02/06/2022 11:36:43 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1distributed training: False, 16-bits training: True
02/06/2022 11:36:43 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
_n_gpu=1,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.999,
adam_epsilon=1e-08,
bf16=False,
bf16_full_eval=False,
dataloader_drop_last=False,
dataloader_num_workers=0,
dataloader_pin_memory=True,
ddp_bucket_cap_mb=None,
ddp_find_unused_parameters=None,
debug=[],
deepspeed=None,
disable_tqdm=False,
do_eval=True,
do_predict=False,
do_train=True,
eval_accumulation_steps=None,
eval_steps=500,
evaluation_strategy=IntervalStrategy.STEPS,
fp16=True,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
gradient_accumulation_steps=4,
gradient_checkpointing=True,
greater_is_better=None,
group_by_length=True,
half_precision_backend=auto,
hub_model_id=None,
hub_strategy=HubStrategy.EVERY_SAVE,
hub_token=<HUB_TOKEN>,
ignore_data_skip=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=7.5e-05,
length_column_name=input_length,
load_best_model_at_end=False,
local_rank=-1,
log_level=-1,
log_level_replica=-1,
log_on_each_node=True,
logging_dir=./runs/Feb06_11-36-42_job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=100,
logging_strategy=IntervalStrategy.STEPS,
lr_scheduler_type=SchedulerType.LINEAR,
max_grad_norm=1.0,
max_steps=-1,
metric_for_best_model=None,
mp_parameters=,
no_cuda=False,
num_train_epochs=100.0,
optim=OptimizerNames.ADAMW_HF,
output_dir=./,
overwrite_output_dir=True,
past_index=-1,
per_device_eval_batch_size=8,
per_device_train_batch_size=8,
prediction_loss_only=False,
push_to_hub=True,
push_to_hub_model_id=None,
push_to_hub_organization=None,
push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
remove_unused_columns=True,
report_to=['tensorboard'],
resume_from_checkpoint=None,
run_name=./,
save_on_each_node=False,
save_steps=500,
save_strategy=IntervalStrategy.STEPS,
save_total_limit=3,
seed=42,
sharded_ddp=[],
skip_memory_metrics=True,
tf32=None,
tpu_metrics_debug=False,
tpu_num_cores=None,
use_legacy_prediction_loop=False,
warmup_ratio=0.0,
warmup_steps=2000,
weight_decay=0.0,
xpu_backend=None,
)
Downloading and preparing dataset common_voice/zh-TW (download: 2.03 GiB, generated: 941.55 MiB, post-processed: Unknown size, total: 2.95 GiB) to /workspace/.cache/huggingface/datasets/common_voice/zh-TW/6.1.0/5693bfc0feeade582a78c2fb250bc88f52bd86f0a7f1bb22bfee67e715de30fd...

Downloading:   0%|          | 0.00/2.18G [00:00<?, ?B/s]
Downloading:   0%|          | 9.22k/2.18G [00:00<10:10:38, 59.6kB/s]
Downloading:   0%|          | 61.4k/2.18G [00:00<2:44:46, 221kB/s]  
Downloading:   0%|          | 114k/2.18G [00:00<2:13:53, 272kB/s] 
Downloading:   0%|          | 166k/2.18G [00:00<2:03:02, 296kB/s]
Downloading:   0%|          | 288k/2.18G [00:00<1:17:36, 469kB/s]
Downloading:   0%|          | 549k/2.18G [00:00<41:36, 874kB/s]  
Downloading:   0%|          | 1.04M/2.18G [00:01<22:41, 1.60MB/s]
Downloading:   0%|          | 2.05M/2.18G [00:01<11:35, 3.14MB/s]
Downloading:   0%|          | 3.87M/2.18G [00:01<06:16, 5.78MB/s]
Downloading:   0%|          | 6.21M/2.18G [00:01<04:13, 8.60MB/s]
Downloading:   0%|          | 8.54M/2.18G [00:01<03:27, 10.5MB/s]
Downloading:   1%|          | 11.1M/2.18G [00:01<02:57, 12.2MB/s]
Downloading:   1%|          | 13.6M/2.18G [00:02<02:41, 13.4MB/s]
Downloading:   1%|          | 16.2M/2.18G [00:02<02:32, 14.2MB/s]
Downloading:   1%|          | 18.7M/2.18G [00:02<02:26, 14.7MB/s]
Downloading:   1%|          | 21.1M/2.18G [00:02<02:24, 15.0MB/s]
Downloading:   1%|          | 23.6M/2.18G [00:02<02:21, 15.3MB/s]
Downloading:   1%|          | 26.1M/2.18G [00:02<02:19, 15.5MB/s]
Downloading:   1%|▏         | 28.6M/2.18G [00:02<02:18, 15.5MB/s]
Downloading:   1%|▏         | 31.1M/2.18G [00:03<02:17, 15.6MB/s]
Downloading:   2%|▏         | 33.6M/2.18G [00:03<02:16, 15.7MB/s]
Downloading:   2%|▏         | 36.1M/2.18G [00:03<02:16, 15.8MB/s]
Downloading:   2%|▏         | 38.6M/2.18G [00:03<02:16, 15.7MB/s]
Downloading:   2%|▏         | 41.1M/2.18G [00:03<02:16, 15.7MB/s]
Downloading:   2%|▏         | 43.6M/2.18G [00:03<02:15, 15.8MB/s]
Downloading:   2%|▏         | 46.0M/2.18G [00:04<02:15, 15.8MB/s]
Downloading:   2%|▏         | 48.5M/2.18G [00:04<02:15, 15.7MB/s]
Downloading:   2%|▏         | 51.0M/2.18G [00:04<02:15, 15.7MB/s]
Downloading:   2%|▏         | 53.5M/2.18G [00:04<02:15, 15.8MB/s]
Downloading:   3%|▎         | 55.9M/2.18G [00:04<02:15, 15.7MB/s]
Downloading:   3%|▎         | 58.4M/2.18G [00:04<02:15, 15.7MB/s]
Downloading:   3%|▎         | 60.9M/2.18G [00:05<02:15, 15.7MB/s]
Downloading:   3%|▎         | 63.3M/2.18G [00:05<02:15, 15.7MB/s]
Downloading:   3%|▎         | 65.8M/2.18G [00:05<02:15, 15.7MB/s]
Downloading:   3%|▎         | 68.2M/2.18G [00:05<02:15, 15.7MB/s]
Downloading:   3%|▎         | 70.7M/2.18G [00:05<02:15, 15.6MB/s]
Downloading:   3%|▎         | 73.2M/2.18G [00:05<02:14, 15.7MB/s]
Downloading:   3%|▎         | 75.7M/2.18G [00:05<02:13, 15.8MB/s]
Downloading:   4%|▎         | 78.1M/2.18G [00:06<02:14, 15.7MB/s]
Downloading:   4%|▎         | 80.6M/2.18G [00:06<02:14, 15.7MB/s]
Downloading:   4%|▍         | 83.1M/2.18G [00:06<02:13, 15.7MB/s]
Downloading:   4%|▍         | 85.6M/2.18G [00:06<02:13, 15.8MB/s]
Downloading:   4%|▍         | 88.1M/2.18G [00:06<02:12, 15.8MB/s]
Downloading:   4%|▍         | 90.5M/2.18G [00:06<02:13, 15.7MB/s]
Downloading:   4%|▍         | 93.0M/2.18G [00:07<02:12, 15.8MB/s]
Downloading:   4%|▍         | 95.5M/2.18G [00:07<02:12, 15.8MB/s]
Downloading:   4%|▍         | 98.0M/2.18G [00:07<02:12, 15.8MB/s]
Downloading:   5%|▍         | 100M/2.18G [00:07<02:11, 15.8MB/s] 
Downloading:   5%|▍         | 103M/2.18G [00:07<02:11, 15.9MB/s]
Downloading:   5%|▍         | 105M/2.18G [00:07<02:11, 15.8MB/s]
Downloading:   5%|▍         | 108M/2.18G [00:08<02:11, 15.8MB/s]
Downloading:   5%|▌         | 110M/2.18G [00:08<02:11, 15.8MB/s]
Downloading:   5%|▌         | 113M/2.18G [00:08<02:10, 15.8MB/s]
Downloading:   5%|▌         | 115M/2.18G [00:08<02:10, 15.9MB/s]
Downloading:   5%|▌         | 118M/2.18G [00:08<02:10, 15.9MB/s]
Downloading:   6%|▌         | 120M/2.18G [00:08<02:10, 15.8MB/s]
Downloading:   6%|▌         | 123M/2.18G [00:08<02:10, 15.8MB/s]
Downloading:   6%|▌         | 125M/2.18G [00:09<02:10, 15.7MB/s]
Downloading:   6%|▌         | 128M/2.18G [00:09<02:10, 15.7MB/s]
Downloading:   6%|▌         | 130M/2.18G [00:09<02:10, 15.7MB/s]
Downloading:   6%|▌         | 133M/2.18G [00:09<02:10, 15.7MB/s]
Downloading:   6%|▌         | 135M/2.18G [00:09<02:10, 15.7MB/s]
Downloading:   6%|▋         | 138M/2.18G [00:09<02:10, 15.7MB/s]
Downloading:   6%|▋         | 140M/2.18G [00:10<02:10, 15.7MB/s]
Downloading:   7%|▋         | 143M/2.18G [00:10<02:09, 15.7MB/s]
Downloading:   7%|▋         | 145M/2.18G [00:10<02:10, 15.6MB/s]
Downloading:   7%|▋         | 148M/2.18G [00:10<02:09, 15.7MB/s]
Downloading:   7%|▋         | 150M/2.18G [00:10<02:09, 15.7MB/s]
Downloading:   7%|▋         | 153M/2.18G [00:10<02:09, 15.7MB/s]
Downloading:   7%|▋         | 155M/2.18G [00:11<02:09, 15.7MB/s]
Downloading:   7%|▋         | 157M/2.18G [00:11<02:09, 15.6MB/s]
Downloading:   7%|▋         | 160M/2.18G [00:11<02:09, 15.7MB/s]
Downloading:   7%|▋         | 162M/2.18G [00:11<02:08, 15.7MB/s]
Downloading:   8%|▊         | 165M/2.18G [00:11<02:08, 15.7MB/s]
Downloading:   8%|▊         | 167M/2.18G [00:11<02:07, 15.8MB/s]
Downloading:   8%|▊         | 170M/2.18G [00:11<02:07, 15.8MB/s]
Downloading:   8%|▊         | 172M/2.18G [00:12<02:07, 15.7MB/s]
Downloading:   8%|▊         | 175M/2.18G [00:12<02:07, 15.7MB/s]
Downloading:   8%|▊         | 177M/2.18G [00:12<02:07, 15.7MB/s]
Downloading:   8%|▊         | 180M/2.18G [00:12<02:07, 15.8MB/s]
Downloading:   8%|▊         | 182M/2.18G [00:12<02:06, 15.8MB/s]
Downloading:   8%|▊         | 185M/2.18G [00:12<02:05, 15.9MB/s]
Downloading:   9%|▊         | 187M/2.18G [00:13<02:05, 15.9MB/s]
Downloading:   9%|▊         | 190M/2.18G [00:13<02:04, 16.0MB/s]
Downloading:   9%|▉         | 193M/2.18G [00:13<02:03, 16.1MB/s]
Downloading:   9%|▉         | 195M/2.18G [00:13<02:03, 16.1MB/s]
Downloading:   9%|▉         | 198M/2.18G [00:13<02:03, 16.1MB/s]
Downloading:   9%|▉         | 200M/2.18G [00:13<02:03, 16.0MB/s]
Downloading:   9%|▉         | 203M/2.18G [00:14<02:03, 16.1MB/s]
Downloading:   9%|▉         | 205M/2.18G [00:14<02:02, 16.1MB/s]
Downloading:  10%|▉         | 208M/2.18G [00:14<02:02, 16.2MB/s]
Downloading:  10%|▉         | 210M/2.18G [00:14<02:02, 16.1MB/s]
Downloading:  10%|▉         | 213M/2.18G [00:14<02:01, 16.2MB/s]
Downloading:  10%|▉         | 215M/2.18G [00:14<02:01, 16.2MB/s]
Downloading:  10%|▉         | 218M/2.18G [00:14<02:00, 16.2MB/s]
Downloading:  10%|█         | 220M/2.18G [00:15<02:01, 16.2MB/s]
Downloading:  10%|█         | 223M/2.18G [00:15<02:01, 16.2MB/s]
Downloading:  10%|█         | 226M/2.18G [00:15<02:00, 16.2MB/s]
Downloading:  10%|█         | 228M/2.18G [00:15<02:01, 16.1MB/s]
Downloading:  11%|█         | 231M/2.18G [00:15<02:01, 16.0MB/s]
Downloading:  11%|█         | 233M/2.18G [00:15<02:01, 16.1MB/s]
Downloading:  11%|█         | 236M/2.18G [00:16<02:01, 16.0MB/s]
Downloading:  11%|█         | 238M/2.18G [00:16<02:01, 16.0MB/s]
Downloading:  11%|█         | 241M/2.18G [00:16<02:01, 16.0MB/s]
Downloading:  11%|█         | 243M/2.18G [00:16<02:01, 16.0MB/s]
Downloading:  11%|█▏        | 246M/2.18G [00:16<02:01, 16.0MB/s]
Downloading:  11%|█▏        | 248M/2.18G [00:16<02:01, 16.0MB/s]
Downloading:  11%|█▏        | 251M/2.18G [00:17<02:01, 15.9MB/s]
Downloading:  12%|█▏        | 253M/2.18G [00:17<02:01, 15.9MB/s]
Downloading:  12%|█▏        | 256M/2.18G [00:17<02:00, 15.9MB/s]
Downloading:  12%|█▏        | 258M/2.18G [00:17<02:00, 15.9MB/s]
Downloading:  12%|█▏        | 261M/2.18G [00:17<02:01, 15.8MB/s]
Downloading:  12%|█▏        | 263M/2.18G [00:17<02:00, 15.9MB/s]
Downloading:  12%|█▏        | 266M/2.18G [00:17<01:58, 16.2MB/s]
Downloading:  12%|█▏        | 269M/2.18G [00:18<01:56, 16.5MB/s]
Downloading:  12%|█▏        | 271M/2.18G [00:18<01:56, 16.4MB/s]
Downloading:  13%|█▎        | 274M/2.18G [00:18<01:55, 16.5MB/s]
Downloading:  13%|█▎        | 276M/2.18G [00:18<01:55, 16.5MB/s]
Downloading:  13%|█▎        | 279M/2.18G [00:18<01:54, 16.6MB/s]
Downloading:  13%|█▎        | 282M/2.18G [00:18<01:53, 16.8MB/s]
Downloading:  13%|█▎        | 284M/2.18G [00:19<01:53, 16.8MB/s]
Downloading:  13%|█▎        | 287M/2.18G [00:19<01:52, 16.9MB/s]
Downloading:  13%|█▎        | 290M/2.18G [00:19<01:51, 17.0MB/s]
Downloading:  13%|█▎        | 293M/2.18G [00:19<01:51, 17.0MB/s]
Downloading:  14%|█▎        | 295M/2.18G [00:19<01:56, 16.2MB/s]
Downloading:  14%|█▎        | 298M/2.18G [00:19<01:52, 16.8MB/s]
Downloading:  14%|█▍        | 300M/2.18G [00:20<01:50, 17.0MB/s]
Downloading:  14%|█▍        | 303M/2.18G [00:20<01:50, 17.1MB/s]
Downloading:  14%|█▍        | 306M/2.18G [00:20<01:50, 17.0MB/s]
Downloading:  14%|█▍        | 308M/2.18G [00:20<01:54, 16.4MB/s]
Downloading:  14%|█▍        | 311M/2.18G [00:20<01:51, 16.8MB/s]
Downloading:  14%|█▍        | 314M/2.18G [00:20<01:50, 16.9MB/s]
Downloading:  14%|█▍        | 316M/2.18G [00:20<01:51, 16.8MB/s]
Downloading:  15%|█▍        | 319M/2.18G [00:21<01:51, 16.8MB/s]
Downloading:  15%|█▍        | 322M/2.18G [00:21<01:49, 17.0MB/s]
Downloading:  15%|█▍        | 324M/2.18G [00:21<01:50, 16.7MB/s]
Downloading:  15%|█▍        | 327M/2.18G [00:21<01:44, 17.7MB/s]
Downloading:  15%|█▌        | 330M/2.18G [00:21<01:44, 17.8MB/s]
Downloading:  15%|█▌        | 333M/2.18G [00:21<01:46, 17.3MB/s]
Downloading:  15%|█▌        | 335M/2.18G [00:22<01:46, 17.3MB/s]
Downloading:  15%|█▌        | 338M/2.18G [00:22<01:44, 17.6MB/s]
Downloading:  16%|█▌        | 341M/2.18G [00:22<01:43, 17.7MB/s]
Downloading:  16%|█▌        | 344M/2.18G [00:22<01:44, 17.7MB/s]
Downloading:  16%|█▌        | 347M/2.18G [00:22<01:43, 17.7MB/s]
Downloading:  16%|█▌        | 349M/2.18G [00:22<01:43, 17.8MB/s]
Downloading:  16%|█▌        | 352M/2.18G [00:22<01:42, 17.8MB/s]
Downloading:  16%|█▋        | 355M/2.18G [00:23<01:42, 17.8MB/s]
Downloading:  16%|█▋        | 358M/2.18G [00:23<01:43, 17.7MB/s]
Downloading:  17%|█▋        | 361M/2.18G [00:23<01:43, 17.7MB/s]
Downloading:  17%|█▋        | 363M/2.18G [00:23<01:42, 17.7MB/s]
Downloading:  17%|█▋        | 366M/2.18G [00:23<01:42, 17.7MB/s]
Downloading:  17%|█▋        | 369M/2.18G [00:23<01:42, 17.6MB/s]
Downloading:  17%|█▋        | 372M/2.18G [00:24<01:42, 17.6MB/s]
Downloading:  17%|█▋        | 375M/2.18G [00:24<01:42, 17.6MB/s]
Downloading:  17%|█▋        | 377M/2.18G [00:24<01:42, 17.6MB/s]
Downloading:  17%|█▋        | 380M/2.18G [00:24<01:42, 17.6MB/s]
Downloading:  18%|█▊        | 383M/2.18G [00:24<01:42, 17.6MB/s]
Downloading:  18%|█▊        | 385M/2.18G [00:24<01:44, 17.2MB/s]
Downloading:  18%|█▊        | 388M/2.18G [00:25<01:42, 17.5MB/s]
Downloading:  18%|█▊        | 391M/2.18G [00:25<01:41, 17.6MB/s]
Downloading:  18%|█▊        | 394M/2.18G [00:25<01:42, 17.5MB/s]
Downloading:  18%|█▊        | 397M/2.18G [00:25<01:41, 17.6MB/s]
Downloading:  18%|█▊        | 399M/2.18G [00:25<01:41, 17.6MB/s]
Downloading:  18%|█▊        | 402M/2.18G [00:25<01:41, 17.6MB/s]
Downloading:  19%|█▊        | 405M/2.18G [00:25<01:41, 17.6MB/s]
Downloading:  19%|█▊        | 408M/2.18G [00:26<01:41, 17.6MB/s]
Downloading:  19%|█▉        | 410M/2.18G [00:26<01:41, 17.5MB/s]
Downloading:  19%|█▉        | 413M/2.18G [00:26<01:44, 16.9MB/s]
Downloading:  19%|█▉        | 416M/2.18G [00:26<01:43, 17.2MB/s]
Downloading:  19%|█▉        | 419M/2.18G [00:26<01:40, 17.5MB/s]
Downloading:  19%|█▉        | 421M/2.18G [00:26<01:39, 17.6MB/s]
Downloading:  19%|█▉        | 424M/2.18G [00:27<01:41, 17.4MB/s]
Downloading:  20%|█▉        | 427M/2.18G [00:27<01:39, 17.6MB/s]
Downloading:  20%|█▉        | 430M/2.18G [00:27<01:39, 17.7MB/s]
Downloading:  20%|█▉        | 432M/2.18G [00:27<01:38, 17.8MB/s]
Downloading:  20%|█▉        | 435M/2.18G [00:27<01:42, 17.1MB/s]
Downloading:  20%|██        | 438M/2.18G [00:27<01:40, 17.4MB/s]
Downloading:  20%|██        | 441M/2.18G [00:28<01:38, 17.7MB/s]
Downloading:  20%|██        | 443M/2.18G [00:28<01:38, 17.7MB/s]
Downloading:  20%|██        | 446M/2.18G [00:28<01:38, 17.6MB/s]
Downloading:  21%|██        | 449M/2.18G [00:28<01:38, 17.7MB/s]
Downloading:  21%|██        | 452M/2.18G [00:28<01:37, 17.7MB/s]
Downloading:  21%|██        | 455M/2.18G [00:28<01:38, 17.6MB/s]
Downloading:  21%|██        | 457M/2.18G [00:28<01:37, 17.8MB/s]
Downloading:  21%|██        | 460M/2.18G [00:29<01:36, 17.9MB/s]
Downloading:  21%|██        | 463M/2.18G [00:29<01:37, 17.6MB/s]
Downloading:  21%|██▏       | 466M/2.18G [00:29<01:36, 17.7MB/s]
Downloading:  21%|██▏       | 469M/2.18G [00:29<01:37, 17.6MB/s]
Downloading:  22%|██▏       | 471M/2.18G [00:29<01:36, 17.8MB/s]
Downloading:  22%|██▏       | 474M/2.18G [00:29<01:35, 17.9MB/s]
Downloading:  22%|██▏       | 477M/2.18G [00:30<01:35, 17.8MB/s]
Downloading:  22%|██▏       | 480M/2.18G [00:30<01:36, 17.6MB/s]
Downloading:  22%|██▏       | 483M/2.18G [00:30<01:36, 17.7MB/s]
Downloading:  22%|██▏       | 485M/2.18G [00:30<01:35, 17.7MB/s]
Downloading:  22%|██▏       | 488M/2.18G [00:30<01:35, 17.8MB/s]
Downloading:  22%|██▏       | 491M/2.18G [00:30<01:36, 17.5MB/s]
Downloading:  23%|██▎       | 493M/2.18G [00:31<01:36, 17.4MB/s]
Downloading:  23%|██▎       | 496M/2.18G [00:31<01:36, 17.5MB/s]
Downloading:  23%|██▎       | 499M/2.18G [00:31<01:36, 17.5MB/s]
Downloading:  23%|██▎       | 502M/2.18G [00:31<01:36, 17.5MB/s]
Downloading:  23%|██▎       | 504M/2.18G [00:31<01:36, 17.3MB/s]
Downloading:  23%|██▎       | 507M/2.18G [00:31<01:35, 17.5MB/s]
Downloading:  23%|██▎       | 510M/2.18G [00:31<01:38, 17.1MB/s]
Downloading:  23%|██▎       | 513M/2.18G [00:32<01:36, 17.2MB/s]
Downloading:  24%|██▎       | 515M/2.18G [00:32<01:35, 17.5MB/s]
Downloading:  24%|██▎       | 518M/2.18G [00:32<01:34, 17.6MB/s]
Downloading:  24%|██▍       | 521M/2.18G [00:32<01:34, 17.6MB/s]
Downloading:  24%|██▍       | 524M/2.18G [00:32<01:34, 17.5MB/s]
Downloading:  24%|██▍       | 527M/2.18G [00:32<01:34, 17.5MB/s]
Downloading:  24%|██▍       | 529M/2.18G [00:33<01:34, 17.5MB/s]
Downloading:  24%|██▍       | 532M/2.18G [00:33<01:34, 17.4MB/s]
Downloading:  24%|██▍       | 535M/2.18G [00:33<01:34, 17.5MB/s]
Downloading:  25%|██▍       | 538M/2.18G [00:33<01:34, 17.5MB/s]
Downloading:  25%|██▍       | 540M/2.18G [00:33<01:34, 17.4MB/s]
Downloading:  25%|██▍       | 543M/2.18G [00:33<01:34, 17.4MB/s]
Downloading:  25%|██▍       | 546M/2.18G [00:34<01:34, 17.3MB/s]
Downloading:  25%|██▌       | 548M/2.18G [00:34<01:34, 17.4MB/s]
Downloading:  25%|██▌       | 551M/2.18G [00:34<01:34, 17.3MB/s]
Downloading:  25%|██▌       | 554M/2.18G [00:34<01:35, 17.1MB/s]
Downloading:  25%|██▌       | 557M/2.18G [00:34<01:34, 17.2MB/s]
Downloading:  26%|██▌       | 559M/2.18G [00:34<01:34, 17.2MB/s]
Downloading:  26%|██▌       | 562M/2.18G [00:34<01:35, 17.0MB/s]
Downloading:  26%|██▌       | 565M/2.18G [00:35<01:34, 17.1MB/s]
Downloading:  26%|██▌       | 567M/2.18G [00:35<01:34, 17.1MB/s]
Downloading:  26%|██▌       | 570M/2.18G [00:35<01:35, 16.9MB/s]
Downloading:  26%|██▌       | 573M/2.18G [00:35<01:34, 17.0MB/s]
Downloading:  26%|██▋       | 575M/2.18G [00:35<01:34, 17.0MB/s]
Downloading:  26%|██▋       | 578M/2.18G [00:35<01:34, 16.9MB/s]
Downloading:  27%|██▋       | 581M/2.18G [00:36<01:33, 17.1MB/s]
Downloading:  27%|██▋       | 583M/2.18G [00:36<01:35, 16.8MB/s]
Downloading:  27%|██▋       | 586M/2.18G [00:36<01:34, 16.9MB/s]
Downloading:  27%|██▋       | 589M/2.18G [00:36<01:34, 16.9MB/s]
Downloading:  27%|██▋       | 591M/2.18G [00:36<01:34, 16.9MB/s]
Downloading:  27%|██▋       | 594M/2.18G [00:36<01:33, 17.0MB/s]
Downloading:  27%|██▋       | 596M/2.18G [00:37<01:34, 16.8MB/s]
Downloading:  27%|██▋       | 599M/2.18G [00:37<01:33, 17.0MB/s]
Downloading:  28%|██▊       | 602M/2.18G [00:37<01:34, 16.8MB/s]
Downloading:  28%|██▊       | 604M/2.18G [00:37<01:33, 16.8MB/s]
Downloading:  28%|██▊       | 607M/2.18G [00:37<01:35, 16.5MB/s]
Downloading:  28%|██▊       | 610M/2.18G [00:37<01:34, 16.7MB/s]
Downloading:  28%|██▊       | 612M/2.18G [00:37<01:33, 16.9MB/s]
Downloading:  28%|██▊       | 615M/2.18G [00:38<01:33, 16.7MB/s]
Downloading:  28%|██▊       | 618M/2.18G [00:38<01:33, 16.8MB/s]
Downloading:  28%|██▊       | 620M/2.18G [00:38<01:32, 16.8MB/s]
Downloading:  29%|██▊       | 623M/2.18G [00:38<01:33, 16.6MB/s]
Downloading:  29%|██▊       | 626M/2.18G [00:38<01:32, 16.8MB/s]
Downloading:  29%|██▉       | 628M/2.18G [00:38<01:33, 16.7MB/s]
Downloading:  29%|██▉       | 631M/2.18G [00:39<01:33, 16.6MB/s]
Downloading:  29%|██▉       | 633M/2.18G [00:39<01:32, 16.7MB/s]
Downloading:  29%|██▉       | 636M/2.18G [00:39<01:33, 16.5MB/s]
Downloading:  29%|██▉       | 638M/2.18G [00:39<01:36, 16.1MB/s]
Downloading:  29%|██▉       | 641M/2.18G [00:39<01:32, 16.7MB/s]
Downloading:  29%|██▉       | 644M/2.18G [00:39<01:33, 16.5MB/s]
Downloading:  30%|██▉       | 646M/2.18G [00:40<01:31, 16.7MB/s]
Downloading:  30%|██▉       | 649M/2.18G [00:40<01:33, 16.5MB/s]
Downloading:  30%|██▉       | 652M/2.18G [00:40<01:31, 16.8MB/s]
Downloading:  30%|██▉       | 654M/2.18G [00:40<01:32, 16.5MB/s]
Downloading:  30%|███       | 657M/2.18G [00:40<01:31, 16.7MB/s]
Downloading:  30%|███       | 659M/2.18G [00:40<01:31, 16.6MB/s]
Downloading:  30%|███       | 662M/2.18G [00:40<01:32, 16.5MB/s]
Downloading:  30%|███       | 665M/2.18G [00:41<01:31, 16.6MB/s]
Downloading:  31%|███       | 667M/2.18G [00:41<01:32, 16.4MB/s]
Downloading:  31%|███       | 670M/2.18G [00:41<01:31, 16.5MB/s]
Downloading:  31%|███       | 672M/2.18G [00:41<01:33, 16.2MB/s]
Downloading:  31%|███       | 675M/2.18G [00:41<01:31, 16.4MB/s]
Downloading:  31%|███       | 677M/2.18G [00:41<01:34, 16.0MB/s]
Downloading:  31%|███       | 680M/2.18G [00:42<01:33, 16.0MB/s]
Downloading:  31%|███▏      | 682M/2.18G [00:42<01:34, 15.9MB/s]
Downloading:  31%|███▏      | 685M/2.18G [00:42<01:33, 16.0MB/s]
Downloading:  32%|███▏      | 688M/2.18G [00:42<01:28, 16.8MB/s]
Downloading:  32%|███▏      | 690M/2.18G [00:42<01:32, 16.1MB/s]
Downloading:  32%|███▏      | 692M/2.18G [00:42<01:33, 15.9MB/s]
Downloading:  32%|███▏      | 695M/2.18G [00:43<01:32, 16.1MB/s]
Downloading:  32%|███▏      | 698M/2.18G [00:43<01:32, 16.1MB/s]
Downloading:  32%|███▏      | 700M/2.18G [00:43<01:31, 16.2MB/s]
Downloading:  32%|███▏      | 703M/2.18G [00:43<01:32, 16.1MB/s]
Downloading:  32%|███▏      | 705M/2.18G [00:43<01:33, 15.8MB/s]
Downloading:  32%|███▏      | 708M/2.18G [00:43<01:30, 16.3MB/s]
Downloading:  33%|███▎      | 710M/2.18G [00:43<01:32, 15.9MB/s]
Downloading:  33%|███▎      | 713M/2.18G [00:44<01:29, 16.3MB/s]
Downloading:  33%|███▎      | 715M/2.18G [00:44<01:31, 16.1MB/s]
Downloading:  33%|███▎      | 718M/2.18G [00:44<01:29, 16.4MB/s]
Downloading:  33%|███▎      | 720M/2.18G [00:44<01:30, 16.2MB/s]
Downloading:  33%|███▎      | 723M/2.18G [00:44<01:30, 16.2MB/s]
Downloading:  33%|███▎      | 726M/2.18G [00:44<01:29, 16.3MB/s]
Downloading:  33%|███▎      | 728M/2.18G [00:45<01:30, 16.0MB/s]
Downloading:  33%|███▎      | 731M/2.18G [00:45<01:29, 16.3MB/s]
Downloading:  34%|███▎      | 733M/2.18G [00:45<01:29, 16.1MB/s]
Downloading:  34%|███▎      | 736M/2.18G [00:45<01:29, 16.1MB/s]
Downloading:  34%|███▍      | 738M/2.18G [00:45<01:28, 16.3MB/s]
Downloading:  34%|███▍      | 741M/2.18G [00:45<01:29, 16.1MB/s]
Downloading:  34%|███▍      | 743M/2.18G [00:45<01:28, 16.2MB/s]
Downloading:  34%|███▍      | 746M/2.18G [00:46<01:29, 16.1MB/s]
Downloading:  34%|███▍      | 748M/2.18G [00:46<01:28, 16.2MB/s]
Downloading:  34%|███▍      | 751M/2.18G [00:46<01:29, 16.1MB/s]
Downloading:  35%|███▍      | 753M/2.18G [00:46<01:29, 16.0MB/s]
Downloading:  35%|███▍      | 756M/2.18G [00:46<01:28, 16.2MB/s]
Downloading:  35%|███▍      | 759M/2.18G [00:46<01:26, 16.4MB/s]
Downloading:  35%|███▍      | 761M/2.18G [00:47<01:28, 16.2MB/s]
Downloading:  35%|███▍      | 764M/2.18G [00:47<01:27, 16.3MB/s]
Downloading:  35%|███▌      | 766M/2.18G [00:47<01:28, 16.0MB/s]
Downloading:  35%|███▌      | 769M/2.18G [00:47<01:27, 16.2MB/s]
Downloading:  35%|███▌      | 771M/2.18G [00:47<01:28, 15.9MB/s]
Downloading:  35%|███▌      | 774M/2.18G [00:47<01:28, 16.0MB/s]
Downloading:  36%|███▌      | 776M/2.18G [00:48<01:27, 16.0MB/s]
Downloading:  36%|███▌      | 779M/2.18G [00:48<01:28, 15.9MB/s]
Downloading:  36%|███▌      | 781M/2.18G [00:48<01:27, 16.1MB/s]
Downloading:  36%|███▌      | 784M/2.18G [00:48<01:28, 15.9MB/s]
Downloading:  36%|███▌      | 786M/2.18G [00:48<01:27, 15.9MB/s]
Downloading:  36%|███▌      | 789M/2.18G [00:48<01:25, 16.2MB/s]
Downloading:  36%|███▋      | 791M/2.18G [00:48<01:28, 15.7MB/s]
Downloading:  36%|███▋      | 794M/2.18G [00:49<01:26, 16.1MB/s]
Downloading:  36%|███▋      | 796M/2.18G [00:49<01:27, 15.8MB/s]
Downloading:  37%|███▋      | 799M/2.18G [00:49<01:27, 15.8MB/s]
Downloading:  37%|███▋      | 801M/2.18G [00:49<01:27, 15.8MB/s]
Downloading:  37%|███▋      | 804M/2.18G [00:49<01:28, 15.6MB/s]
Downloading:  37%|███▋      | 806M/2.18G [00:49<01:28, 15.6MB/s]
Downloading:  37%|███▋      | 809M/2.18G [00:50<01:26, 15.9MB/s]
Downloading:  37%|███▋      | 811M/2.18G [00:50<01:27, 15.7MB/s]
Downloading:  37%|███▋      | 814M/2.18G [00:50<01:26, 15.8MB/s]
Downloading:  37%|███▋      | 816M/2.18G [00:50<01:28, 15.5MB/s]
Downloading:  38%|███▊      | 819M/2.18G [00:50<01:26, 15.8MB/s]
Downloading:  38%|███▊      | 821M/2.18G [00:50<01:27, 15.6MB/s]
Downloading:  38%|███▊      | 824M/2.18G [00:51<01:26, 15.7MB/s]
Downloading:  38%|███▊      | 826M/2.18G [00:51<01:26, 15.6MB/s]
Downloading:  38%|███▊      | 828M/2.18G [00:51<01:27, 15.5MB/s]
Downloading:  38%|███▊      | 831M/2.18G [00:51<01:24, 16.1MB/s]
Downloading:  38%|███▊      | 833M/2.18G [00:51<01:26, 15.6MB/s]
Downloading:  38%|███▊      | 836M/2.18G [00:51<01:25, 15.8MB/s]
Downloading:  38%|███▊      | 838M/2.18G [00:51<01:26, 15.6MB/s]
Downloading:  39%|███▊      | 841M/2.18G [00:52<01:26, 15.6MB/s]
Downloading:  39%|███▊      | 843M/2.18G [00:52<01:25, 15.6MB/s]
Downloading:  39%|███▊      | 845M/2.18G [00:52<01:28, 15.2MB/s]
Downloading:  39%|███▉      | 848M/2.18G [00:52<01:26, 15.4MB/s]
Downloading:  39%|███▉      | 850M/2.18G [00:52<01:27, 15.3MB/s]
Downloading:  39%|███▉      | 853M/2.18G [00:52<01:27, 15.3MB/s]
Downloading:  39%|███▉      | 855M/2.18G [00:53<01:26, 15.4MB/s]
Downloading:  39%|███▉      | 858M/2.18G [00:53<01:26, 15.2MB/s]
Downloading:  39%|███▉      | 860M/2.18G [00:53<01:25, 15.5MB/s]
Downloading:  40%|███▉      | 862M/2.18G [00:53<01:26, 15.3MB/s]
Downloading:  40%|███▉      | 865M/2.18G [00:53<01:25, 15.4MB/s]
Downloading:  40%|███▉      | 867M/2.18G [00:53<01:25, 15.4MB/s]
Downloading:  40%|███▉      | 870M/2.18G [00:54<01:25, 15.3MB/s]
Downloading:  40%|███▉      | 872M/2.18G [00:54<01:25, 15.4MB/s]
Downloading:  40%|████      | 875M/2.18G [00:54<01:25, 15.3MB/s]
Downloading:  40%|████      | 877M/2.18G [00:54<01:25, 15.2MB/s]
Downloading:  40%|████      | 879M/2.18G [00:54<01:23, 15.5MB/s]
Downloading:  40%|████      | 882M/2.18G [00:54<01:25, 15.3MB/s]
Downloading:  41%|████      | 884M/2.18G [00:54<01:24, 15.4MB/s]
Downloading:  41%|████      | 887M/2.18G [00:55<01:24, 15.3MB/s]
Downloading:  41%|████      | 889M/2.18G [00:55<01:24, 15.2MB/s]
Downloading:  41%|████      | 892M/2.18G [00:55<01:23, 15.5MB/s]
Downloading:  41%|████      | 894M/2.18G [00:55<01:21, 15.7MB/s]
Downloading:  41%|████      | 897M/2.18G [00:55<01:21, 15.8MB/s]
Downloading:  41%|████      | 899M/2.18G [00:55<01:22, 15.5MB/s]
Downloading:  41%|████▏     | 901M/2.18G [00:56<01:22, 15.6MB/s]
Downloading:  41%|████▏     | 904M/2.18G [00:56<01:22, 15.5MB/s]
Downloading:  42%|████▏     | 906M/2.18G [00:56<01:23, 15.4MB/s]
Downloading:  42%|████▏     | 909M/2.18G [00:56<01:21, 15.6MB/s]
Downloading:  42%|████▏     | 911M/2.18G [00:56<01:21, 15.7MB/s]
Downloading:  42%|████▏     | 914M/2.18G [00:56<01:22, 15.4MB/s]
Downloading:  42%|████▏     | 916M/2.18G [00:57<01:22, 15.4MB/s]
Downloading:  42%|████▏     | 918M/2.18G [00:57<01:24, 15.0MB/s]
Downloading:  42%|████▏     | 921M/2.18G [00:57<01:23, 15.2MB/s]
Downloading:  42%|████▏     | 923M/2.18G [00:57<01:23, 15.0MB/s]
Downloading:  42%|████▏     | 926M/2.18G [00:57<01:21, 15.5MB/s]
Downloading:  43%|████▎     | 928M/2.18G [00:57<01:25, 14.8MB/s]
Downloading:  43%|████▎     | 929M/2.18G [00:58<02:34, 8.11MB/s]
Downloading:  43%|████▎     | 931M/2.18G [00:58<02:34, 8.11MB/s]
Downloading:  43%|████▎     | 932M/2.18G [00:58<02:19, 8.96MB/s]
Downloading:  43%|████▎     | 934M/2.18G [00:58<02:09, 9.65MB/s]
Downloading:  43%|████▎     | 935M/2.18G [00:58<02:20, 8.91MB/s]
Downloading:  43%|████▎     | 937M/2.18G [00:59<02:09, 9.60MB/s]
Downloading:  43%|████▎     | 939M/2.18G [00:59<02:01, 10.2MB/s]
Downloading:  43%|████▎     | 941M/2.18G [00:59<01:55, 10.7MB/s]
Downloading:  43%|████▎     | 943M/2.18G [00:59<01:50, 11.2MB/s]
Downloading:  43%|████▎     | 944M/2.18G [00:59<01:48, 11.4MB/s]
Downloading:  43%|████▎     | 946M/2.18G [00:59<01:45, 11.7MB/s]
Downloading:  43%|████▎     | 948M/2.18G [01:00<01:43, 11.9MB/s]
Downloading:  44%|████▎     | 950M/2.18G [01:00<01:42, 12.1MB/s]
Downloading:  44%|████▎     | 952M/2.18G [01:00<01:40, 12.2MB/s]
Downloading:  44%|████▎     | 954M/2.18G [01:00<01:38, 12.4MB/s]
Downloading:  44%|████▍     | 956M/2.18G [01:00<01:37, 12.5MB/s]
Downloading:  44%|████▍     | 958M/2.18G [01:00<01:37, 12.6MB/s]
Downloading:  44%|████▍     | 960M/2.18G [01:00<01:36, 12.7MB/s]
Downloading:  44%|████▍     | 962M/2.18G [01:01<01:35, 12.7MB/s]
Downloading:  44%|████▍     | 964M/2.18G [01:01<01:36, 12.7MB/s]
Downloading:  44%|████▍     | 966M/2.18G [01:01<01:34, 12.9MB/s]
Downloading:  44%|████▍     | 968M/2.18G [01:01<01:51, 10.9MB/s]
Downloading:  44%|████▍     | 969M/2.18G [01:01<02:03, 9.84MB/s]
Downloading:  44%|████▍     | 970M/2.18G [01:01<02:11, 9.19MB/s]
Downloading:  45%|████▍     | 971M/2.18G [01:02<02:10, 9.26MB/s]
Downloading:  45%|████▍     | 973M/2.18G [01:02<02:09, 9.34MB/s]
Downloading:  45%|████▍     | 974M/2.18G [01:02<02:07, 9.45MB/s]
Downloading:  45%|████▍     | 976M/2.18G [01:02<02:06, 9.52MB/s]
Downloading:  45%|████▍     | 977M/2.18G [01:02<02:05, 9.61MB/s]
Downloading:  45%|████▍     | 979M/2.18G [01:02<02:04, 9.70MB/s]
Downloading:  45%|████▍     | 981M/2.18G [01:02<01:57, 10.2MB/s]
Downloading:  45%|████▍     | 982M/2.18G [01:03<02:03, 9.75MB/s]
Downloading:  45%|████▌     | 984M/2.18G [01:03<02:01, 9.84MB/s]
Downloading:  45%|████▌     | 985M/2.18G [01:03<02:00, 9.95MB/s]
Downloading:  45%|████▌     | 987M/2.18G [01:03<01:59, 10.0MB/s]
Downloading:  45%|████▌     | 989M/2.18G [01:03<01:58, 10.1MB/s]
Downloading:  45%|████▌     | 990M/2.18G [01:03<01:51, 10.7MB/s]
Downloading:  45%|████▌     | 992M/2.18G [01:04<01:52, 10.6MB/s]
Downloading:  46%|████▌     | 994M/2.18G [01:04<01:52, 10.6MB/s]
Downloading:  46%|████▌     | 995M/2.18G [01:04<01:57, 10.1MB/s]
Downloading:  46%|████▌     | 997M/2.18G [01:04<01:55, 10.3MB/s]
Downloading:  46%|████▌     | 999M/2.18G [01:04<01:54, 10.4MB/s]
Downloading:  46%|████▌     | 1.00G/2.18G [01:04<01:53, 10.4MB/s]
Downloading:  46%|████▌     | 1.00G/2.18G [01:05<01:52, 10.5MB/s]
Downloading:  46%|████▌     | 1.00G/2.18G [01:05<01:51, 10.6MB/s]
Downloading:  46%|████▌     | 1.01G/2.18G [01:05<01:45, 11.2MB/s]
Downloading:  46%|████▌     | 1.01G/2.18G [01:05<01:46, 11.1MB/s]
Downloading:  46%|████▌     | 1.01G/2.18G [01:05<01:52, 10.5MB/s]
Downloading:  46%|████▋     | 1.01G/2.18G [01:05<01:50, 10.6MB/s]
Downloading:  46%|████▋     | 1.01G/2.18G [01:06<01:49, 10.7MB/s]
Downloading:  46%|████▋     | 1.01G/2.18G [01:06<01:48, 10.8MB/s]
Downloading:  47%|████▋     | 1.02G/2.18G [01:06<01:47, 10.8MB/s]
Downloading:  47%|████▋     | 1.02G/2.18G [01:06<01:47, 10.8MB/s]
Downloading:  47%|████▋     | 1.02G/2.18G [01:06<01:45, 11.0MB/s]
Downloading:  47%|████▋     | 1.02G/2.18G [01:06<01:46, 10.9MB/s]
Downloading:  47%|████▋     | 1.02G/2.18G [01:06<01:46, 10.9MB/s]
Downloading:  47%|████▋     | 1.02G/2.18G [01:07<01:44, 11.1MB/s]
Downloading:  47%|████▋     | 1.03G/2.18G [01:07<01:44, 11.1MB/s]
Downloading:  47%|████▋     | 1.03G/2.18G [01:07<01:44, 11.1MB/s]
Downloading:  47%|████▋     | 1.03G/2.18G [01:07<01:44, 11.0MB/s]
Downloading:  47%|████▋     | 1.03G/2.18G [01:07<01:44, 11.0MB/s]
Downloading:  47%|████▋     | 1.03G/2.18G [01:07<01:45, 10.9MB/s]
Downloading:  47%|████▋     | 1.03G/2.18G [01:08<01:44, 11.0MB/s]
Downloading:  47%|████▋     | 1.04G/2.18G [01:08<01:42, 11.1MB/s]
Downloading:  48%|████▊     | 1.04G/2.18G [01:08<01:44, 11.0MB/s]
Downloading:  48%|████▊     | 1.04G/2.18G [01:08<01:44, 11.0MB/s]
Downloading:  48%|████▊     | 1.04G/2.18G [01:08<01:43, 11.0MB/s]
Downloading:  48%|████▊     | 1.04G/2.18G [01:08<01:43, 11.0MB/s]
Downloading:  48%|████▊     | 1.05G/2.18G [01:08<01:42, 11.1MB/s]
Downloading:  48%|████▊     | 1.05G/2.18G [01:09<01:42, 11.1MB/s]
Downloading:  48%|████▊     | 1.05G/2.18G [01:09<01:42, 11.1MB/s]
Downloading:  48%|████▊     | 1.05G/2.18G [01:09<01:42, 11.1MB/s]
Downloading:  48%|████▊     | 1.05G/2.18G [01:09<01:40, 11.2MB/s]
Downloading:  48%|████▊     | 1.05G/2.18G [01:09<01:42, 11.0MB/s]
Downloading:  48%|████▊     | 1.06G/2.18G [01:09<01:42, 11.1MB/s]
Downloading:  48%|████▊     | 1.06G/2.18G [01:10<01:42, 11.0MB/s]
Downloading:  49%|████▊     | 1.06G/2.18G [01:10<01:41, 11.0MB/s]
Downloading:  49%|████▊     | 1.06G/2.18G [01:10<01:41, 11.1MB/s]
Downloading:  49%|████▊     | 1.06G/2.18G [01:10<01:41, 11.1MB/s]
Downloading:  49%|████▉     | 1.06G/2.18G [01:10<01:41, 11.1MB/s]
Downloading:  49%|████▉     | 1.07G/2.18G [01:10<01:41, 11.0MB/s]
Downloading:  49%|████▉     | 1.07G/2.18G [01:11<01:38, 11.3MB/s]
Downloading:  49%|████▉     | 1.07G/2.18G [01:11<01:40, 11.0MB/s]
Downloading:  49%|████▉     | 1.07G/2.18G [01:11<01:40, 11.0MB/s]
Downloading:  49%|████▉     | 1.07G/2.18G [01:11<01:40, 11.1MB/s]
Downloading:  49%|████▉     | 1.07G/2.18G [01:11<01:40, 11.0MB/s]
Downloading:  49%|████▉     | 1.08G/2.18G [01:11<01:39, 11.1MB/s]
Downloading:  49%|████▉     | 1.08G/2.18G [01:11<01:39, 11.1MB/s]
Downloading:  49%|████▉     | 1.08G/2.18G [01:12<01:39, 11.1MB/s]
Downloading:  50%|████▉     | 1.08G/2.18G [01:12<01:39, 11.0MB/s]
Downloading:  50%|████▉     | 1.08G/2.18G [01:12<01:39, 11.1MB/s]
Downloading:  50%|████▉     | 1.09G/2.18G [01:12<01:38, 11.2MB/s]
Downloading:  50%|████▉     | 1.09G/2.18G [01:12<01:38, 11.1MB/s]
Downloading:  50%|████▉     | 1.09G/2.18G [01:12<01:38, 11.1MB/s]
Downloading:  50%|████▉     | 1.09G/2.18G [01:13<01:37, 11.2MB/s]
Downloading:  50%|█████     | 1.09G/2.18G [01:13<01:37, 11.2MB/s]
Downloading:  50%|█████     | 1.09G/2.18G [01:13<01:37, 11.2MB/s]
Downloading:  50%|█████     | 1.10G/2.18G [01:13<01:37, 11.2MB/s]
Downloading:  50%|█████     | 1.10G/2.18G [01:13<01:35, 11.3MB/s]
Downloading:  50%|█████     | 1.10G/2.18G [01:13<01:35, 11.3MB/s]
Downloading:  50%|█████     | 1.10G/2.18G [01:14<01:35, 11.3MB/s]
Downloading:  51%|█████     | 1.10G/2.18G [01:14<01:35, 11.3MB/s]
Downloading:  51%|█████     | 1.10G/2.18G [01:14<01:35, 11.3MB/s]
Downloading:  51%|█████     | 1.11G/2.18G [01:14<01:34, 11.4MB/s]
Downloading:  51%|█████     | 1.11G/2.18G [01:14<01:34, 11.4MB/s]
Downloading:  51%|█████     | 1.11G/2.18G [01:14<01:33, 11.4MB/s]
Downloading:  51%|█████     | 1.11G/2.18G [01:14<01:33, 11.5MB/s]
Downloading:  51%|█████     | 1.11G/2.18G [01:15<01:31, 11.6MB/s]
Downloading:  51%|█████     | 1.12G/2.18G [01:15<01:32, 11.5MB/s]
Downloading:  51%|█████     | 1.12G/2.18G [01:15<01:31, 11.6MB/s]
Downloading:  51%|█████▏    | 1.12G/2.18G [01:15<01:30, 11.7MB/s]
Downloading:  51%|█████▏    | 1.12G/2.18G [01:15<01:30, 11.8MB/s]
Downloading:  51%|█████▏    | 1.12G/2.18G [01:15<01:29, 11.8MB/s]
Downloading:  52%|█████▏    | 1.13G/2.18G [01:16<01:29, 11.9MB/s]
Downloading:  52%|█████▏    | 1.13G/2.18G [01:16<01:28, 11.9MB/s]
Downloading:  52%|█████▏    | 1.13G/2.18G [01:16<01:27, 12.0MB/s]
Downloading:  52%|█████▏    | 1.13G/2.18G [01:16<01:27, 12.1MB/s]
Downloading:  52%|█████▏    | 1.13G/2.18G [01:16<01:26, 12.2MB/s]
Downloading:  52%|█████▏    | 1.13G/2.18G [01:16<01:25, 12.2MB/s]
Downloading:  52%|█████▏    | 1.14G/2.18G [01:17<01:24, 12.3MB/s]
Downloading:  52%|█████▏    | 1.14G/2.18G [01:17<01:24, 12.4MB/s]
Downloading:  52%|█████▏    | 1.14G/2.18G [01:17<01:25, 12.3MB/s]
Downloading:  52%|█████▏    | 1.14G/2.18G [01:17<01:23, 12.4MB/s]
Downloading:  52%|█████▏    | 1.14G/2.18G [01:17<01:22, 12.6MB/s]
Downloading:  53%|█████▎    | 1.15G/2.18G [01:17<01:20, 12.9MB/s]
Downloading:  53%|█████▎    | 1.15G/2.18G [01:17<01:19, 13.0MB/s]
Downloading:  53%|█████▎    | 1.15G/2.18G [01:18<01:19, 13.0MB/s]
Downloading:  53%|█████▎    | 1.15G/2.18G [01:18<01:18, 13.1MB/s]
Downloading:  53%|█████▎    | 1.16G/2.18G [01:18<01:19, 13.0MB/s]
Downloading:  53%|█████▎    | 1.16G/2.18G [01:18<01:18, 13.1MB/s]
Downloading:  53%|█████▎    | 1.16G/2.18G [01:18<01:16, 13.3MB/s]
Downloading:  53%|█████▎    | 1.16G/2.18G [01:18<01:15, 13.6MB/s]
Downloading:  53%|█████▎    | 1.16G/2.18G [01:19<01:14, 13.7MB/s]
Downloading:  53%|█████▎    | 1.17G/2.18G [01:19<01:12, 14.1MB/s]
Downloading:  54%|█████▎    | 1.17G/2.18G [01:19<01:12, 13.9MB/s]
Downloading:  54%|█████▎    | 1.17G/2.18G [01:19<01:11, 14.1MB/s]
Downloading:  54%|█████▎    | 1.17G/2.18G [01:19<01:11, 14.2MB/s]
Downloading:  54%|█████▍    | 1.17G/2.18G [01:19<01:10, 14.2MB/s]
Downloading:  54%|█████▍    | 1.18G/2.18G [01:20<01:09, 14.5MB/s]
Downloading:  54%|█████▍    | 1.18G/2.18G [01:20<01:08, 14.7MB/s]
Downloading:  54%|█████▍    | 1.18G/2.18G [01:20<01:07, 14.9MB/s]
Downloading:  54%|█████▍    | 1.18G/2.18G [01:20<01:06, 14.9MB/s]
Downloading:  54%|█████▍    | 1.19G/2.18G [01:20<01:06, 15.0MB/s]
Downloading:  54%|█████▍    | 1.19G/2.18G [01:20<01:05, 15.3MB/s]
Downloading:  55%|█████▍    | 1.19G/2.18G [01:20<01:03, 15.5MB/s]
Downloading:  55%|█████▍    | 1.19G/2.18G [01:21<01:03, 15.7MB/s]
Downloading:  55%|█████▍    | 1.20G/2.18G [01:21<01:02, 15.8MB/s]
Downloading:  55%|█████▍    | 1.20G/2.18G [01:21<01:01, 16.1MB/s]
Downloading:  55%|█████▌    | 1.20G/2.18G [01:21<01:00, 16.2MB/s]
Downloading:  55%|█████▌    | 1.20G/2.18G [01:21<00:59, 16.4MB/s]
Downloading:  55%|█████▌    | 1.21G/2.18G [01:21<00:58, 16.6MB/s]
Downloading:  55%|█████▌    | 1.21G/2.18G [01:22<00:58, 16.5MB/s]
Downloading:  56%|█████▌    | 1.21G/2.18G [01:22<00:57, 16.9MB/s]
Downloading:  56%|█████▌    | 1.22G/2.18G [01:22<00:57, 16.8MB/s]
Downloading:  56%|█████▌    | 1.22G/2.18G [01:22<00:57, 16.7MB/s]
Downloading:  56%|█████▌    | 1.22G/2.18G [01:22<00:57, 16.8MB/s]
Downloading:  56%|█████▌    | 1.22G/2.18G [01:22<00:57, 16.7MB/s]
Downloading:  56%|█████▌    | 1.23G/2.18G [01:23<00:56, 17.0MB/s]
Downloading:  56%|█████▋    | 1.23G/2.18G [01:23<00:56, 16.8MB/s]
Downloading:  56%|█████▋    | 1.23G/2.18G [01:23<00:57, 16.7MB/s]
Downloading:  57%|█████▋    | 1.23G/2.18G [01:23<00:56, 16.7MB/s]
Downloading:  57%|█████▋    | 1.24G/2.18G [01:23<00:57, 16.5MB/s]
Downloading:  57%|█████▋    | 1.24G/2.18G [01:23<00:53, 17.5MB/s]
Downloading:  57%|█████▋    | 1.24G/2.18G [01:23<00:53, 17.5MB/s]
Downloading:  57%|█████▋    | 1.25G/2.18G [01:24<00:53, 17.5MB/s]
Downloading:  57%|█████▋    | 1.25G/2.18G [01:24<00:53, 17.6MB/s]
Downloading:  57%|█████▋    | 1.25G/2.18G [01:24<00:52, 17.6MB/s]
Downloading:  57%|█████▋    | 1.25G/2.18G [01:24<00:52, 17.6MB/s]
Downloading:  58%|█████▊    | 1.26G/2.18G [01:24<00:52, 17.7MB/s]
Downloading:  58%|█████▊    | 1.26G/2.18G [01:24<00:52, 17.7MB/s]
Downloading:  58%|█████▊    | 1.26G/2.18G [01:25<00:51, 17.8MB/s]
Downloading:  58%|█████▊    | 1.26G/2.18G [01:25<00:51, 17.8MB/s]
Downloading:  58%|█████▊    | 1.27G/2.18G [01:25<00:51, 17.7MB/s]
Downloading:  58%|█████▊    | 1.27G/2.18G [01:25<00:51, 17.8MB/s]
Downloading:  58%|█████▊    | 1.27G/2.18G [01:25<00:50, 17.8MB/s]
Downloading:  58%|█████▊    | 1.28G/2.18G [01:25<00:50, 17.8MB/s]
Downloading:  59%|█████▊    | 1.28G/2.18G [01:25<00:51, 17.5MB/s]
Downloading:  59%|█████▊    | 1.28G/2.18G [01:26<00:51, 17.4MB/s]
Downloading:  59%|█████▉    | 1.28G/2.18G [01:26<00:52, 17.1MB/s]
Downloading:  59%|█████▉    | 1.29G/2.18G [01:26<00:52, 17.2MB/s]
Downloading:  59%|█████▉    | 1.29G/2.18G [01:26<00:51, 17.4MB/s]
Downloading:  59%|█████▉    | 1.29G/2.18G [01:26<00:51, 17.2MB/s]
Downloading:  59%|█████▉    | 1.29G/2.18G [01:26<00:51, 17.3MB/s]
Downloading:  59%|█████▉    | 1.30G/2.18G [01:27<00:51, 17.2MB/s]
Downloading:  60%|█████▉    | 1.30G/2.18G [01:27<00:51, 17.3MB/s]
Downloading:  60%|█████▉    | 1.30G/2.18G [01:27<00:51, 17.2MB/s]
Downloading:  60%|█████▉    | 1.31G/2.18G [01:27<00:50, 17.3MB/s]
Downloading:  60%|█████▉    | 1.31G/2.18G [01:27<00:50, 17.3MB/s]
Downloading:  60%|██████    | 1.31G/2.18G [01:27<00:50, 17.4MB/s]
Downloading:  60%|██████    | 1.31G/2.18G [01:28<00:50, 17.3MB/s]
Downloading:  60%|██████    | 1.32G/2.18G [01:28<00:50, 17.3MB/s]
Downloading:  60%|██████    | 1.32G/2.18G [01:28<00:50, 17.3MB/s]
Downloading:  61%|██████    | 1.32G/2.18G [01:28<00:50, 17.1MB/s]
Downloading:  61%|██████    | 1.32G/2.18G [01:28<00:49, 17.2MB/s]
Downloading:  61%|██████    | 1.33G/2.18G [01:28<00:49, 17.3MB/s]
Downloading:  61%|██████    | 1.33G/2.18G [01:28<00:50, 16.9MB/s]
Downloading:  61%|██████    | 1.33G/2.18G [01:29<00:49, 17.0MB/s]
Downloading:  61%|██████    | 1.34G/2.18G [01:29<00:49, 17.0MB/s]
Downloading:  61%|██████▏   | 1.34G/2.18G [01:29<00:49, 17.1MB/s]
Downloading:  61%|██████▏   | 1.34G/2.18G [01:29<00:49, 16.9MB/s]
Downloading:  62%|██████▏   | 1.34G/2.18G [01:29<00:49, 16.9MB/s]
Downloading:  62%|██████▏   | 1.35G/2.18G [01:29<00:49, 16.8MB/s]
Downloading:  62%|██████▏   | 1.35G/2.18G [01:30<00:50, 16.7MB/s]
Downloading:  62%|██████▏   | 1.35G/2.18G [01:30<00:49, 16.9MB/s]
Downloading:  62%|██████▏   | 1.35G/2.18G [01:30<00:49, 16.8MB/s]
Downloading:  62%|██████▏   | 1.36G/2.18G [01:30<00:48, 17.0MB/s]
Downloading:  62%|██████▏   | 1.36G/2.18G [01:30<00:50, 16.2MB/s]
Downloading:  62%|██████▏   | 1.36G/2.18G [01:30<00:49, 16.7MB/s]
Downloading:  62%|██████▏   | 1.36G/2.18G [01:31<00:49, 16.5MB/s]
Downloading:  63%|██████▎   | 1.37G/2.18G [01:31<00:49, 16.5MB/s]
Downloading:  63%|██████▎   | 1.37G/2.18G [01:31<00:48, 16.7MB/s]
Downloading:  63%|██████▎   | 1.37G/2.18G [01:31<00:48, 16.6MB/s]
Downloading:  63%|██████▎   | 1.37G/2.18G [01:31<00:48, 16.7MB/s]
Downloading:  63%|██████▎   | 1.38G/2.18G [01:31<00:48, 16.7MB/s]
Downloading:  63%|██████▎   | 1.38G/2.18G [01:31<00:48, 16.5MB/s]
Downloading:  63%|██████▎   | 1.38G/2.18G [01:32<00:47, 16.7MB/s]
Downloading:  63%|██████▎   | 1.39G/2.18G [01:32<00:48, 16.5MB/s]
Downloading:  64%|██████▎   | 1.39G/2.18G [01:32<00:47, 16.6MB/s]
Downloading:  64%|██████▎   | 1.39G/2.18G [01:32<00:47, 16.6MB/s]
Downloading:  64%|██████▍   | 1.39G/2.18G [01:32<00:47, 16.6MB/s]
Downloading:  64%|██████▍   | 1.40G/2.18G [01:32<00:46, 16.8MB/s]
Downloading:  64%|██████▍   | 1.40G/2.18G [01:33<00:46, 16.7MB/s]
Downloading:  64%|██████▍   | 1.40G/2.18G [01:33<00:46, 16.9MB/s]
Downloading:  64%|██████▍   | 1.40G/2.18G [01:33<00:46, 16.6MB/s]
Downloading:  64%|██████▍   | 1.41G/2.18G [01:33<00:46, 16.8MB/s]
Downloading:  65%|██████▍   | 1.41G/2.18G [01:33<00:45, 16.9MB/s]
Downloading:  65%|██████▍   | 1.41G/2.18G [01:33<00:46, 16.7MB/s]
Downloading:  65%|██████▍   | 1.41G/2.18G [01:34<00:45, 16.9MB/s]
Downloading:  65%|██████▍   | 1.42G/2.18G [01:34<00:45, 16.7MB/s]
Downloading:  65%|██████▌   | 1.42G/2.18G [01:34<00:45, 16.7MB/s]
Downloading:  65%|██████▌   | 1.42G/2.18G [01:34<00:45, 16.8MB/s]
Downloading:  65%|██████▌   | 1.42G/2.18G [01:34<00:45, 16.6MB/s]
Downloading:  65%|██████▌   | 1.43G/2.18G [01:34<00:44, 16.8MB/s]
Downloading:  66%|██████▌   | 1.43G/2.18G [01:34<00:45, 16.6MB/s]
Downloading:  66%|██████▌   | 1.43G/2.18G [01:35<00:44, 16.7MB/s]
Downloading:  66%|██████▌   | 1.44G/2.18G [01:35<00:44, 16.7MB/s]
Downloading:  66%|██████▌   | 1.44G/2.18G [01:35<00:46, 16.1MB/s]
Downloading:  66%|██████▌   | 1.44G/2.18G [01:35<00:44, 16.6MB/s]
Downloading:  66%|██████▌   | 1.44G/2.18G [01:35<00:45, 16.3MB/s]
Downloading:  66%|██████▌   | 1.45G/2.18G [01:35<00:44, 16.6MB/s]
Downloading:  66%|██████▋   | 1.45G/2.18G [01:36<00:44, 16.4MB/s]
Downloading:  66%|██████▋   | 1.45G/2.18G [01:36<00:44, 16.5MB/s]
Downloading:  67%|██████▋   | 1.45G/2.18G [01:36<00:44, 16.5MB/s]
Downloading:  67%|██████▋   | 1.46G/2.18G [01:36<00:44, 16.3MB/s]
Downloading:  67%|██████▋   | 1.46G/2.18G [01:36<00:43, 16.7MB/s]
Downloading:  67%|██████▋   | 1.46G/2.18G [01:36<00:44, 16.4MB/s]
Downloading:  67%|██████▋   | 1.46G/2.18G [01:37<00:44, 16.3MB/s]
Downloading:  67%|██████▋   | 1.47G/2.18G [01:37<00:44, 16.0MB/s]
Downloading:  67%|██████▋   | 1.47G/2.18G [01:37<00:44, 16.2MB/s]
Downloading:  67%|██████▋   | 1.47G/2.18G [01:37<00:43, 16.3MB/s]
Downloading:  68%|██████▊   | 1.47G/2.18G [01:37<00:44, 16.1MB/s]
Downloading:  68%|██████▊   | 1.48G/2.18G [01:37<00:43, 16.4MB/s]
Downloading:  68%|██████▊   | 1.48G/2.18G [01:37<00:41, 16.8MB/s]
Downloading:  68%|██████▊   | 1.48G/2.18G [01:38<00:42, 16.4MB/s]
Downloading:  68%|██████▊   | 1.48G/2.18G [01:38<00:41, 16.8MB/s]
Downloading:  68%|██████▊   | 1.49G/2.18G [01:38<00:43, 15.8MB/s]
Downloading:  68%|██████▊   | 1.49G/2.18G [01:38<00:42, 16.5MB/s]
Downloading:  68%|██████▊   | 1.49G/2.18G [01:38<00:43, 16.0MB/s]
Downloading:  68%|██████▊   | 1.49G/2.18G [01:38<00:41, 16.5MB/s]
Downloading:  69%|██████▊   | 1.50G/2.18G [01:39<00:42, 16.2MB/s]
Downloading:  69%|██████▊   | 1.50G/2.18G [01:39<00:41, 16.5MB/s]
Downloading:  69%|██████▉   | 1.50G/2.18G [01:39<00:41, 16.3MB/s]
Downloading:  69%|██████▉   | 1.50G/2.18G [01:39<00:41, 16.4MB/s]
Downloading:  69%|██████▉   | 1.51G/2.18G [01:39<00:41, 16.4MB/s]
Downloading:  69%|██████▉   | 1.51G/2.18G [01:39<00:41, 16.3MB/s]
Downloading:  69%|██████▉   | 1.51G/2.18G [01:40<00:41, 16.3MB/s]
Downloading:  69%|██████▉   | 1.51G/2.18G [01:40<00:41, 16.2MB/s]
Downloading:  70%|██████▉   | 1.52G/2.18G [01:40<00:41, 15.9MB/s]
Downloading:  70%|██████▉   | 1.52G/2.18G [01:40<00:40, 16.4MB/s]
Downloading:  70%|██████▉   | 1.52G/2.18G [01:40<00:41, 15.9MB/s]
Downloading:  70%|██████▉   | 1.53G/2.18G [01:40<00:39, 16.5MB/s]
Downloading:  70%|██████▉   | 1.53G/2.18G [01:40<00:38, 16.8MB/s]
Downloading:  70%|███████   | 1.53G/2.18G [01:41<00:39, 16.6MB/s]
Downloading:  70%|███████   | 1.53G/2.18G [01:41<00:39, 16.6MB/s]
Downloading:  70%|███████   | 1.54G/2.18G [01:41<00:40, 15.9MB/s]
Downloading:  70%|███████   | 1.54G/2.18G [01:41<00:38, 16.8MB/s]
Downloading:  71%|███████   | 1.54G/2.18G [01:41<00:40, 16.0MB/s]
Downloading:  71%|███████   | 1.54G/2.18G [01:41<00:39, 16.3MB/s]
Downloading:  71%|███████   | 1.55G/2.18G [01:42<00:39, 16.1MB/s]
Downloading:  71%|███████   | 1.55G/2.18G [01:42<00:39, 16.0MB/s]
Downloading:  71%|███████   | 1.55G/2.18G [01:42<00:39, 16.0MB/s]
Downloading:  71%|███████   | 1.55G/2.18G [01:42<00:39, 15.8MB/s]
Downloading:  71%|███████   | 1.56G/2.18G [01:42<00:41, 15.3MB/s]
Downloading:  71%|███████▏  | 1.56G/2.18G [01:42<00:39, 15.7MB/s]
Downloading:  71%|███████▏  | 1.56G/2.18G [01:43<00:40, 15.4MB/s]
Downloading:  72%|███████▏  | 1.56G/2.18G [01:43<00:39, 15.7MB/s]
Downloading:  72%|███████▏  | 1.57G/2.18G [01:43<00:39, 15.6MB/s]
Downloading:  72%|███████▏  | 1.57G/2.18G [01:43<00:40, 15.1MB/s]
Downloading:  72%|███████▏  | 1.57G/2.18G [01:43<00:39, 15.6MB/s]
Downloading:  72%|███████▏  | 1.57G/2.18G [01:43<00:39, 15.4MB/s]
Downloading:  72%|███████▏  | 1.57G/2.18G [01:43<00:38, 15.7MB/s]
Downloading:  72%|███████▏  | 1.58G/2.18G [01:44<00:39, 15.5MB/s]
Downloading:  72%|███████▏  | 1.58G/2.18G [01:44<00:38, 15.5MB/s]
Downloading:  72%|███████▏  | 1.58G/2.18G [01:44<00:38, 15.5MB/s]
Downloading:  73%|███████▎  | 1.58G/2.18G [01:44<00:38, 15.5MB/s]
Downloading:  73%|███████▎  | 1.59G/2.18G [01:44<00:38, 15.7MB/s]
Downloading:  73%|███████▎  | 1.59G/2.18G [01:44<00:38, 15.4MB/s]
Downloading:  73%|███████▎  | 1.59G/2.18G [01:45<00:37, 15.6MB/s]
Downloading:  73%|███████▎  | 1.59G/2.18G [01:45<00:38, 15.4MB/s]
Downloading:  73%|███████▎  | 1.60G/2.18G [01:45<00:37, 15.7MB/s]
Downloading:  73%|███████▎  | 1.60G/2.18G [01:45<00:37, 15.5MB/s]
Downloading:  73%|███████▎  | 1.60G/2.18G [01:45<00:38, 15.1MB/s]
Downloading:  73%|███████▎  | 1.60G/2.18G [01:45<00:36, 15.8MB/s]
Downloading:  74%|███████▎  | 1.61G/2.18G [01:45<00:38, 15.1MB/s]
Downloading:  74%|███████▎  | 1.61G/2.18G [01:46<00:37, 15.4MB/s]
Downloading:  74%|███████▍  | 1.61G/2.18G [01:46<00:37, 15.3MB/s]
Downloading:  74%|███████▍  | 1.61G/2.18G [01:46<00:37, 15.3MB/s]
Downloading:  74%|███████▍  | 1.62G/2.18G [01:46<00:36, 15.4MB/s]
Downloading:  74%|███████▍  | 1.62G/2.18G [01:46<00:37, 15.2MB/s]
Downloading:  74%|███████▍  | 1.62G/2.18G [01:46<00:33, 16.6MB/s]
Downloading:  74%|███████▍  | 1.62G/2.18G [01:47<00:33, 16.9MB/s]
Downloading:  75%|███████▍  | 1.63G/2.18G [01:47<00:33, 16.8MB/s]
Downloading:  75%|███████▍  | 1.63G/2.18G [01:47<00:32, 16.9MB/s]
Downloading:  75%|███████▍  | 1.63G/2.18G [01:47<00:32, 17.1MB/s]
Downloading:  75%|███████▍  | 1.64G/2.18G [01:47<00:31, 17.2MB/s]
Downloading:  75%|███████▌  | 1.64G/2.18G [01:47<00:31, 17.1MB/s]
Downloading:  75%|███████▌  | 1.64G/2.18G [01:48<00:32, 16.5MB/s]
Downloading:  75%|███████▌  | 1.64G/2.18G [01:48<00:32, 16.7MB/s]
Downloading:  75%|███████▌  | 1.65G/2.18G [01:48<00:31, 17.1MB/s]
Downloading:  76%|███████▌  | 1.65G/2.18G [01:48<00:29, 18.0MB/s]
Downloading:  76%|███████▌  | 1.65G/2.18G [01:48<00:29, 18.1MB/s]
Downloading:  76%|███████▌  | 1.65G/2.18G [01:48<00:29, 18.1MB/s]
Downloading:  76%|███████▌  | 1.66G/2.18G [01:48<00:29, 17.9MB/s]
Downloading:  76%|███████▌  | 1.66G/2.18G [01:49<00:29, 17.9MB/s]
Downloading:  76%|███████▌  | 1.66G/2.18G [01:49<00:28, 18.0MB/s]
Downloading:  76%|███████▋  | 1.67G/2.18G [01:49<00:28, 18.0MB/s]
Downloading:  76%|███████▋  | 1.67G/2.18G [01:49<00:28, 18.0MB/s]
Downloading:  77%|███████▋  | 1.67G/2.18G [01:49<00:28, 17.8MB/s]
Downloading:  77%|███████▋  | 1.67G/2.18G [01:49<00:28, 18.0MB/s]
Downloading:  77%|███████▋  | 1.68G/2.18G [01:50<00:28, 17.9MB/s]
Downloading:  77%|███████▋  | 1.68G/2.18G [01:50<00:28, 17.9MB/s]
Downloading:  77%|███████▋  | 1.68G/2.18G [01:50<00:27, 18.0MB/s]
Downloading:  77%|███████▋  | 1.69G/2.18G [01:50<00:27, 18.0MB/s]
Downloading:  77%|███████▋  | 1.69G/2.18G [01:50<00:27, 18.1MB/s]
Downloading:  77%|███████▋  | 1.69G/2.18G [01:50<00:27, 18.1MB/s]
Downloading:  78%|███████▊  | 1.69G/2.18G [01:51<00:27, 18.0MB/s]
Downloading:  78%|███████▊  | 1.70G/2.18G [01:51<00:27, 17.9MB/s]
Downloading:  78%|███████▊  | 1.70G/2.18G [01:51<00:27, 17.8MB/s]
Downloading:  78%|███████▊  | 1.70G/2.18G [01:51<00:26, 17.8MB/s]
Downloading:  78%|███████▊  | 1.71G/2.18G [01:51<00:27, 17.7MB/s]
Downloading:  78%|███████▊  | 1.71G/2.18G [01:51<00:26, 17.8MB/s]
Downloading:  78%|███████▊  | 1.71G/2.18G [01:51<00:26, 17.9MB/s]
Downloading:  79%|███████▊  | 1.71G/2.18G [01:52<00:26, 17.7MB/s]
Downloading:  79%|███████▊  | 1.72G/2.18G [01:52<00:26, 17.7MB/s]
Downloading:  79%|███████▉  | 1.72G/2.18G [01:52<00:26, 17.6MB/s]
Downloading:  79%|███████▉  | 1.72G/2.18G [01:52<00:26, 17.7MB/s]
Downloading:  79%|███████▉  | 1.72G/2.18G [01:52<00:25, 17.7MB/s]
Downloading:  79%|███████▉  | 1.73G/2.18G [01:52<00:25, 17.7MB/s]
Downloading:  79%|███████▉  | 1.73G/2.18G [01:53<00:25, 17.8MB/s]
Downloading:  79%|███████▉  | 1.73G/2.18G [01:53<00:25, 17.6MB/s]
Downloading:  80%|███████▉  | 1.74G/2.18G [01:53<00:25, 17.6MB/s]
Downloading:  80%|███████▉  | 1.74G/2.18G [01:53<00:25, 17.6MB/s]
Downloading:  80%|███████▉  | 1.74G/2.18G [01:53<00:25, 17.5MB/s]
Downloading:  80%|███████▉  | 1.74G/2.18G [01:53<00:24, 17.6MB/s]
Downloading:  80%|████████  | 1.75G/2.18G [01:54<00:24, 17.5MB/s]
Downloading:  80%|████████  | 1.75G/2.18G [01:54<00:24, 17.5MB/s]
Downloading:  80%|████████  | 1.75G/2.18G [01:54<00:24, 17.5MB/s]
Downloading:  80%|████████  | 1.76G/2.18G [01:54<00:24, 17.5MB/s]
Downloading:  81%|████████  | 1.76G/2.18G [01:54<00:23, 17.8MB/s]
Downloading:  81%|████████  | 1.76G/2.18G [01:54<00:23, 18.0MB/s]
Downloading:  81%|████████  | 1.76G/2.18G [01:54<00:23, 17.9MB/s]
Downloading:  81%|████████  | 1.77G/2.18G [01:55<00:23, 17.8MB/s]
Downloading:  81%|████████  | 1.77G/2.18G [01:55<00:23, 17.8MB/s]
Downloading:  81%|████████  | 1.77G/2.18G [01:55<00:22, 17.9MB/s]
Downloading:  81%|████████▏ | 1.78G/2.18G [01:55<00:22, 17.9MB/s]
Downloading:  81%|████████▏ | 1.78G/2.18G [01:55<00:22, 18.1MB/s]
Downloading:  82%|████████▏ | 1.78G/2.18G [01:55<00:22, 18.0MB/s]
Downloading:  82%|████████▏ | 1.78G/2.18G [01:56<00:22, 17.9MB/s]
Downloading:  82%|████████▏ | 1.79G/2.18G [01:56<00:22, 18.0MB/s]
Downloading:  82%|████████▏ | 1.79G/2.18G [01:56<00:21, 18.1MB/s]
Downloading:  82%|████████▏ | 1.79G/2.18G [01:56<00:21, 18.2MB/s]
Downloading:  82%|████████▏ | 1.79G/2.18G [01:56<00:21, 18.0MB/s]
Downloading:  82%|████████▏ | 1.80G/2.18G [01:56<00:21, 18.1MB/s]
Downloading:  82%|████████▏ | 1.80G/2.18G [01:57<00:21, 18.2MB/s]
Downloading:  83%|████████▎ | 1.80G/2.18G [01:57<00:20, 18.3MB/s]
Downloading:  83%|████████▎ | 1.81G/2.18G [01:57<00:20, 18.5MB/s]
Downloading:  83%|████████▎ | 1.81G/2.18G [01:57<00:20, 18.5MB/s]
Downloading:  83%|████████▎ | 1.81G/2.18G [01:57<00:20, 18.4MB/s]
Downloading:  83%|████████▎ | 1.82G/2.18G [01:57<00:19, 18.4MB/s]
Downloading:  83%|████████▎ | 1.82G/2.18G [01:57<00:19, 18.3MB/s]
Downloading:  83%|████████▎ | 1.82G/2.18G [01:58<00:19, 18.3MB/s]
Downloading:  84%|████████▎ | 1.82G/2.18G [01:58<00:19, 18.5MB/s]
Downloading:  84%|████████▎ | 1.83G/2.18G [01:58<00:19, 18.6MB/s]
Downloading:  84%|████████▍ | 1.83G/2.18G [01:58<00:18, 18.7MB/s]
Downloading:  84%|████████▍ | 1.83G/2.18G [01:58<00:18, 18.6MB/s]
Downloading:  84%|████████▍ | 1.84G/2.18G [01:58<00:18, 18.5MB/s]
Downloading:  84%|████████▍ | 1.84G/2.18G [01:59<00:18, 18.4MB/s]
Downloading:  84%|████████▍ | 1.84G/2.18G [01:59<00:18, 18.2MB/s]
Downloading:  84%|████████▍ | 1.84G/2.18G [01:59<00:18, 18.4MB/s]
Downloading:  85%|████████▍ | 1.85G/2.18G [01:59<00:18, 18.4MB/s]
Downloading:  85%|████████▍ | 1.85G/2.18G [01:59<00:17, 18.6MB/s]
Downloading:  85%|████████▍ | 1.85G/2.18G [01:59<00:17, 18.7MB/s]
Downloading:  85%|████████▌ | 1.86G/2.18G [02:00<00:17, 18.7MB/s]
Downloading:  85%|████████▌ | 1.86G/2.18G [02:00<00:17, 18.5MB/s]
Downloading:  85%|████████▌ | 1.86G/2.18G [02:00<00:17, 18.2MB/s]
Downloading:  85%|████████▌ | 1.86G/2.18G [02:00<00:17, 18.1MB/s]
Downloading:  86%|████████▌ | 1.87G/2.18G [02:00<00:17, 18.1MB/s]
Downloading:  86%|████████▌ | 1.87G/2.18G [02:00<00:17, 18.3MB/s]
Downloading:  86%|████████▌ | 1.87G/2.18G [02:00<00:16, 18.6MB/s]
Downloading:  86%|████████▌ | 1.88G/2.18G [02:01<00:16, 18.1MB/s]
Downloading:  86%|████████▌ | 1.88G/2.18G [02:01<00:16, 18.2MB/s]
Downloading:  86%|████████▌ | 1.88G/2.18G [02:01<00:16, 18.2MB/s]
Downloading:  86%|████████▋ | 1.88G/2.18G [02:01<00:16, 18.1MB/s]
Downloading:  86%|████████▋ | 1.89G/2.18G [02:01<00:16, 18.1MB/s]
Downloading:  87%|████████▋ | 1.89G/2.18G [02:01<00:16, 18.2MB/s]
Downloading:  87%|████████▋ | 1.89G/2.18G [02:02<00:15, 18.3MB/s]
Downloading:  87%|████████▋ | 1.90G/2.18G [02:02<00:15, 18.1MB/s]
Downloading:  87%|████████▋ | 1.90G/2.18G [02:02<00:15, 18.4MB/s]
Downloading:  87%|████████▋ | 1.90G/2.18G [02:02<00:15, 18.4MB/s]
Downloading:  87%|████████▋ | 1.91G/2.18G [02:02<00:14, 18.6MB/s]
Downloading:  87%|████████▋ | 1.91G/2.18G [02:02<00:14, 18.5MB/s]
Downloading:  88%|████████▊ | 1.91G/2.18G [02:02<00:14, 18.6MB/s]
Downloading:  88%|████████▊ | 1.91G/2.18G [02:03<00:14, 18.6MB/s]
Downloading:  88%|████████▊ | 1.92G/2.18G [02:03<00:14, 18.7MB/s]
Downloading:  88%|████████▊ | 1.92G/2.18G [02:03<00:14, 18.5MB/s]
Downloading:  88%|████████▊ | 1.92G/2.18G [02:03<00:14, 18.5MB/s]
Downloading:  88%|████████▊ | 1.93G/2.18G [02:03<00:13, 18.4MB/s]
Downloading:  88%|████████▊ | 1.93G/2.18G [02:03<00:13, 18.2MB/s]
Downloading:  88%|████████▊ | 1.93G/2.18G [02:04<00:13, 18.6MB/s]
Downloading:  89%|████████▊ | 1.93G/2.18G [02:04<00:13, 18.7MB/s]
Downloading:  89%|████████▊ | 1.94G/2.18G [02:04<00:13, 18.9MB/s]
Downloading:  89%|████████▉ | 1.94G/2.18G [02:04<00:12, 18.7MB/s]
Downloading:  89%|████████▉ | 1.94G/2.18G [02:04<00:12, 18.5MB/s]
Downloading:  89%|████████▉ | 1.95G/2.18G [02:04<00:12, 18.4MB/s]
Downloading:  89%|████████▉ | 1.95G/2.18G [02:05<00:12, 18.2MB/s]
Downloading:  89%|████████▉ | 1.95G/2.18G [02:05<00:12, 18.6MB/s]
Downloading:  90%|████████▉ | 1.95G/2.18G [02:05<00:12, 18.7MB/s]
Downloading:  90%|████████▉ | 1.96G/2.18G [02:05<00:11, 19.0MB/s]
Downloading:  90%|████████▉ | 1.96G/2.18G [02:05<00:11, 18.8MB/s]
Downloading:  90%|████████▉ | 1.96G/2.18G [02:05<00:11, 18.6MB/s]
Downloading:  90%|█████████ | 1.97G/2.18G [02:05<00:11, 18.3MB/s]
Downloading:  90%|█████████ | 1.97G/2.18G [02:06<00:11, 18.1MB/s]
Downloading:  90%|█████████ | 1.97G/2.18G [02:06<00:11, 18.4MB/s]
Downloading:  90%|█████████ | 1.97G/2.18G [02:06<00:11, 18.3MB/s]
Downloading:  91%|█████████ | 1.98G/2.18G [02:06<00:11, 18.5MB/s]
Downloading:  91%|█████████ | 1.98G/2.18G [02:06<00:10, 18.9MB/s]
Downloading:  91%|█████████ | 1.98G/2.18G [02:06<00:10, 19.0MB/s]
Downloading:  91%|█████████ | 1.99G/2.18G [02:07<00:10, 19.1MB/s]
Downloading:  91%|█████████ | 1.99G/2.18G [02:07<00:10, 18.8MB/s]
Downloading:  91%|█████████▏| 1.99G/2.18G [02:07<00:10, 18.5MB/s]
Downloading:  91%|█████████▏| 2.00G/2.18G [02:07<00:10, 18.4MB/s]
Downloading:  92%|█████████▏| 2.00G/2.18G [02:07<00:10, 18.4MB/s]
Downloading:  92%|█████████▏| 2.00G/2.18G [02:07<00:09, 18.6MB/s]
Downloading:  92%|█████████▏| 2.00G/2.18G [02:08<00:09, 18.7MB/s]
Downloading:  92%|█████████▏| 2.01G/2.18G [02:08<00:09, 18.9MB/s]
Downloading:  92%|█████████▏| 2.01G/2.18G [02:08<00:09, 19.0MB/s]
Downloading:  92%|█████████▏| 2.01G/2.18G [02:08<00:08, 19.1MB/s]
Downloading:  92%|█████████▏| 2.02G/2.18G [02:08<00:08, 18.9MB/s]
Downloading:  93%|█████████▎| 2.02G/2.18G [02:08<00:08, 18.5MB/s]
Downloading:  93%|█████████▎| 2.02G/2.18G [02:08<00:08, 18.4MB/s]
Downloading:  93%|█████████▎| 2.02G/2.18G [02:09<00:08, 18.3MB/s]
Downloading:  93%|█████████▎| 2.03G/2.18G [02:09<00:08, 18.5MB/s]
Downloading:  93%|█████████▎| 2.03G/2.18G [02:09<00:08, 18.8MB/s]
Downloading:  93%|█████████▎| 2.03G/2.18G [02:09<00:07, 19.0MB/s]
Downloading:  93%|█████████▎| 2.04G/2.18G [02:09<00:07, 19.1MB/s]
Downloading:  93%|█████████▎| 2.04G/2.18G [02:09<00:07, 19.0MB/s]
Downloading:  94%|█████████▎| 2.04G/2.18G [02:10<00:07, 18.8MB/s]
Downloading:  94%|█████████▎| 2.05G/2.18G [02:10<00:07, 18.5MB/s]
Downloading:  94%|█████████▍| 2.05G/2.18G [02:10<00:07, 18.7MB/s]
Downloading:  94%|█████████▍| 2.05G/2.18G [02:10<00:07, 18.6MB/s]
Downloading:  94%|█████████▍| 2.05G/2.18G [02:10<00:06, 18.8MB/s]
Downloading:  94%|█████████▍| 2.06G/2.18G [02:10<00:06, 19.0MB/s]
Downloading:  94%|█████████▍| 2.06G/2.18G [02:11<00:06, 19.1MB/s]
Downloading:  95%|█████████▍| 2.06G/2.18G [02:11<00:06, 19.0MB/s]
Downloading:  95%|█████████▍| 2.07G/2.18G [02:11<00:06, 19.0MB/s]
Downloading:  95%|█████████▍| 2.07G/2.18G [02:11<00:06, 18.8MB/s]
Downloading:  95%|█████████▍| 2.07G/2.18G [02:11<00:05, 18.7MB/s]
Downloading:  95%|█████████▌| 2.08G/2.18G [02:11<00:05, 18.7MB/s]
Downloading:  95%|█████████▌| 2.08G/2.18G [02:11<00:05, 19.0MB/s]
Downloading:  95%|█████████▌| 2.08G/2.18G [02:12<00:05, 19.1MB/s]
Downloading:  96%|█████████▌| 2.08G/2.18G [02:12<00:05, 19.2MB/s]
Downloading:  96%|█████████▌| 2.09G/2.18G [02:12<00:04, 19.3MB/s]
Downloading:  96%|█████████▌| 2.09G/2.18G [02:12<00:04, 19.2MB/s]
Downloading:  96%|█████████▌| 2.09G/2.18G [02:12<00:04, 19.1MB/s]
Downloading:  96%|█████████▌| 2.10G/2.18G [02:12<00:04, 18.4MB/s]
Downloading:  96%|█████████▌| 2.10G/2.18G [02:13<00:04, 18.5MB/s]
Downloading:  96%|█████████▋| 2.10G/2.18G [02:13<00:04, 18.5MB/s]
Downloading:  96%|█████████▋| 2.11G/2.18G [02:13<00:04, 18.9MB/s]
Downloading:  97%|█████████▋| 2.11G/2.18G [02:13<00:03, 19.1MB/s]
Downloading:  97%|█████████▋| 2.11G/2.18G [02:13<00:03, 19.2MB/s]
Downloading:  97%|█████████▋| 2.11G/2.18G [02:13<00:03, 19.3MB/s]
Downloading:  97%|█████████▋| 2.12G/2.18G [02:14<00:03, 18.7MB/s]
Downloading:  97%|█████████▋| 2.12G/2.18G [02:14<00:03, 18.7MB/s]
Downloading:  97%|█████████▋| 2.12G/2.18G [02:14<00:03, 18.6MB/s]
Downloading:  97%|█████████▋| 2.13G/2.18G [02:14<00:03, 18.9MB/s]
Downloading:  98%|█████████▊| 2.13G/2.18G [02:14<00:02, 19.1MB/s]
Downloading:  98%|█████████▊| 2.13G/2.18G [02:14<00:02, 19.2MB/s]
Downloading:  98%|█████████▊| 2.14G/2.18G [02:14<00:02, 19.2MB/s]
Downloading:  98%|█████████▊| 2.14G/2.18G [02:15<00:02, 18.9MB/s]
Downloading:  98%|█████████▊| 2.14G/2.18G [02:15<00:02, 18.9MB/s]
Downloading:  98%|█████████▊| 2.14G/2.18G [02:15<00:02, 18.6MB/s]
Downloading:  98%|█████████▊| 2.15G/2.18G [02:15<00:01, 18.9MB/s]
Downloading:  98%|█████████▊| 2.15G/2.18G [02:15<00:01, 18.8MB/s]
Downloading:  99%|█████████▊| 2.15G/2.18G [02:15<00:01, 19.1MB/s]
Downloading:  99%|█████████▉| 2.16G/2.18G [02:16<00:01, 19.2MB/s]
Downloading:  99%|█████████▉| 2.16G/2.18G [02:16<00:01, 18.5MB/s]
Downloading:  99%|█████████▉| 2.16G/2.18G [02:16<00:01, 18.9MB/s]
Downloading:  99%|█████████▉| 2.17G/2.18G [02:16<00:00, 19.2MB/s]
Downloading:  99%|█████████▉| 2.17G/2.18G [02:16<00:00, 19.2MB/s]
Downloading:  99%|█████████▉| 2.17G/2.18G [02:16<00:00, 18.7MB/s]
Downloading: 100%|█████████▉| 2.17G/2.18G [02:16<00:00, 18.5MB/s]
Downloading: 100%|█████████▉| 2.18G/2.18G [02:17<00:00, 18.9MB/s]
Downloading: 100%|█████████▉| 2.18G/2.18G [02:17<00:00, 19.1MB/s]
Downloading: 100%|██████████| 2.18G/2.18G [02:17<00:00, 15.9MB/s]

0 examples [00:00, ? examples/s]
1 examples [00:00,  6.31 examples/s]
8 examples [00:00, 27.40 examples/s]
25 examples [00:00, 75.42 examples/s]
36 examples [00:00, 51.92 examples/s]
48 examples [00:00, 66.38 examples/s]
60 examples [00:00, 76.78 examples/s]
70 examples [00:01, 74.11 examples/s]
79 examples [00:01, 40.79 examples/s]
112 examples [00:01, 84.82 examples/s]
127 examples [00:01, 71.95 examples/s]
139 examples [00:02, 60.14 examples/s]
149 examples [00:02, 65.48 examples/s]
159 examples [00:02, 67.71 examples/s]
168 examples [00:02, 63.86 examples/s]
176 examples [00:02, 54.97 examples/s]
195 examples [00:03, 71.14 examples/s]
214 examples [00:03, 91.51 examples/s]
225 examples [00:03, 78.80 examples/s]
236 examples [00:03, 83.89 examples/s]
246 examples [00:04, 44.57 examples/s]
260 examples [00:04, 48.76 examples/s]
267 examples [00:04, 49.29 examples/s]
274 examples [00:04, 46.98 examples/s]
280 examples [00:04, 47.18 examples/s]
286 examples [00:04, 46.61 examples/s]
294 examples [00:04, 49.19 examples/s]
300 examples [00:05, 50.75 examples/s]
328 examples [00:05, 101.34 examples/s]
340 examples [00:05, 73.65 examples/s] 
353 examples [00:05, 81.97 examples/s]
363 examples [00:05, 63.90 examples/s]
372 examples [00:05, 62.90 examples/s]
390 examples [00:06, 85.07 examples/s]
401 examples [00:06, 63.27 examples/s]
410 examples [00:06, 52.83 examples/s]
452 examples [00:06, 112.89 examples/s]
474 examples [00:06, 125.67 examples/s]
492 examples [00:07, 118.15 examples/s]
507 examples [00:07, 62.27 examples/s] 
519 examples [00:07, 64.02 examples/s]
536 examples [00:07, 78.17 examples/s]
548 examples [00:08, 80.37 examples/s]
559 examples [00:08, 76.44 examples/s]
598 examples [00:08, 135.29 examples/s]
631 examples [00:08, 167.78 examples/s]
652 examples [00:08, 164.00 examples/s]
672 examples [00:08, 139.28 examples/s]
699 examples [00:08, 156.73 examples/s]
740 examples [00:09, 199.82 examples/s]
762 examples [00:09, 154.12 examples/s]
781 examples [00:09, 99.46 examples/s] 
812 examples [00:09, 129.27 examples/s]
831 examples [00:09, 138.56 examples/s]
850 examples [00:10, 143.62 examples/s]
876 examples [00:10, 157.12 examples/s]
911 examples [00:10, 100.93 examples/s]
954 examples [00:10, 132.21 examples/s]
972 examples [00:11, 119.42 examples/s]
1000 examples [00:11, 138.69 examples/s]
1082 examples [00:11, 249.94 examples/s]
1115 examples [00:11, 133.32 examples/s]
1152 examples [00:12, 162.37 examples/s]
1181 examples [00:12, 158.63 examples/s]
1247 examples [00:12, 237.45 examples/s]
1385 examples [00:12, 431.64 examples/s]
1446 examples [00:12, 390.26 examples/s]
1498 examples [00:12, 396.26 examples/s]
1585 examples [00:12, 494.85 examples/s]
1656 examples [00:13, 528.34 examples/s]
1718 examples [00:13, 543.89 examples/s]
1779 examples [00:13, 300.54 examples/s]
1866 examples [00:13, 392.62 examples/s]
1925 examples [00:13, 397.81 examples/s]
1979 examples [00:14, 257.12 examples/s]
2020 examples [00:14, 260.18 examples/s]
2057 examples [00:14, 269.05 examples/s]
2092 examples [00:14, 277.72 examples/s]
2161 examples [00:14, 361.14 examples/s]
2206 examples [00:14, 314.11 examples/s]
2244 examples [00:15, 202.69 examples/s]
2275 examples [00:15, 219.30 examples/s]
2337 examples [00:15, 283.93 examples/s]
2374 examples [00:15, 257.70 examples/s]
2406 examples [00:16, 157.30 examples/s]
2431 examples [00:16, 156.93 examples/s]
2473 examples [00:16, 198.15 examples/s]
2543 examples [00:16, 252.11 examples/s]
2574 examples [00:17, 135.23 examples/s]
2742 examples [00:17, 320.22 examples/s]
2872 examples [00:17, 462.97 examples/s]
3000 examples [00:17, 537.29 examples/s]
3142 examples [00:17, 695.88 examples/s]
3245 examples [00:17, 763.89 examples/s]
3346 examples [00:17, 734.28 examples/s]
3437 examples [00:18, 404.22 examples/s]
                                        

0 examples [00:00, ? examples/s]
27 examples [00:00, 269.94 examples/s]
75 examples [00:00, 349.77 examples/s]
110 examples [00:00, 281.72 examples/s]
181 examples [00:00, 422.90 examples/s]
227 examples [00:00, 417.41 examples/s]
271 examples [00:01, 204.69 examples/s]
346 examples [00:01, 299.31 examples/s]
404 examples [00:01, 354.37 examples/s]
454 examples [00:01, 269.41 examples/s]
494 examples [00:01, 265.11 examples/s]
530 examples [00:01, 276.56 examples/s]
565 examples [00:01, 266.03 examples/s]
597 examples [00:02, 241.27 examples/s]
625 examples [00:02, 220.15 examples/s]
660 examples [00:02, 239.34 examples/s]
689 examples [00:02, 209.45 examples/s]
715 examples [00:02, 214.70 examples/s]
738 examples [00:02, 191.43 examples/s]
780 examples [00:02, 233.19 examples/s]
805 examples [00:03, 206.71 examples/s]
842 examples [00:03, 240.19 examples/s]
868 examples [00:03, 193.05 examples/s]
890 examples [00:03, 171.33 examples/s]
910 examples [00:03, 131.28 examples/s]
926 examples [00:04, 122.53 examples/s]
978 examples [00:04, 197.07 examples/s]
1004 examples [00:04, 206.02 examples/s]
1029 examples [00:04, 212.72 examples/s]
1054 examples [00:04, 176.67 examples/s]
1088 examples [00:04, 208.26 examples/s]
1139 examples [00:04, 278.46 examples/s]
1196 examples [00:04, 351.04 examples/s]
1253 examples [00:05, 358.61 examples/s]
1308 examples [00:05, 392.84 examples/s]
1350 examples [00:05, 376.11 examples/s]
1390 examples [00:05, 175.80 examples/s]
1420 examples [00:06, 169.16 examples/s]
1446 examples [00:06, 171.31 examples/s]
1470 examples [00:06, 159.81 examples/s]
1495 examples [00:06, 173.13 examples/s]
1557 examples [00:06, 235.46 examples/s]
1584 examples [00:06, 238.61 examples/s]
1620 examples [00:06, 252.12 examples/s]
1648 examples [00:07, 200.49 examples/s]
1671 examples [00:07, 156.73 examples/s]
1690 examples [00:07, 150.45 examples/s]
1707 examples [00:07, 152.57 examples/s]
1740 examples [00:07, 185.37 examples/s]
1775 examples [00:07, 218.88 examples/s]
1799 examples [00:08, 156.33 examples/s]
1819 examples [00:08, 144.69 examples/s]
1837 examples [00:08, 148.68 examples/s]
1866 examples [00:08, 173.15 examples/s]
1891 examples [00:08, 120.60 examples/s]
1913 examples [00:09, 120.30 examples/s]
1928 examples [00:09, 85.00 examples/s] 
1940 examples [00:09, 71.82 examples/s]
1950 examples [00:09, 71.13 examples/s]
1960 examples [00:10, 63.90 examples/s]
1982 examples [00:10, 70.71 examples/s]
2000 examples [00:10, 84.49 examples/s]
2019 examples [00:10, 60.01 examples/s]
2035 examples [00:11, 67.80 examples/s]
2082 examples [00:11, 126.16 examples/s]
2107 examples [00:11, 131.62 examples/s]
2133 examples [00:11, 125.10 examples/s]
2150 examples [00:12, 68.98 examples/s] 
2163 examples [00:12, 61.95 examples/s]
2173 examples [00:12, 47.70 examples/s]
2181 examples [00:13, 49.97 examples/s]
2227 examples [00:13, 76.41 examples/s]
2299 examples [00:13, 154.08 examples/s]
2373 examples [00:13, 191.65 examples/s]
2402 examples [00:13, 203.31 examples/s]
2430 examples [00:14, 147.72 examples/s]
2458 examples [00:14, 166.21 examples/s]
2493 examples [00:14, 193.56 examples/s]
2519 examples [00:14, 122.74 examples/s]
2539 examples [00:15, 115.03 examples/s]
2556 examples [00:15, 101.98 examples/s]
2575 examples [00:15, 103.19 examples/s]
2589 examples [00:15, 108.83 examples/s]
2606 examples [00:15, 119.78 examples/s]
2625 examples [00:15, 133.79 examples/s]
2641 examples [00:16, 133.07 examples/s]
2656 examples [00:16, 123.92 examples/s]
2709 examples [00:16, 188.65 examples/s]
2728 examples [00:16, 183.90 examples/s]
2747 examples [00:16, 157.25 examples/s]
2764 examples [00:17, 96.14 examples/s] 
2777 examples [00:17, 100.88 examples/s]
2790 examples [00:17, 97.96 examples/s] 
2802 examples [00:17, 70.01 examples/s]
2818 examples [00:17, 84.43 examples/s]
2830 examples [00:17, 87.79 examples/s]
2841 examples [00:17, 92.23 examples/s]
2853 examples [00:18, 92.71 examples/s]
2879 examples [00:18, 128.29 examples/s]
                                        

0 examples [00:00, ? examples/s]
19 examples [00:00, 180.17 examples/s]
38 examples [00:00, 111.91 examples/s]
74 examples [00:00, 176.29 examples/s]
123 examples [00:00, 176.33 examples/s]
142 examples [00:00, 149.87 examples/s]
190 examples [00:01, 200.94 examples/s]
212 examples [00:01, 204.70 examples/s]
249 examples [00:01, 187.38 examples/s]
270 examples [00:01, 168.22 examples/s]
310 examples [00:01, 209.50 examples/s]
334 examples [00:01, 189.51 examples/s]
357 examples [00:01, 198.24 examples/s]
390 examples [00:02, 218.27 examples/s]
414 examples [00:02, 210.41 examples/s]
442 examples [00:02, 218.17 examples/s]
465 examples [00:02, 136.96 examples/s]
483 examples [00:02, 135.60 examples/s]
507 examples [00:02, 155.21 examples/s]
536 examples [00:02, 182.22 examples/s]
581 examples [00:03, 241.37 examples/s]
612 examples [00:03, 252.69 examples/s]
652 examples [00:03, 257.93 examples/s]
680 examples [00:03, 238.48 examples/s]
706 examples [00:03, 221.12 examples/s]
730 examples [00:04, 121.71 examples/s]
769 examples [00:04, 161.93 examples/s]
793 examples [00:04, 125.26 examples/s]
817 examples [00:04, 139.43 examples/s]
850 examples [00:04, 168.69 examples/s]
890 examples [00:04, 214.42 examples/s]
932 examples [00:05, 232.35 examples/s]
960 examples [00:05, 135.60 examples/s]
982 examples [00:05, 110.66 examples/s]
1001 examples [00:05, 121.54 examples/s]
1027 examples [00:06, 132.04 examples/s]
1045 examples [00:06, 133.99 examples/s]
1062 examples [00:06, 132.07 examples/s]
1078 examples [00:06, 121.95 examples/s]
1101 examples [00:06, 141.12 examples/s]
1128 examples [00:06, 160.82 examples/s]
1160 examples [00:06, 181.29 examples/s]
1180 examples [00:07, 166.58 examples/s]
1198 examples [00:07, 105.21 examples/s]
1212 examples [00:07, 110.77 examples/s]
1228 examples [00:07, 117.00 examples/s]
1247 examples [00:07, 131.30 examples/s]
1275 examples [00:07, 122.92 examples/s]
1289 examples [00:08, 108.82 examples/s]
1319 examples [00:08, 131.63 examples/s]
1334 examples [00:08, 130.06 examples/s]
1423 examples [00:08, 287.09 examples/s]
1458 examples [00:08, 301.53 examples/s]
1492 examples [00:09, 148.09 examples/s]
1529 examples [00:09, 116.22 examples/s]
1550 examples [00:09, 115.84 examples/s]
1582 examples [00:10, 111.12 examples/s]
1598 examples [00:10, 103.30 examples/s]
1651 examples [00:10, 137.76 examples/s]
1677 examples [00:10, 115.08 examples/s]
1695 examples [00:11, 112.91 examples/s]
1745 examples [00:11, 169.80 examples/s]
1782 examples [00:11, 201.12 examples/s]
1863 examples [00:11, 319.79 examples/s]
1906 examples [00:11, 207.60 examples/s]
1940 examples [00:12, 152.93 examples/s]
1966 examples [00:12, 115.26 examples/s]
2000 examples [00:12, 138.63 examples/s]
2050 examples [00:12, 187.27 examples/s]
2081 examples [00:13, 169.04 examples/s]
2169 examples [00:13, 274.78 examples/s]
2209 examples [00:13, 213.45 examples/s]
2246 examples [00:13, 179.85 examples/s]
2280 examples [00:14, 141.39 examples/s]
2350 examples [00:14, 206.32 examples/s]
2422 examples [00:14, 254.43 examples/s]
2457 examples [00:15, 151.19 examples/s]
2483 examples [00:15, 93.51 examples/s] 
2503 examples [00:16, 102.23 examples/s]
2549 examples [00:16, 140.62 examples/s]
2586 examples [00:16, 152.20 examples/s]
2611 examples [00:16, 163.55 examples/s]
2635 examples [00:16, 100.69 examples/s]
2746 examples [00:17, 222.99 examples/s]
2792 examples [00:17, 257.16 examples/s]
2838 examples [00:17, 215.93 examples/s]
2875 examples [00:17, 142.70 examples/s]
                                        

0 examples [00:00, ? examples/s]
1 examples [00:03,  3.32s/ examples]
3 examples [00:03,  1.09 examples/s]
6 examples [00:03,  2.55 examples/s]
29 examples [00:03, 18.27 examples/s]
58 examples [00:03, 42.66 examples/s]
75 examples [00:04, 49.03 examples/s]
109 examples [00:04, 78.54 examples/s]
125 examples [00:04, 74.33 examples/s]
266 examples [00:04, 260.15 examples/s]
370 examples [00:04, 389.68 examples/s]
556 examples [00:04, 671.22 examples/s]
664 examples [00:04, 758.64 examples/s]
803 examples [00:05, 880.12 examples/s]
913 examples [00:05, 809.36 examples/s]
1011 examples [00:05, 589.62 examples/s]
1262 examples [00:05, 950.12 examples/s]
1549 examples [00:05, 1356.03 examples/s]
1881 examples [00:05, 1514.62 examples/s]
2076 examples [00:05, 1608.24 examples/s]
2327 examples [00:06, 1815.33 examples/s]
2530 examples [00:06, 1704.54 examples/s]
2732 examples [00:06, 1782.37 examples/s]
2923 examples [00:06, 1702.03 examples/s]
3102 examples [00:06, 1109.38 examples/s]
3252 examples [00:06, 1174.37 examples/s]
3395 examples [00:07, 1099.54 examples/s]
3578 examples [00:07, 1252.11 examples/s]
3749 examples [00:07, 1358.76 examples/s]
4000 examples [00:07, 1367.65 examples/s]
4269 examples [00:07, 1670.04 examples/s]
4531 examples [00:07, 1900.77 examples/s]
4743 examples [00:07, 1957.25 examples/s]
5000 examples [00:07, 1875.75 examples/s]
5283 examples [00:07, 2108.17 examples/s]
5505 examples [00:08, 2112.93 examples/s]
5824 examples [00:08, 2405.63 examples/s]
6073 examples [00:08, 2127.87 examples/s]
6322 examples [00:08, 2219.59 examples/s]
6554 examples [00:08, 2210.10 examples/s]
6791 examples [00:08, 2253.49 examples/s]
7022 examples [00:08, 1828.20 examples/s]
7323 examples [00:08, 2117.79 examples/s]
7553 examples [00:09, 2057.49 examples/s]
7771 examples [00:09, 1996.74 examples/s]
8000 examples [00:09, 1859.69 examples/s]
8194 examples [00:10, 611.40 examples/s] 
8402 examples [00:10, 764.79 examples/s]
8564 examples [00:10, 741.43 examples/s]
8821 examples [00:10, 989.52 examples/s]
9000 examples [00:10, 1001.33 examples/s]
9151 examples [00:10, 966.28 examples/s] 
9283 examples [00:11, 931.36 examples/s]
9425 examples [00:11, 1020.41 examples/s]
9549 examples [00:11, 863.33 examples/s] 
9654 examples [00:11, 825.77 examples/s]
9784 examples [00:11, 922.30 examples/s]
10000 examples [00:11, 1165.59 examples/s]
10316 examples [00:11, 1640.05 examples/s]
10660 examples [00:12, 2096.27 examples/s]
10914 examples [00:12, 2214.30 examples/s]
11154 examples [00:12, 1997.54 examples/s]
11416 examples [00:12, 2157.16 examples/s]
11646 examples [00:12, 2180.70 examples/s]
11875 examples [00:15, 262.92 examples/s] 
12038 examples [00:15, 274.84 examples/s]
12162 examples [00:15, 324.12 examples/s]
12285 examples [00:15, 380.86 examples/s]
12402 examples [00:16, 438.05 examples/s]
12511 examples [00:16, 472.84 examples/s]
12682 examples [00:16, 628.90 examples/s]
12923 examples [00:16, 900.72 examples/s]
13078 examples [00:16, 961.17 examples/s]
13351 examples [00:16, 1304.57 examples/s]
13622 examples [00:16, 1609.60 examples/s]
13860 examples [00:16, 1791.63 examples/s]
14078 examples [00:17, 1691.90 examples/s]
14275 examples [00:17, 1623.59 examples/s]
14474 examples [00:17, 1712.25 examples/s]
14711 examples [00:17, 1881.78 examples/s]
14959 examples [00:17, 2042.89 examples/s]
15175 examples [00:17, 1677.16 examples/s]
15462 examples [00:17, 1965.90 examples/s]
15758 examples [00:17, 2221.62 examples/s]
16000 examples [00:18, 1793.99 examples/s]
16263 examples [00:18, 1987.11 examples/s]
16485 examples [00:18, 2001.28 examples/s]
16702 examples [00:18, 1910.36 examples/s]
16965 examples [00:18, 2091.08 examples/s]
17186 examples [00:18, 1912.81 examples/s]
17487 examples [00:18, 2192.81 examples/s]
17773 examples [00:18, 2370.45 examples/s]
18021 examples [00:19, 1926.85 examples/s]
18330 examples [00:19, 2206.49 examples/s]
18654 examples [00:19, 2470.30 examples/s]
18983 examples [00:19, 2689.57 examples/s]
19268 examples [00:19, 1959.09 examples/s]
19503 examples [00:19, 1799.47 examples/s]
19711 examples [00:19, 1608.02 examples/s]
19953 examples [00:20, 1779.56 examples/s]
20153 examples [00:20, 1614.09 examples/s]
20407 examples [00:20, 1821.58 examples/s]
20654 examples [00:20, 1979.14 examples/s]
20916 examples [00:20, 2143.90 examples/s]
21145 examples [00:20, 1914.42 examples/s]
21442 examples [00:20, 2180.52 examples/s]
21725 examples [00:20, 2349.61 examples/s]
22000 examples [00:21, 1985.16 examples/s]
22263 examples [00:21, 2138.75 examples/s]
                                          

0 examples [00:00, ? examples/s]
5 examples [00:00, 49.74 examples/s]
91 examples [00:00, 494.91 examples/s]
139 examples [00:00, 324.44 examples/s]
177 examples [00:00, 333.49 examples/s]
213 examples [00:00, 205.67 examples/s]
247 examples [00:00, 228.82 examples/s]
276 examples [00:01, 220.36 examples/s]
322 examples [00:01, 271.93 examples/s]
354 examples [00:01, 224.50 examples/s]
388 examples [00:01, 246.86 examples/s]
417 examples [00:01, 236.04 examples/s]
444 examples [00:01, 220.85 examples/s]
480 examples [00:01, 252.79 examples/s]
508 examples [00:02, 227.04 examples/s]
533 examples [00:02, 190.45 examples/s]
643 examples [00:02, 387.63 examples/s]
693 examples [00:02, 409.87 examples/s]
741 examples [00:02, 285.26 examples/s]
780 examples [00:03, 222.67 examples/s]
811 examples [00:03, 208.03 examples/s]
838 examples [00:03, 169.00 examples/s]
860 examples [00:03, 164.34 examples/s]
881 examples [00:03, 171.98 examples/s]
905 examples [00:03, 183.98 examples/s]
926 examples [00:04, 167.75 examples/s]
945 examples [00:04, 162.77 examples/s]
974 examples [00:04, 190.36 examples/s]
995 examples [00:04, 188.23 examples/s]
1015 examples [00:04, 190.39 examples/s]
1079 examples [00:04, 308.74 examples/s]
1113 examples [00:04, 265.42 examples/s]
1143 examples [00:04, 250.83 examples/s]
1170 examples [00:05, 221.50 examples/s]
1199 examples [00:05, 234.47 examples/s]
1261 examples [00:05, 328.61 examples/s]
1363 examples [00:05, 507.67 examples/s]
1419 examples [00:05, 470.32 examples/s]
1470 examples [00:05, 350.27 examples/s]
1512 examples [00:06, 248.76 examples/s]
1546 examples [00:06, 249.76 examples/s]
1578 examples [00:06, 261.72 examples/s]
1638 examples [00:06, 330.80 examples/s]
1746 examples [00:06, 496.78 examples/s]
1805 examples [00:06, 452.99 examples/s]
1905 examples [00:06, 573.04 examples/s]
1970 examples [00:07, 254.59 examples/s]
2019 examples [00:07, 191.09 examples/s]
2056 examples [00:08, 195.46 examples/s]
2089 examples [00:08, 164.99 examples/s]
2115 examples [00:08, 170.14 examples/s]
2139 examples [00:08, 175.01 examples/s]
2162 examples [00:08, 161.10 examples/s]
2182 examples [00:08, 152.20 examples/s]
2210 examples [00:09, 171.03 examples/s]
2230 examples [00:09, 140.93 examples/s]
2247 examples [00:09, 114.79 examples/s]
2274 examples [00:09, 130.90 examples/s]
2289 examples [00:09, 115.61 examples/s]
2314 examples [00:09, 139.63 examples/s]
2331 examples [00:10, 120.02 examples/s]
2345 examples [00:10, 97.38 examples/s] 
2369 examples [00:10, 117.76 examples/s]
2383 examples [00:10, 120.94 examples/s]
2407 examples [00:10, 146.99 examples/s]
2424 examples [00:11, 110.14 examples/s]
2438 examples [00:11, 80.17 examples/s] 
2470 examples [00:11, 118.01 examples/s]
2537 examples [00:11, 178.44 examples/s]
2558 examples [00:11, 163.49 examples/s]
2576 examples [00:11, 165.95 examples/s]
2594 examples [00:12, 155.55 examples/s]
2626 examples [00:12, 190.64 examples/s]
2724 examples [00:12, 375.13 examples/s]
2850 examples [00:12, 596.79 examples/s]
2919 examples [00:12, 491.70 examples/s]
2978 examples [00:13, 209.46 examples/s]
3022 examples [00:13, 178.23 examples/s]
3057 examples [00:13, 196.37 examples/s]
3107 examples [00:13, 236.37 examples/s]
3165 examples [00:14, 292.01 examples/s]
3209 examples [00:14, 226.39 examples/s]
3248 examples [00:14, 252.02 examples/s]
3284 examples [00:14, 166.03 examples/s]
3312 examples [00:15, 84.84 examples/s] 
3333 examples [00:16, 65.84 examples/s]
3349 examples [00:17, 51.87 examples/s]
3408 examples [00:17, 90.74 examples/s]
3434 examples [00:17, 103.86 examples/s]
3514 examples [00:17, 181.53 examples/s]
3552 examples [00:17, 175.16 examples/s]
3584 examples [00:18, 113.26 examples/s]
                                        Dataset common_voice downloaded and prepared to /workspace/.cache/huggingface/datasets/common_voice/zh-TW/6.1.0/5693bfc0feeade582a78c2fb250bc88f52bd86f0a7f1bb22bfee67e715de30fd. Subsequent calls will reuse this data.
02/06/2022 11:40:43 - WARNING - datasets.builder - Reusing dataset common_voice (/workspace/.cache/huggingface/datasets/common_voice/zh-TW/6.1.0/5693bfc0feeade582a78c2fb250bc88f52bd86f0a7f1bb22bfee67e715de30fd)


remove special characters from datasets: 0ex [00:00, ?ex/s]
remove special characters from datasets: 797ex [00:00, 7963.29ex/s]
remove special characters from datasets: 1594ex [00:00, 5062.59ex/s]
remove special characters from datasets: 2160ex [00:00, 4583.62ex/s]
remove special characters from datasets: 2838ex [00:00, 5244.42ex/s]
remove special characters from datasets: 3401ex [00:00, 4976.06ex/s]
remove special characters from datasets: 4000ex [00:00, 4874.50ex/s]
remove special characters from datasets: 4683ex [00:00, 5409.72ex/s]
remove special characters from datasets: 5245ex [00:01, 4546.00ex/s]
remove special characters from datasets: 5909ex [00:01, 5069.77ex/s]
remove special characters from datasets: 6402ex [00:01, 4942.28ex/s]

remove special characters from datasets: 0ex [00:00, ?ex/s]
remove special characters from datasets: 591ex [00:00, 5903.66ex/s]
remove special characters from datasets: 1182ex [00:00, 4833.92ex/s]
remove special characters from datasets: 1797ex [00:00, 5367.32ex/s]
remove special characters from datasets: 2347ex [00:00, 4760.18ex/s]
remove special characters from datasets: 2933ex [00:00, 5106.40ex/s]
remove special characters from datasets: 3000ex [00:00, 4300.06ex/s]
https://huggingface.co/facebook/wav2vec2-xls-r-300m/resolve/main/config.json not found in cache or force_download set to True, downloading to /workspace/.cache/huggingface/transformers/tmpwuv8hkt0

Downloading:   0%|          | 0.00/1.53k [00:00<?, ?B/s]
Downloading: 100%|██████████| 1.53k/1.53k [00:00<00:00, 898kB/s]
storing https://huggingface.co/facebook/wav2vec2-xls-r-300m/resolve/main/config.json in cache at /workspace/.cache/huggingface/transformers/dabc27df63e37bd2a7a221c7774e35f36a280fbdf917cf54cadfc7df8c786f6f.a3e4c3c967d9985881e0ae550a5f6f668f897db5ab2e0802f9b97973b15970e6
creating metadata file for /workspace/.cache/huggingface/transformers/dabc27df63e37bd2a7a221c7774e35f36a280fbdf917cf54cadfc7df8c786f6f.a3e4c3c967d9985881e0ae550a5f6f668f897db5ab2e0802f9b97973b15970e6
loading configuration file https://huggingface.co/facebook/wav2vec2-xls-r-300m/resolve/main/config.json from cache at /workspace/.cache/huggingface/transformers/dabc27df63e37bd2a7a221c7774e35f36a280fbdf917cf54cadfc7df8c786f6f.a3e4c3c967d9985881e0ae550a5f6f668f897db5ab2e0802f9b97973b15970e6
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": "4.17.0.dev0",
  "use_weighted_layer_sum": false,
  "vocab_size": 32,
  "xvector_output_dim": 512
}


  0%|          | 0/1 [00:00<?, ?ba/s]
100%|██████████| 1/1 [00:00<00:00,  3.14ba/s]
100%|██████████| 1/1 [00:00<00:00,  3.14ba/s]

  0%|          | 0/1 [00:00<?, ?ba/s]
100%|██████████| 1/1 [00:00<00:00, 11.30ba/s]
Didn't find file ./tokenizer_config.json. We won't load it.
Didn't find file ./added_tokens.json. We won't load it.
Didn't find file ./special_tokens_map.json. We won't load it.
Didn't find file ./tokenizer.json. We won't load it.
loading file ./vocab.json
loading file None
loading file None
loading file None
loading file None
file ./config.json not found
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 https://huggingface.co/facebook/wav2vec2-xls-r-300m/resolve/main/config.json from cache at /workspace/.cache/huggingface/transformers/dabc27df63e37bd2a7a221c7774e35f36a280fbdf917cf54cadfc7df8c786f6f.a3e4c3c967d9985881e0ae550a5f6f668f897db5ab2e0802f9b97973b15970e6
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": "4.17.0.dev0",
  "use_weighted_layer_sum": false,
  "vocab_size": 32,
  "xvector_output_dim": 512
}

https://huggingface.co/facebook/wav2vec2-xls-r-300m/resolve/main/preprocessor_config.json not found in cache or force_download set to True, downloading to /workspace/.cache/huggingface/transformers/tmptw8gnqv0

Downloading:   0%|          | 0.00/212 [00:00<?, ?B/s]
Downloading: 100%|██████████| 212/212 [00:00<00:00, 110kB/s]
storing https://huggingface.co/facebook/wav2vec2-xls-r-300m/resolve/main/preprocessor_config.json in cache at /workspace/.cache/huggingface/transformers/6fb028b95b394059e7d3b367bbca2382b576c66aebe896f04d2cd34e1b575f5b.d4484dc1c81456a2461485e7168b04347a7b9a4e3b1ef3aba723323b33e12326
creating metadata file for /workspace/.cache/huggingface/transformers/6fb028b95b394059e7d3b367bbca2382b576c66aebe896f04d2cd34e1b575f5b.d4484dc1c81456a2461485e7168b04347a7b9a4e3b1ef3aba723323b33e12326
loading feature extractor configuration file https://huggingface.co/facebook/wav2vec2-xls-r-300m/resolve/main/preprocessor_config.json from cache at /workspace/.cache/huggingface/transformers/6fb028b95b394059e7d3b367bbca2382b576c66aebe896f04d2cd34e1b575f5b.d4484dc1c81456a2461485e7168b04347a7b9a4e3b1ef3aba723323b33e12326
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
}

https://huggingface.co/facebook/wav2vec2-xls-r-300m/resolve/main/pytorch_model.bin not found in cache or force_download set to True, downloading to /workspace/.cache/huggingface/transformers/tmp7sf1_c2z

Downloading:   0%|          | 0.00/1.18G [00:00<?, ?B/s]
Downloading:   0%|          | 5.22M/1.18G [00:00<00:23, 54.7MB/s]
Downloading:   1%|          | 11.6M/1.18G [00:00<00:20, 61.0MB/s]
Downloading:   1%|▏         | 17.4M/1.18G [00:00<00:21, 58.8MB/s]
Downloading:   2%|▏         | 23.5M/1.18G [00:00<00:20, 61.0MB/s]
Downloading:   3%|▎         | 30.4M/1.18G [00:00<00:19, 65.1MB/s]
Downloading:   3%|▎         | 36.7M/1.18G [00:00<00:19, 63.3MB/s]
Downloading:   4%|▎         | 43.4M/1.18G [00:00<00:18, 65.5MB/s]
Downloading:   4%|▍         | 49.8M/1.18G [00:00<00:20, 60.5MB/s]
Downloading:   5%|▍         | 55.7M/1.18G [00:01<00:26, 46.5MB/s]
Downloading:   5%|▌         | 61.9M/1.18G [00:01<00:23, 51.0MB/s]
Downloading:   6%|▌         | 68.0M/1.18G [00:01<00:23, 51.9MB/s]
Downloading:   6%|▌         | 73.3M/1.18G [00:01<00:23, 50.9MB/s]
Downloading:   7%|▋         | 80.1M/1.18G [00:01<00:21, 56.3MB/s]
Downloading:   7%|▋         | 85.7M/1.18G [00:01<00:23, 49.7MB/s]
Downloading:   8%|▊         | 92.5M/1.18G [00:01<00:21, 55.2MB/s]
Downloading:   8%|▊         | 98.1M/1.18G [00:01<00:25, 46.4MB/s]
Downloading:   8%|▊         | 103M/1.18G [00:02<00:25, 45.3MB/s] 
Downloading:   9%|▉         | 109M/1.18G [00:02<00:23, 49.1MB/s]
Downloading:   9%|▉         | 114M/1.18G [00:02<00:24, 47.4MB/s]
Downloading:  10%|▉         | 119M/1.18G [00:02<00:23, 49.2MB/s]
Downloading:  10%|█         | 124M/1.18G [00:02<00:22, 51.7MB/s]
Downloading:  11%|█         | 131M/1.18G [00:02<00:20, 55.9MB/s]
Downloading:  11%|█▏        | 138M/1.18G [00:02<00:18, 61.0MB/s]
Downloading:  12%|█▏        | 144M/1.18G [00:02<00:19, 58.4MB/s]
Downloading:  12%|█▏        | 149M/1.18G [00:02<00:19, 57.8MB/s]
Downloading:  13%|█▎        | 155M/1.18G [00:02<00:19, 58.0MB/s]
Downloading:  13%|█▎        | 162M/1.18G [00:03<00:17, 62.7MB/s]
Downloading:  14%|█▍        | 169M/1.18G [00:03<00:16, 64.6MB/s]
Downloading:  15%|█▍        | 176M/1.18G [00:03<00:16, 67.1MB/s]
Downloading:  15%|█▌        | 183M/1.18G [00:03<00:15, 69.0MB/s]
Downloading:  16%|█▌        | 190M/1.18G [00:03<00:15, 71.0MB/s]
Downloading:  16%|█▌        | 197M/1.18G [00:03<00:15, 69.4MB/s]
Downloading:  17%|█▋        | 203M/1.18G [00:03<00:16, 65.5MB/s]
Downloading:  17%|█▋        | 210M/1.18G [00:03<00:16, 64.2MB/s]
Downloading:  18%|█▊        | 216M/1.18G [00:03<00:15, 65.5MB/s]
Downloading:  18%|█▊        | 222M/1.18G [00:04<00:17, 58.3MB/s]
Downloading:  19%|█▉        | 228M/1.18G [00:04<00:20, 50.5MB/s]
Downloading:  19%|█▉        | 234M/1.18G [00:04<00:18, 54.1MB/s]
Downloading:  20%|█▉        | 240M/1.18G [00:04<00:18, 55.8MB/s]
Downloading:  20%|██        | 246M/1.18G [00:04<00:18, 56.2MB/s]
Downloading:  21%|██        | 251M/1.18G [00:04<00:18, 55.5MB/s]
Downloading:  21%|██        | 257M/1.18G [00:04<00:17, 55.7MB/s]
Downloading:  22%|██▏       | 264M/1.18G [00:04<00:16, 61.9MB/s]
Downloading:  22%|██▏       | 270M/1.18G [00:04<00:17, 58.0MB/s]
Downloading:  23%|██▎       | 277M/1.18G [00:05<00:15, 62.3MB/s]
Downloading:  23%|██▎       | 283M/1.18G [00:05<00:15, 63.6MB/s]
Downloading:  24%|██▍       | 290M/1.18G [00:05<00:15, 64.2MB/s]
Downloading:  24%|██▍       | 296M/1.18G [00:05<00:16, 57.8MB/s]
Downloading:  25%|██▍       | 303M/1.18G [00:05<00:15, 61.9MB/s]
Downloading:  25%|██▌       | 309M/1.18G [00:05<00:15, 62.1MB/s]
Downloading:  26%|██▌       | 316M/1.18G [00:05<00:14, 65.4MB/s]
Downloading:  27%|██▋       | 322M/1.18G [00:05<00:14, 65.1MB/s]
Downloading:  27%|██▋       | 329M/1.18G [00:05<00:13, 67.2MB/s]
Downloading:  28%|██▊       | 335M/1.18G [00:06<00:14, 64.9MB/s]
Downloading:  28%|██▊       | 342M/1.18G [00:06<00:14, 62.6MB/s]
Downloading:  29%|██▉       | 349M/1.18G [00:06<00:14, 64.5MB/s]
Downloading:  29%|██▉       | 355M/1.18G [00:06<00:14, 63.7MB/s]
Downloading:  30%|██▉       | 362M/1.18G [00:06<00:13, 67.8MB/s]
Downloading:  30%|███       | 369M/1.18G [00:06<00:13, 67.5MB/s]
Downloading:  31%|███       | 376M/1.18G [00:06<00:12, 68.6MB/s]
Downloading:  32%|███▏      | 384M/1.18G [00:06<00:11, 73.8MB/s]
Downloading:  32%|███▏      | 391M/1.18G [00:06<00:12, 68.5MB/s]
Downloading:  33%|███▎      | 398M/1.18G [00:06<00:12, 69.8MB/s]
Downloading:  33%|███▎      | 405M/1.18G [00:07<00:13, 62.1MB/s]
Downloading:  34%|███▍      | 412M/1.18G [00:07<00:12, 65.7MB/s]
Downloading:  35%|███▍      | 419M/1.18G [00:07<00:12, 68.9MB/s]
Downloading:  35%|███▌      | 427M/1.18G [00:07<00:11, 71.4MB/s]
Downloading:  36%|███▌      | 434M/1.18G [00:07<00:12, 66.6MB/s]
Downloading:  36%|███▋      | 440M/1.18G [00:07<00:12, 63.0MB/s]
Downloading:  37%|███▋      | 446M/1.18G [00:07<00:12, 62.4MB/s]
Downloading:  37%|███▋      | 452M/1.18G [00:07<00:13, 59.2MB/s]
Downloading:  38%|███▊      | 460M/1.18G [00:07<00:12, 63.6MB/s]
Downloading:  39%|███▊      | 467M/1.18G [00:08<00:11, 68.9MB/s]
Downloading:  39%|███▉      | 474M/1.18G [00:08<00:12, 61.6MB/s]
Downloading:  40%|███▉      | 481M/1.18G [00:08<00:11, 64.7MB/s]
Downloading:  40%|████      | 488M/1.18G [00:08<00:12, 60.9MB/s]
Downloading:  41%|████      | 494M/1.18G [00:08<00:12, 61.8MB/s]
Downloading:  41%|████▏     | 501M/1.18G [00:08<00:11, 65.5MB/s]
Downloading:  42%|████▏     | 508M/1.18G [00:08<00:10, 69.3MB/s]
Downloading:  43%|████▎     | 515M/1.18G [00:08<00:11, 65.9MB/s]
Downloading:  43%|████▎     | 522M/1.18G [00:08<00:10, 69.2MB/s]
Downloading:  44%|████▎     | 529M/1.18G [00:09<00:10, 68.0MB/s]
Downloading:  44%|████▍     | 536M/1.18G [00:09<00:10, 68.4MB/s]
Downloading:  45%|████▍     | 542M/1.18G [00:09<00:10, 69.0MB/s]
Downloading:  45%|████▌     | 549M/1.18G [00:09<00:10, 64.2MB/s]
Downloading:  46%|████▌     | 556M/1.18G [00:09<00:10, 65.9MB/s]
Downloading:  46%|████▋     | 563M/1.18G [00:09<00:10, 68.0MB/s]
Downloading:  47%|████▋     | 569M/1.18G [00:09<00:09, 68.0MB/s]
Downloading:  48%|████▊     | 576M/1.18G [00:09<00:10, 64.5MB/s]
Downloading:  48%|████▊     | 582M/1.18G [00:09<00:10, 64.7MB/s]
Downloading:  49%|████▊     | 589M/1.18G [00:10<00:09, 66.4MB/s]
Downloading:  49%|████▉     | 596M/1.18G [00:10<00:09, 67.9MB/s]
Downloading:  50%|████▉     | 602M/1.18G [00:10<00:11, 56.3MB/s]
Downloading:  50%|█████     | 608M/1.18G [00:10<00:11, 56.6MB/s]
Downloading:  51%|█████     | 614M/1.18G [00:10<00:10, 58.5MB/s]
Downloading:  51%|█████     | 620M/1.18G [00:10<00:10, 58.2MB/s]
Downloading:  52%|█████▏    | 626M/1.18G [00:10<00:09, 61.6MB/s]
Downloading:  52%|█████▏    | 633M/1.18G [00:10<00:09, 62.8MB/s]
Downloading:  53%|█████▎    | 639M/1.18G [00:10<00:09, 64.4MB/s]
Downloading:  53%|█████▎    | 646M/1.18G [00:11<00:09, 65.5MB/s]
Downloading:  54%|█████▍    | 652M/1.18G [00:11<00:08, 66.8MB/s]
Downloading:  54%|█████▍    | 659M/1.18G [00:11<00:08, 64.7MB/s]
Downloading:  55%|█████▍    | 665M/1.18G [00:11<00:08, 65.3MB/s]
Downloading:  55%|█████▌    | 672M/1.18G [00:11<00:08, 66.9MB/s]
Downloading:  56%|█████▌    | 678M/1.18G [00:11<00:08, 64.2MB/s]
Downloading:  57%|█████▋    | 685M/1.18G [00:11<00:08, 66.9MB/s]
Downloading:  57%|█████▋    | 692M/1.18G [00:11<00:08, 66.9MB/s]
Downloading:  58%|█████▊    | 698M/1.18G [00:11<00:09, 59.6MB/s]
Downloading:  58%|█████▊    | 704M/1.18G [00:11<00:08, 60.2MB/s]
Downloading:  59%|█████▊    | 710M/1.18G [00:12<00:08, 59.7MB/s]
Downloading:  59%|█████▉    | 716M/1.18G [00:12<00:08, 61.7MB/s]
Downloading:  60%|█████▉    | 722M/1.18G [00:12<00:08, 59.3MB/s]
Downloading:  60%|██████    | 728M/1.18G [00:12<00:09, 56.2MB/s]
Downloading:  61%|██████    | 734M/1.18G [00:12<00:08, 59.9MB/s]
Downloading:  61%|██████    | 740M/1.18G [00:12<00:12, 38.1MB/s]
Downloading:  62%|██████▏   | 748M/1.18G [00:12<00:10, 46.3MB/s]
Downloading:  62%|██████▏   | 755M/1.18G [00:13<00:08, 53.6MB/s]
Downloading:  63%|██████▎   | 763M/1.18G [00:13<00:07, 59.7MB/s]
Downloading:  64%|██████▎   | 770M/1.18G [00:13<00:07, 64.5MB/s]
Downloading:  64%|██████▍   | 777M/1.18G [00:13<00:07, 60.0MB/s]
Downloading:  65%|██████▍   | 783M/1.18G [00:13<00:07, 59.7MB/s]
Downloading:  65%|██████▌   | 789M/1.18G [00:13<00:07, 61.3MB/s]
Downloading:  66%|██████▌   | 796M/1.18G [00:13<00:08, 53.1MB/s]
Downloading:  66%|██████▌   | 801M/1.18G [00:13<00:08, 52.3MB/s]
Downloading:  67%|██████▋   | 806M/1.18G [00:13<00:08, 52.4MB/s]
Downloading:  67%|██████▋   | 811M/1.18G [00:14<00:08, 48.2MB/s]
Downloading:  67%|██████▋   | 816M/1.18G [00:14<00:08, 48.7MB/s]
Downloading:  68%|██████▊   | 822M/1.18G [00:14<00:07, 53.2MB/s]
Downloading:  68%|██████▊   | 828M/1.18G [00:14<00:07, 53.8MB/s]
Downloading:  69%|██████▉   | 834M/1.18G [00:14<00:07, 55.8MB/s]
Downloading:  69%|██████▉   | 840M/1.18G [00:14<00:06, 59.2MB/s]
Downloading:  70%|██████▉   | 846M/1.18G [00:14<00:06, 56.7MB/s]
Downloading:  70%|███████   | 851M/1.18G [00:14<00:06, 56.6MB/s]
Downloading:  71%|███████   | 857M/1.18G [00:14<00:06, 55.1MB/s]
Downloading:  71%|███████   | 862M/1.18G [00:15<00:06, 56.2MB/s]
Downloading:  72%|███████▏  | 869M/1.18G [00:15<00:05, 60.4MB/s]
Downloading:  72%|███████▏  | 875M/1.18G [00:15<00:05, 59.7MB/s]
Downloading:  73%|███████▎  | 881M/1.18G [00:15<00:05, 58.6MB/s]
Downloading:  73%|███████▎  | 887M/1.18G [00:15<00:05, 62.0MB/s]
Downloading:  74%|███████▍  | 893M/1.18G [00:15<00:05, 59.3MB/s]
Downloading:  74%|███████▍  | 900M/1.18G [00:15<00:05, 62.9MB/s]
Downloading:  75%|███████▍  | 906M/1.18G [00:15<00:05, 58.8MB/s]
Downloading:  75%|███████▌  | 913M/1.18G [00:15<00:05, 61.7MB/s]
Downloading:  76%|███████▌  | 919M/1.18G [00:15<00:04, 62.1MB/s]
Downloading:  76%|███████▋  | 925M/1.18G [00:16<00:04, 60.7MB/s]
Downloading:  77%|███████▋  | 931M/1.18G [00:16<00:04, 59.3MB/s]
Downloading:  77%|███████▋  | 937M/1.18G [00:16<00:04, 60.9MB/s]
Downloading:  78%|███████▊  | 943M/1.18G [00:16<00:04, 61.7MB/s]
Downloading:  78%|███████▊  | 949M/1.18G [00:16<00:04, 61.3MB/s]
Downloading:  79%|███████▉  | 956M/1.18G [00:16<00:04, 65.5MB/s]
Downloading:  79%|███████▉  | 962M/1.18G [00:16<00:04, 62.4MB/s]
Downloading:  80%|████████  | 969M/1.18G [00:16<00:03, 65.1MB/s]
Downloading:  81%|████████  | 975M/1.18G [00:16<00:03, 65.8MB/s]
Downloading:  81%|████████  | 982M/1.18G [00:17<00:04, 59.1MB/s]
Downloading:  82%|████████▏ | 988M/1.18G [00:17<00:04, 58.0MB/s]
Downloading:  82%|████████▏ | 994M/1.18G [00:17<00:03, 60.7MB/s]
Downloading:  83%|████████▎ | 0.98G/1.18G [00:17<00:03, 58.4MB/s]
Downloading:  83%|████████▎ | 0.98G/1.18G [00:17<00:03, 59.6MB/s]
Downloading:  84%|████████▎ | 0.99G/1.18G [00:17<00:03, 63.8MB/s]
Downloading:  84%|████████▍ | 1.00G/1.18G [00:17<00:03, 60.9MB/s]
Downloading:  85%|████████▍ | 1.00G/1.18G [00:17<00:03, 60.9MB/s]
Downloading:  85%|████████▌ | 1.01G/1.18G [00:17<00:03, 62.4MB/s]
Downloading:  86%|████████▌ | 1.01G/1.18G [00:18<00:03, 59.8MB/s]
Downloading:  86%|████████▌ | 1.02G/1.18G [00:18<00:02, 62.7MB/s]
Downloading:  87%|████████▋ | 1.03G/1.18G [00:18<00:02, 65.8MB/s]
Downloading:  87%|████████▋ | 1.03G/1.18G [00:18<00:02, 67.3MB/s]
Downloading:  88%|████████▊ | 1.04G/1.18G [00:18<00:02, 67.3MB/s]
Downloading:  88%|████████▊ | 1.05G/1.18G [00:18<00:02, 66.3MB/s]
Downloading:  89%|████████▉ | 1.05G/1.18G [00:18<00:02, 63.7MB/s]
Downloading:  90%|████████▉ | 1.06G/1.18G [00:18<00:02, 66.0MB/s]
Downloading:  90%|█████████ | 1.07G/1.18G [00:18<00:01, 67.8MB/s]
Downloading:  91%|█████████ | 1.07G/1.18G [00:18<00:01, 61.8MB/s]
Downloading:  91%|█████████ | 1.08G/1.18G [00:19<00:01, 65.4MB/s]
Downloading:  92%|█████████▏| 1.09G/1.18G [00:19<00:01, 68.6MB/s]
Downloading:  92%|█████████▏| 1.09G/1.18G [00:19<00:01, 70.8MB/s]
Downloading:  93%|█████████▎| 1.10G/1.18G [00:19<00:01, 72.3MB/s]
Downloading:  94%|█████████▎| 1.11G/1.18G [00:19<00:01, 62.9MB/s]
Downloading:  94%|█████████▍| 1.11G/1.18G [00:19<00:01, 60.4MB/s]
Downloading:  95%|█████████▍| 1.12G/1.18G [00:19<00:01, 61.4MB/s]
Downloading:  95%|█████████▌| 1.13G/1.18G [00:19<00:00, 63.7MB/s]
Downloading:  96%|█████████▌| 1.13G/1.18G [00:19<00:00, 65.0MB/s]
Downloading:  96%|█████████▌| 1.14G/1.18G [00:20<00:00, 63.3MB/s]
Downloading:  97%|█████████▋| 1.14G/1.18G [00:20<00:00, 66.9MB/s]
Downloading:  97%|█████████▋| 1.15G/1.18G [00:20<00:00, 62.6MB/s]
Downloading:  98%|█████████▊| 1.16G/1.18G [00:20<00:00, 61.1MB/s]
Downloading:  98%|█████████▊| 1.16G/1.18G [00:20<00:00, 62.2MB/s]
Downloading:  99%|█████████▉| 1.17G/1.18G [00:20<00:00, 53.0MB/s]
Downloading:  99%|█████████▉| 1.17G/1.18G [00:20<00:00, 54.6MB/s]
Downloading: 100%|█████████▉| 1.18G/1.18G [00:20<00:00, 52.4MB/s]
Downloading: 100%|██████████| 1.18G/1.18G [00:20<00:00, 60.8MB/s]
storing https://huggingface.co/facebook/wav2vec2-xls-r-300m/resolve/main/pytorch_model.bin in cache at /workspace/.cache/huggingface/transformers/1e6a6507f3b689035cd4b247e2a37c154e27f39143f31357a49b4e38baeccc36.1edb32803799e27ed554eb7dd935f6745b1a0b17b0ea256442fe24db6eb546cd
creating metadata file for /workspace/.cache/huggingface/transformers/1e6a6507f3b689035cd4b247e2a37c154e27f39143f31357a49b4e38baeccc36.1edb32803799e27ed554eb7dd935f6745b1a0b17b0ea256442fe24db6eb546cd
loading weights file https://huggingface.co/facebook/wav2vec2-xls-r-300m/resolve/main/pytorch_model.bin from cache at /workspace/.cache/huggingface/transformers/1e6a6507f3b689035cd4b247e2a37c154e27f39143f31357a49b4e38baeccc36.1edb32803799e27ed554eb7dd935f6745b1a0b17b0ea256442fe24db6eb546cd
Some weights of the model checkpoint at facebook/wav2vec2-xls-r-300m were not used when initializing Wav2Vec2ForCTC: ['project_q.bias', 'quantizer.codevectors', 'quantizer.weight_proj.bias', 'project_q.weight', 'project_hid.weight', 'project_hid.bias', 'quantizer.weight_proj.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.

preprocess datasets: 0ex [00:00, ?ex/s]
preprocess datasets: 10ex [00:00, 97.66ex/s]
preprocess datasets: 29ex [00:00, 147.91ex/s]
preprocess datasets: 45ex [00:00, 149.33ex/s]
preprocess datasets: 62ex [00:00, 154.24ex/s]
preprocess datasets: 78ex [00:00, 146.68ex/s]
preprocess datasets: 98ex [00:00, 162.09ex/s]
preprocess datasets: 115ex [00:00, 163.12ex/s]
preprocess datasets: 133ex [00:00, 167.65ex/s]
preprocess datasets: 152ex [00:00, 173.73ex/s]
preprocess datasets: 171ex [00:01, 177.18ex/s]
preprocess datasets: 189ex [00:01, 165.93ex/s]
preprocess datasets: 208ex [00:01, 171.26ex/s]
preprocess datasets: 226ex [00:01, 168.62ex/s]
preprocess datasets: 245ex [00:01, 172.87ex/s]
preprocess datasets: 263ex [00:01, 161.21ex/s]
preprocess datasets: 281ex [00:01, 165.06ex/s]
preprocess datasets: 300ex [00:01, 170.59ex/s]
preprocess datasets: 318ex [00:01, 170.59ex/s]
preprocess datasets: 336ex [00:02, 167.11ex/s]
preprocess datasets: 353ex [00:02, 161.22ex/s]
preprocess datasets: 370ex [00:02, 155.80ex/s]
preprocess datasets: 387ex [00:02, 158.80ex/s]
preprocess datasets: 406ex [00:02, 167.34ex/s]
preprocess datasets: 423ex [00:02, 165.60ex/s]
preprocess datasets: 446ex [00:02, 180.94ex/s]
preprocess datasets: 465ex [00:02, 174.72ex/s]
preprocess datasets: 483ex [00:02, 170.33ex/s]
preprocess datasets: 501ex [00:03, 145.35ex/s]
preprocess datasets: 517ex [00:03, 147.12ex/s]
preprocess datasets: 538ex [00:03, 162.72ex/s]
preprocess datasets: 556ex [00:03, 167.23ex/s]
preprocess datasets: 574ex [00:03, 164.16ex/s]
preprocess datasets: 591ex [00:03, 159.36ex/s]
preprocess datasets: 608ex [00:03, 159.77ex/s]
preprocess datasets: 625ex [00:03, 156.41ex/s]
preprocess datasets: 641ex [00:03, 153.28ex/s]
preprocess datasets: 658ex [00:04, 157.32ex/s]
preprocess datasets: 674ex [00:04, 155.87ex/s]
preprocess datasets: 690ex [00:04, 140.92ex/s]
preprocess datasets: 705ex [00:04, 136.19ex/s]
preprocess datasets: 722ex [00:04, 143.96ex/s]
preprocess datasets: 742ex [00:04, 158.64ex/s]
preprocess datasets: 759ex [00:04, 157.29ex/s]
preprocess datasets: 775ex [00:04, 155.22ex/s]
preprocess datasets: 791ex [00:04, 154.47ex/s]
preprocess datasets: 807ex [00:05, 152.62ex/s]
preprocess datasets: 823ex [00:05, 149.59ex/s]
preprocess datasets: 839ex [00:05, 148.93ex/s]
preprocess datasets: 855ex [00:05, 151.57ex/s]
preprocess datasets: 874ex [00:05, 160.71ex/s]
preprocess datasets: 891ex [00:05, 153.40ex/s]
preprocess datasets: 907ex [00:05, 149.96ex/s]
preprocess datasets: 923ex [00:05, 148.34ex/s]
preprocess datasets: 939ex [00:05, 149.05ex/s]
preprocess datasets: 955ex [00:06, 150.91ex/s]
preprocess datasets: 971ex [00:06, 148.38ex/s]
preprocess datasets: 986ex [00:06, 140.59ex/s]
preprocess datasets: 1001ex [00:07, 45.33ex/s]
preprocess datasets: 1016ex [00:07, 56.89ex/s]
preprocess datasets: 1030ex [00:07, 68.02ex/s]
preprocess datasets: 1044ex [00:07, 79.22ex/s]
preprocess datasets: 1057ex [00:07, 88.45ex/s]
preprocess datasets: 1071ex [00:07, 98.15ex/s]
preprocess datasets: 1085ex [00:07, 104.84ex/s]
preprocess datasets: 1098ex [00:07, 97.10ex/s] 
preprocess datasets: 1110ex [00:08, 90.26ex/s]
preprocess datasets: 1121ex [00:08, 89.06ex/s]
preprocess datasets: 1131ex [00:08, 88.14ex/s]
preprocess datasets: 1141ex [00:08, 88.09ex/s]
preprocess datasets: 1151ex [00:08, 89.21ex/s]
preprocess datasets: 1161ex [00:08, 91.92ex/s]
preprocess datasets: 1172ex [00:08, 96.24ex/s]
preprocess datasets: 1184ex [00:08, 102.26ex/s]
preprocess datasets: 1195ex [00:08, 100.71ex/s]
preprocess datasets: 1206ex [00:09, 98.06ex/s] 
preprocess datasets: 1216ex [00:09, 92.64ex/s]
preprocess datasets: 1226ex [00:09, 91.86ex/s]
preprocess datasets: 1236ex [00:09, 87.46ex/s]
preprocess datasets: 1247ex [00:09, 91.96ex/s]
preprocess datasets: 1257ex [00:09, 90.04ex/s]
preprocess datasets: 1267ex [00:09, 91.55ex/s]
preprocess datasets: 1277ex [00:09, 90.85ex/s]
preprocess datasets: 1290ex [00:10, 101.56ex/s]
preprocess datasets: 1302ex [00:10, 105.38ex/s]
preprocess datasets: 1317ex [00:10, 116.34ex/s]
preprocess datasets: 1332ex [00:10, 125.88ex/s]
preprocess datasets: 1345ex [00:10, 110.62ex/s]
preprocess datasets: 1360ex [00:10, 119.39ex/s]
preprocess datasets: 1377ex [00:10, 131.13ex/s]
preprocess datasets: 1391ex [00:10, 133.45ex/s]
preprocess datasets: 1405ex [00:10, 133.17ex/s]
preprocess datasets: 1420ex [00:10, 137.88ex/s]
preprocess datasets: 1436ex [00:11, 143.02ex/s]
preprocess datasets: 1451ex [00:11, 139.87ex/s]
preprocess datasets: 1468ex [00:11, 147.09ex/s]
preprocess datasets: 1483ex [00:11, 142.57ex/s]
preprocess datasets: 1498ex [00:11, 141.32ex/s]
preprocess datasets: 1513ex [00:11, 139.42ex/s]
preprocess datasets: 1529ex [00:11, 144.36ex/s]
preprocess datasets: 1546ex [00:11, 150.25ex/s]
preprocess datasets: 1563ex [00:11, 153.65ex/s]
preprocess datasets: 1579ex [00:12, 153.10ex/s]
preprocess datasets: 1596ex [00:12, 154.71ex/s]
preprocess datasets: 1613ex [00:12, 157.76ex/s]
preprocess datasets: 1630ex [00:12, 160.00ex/s]
preprocess datasets: 1647ex [00:12, 159.40ex/s]
preprocess datasets: 1663ex [00:12, 157.25ex/s]
preprocess datasets: 1682ex [00:12, 166.55ex/s]
preprocess datasets: 1700ex [00:12, 169.88ex/s]
preprocess datasets: 1718ex [00:12, 160.99ex/s]
preprocess datasets: 1735ex [00:13, 152.05ex/s]
preprocess datasets: 1751ex [00:13, 153.29ex/s]
preprocess datasets: 1769ex [00:13, 159.50ex/s]
preprocess datasets: 1786ex [00:13, 155.09ex/s]
preprocess datasets: 1802ex [00:13, 151.47ex/s]
preprocess datasets: 1818ex [00:13, 148.33ex/s]
preprocess datasets: 1833ex [00:13, 146.33ex/s]
preprocess datasets: 1848ex [00:13, 147.24ex/s]
preprocess datasets: 1866ex [00:13, 153.51ex/s]
preprocess datasets: 1883ex [00:13, 156.39ex/s]
preprocess datasets: 1900ex [00:14, 158.31ex/s]
preprocess datasets: 1917ex [00:14, 158.22ex/s]
preprocess datasets: 1933ex [00:14, 153.90ex/s]
preprocess datasets: 1950ex [00:14, 156.49ex/s]
preprocess datasets: 1966ex [00:14, 157.25ex/s]
preprocess datasets: 1982ex [00:14, 156.25ex/s]
preprocess datasets: 1998ex [00:14, 155.84ex/s]
preprocess datasets: 2014ex [00:15, 48.31ex/s] 
preprocess datasets: 2027ex [00:15, 57.42ex/s]
preprocess datasets: 2040ex [00:15, 66.95ex/s]
preprocess datasets: 2053ex [00:15, 77.07ex/s]
preprocess datasets: 2066ex [00:16, 85.37ex/s]
preprocess datasets: 2083ex [00:16, 102.03ex/s]
preprocess datasets: 2102ex [00:16, 121.31ex/s]
preprocess datasets: 2119ex [00:16, 132.30ex/s]
preprocess datasets: 2135ex [00:16, 128.58ex/s]
preprocess datasets: 2152ex [00:16, 138.43ex/s]
preprocess datasets: 2168ex [00:16, 128.77ex/s]
preprocess datasets: 2183ex [00:16, 132.51ex/s]
preprocess datasets: 2198ex [00:16, 135.19ex/s]
preprocess datasets: 2213ex [00:17, 128.23ex/s]
preprocess datasets: 2227ex [00:17, 123.94ex/s]
preprocess datasets: 2240ex [00:17, 120.30ex/s]
preprocess datasets: 2256ex [00:17, 130.57ex/s]
preprocess datasets: 2274ex [00:17, 143.89ex/s]
preprocess datasets: 2290ex [00:17, 147.50ex/s]
preprocess datasets: 2305ex [00:17, 145.87ex/s]
preprocess datasets: 2321ex [00:17, 148.30ex/s]
preprocess datasets: 2338ex [00:17, 153.49ex/s]
preprocess datasets: 2355ex [00:18, 155.58ex/s]
preprocess datasets: 2372ex [00:18, 157.51ex/s]
preprocess datasets: 2388ex [00:18, 149.26ex/s]
preprocess datasets: 2404ex [00:18, 144.12ex/s]
preprocess datasets: 2419ex [00:18, 144.22ex/s]
preprocess datasets: 2434ex [00:18, 137.49ex/s]
preprocess datasets: 2448ex [00:18, 131.73ex/s]
preprocess datasets: 2462ex [00:18, 130.38ex/s]
preprocess datasets: 2476ex [00:18, 129.57ex/s]
preprocess datasets: 2490ex [00:19, 131.33ex/s]
preprocess datasets: 2505ex [00:19, 136.12ex/s]
preprocess datasets: 2520ex [00:19, 138.15ex/s]
preprocess datasets: 2534ex [00:19, 136.05ex/s]
preprocess datasets: 2548ex [00:19, 137.06ex/s]
preprocess datasets: 2562ex [00:19, 137.37ex/s]
preprocess datasets: 2580ex [00:19, 146.13ex/s]
preprocess datasets: 2597ex [00:19, 151.61ex/s]
preprocess datasets: 2614ex [00:19, 154.71ex/s]
preprocess datasets: 2631ex [00:19, 156.85ex/s]
preprocess datasets: 2649ex [00:20, 163.23ex/s]
preprocess datasets: 2666ex [00:20, 164.82ex/s]
preprocess datasets: 2683ex [00:20, 164.12ex/s]
preprocess datasets: 2700ex [00:20, 164.92ex/s]
preprocess datasets: 2717ex [00:20, 165.53ex/s]
preprocess datasets: 2734ex [00:20, 155.14ex/s]
preprocess datasets: 2750ex [00:20, 152.26ex/s]
preprocess datasets: 2766ex [00:20, 149.94ex/s]
preprocess datasets: 2782ex [00:20, 151.02ex/s]
preprocess datasets: 2798ex [00:21, 151.89ex/s]
preprocess datasets: 2817ex [00:21, 160.81ex/s]
preprocess datasets: 2836ex [00:21, 167.34ex/s]
preprocess datasets: 2853ex [00:21, 163.00ex/s]
preprocess datasets: 2870ex [00:21, 156.73ex/s]
preprocess datasets: 2887ex [00:21, 158.01ex/s]
preprocess datasets: 2903ex [00:21, 157.98ex/s]
preprocess datasets: 2920ex [00:21, 160.18ex/s]
preprocess datasets: 2937ex [00:21, 153.06ex/s]
preprocess datasets: 2953ex [00:21, 154.88ex/s]
preprocess datasets: 2969ex [00:22, 152.11ex/s]
preprocess datasets: 2985ex [00:22, 146.93ex/s]
preprocess datasets: 3000ex [00:23, 46.54ex/s] 
preprocess datasets: 3014ex [00:23, 56.71ex/s]
preprocess datasets: 3028ex [00:23, 67.98ex/s]
preprocess datasets: 3043ex [00:23, 80.99ex/s]
preprocess datasets: 3058ex [00:23, 93.34ex/s]
preprocess datasets: 3075ex [00:23, 108.13ex/s]
preprocess datasets: 3092ex [00:23, 120.57ex/s]
preprocess datasets: 3110ex [00:23, 133.60ex/s]
preprocess datasets: 3128ex [00:23, 143.91ex/s]
preprocess datasets: 3145ex [00:24, 147.45ex/s]
preprocess datasets: 3161ex [00:24, 145.50ex/s]
preprocess datasets: 3177ex [00:24, 147.08ex/s]
preprocess datasets: 3193ex [00:24, 147.37ex/s]
preprocess datasets: 3212ex [00:24, 157.55ex/s]
preprocess datasets: 3230ex [00:24, 163.11ex/s]
preprocess datasets: 3247ex [00:24, 163.30ex/s]
preprocess datasets: 3265ex [00:24, 166.93ex/s]
preprocess datasets: 3282ex [00:24, 167.75ex/s]
preprocess datasets: 3299ex [00:24, 162.12ex/s]
preprocess datasets: 3316ex [00:25, 164.24ex/s]
preprocess datasets: 3333ex [00:25, 158.87ex/s]
preprocess datasets: 3351ex [00:25, 161.24ex/s]
preprocess datasets: 3368ex [00:25, 148.97ex/s]
preprocess datasets: 3384ex [00:25, 140.15ex/s]
preprocess datasets: 3401ex [00:25, 144.88ex/s]
preprocess datasets: 3422ex [00:25, 160.80ex/s]
preprocess datasets: 3443ex [00:25, 172.70ex/s]
preprocess datasets: 3463ex [00:26, 180.27ex/s]
preprocess datasets: 3482ex [00:26, 177.99ex/s]
preprocess datasets: 3501ex [00:26, 179.60ex/s]
preprocess datasets: 3520ex [00:26, 180.88ex/s]
preprocess datasets: 3540ex [00:26, 185.43ex/s]
preprocess datasets: 3559ex [00:26, 176.62ex/s]
preprocess datasets: 3578ex [00:26, 179.83ex/s]
preprocess datasets: 3600ex [00:26, 190.92ex/s]
preprocess datasets: 3620ex [00:26, 186.77ex/s]
preprocess datasets: 3642ex [00:26, 195.01ex/s]
preprocess datasets: 3662ex [00:27, 194.50ex/s]
preprocess datasets: 3682ex [00:27, 186.57ex/s]
preprocess datasets: 3701ex [00:27, 172.20ex/s]
preprocess datasets: 3719ex [00:27, 172.62ex/s]
preprocess datasets: 3737ex [00:27, 168.08ex/s]
preprocess datasets: 3758ex [00:27, 177.72ex/s]
preprocess datasets: 3777ex [00:27, 179.38ex/s]
preprocess datasets: 3796ex [00:27, 181.00ex/s]
preprocess datasets: 3818ex [00:27, 188.58ex/s]
preprocess datasets: 3837ex [00:28, 182.65ex/s]
preprocess datasets: 3856ex [00:28, 180.51ex/s]
preprocess datasets: 3875ex [00:28, 175.41ex/s]
preprocess datasets: 3893ex [00:28, 165.82ex/s]
preprocess datasets: 3912ex [00:28, 171.22ex/s]
preprocess datasets: 3931ex [00:28, 175.57ex/s]
preprocess datasets: 3950ex [00:28, 179.04ex/s]
preprocess datasets: 3969ex [00:28, 180.58ex/s]
preprocess datasets: 3988ex [00:28, 180.49ex/s]
preprocess datasets: 4007ex [00:29, 62.20ex/s] 
preprocess datasets: 4022ex [00:29, 72.92ex/s]
preprocess datasets: 4038ex [00:29, 85.87ex/s]
preprocess datasets: 4056ex [00:29, 101.43ex/s]
preprocess datasets: 4072ex [00:30, 111.61ex/s]
preprocess datasets: 4088ex [00:30, 119.84ex/s]
preprocess datasets: 4104ex [00:30, 123.90ex/s]
preprocess datasets: 4120ex [00:30, 131.59ex/s]
preprocess datasets: 4135ex [00:30, 135.53ex/s]
preprocess datasets: 4152ex [00:30, 144.10ex/s]
preprocess datasets: 4169ex [00:30, 150.50ex/s]
preprocess datasets: 4187ex [00:30, 155.77ex/s]
preprocess datasets: 4205ex [00:30, 161.80ex/s]
preprocess datasets: 4224ex [00:31, 167.02ex/s]
preprocess datasets: 4245ex [00:31, 179.12ex/s]
preprocess datasets: 4264ex [00:31, 181.30ex/s]
preprocess datasets: 4283ex [00:31, 176.66ex/s]
preprocess datasets: 4301ex [00:31, 161.95ex/s]
preprocess datasets: 4318ex [00:31, 158.62ex/s]
preprocess datasets: 4335ex [00:31, 161.13ex/s]
preprocess datasets: 4352ex [00:31, 160.39ex/s]
preprocess datasets: 4370ex [00:31, 163.75ex/s]
preprocess datasets: 4391ex [00:32, 174.67ex/s]
preprocess datasets: 4412ex [00:32, 181.95ex/s]
preprocess datasets: 4431ex [00:32, 175.89ex/s]
preprocess datasets: 4449ex [00:32, 174.53ex/s]
preprocess datasets: 4469ex [00:32, 180.97ex/s]
preprocess datasets: 4488ex [00:32, 179.61ex/s]
preprocess datasets: 4507ex [00:32, 176.66ex/s]
preprocess datasets: 4525ex [00:32, 175.34ex/s]
preprocess datasets: 4544ex [00:32, 177.30ex/s]
preprocess datasets: 4562ex [00:33, 172.91ex/s]
preprocess datasets: 4581ex [00:33, 176.46ex/s]
preprocess datasets: 4599ex [00:33, 165.94ex/s]
preprocess datasets: 4619ex [00:33, 173.36ex/s]
preprocess datasets: 4637ex [00:33, 175.16ex/s]
preprocess datasets: 4656ex [00:33, 177.28ex/s]
preprocess datasets: 4675ex [00:33, 177.77ex/s]
preprocess datasets: 4693ex [00:33, 177.55ex/s]
preprocess datasets: 4711ex [00:33, 166.20ex/s]
preprocess datasets: 4729ex [00:33, 169.30ex/s]
preprocess datasets: 4747ex [00:34, 156.15ex/s]
preprocess datasets: 4766ex [00:34, 164.98ex/s]
preprocess datasets: 4784ex [00:34, 166.87ex/s]
preprocess datasets: 4801ex [00:34, 164.87ex/s]
preprocess datasets: 4818ex [00:34, 166.15ex/s]
preprocess datasets: 4835ex [00:34, 162.00ex/s]
preprocess datasets: 4852ex [00:34, 161.57ex/s]
preprocess datasets: 4869ex [00:34, 157.15ex/s]
preprocess datasets: 4885ex [00:34, 148.49ex/s]
preprocess datasets: 4902ex [00:35, 153.79ex/s]
preprocess datasets: 4918ex [00:35, 151.99ex/s]
preprocess datasets: 4934ex [00:35, 144.79ex/s]
preprocess datasets: 4949ex [00:35, 138.16ex/s]
preprocess datasets: 4965ex [00:35, 143.54ex/s]
preprocess datasets: 4980ex [00:35, 142.46ex/s]
preprocess datasets: 4997ex [00:35, 148.23ex/s]
preprocess datasets: 5012ex [00:36, 52.58ex/s] 
preprocess datasets: 5026ex [00:36, 63.35ex/s]
preprocess datasets: 5043ex [00:36, 78.84ex/s]
preprocess datasets: 5057ex [00:36, 87.15ex/s]
preprocess datasets: 5070ex [00:36, 94.45ex/s]
preprocess datasets: 5085ex [00:37, 105.16ex/s]
preprocess datasets: 5099ex [00:37, 112.18ex/s]
preprocess datasets: 5114ex [00:37, 120.20ex/s]
preprocess datasets: 5133ex [00:37, 137.67ex/s]
preprocess datasets: 5151ex [00:37, 147.94ex/s]
preprocess datasets: 5167ex [00:37, 146.59ex/s]
preprocess datasets: 5183ex [00:37, 146.20ex/s]
preprocess datasets: 5200ex [00:37, 150.24ex/s]
preprocess datasets: 5219ex [00:37, 158.89ex/s]
preprocess datasets: 5236ex [00:37, 153.64ex/s]
preprocess datasets: 5252ex [00:38, 146.80ex/s]
preprocess datasets: 5267ex [00:38, 146.72ex/s]
preprocess datasets: 5282ex [00:38, 147.37ex/s]
preprocess datasets: 5297ex [00:38, 143.88ex/s]
preprocess datasets: 5312ex [00:38, 136.70ex/s]
preprocess datasets: 5327ex [00:38, 138.71ex/s]
preprocess datasets: 5343ex [00:38, 143.45ex/s]
preprocess datasets: 5358ex [00:38, 137.32ex/s]
preprocess datasets: 5372ex [00:38, 133.87ex/s]
preprocess datasets: 5387ex [00:39, 137.52ex/s]
preprocess datasets: 5403ex [00:39, 141.73ex/s]
preprocess datasets: 5418ex [00:39, 140.39ex/s]
preprocess datasets: 5433ex [00:39, 141.54ex/s]
preprocess datasets: 5448ex [00:39, 142.13ex/s]
preprocess datasets: 5463ex [00:39, 138.26ex/s]
preprocess datasets: 5478ex [00:39, 139.08ex/s]
preprocess datasets: 5495ex [00:39, 146.66ex/s]
preprocess datasets: 5510ex [00:39, 144.67ex/s]
preprocess datasets: 5525ex [00:40, 139.46ex/s]
preprocess datasets: 5540ex [00:40, 129.24ex/s]
preprocess datasets: 5554ex [00:40, 130.33ex/s]
preprocess datasets: 5569ex [00:40, 134.39ex/s]
preprocess datasets: 5584ex [00:40, 137.95ex/s]
preprocess datasets: 5598ex [00:40, 136.10ex/s]
preprocess datasets: 5612ex [00:40, 135.10ex/s]
preprocess datasets: 5626ex [00:40, 130.64ex/s]
preprocess datasets: 5643ex [00:40, 140.21ex/s]
preprocess datasets: 5658ex [00:41, 140.41ex/s]
preprocess datasets: 5674ex [00:41, 143.35ex/s]
preprocess datasets: 5689ex [00:41, 135.62ex/s]
preprocess datasets: 5703ex [00:41, 133.38ex/s]
preprocess datasets: 5719ex [00:41, 139.46ex/s]
preprocess datasets: 5734ex [00:41, 141.69ex/s]
preprocess datasets: 5749ex [00:41, 143.43ex/s]
preprocess datasets: 5764ex [00:41, 142.36ex/s]
preprocess datasets: 5779ex [00:41, 142.08ex/s]
preprocess datasets: 5794ex [00:42, 136.60ex/s]
preprocess datasets: 5810ex [00:42, 140.89ex/s]
preprocess datasets: 5825ex [00:42, 140.11ex/s]
preprocess datasets: 5840ex [00:42, 138.70ex/s]
preprocess datasets: 5854ex [00:42, 137.77ex/s]
preprocess datasets: 5868ex [00:42, 133.68ex/s]
preprocess datasets: 5882ex [00:42, 134.69ex/s]
preprocess datasets: 5896ex [00:42, 133.03ex/s]
preprocess datasets: 5910ex [00:42, 128.73ex/s]
preprocess datasets: 5923ex [00:43, 123.38ex/s]
preprocess datasets: 5937ex [00:43, 125.87ex/s]
preprocess datasets: 5952ex [00:43, 131.01ex/s]
preprocess datasets: 5969ex [00:43, 139.87ex/s]
preprocess datasets: 5984ex [00:43, 136.54ex/s]
preprocess datasets: 5998ex [00:43, 134.49ex/s]
preprocess datasets: 6012ex [00:44, 42.50ex/s] 
preprocess datasets: 6027ex [00:44, 54.15ex/s]
preprocess datasets: 6041ex [00:44, 65.73ex/s]
preprocess datasets: 6056ex [00:44, 78.78ex/s]
preprocess datasets: 6071ex [00:44, 91.98ex/s]
preprocess datasets: 6086ex [00:44, 103.32ex/s]
preprocess datasets: 6101ex [00:45, 112.90ex/s]
preprocess datasets: 6116ex [00:45, 119.55ex/s]
preprocess datasets: 6130ex [00:45, 118.41ex/s]
preprocess datasets: 6144ex [00:45, 121.40ex/s]
preprocess datasets: 6159ex [00:45, 128.05ex/s]
preprocess datasets: 6173ex [00:45, 130.07ex/s]
preprocess datasets: 6190ex [00:45, 139.12ex/s]
preprocess datasets: 6206ex [00:45, 143.94ex/s]
preprocess datasets: 6223ex [00:45, 149.13ex/s]
preprocess datasets: 6239ex [00:46, 148.87ex/s]
preprocess datasets: 6255ex [00:46, 146.90ex/s]
preprocess datasets: 6271ex [00:46, 149.50ex/s]
preprocess datasets: 6287ex [00:46, 150.84ex/s]
preprocess datasets: 6303ex [00:46, 147.24ex/s]
preprocess datasets: 6318ex [00:46, 144.33ex/s]
preprocess datasets: 6334ex [00:46, 146.32ex/s]
preprocess datasets: 6351ex [00:46, 151.08ex/s]
preprocess datasets: 6369ex [00:46, 157.93ex/s]
preprocess datasets: 6385ex [00:47, 146.36ex/s]
preprocess datasets: 6400ex [00:47, 139.62ex/s]
preprocess datasets: 6402ex [00:47, 135.79ex/s]

preprocess datasets: 0ex [00:00, ?ex/s]
preprocess datasets: 17ex [00:00, 165.58ex/s]
preprocess datasets: 34ex [00:00, 151.26ex/s]
preprocess datasets: 51ex [00:00, 159.13ex/s]
preprocess datasets: 68ex [00:00, 156.67ex/s]
preprocess datasets: 84ex [00:00, 151.43ex/s]
preprocess datasets: 100ex [00:00, 148.71ex/s]
preprocess datasets: 115ex [00:00, 145.93ex/s]
preprocess datasets: 131ex [00:00, 149.53ex/s]
preprocess datasets: 149ex [00:00, 156.37ex/s]
preprocess datasets: 165ex [00:01, 140.00ex/s]
preprocess datasets: 183ex [00:01, 150.62ex/s]
preprocess datasets: 200ex [00:01, 154.97ex/s]
preprocess datasets: 217ex [00:01, 158.55ex/s]
preprocess datasets: 234ex [00:01, 159.40ex/s]
preprocess datasets: 251ex [00:01, 149.51ex/s]
preprocess datasets: 267ex [00:01, 152.07ex/s]
preprocess datasets: 283ex [00:01, 146.13ex/s]
preprocess datasets: 299ex [00:01, 148.21ex/s]
preprocess datasets: 317ex [00:02, 156.53ex/s]
preprocess datasets: 333ex [00:02, 154.20ex/s]
preprocess datasets: 349ex [00:02, 152.86ex/s]
preprocess datasets: 365ex [00:02, 153.97ex/s]
preprocess datasets: 382ex [00:02, 153.94ex/s]
preprocess datasets: 398ex [00:02, 148.20ex/s]
preprocess datasets: 415ex [00:02, 154.10ex/s]
preprocess datasets: 432ex [00:02, 157.38ex/s]
preprocess datasets: 449ex [00:02, 160.20ex/s]
preprocess datasets: 467ex [00:03, 165.51ex/s]
preprocess datasets: 485ex [00:03, 168.79ex/s]
preprocess datasets: 503ex [00:03, 170.36ex/s]
preprocess datasets: 523ex [00:03, 177.12ex/s]
preprocess datasets: 541ex [00:03, 172.91ex/s]
preprocess datasets: 559ex [00:03, 170.27ex/s]
preprocess datasets: 577ex [00:03, 166.21ex/s]
preprocess datasets: 594ex [00:03, 166.20ex/s]
preprocess datasets: 611ex [00:03, 149.01ex/s]
preprocess datasets: 629ex [00:04, 156.61ex/s]
preprocess datasets: 645ex [00:04, 156.18ex/s]
preprocess datasets: 663ex [00:04, 162.84ex/s]
preprocess datasets: 680ex [00:04, 143.34ex/s]
preprocess datasets: 695ex [00:04, 138.84ex/s]
preprocess datasets: 712ex [00:04, 144.78ex/s]
preprocess datasets: 728ex [00:04, 148.53ex/s]
preprocess datasets: 744ex [00:04, 142.99ex/s]
preprocess datasets: 760ex [00:04, 145.56ex/s]
preprocess datasets: 775ex [00:05, 142.05ex/s]
preprocess datasets: 793ex [00:05, 150.93ex/s]
preprocess datasets: 810ex [00:05, 154.40ex/s]
preprocess datasets: 829ex [00:05, 164.13ex/s]
preprocess datasets: 846ex [00:05, 161.93ex/s]
preprocess datasets: 863ex [00:05, 156.96ex/s]
preprocess datasets: 879ex [00:05, 157.21ex/s]
preprocess datasets: 897ex [00:05, 163.59ex/s]
preprocess datasets: 914ex [00:05, 161.79ex/s]
preprocess datasets: 931ex [00:06, 153.93ex/s]
preprocess datasets: 947ex [00:06, 148.57ex/s]
preprocess datasets: 964ex [00:06, 153.30ex/s]
preprocess datasets: 981ex [00:06, 157.35ex/s]
preprocess datasets: 999ex [00:06, 163.28ex/s]
preprocess datasets: 1016ex [00:07, 57.15ex/s]
preprocess datasets: 1031ex [00:07, 68.66ex/s]
preprocess datasets: 1046ex [00:07, 80.36ex/s]
preprocess datasets: 1060ex [00:07, 89.50ex/s]
preprocess datasets: 1076ex [00:07, 103.37ex/s]
preprocess datasets: 1093ex [00:07, 116.89ex/s]
preprocess datasets: 1109ex [00:07, 125.81ex/s]
preprocess datasets: 1126ex [00:07, 135.58ex/s]
preprocess datasets: 1142ex [00:08, 133.10ex/s]
preprocess datasets: 1158ex [00:08, 139.49ex/s]
preprocess datasets: 1173ex [00:08, 139.80ex/s]
preprocess datasets: 1189ex [00:08, 144.07ex/s]
preprocess datasets: 1205ex [00:08, 148.15ex/s]
preprocess datasets: 1223ex [00:08, 155.24ex/s]
preprocess datasets: 1239ex [00:08, 153.15ex/s]
preprocess datasets: 1256ex [00:08, 156.35ex/s]
preprocess datasets: 1272ex [00:08, 147.85ex/s]
preprocess datasets: 1291ex [00:08, 157.30ex/s]
preprocess datasets: 1307ex [00:09, 154.71ex/s]
preprocess datasets: 1324ex [00:09, 158.30ex/s]
preprocess datasets: 1340ex [00:09, 153.27ex/s]
preprocess datasets: 1356ex [00:09, 142.86ex/s]
preprocess datasets: 1373ex [00:09, 149.59ex/s]
preprocess datasets: 1389ex [00:09, 151.90ex/s]
preprocess datasets: 1408ex [00:09, 159.70ex/s]
preprocess datasets: 1425ex [00:09, 162.41ex/s]
preprocess datasets: 1442ex [00:09, 161.28ex/s]
preprocess datasets: 1462ex [00:10, 170.68ex/s]
preprocess datasets: 1480ex [00:10, 169.25ex/s]
preprocess datasets: 1497ex [00:10, 167.93ex/s]
preprocess datasets: 1514ex [00:10, 165.40ex/s]
preprocess datasets: 1531ex [00:10, 158.03ex/s]
preprocess datasets: 1547ex [00:10, 158.53ex/s]
preprocess datasets: 1563ex [00:10, 156.03ex/s]
preprocess datasets: 1580ex [00:10, 157.49ex/s]
preprocess datasets: 1596ex [00:10, 157.28ex/s]
preprocess datasets: 1612ex [00:11, 156.46ex/s]
preprocess datasets: 1628ex [00:11, 157.43ex/s]
preprocess datasets: 1644ex [00:11, 156.86ex/s]
preprocess datasets: 1661ex [00:11, 158.45ex/s]
preprocess datasets: 1677ex [00:11, 151.51ex/s]
preprocess datasets: 1693ex [00:11, 145.04ex/s]
preprocess datasets: 1708ex [00:11, 137.78ex/s]
preprocess datasets: 1723ex [00:11, 140.63ex/s]
preprocess datasets: 1738ex [00:11, 141.68ex/s]
preprocess datasets: 1754ex [00:11, 146.18ex/s]
preprocess datasets: 1772ex [00:12, 153.58ex/s]
preprocess datasets: 1788ex [00:12, 147.77ex/s]
preprocess datasets: 1804ex [00:12, 150.68ex/s]
preprocess datasets: 1820ex [00:12, 132.34ex/s]
preprocess datasets: 1834ex [00:12, 133.40ex/s]
preprocess datasets: 1848ex [00:12, 131.67ex/s]
preprocess datasets: 1862ex [00:12, 133.50ex/s]
preprocess datasets: 1876ex [00:12, 130.58ex/s]
preprocess datasets: 1890ex [00:13, 132.25ex/s]
preprocess datasets: 1905ex [00:13, 136.91ex/s]
preprocess datasets: 1919ex [00:13, 137.23ex/s]
preprocess datasets: 1935ex [00:13, 143.24ex/s]
preprocess datasets: 1950ex [00:13, 142.61ex/s]
preprocess datasets: 1965ex [00:13, 137.13ex/s]
preprocess datasets: 1979ex [00:13, 128.98ex/s]
preprocess datasets: 1994ex [00:13, 134.14ex/s]
preprocess datasets: 2008ex [00:14, 46.24ex/s] 
preprocess datasets: 2023ex [00:14, 58.26ex/s]
preprocess datasets: 2036ex [00:14, 67.88ex/s]
preprocess datasets: 2048ex [00:14, 75.80ex/s]
preprocess datasets: 2062ex [00:14, 86.98ex/s]
preprocess datasets: 2074ex [00:15, 93.65ex/s]
preprocess datasets: 2088ex [00:15, 102.59ex/s]
preprocess datasets: 2102ex [00:15, 111.73ex/s]
preprocess datasets: 2116ex [00:15, 118.71ex/s]
preprocess datasets: 2130ex [00:15, 118.36ex/s]
preprocess datasets: 2143ex [00:15, 117.93ex/s]
preprocess datasets: 2156ex [00:15, 119.64ex/s]
preprocess datasets: 2169ex [00:15, 121.50ex/s]
preprocess datasets: 2182ex [00:15, 116.38ex/s]
preprocess datasets: 2194ex [00:16, 116.53ex/s]
preprocess datasets: 2208ex [00:16, 121.64ex/s]
preprocess datasets: 2221ex [00:16, 123.17ex/s]
preprocess datasets: 2234ex [00:16, 123.37ex/s]
preprocess datasets: 2247ex [00:16, 125.10ex/s]
preprocess datasets: 2260ex [00:16, 123.30ex/s]
preprocess datasets: 2273ex [00:16, 120.42ex/s]
preprocess datasets: 2286ex [00:16, 116.90ex/s]
preprocess datasets: 2299ex [00:16, 119.64ex/s]
preprocess datasets: 2312ex [00:17, 117.76ex/s]
preprocess datasets: 2325ex [00:17, 118.68ex/s]
preprocess datasets: 2339ex [00:17, 123.05ex/s]
preprocess datasets: 2354ex [00:17, 129.24ex/s]
preprocess datasets: 2368ex [00:17, 131.72ex/s]
preprocess datasets: 2382ex [00:17, 127.80ex/s]
preprocess datasets: 2397ex [00:17, 131.35ex/s]
preprocess datasets: 2411ex [00:17, 114.97ex/s]
preprocess datasets: 2423ex [00:17, 103.86ex/s]
preprocess datasets: 2435ex [00:18, 106.56ex/s]
preprocess datasets: 2449ex [00:18, 115.19ex/s]
preprocess datasets: 2461ex [00:18, 115.18ex/s]
preprocess datasets: 2473ex [00:18, 104.51ex/s]
preprocess datasets: 2484ex [00:18, 101.90ex/s]
preprocess datasets: 2498ex [00:18, 111.27ex/s]
preprocess datasets: 2512ex [00:18, 117.98ex/s]
preprocess datasets: 2525ex [00:18, 110.90ex/s]
preprocess datasets: 2537ex [00:19, 102.82ex/s]
preprocess datasets: 2552ex [00:19, 114.15ex/s]
preprocess datasets: 2565ex [00:19, 117.78ex/s]
preprocess datasets: 2578ex [00:19, 118.79ex/s]
preprocess datasets: 2592ex [00:19, 123.62ex/s]
preprocess datasets: 2605ex [00:19, 106.95ex/s]
preprocess datasets: 2618ex [00:19, 110.77ex/s]
preprocess datasets: 2633ex [00:19, 119.06ex/s]
preprocess datasets: 2646ex [00:19, 121.70ex/s]
preprocess datasets: 2659ex [00:20, 123.82ex/s]
preprocess datasets: 2672ex [00:20, 112.26ex/s]
preprocess datasets: 2685ex [00:20, 114.94ex/s]
preprocess datasets: 2700ex [00:20, 121.57ex/s]
preprocess datasets: 2715ex [00:20, 128.21ex/s]
preprocess datasets: 2729ex [00:20, 113.80ex/s]
preprocess datasets: 2741ex [00:20, 110.63ex/s]
preprocess datasets: 2755ex [00:20, 117.49ex/s]
preprocess datasets: 2770ex [00:20, 125.77ex/s]
preprocess datasets: 2785ex [00:21, 131.23ex/s]
preprocess datasets: 2799ex [00:21, 112.22ex/s]
preprocess datasets: 2812ex [00:21, 115.14ex/s]
preprocess datasets: 2827ex [00:21, 123.03ex/s]
preprocess datasets: 2840ex [00:21, 124.74ex/s]
preprocess datasets: 2853ex [00:21, 120.88ex/s]
preprocess datasets: 2866ex [00:21, 121.60ex/s]
preprocess datasets: 2881ex [00:21, 129.22ex/s]
preprocess datasets: 2897ex [00:21, 137.63ex/s]
preprocess datasets: 2915ex [00:22, 148.22ex/s]
preprocess datasets: 2930ex [00:22, 147.74ex/s]
preprocess datasets: 2947ex [00:22, 153.68ex/s]
preprocess datasets: 2964ex [00:22, 154.86ex/s]
preprocess datasets: 2980ex [00:22, 150.03ex/s]
preprocess datasets: 2996ex [00:22, 145.47ex/s]
preprocess datasets: 3000ex [00:23, 127.84ex/s]

  0%|          | 0/7 [00:00<?, ?ba/s]
100%|██████████| 7/7 [00:00<00:00, 704.50ba/s]

  0%|          | 0/3 [00:00<?, ?ba/s]
100%|██████████| 3/3 [00:00<00:00, 683.04ba/s]
Configuration saved in ./preprocessor_config.json
tokenizer config file saved in ./tokenizer_config.json
Special tokens file saved in ./special_tokens_map.json
added tokens file saved in ./added_tokens.json
Configuration saved in ./config.json
loading feature extractor configuration file ./preprocessor_config.json
loading configuration file ./config.json
Model config Wav2Vec2Config {
  "_name_or_path": "./",
  "activation_dropout": 0.1,
  "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": 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": 0.0,
  "feat_quantizer_dropout": 0.0,
  "final_dropout": 0.0,
  "hidden_act": "gelu",
  "hidden_dropout": 0.0,
  "hidden_size": 1024,
  "initializer_range": 0.02,
  "intermediate_size": 4096,
  "layer_norm_eps": 1e-05,
  "layerdrop": 0.0,
  "mask_feature_length": 64,
  "mask_feature_min_masks": 0,
  "mask_feature_prob": 0.25,
  "mask_time_length": 10,
  "mask_time_min_masks": 2,
  "mask_time_prob": 0.75,
  "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": 2655,
  "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": "4.17.0.dev0",
  "use_weighted_layer_sum": false,
  "vocab_size": 2658,
  "xvector_output_dim": 512
}

loading feature extractor configuration file ./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
}

Didn't find file ./tokenizer.json. We won't load it.
loading file ./vocab.json
loading file ./tokenizer_config.json
loading file ./added_tokens.json
loading file ./special_tokens_map.json
loading file None
Adding <s> to the vocabulary
Adding </s> to the vocabulary
/workspace/wav2vec2-xls-r-300m-zh-TW/./ is already a clone of https://huggingface.co/StevenLimcorn/wav2vec2-xls-r-300m-zh-TW. Make sure you pull the latest changes with `repo.git_pull()`.
02/06/2022 11:42:32 - WARNING - huggingface_hub.repository - /workspace/wav2vec2-xls-r-300m-zh-TW/./ is already a clone of https://huggingface.co/StevenLimcorn/wav2vec2-xls-r-300m-zh-TW. Make sure you pull the latest changes with `repo.git_pull()`.
Using 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.
/opt/conda/lib/python3.8/site-packages/transformers/optimization.py:306: FutureWarning: This implementation of AdamW is deprecated and will be removed in a future version. Use thePyTorch implementation torch.optim.AdamW instead, or set `no_deprecation_warning=True` to disable this warning
  warnings.warn(
***** Running training *****
  Num examples = 6380
  Num Epochs = 100
  Instantaneous batch size per device = 8
  Total train batch size (w. parallel, distributed & accumulation) = 32
  Gradient Accumulation steps = 4
  Total optimization steps = 19900

  0%|          | 0/19900 [00:00<?, ?it/s]
  0%|          | 1/19900 [00:02<13:25:02,  2.43s/it]
  0%|          | 2/19900 [00:04<12:49:37,  2.32s/it]
  0%|          | 3/19900 [00:06<12:04:24,  2.18s/it]
  0%|          | 4/19900 [00:08<11:25:40,  2.07s/it]
  0%|          | 5/19900 [00:10<11:01:02,  1.99s/it]
  0%|          | 6/19900 [00:12<10:39:57,  1.93s/it]
  0%|          | 7/19900 [00:14<10:22:53,  1.88s/it]
  0%|          | 8/19900 [00:15<10:09:17,  1.84s/it]
  0%|          | 9/19900 [00:17<9:54:54,  1.79s/it] 
  0%|          | 10/19900 [00:19<9:54:58,  1.79s/it]
  0%|          | 11/19900 [00:20<9:42:04,  1.76s/it]
  0%|          | 12/19900 [00:22<9:30:16,  1.72s/it]
  0%|          | 13/19900 [00:24<9:12:40,  1.67s/it]
  0%|          | 14/19900 [00:25<8:58:02,  1.62s/it]
  0%|          | 15/19900 [00:27<8:48:57,  1.60s/it]
  0%|          | 16/19900 [00:28<8:45:18,  1.59s/it]
  0%|          | 17/19900 [00:30<8:35:55,  1.56s/it]
  0%|          | 18/19900 [00:31<8:29:48,  1.54s/it]
  0%|          | 19/19900 [00:33<8:24:59,  1.52s/it]
  0%|          | 20/19900 [00:34<8:17:28,  1.50s/it]
  0%|          | 21/19900 [00:36<8:15:00,  1.49s/it]
  0%|          | 22/19900 [00:37<8:10:24,  1.48s/it]
  0%|          | 23/19900 [00:39<8:05:42,  1.47s/it]
  0%|          | 24/19900 [00:40<8:05:17,  1.46s/it]
  0%|          | 25/19900 [00:41<7:57:57,  1.44s/it]
  0%|          | 26/19900 [00:43<7:54:46,  1.43s/it]
  0%|          | 27/19900 [00:44<7:53:25,  1.43s/it]
  0%|          | 28/19900 [00:46<7:41:52,  1.39s/it]
  0%|          | 29/19900 [00:47<7:34:18,  1.37s/it]
  0%|          | 30/19900 [00:48<7:29:42,  1.36s/it]
  0%|          | 31/19900 [00:50<7:27:43,  1.35s/it]
  0%|          | 32/19900 [00:51<7:19:29,  1.33s/it]
  0%|          | 33/19900 [00:52<7:17:27,  1.32s/it]
  0%|          | 34/19900 [00:53<7:09:51,  1.30s/it]
  0%|          | 35/19900 [00:55<7:02:14,  1.28s/it]
  0%|          | 36/19900 [00:56<6:58:53,  1.27s/it]
  0%|          | 37/19900 [00:57<6:59:51,  1.27s/it]
  0%|          | 38/19900 [00:58<6:54:04,  1.25s/it]
  0%|          | 39/19900 [00:59<6:48:51,  1.24s/it]
  0%|          | 40/19900 [01:01<6:46:31,  1.23s/it]
  0%|          | 41/19900 [01:02<6:39:32,  1.21s/it]
  0%|          | 42/19900 [01:03<6:26:40,  1.17s/it]
  0%|          | 43/19900 [01:04<6:26:17,  1.17s/it]
  0%|          | 44/19900 [01:05<6:21:23,  1.15s/it]
  0%|          | 45/19900 [01:06<6:22:37,  1.16s/it]
  0%|          | 46/19900 [01:07<6:07:57,  1.11s/it]
  0%|          | 47/19900 [01:08<5:56:38,  1.08s/it]
  0%|          | 48/19900 [01:09<5:47:10,  1.05s/it]
  0%|          | 49/19900 [01:10<5:29:37,  1.00it/s]
  0%|          | 50/19900 [01:13<7:48:26,  1.42s/it]
  0%|          | 51/19900 [01:15<9:04:00,  1.64s/it]
  0%|          | 52/19900 [01:17<9:38:59,  1.75s/it]
  0%|          | 53/19900 [01:19<10:03:13,  1.82s/it]
  0%|          | 54/19900 [01:21<10:04:02,  1.83s/it]
  0%|          | 55/19900 [01:22<10:02:42,  1.82s/it]
  0%|          | 56/19900 [01:24<9:55:27,  1.80s/it] 
  0%|          | 57/19900 [01:26<9:47:34,  1.78s/it]
  0%|          | 58/19900 [01:28<9:38:44,  1.75s/it]
  0%|          | 59/19900 [01:29<9:31:26,  1.73s/it]
  0%|          | 60/19900 [01:31<9:24:05,  1.71s/it]
  0%|          | 61/19900 [01:33<9:17:36,  1.69s/it]
  0%|          | 62/19900 [01:34<9:06:55,  1.65s/it]
  0%|          | 63/19900 [01:36<9:02:09,  1.64s/it]
  0%|          | 64/19900 [01:37<8:54:43,  1.62s/it]
  0%|          | 65/19900 [01:39<8:46:20,  1.59s/it]
  0%|          | 66/19900 [01:40<8:44:42,  1.59s/it]
  0%|          | 67/19900 [01:42<8:37:50,  1.57s/it]
  0%|          | 68/19900 [01:43<8:31:04,  1.55s/it]
  0%|          | 69/19900 [01:45<8:24:23,  1.53s/it]
  0%|          | 70/19900 [01:46<8:13:39,  1.49s/it]
  0%|          | 71/19900 [01:48<8:14:53,  1.50s/it]
  0%|          | 72/19900 [01:49<8:07:22,  1.47s/it]
  0%|          | 73/19900 [01:51<8:01:48,  1.46s/it]
  0%|          | 74/19900 [01:52<7:56:19,  1.44s/it]
  0%|          | 75/19900 [01:53<7:50:06,  1.42s/it]
  0%|          | 76/19900 [01:55<7:42:12,  1.40s/it]
  0%|          | 77/19900 [01:56<7:34:02,  1.37s/it]
  0%|          | 78/19900 [01:57<7:32:17,  1.37s/it]
  0%|          | 79/19900 [01:59<7:28:05,  1.36s/it]
  0%|          | 80/19900 [02:00<7:18:24,  1.33s/it]
  0%|          | 81/19900 [02:01<7:14:20,  1.31s/it]
  0%|          | 82/19900 [02:03<7:11:13,  1.31s/it]
  0%|          | 83/19900 [02:04<7:04:01,  1.28s/it]
  0%|          | 84/19900 [02:05<7:04:38,  1.29s/it]
  0%|          | 85/19900 [02:06<6:57:05,  1.26s/it]
  0%|          | 86/19900 [02:08<6:51:28,  1.25s/it]
  0%|          | 87/19900 [02:09<6:42:45,  1.22s/it]
  0%|          | 88/19900 [02:10<6:35:33,  1.20s/it]
  0%|          | 89/19900 [02:11<6:28:30,  1.18s/it]
  0%|          | 90/19900 [02:12<6:25:04,  1.17s/it]
  0%|          | 91/19900 [02:13<6:20:29,  1.15s/it]
  0%|          | 92/19900 [02:14<6:17:03,  1.14s/it]
  0%|          | 93/19900 [02:15<6:05:20,  1.11s/it]
  0%|          | 94/19900 [02:16<5:56:43,  1.08s/it]
  0%|          | 95/19900 [02:17<5:51:59,  1.07s/it]
  0%|          | 96/19900 [02:18<5:44:47,  1.04s/it]
  0%|          | 97/19900 [02:19<5:36:14,  1.02s/it]
  0%|          | 98/19900 [02:20<5:17:41,  1.04it/s]
  0%|          | 99/19900 [02:23<7:44:10,  1.41s/it]
  1%|          | 100/19900 [02:25<8:53:21,  1.62s/it]
                                                     

  1%|          | 100/19900 [02:25<8:53:21,  1.62s/it]
  1%|          | 101/19900 [02:27<9:32:36,  1.74s/it]
  1%|          | 102/19900 [02:29<9:49:00,  1.79s/it]
  1%|          | 103/19900 [02:30<9:46:17,  1.78s/it]
  1%|          | 104/19900 [02:32<9:44:13,  1.77s/it]
  1%|          | 105/19900 [02:34<9:39:29,  1.76s/it]
  1%|          | 106/19900 [02:36<9:28:55,  1.72s/it]
  1%|          | 107/19900 [02:37<9:20:16,  1.70s/it]
  1%|          | 108/19900 [02:39<9:18:50,  1.69s/it]
  1%|          | 109/19900 [02:41<9:14:07,  1.68s/it]
  1%|          | 110/19900 [02:42<9:06:55,  1.66s/it]
  1%|          | 111/19900 [02:44<8:54:07,  1.62s/it]
  1%|          | 112/19900 [02:45<8:47:18,  1.60s/it]
  1%|          | 113/19900 [02:47<8:38:37,  1.57s/it]
  1%|          | 114/19900 [02:48<8:30:59,  1.55s/it]
  1%|          | 115/19900 [02:50<8:25:27,  1.53s/it]
  1%|          | 116/19900 [02:51<8:20:35,  1.52s/it]
  1%|          | 117/19900 [02:53<8:14:27,  1.50s/it]
  1%|          | 118/19900 [02:54<8:12:53,  1.49s/it]
  1%|          | 119/19900 [02:56<8:05:58,  1.47s/it]
  1%|          | 120/19900 [02:57<7:58:05,  1.45s/it]
  1%|          | 121/19900 [02:58<7:54:32,  1.44s/it]
  1%|          | 122/19900 [03:00<7:49:23,  1.42s/it]
  1%|          | 123/19900 [03:01<7:43:49,  1.41s/it]
  1%|          | 124/19900 [03:03<7:39:40,  1.39s/it]
  1%|          | 125/19900 [03:04<7:33:08,  1.37s/it]
  1%|          | 126/19900 [03:05<7:25:07,  1.35s/it]
  1%|          | 127/19900 [03:06<7:18:11,  1.33s/it]
  1%|          | 128/19900 [03:08<7:15:00,  1.32s/it]
  1%|          | 129/19900 [03:09<7:09:17,  1.30s/it]
  1%|          | 130/19900 [03:10<7:04:36,  1.29s/it]
  1%|          | 131/19900 [03:12<7:03:01,  1.28s/it]
  1%|          | 132/19900 [03:13<6:58:28,  1.27s/it]
  1%|          | 133/19900 [03:14<6:53:24,  1.25s/it]
  1%|          | 134/19900 [03:15<6:52:10,  1.25s/it]
  1%|          | 135/19900 [03:16<6:42:52,  1.22s/it]
  1%|          | 136/19900 [03:18<6:39:26,  1.21s/it]
  1%|          | 137/19900 [03:19<6:35:32,  1.20s/it]
  1%|          | 138/19900 [03:20<6:32:22,  1.19s/it]
  1%|          | 139/19900 [03:21<6:23:47,  1.17s/it]
  1%|          | 140/19900 [03:22<6:20:47,  1.16s/it]
  1%|          | 141/19900 [03:23<6:12:53,  1.13s/it]
  1%|          | 142/19900 [03:24<6:08:08,  1.12s/it]
  1%|          | 143/19900 [03:25<6:00:03,  1.09s/it]
  1%|          | 144/19900 [03:26<5:56:21,  1.08s/it]
  1%|          | 145/19900 [03:27<5:47:44,  1.06s/it]
  1%|          | 146/19900 [03:28<5:35:25,  1.02s/it]
  1%|          | 147/19900 [03:29<5:21:55,  1.02it/s]
  1%|          | 148/19900 [03:32<7:43:12,  1.41s/it]
  1%|          | 149/19900 [03:34<8:57:08,  1.63s/it]
  1%|          | 150/19900 [03:36<9:28:04,  1.73s/it]
  1%|          | 151/19900 [03:38<9:43:32,  1.77s/it]
  1%|          | 152/19900 [03:39<9:43:42,  1.77s/it]
  1%|          | 153/19900 [03:41<9:40:52,  1.76s/it]
  1%|          | 154/19900 [03:43<9:35:15,  1.75s/it]
  1%|          | 155/19900 [03:45<9:28:29,  1.73s/it]
  1%|          | 156/19900 [03:46<9:24:11,  1.71s/it]
  1%|          | 157/19900 [03:48<9:17:38,  1.69s/it]
  1%|          | 158/19900 [03:49<9:09:11,  1.67s/it]
  1%|          | 159/19900 [03:51<9:03:51,  1.65s/it]
  1%|          | 160/19900 [03:53<9:00:57,  1.64s/it]
  1%|          | 161/19900 [03:54<8:52:21,  1.62s/it]
  1%|          | 162/19900 [03:56<8:45:05,  1.60s/it]
  1%|          | 163/19900 [03:57<8:38:31,  1.58s/it]
  1%|          | 164/19900 [03:59<8:27:50,  1.54s/it]
  1%|          | 165/19900 [04:00<8:23:54,  1.53s/it]
  1%|          | 166/19900 [04:02<8:16:17,  1.51s/it]
  1%|          | 167/19900 [04:03<8:02:17,  1.47s/it]
  1%|          | 168/19900 [04:05<7:52:05,  1.44s/it]
  1%|          | 169/19900 [04:06<7:43:14,  1.41s/it]
  1%|          | 170/19900 [04:07<7:34:58,  1.38s/it]
  1%|          | 171/19900 [04:08<7:29:07,  1.37s/it]
  1%|          | 172/19900 [04:10<7:23:45,  1.35s/it]
  1%|          | 173/19900 [04:11<7:29:10,  1.37s/it]
  1%|          | 174/19900 [04:13<7:25:18,  1.35s/it]
  1%|          | 175/19900 [04:14<7:21:02,  1.34s/it]
  1%|          | 176/19900 [04:15<7:16:28,  1.33s/it]
  1%|          | 177/19900 [04:16<7:13:31,  1.32s/it]
  1%|          | 178/19900 [04:18<7:15:04,  1.32s/it]
  1%|          | 179/19900 [04:19<7:05:16,  1.29s/it]
  1%|          | 180/19900 [04:20<6:58:29,  1.27s/it]
  1%|          | 181/19900 [04:21<6:54:01,  1.26s/it]
  1%|          | 182/19900 [04:23<6:46:14,  1.24s/it]
  1%|          | 183/19900 [04:24<6:47:27,  1.24s/it]
  1%|          | 184/19900 [04:25<6:49:04,  1.24s/it]
  1%|          | 185/19900 [04:26<6:44:52,  1.23s/it]
  1%|          | 186/19900 [04:27<6:35:42,  1.20s/it]
  1%|          | 187/19900 [04:29<6:30:37,  1.19s/it]
  1%|          | 188/19900 [04:30<6:20:20,  1.16s/it]
  1%|          | 189/19900 [04:31<6:19:04,  1.15s/it]
  1%|          | 190/19900 [04:32<6:11:44,  1.13s/it]
  1%|          | 191/19900 [04:33<6:02:24,  1.10s/it]
  1%|          | 192/19900 [04:34<5:57:21,  1.09s/it]
  1%|          | 193/19900 [04:35<5:56:05,  1.08s/it]
  1%|          | 194/19900 [04:36<5:47:23,  1.06s/it]
  1%|          | 195/19900 [04:37<5:32:48,  1.01s/it]
  1%|          | 196/19900 [04:38<5:19:55,  1.03it/s]
  1%|          | 197/19900 [04:40<6:42:49,  1.23s/it]
  1%|          | 198/19900 [04:41<7:06:08,  1.30s/it]
  1%|          | 199/19900 [04:42<6:51:30,  1.25s/it]
  1%|          | 200/19900 [04:45<9:29:17,  1.73s/it]
                                                     

  1%|          | 200/19900 [04:45<9:29:17,  1.73s/it]
  1%|          | 201/19900 [04:47<10:03:33,  1.84s/it]
  1%|          | 202/19900 [04:49<10:11:50,  1.86s/it]
  1%|          | 203/19900 [04:51<10:15:20,  1.87s/it]
  1%|          | 204/19900 [04:53<10:10:17,  1.86s/it]
  1%|          | 205/19900 [04:55<10:03:41,  1.84s/it]
  1%|          | 206/19900 [04:56<9:58:52,  1.82s/it] 
  1%|          | 207/19900 [04:58<9:49:02,  1.79s/it]
  1%|          | 208/19900 [05:00<9:37:18,  1.76s/it]
  1%|          | 209/19900 [05:02<9:24:11,  1.72s/it]
  1%|          | 210/19900 [05:03<9:15:02,  1.69s/it]
  1%|          | 211/19900 [05:05<9:03:10,  1.66s/it]
  1%|          | 212/19900 [05:06<8:55:51,  1.63s/it]
  1%|          | 213/19900 [05:08<8:44:41,  1.60s/it]
  1%|          | 214/19900 [05:09<8:45:28,  1.60s/it]
  1%|          | 215/19900 [05:11<8:37:02,  1.58s/it]
  1%|          | 216/19900 [05:12<8:30:32,  1.56s/it]
  1%|          | 217/19900 [05:14<8:21:48,  1.53s/it]
  1%|          | 218/19900 [05:15<8:19:17,  1.52s/it]
  1%|          | 219/19900 [05:17<8:11:28,  1.50s/it]
  1%|          | 220/19900 [05:18<8:08:06,  1.49s/it]
  1%|          | 221/19900 [05:20<8:02:29,  1.47s/it]
  1%|          | 222/19900 [05:21<7:59:45,  1.46s/it]
  1%|          | 223/19900 [05:23<7:45:06,  1.42s/it]
  1%|          | 224/19900 [05:24<7:41:00,  1.41s/it]
  1%|          | 225/19900 [05:25<7:42:53,  1.41s/it]
  1%|          | 226/19900 [05:27<7:33:15,  1.38s/it]
  1%|          | 227/19900 [05:28<7:27:09,  1.36s/it]
  1%|          | 228/19900 [05:29<7:22:28,  1.35s/it]
  1%|          | 229/19900 [05:31<7:14:45,  1.33s/it]
  1%|          | 230/19900 [05:32<7:15:12,  1.33s/it]
  1%|          | 231/19900 [05:33<7:14:17,  1.32s/it]
  1%|          | 232/19900 [05:34<7:04:35,  1.30s/it]
  1%|          | 233/19900 [05:36<7:04:54,  1.30s/it]
  1%|          | 234/19900 [05:37<6:53:05,  1.26s/it]
  1%|          | 235/19900 [05:38<6:53:10,  1.26s/it]
  1%|          | 236/19900 [05:39<6:47:14,  1.24s/it]
  1%|          | 237/19900 [05:41<6:41:31,  1.23s/it]
  1%|          | 238/19900 [05:42<6:38:21,  1.22s/it]
  1%|          | 239/19900 [05:43<6:26:58,  1.18s/it]
  1%|          | 240/19900 [05:44<6:16:02,  1.15s/it]
  1%|          | 241/19900 [05:45<6:06:18,  1.12s/it]
  1%|          | 242/19900 [05:46<6:01:20,  1.10s/it]
  1%|          | 243/19900 [05:47<5:52:47,  1.08s/it]
  1%|          | 244/19900 [05:48<5:47:35,  1.06s/it]
  1%|          | 245/19900 [05:49<5:39:46,  1.04s/it]
  1%|          | 246/19900 [05:50<5:35:13,  1.02s/it]
  1%|          | 247/19900 [05:51<5:26:53,  1.00it/s]
  1%|          | 248/19900 [05:52<5:15:26,  1.04it/s]
  1%|▏         | 249/19900 [05:54<7:32:31,  1.38s/it]
  1%|▏         | 250/19900 [05:56<8:50:21,  1.62s/it]
  1%|▏         | 251/19900 [05:58<9:27:48,  1.73s/it]
  1%|▏         | 252/19900 [06:00<9:41:26,  1.78s/it]
  1%|▏         | 253/19900 [06:02<9:47:56,  1.80s/it]
  1%|▏         | 254/19900 [06:04<9:43:13,  1.78s/it]
  1%|▏         | 255/19900 [06:06<9:36:45,  1.76s/it]
  1%|▏         | 256/19900 [06:07<9:33:32,  1.75s/it]
  1%|▏         | 257/19900 [06:09<9:27:22,  1.73s/it]
  1%|▏         | 258/19900 [06:11<9:20:12,  1.71s/it]
  1%|▏         | 259/19900 [06:12<9:13:39,  1.69s/it]
  1%|▏         | 260/19900 [06:14<9:13:00,  1.69s/it]
  1%|▏         | 261/19900 [06:16<8:58:11,  1.64s/it]
  1%|▏         | 262/19900 [06:17<8:43:59,  1.60s/it]
  1%|▏         | 263/19900 [06:18<8:32:01,  1.56s/it]
  1%|▏         | 264/19900 [06:20<8:24:14,  1.54s/it]
  1%|▏         | 265/19900 [06:21<8:21:48,  1.53s/it]
  1%|▏         | 266/19900 [06:23<8:16:52,  1.52s/it]
  1%|▏         | 267/19900 [06:24<8:15:41,  1.51s/it]
  1%|▏         | 268/19900 [06:26<8:07:37,  1.49s/it]
  1%|▏         | 269/19900 [06:27<8:04:12,  1.48s/it]
  1%|▏         | 270/19900 [06:29<8:13:03,  1.51s/it]
  1%|▏         | 271/19900 [06:30<8:07:31,  1.49s/it]
  1%|▏         | 272/19900 [06:32<7:59:06,  1.46s/it]
  1%|▏         | 273/19900 [06:33<7:53:30,  1.45s/it]
  1%|▏         | 274/19900 [06:35<7:43:32,  1.42s/it]
  1%|▏         | 275/19900 [06:36<7:32:06,  1.38s/it]
  1%|▏         | 276/19900 [06:37<7:29:52,  1.38s/it]
  1%|▏         | 277/19900 [06:39<7:23:18,  1.36s/it]
  1%|▏         | 278/19900 [06:40<7:12:04,  1.32s/it]
  1%|▏         | 279/19900 [06:41<7:04:58,  1.30s/it]
  1%|▏         | 280/19900 [06:42<6:59:33,  1.28s/it]
  1%|▏         | 281/19900 [06:44<7:00:08,  1.28s/it]
  1%|▏         | 282/19900 [06:45<6:50:55,  1.26s/it]
  1%|▏         | 283/19900 [06:46<6:45:32,  1.24s/it]
  1%|▏         | 284/19900 [06:47<6:44:23,  1.24s/it]
  1%|▏         | 285/19900 [06:48<6:44:18,  1.24s/it]
  1%|▏         | 286/19900 [06:50<6:39:43,  1.22s/it]
  1%|▏         | 287/19900 [06:51<6:32:21,  1.20s/it]
  1%|▏         | 288/19900 [06:52<6:28:34,  1.19s/it]
  1%|▏         | 289/19900 [06:53<6:25:10,  1.18s/it]
  1%|▏         | 290/19900 [06:54<6:12:28,  1.14s/it]
  1%|▏         | 291/19900 [06:55<6:09:56,  1.13s/it]
  1%|▏         | 292/19900 [06:56<5:58:52,  1.10s/it]
  1%|▏         | 293/19900 [06:57<5:50:21,  1.07s/it]
  1%|▏         | 294/19900 [06:58<5:42:14,  1.05s/it]
  1%|▏         | 295/19900 [06:59<5:35:45,  1.03s/it]
  1%|▏         | 296/19900 [07:00<5:26:21,  1.00it/s]
  1%|▏         | 297/19900 [07:01<5:12:32,  1.05it/s]
  1%|▏         | 298/19900 [07:03<7:20:48,  1.35s/it]
  2%|▏         | 299/19900 [07:05<8:25:31,  1.55s/it]
  2%|▏         | 300/19900 [07:07<9:09:42,  1.68s/it]
                                                     

  2%|▏         | 300/19900 [07:07<9:09:42,  1.68s/it]
  2%|▏         | 301/19900 [07:09<9:33:13,  1.75s/it]
  2%|▏         | 302/19900 [07:11<9:43:42,  1.79s/it]
  2%|▏         | 303/19900 [07:13<9:43:19,  1.79s/it]
  2%|▏         | 304/19900 [07:15<9:38:50,  1.77s/it]
  2%|▏         | 305/19900 [07:16<9:32:33,  1.75s/it]
  2%|▏         | 306/19900 [07:18<9:25:42,  1.73s/it]
  2%|▏         | 307/19900 [07:20<9:16:11,  1.70s/it]
  2%|▏         | 308/19900 [07:21<9:11:41,  1.69s/it]
  2%|▏         | 309/19900 [07:23<8:59:14,  1.65s/it]
  2%|▏         | 310/19900 [07:24<8:58:45,  1.65s/it]
  2%|▏         | 311/19900 [07:26<8:45:14,  1.61s/it]
  2%|▏         | 312/19900 [07:28<8:39:09,  1.59s/it]
  2%|▏         | 313/19900 [07:29<8:31:55,  1.57s/it]
  2%|▏         | 314/19900 [07:31<8:24:25,  1.55s/it]
  2%|▏         | 315/19900 [07:32<8:18:59,  1.53s/it]
  2%|▏         | 316/19900 [07:34<8:14:03,  1.51s/it]
  2%|▏         | 317/19900 [07:35<8:07:25,  1.49s/it]
  2%|▏         | 318/19900 [07:36<8:04:42,  1.49s/it]
  2%|▏         | 319/19900 [07:38<7:58:17,  1.47s/it]
  2%|▏         | 320/19900 [07:39<7:52:27,  1.45s/it]
  2%|▏         | 321/19900 [07:41<7:47:58,  1.43s/it]
  2%|▏         | 322/19900 [07:42<7:44:01,  1.42s/it]
  2%|▏         | 323/19900 [07:43<7:42:33,  1.42s/it]
  2%|▏         | 324/19900 [07:45<7:33:27,  1.39s/it]
  2%|▏         | 325/19900 [07:46<7:25:04,  1.36s/it]
  2%|▏         | 326/19900 [07:47<7:19:16,  1.35s/it]
  2%|▏         | 327/19900 [07:49<7:12:00,  1.32s/it]
  2%|▏         | 328/19900 [07:50<7:03:49,  1.30s/it]
  2%|▏         | 329/19900 [07:51<6:58:55,  1.28s/it]
  2%|▏         | 330/19900 [07:52<6:51:40,  1.26s/it]
  2%|▏         | 331/19900 [07:54<6:47:44,  1.25s/it]
  2%|▏         | 332/19900 [07:55<6:43:06,  1.24s/it]
  2%|▏         | 333/19900 [07:56<6:37:47,  1.22s/it]
  2%|▏         | 334/19900 [07:57<6:31:25,  1.20s/it]
  2%|▏         | 335/19900 [07:58<6:28:11,  1.19s/it]
  2%|▏         | 336/19900 [07:59<6:25:30,  1.18s/it]
  2%|▏         | 337/19900 [08:01<6:20:49,  1.17s/it]
  2%|▏         | 338/19900 [08:02<6:14:53,  1.15s/it]
  2%|▏         | 339/19900 [08:03<6:05:52,  1.12s/it]
  2%|▏         | 340/19900 [08:04<6:01:48,  1.11s/it]
  2%|▏         | 341/19900 [08:05<5:53:59,  1.09s/it]
  2%|▏         | 342/19900 [08:06<5:44:31,  1.06s/it]
  2%|▏         | 343/19900 [08:07<5:37:56,  1.04s/it]
  2%|▏         | 344/19900 [08:08<5:31:18,  1.02s/it]
  2%|▏         | 345/19900 [08:09<5:25:28,  1.00it/s]
  2%|▏         | 346/19900 [08:10<5:16:06,  1.03it/s]
  2%|▏         | 347/19900 [08:12<7:33:30,  1.39s/it]
  2%|▏         | 348/19900 [08:14<8:44:36,  1.61s/it]
  2%|▏         | 349/19900 [08:16<9:20:29,  1.72s/it]
  2%|▏         | 350/19900 [08:18<9:42:38,  1.79s/it]
  2%|▏         | 351/19900 [08:20<9:44:31,  1.79s/it]
  2%|▏         | 352/19900 [08:22<9:43:52,  1.79s/it]
  2%|▏         | 353/19900 [08:23<9:40:37,  1.78s/it]
  2%|▏         | 354/19900 [08:25<9:37:15,  1.77s/it]
  2%|▏         | 355/19900 [08:27<9:29:49,  1.75s/it]
  2%|▏         | 356/19900 [08:29<9:17:41,  1.71s/it]
  2%|▏         | 357/19900 [08:30<9:09:18,  1.69s/it]
  2%|▏         | 358/19900 [08:32<8:59:22,  1.66s/it]
  2%|▏         | 359/19900 [08:33<8:56:46,  1.65s/it]
  2%|▏         | 360/19900 [08:35<8:46:25,  1.62s/it]
  2%|▏         | 361/19900 [08:36<8:39:54,  1.60s/it]
  2%|▏         | 362/19900 [08:38<8:32:22,  1.57s/it]
  2%|▏         | 363/19900 [08:40<8:26:06,  1.55s/it]
  2%|▏         | 364/19900 [08:41<8:21:37,  1.54s/it]
  2%|▏         | 365/19900 [08:42<8:16:01,  1.52s/it]
  2%|▏         | 366/19900 [08:44<8:11:02,  1.51s/it]
  2%|▏         | 367/19900 [08:45<8:06:18,  1.49s/it]
  2%|▏         | 368/19900 [08:47<7:59:14,  1.47s/it]
  2%|▏         | 369/19900 [08:48<7:52:31,  1.45s/it]
  2%|▏         | 370/19900 [08:50<7:48:19,  1.44s/it]
  2%|▏         | 371/19900 [08:51<7:46:13,  1.43s/it]
  2%|▏         | 372/19900 [08:52<7:38:31,  1.41s/it]
  2%|▏         | 373/19900 [08:54<7:26:12,  1.37s/it]
  2%|▏         | 374/19900 [08:55<7:17:48,  1.35s/it]
  2%|▏         | 375/19900 [08:56<7:12:00,  1.33s/it]
  2%|▏         | 376/19900 [08:58<7:05:31,  1.31s/it]
  2%|▏         | 377/19900 [08:59<6:59:29,  1.29s/it]
  2%|▏         | 378/19900 [09:00<6:53:47,  1.27s/it]
  2%|▏         | 379/19900 [09:01<6:48:16,  1.25s/it]
  2%|▏         | 380/19900 [09:02<6:46:19,  1.25s/it]
  2%|▏         | 381/19900 [09:04<6:39:38,  1.23s/it]
  2%|▏         | 382/19900 [09:05<6:34:04,  1.21s/it]
  2%|▏         | 383/19900 [09:06<6:32:33,  1.21s/it]
  2%|▏         | 384/19900 [09:07<6:30:36,  1.20s/it]
  2%|▏         | 385/19900 [09:08<6:26:54,  1.19s/it]
  2%|▏         | 386/19900 [09:09<6:19:05,  1.17s/it]
  2%|▏         | 387/19900 [09:11<6:13:02,  1.15s/it]
  2%|▏         | 388/19900 [09:12<6:05:24,  1.12s/it]
  2%|▏         | 389/19900 [09:13<5:58:53,  1.10s/it]
  2%|▏         | 390/19900 [09:14<5:53:12,  1.09s/it]
  2%|▏         | 391/19900 [09:15<5:48:24,  1.07s/it]
  2%|▏         | 392/19900 [09:16<5:42:43,  1.05s/it]
  2%|▏         | 393/19900 [09:17<5:33:01,  1.02s/it]
  2%|▏         | 394/19900 [09:18<5:24:34,  1.00it/s]
  2%|▏         | 395/19900 [09:19<5:10:50,  1.05it/s]
  2%|▏         | 396/19900 [09:20<6:39:00,  1.23s/it]
  2%|▏         | 397/19900 [09:22<7:03:52,  1.30s/it]
  2%|▏         | 398/19900 [09:23<6:55:07,  1.28s/it]
  2%|▏         | 399/19900 [09:26<9:23:58,  1.74s/it]
  2%|▏         | 400/19900 [09:28<10:06:00,  1.86s/it]
                                                      

  2%|▏         | 400/19900 [09:28<10:06:00,  1.86s/it]
  2%|▏         | 401/19900 [09:30<10:14:41,  1.89s/it]
  2%|▏         | 402/19900 [09:32<10:09:33,  1.88s/it]
  2%|▏         | 403/19900 [09:34<10:03:26,  1.86s/it]
  2%|▏         | 404/19900 [09:35<9:53:52,  1.83s/it] 
  2%|▏         | 405/19900 [09:37<9:41:20,  1.79s/it]
  2%|▏         | 406/19900 [09:39<9:30:36,  1.76s/it]
  2%|▏         | 407/19900 [09:40<9:19:04,  1.72s/it]
  2%|▏         | 408/19900 [09:42<9:12:59,  1.70s/it]
  2%|▏         | 409/19900 [09:44<9:04:19,  1.68s/it]
  2%|▏         | 410/19900 [09:45<8:55:57,  1.65s/it]
  2%|▏         | 411/19900 [09:47<8:51:15,  1.64s/it]
  2%|▏         | 412/19900 [09:49<8:46:40,  1.62s/it]
  2%|▏         | 413/19900 [09:50<8:38:52,  1.60s/it]
  2%|▏         | 414/19900 [09:52<8:33:38,  1.58s/it]
  2%|▏         | 415/19900 [09:53<8:28:18,  1.57s/it]
  2%|▏         | 416/19900 [09:55<8:24:13,  1.55s/it]
  2%|▏         | 417/19900 [09:56<8:17:07,  1.53s/it]
  2%|▏         | 418/19900 [09:58<8:11:51,  1.51s/it]
  2%|▏         | 419/19900 [09:59<8:06:28,  1.50s/it]
  2%|▏         | 420/19900 [10:01<8:00:42,  1.48s/it]
  2%|▏         | 421/19900 [10:02<7:53:57,  1.46s/it]
  2%|▏         | 422/19900 [10:03<7:47:57,  1.44s/it]
  2%|▏         | 423/19900 [10:05<7:42:44,  1.43s/it]
  2%|▏         | 424/19900 [10:06<7:38:09,  1.41s/it]
  2%|▏         | 425/19900 [10:07<7:37:30,  1.41s/it]
  2%|▏         | 426/19900 [10:09<7:28:43,  1.38s/it]
  2%|▏         | 427/19900 [10:10<7:21:11,  1.36s/it]
  2%|▏         | 428/19900 [10:11<7:14:01,  1.34s/it]
  2%|▏         | 429/19900 [10:13<7:05:37,  1.31s/it]
  2%|▏         | 430/19900 [10:14<6:59:05,  1.29s/it]
  2%|▏         | 431/19900 [10:15<6:54:09,  1.28s/it]
  2%|▏         | 432/19900 [10:16<6:48:11,  1.26s/it]
  2%|▏         | 433/19900 [10:18<6:43:56,  1.25s/it]
  2%|▏         | 434/19900 [10:19<6:37:45,  1.23s/it]
  2%|▏         | 435/19900 [10:20<6:31:44,  1.21s/it]
  2%|▏         | 436/19900 [10:21<6:27:23,  1.19s/it]
  2%|▏         | 437/19900 [10:22<6:22:38,  1.18s/it]
  2%|▏         | 438/19900 [10:23<6:18:56,  1.17s/it]
  2%|▏         | 439/19900 [10:24<6:11:49,  1.15s/it]
  2%|▏         | 440/19900 [10:26<6:04:23,  1.12s/it]
  2%|▏         | 441/19900 [10:27<5:57:31,  1.10s/it]
  2%|▏         | 442/19900 [10:28<5:49:59,  1.08s/it]
  2%|▏         | 443/19900 [10:29<5:45:27,  1.07s/it]
  2%|▏         | 444/19900 [10:30<5:39:57,  1.05s/it]
  2%|▏         | 445/19900 [10:31<5:34:05,  1.03s/it]
  2%|▏         | 446/19900 [10:32<5:26:03,  1.01s/it]
  2%|▏         | 447/19900 [10:32<5:11:46,  1.04it/s]
  2%|▏         | 448/19900 [10:35<7:25:19,  1.37s/it]
  2%|▏         | 449/19900 [10:37<8:37:26,  1.60s/it]
  2%|▏         | 450/19900 [10:39<9:19:48,  1.73s/it]
  2%|▏         | 451/19900 [10:41<9:36:42,  1.78s/it]
  2%|▏         | 452/19900 [10:43<9:42:42,  1.80s/it]
  2%|▏         | 453/19900 [10:44<9:42:57,  1.80s/it]
  2%|▏         | 454/19900 [10:46<9:40:52,  1.79s/it]
  2%|▏         | 455/19900 [10:48<9:32:22,  1.77s/it]
  2%|▏         | 456/19900 [10:50<9:24:09,  1.74s/it]
  2%|▏         | 457/19900 [10:51<9:15:35,  1.71s/it]
  2%|▏         | 458/19900 [10:53<9:06:37,  1.69s/it]
  2%|▏         | 459/19900 [10:55<8:56:54,  1.66s/it]
  2%|▏         | 460/19900 [10:56<8:46:43,  1.63s/it]
  2%|▏         | 461/19900 [10:58<8:36:48,  1.60s/it]
  2%|▏         | 462/19900 [10:59<8:30:31,  1.58s/it]
  2%|▏         | 463/19900 [11:01<8:25:25,  1.56s/it]
  2%|▏         | 464/19900 [11:02<8:18:51,  1.54s/it]
  2%|▏         | 465/19900 [11:04<8:15:48,  1.53s/it]
  2%|▏         | 466/19900 [11:05<8:12:29,  1.52s/it]
  2%|▏         | 467/19900 [11:07<8:06:38,  1.50s/it]
  2%|▏         | 468/19900 [11:08<8:01:59,  1.49s/it]
  2%|▏         | 469/19900 [11:09<7:56:22,  1.47s/it]
  2%|▏         | 470/19900 [11:11<7:51:46,  1.46s/it]
  2%|▏         | 471/19900 [11:12<7:46:11,  1.44s/it]
  2%|▏         | 472/19900 [11:14<7:42:28,  1.43s/it]
  2%|▏         | 473/19900 [11:15<7:36:13,  1.41s/it]
  2%|▏         | 474/19900 [11:16<7:31:12,  1.39s/it]
  2%|▏         | 475/19900 [11:18<7:25:49,  1.38s/it]
  2%|▏         | 476/19900 [11:19<7:16:44,  1.35s/it]
  2%|▏         | 477/19900 [11:20<7:10:12,  1.33s/it]
  2%|▏         | 478/19900 [11:22<7:02:41,  1.31s/it]
  2%|▏         | 479/19900 [11:23<6:57:33,  1.29s/it]
  2%|▏         | 480/19900 [11:24<6:49:46,  1.27s/it]
  2%|▏         | 481/19900 [11:25<6:47:10,  1.26s/it]
  2%|▏         | 482/19900 [11:27<6:44:25,  1.25s/it]
  2%|▏         | 483/19900 [11:28<6:45:41,  1.25s/it]
  2%|▏         | 484/19900 [11:29<6:46:06,  1.25s/it]
  2%|▏         | 485/19900 [11:30<6:37:32,  1.23s/it]
  2%|▏         | 486/19900 [11:31<6:32:25,  1.21s/it]
  2%|▏         | 487/19900 [11:33<6:24:56,  1.19s/it]
  2%|▏         | 488/19900 [11:34<6:16:45,  1.16s/it]
  2%|▏         | 489/19900 [11:35<6:08:39,  1.14s/it]
  2%|▏         | 490/19900 [11:36<6:03:24,  1.12s/it]
  2%|▏         | 491/19900 [11:37<5:52:17,  1.09s/it]
  2%|▏         | 492/19900 [11:38<5:43:01,  1.06s/it]
  2%|▏         | 493/19900 [11:39<5:35:05,  1.04s/it]
  2%|▏         | 494/19900 [11:40<5:26:42,  1.01s/it]
  2%|▏         | 495/19900 [11:41<5:24:26,  1.00s/it]
  2%|▏         | 496/19900 [11:42<5:19:08,  1.01it/s]
  2%|▏         | 497/19900 [11:44<7:45:39,  1.44s/it]
  3%|▎         | 498/19900 [11:46<8:50:43,  1.64s/it]
  3%|▎         | 499/19900 [11:48<9:17:13,  1.72s/it]
  3%|▎         | 500/19900 [11:50<9:29:05,  1.76s/it]
                                                     

  3%|▎         | 500/19900 [11:50<9:29:05,  1.76s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'loss': 136.5086, 'learning_rate': 3.6375e-06, 'epoch': 0.5}
{'loss': 98.7644, 'learning_rate': 7.3875e-06, 'epoch': 1.01}
{'loss': 81.5207, 'learning_rate': 1.1137499999999998e-05, 'epoch': 1.51}
{'loss': 72.7656, 'learning_rate': 1.48875e-05, 'epoch': 2.01}
{'loss': 64.6189, 'learning_rate': 1.86375e-05, 'epoch': 2.51}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.72it/s]

  1%|          | 3/370 [00:00<01:02,  5.92it/s]

  1%|          | 4/370 [00:00<01:13,  5.00it/s]

  1%|▏         | 5/370 [00:00<01:17,  4.69it/s]

  2%|▏         | 6/370 [00:01<01:11,  5.07it/s]

  2%|▏         | 7/370 [00:01<01:20,  4.49it/s]

  2%|▏         | 8/370 [00:01<01:18,  4.61it/s]

  2%|▏         | 9/370 [00:01<01:19,  4.52it/s]

  3%|▎         | 10/370 [00:02<01:20,  4.48it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.44it/s]

  3%|▎         | 12/370 [00:02<01:21,  4.41it/s]

  4%|▎         | 13/370 [00:02<01:21,  4.37it/s]

  4%|▍         | 14/370 [00:03<01:26,  4.12it/s]

  4%|▍         | 15/370 [00:03<01:22,  4.30it/s]

  4%|▍         | 16/370 [00:03<01:23,  4.24it/s]

  5%|▍         | 17/370 [00:03<01:17,  4.56it/s]

  5%|▍         | 18/370 [00:03<01:12,  4.82it/s]

  5%|▌         | 19/370 [00:04<01:16,  4.59it/s]

  5%|▌         | 20/370 [00:04<01:19,  4.42it/s]

  6%|▌         | 21/370 [00:04<01:15,  4.59it/s]

  6%|▌         | 22/370 [00:04<01:11,  4.85it/s]

  6%|▌         | 23/370 [00:04<01:11,  4.88it/s]

  6%|▋         | 24/370 [00:05<01:13,  4.73it/s]

  7%|▋         | 25/370 [00:05<01:15,  4.58it/s]

  7%|▋         | 26/370 [00:05<01:12,  4.75it/s]

  7%|▋         | 27/370 [00:05<01:12,  4.72it/s]

  8%|▊         | 28/370 [00:06<01:15,  4.54it/s]

  8%|▊         | 29/370 [00:06<01:19,  4.26it/s]

  8%|▊         | 30/370 [00:06<01:19,  4.26it/s]

  8%|▊         | 31/370 [00:06<01:17,  4.35it/s]

  9%|▊         | 32/370 [00:06<01:16,  4.41it/s]

  9%|▉         | 33/370 [00:07<01:15,  4.44it/s]

  9%|▉         | 34/370 [00:07<01:15,  4.47it/s]

  9%|▉         | 35/370 [00:07<01:19,  4.22it/s]

 10%|▉         | 36/370 [00:07<01:18,  4.26it/s]

 10%|█         | 37/370 [00:08<01:14,  4.48it/s]

 10%|█         | 38/370 [00:08<01:14,  4.46it/s]

 11%|█         | 39/370 [00:08<01:20,  4.12it/s]

 11%|█         | 40/370 [00:08<01:19,  4.16it/s]

 11%|█         | 41/370 [00:09<01:15,  4.36it/s]

 11%|█▏        | 42/370 [00:09<01:16,  4.27it/s]

 12%|█▏        | 43/370 [00:09<01:17,  4.21it/s]

 12%|█▏        | 44/370 [00:09<01:14,  4.39it/s]

 12%|█▏        | 45/370 [00:10<01:20,  4.04it/s]

 12%|█▏        | 46/370 [00:10<01:16,  4.23it/s]

 13%|█▎        | 47/370 [00:10<01:22,  3.93it/s]

 13%|█▎        | 48/370 [00:10<01:23,  3.87it/s]

 13%|█▎        | 49/370 [00:11<01:16,  4.17it/s]

 14%|█▎        | 50/370 [00:11<01:09,  4.58it/s]

 14%|█▍        | 51/370 [00:11<01:13,  4.37it/s]

 14%|█▍        | 52/370 [00:11<01:08,  4.61it/s]

 14%|█▍        | 53/370 [00:11<01:11,  4.41it/s]

 15%|█▍        | 54/370 [00:12<01:08,  4.58it/s]

 15%|█▍        | 55/370 [00:12<01:12,  4.37it/s]

 15%|█▌        | 56/370 [00:12<01:11,  4.38it/s]

 15%|█▌        | 57/370 [00:12<01:05,  4.79it/s]

 16%|█▌        | 58/370 [00:12<01:10,  4.40it/s]

 16%|█▌        | 59/370 [00:13<01:09,  4.48it/s]

 16%|█▌        | 60/370 [00:13<01:05,  4.73it/s]

 16%|█▋        | 61/370 [00:13<01:05,  4.75it/s]

 17%|█▋        | 62/370 [00:13<01:06,  4.65it/s]

 17%|█▋        | 63/370 [00:13<01:02,  4.94it/s]

 17%|█▋        | 64/370 [00:14<01:01,  4.97it/s]

 18%|█▊        | 65/370 [00:14<01:10,  4.35it/s]

 18%|█▊        | 66/370 [00:14<01:08,  4.43it/s]

 18%|█▊        | 67/370 [00:14<01:10,  4.30it/s]

 18%|█▊        | 68/370 [00:15<01:14,  4.07it/s]

 19%|█▊        | 69/370 [00:15<01:07,  4.44it/s]

 19%|█▉        | 70/370 [00:15<01:05,  4.60it/s]

 19%|█▉        | 71/370 [00:15<01:08,  4.37it/s]

 19%|█▉        | 72/370 [00:16<01:03,  4.72it/s]

 20%|█▉        | 73/370 [00:16<01:03,  4.71it/s]

 20%|██        | 74/370 [00:16<01:05,  4.51it/s]

 20%|██        | 75/370 [00:16<01:07,  4.40it/s]

 21%|██        | 76/370 [00:16<01:03,  4.63it/s]

 21%|██        | 77/370 [00:17<01:01,  4.79it/s]

 21%|██        | 78/370 [00:17<01:03,  4.59it/s]

 21%|██▏       | 79/370 [00:17<01:03,  4.57it/s]

 22%|██▏       | 80/370 [00:17<01:04,  4.53it/s]

 22%|██▏       | 81/370 [00:18<01:02,  4.64it/s]

 22%|██▏       | 82/370 [00:18<01:02,  4.61it/s]

 22%|██▏       | 83/370 [00:18<01:03,  4.49it/s]

 23%|██▎       | 84/370 [00:18<01:05,  4.37it/s]

 23%|██▎       | 85/370 [00:18<01:03,  4.51it/s]

 23%|██▎       | 86/370 [00:19<01:02,  4.52it/s]

 24%|██▎       | 87/370 [00:19<01:01,  4.64it/s]

 24%|██▍       | 88/370 [00:19<01:14,  3.79it/s]

 24%|██▍       | 89/370 [00:19<01:13,  3.84it/s]

 24%|██▍       | 90/370 [00:20<01:09,  4.05it/s]

 25%|██▍       | 91/370 [00:20<01:05,  4.23it/s]

 25%|██▍       | 92/370 [00:20<01:06,  4.17it/s]

 25%|██▌       | 93/370 [00:20<01:08,  4.06it/s]

 25%|██▌       | 94/370 [00:21<01:07,  4.11it/s]

 26%|██▌       | 95/370 [00:21<01:11,  3.84it/s]

 26%|██▌       | 96/370 [00:21<01:10,  3.87it/s]

 26%|██▌       | 97/370 [00:21<01:07,  4.04it/s]

 26%|██▋       | 98/370 [00:22<01:05,  4.14it/s]

 27%|██▋       | 99/370 [00:22<01:03,  4.25it/s]

 27%|██▋       | 100/370 [00:22<01:03,  4.25it/s]

 27%|██▋       | 101/370 [00:22<01:02,  4.33it/s]

 28%|██▊       | 102/370 [00:23<00:59,  4.52it/s]

 28%|██▊       | 103/370 [00:23<00:55,  4.79it/s]

 28%|██▊       | 104/370 [00:23<01:01,  4.35it/s]

 28%|██▊       | 105/370 [00:23<01:04,  4.11it/s]

 29%|██▊       | 106/370 [00:24<01:12,  3.66it/s]

 29%|██▉       | 107/370 [00:24<01:08,  3.86it/s]

 29%|██▉       | 108/370 [00:24<01:03,  4.13it/s]

 29%|██▉       | 109/370 [00:24<01:03,  4.08it/s]

 30%|██▉       | 110/370 [00:24<00:59,  4.34it/s]

 30%|███       | 111/370 [00:25<00:58,  4.46it/s]

 30%|███       | 112/370 [00:25<00:59,  4.37it/s]

 31%|███       | 113/370 [00:25<00:58,  4.41it/s]

 31%|███       | 114/370 [00:25<00:56,  4.50it/s]

 31%|███       | 115/370 [00:26<01:00,  4.23it/s]

 31%|███▏      | 116/370 [00:26<01:02,  4.07it/s]

 32%|███▏      | 117/370 [00:26<01:05,  3.86it/s]

 32%|███▏      | 118/370 [00:26<01:04,  3.91it/s]

 32%|███▏      | 119/370 [00:27<01:02,  4.02it/s]

 32%|███▏      | 120/370 [00:27<01:05,  3.79it/s]

 33%|███▎      | 121/370 [00:27<01:03,  3.92it/s]

 33%|███▎      | 122/370 [00:27<01:02,  4.00it/s]

 33%|███▎      | 123/370 [00:28<00:58,  4.21it/s]

 34%|███▎      | 124/370 [00:28<00:52,  4.65it/s]

 34%|███▍      | 125/370 [00:28<00:55,  4.42it/s]

 34%|███▍      | 126/370 [00:28<00:56,  4.31it/s]

 34%|███▍      | 127/370 [00:29<00:57,  4.19it/s]

 35%|███▍      | 128/370 [00:29<00:58,  4.17it/s]

 35%|███▍      | 129/370 [00:29<01:01,  3.91it/s]

 35%|███▌      | 130/370 [00:29<01:02,  3.84it/s]

 35%|███▌      | 131/370 [00:30<01:04,  3.73it/s]

 36%|███▌      | 132/370 [00:30<00:59,  4.03it/s]

 36%|███▌      | 133/370 [00:30<01:05,  3.61it/s]

 36%|███▌      | 134/370 [00:30<01:04,  3.68it/s]

 36%|███▋      | 135/370 [00:31<01:02,  3.75it/s]

 37%|███▋      | 136/370 [00:31<01:01,  3.84it/s]

 37%|███▋      | 137/370 [00:31<01:00,  3.88it/s]

 37%|███▋      | 138/370 [00:31<00:59,  3.93it/s]

 38%|███▊      | 139/370 [00:32<00:56,  4.10it/s]

 38%|███▊      | 140/370 [00:32<00:53,  4.27it/s]

 38%|███▊      | 141/370 [00:32<00:56,  4.03it/s]

 38%|███▊      | 142/370 [00:32<00:57,  3.96it/s]

 39%|███▊      | 143/370 [00:33<00:56,  4.04it/s]

 39%|███▉      | 144/370 [00:33<01:05,  3.46it/s]

 39%|███▉      | 145/370 [00:33<01:06,  3.39it/s]

 39%|███▉      | 146/370 [00:34<01:02,  3.61it/s]

 40%|███▉      | 147/370 [00:34<00:59,  3.78it/s]

 40%|████      | 148/370 [00:34<01:01,  3.63it/s]

 40%|████      | 149/370 [00:34<00:57,  3.81it/s]

 41%|████      | 150/370 [00:35<00:52,  4.16it/s]

 41%|████      | 151/370 [00:35<00:50,  4.38it/s]

 41%|████      | 152/370 [00:35<00:50,  4.34it/s]

 41%|████▏     | 153/370 [00:35<00:50,  4.27it/s]

 42%|████▏     | 154/370 [00:35<00:52,  4.15it/s]

 42%|████▏     | 155/370 [00:36<01:02,  3.45it/s]

 42%|████▏     | 156/370 [00:36<01:01,  3.50it/s]

 42%|████▏     | 157/370 [00:36<01:00,  3.53it/s]

 43%|████▎     | 158/370 [00:37<00:56,  3.72it/s]

 43%|████▎     | 159/370 [00:37<00:52,  4.05it/s]

 43%|████▎     | 160/370 [00:37<00:51,  4.07it/s]

 44%|████▎     | 161/370 [00:37<00:51,  4.05it/s]

 44%|████▍     | 162/370 [00:38<00:52,  4.00it/s]

 44%|████▍     | 163/370 [00:38<00:48,  4.24it/s]

 44%|████▍     | 164/370 [00:38<00:48,  4.23it/s]

 45%|████▍     | 165/370 [00:39<01:06,  3.10it/s]

 45%|████▍     | 166/370 [00:39<01:02,  3.26it/s]

 45%|████▌     | 167/370 [00:39<00:59,  3.42it/s]

 45%|████▌     | 168/370 [00:39<00:55,  3.66it/s]

 46%|████▌     | 169/370 [00:40<00:53,  3.76it/s]

 46%|████▌     | 170/370 [00:40<00:51,  3.85it/s]

 46%|████▌     | 171/370 [00:40<00:51,  3.83it/s]

 46%|████▋     | 172/370 [00:40<00:47,  4.21it/s]

 47%|████▋     | 173/370 [00:40<00:44,  4.43it/s]

 47%|████▋     | 174/370 [00:41<00:52,  3.74it/s]

 47%|████▋     | 175/370 [00:41<00:49,  3.96it/s]

 48%|████▊     | 176/370 [00:41<00:46,  4.17it/s]

 48%|████▊     | 177/370 [00:42<00:49,  3.92it/s]

 48%|████▊     | 178/370 [00:42<00:45,  4.19it/s]

 48%|████▊     | 179/370 [00:42<00:45,  4.23it/s]

 49%|████▊     | 180/370 [00:42<00:40,  4.63it/s]

 49%|████▉     | 181/370 [00:42<00:41,  4.52it/s]

 49%|████▉     | 182/370 [00:43<00:43,  4.30it/s]

 49%|████▉     | 183/370 [00:43<00:54,  3.43it/s]

 50%|████▉     | 184/370 [00:43<00:51,  3.59it/s]

 50%|█████     | 185/370 [00:44<00:47,  3.86it/s]

 50%|█████     | 186/370 [00:44<00:46,  3.93it/s]

 51%|█████     | 187/370 [00:44<00:47,  3.82it/s]

 51%|█████     | 188/370 [00:44<00:46,  3.90it/s]

 51%|█████     | 189/370 [00:45<00:47,  3.81it/s]

 51%|█████▏    | 190/370 [00:45<00:45,  3.98it/s]

 52%|█████▏    | 191/370 [00:45<00:50,  3.54it/s]

 52%|█████▏    | 192/370 [00:45<00:49,  3.56it/s]

 52%|█████▏    | 193/370 [00:46<00:51,  3.46it/s]

 52%|█████▏    | 194/370 [00:46<00:46,  3.78it/s]

 53%|█████▎    | 195/370 [00:46<00:46,  3.80it/s]

 53%|█████▎    | 196/370 [00:46<00:44,  3.87it/s]

 53%|█████▎    | 197/370 [00:47<00:43,  4.00it/s]

 54%|█████▎    | 198/370 [00:47<00:42,  4.02it/s]

 54%|█████▍    | 199/370 [00:47<00:49,  3.44it/s]

 54%|█████▍    | 200/370 [00:48<00:48,  3.48it/s]

 54%|█████▍    | 201/370 [00:48<00:45,  3.71it/s]

 55%|█████▍    | 202/370 [00:48<00:43,  3.90it/s]

 55%|█████▍    | 203/370 [00:48<00:40,  4.09it/s]

 55%|█████▌    | 204/370 [00:49<00:42,  3.86it/s]

 55%|█████▌    | 205/370 [00:49<00:40,  4.10it/s]

 56%|█████▌    | 206/370 [00:49<00:49,  3.33it/s]

 56%|█████▌    | 207/370 [00:49<00:47,  3.46it/s]

 56%|█████▌    | 208/370 [00:50<00:48,  3.36it/s]

 56%|█████▋    | 209/370 [00:50<00:45,  3.51it/s]

 57%|█████▋    | 210/370 [00:50<00:48,  3.28it/s]

 57%|█████▋    | 211/370 [00:51<00:48,  3.27it/s]

 57%|█████▋    | 212/370 [00:51<00:46,  3.43it/s]

 58%|█████▊    | 213/370 [00:51<00:53,  2.91it/s]

 58%|█████▊    | 214/370 [00:52<00:48,  3.22it/s]

 58%|█████▊    | 215/370 [00:52<00:46,  3.36it/s]

 58%|█████▊    | 216/370 [00:52<00:43,  3.58it/s]

 59%|█████▊    | 217/370 [00:52<00:41,  3.67it/s]

 59%|█████▉    | 218/370 [00:53<00:39,  3.85it/s]

 59%|█████▉    | 219/370 [00:53<00:40,  3.72it/s]

 59%|█████▉    | 220/370 [00:53<00:49,  3.06it/s]

 60%|█████▉    | 221/370 [00:54<00:49,  3.00it/s]

 60%|██████    | 222/370 [00:54<00:45,  3.26it/s]

 60%|██████    | 223/370 [00:54<00:45,  3.22it/s]

 61%|██████    | 224/370 [00:55<00:47,  3.08it/s]

 61%|██████    | 225/370 [00:55<00:49,  2.93it/s]

 61%|██████    | 226/370 [00:55<00:46,  3.11it/s]

 61%|██████▏   | 227/370 [00:56<00:54,  2.64it/s]

 62%|██████▏   | 228/370 [00:56<00:51,  2.74it/s]

 62%|██████▏   | 229/370 [00:57<00:49,  2.85it/s]

 62%|██████▏   | 230/370 [00:57<00:47,  2.94it/s]

 62%|██████▏   | 231/370 [00:57<00:44,  3.12it/s]

 63%|██████▎   | 232/370 [00:57<00:45,  3.03it/s]

 63%|██████▎   | 233/370 [00:58<00:54,  2.53it/s]

 63%|██████▎   | 234/370 [00:58<00:52,  2.61it/s]

 64%|██████▎   | 235/370 [00:59<00:46,  2.89it/s]

 64%|██████▍   | 236/370 [00:59<00:43,  3.05it/s]

 64%|██████▍   | 237/370 [00:59<00:43,  3.09it/s]

 64%|██████▍   | 238/370 [00:59<00:40,  3.26it/s]

 65%|██████▍   | 239/370 [01:00<00:45,  2.85it/s]

 65%|██████▍   | 240/370 [01:00<00:43,  2.96it/s]

 65%|██████▌   | 241/370 [01:01<00:41,  3.09it/s]

 65%|██████▌   | 242/370 [01:01<00:38,  3.31it/s]

 66%|██████▌   | 243/370 [01:01<00:40,  3.13it/s]

 66%|██████▌   | 244/370 [01:02<00:43,  2.91it/s]

 66%|██████▌   | 245/370 [01:02<00:47,  2.64it/s]

 66%|██████▋   | 246/370 [01:02<00:42,  2.90it/s]

 67%|██████▋   | 247/370 [01:02<00:37,  3.26it/s]

 67%|██████▋   | 248/370 [01:03<00:34,  3.56it/s]

 67%|██████▋   | 249/370 [01:03<00:33,  3.64it/s]

 68%|██████▊   | 250/370 [01:03<00:33,  3.55it/s]

 68%|██████▊   | 251/370 [01:04<00:39,  2.99it/s]

 68%|██████▊   | 252/370 [01:04<00:40,  2.92it/s]

 68%|██████▊   | 253/370 [01:04<00:37,  3.11it/s]

 69%|██████▊   | 254/370 [01:05<00:35,  3.23it/s]

 69%|██████▉   | 255/370 [01:05<00:34,  3.30it/s]

 69%|██████▉   | 256/370 [01:05<00:35,  3.25it/s]

 69%|██████▉   | 257/370 [01:06<00:48,  2.33it/s]

 70%|██████▉   | 258/370 [01:06<00:44,  2.54it/s]

 70%|███████   | 259/370 [01:07<00:40,  2.76it/s]

 70%|███████   | 260/370 [01:07<00:35,  3.08it/s]

 71%|███████   | 261/370 [01:07<00:34,  3.15it/s]

 71%|███████   | 262/370 [01:08<00:37,  2.85it/s]

 71%|███████   | 263/370 [01:08<00:36,  2.90it/s]

 71%|███████▏  | 264/370 [01:08<00:36,  2.92it/s]

 72%|███████▏  | 265/370 [01:08<00:33,  3.10it/s]

 72%|███████▏  | 266/370 [01:09<00:33,  3.10it/s]

 72%|███████▏  | 267/370 [01:09<00:40,  2.56it/s]

 72%|███████▏  | 268/370 [01:10<00:37,  2.69it/s]

 73%|███████▎  | 269/370 [01:10<00:36,  2.77it/s]

 73%|███████▎  | 270/370 [01:10<00:34,  2.88it/s]

 73%|███████▎  | 271/370 [01:11<00:33,  2.92it/s]

 74%|███████▎  | 272/370 [01:11<00:37,  2.62it/s]

 74%|███████▍  | 273/370 [01:11<00:35,  2.77it/s]

 74%|███████▍  | 274/370 [01:12<00:32,  2.97it/s]

 74%|███████▍  | 275/370 [01:12<00:30,  3.10it/s]

 75%|███████▍  | 276/370 [01:12<00:29,  3.18it/s]

 75%|███████▍  | 277/370 [01:13<00:35,  2.59it/s]

 75%|███████▌  | 278/370 [01:13<00:34,  2.70it/s]

 75%|███████▌  | 279/370 [01:13<00:32,  2.83it/s]

 76%|███████▌  | 280/370 [01:14<00:31,  2.90it/s]

 76%|███████▌  | 281/370 [01:14<00:29,  3.06it/s]

 76%|███████▌  | 282/370 [01:15<00:34,  2.58it/s]

 76%|███████▋  | 283/370 [01:15<00:31,  2.74it/s]

 77%|███████▋  | 284/370 [01:15<00:30,  2.84it/s]

 77%|███████▋  | 285/370 [01:16<00:30,  2.78it/s]

 77%|███████▋  | 286/370 [01:16<00:29,  2.83it/s]

 78%|███████▊  | 287/370 [01:17<00:39,  2.12it/s]

 78%|███████▊  | 288/370 [01:17<00:34,  2.39it/s]

 78%|███████▊  | 289/370 [01:17<00:29,  2.72it/s]

 78%|███████▊  | 290/370 [01:18<00:28,  2.79it/s]

 79%|███████▊  | 291/370 [01:18<00:27,  2.83it/s]

 79%|███████▉  | 292/370 [01:19<00:33,  2.30it/s]

 79%|███████▉  | 293/370 [01:19<00:31,  2.43it/s]

 79%|███████▉  | 294/370 [01:19<00:28,  2.69it/s]

 80%|███████▉  | 295/370 [01:19<00:25,  2.94it/s]

 80%|████████  | 296/370 [01:20<00:24,  3.01it/s]

 80%|████████  | 297/370 [01:21<00:34,  2.13it/s]

 81%|████████  | 298/370 [01:21<00:31,  2.26it/s]

 81%|████████  | 299/370 [01:21<00:29,  2.43it/s]

 81%|████████  | 300/370 [01:22<00:26,  2.62it/s]

 81%|████████▏ | 301/370 [01:22<00:28,  2.41it/s]

 82%|████████▏ | 302/370 [01:22<00:25,  2.66it/s]

 82%|████████▏ | 303/370 [01:23<00:23,  2.82it/s]

 82%|████████▏ | 304/370 [01:23<00:22,  2.89it/s]

 82%|████████▏ | 305/370 [01:24<00:27,  2.39it/s]

 83%|████████▎ | 306/370 [01:24<00:24,  2.59it/s]

 83%|████████▎ | 307/370 [01:24<00:22,  2.81it/s]

 83%|████████▎ | 308/370 [01:25<00:21,  2.94it/s]

 84%|████████▎ | 309/370 [01:25<00:24,  2.45it/s]

 84%|████████▍ | 310/370 [01:25<00:23,  2.60it/s]

 84%|████████▍ | 311/370 [01:26<00:21,  2.75it/s]

 84%|████████▍ | 312/370 [01:26<00:20,  2.87it/s]

 85%|████████▍ | 313/370 [01:27<00:23,  2.47it/s]

 85%|████████▍ | 314/370 [01:27<00:20,  2.75it/s]

 85%|████████▌ | 315/370 [01:27<00:18,  2.97it/s]

 85%|████████▌ | 316/370 [01:27<00:17,  3.07it/s]

 86%|████████▌ | 317/370 [01:28<00:21,  2.46it/s]

 86%|████████▌ | 318/370 [01:28<00:19,  2.60it/s]

 86%|████████▌ | 319/370 [01:29<00:18,  2.83it/s]

 86%|████████▋ | 320/370 [01:29<00:16,  3.00it/s]

 87%|████████▋ | 321/370 [01:30<00:21,  2.24it/s]

 87%|████████▋ | 322/370 [01:30<00:18,  2.54it/s]

 87%|████████▋ | 323/370 [01:30<00:17,  2.74it/s]

 88%|████████▊ | 324/370 [01:30<00:15,  2.97it/s]

 88%|████████▊ | 325/370 [01:31<00:19,  2.28it/s]

 88%|████████▊ | 326/370 [01:31<00:17,  2.48it/s]

 88%|████████▊ | 327/370 [01:32<00:16,  2.64it/s]

 89%|████████▊ | 328/370 [01:32<00:14,  2.97it/s]

 89%|████████▉ | 329/370 [01:33<00:17,  2.33it/s]

 89%|████████▉ | 330/370 [01:33<00:16,  2.48it/s]

 89%|████████▉ | 331/370 [01:33<00:14,  2.65it/s]

 90%|████████▉ | 332/370 [01:34<00:13,  2.87it/s]

 90%|█████████ | 333/370 [01:34<00:16,  2.25it/s]

 90%|█████████ | 334/370 [01:35<00:14,  2.47it/s]

 91%|█████████ | 335/370 [01:35<00:12,  2.74it/s]

 91%|█████████ | 336/370 [01:35<00:11,  2.94it/s]

 91%|█████████ | 337/370 [01:36<00:14,  2.24it/s]

 91%|█████████▏| 338/370 [01:36<00:13,  2.42it/s]

 92%|█████████▏| 339/370 [01:36<00:11,  2.63it/s]

 92%|█████████▏| 340/370 [01:37<00:10,  2.73it/s]

 92%|█████████▏| 341/370 [01:37<00:13,  2.19it/s]

 92%|█████████▏| 342/370 [01:38<00:11,  2.50it/s]

 93%|█████████▎| 343/370 [01:38<00:09,  2.77it/s]

 93%|█████████▎| 344/370 [01:38<00:09,  2.74it/s]

 93%|█████████▎| 345/370 [01:39<00:12,  2.03it/s]

 94%|█████████▎| 346/370 [01:40<00:10,  2.20it/s]

 94%|█████████▍| 347/370 [01:40<00:09,  2.37it/s]

 94%|█████████▍| 348/370 [01:40<00:08,  2.60it/s]

 94%|█████████▍| 349/370 [01:41<00:10,  1.97it/s]

 95%|█████████▍| 350/370 [01:41<00:08,  2.28it/s]

 95%|█████████▍| 351/370 [01:42<00:07,  2.40it/s]

 95%|█████████▌| 352/370 [01:42<00:07,  2.51it/s]

 95%|█████████▌| 353/370 [01:43<00:08,  2.03it/s]

 96%|█████████▌| 354/370 [01:43<00:07,  2.27it/s]

 96%|█████████▌| 355/370 [01:43<00:05,  2.57it/s]

 96%|█████████▌| 356/370 [01:44<00:04,  2.82it/s]

 96%|█████████▋| 357/370 [01:44<00:05,  2.17it/s]

 97%|█████████▋| 358/370 [01:44<00:04,  2.54it/s]

 97%|█████████▋| 359/370 [01:45<00:03,  2.82it/s]

 97%|█████████▋| 360/370 [01:45<00:03,  2.94it/s]

 98%|█████████▊| 361/370 [01:46<00:03,  2.26it/s]

 98%|█████████▊| 362/370 [01:46<00:03,  2.57it/s]

 98%|█████████▊| 363/370 [01:46<00:02,  3.00it/s]

 98%|█████████▊| 364/370 [01:47<00:02,  2.53it/s]

 99%|█████████▊| 365/370 [01:47<00:01,  2.86it/s]

 99%|█████████▉| 366/370 [01:47<00:01,  3.07it/s]

 99%|█████████▉| 367/370 [01:48<00:01,  2.55it/s]

 99%|█████████▉| 368/370 [01:48<00:00,  2.86it/s]

100%|█████████▉| 369/370 [01:48<00:00,  3.03it/s]

100%|██████████| 370/370 [01:49<00:00,  2.61it/s]
                                                     

                                                 

  3%|▎         | 500/19900 [14:05<9:29:05,  1.76s/it]

100%|██████████| 370/370 [02:14<00:00,  2.61it/s]

                                                 Saving model checkpoint to ./checkpoint-500
Configuration saved in ./checkpoint-500/config.json
Model weights saved in ./checkpoint-500/pytorch_model.bin
Configuration saved in ./checkpoint-500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json

  3%|▎         | 501/19900 [14:37<276:58:56, 51.40s/it]
  3%|▎         | 502/19900 [14:39<196:55:12, 36.55s/it]
  3%|▎         | 503/19900 [14:41<140:37:33, 26.10s/it]
  3%|▎         | 504/19900 [14:43<101:11:47, 18.78s/it]
  3%|▎         | 505/19900 [14:44<73:31:05, 13.65s/it] 
  3%|▎         | 506/19900 [14:46<54:07:55, 10.05s/it]
  3%|▎         | 507/19900 [14:47<40:26:58,  7.51s/it]
  3%|▎         | 508/19900 [14:49<30:52:54,  5.73s/it]
  3%|▎         | 509/19900 [14:51<24:07:29,  4.48s/it]
  3%|▎         | 510/19900 [14:52<19:20:56,  3.59s/it]
  3%|▎         | 511/19900 [14:54<15:58:58,  2.97s/it]
  3%|▎         | 512/19900 [14:55<13:37:34,  2.53s/it]
  3%|▎         | 513/19900 [14:57<11:59:41,  2.23s/it]
  3%|▎         | 514/19900 [14:58<10:45:51,  2.00s/it]
  3%|▎         | 515/19900 [15:00<9:59:49,  1.86s/it] 
  3%|▎         | 516/19900 [15:01<9:23:38,  1.74s/it]
  3%|▎         | 517/19900 [15:03<8:57:20,  1.66s/it]
  3%|▎         | 518/19900 [15:04<8:32:22,  1.59s/it]
  3%|▎         | 519/19900 [15:05<8:13:03,  1.53s/it]
  3%|▎         | 520/19900 [15:07<8:03:11,  1.50s/it]
  3%|▎         | 521/19900 [15:08<7:52:02,  1.46s/it]
  3%|▎         | 522/19900 [15:10<7:38:35,  1.42s/it]
  3%|▎         | 523/19900 [15:11<7:28:21,  1.39s/it]
  3%|▎         | 524/19900 [15:12<7:16:46,  1.35s/it]
  3%|▎         | 525/19900 [15:13<7:10:11,  1.33s/it]
  3%|▎         | 526/19900 [15:15<7:08:39,  1.33s/it]
  3%|▎         | 527/19900 [15:16<7:01:55,  1.31s/it]
  3%|▎         | 528/19900 [15:17<6:59:54,  1.30s/it]
  3%|▎         | 529/19900 [15:19<6:53:17,  1.28s/it]
  3%|▎         | 530/19900 [15:20<6:53:34,  1.28s/it]
  3%|▎         | 531/19900 [15:21<6:48:29,  1.27s/it]
  3%|▎         | 532/19900 [15:22<6:43:07,  1.25s/it]
  3%|▎         | 533/19900 [15:23<6:42:15,  1.25s/it]
  3%|▎         | 534/19900 [15:25<6:25:59,  1.20s/it]
  3%|▎         | 535/19900 [15:26<6:13:17,  1.16s/it]
  3%|▎         | 536/19900 [15:27<6:02:37,  1.12s/it]
  3%|▎         | 537/19900 [15:28<6:04:08,  1.13s/it]
  3%|▎         | 538/19900 [15:29<6:04:09,  1.13s/it]
  3%|▎         | 539/19900 [15:30<5:58:14,  1.11s/it]
  3%|▎         | 540/19900 [15:31<5:51:22,  1.09s/it]
  3%|▎         | 541/19900 [15:32<5:45:12,  1.07s/it]
  3%|▎         | 542/19900 [15:33<5:37:59,  1.05s/it]
  3%|▎         | 543/19900 [15:34<5:33:31,  1.03s/it]
  3%|▎         | 544/19900 [15:35<5:23:12,  1.00s/it]
  3%|▎         | 545/19900 [15:36<5:10:00,  1.04it/s]
  3%|▎         | 546/19900 [15:38<7:32:02,  1.40s/it]
  3%|▎         | 547/19900 [15:40<8:42:31,  1.62s/it]
  3%|▎         | 548/19900 [15:42<9:22:03,  1.74s/it]
  3%|▎         | 549/19900 [15:44<9:40:00,  1.80s/it]
  3%|▎         | 550/19900 [15:46<9:42:55,  1.81s/it]
  3%|▎         | 551/19900 [15:48<9:42:22,  1.81s/it]
  3%|▎         | 552/19900 [15:50<9:41:33,  1.80s/it]
  3%|▎         | 553/19900 [15:51<9:31:27,  1.77s/it]
  3%|▎         | 554/19900 [15:53<9:20:59,  1.74s/it]
  3%|▎         | 555/19900 [15:55<9:15:27,  1.72s/it]
  3%|▎         | 556/19900 [15:56<9:06:10,  1.69s/it]
  3%|▎         | 557/19900 [15:58<8:57:29,  1.67s/it]
  3%|▎         | 558/19900 [16:00<8:51:16,  1.65s/it]
  3%|▎         | 559/19900 [16:01<8:41:18,  1.62s/it]
  3%|▎         | 560/19900 [16:03<8:37:15,  1.60s/it]
  3%|▎         | 561/19900 [16:04<8:30:11,  1.58s/it]
  3%|▎         | 562/19900 [16:06<8:20:55,  1.55s/it]
  3%|▎         | 563/19900 [16:07<8:16:04,  1.54s/it]
  3%|▎         | 564/19900 [16:09<8:11:02,  1.52s/it]
  3%|▎         | 565/19900 [16:10<8:16:02,  1.54s/it]
  3%|▎         | 566/19900 [16:12<8:11:51,  1.53s/it]
  3%|▎         | 567/19900 [16:13<8:03:38,  1.50s/it]
  3%|▎         | 568/19900 [16:15<8:03:09,  1.50s/it]
  3%|▎         | 569/19900 [16:16<7:57:43,  1.48s/it]
  3%|▎         | 570/19900 [16:18<7:51:33,  1.46s/it]
  3%|▎         | 571/19900 [16:19<7:44:00,  1.44s/it]
  3%|▎         | 572/19900 [16:20<7:41:11,  1.43s/it]
  3%|▎         | 573/19900 [16:22<7:29:33,  1.40s/it]
  3%|▎         | 574/19900 [16:23<7:20:39,  1.37s/it]
  3%|▎         | 575/19900 [16:24<7:15:44,  1.35s/it]
  3%|▎         | 576/19900 [16:26<7:08:14,  1.33s/it]
  3%|▎         | 577/19900 [16:27<7:01:58,  1.31s/it]
  3%|▎         | 578/19900 [16:28<6:55:02,  1.29s/it]
  3%|▎         | 579/19900 [16:29<6:50:46,  1.28s/it]
  3%|▎         | 580/19900 [16:31<6:43:58,  1.25s/it]
  3%|▎         | 581/19900 [16:32<6:39:41,  1.24s/it]
  3%|▎         | 582/19900 [16:33<6:34:04,  1.22s/it]
  3%|▎         | 583/19900 [16:34<6:36:22,  1.23s/it]
  3%|▎         | 584/19900 [16:35<6:31:08,  1.21s/it]
  3%|▎         | 585/19900 [16:37<6:27:43,  1.20s/it]
  3%|▎         | 586/19900 [16:38<6:18:47,  1.18s/it]
  3%|▎         | 587/19900 [16:39<6:08:45,  1.15s/it]
  3%|▎         | 588/19900 [16:40<5:58:53,  1.12s/it]
  3%|▎         | 589/19900 [16:41<5:54:55,  1.10s/it]
  3%|▎         | 590/19900 [16:42<5:47:06,  1.08s/it]
  3%|▎         | 591/19900 [16:43<5:38:08,  1.05s/it]
  3%|▎         | 592/19900 [16:44<5:31:35,  1.03s/it]
  3%|▎         | 593/19900 [16:45<5:24:18,  1.01s/it]
  3%|▎         | 594/19900 [16:46<5:11:10,  1.03it/s]
  3%|▎         | 595/19900 [16:48<6:29:54,  1.21s/it]
  3%|▎         | 596/19900 [16:49<6:48:15,  1.27s/it]
  3%|▎         | 597/19900 [16:50<6:37:55,  1.24s/it]
  3%|▎         | 598/19900 [16:53<9:06:26,  1.70s/it]
  3%|▎         | 599/19900 [16:55<9:47:16,  1.83s/it]
  3%|▎         | 600/19900 [16:57<9:57:56,  1.86s/it]
                                                     

  3%|▎         | 600/19900 [16:57<9:57:56,  1.86s/it]
  3%|▎         | 601/19900 [16:59<9:58:50,  1.86s/it]
  3%|▎         | 602/19900 [17:01<10:01:18,  1.87s/it]
  3%|▎         | 603/19900 [17:02<9:51:39,  1.84s/it] 
  3%|▎         | 604/19900 [17:04<9:42:10,  1.81s/it]
  3%|▎         | 605/19900 [17:06<9:32:49,  1.78s/it]
  3%|▎         | 606/19900 [17:08<9:17:17,  1.73s/it]
  3%|▎         | 607/19900 [17:09<9:12:16,  1.72s/it]
  3%|▎         | 608/19900 [17:11<9:00:29,  1.68s/it]
  3%|▎         | 609/19900 [17:12<8:50:29,  1.65s/it]
  3%|▎         | 610/19900 [17:14<8:39:00,  1.61s/it]
  3%|▎         | 611/19900 [17:15<8:32:13,  1.59s/it]
  3%|▎         | 612/19900 [17:17<8:26:02,  1.57s/it]
  3%|▎         | 613/19900 [17:19<8:20:27,  1.56s/it]
  3%|▎         | 614/19900 [17:20<8:15:58,  1.54s/it]
  3%|▎         | 615/19900 [17:22<8:09:08,  1.52s/it]
  3%|▎         | 616/19900 [17:23<8:09:09,  1.52s/it]
  3%|▎         | 617/19900 [17:24<8:02:21,  1.50s/it]
  3%|▎         | 618/19900 [17:26<7:57:39,  1.49s/it]
  3%|▎         | 619/19900 [17:27<7:54:15,  1.48s/it]
  3%|▎         | 620/19900 [17:29<7:47:18,  1.45s/it]
  3%|▎         | 621/19900 [17:30<7:41:09,  1.44s/it]
  3%|▎         | 622/19900 [17:32<7:34:51,  1.42s/it]
  3%|▎         | 623/19900 [17:33<7:32:32,  1.41s/it]
  3%|▎         | 624/19900 [17:34<7:29:34,  1.40s/it]
  3%|▎         | 625/19900 [17:36<7:25:46,  1.39s/it]
  3%|▎         | 626/19900 [17:37<7:14:46,  1.35s/it]
  3%|▎         | 627/19900 [17:38<7:05:23,  1.32s/it]
  3%|▎         | 628/19900 [17:39<6:59:14,  1.31s/it]
  3%|▎         | 629/19900 [17:41<6:51:32,  1.28s/it]
  3%|▎         | 630/19900 [17:42<6:45:35,  1.26s/it]
  3%|▎         | 631/19900 [17:43<6:40:08,  1.25s/it]
  3%|▎         | 632/19900 [17:44<6:36:37,  1.24s/it]
  3%|▎         | 633/19900 [17:46<6:32:04,  1.22s/it]
  3%|▎         | 634/19900 [17:47<6:27:10,  1.21s/it]
  3%|▎         | 635/19900 [17:48<6:25:55,  1.20s/it]
  3%|▎         | 636/19900 [17:49<6:25:19,  1.20s/it]
  3%|▎         | 637/19900 [17:50<6:19:21,  1.18s/it]
  3%|▎         | 638/19900 [17:51<6:10:30,  1.15s/it]
  3%|▎         | 639/19900 [17:52<6:05:04,  1.14s/it]
  3%|▎         | 640/19900 [17:53<5:57:27,  1.11s/it]
  3%|▎         | 641/19900 [17:55<5:53:05,  1.10s/it]
  3%|▎         | 642/19900 [17:56<5:45:01,  1.07s/it]
  3%|▎         | 643/19900 [17:57<5:35:59,  1.05s/it]
  3%|▎         | 644/19900 [17:58<5:30:48,  1.03s/it]
  3%|▎         | 645/19900 [17:58<5:21:29,  1.00s/it]
  3%|▎         | 646/19900 [17:59<5:08:33,  1.04it/s]
  3%|▎         | 647/19900 [18:02<7:30:26,  1.40s/it]
  3%|▎         | 648/19900 [18:04<8:41:38,  1.63s/it]
  3%|▎         | 649/19900 [18:06<9:17:29,  1.74s/it]
  3%|▎         | 650/19900 [18:08<9:35:55,  1.80s/it]
  3%|▎         | 651/19900 [18:10<9:50:12,  1.84s/it]
  3%|▎         | 652/19900 [18:12<9:53:29,  1.85s/it]
  3%|▎         | 653/19900 [18:13<9:40:28,  1.81s/it]
  3%|▎         | 654/19900 [18:15<9:31:52,  1.78s/it]
  3%|▎         | 655/19900 [18:17<9:20:16,  1.75s/it]
  3%|▎         | 656/19900 [18:18<9:06:56,  1.71s/it]
  3%|▎         | 657/19900 [18:20<8:59:35,  1.68s/it]
  3%|▎         | 658/19900 [18:22<8:52:19,  1.66s/it]
  3%|▎         | 659/19900 [18:23<8:48:17,  1.65s/it]
  3%|▎         | 660/19900 [18:25<8:39:43,  1.62s/it]
  3%|▎         | 661/19900 [18:26<8:30:02,  1.59s/it]
  3%|▎         | 662/19900 [18:28<8:20:33,  1.56s/it]
  3%|▎         | 663/19900 [18:29<8:18:15,  1.55s/it]
  3%|▎         | 664/19900 [18:31<8:19:41,  1.56s/it]
  3%|▎         | 665/19900 [18:32<8:12:52,  1.54s/it]
  3%|▎         | 666/19900 [18:34<8:10:40,  1.53s/it]
  3%|▎         | 667/19900 [18:35<8:05:33,  1.51s/it]
  3%|▎         | 668/19900 [18:37<7:59:51,  1.50s/it]
  3%|▎         | 669/19900 [18:38<7:51:26,  1.47s/it]
  3%|▎         | 670/19900 [18:40<7:44:17,  1.45s/it]
  3%|▎         | 671/19900 [18:41<7:38:24,  1.43s/it]
  3%|▎         | 672/19900 [18:42<7:35:38,  1.42s/it]
  3%|▎         | 673/19900 [18:44<7:29:53,  1.40s/it]
  3%|▎         | 674/19900 [18:45<7:22:08,  1.38s/it]
  3%|▎         | 675/19900 [18:46<7:15:51,  1.36s/it]
  3%|▎         | 676/19900 [18:48<7:10:34,  1.34s/it]
  3%|▎         | 677/19900 [18:49<7:05:11,  1.33s/it]
  3%|▎         | 678/19900 [18:50<7:00:04,  1.31s/it]
  3%|▎         | 679/19900 [18:52<6:54:15,  1.29s/it]
  3%|▎         | 680/19900 [18:53<6:50:45,  1.28s/it]
  3%|▎         | 681/19900 [18:54<6:45:46,  1.27s/it]
  3%|▎         | 682/19900 [18:55<6:41:57,  1.25s/it]
  3%|▎         | 683/19900 [18:56<6:36:11,  1.24s/it]
  3%|▎         | 684/19900 [18:58<6:29:16,  1.22s/it]
  3%|▎         | 685/19900 [18:59<6:24:13,  1.20s/it]
  3%|▎         | 686/19900 [19:00<6:20:21,  1.19s/it]
  3%|▎         | 687/19900 [19:01<6:15:47,  1.17s/it]
  3%|▎         | 688/19900 [19:02<6:07:57,  1.15s/it]
  3%|▎         | 689/19900 [19:03<6:05:28,  1.14s/it]
  3%|▎         | 690/19900 [19:04<6:01:09,  1.13s/it]
  3%|▎         | 691/19900 [19:05<5:50:14,  1.09s/it]
  3%|▎         | 692/19900 [19:06<5:41:35,  1.07s/it]
  3%|▎         | 693/19900 [19:07<5:33:22,  1.04s/it]
  3%|▎         | 694/19900 [19:08<5:31:01,  1.03s/it]
  3%|▎         | 695/19900 [19:09<5:14:20,  1.02it/s]
  3%|▎         | 696/19900 [19:12<7:21:17,  1.38s/it]
  4%|▎         | 697/19900 [19:14<8:32:43,  1.60s/it]
  4%|▎         | 698/19900 [19:16<9:17:30,  1.74s/it]
  4%|▎         | 699/19900 [19:18<9:35:03,  1.80s/it]
  4%|▎         | 700/19900 [19:20<9:36:40,  1.80s/it]
                                                     

  4%|▎         | 700/19900 [19:20<9:36:40,  1.80s/it]
  4%|▎         | 701/19900 [19:21<9:33:22,  1.79s/it]
  4%|▎         | 702/19900 [19:23<9:30:07,  1.78s/it]
  4%|▎         | 703/19900 [19:25<9:23:25,  1.76s/it]
  4%|▎         | 704/19900 [19:26<9:18:00,  1.74s/it]
  4%|▎         | 705/19900 [19:28<9:12:29,  1.73s/it]
  4%|▎         | 706/19900 [19:30<9:02:28,  1.70s/it]
  4%|▎         | 707/19900 [19:31<8:53:29,  1.67s/it]
  4%|▎         | 708/19900 [19:33<8:46:48,  1.65s/it]
  4%|▎         | 709/19900 [19:35<8:39:46,  1.63s/it]
  4%|▎         | 710/19900 [19:36<8:33:47,  1.61s/it]
  4%|▎         | 711/19900 [19:38<8:24:25,  1.58s/it]
  4%|▎         | 712/19900 [19:39<8:16:30,  1.55s/it]
  4%|▎         | 713/19900 [19:41<8:11:20,  1.54s/it]
  4%|▎         | 714/19900 [19:42<8:11:17,  1.54s/it]
  4%|▎         | 715/19900 [19:44<8:04:23,  1.51s/it]
  4%|▎         | 716/19900 [19:45<7:56:39,  1.49s/it]
  4%|▎         | 717/19900 [19:46<7:50:35,  1.47s/it]
  4%|▎         | 718/19900 [19:48<7:46:56,  1.46s/it]
  4%|▎         | 719/19900 [19:49<7:50:08,  1.47s/it]
  4%|▎         | 720/19900 [19:51<7:42:29,  1.45s/it]
  4%|▎         | 721/19900 [19:52<7:34:34,  1.42s/it]
  4%|▎         | 722/19900 [19:53<7:23:42,  1.39s/it]
  4%|▎         | 723/19900 [19:55<7:21:48,  1.38s/it]
  4%|▎         | 724/19900 [19:56<7:12:24,  1.35s/it]
  4%|▎         | 725/19900 [19:57<7:05:04,  1.33s/it]
  4%|▎         | 726/19900 [19:59<6:57:13,  1.31s/it]
  4%|▎         | 727/19900 [20:00<6:51:04,  1.29s/it]
  4%|▎         | 728/19900 [20:01<6:45:52,  1.27s/it]
  4%|▎         | 729/19900 [20:02<6:47:51,  1.28s/it]
  4%|▎         | 730/19900 [20:04<6:41:53,  1.26s/it]
  4%|▎         | 731/19900 [20:05<6:39:14,  1.25s/it]
  4%|▎         | 732/19900 [20:06<6:35:25,  1.24s/it]
  4%|▎         | 733/19900 [20:07<6:31:42,  1.23s/it]
  4%|▎         | 734/19900 [20:08<6:28:21,  1.22s/it]
  4%|▎         | 735/19900 [20:10<6:21:51,  1.20s/it]
  4%|▎         | 736/19900 [20:11<6:13:32,  1.17s/it]
  4%|▎         | 737/19900 [20:12<6:04:42,  1.14s/it]
  4%|▎         | 738/19900 [20:13<6:01:21,  1.13s/it]
  4%|▎         | 739/19900 [20:14<5:56:18,  1.12s/it]
  4%|▎         | 740/19900 [20:15<5:48:59,  1.09s/it]
  4%|▎         | 741/19900 [20:16<5:41:44,  1.07s/it]
  4%|▎         | 742/19900 [20:17<5:32:11,  1.04s/it]
  4%|▎         | 743/19900 [20:18<5:27:10,  1.02s/it]
  4%|▎         | 744/19900 [20:19<5:21:18,  1.01s/it]
  4%|▎         | 745/19900 [20:21<7:34:35,  1.42s/it]
  4%|▎         | 746/19900 [20:23<8:40:33,  1.63s/it]
  4%|▍         | 747/19900 [20:25<9:12:40,  1.73s/it]
  4%|▍         | 748/19900 [20:27<9:25:22,  1.77s/it]
  4%|▍         | 749/19900 [20:29<9:31:04,  1.79s/it]
  4%|▍         | 750/19900 [20:31<9:34:37,  1.80s/it]
  4%|▍         | 751/19900 [20:33<9:24:50,  1.77s/it]
  4%|▍         | 752/19900 [20:34<9:15:43,  1.74s/it]
  4%|▍         | 753/19900 [20:36<9:12:52,  1.73s/it]
  4%|▍         | 754/19900 [20:38<9:02:51,  1.70s/it]
  4%|▍         | 755/19900 [20:39<8:57:42,  1.69s/it]
  4%|▍         | 756/19900 [20:41<8:49:11,  1.66s/it]
  4%|▍         | 757/19900 [20:42<8:43:10,  1.64s/it]
  4%|▍         | 758/19900 [20:44<8:34:36,  1.61s/it]
  4%|▍         | 759/19900 [20:46<8:30:21,  1.60s/it]
  4%|▍         | 760/19900 [20:47<8:21:27,  1.57s/it]
  4%|▍         | 761/19900 [20:49<8:12:35,  1.54s/it]
  4%|▍         | 762/19900 [20:50<8:06:36,  1.53s/it]
  4%|▍         | 763/19900 [20:52<7:58:51,  1.50s/it]
  4%|▍         | 764/19900 [20:53<7:53:00,  1.48s/it]
  4%|▍         | 765/19900 [20:54<7:52:14,  1.48s/it]
  4%|▍         | 766/19900 [20:56<7:47:19,  1.47s/it]
  4%|▍         | 767/19900 [20:57<7:43:02,  1.45s/it]
  4%|▍         | 768/19900 [20:59<7:37:03,  1.43s/it]
  4%|▍         | 769/19900 [21:00<7:33:31,  1.42s/it]
  4%|▍         | 770/19900 [21:01<7:29:45,  1.41s/it]
  4%|▍         | 771/19900 [21:03<7:25:33,  1.40s/it]
  4%|▍         | 772/19900 [21:04<7:18:05,  1.37s/it]
  4%|▍         | 773/19900 [21:05<7:11:17,  1.35s/it]
  4%|▍         | 774/19900 [21:07<7:00:41,  1.32s/it]
  4%|▍         | 775/19900 [21:08<6:55:33,  1.30s/it]
  4%|▍         | 776/19900 [21:09<6:50:56,  1.29s/it]
  4%|▍         | 777/19900 [21:10<6:47:37,  1.28s/it]
  4%|▍         | 778/19900 [21:12<6:42:51,  1.26s/it]
  4%|▍         | 779/19900 [21:13<6:42:58,  1.26s/it]
  4%|▍         | 780/19900 [21:14<6:39:43,  1.25s/it]
  4%|▍         | 781/19900 [21:15<6:33:55,  1.24s/it]
  4%|▍         | 782/19900 [21:17<6:32:54,  1.23s/it]
  4%|▍         | 783/19900 [21:18<6:29:11,  1.22s/it]
  4%|▍         | 784/19900 [21:19<6:24:42,  1.21s/it]
  4%|▍         | 785/19900 [21:20<6:15:38,  1.18s/it]
  4%|▍         | 786/19900 [21:21<6:06:45,  1.15s/it]
  4%|▍         | 787/19900 [21:22<5:59:31,  1.13s/it]
  4%|▍         | 788/19900 [21:23<5:51:46,  1.10s/it]
  4%|▍         | 789/19900 [21:24<5:44:38,  1.08s/it]
  4%|▍         | 790/19900 [21:25<5:40:17,  1.07s/it]
  4%|▍         | 791/19900 [21:26<5:32:07,  1.04s/it]
  4%|▍         | 792/19900 [21:27<5:23:58,  1.02s/it]
  4%|▍         | 793/19900 [21:28<5:11:24,  1.02it/s]
  4%|▍         | 794/19900 [21:30<6:28:23,  1.22s/it]
  4%|▍         | 795/19900 [21:31<6:45:19,  1.27s/it]
  4%|▍         | 796/19900 [21:33<6:39:06,  1.25s/it]
  4%|▍         | 797/19900 [21:35<9:10:23,  1.73s/it]
  4%|▍         | 798/19900 [21:38<9:54:00,  1.87s/it]
  4%|▍         | 799/19900 [21:40<10:11:45,  1.92s/it]
  4%|▍         | 800/19900 [21:42<10:12:18,  1.92s/it]
                                                      

  4%|▍         | 800/19900 [21:42<10:12:18,  1.92s/it]
  4%|▍         | 801/19900 [21:43<10:04:49,  1.90s/it]
  4%|▍         | 802/19900 [21:45<9:55:46,  1.87s/it] 
  4%|▍         | 803/19900 [21:47<9:43:26,  1.83s/it]
  4%|▍         | 804/19900 [21:49<9:28:48,  1.79s/it]
  4%|▍         | 805/19900 [21:50<9:16:35,  1.75s/it]
  4%|▍         | 806/19900 [21:52<9:03:13,  1.71s/it]
  4%|▍         | 807/19900 [21:54<8:53:34,  1.68s/it]
  4%|▍         | 808/19900 [21:55<8:43:26,  1.65s/it]
  4%|▍         | 809/19900 [21:57<8:35:55,  1.62s/it]
  4%|▍         | 810/19900 [21:58<8:28:49,  1.60s/it]
  4%|▍         | 811/19900 [22:00<8:28:08,  1.60s/it]
  4%|▍         | 812/19900 [22:01<8:24:23,  1.59s/it]
  4%|▍         | 813/19900 [22:03<8:21:31,  1.58s/it]
  4%|▍         | 814/19900 [22:04<8:13:36,  1.55s/it]
  4%|▍         | 815/19900 [22:06<8:05:10,  1.53s/it]
  4%|▍         | 816/19900 [22:07<8:02:02,  1.52s/it]
  4%|▍         | 817/19900 [22:09<7:55:01,  1.49s/it]
  4%|▍         | 818/19900 [22:10<7:51:27,  1.48s/it]
  4%|▍         | 819/19900 [22:12<7:47:40,  1.47s/it]
  4%|▍         | 820/19900 [22:13<7:49:32,  1.48s/it]
  4%|▍         | 821/19900 [22:15<7:43:38,  1.46s/it]
  4%|▍         | 822/19900 [22:16<7:36:07,  1.43s/it]
  4%|▍         | 823/19900 [22:17<7:28:58,  1.41s/it]
  4%|▍         | 824/19900 [22:19<7:18:14,  1.38s/it]
  4%|▍         | 825/19900 [22:20<7:09:27,  1.35s/it]
  4%|▍         | 826/19900 [22:21<7:07:40,  1.35s/it]
  4%|▍         | 827/19900 [22:23<6:59:36,  1.32s/it]
  4%|▍         | 828/19900 [22:24<7:00:03,  1.32s/it]
  4%|▍         | 829/19900 [22:25<6:56:47,  1.31s/it]
  4%|▍         | 830/19900 [22:26<6:57:00,  1.31s/it]
  4%|▍         | 831/19900 [22:28<6:52:16,  1.30s/it]
  4%|▍         | 832/19900 [22:29<6:49:48,  1.29s/it]
  4%|▍         | 833/19900 [22:30<6:39:21,  1.26s/it]
  4%|▍         | 834/19900 [22:31<6:33:15,  1.24s/it]
  4%|▍         | 835/19900 [22:33<6:24:16,  1.21s/it]
  4%|▍         | 836/19900 [22:34<6:16:40,  1.19s/it]
  4%|▍         | 837/19900 [22:35<6:09:02,  1.16s/it]
  4%|▍         | 838/19900 [22:36<5:59:48,  1.13s/it]
  4%|▍         | 839/19900 [22:37<5:55:07,  1.12s/it]
  4%|▍         | 840/19900 [22:38<5:47:20,  1.09s/it]
  4%|▍         | 841/19900 [22:39<5:38:22,  1.07s/it]
  4%|▍         | 842/19900 [22:40<5:30:54,  1.04s/it]
  4%|▍         | 843/19900 [22:41<5:34:36,  1.05s/it]
  4%|▍         | 844/19900 [22:42<5:24:32,  1.02s/it]
  4%|▍         | 845/19900 [22:43<5:13:46,  1.01it/s]
  4%|▍         | 846/19900 [22:45<7:24:53,  1.40s/it]
  4%|▍         | 847/19900 [22:47<8:28:02,  1.60s/it]
  4%|▍         | 848/19900 [22:49<9:02:22,  1.71s/it]
  4%|▍         | 849/19900 [22:51<9:17:16,  1.76s/it]
  4%|▍         | 850/19900 [22:53<9:23:31,  1.77s/it]
  4%|▍         | 851/19900 [22:55<9:21:12,  1.77s/it]
  4%|▍         | 852/19900 [22:56<9:15:16,  1.75s/it]
  4%|▍         | 853/19900 [22:58<9:06:24,  1.72s/it]
  4%|▍         | 854/19900 [23:00<8:58:39,  1.70s/it]
  4%|▍         | 855/19900 [23:01<8:52:41,  1.68s/it]
  4%|▍         | 856/19900 [23:03<8:53:36,  1.68s/it]
  4%|▍         | 857/19900 [23:05<8:55:52,  1.69s/it]
  4%|▍         | 858/19900 [23:06<8:46:07,  1.66s/it]
  4%|▍         | 859/19900 [23:08<8:33:30,  1.62s/it]
  4%|▍         | 860/19900 [23:09<8:27:19,  1.60s/it]
  4%|▍         | 861/19900 [23:11<8:25:57,  1.59s/it]
  4%|▍         | 862/19900 [23:12<8:17:06,  1.57s/it]
  4%|▍         | 863/19900 [23:14<8:09:11,  1.54s/it]
  4%|▍         | 864/19900 [23:15<8:02:23,  1.52s/it]
  4%|▍         | 865/19900 [23:17<7:57:44,  1.51s/it]
  4%|▍         | 866/19900 [23:18<7:51:38,  1.49s/it]
  4%|▍         | 867/19900 [23:20<7:45:36,  1.47s/it]
  4%|▍         | 868/19900 [23:21<7:42:23,  1.46s/it]
  4%|▍         | 869/19900 [23:23<7:38:57,  1.45s/it]
  4%|▍         | 870/19900 [23:24<7:37:27,  1.44s/it]
  4%|▍         | 871/19900 [23:25<7:30:51,  1.42s/it]
  4%|▍         | 872/19900 [23:27<7:21:34,  1.39s/it]
  4%|▍         | 873/19900 [23:28<7:14:19,  1.37s/it]
  4%|▍         | 874/19900 [23:29<7:07:25,  1.35s/it]
  4%|▍         | 875/19900 [23:31<6:56:25,  1.31s/it]
  4%|▍         | 876/19900 [23:32<6:50:18,  1.29s/it]
  4%|▍         | 877/19900 [23:33<6:42:00,  1.27s/it]
  4%|▍         | 878/19900 [23:34<6:27:48,  1.22s/it]
  4%|▍         | 879/19900 [23:35<6:18:11,  1.19s/it]
  4%|▍         | 880/19900 [23:36<6:13:56,  1.18s/it]
  4%|▍         | 881/19900 [23:38<6:15:26,  1.18s/it]
  4%|▍         | 882/19900 [23:39<6:14:34,  1.18s/it]
  4%|▍         | 883/19900 [23:40<6:14:13,  1.18s/it]
  4%|▍         | 884/19900 [23:41<6:13:00,  1.18s/it]
  4%|▍         | 885/19900 [23:42<6:13:01,  1.18s/it]
  4%|▍         | 886/19900 [23:44<6:12:36,  1.18s/it]
  4%|▍         | 887/19900 [23:45<6:07:18,  1.16s/it]
  4%|▍         | 888/19900 [23:46<5:59:33,  1.13s/it]
  4%|▍         | 889/19900 [23:47<5:52:23,  1.11s/it]
  4%|▍         | 890/19900 [23:48<5:47:01,  1.10s/it]
  4%|▍         | 891/19900 [23:49<5:38:35,  1.07s/it]
  4%|▍         | 892/19900 [23:50<5:31:03,  1.05s/it]
  4%|▍         | 893/19900 [23:51<5:23:49,  1.02s/it]
  4%|▍         | 894/19900 [23:52<5:07:23,  1.03it/s]
  4%|▍         | 895/19900 [23:54<7:21:35,  1.39s/it]
  5%|▍         | 896/19900 [23:56<8:30:58,  1.61s/it]
  5%|▍         | 897/19900 [23:58<9:06:54,  1.73s/it]
  5%|▍         | 898/19900 [24:00<9:24:38,  1.78s/it]
  5%|▍         | 899/19900 [24:02<9:28:45,  1.80s/it]
  5%|▍         | 900/19900 [24:04<9:27:40,  1.79s/it]
                                                     

  5%|▍         | 900/19900 [24:04<9:27:40,  1.79s/it]
  5%|▍         | 901/19900 [24:05<9:20:04,  1.77s/it]
  5%|▍         | 902/19900 [24:07<9:11:54,  1.74s/it]
  5%|▍         | 903/19900 [24:09<9:01:27,  1.71s/it]
  5%|▍         | 904/19900 [24:10<8:54:47,  1.69s/it]
  5%|▍         | 905/19900 [24:12<8:44:04,  1.66s/it]
  5%|▍         | 906/19900 [24:14<8:42:47,  1.65s/it]
  5%|▍         | 907/19900 [24:15<8:34:55,  1.63s/it]
  5%|▍         | 908/19900 [24:17<8:28:47,  1.61s/it]
  5%|▍         | 909/19900 [24:18<8:20:19,  1.58s/it]
  5%|▍         | 910/19900 [24:20<8:12:47,  1.56s/it]
  5%|▍         | 911/19900 [24:21<8:12:46,  1.56s/it]
  5%|▍         | 912/19900 [24:23<8:04:13,  1.53s/it]
  5%|▍         | 913/19900 [24:24<7:59:24,  1.51s/it]
  5%|▍         | 914/19900 [24:26<7:54:12,  1.50s/it]
  5%|▍         | 915/19900 [24:27<7:55:54,  1.50s/it]
  5%|▍         | 916/19900 [24:29<7:49:19,  1.48s/it]
  5%|▍         | 917/19900 [24:30<7:44:41,  1.47s/it]
  5%|▍         | 918/19900 [24:31<7:38:28,  1.45s/it]
  5%|▍         | 919/19900 [24:33<7:35:27,  1.44s/it]
  5%|▍         | 920/19900 [24:34<7:32:18,  1.43s/it]
  5%|▍         | 921/19900 [24:36<7:26:01,  1.41s/it]
  5%|▍         | 922/19900 [24:37<7:16:37,  1.38s/it]
  5%|▍         | 923/19900 [24:38<7:09:53,  1.36s/it]
  5%|▍         | 924/19900 [24:40<7:06:16,  1.35s/it]
  5%|▍         | 925/19900 [24:41<6:59:06,  1.33s/it]
  5%|▍         | 926/19900 [24:42<6:52:17,  1.30s/it]
  5%|▍         | 927/19900 [24:43<6:45:16,  1.28s/it]
  5%|▍         | 928/19900 [24:45<6:40:57,  1.27s/it]
  5%|▍         | 929/19900 [24:46<6:41:08,  1.27s/it]
  5%|▍         | 930/19900 [24:47<6:35:00,  1.25s/it]
  5%|▍         | 931/19900 [24:48<6:30:09,  1.23s/it]
  5%|▍         | 932/19900 [24:49<6:27:07,  1.22s/it]
  5%|▍         | 933/19900 [24:51<6:24:23,  1.22s/it]
  5%|▍         | 934/19900 [24:52<6:20:31,  1.20s/it]
  5%|▍         | 935/19900 [24:53<6:14:50,  1.19s/it]
  5%|▍         | 936/19900 [24:54<6:06:57,  1.16s/it]
  5%|▍         | 937/19900 [24:55<5:59:09,  1.14s/it]
  5%|▍         | 938/19900 [24:56<5:55:32,  1.13s/it]
  5%|▍         | 939/19900 [24:57<5:44:32,  1.09s/it]
  5%|▍         | 940/19900 [24:58<5:35:21,  1.06s/it]
  5%|▍         | 941/19900 [24:59<5:28:25,  1.04s/it]
  5%|▍         | 942/19900 [25:00<5:19:28,  1.01s/it]
  5%|▍         | 943/19900 [25:01<5:06:17,  1.03it/s]
  5%|▍         | 944/19900 [25:03<7:12:23,  1.37s/it]
  5%|▍         | 945/19900 [25:06<8:24:22,  1.60s/it]
  5%|▍         | 946/19900 [25:07<8:55:06,  1.69s/it]
  5%|▍         | 947/19900 [25:09<9:11:29,  1.75s/it]
  5%|▍         | 948/19900 [25:11<9:15:21,  1.76s/it]
  5%|▍         | 949/19900 [25:13<9:13:54,  1.75s/it]
  5%|▍         | 950/19900 [25:15<9:11:14,  1.75s/it]
  5%|▍         | 951/19900 [25:16<9:06:01,  1.73s/it]
  5%|▍         | 952/19900 [25:18<9:00:33,  1.71s/it]
  5%|▍         | 953/19900 [25:19<8:48:03,  1.67s/it]
  5%|▍         | 954/19900 [25:21<8:37:16,  1.64s/it]
  5%|▍         | 955/19900 [25:23<8:28:56,  1.61s/it]
  5%|▍         | 956/19900 [25:24<8:21:07,  1.59s/it]
  5%|▍         | 957/19900 [25:26<8:22:37,  1.59s/it]
  5%|▍         | 958/19900 [25:27<8:16:07,  1.57s/it]
  5%|▍         | 959/19900 [25:29<8:12:44,  1.56s/it]
  5%|▍         | 960/19900 [25:30<8:06:39,  1.54s/it]
  5%|▍         | 961/19900 [25:32<8:04:22,  1.53s/it]
  5%|▍         | 962/19900 [25:33<8:02:31,  1.53s/it]
  5%|▍         | 963/19900 [25:35<7:58:40,  1.52s/it]
  5%|▍         | 964/19900 [25:36<7:52:35,  1.50s/it]
  5%|▍         | 965/19900 [25:38<7:47:13,  1.48s/it]
  5%|▍         | 966/19900 [25:39<7:42:11,  1.46s/it]
  5%|▍         | 967/19900 [25:41<7:37:35,  1.45s/it]
  5%|▍         | 968/19900 [25:42<7:30:58,  1.43s/it]
  5%|▍         | 969/19900 [25:43<7:24:40,  1.41s/it]
  5%|▍         | 970/19900 [25:45<7:13:42,  1.37s/it]
  5%|▍         | 971/19900 [25:46<7:05:18,  1.35s/it]
  5%|▍         | 972/19900 [25:47<7:00:39,  1.33s/it]
  5%|▍         | 973/19900 [25:48<6:54:44,  1.31s/it]
  5%|▍         | 974/19900 [25:50<6:48:54,  1.30s/it]
  5%|▍         | 975/19900 [25:51<6:47:49,  1.29s/it]
  5%|▍         | 976/19900 [25:52<6:44:36,  1.28s/it]
  5%|▍         | 977/19900 [25:53<6:37:49,  1.26s/it]
  5%|▍         | 978/19900 [25:55<6:31:15,  1.24s/it]
  5%|▍         | 979/19900 [25:56<6:28:31,  1.23s/it]
  5%|▍         | 980/19900 [25:57<6:25:00,  1.22s/it]
  5%|▍         | 981/19900 [25:58<6:22:09,  1.21s/it]
  5%|▍         | 982/19900 [25:59<6:20:46,  1.21s/it]
  5%|▍         | 983/19900 [26:01<6:18:52,  1.20s/it]
  5%|▍         | 984/19900 [26:02<6:10:18,  1.17s/it]
  5%|▍         | 985/19900 [26:03<6:05:13,  1.16s/it]
  5%|▍         | 986/19900 [26:04<6:00:42,  1.14s/it]
  5%|▍         | 987/19900 [26:05<5:48:51,  1.11s/it]
  5%|▍         | 988/19900 [26:06<5:39:46,  1.08s/it]
  5%|▍         | 989/19900 [26:07<5:33:10,  1.06s/it]
  5%|▍         | 990/19900 [26:08<5:25:26,  1.03s/it]
  5%|▍         | 991/19900 [26:09<5:17:21,  1.01s/it]
  5%|▍         | 992/19900 [26:10<5:02:55,  1.04it/s]
  5%|▍         | 993/19900 [26:12<6:29:59,  1.24s/it]
  5%|▍         | 994/19900 [26:13<6:46:05,  1.29s/it]
  5%|▌         | 995/19900 [26:14<6:37:32,  1.26s/it]
  5%|▌         | 996/19900 [26:17<9:13:06,  1.76s/it]
  5%|▌         | 997/19900 [26:19<9:42:51,  1.85s/it]
  5%|▌         | 998/19900 [26:21<9:55:11,  1.89s/it]
  5%|▌         | 999/19900 [26:23<9:58:51,  1.90s/it]
  5%|▌         | 1000/19900 [26:25<9:55:39,  1.89s/it]
                                                      

  5%|▌         | 1000/19900 [26:25<9:55:39,  1.89s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 63.80772399902344, 'eval_wer': 1.0, 'eval_cer': 1.0, 'eval_runtime': 134.6445, 'eval_samples_per_second': 21.969, 'eval_steps_per_second': 2.748, 'epoch': 2.51}
{'loss': 53.9323, 'learning_rate': 2.23875e-05, 'epoch': 3.02}
{'loss': 41.1416, 'learning_rate': 2.6137499999999995e-05, 'epoch': 3.52}
{'loss': 27.1675, 'learning_rate': 2.9887499999999998e-05, 'epoch': 4.02}
{'loss': 14.6933, 'learning_rate': 3.36375e-05, 'epoch': 4.52}
{'loss': 8.0561, 'learning_rate': 3.7387499999999994e-05, 'epoch': 5.03}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.68it/s]

  1%|          | 3/370 [00:00<01:02,  5.90it/s]

  1%|          | 4/370 [00:00<01:12,  5.02it/s]

  1%|▏         | 5/370 [00:00<01:17,  4.70it/s]

  2%|▏         | 6/370 [00:01<01:11,  5.07it/s]

  2%|▏         | 7/370 [00:01<01:20,  4.51it/s]

  2%|▏         | 8/370 [00:01<01:18,  4.62it/s]

  2%|▏         | 9/370 [00:01<01:19,  4.54it/s]

  3%|▎         | 10/370 [00:02<01:18,  4.56it/s]

  3%|▎         | 11/370 [00:02<01:19,  4.52it/s]

  3%|▎         | 12/370 [00:02<01:20,  4.46it/s]

  4%|▎         | 13/370 [00:02<01:21,  4.40it/s]

  4%|▍         | 14/370 [00:03<01:25,  4.18it/s]

  4%|▍         | 15/370 [00:03<01:20,  4.42it/s]

  4%|▍         | 16/370 [00:03<01:24,  4.21it/s]

  5%|▍         | 17/370 [00:03<01:17,  4.53it/s]

  5%|▍         | 18/370 [00:03<01:13,  4.81it/s]

  5%|▌         | 19/370 [00:04<01:16,  4.57it/s]

  5%|▌         | 20/370 [00:04<01:25,  4.11it/s]

  6%|▌         | 21/370 [00:04<01:20,  4.35it/s]

  6%|▌         | 22/370 [00:04<01:14,  4.65it/s]

  6%|▌         | 23/370 [00:04<01:14,  4.68it/s]

  6%|▋         | 24/370 [00:05<01:15,  4.59it/s]

  7%|▋         | 25/370 [00:05<01:16,  4.52it/s]

  7%|▋         | 26/370 [00:05<01:12,  4.75it/s]

  7%|▋         | 27/370 [00:05<01:13,  4.68it/s]

  8%|▊         | 28/370 [00:06<01:14,  4.58it/s]

  8%|▊         | 29/370 [00:06<01:18,  4.34it/s]

  8%|▊         | 30/370 [00:06<01:18,  4.33it/s]

  8%|▊         | 31/370 [00:06<01:16,  4.43it/s]

  9%|▊         | 32/370 [00:06<01:15,  4.47it/s]

  9%|▉         | 33/370 [00:07<01:15,  4.45it/s]

  9%|▉         | 34/370 [00:07<01:14,  4.51it/s]

  9%|▉         | 35/370 [00:07<01:23,  4.03it/s]

 10%|▉         | 36/370 [00:07<01:20,  4.14it/s]

 10%|█         | 37/370 [00:08<01:16,  4.33it/s]

 10%|█         | 38/370 [00:08<01:15,  4.41it/s]

 11%|█         | 39/370 [00:08<01:11,  4.63it/s]

 11%|█         | 40/370 [00:08<01:20,  4.11it/s]

 11%|█         | 41/370 [00:09<01:15,  4.36it/s]

 11%|█▏        | 42/370 [00:09<01:17,  4.21it/s]

 12%|█▏        | 43/370 [00:09<01:18,  4.15it/s]

 12%|█▏        | 44/370 [00:09<01:14,  4.37it/s]

 12%|█▏        | 45/370 [00:10<01:20,  4.05it/s]

 12%|█▏        | 46/370 [00:10<01:16,  4.24it/s]

 13%|█▎        | 47/370 [00:10<01:21,  3.97it/s]

 13%|█▎        | 48/370 [00:10<01:22,  3.90it/s]

 13%|█▎        | 49/370 [00:11<01:16,  4.20it/s]

 14%|█▎        | 50/370 [00:11<01:09,  4.61it/s]

 14%|█▍        | 51/370 [00:11<01:15,  4.20it/s]

 14%|█▍        | 52/370 [00:11<01:10,  4.48it/s]

 14%|█▍        | 53/370 [00:11<01:14,  4.24it/s]

 15%|█▍        | 54/370 [00:12<01:11,  4.41it/s]

 15%|█▍        | 55/370 [00:12<01:15,  4.18it/s]

 15%|█▌        | 56/370 [00:12<01:15,  4.16it/s]

 15%|█▌        | 57/370 [00:12<01:08,  4.57it/s]

 16%|█▌        | 58/370 [00:13<01:13,  4.22it/s]

 16%|█▌        | 59/370 [00:13<01:12,  4.29it/s]

 16%|█▌        | 60/370 [00:13<01:08,  4.50it/s]

 16%|█▋        | 61/370 [00:13<01:08,  4.50it/s]

 17%|█▋        | 62/370 [00:13<01:10,  4.38it/s]

 17%|█▋        | 63/370 [00:14<01:06,  4.62it/s]

 17%|█▋        | 64/370 [00:14<01:05,  4.68it/s]

 18%|█▊        | 65/370 [00:14<01:07,  4.49it/s]

 18%|█▊        | 66/370 [00:14<01:07,  4.50it/s]

 18%|█▊        | 67/370 [00:15<01:10,  4.30it/s]

 18%|█▊        | 68/370 [00:15<01:14,  4.03it/s]

 19%|█▊        | 69/370 [00:15<01:09,  4.31it/s]

 19%|█▉        | 70/370 [00:15<01:08,  4.39it/s]

 19%|█▉        | 71/370 [00:16<01:12,  4.14it/s]

 19%|█▉        | 72/370 [00:16<01:05,  4.53it/s]

 20%|█▉        | 73/370 [00:16<01:05,  4.51it/s]

 20%|██        | 74/370 [00:16<01:15,  3.95it/s]

 20%|██        | 75/370 [00:17<01:15,  3.92it/s]

 21%|██        | 76/370 [00:17<01:08,  4.27it/s]

 21%|██        | 77/370 [00:17<01:04,  4.53it/s]

 21%|██        | 78/370 [00:17<01:05,  4.48it/s]

 21%|██▏       | 79/370 [00:17<01:04,  4.49it/s]

 22%|██▏       | 80/370 [00:18<01:04,  4.46it/s]

 22%|██▏       | 81/370 [00:18<01:09,  4.19it/s]

 22%|██▏       | 82/370 [00:18<01:08,  4.18it/s]

 22%|██▏       | 83/370 [00:18<01:09,  4.12it/s]

 23%|██▎       | 84/370 [00:19<01:10,  4.07it/s]

 23%|██▎       | 85/370 [00:19<01:07,  4.24it/s]

 23%|██▎       | 86/370 [00:19<01:06,  4.30it/s]

 24%|██▎       | 87/370 [00:19<01:10,  4.02it/s]

 24%|██▍       | 88/370 [00:20<01:11,  3.93it/s]

 24%|██▍       | 89/370 [00:20<01:11,  3.94it/s]

 24%|██▍       | 90/370 [00:20<01:08,  4.09it/s]

 25%|██▍       | 91/370 [00:20<01:06,  4.22it/s]

 25%|██▍       | 92/370 [00:21<01:08,  4.03it/s]

 25%|██▌       | 93/370 [00:21<01:10,  3.91it/s]

 25%|██▌       | 94/370 [00:21<01:09,  3.98it/s]

 26%|██▌       | 95/370 [00:21<01:14,  3.67it/s]

 26%|██▌       | 96/370 [00:22<01:12,  3.76it/s]

 26%|██▌       | 97/370 [00:22<01:13,  3.72it/s]

 26%|██▋       | 98/370 [00:22<01:08,  3.96it/s]

 27%|██▋       | 99/370 [00:22<01:05,  4.13it/s]

 27%|██▋       | 100/370 [00:23<01:02,  4.35it/s]

 27%|██▋       | 101/370 [00:23<00:59,  4.49it/s]

 28%|██▊       | 102/370 [00:23<00:57,  4.66it/s]

 28%|██▊       | 103/370 [00:23<00:54,  4.90it/s]

 28%|██▊       | 104/370 [00:23<01:00,  4.37it/s]

 28%|██▊       | 105/370 [00:24<00:59,  4.47it/s]

 29%|██▊       | 106/370 [00:24<01:01,  4.28it/s]

 29%|██▉       | 107/370 [00:24<01:00,  4.35it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.48it/s]

 29%|██▉       | 109/370 [00:25<01:03,  4.08it/s]

 30%|██▉       | 110/370 [00:25<00:59,  4.35it/s]

 30%|███       | 111/370 [00:25<01:00,  4.27it/s]

 30%|███       | 112/370 [00:25<01:01,  4.19it/s]

 31%|███       | 113/370 [00:26<01:01,  4.19it/s]

 31%|███       | 114/370 [00:26<00:59,  4.31it/s]

 31%|███       | 115/370 [00:26<01:02,  4.08it/s]

 31%|███▏      | 116/370 [00:26<01:10,  3.61it/s]

 32%|███▏      | 117/370 [00:27<01:12,  3.48it/s]

 32%|███▏      | 118/370 [00:27<01:10,  3.59it/s]

 32%|███▏      | 119/370 [00:27<01:07,  3.73it/s]

 32%|███▏      | 120/370 [00:27<01:04,  3.88it/s]

 33%|███▎      | 121/370 [00:28<01:02,  4.00it/s]

 33%|███▎      | 122/370 [00:28<01:01,  4.01it/s]

 33%|███▎      | 123/370 [00:28<00:57,  4.29it/s]

 34%|███▎      | 124/370 [00:28<00:52,  4.72it/s]

 34%|███▍      | 125/370 [00:29<00:54,  4.52it/s]

 34%|███▍      | 126/370 [00:29<00:53,  4.57it/s]

 34%|███▍      | 127/370 [00:29<00:56,  4.33it/s]

 35%|███▍      | 128/370 [00:29<00:56,  4.28it/s]

 35%|███▍      | 129/370 [00:30<01:00,  3.97it/s]

 35%|███▌      | 130/370 [00:30<01:01,  3.91it/s]

 35%|███▌      | 131/370 [00:30<01:03,  3.79it/s]

 36%|███▌      | 132/370 [00:30<00:58,  4.06it/s]

 36%|███▌      | 133/370 [00:31<00:57,  4.16it/s]

 36%|███▌      | 134/370 [00:31<00:56,  4.17it/s]

 36%|███▋      | 135/370 [00:31<00:56,  4.15it/s]

 37%|███▋      | 136/370 [00:31<00:55,  4.22it/s]

 37%|███▋      | 137/370 [00:31<00:55,  4.18it/s]

 37%|███▋      | 138/370 [00:32<00:55,  4.20it/s]

 38%|███▊      | 139/370 [00:32<00:53,  4.35it/s]

 38%|███▊      | 140/370 [00:32<00:50,  4.54it/s]

 38%|███▊      | 141/370 [00:32<00:54,  4.17it/s]

 38%|███▊      | 142/370 [00:33<00:56,  4.02it/s]

 39%|███▊      | 143/370 [00:33<00:55,  4.10it/s]

 39%|███▉      | 144/370 [00:33<00:56,  4.00it/s]

 39%|███▉      | 145/370 [00:33<00:59,  3.76it/s]

 39%|███▉      | 146/370 [00:34<00:56,  3.98it/s]

 40%|███▉      | 147/370 [00:34<00:54,  4.08it/s]

 40%|████      | 148/370 [00:34<01:00,  3.66it/s]

 40%|████      | 149/370 [00:35<00:57,  3.85it/s]

 41%|████      | 150/370 [00:35<00:51,  4.26it/s]

 41%|████      | 151/370 [00:35<00:48,  4.54it/s]

 41%|████      | 152/370 [00:35<00:48,  4.50it/s]

 41%|████▏     | 153/370 [00:35<00:49,  4.40it/s]

 42%|████▏     | 154/370 [00:36<00:49,  4.37it/s]

 42%|████▏     | 155/370 [00:36<00:47,  4.49it/s]

 42%|████▏     | 156/370 [00:36<00:49,  4.30it/s]

 42%|████▏     | 157/370 [00:36<00:50,  4.22it/s]

 43%|████▎     | 158/370 [00:37<00:50,  4.22it/s]

 43%|████▎     | 159/370 [00:37<00:47,  4.47it/s]

 43%|████▎     | 160/370 [00:37<00:47,  4.40it/s]

 44%|████▎     | 161/370 [00:37<00:48,  4.33it/s]

 44%|████▍     | 162/370 [00:37<00:50,  4.13it/s]

 44%|████▍     | 163/370 [00:38<00:47,  4.34it/s]

 44%|████▍     | 164/370 [00:38<00:47,  4.37it/s]

 45%|████▍     | 165/370 [00:38<00:49,  4.17it/s]

 45%|████▍     | 166/370 [00:38<00:49,  4.11it/s]

 45%|████▌     | 167/370 [00:39<00:48,  4.14it/s]

 45%|████▌     | 168/370 [00:39<00:47,  4.26it/s]

 46%|████▌     | 169/370 [00:39<00:48,  4.15it/s]

 46%|████▌     | 170/370 [00:39<00:50,  3.98it/s]

 46%|████▌     | 171/370 [00:40<00:50,  3.93it/s]

 46%|████▋     | 172/370 [00:40<00:45,  4.30it/s]

 47%|████▋     | 173/370 [00:40<00:41,  4.76it/s]

 47%|████▋     | 174/370 [00:40<00:43,  4.51it/s]

 47%|████▋     | 175/370 [00:40<00:42,  4.58it/s]

 48%|████▊     | 176/370 [00:41<00:41,  4.71it/s]

 48%|████▊     | 177/370 [00:41<00:43,  4.43it/s]

 48%|████▊     | 178/370 [00:41<00:41,  4.62it/s]

 48%|████▊     | 179/370 [00:41<00:42,  4.54it/s]

 49%|████▊     | 180/370 [00:41<00:38,  4.90it/s]

 49%|████▉     | 181/370 [00:42<00:39,  4.79it/s]

 49%|████▉     | 182/370 [00:42<00:39,  4.77it/s]

 49%|████▉     | 183/370 [00:42<00:42,  4.40it/s]

 50%|████▉     | 184/370 [00:42<00:43,  4.23it/s]

 50%|█████     | 185/370 [00:43<00:41,  4.44it/s]

 50%|█████     | 186/370 [00:43<00:41,  4.40it/s]

 51%|█████     | 187/370 [00:43<00:42,  4.28it/s]

 51%|█████     | 188/370 [00:43<00:42,  4.23it/s]

 51%|█████     | 189/370 [00:44<00:44,  4.07it/s]

 51%|█████▏    | 190/370 [00:44<00:42,  4.20it/s]

 52%|█████▏    | 191/370 [00:44<00:40,  4.37it/s]

 52%|█████▏    | 192/370 [00:44<00:42,  4.20it/s]

 52%|█████▏    | 193/370 [00:45<00:43,  4.10it/s]

 52%|█████▏    | 194/370 [00:45<00:38,  4.53it/s]

 53%|█████▎    | 195/370 [00:45<00:39,  4.38it/s]

 53%|█████▎    | 196/370 [00:45<00:39,  4.40it/s]

 53%|█████▎    | 197/370 [00:45<00:38,  4.44it/s]

 54%|█████▎    | 198/370 [00:46<00:39,  4.33it/s]

 54%|█████▍    | 199/370 [00:46<00:38,  4.42it/s]

 54%|█████▍    | 200/370 [00:46<00:39,  4.31it/s]

 54%|█████▍    | 201/370 [00:46<00:38,  4.36it/s]

 55%|█████▍    | 202/370 [00:47<00:38,  4.37it/s]

 55%|█████▍    | 203/370 [00:47<00:37,  4.46it/s]

 55%|█████▌    | 204/370 [00:47<00:40,  4.14it/s]

 55%|█████▌    | 205/370 [00:47<00:37,  4.39it/s]

 56%|█████▌    | 206/370 [00:48<00:38,  4.22it/s]

 56%|█████▌    | 207/370 [00:48<00:39,  4.12it/s]

 56%|█████▌    | 208/370 [00:48<00:41,  3.90it/s]

 56%|█████▋    | 209/370 [00:48<00:40,  4.00it/s]

 57%|█████▋    | 210/370 [00:49<00:42,  3.79it/s]

 57%|█████▋    | 211/370 [00:49<00:43,  3.66it/s]

 57%|█████▋    | 212/370 [00:49<00:42,  3.76it/s]

 58%|█████▊    | 213/370 [00:49<00:42,  3.69it/s]

 58%|█████▊    | 214/370 [00:50<00:39,  3.93it/s]

 58%|█████▊    | 215/370 [00:50<00:40,  3.86it/s]

 58%|█████▊    | 216/370 [00:50<00:38,  3.97it/s]

 59%|█████▊    | 217/370 [00:50<00:38,  4.02it/s]

 59%|█████▉    | 218/370 [00:51<00:35,  4.25it/s]

 59%|█████▉    | 219/370 [00:51<00:36,  4.12it/s]

 59%|█████▉    | 220/370 [00:51<00:38,  3.93it/s]

 60%|█████▉    | 221/370 [00:51<00:38,  3.87it/s]

 60%|██████    | 222/370 [00:52<00:38,  3.82it/s]

 60%|██████    | 223/370 [00:52<00:39,  3.73it/s]

 61%|██████    | 224/370 [00:52<00:45,  3.21it/s]

 61%|██████    | 225/370 [00:53<00:47,  3.03it/s]

 61%|██████    | 226/370 [00:53<00:44,  3.21it/s]

 61%|██████▏   | 227/370 [00:53<00:44,  3.18it/s]

 62%|██████▏   | 228/370 [00:54<00:44,  3.18it/s]

 62%|██████▏   | 229/370 [00:54<00:44,  3.20it/s]

 62%|██████▏   | 230/370 [00:54<00:43,  3.24it/s]

 62%|██████▏   | 231/370 [00:55<00:41,  3.35it/s]

 63%|██████▎   | 232/370 [00:55<00:42,  3.22it/s]

 63%|██████▎   | 233/370 [00:55<00:43,  3.13it/s]

 63%|██████▎   | 234/370 [00:56<00:41,  3.25it/s]

 64%|██████▎   | 235/370 [00:56<00:39,  3.38it/s]

 64%|██████▍   | 236/370 [00:56<00:38,  3.53it/s]

 64%|██████▍   | 237/370 [00:56<00:38,  3.49it/s]

 64%|██████▍   | 238/370 [00:57<00:37,  3.54it/s]

 65%|██████▍   | 239/370 [00:57<00:36,  3.57it/s]

 65%|██████▍   | 240/370 [00:57<00:37,  3.48it/s]

 65%|██████▌   | 241/370 [00:57<00:36,  3.50it/s]

 65%|██████▌   | 242/370 [00:58<00:37,  3.44it/s]

 66%|██████▌   | 243/370 [00:58<00:38,  3.28it/s]

 66%|██████▌   | 244/370 [00:58<00:40,  3.13it/s]

 66%|██████▌   | 245/370 [00:59<00:37,  3.32it/s]

 66%|██████▋   | 246/370 [00:59<00:35,  3.51it/s]

 67%|██████▋   | 247/370 [00:59<00:31,  3.87it/s]

 67%|██████▋   | 248/370 [00:59<00:30,  4.04it/s]

 67%|██████▋   | 249/370 [01:00<00:30,  3.98it/s]

 68%|██████▊   | 250/370 [01:00<00:31,  3.84it/s]

 68%|██████▊   | 251/370 [01:00<00:31,  3.83it/s]

 68%|██████▊   | 252/370 [01:01<00:34,  3.37it/s]

 68%|██████▊   | 253/370 [01:01<00:34,  3.39it/s]

 69%|██████▊   | 254/370 [01:01<00:34,  3.39it/s]

 69%|██████▉   | 255/370 [01:01<00:33,  3.38it/s]

 69%|██████▉   | 256/370 [01:02<00:35,  3.17it/s]

 69%|██████▉   | 257/370 [01:02<00:36,  3.13it/s]

 70%|██████▉   | 258/370 [01:02<00:35,  3.18it/s]

 70%|███████   | 259/370 [01:03<00:34,  3.23it/s]

 70%|███████   | 260/370 [01:03<00:32,  3.41it/s]

 71%|███████   | 261/370 [01:03<00:32,  3.33it/s]

 71%|███████   | 262/370 [01:04<00:32,  3.30it/s]

 71%|███████   | 263/370 [01:04<00:33,  3.19it/s]

 71%|███████▏  | 264/370 [01:04<00:34,  3.08it/s]

 72%|███████▏  | 265/370 [01:05<00:33,  3.12it/s]

 72%|███████▏  | 266/370 [01:05<00:33,  3.08it/s]

 72%|███████▏  | 267/370 [01:05<00:34,  2.97it/s]

 72%|███████▏  | 268/370 [01:06<00:34,  2.99it/s]

 73%|███████▎  | 269/370 [01:06<00:34,  2.92it/s]

 73%|███████▎  | 270/370 [01:06<00:33,  2.95it/s]

 73%|███████▎  | 271/370 [01:07<00:34,  2.87it/s]

 74%|███████▎  | 272/370 [01:07<00:31,  3.09it/s]

 74%|███████▍  | 273/370 [01:07<00:31,  3.06it/s]

 74%|███████▍  | 274/370 [01:08<00:30,  3.12it/s]

 74%|███████▍  | 275/370 [01:08<00:30,  3.13it/s]

 75%|███████▍  | 276/370 [01:08<00:29,  3.17it/s]

 75%|███████▍  | 277/370 [01:09<00:29,  3.12it/s]

 75%|███████▌  | 278/370 [01:09<00:29,  3.12it/s]

 75%|███████▌  | 279/370 [01:09<00:28,  3.17it/s]

 76%|███████▌  | 280/370 [01:10<00:29,  3.08it/s]

 76%|███████▌  | 281/370 [01:10<00:27,  3.21it/s]

 76%|███████▌  | 282/370 [01:10<00:26,  3.29it/s]

 76%|███████▋  | 283/370 [01:10<00:26,  3.32it/s]

 77%|███████▋  | 284/370 [01:11<00:26,  3.26it/s]

 77%|███████▋  | 285/370 [01:11<00:28,  2.99it/s]

 77%|███████▋  | 286/370 [01:11<00:27,  3.01it/s]

 78%|███████▊  | 287/370 [01:12<00:26,  3.12it/s]

 78%|███████▊  | 288/370 [01:12<00:25,  3.22it/s]

 78%|███████▊  | 289/370 [01:12<00:23,  3.44it/s]

 78%|███████▊  | 290/370 [01:13<00:24,  3.32it/s]

 79%|███████▊  | 291/370 [01:13<00:25,  3.14it/s]

 79%|███████▉  | 292/370 [01:13<00:23,  3.29it/s]

 79%|███████▉  | 293/370 [01:14<00:23,  3.28it/s]

 79%|███████▉  | 294/370 [01:14<00:22,  3.40it/s]

 80%|███████▉  | 295/370 [01:14<00:21,  3.52it/s]

 80%|████████  | 296/370 [01:14<00:21,  3.48it/s]

 80%|████████  | 297/370 [01:15<00:21,  3.35it/s]

 81%|████████  | 298/370 [01:15<00:23,  3.11it/s]

 81%|████████  | 299/370 [01:15<00:22,  3.17it/s]

 81%|████████  | 300/370 [01:16<00:21,  3.20it/s]

 81%|████████▏ | 301/370 [01:16<00:22,  3.07it/s]

 82%|████████▏ | 302/370 [01:16<00:22,  3.08it/s]

 82%|████████▏ | 303/370 [01:17<00:21,  3.07it/s]

 82%|████████▏ | 304/370 [01:17<00:21,  3.11it/s]

 82%|████████▏ | 305/370 [01:17<00:21,  3.03it/s]

 83%|████████▎ | 306/370 [01:18<00:21,  3.05it/s]

 83%|████████▎ | 307/370 [01:18<00:20,  3.13it/s]

 83%|████████▎ | 308/370 [01:18<00:19,  3.20it/s]

 84%|████████▎ | 309/370 [01:19<00:19,  3.16it/s]

 84%|████████▍ | 310/370 [01:19<00:18,  3.16it/s]

 84%|████████▍ | 311/370 [01:19<00:18,  3.21it/s]

 84%|████████▍ | 312/370 [01:20<00:18,  3.19it/s]

 85%|████████▍ | 313/370 [01:20<00:17,  3.22it/s]

 85%|████████▍ | 314/370 [01:20<00:17,  3.29it/s]

 85%|████████▌ | 315/370 [01:20<00:16,  3.32it/s]

 85%|████████▌ | 316/370 [01:21<00:17,  3.10it/s]

 86%|████████▌ | 317/370 [01:21<00:16,  3.17it/s]

 86%|████████▌ | 318/370 [01:21<00:16,  3.14it/s]

 86%|████████▌ | 319/370 [01:22<00:15,  3.32it/s]

 86%|████████▋ | 320/370 [01:22<00:14,  3.41it/s]

 87%|████████▋ | 321/370 [01:22<00:14,  3.46it/s]

 87%|████████▋ | 322/370 [01:22<00:13,  3.56it/s]

 87%|████████▋ | 323/370 [01:23<00:13,  3.56it/s]

 88%|████████▊ | 324/370 [01:23<00:12,  3.61it/s]

 88%|████████▊ | 325/370 [01:23<00:12,  3.58it/s]

 88%|████████▊ | 326/370 [01:24<00:12,  3.49it/s]

 88%|████████▊ | 327/370 [01:24<00:12,  3.42it/s]

 89%|████████▊ | 328/370 [01:24<00:11,  3.66it/s]

 89%|████████▉ | 329/370 [01:24<00:11,  3.71it/s]

 89%|████████▉ | 330/370 [01:25<00:11,  3.55it/s]

 89%|████████▉ | 331/370 [01:25<00:11,  3.49it/s]

 90%|████████▉ | 332/370 [01:25<00:10,  3.54it/s]

 90%|█████████ | 333/370 [01:26<00:10,  3.57it/s]

 90%|█████████ | 334/370 [01:26<00:10,  3.53it/s]

 91%|█████████ | 335/370 [01:26<00:09,  3.64it/s]

 91%|█████████ | 336/370 [01:26<00:09,  3.67it/s]

 91%|█████████ | 337/370 [01:27<00:09,  3.58it/s]

 91%|█████████▏| 338/370 [01:27<00:09,  3.48it/s]

 92%|█████████▏| 339/370 [01:27<00:08,  3.52it/s]

 92%|█████████▏| 340/370 [01:28<00:08,  3.39it/s]

 92%|█████████▏| 341/370 [01:28<00:08,  3.50it/s]

 92%|█████████▏| 342/370 [01:28<00:07,  3.61it/s]

 93%|█████████▎| 343/370 [01:28<00:07,  3.74it/s]

 93%|█████████▎| 344/370 [01:29<00:07,  3.43it/s]

 93%|█████████▎| 345/370 [01:29<00:07,  3.20it/s]

 94%|█████████▎| 346/370 [01:29<00:07,  3.12it/s]

 94%|█████████▍| 347/370 [01:30<00:07,  3.13it/s]

 94%|█████████▍| 348/370 [01:30<00:06,  3.33it/s]

 94%|█████████▍| 349/370 [01:30<00:06,  3.29it/s]

 95%|█████████▍| 350/370 [01:31<00:05,  3.36it/s]

 95%|█████████▍| 351/370 [01:31<00:05,  3.24it/s]

 95%|█████████▌| 352/370 [01:31<00:05,  3.15it/s]

 95%|█████████▌| 353/370 [01:32<00:05,  3.21it/s]

 96%|█████████▌| 354/370 [01:32<00:04,  3.21it/s]

 96%|█████████▌| 355/370 [01:32<00:04,  3.42it/s]

 96%|█████████▌| 356/370 [01:32<00:03,  3.56it/s]

 96%|█████████▋| 357/370 [01:33<00:03,  3.67it/s]

 97%|█████████▋| 358/370 [01:33<00:03,  3.91it/s]

 97%|█████████▋| 359/370 [01:33<00:02,  3.95it/s]

 97%|█████████▋| 360/370 [01:33<00:02,  3.78it/s]

 98%|█████████▊| 361/370 [01:34<00:02,  3.81it/s]

 98%|█████████▊| 362/370 [01:34<00:02,  3.84it/s]

 98%|█████████▊| 363/370 [01:34<00:01,  4.20it/s]

 98%|█████████▊| 364/370 [01:34<00:01,  3.86it/s]

 99%|█████████▊| 365/370 [01:35<00:01,  4.02it/s]

 99%|█████████▉| 366/370 [01:35<00:01,  3.98it/s]

 99%|█████████▉| 367/370 [01:35<00:00,  4.01it/s]

 99%|█████████▉| 368/370 [01:35<00:00,  4.04it/s]

100%|█████████▉| 369/370 [01:36<00:00,  3.95it/s]

100%|██████████| 370/370 [01:36<00:00,  4.18it/s]
                                                      

                                                 

  5%|▌         | 1000/19900 [28:29<9:55:39,  1.89s/it]

100%|██████████| 370/370 [02:03<00:00,  4.18it/s]

                                                 Saving model checkpoint to ./checkpoint-1000
Configuration saved in ./checkpoint-1000/config.json
Model weights saved in ./checkpoint-1000/pytorch_model.bin
Configuration saved in ./checkpoint-1000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json

  5%|▌         | 1001/19900 [29:54<335:21:29, 63.88s/it]
  5%|▌         | 1002/19900 [29:55<237:47:06, 45.30s/it]
  5%|▌         | 1003/19900 [29:57<169:10:20, 32.23s/it]
  5%|▌         | 1004/19900 [29:59<121:01:33, 23.06s/it]
  5%|▌         | 1005/19900 [30:01<87:26:20, 16.66s/it] 
  5%|▌         | 1006/19900 [30:02<63:53:31, 12.17s/it]
  5%|▌         | 1007/19900 [30:04<47:13:22,  9.00s/it]
  5%|▌         | 1008/19900 [30:06<35:37:40,  6.79s/it]
  5%|▌         | 1009/19900 [30:07<27:24:53,  5.22s/it]
  5%|▌         | 1010/19900 [30:09<21:48:08,  4.16s/it]
  5%|▌         | 1011/19900 [30:10<17:38:46,  3.36s/it]
  5%|▌         | 1012/19900 [30:12<14:43:57,  2.81s/it]
  5%|▌         | 1013/19900 [30:13<12:57:24,  2.47s/it]
  5%|▌         | 1014/19900 [30:15<11:30:58,  2.20s/it]
  5%|▌         | 1015/19900 [30:16<10:20:08,  1.97s/it]
  5%|▌         | 1016/19900 [30:18<9:37:25,  1.83s/it] 
  5%|▌         | 1017/19900 [30:19<9:03:57,  1.73s/it]
  5%|▌         | 1018/19900 [30:21<8:49:33,  1.68s/it]
  5%|▌         | 1019/19900 [30:22<8:22:46,  1.60s/it]
  5%|▌         | 1020/19900 [30:24<8:17:28,  1.58s/it]
  5%|▌         | 1021/19900 [30:26<8:10:13,  1.56s/it]
  5%|▌         | 1022/19900 [30:27<7:52:13,  1.50s/it]
  5%|▌         | 1023/19900 [30:28<7:37:40,  1.45s/it]
  5%|▌         | 1024/19900 [30:30<7:26:22,  1.42s/it]
  5%|▌         | 1025/19900 [30:31<7:28:27,  1.43s/it]
  5%|▌         | 1026/19900 [30:32<7:19:20,  1.40s/it]
  5%|▌         | 1027/19900 [30:34<7:06:26,  1.36s/it]
  5%|▌         | 1028/19900 [30:35<7:04:30,  1.35s/it]
  5%|▌         | 1029/19900 [30:36<6:52:12,  1.31s/it]
  5%|▌         | 1030/19900 [30:37<6:46:11,  1.29s/it]
  5%|▌         | 1031/19900 [30:39<6:40:26,  1.27s/it]
  5%|▌         | 1032/19900 [30:40<6:34:32,  1.25s/it]
  5%|▌         | 1033/19900 [30:41<6:25:54,  1.23s/it]
  5%|▌         | 1034/19900 [30:42<6:23:35,  1.22s/it]
  5%|▌         | 1035/19900 [30:43<6:14:27,  1.19s/it]
  5%|▌         | 1036/19900 [30:44<6:06:51,  1.17s/it]
  5%|▌         | 1037/19900 [30:45<5:57:10,  1.14s/it]
  5%|▌         | 1038/19900 [30:47<5:49:35,  1.11s/it]
  5%|▌         | 1039/19900 [30:48<5:46:02,  1.10s/it]
  5%|▌         | 1040/19900 [30:49<5:40:05,  1.08s/it]
  5%|▌         | 1041/19900 [30:50<5:32:47,  1.06s/it]
  5%|▌         | 1042/19900 [30:51<5:22:53,  1.03s/it]
  5%|▌         | 1043/19900 [30:52<5:16:33,  1.01s/it]
  5%|▌         | 1044/19900 [30:52<5:02:14,  1.04it/s]
  5%|▌         | 1045/19900 [30:55<7:20:14,  1.40s/it]
  5%|▌         | 1046/19900 [30:57<8:40:18,  1.66s/it]
  5%|▌         | 1047/19900 [30:59<9:15:01,  1.77s/it]
  5%|▌         | 1048/19900 [31:01<9:27:10,  1.81s/it]
  5%|▌         | 1049/19900 [31:03<9:34:31,  1.83s/it]
  5%|▌         | 1050/19900 [31:05<9:33:01,  1.82s/it]
  5%|▌         | 1051/19900 [31:06<9:24:31,  1.80s/it]
  5%|▌         | 1052/19900 [31:08<9:07:37,  1.74s/it]
  5%|▌         | 1053/19900 [31:10<9:01:02,  1.72s/it]
  5%|▌         | 1054/19900 [31:11<8:54:05,  1.70s/it]
  5%|▌         | 1055/19900 [31:13<8:50:06,  1.69s/it]
  5%|▌         | 1056/19900 [31:15<8:44:34,  1.67s/it]
  5%|▌         | 1057/19900 [31:16<8:36:57,  1.65s/it]
  5%|▌         | 1058/19900 [31:18<8:31:10,  1.63s/it]
  5%|▌         | 1059/19900 [31:19<8:26:18,  1.61s/it]
  5%|▌         | 1060/19900 [31:21<8:19:37,  1.59s/it]
  5%|▌         | 1061/19900 [31:23<8:13:00,  1.57s/it]
  5%|▌         | 1062/19900 [31:24<8:06:47,  1.55s/it]
  5%|▌         | 1063/19900 [31:26<8:06:59,  1.55s/it]
  5%|▌         | 1064/19900 [31:27<8:04:29,  1.54s/it]
  5%|▌         | 1065/19900 [31:29<7:54:08,  1.51s/it]
  5%|▌         | 1066/19900 [31:30<7:47:32,  1.49s/it]
  5%|▌         | 1067/19900 [31:31<7:45:53,  1.48s/it]
  5%|▌         | 1068/19900 [31:33<7:41:17,  1.47s/it]
  5%|▌         | 1069/19900 [31:34<7:36:35,  1.45s/it]
  5%|▌         | 1070/19900 [31:36<7:29:16,  1.43s/it]
  5%|▌         | 1071/19900 [31:37<7:21:15,  1.41s/it]
  5%|▌         | 1072/19900 [31:38<7:17:29,  1.39s/it]
  5%|▌         | 1073/19900 [31:40<7:11:42,  1.38s/it]
  5%|▌         | 1074/19900 [31:41<7:04:29,  1.35s/it]
  5%|▌         | 1075/19900 [31:42<7:00:26,  1.34s/it]
  5%|▌         | 1076/19900 [31:44<6:54:48,  1.32s/it]
  5%|▌         | 1077/19900 [31:45<6:58:23,  1.33s/it]
  5%|▌         | 1078/19900 [31:46<6:47:51,  1.30s/it]
  5%|▌         | 1079/19900 [31:47<6:42:14,  1.28s/it]
  5%|▌         | 1080/19900 [31:49<6:38:34,  1.27s/it]
  5%|▌         | 1081/19900 [31:50<6:33:35,  1.25s/it]
  5%|▌         | 1082/19900 [31:51<6:29:56,  1.24s/it]
  5%|▌         | 1083/19900 [31:52<6:25:52,  1.23s/it]
  5%|▌         | 1084/19900 [31:53<6:21:33,  1.22s/it]
  5%|▌         | 1085/19900 [31:55<6:18:29,  1.21s/it]
  5%|▌         | 1086/19900 [31:56<6:12:28,  1.19s/it]
  5%|▌         | 1087/19900 [31:57<6:00:43,  1.15s/it]
  5%|▌         | 1088/19900 [31:58<5:49:16,  1.11s/it]
  5%|▌         | 1089/19900 [31:59<5:43:44,  1.10s/it]
  5%|▌         | 1090/19900 [32:00<5:37:19,  1.08s/it]
  5%|▌         | 1091/19900 [32:01<5:29:47,  1.05s/it]
  5%|▌         | 1092/19900 [32:02<5:26:30,  1.04s/it]
  5%|▌         | 1093/19900 [32:03<5:17:14,  1.01s/it]
  5%|▌         | 1094/19900 [32:05<7:33:46,  1.45s/it]
  6%|▌         | 1095/19900 [32:08<8:36:11,  1.65s/it]
  6%|▌         | 1096/19900 [32:10<9:09:46,  1.75s/it]
  6%|▌         | 1097/19900 [32:11<9:24:08,  1.80s/it]
  6%|▌         | 1098/19900 [32:13<9:29:45,  1.82s/it]
  6%|▌         | 1099/19900 [32:15<9:25:21,  1.80s/it]
  6%|▌         | 1100/19900 [32:17<9:22:36,  1.80s/it]
                                                      

  6%|▌         | 1100/19900 [32:17<9:22:36,  1.80s/it]
  6%|▌         | 1101/19900 [32:19<9:20:35,  1.79s/it]
  6%|▌         | 1102/19900 [32:20<9:11:10,  1.76s/it]
  6%|▌         | 1103/19900 [32:22<8:59:31,  1.72s/it]
  6%|▌         | 1104/19900 [32:24<8:50:42,  1.69s/it]
  6%|▌         | 1105/19900 [32:25<8:39:54,  1.66s/it]
  6%|▌         | 1106/19900 [32:27<8:31:57,  1.63s/it]
  6%|▌         | 1107/19900 [32:28<8:22:49,  1.61s/it]
  6%|▌         | 1108/19900 [32:30<8:19:42,  1.60s/it]
  6%|▌         | 1109/19900 [32:31<8:16:29,  1.59s/it]
  6%|▌         | 1110/19900 [32:33<8:16:19,  1.58s/it]
  6%|▌         | 1111/19900 [32:35<8:12:07,  1.57s/it]
  6%|▌         | 1112/19900 [32:36<8:07:00,  1.56s/it]
  6%|▌         | 1113/19900 [32:38<8:04:00,  1.55s/it]
  6%|▌         | 1114/19900 [32:39<7:55:30,  1.52s/it]
  6%|▌         | 1115/19900 [32:41<7:53:09,  1.51s/it]
  6%|▌         | 1116/19900 [32:42<7:41:45,  1.47s/it]
  6%|▌         | 1117/19900 [32:43<7:36:38,  1.46s/it]
  6%|▌         | 1118/19900 [32:45<7:35:14,  1.45s/it]
  6%|▌         | 1119/19900 [32:46<7:27:29,  1.43s/it]
  6%|▌         | 1120/19900 [32:48<7:22:48,  1.41s/it]
  6%|▌         | 1121/19900 [32:49<7:15:49,  1.39s/it]
  6%|▌         | 1122/19900 [32:50<7:09:47,  1.37s/it]
  6%|▌         | 1123/19900 [32:52<7:04:52,  1.36s/it]
  6%|▌         | 1124/19900 [32:53<6:54:12,  1.32s/it]
  6%|▌         | 1125/19900 [32:54<6:56:49,  1.33s/it]
  6%|▌         | 1126/19900 [32:55<6:58:45,  1.34s/it]
  6%|▌         | 1127/19900 [32:57<6:49:31,  1.31s/it]
  6%|▌         | 1128/19900 [32:58<6:45:13,  1.30s/it]
  6%|▌         | 1129/19900 [32:59<6:29:47,  1.25s/it]
  6%|▌         | 1130/19900 [33:00<6:24:34,  1.23s/it]
  6%|▌         | 1131/19900 [33:01<6:20:41,  1.22s/it]
  6%|▌         | 1132/19900 [33:03<6:16:57,  1.21s/it]
  6%|▌         | 1133/19900 [33:04<6:09:57,  1.18s/it]
  6%|▌         | 1134/19900 [33:05<6:03:39,  1.16s/it]
  6%|▌         | 1135/19900 [33:06<5:57:09,  1.14s/it]
  6%|▌         | 1136/19900 [33:07<5:46:40,  1.11s/it]
  6%|▌         | 1137/19900 [33:08<5:42:08,  1.09s/it]
  6%|▌         | 1138/19900 [33:09<5:39:54,  1.09s/it]
  6%|▌         | 1139/19900 [33:10<5:37:27,  1.08s/it]
  6%|▌         | 1140/19900 [33:11<5:29:03,  1.05s/it]
  6%|▌         | 1141/19900 [33:12<5:22:49,  1.03s/it]
  6%|▌         | 1142/19900 [33:13<5:16:58,  1.01s/it]
  6%|▌         | 1143/19900 [33:15<7:20:12,  1.41s/it]
  6%|▌         | 1144/19900 [33:18<8:31:56,  1.64s/it]
  6%|▌         | 1145/19900 [33:20<9:03:22,  1.74s/it]
  6%|▌         | 1146/19900 [33:22<9:18:20,  1.79s/it]
  6%|▌         | 1147/19900 [33:23<9:25:28,  1.81s/it]
  6%|▌         | 1148/19900 [33:25<9:23:35,  1.80s/it]
  6%|▌         | 1149/19900 [33:27<9:20:59,  1.80s/it]
  6%|▌         | 1150/19900 [33:29<9:07:44,  1.75s/it]
  6%|▌         | 1151/19900 [33:30<9:03:39,  1.74s/it]
  6%|▌         | 1152/19900 [33:32<8:53:00,  1.71s/it]
  6%|▌         | 1153/19900 [33:34<8:41:42,  1.67s/it]
  6%|▌         | 1154/19900 [33:35<8:34:28,  1.65s/it]
  6%|▌         | 1155/19900 [33:37<8:23:01,  1.61s/it]
  6%|▌         | 1156/19900 [33:38<8:07:52,  1.56s/it]
  6%|▌         | 1157/19900 [33:40<7:59:56,  1.54s/it]
  6%|▌         | 1158/19900 [33:41<8:03:24,  1.55s/it]
  6%|▌         | 1159/19900 [33:43<8:03:57,  1.55s/it]
  6%|▌         | 1160/19900 [33:44<7:54:34,  1.52s/it]
  6%|▌         | 1161/19900 [33:46<7:48:51,  1.50s/it]
  6%|▌         | 1162/19900 [33:47<7:53:55,  1.52s/it]
  6%|▌         | 1163/19900 [33:49<7:45:34,  1.49s/it]
  6%|▌         | 1164/19900 [33:50<7:37:13,  1.46s/it]
  6%|▌         | 1165/19900 [33:51<7:29:25,  1.44s/it]
  6%|▌         | 1166/19900 [33:53<7:23:38,  1.42s/it]
  6%|▌         | 1167/19900 [33:54<7:18:22,  1.40s/it]
  6%|▌         | 1168/19900 [33:55<7:09:12,  1.37s/it]
  6%|▌         | 1169/19900 [33:57<7:01:11,  1.35s/it]
  6%|▌         | 1170/19900 [33:58<6:56:56,  1.34s/it]
  6%|▌         | 1171/19900 [33:59<6:48:51,  1.31s/it]
  6%|▌         | 1172/19900 [34:01<6:46:57,  1.30s/it]
  6%|▌         | 1173/19900 [34:02<6:42:36,  1.29s/it]
  6%|▌         | 1174/19900 [34:03<6:40:05,  1.28s/it]
  6%|▌         | 1175/19900 [34:04<6:38:04,  1.28s/it]
  6%|▌         | 1176/19900 [34:06<6:34:54,  1.27s/it]
  6%|▌         | 1177/19900 [34:07<6:37:13,  1.27s/it]
  6%|▌         | 1178/19900 [34:08<6:33:31,  1.26s/it]
  6%|▌         | 1179/19900 [34:09<6:29:36,  1.25s/it]
  6%|▌         | 1180/19900 [34:11<6:25:50,  1.24s/it]
  6%|▌         | 1181/19900 [34:12<6:09:38,  1.18s/it]
  6%|▌         | 1182/19900 [34:13<6:12:27,  1.19s/it]
  6%|▌         | 1183/19900 [34:14<6:03:10,  1.16s/it]
  6%|▌         | 1184/19900 [34:15<5:55:09,  1.14s/it]
  6%|▌         | 1185/19900 [34:16<5:51:22,  1.13s/it]
  6%|▌         | 1186/19900 [34:17<5:42:27,  1.10s/it]
  6%|▌         | 1187/19900 [34:18<5:37:56,  1.08s/it]
  6%|▌         | 1188/19900 [34:19<5:33:58,  1.07s/it]
  6%|▌         | 1189/19900 [34:20<5:28:19,  1.05s/it]
  6%|▌         | 1190/19900 [34:21<5:22:19,  1.03s/it]
  6%|▌         | 1191/19900 [34:22<5:12:48,  1.00s/it]
  6%|▌         | 1192/19900 [34:24<6:31:52,  1.26s/it]
  6%|▌         | 1193/19900 [34:25<6:50:48,  1.32s/it]
  6%|▌         | 1194/19900 [34:27<6:41:31,  1.29s/it]
  6%|▌         | 1195/19900 [34:30<9:12:44,  1.77s/it]
  6%|▌         | 1196/19900 [34:32<9:45:00,  1.88s/it]
  6%|▌         | 1197/19900 [34:34<9:56:05,  1.91s/it]
  6%|▌         | 1198/19900 [34:36<9:51:06,  1.90s/it]
  6%|▌         | 1199/19900 [34:37<9:48:36,  1.89s/it]
  6%|▌         | 1200/19900 [34:39<9:44:00,  1.87s/it]
                                                      

  6%|▌         | 1200/19900 [34:39<9:44:00,  1.87s/it]
  6%|▌         | 1201/19900 [34:41<9:35:58,  1.85s/it]
  6%|▌         | 1202/19900 [34:43<9:27:59,  1.82s/it]
  6%|▌         | 1203/19900 [34:44<9:13:34,  1.78s/it]
  6%|▌         | 1204/19900 [34:46<8:58:53,  1.73s/it]
  6%|▌         | 1205/19900 [34:48<8:46:57,  1.69s/it]
  6%|▌         | 1206/19900 [34:49<8:39:45,  1.67s/it]
  6%|▌         | 1207/19900 [34:51<8:29:20,  1.63s/it]
  6%|▌         | 1208/19900 [34:53<8:30:15,  1.64s/it]
  6%|▌         | 1209/19900 [34:54<8:26:49,  1.63s/it]
  6%|▌         | 1210/19900 [34:56<8:21:03,  1.61s/it]
  6%|▌         | 1211/19900 [34:57<8:14:52,  1.59s/it]
  6%|▌         | 1212/19900 [34:59<8:07:07,  1.56s/it]
  6%|▌         | 1213/19900 [35:00<7:57:41,  1.53s/it]
  6%|▌         | 1214/19900 [35:02<7:53:22,  1.52s/it]
  6%|▌         | 1215/19900 [35:03<7:46:27,  1.50s/it]
  6%|▌         | 1216/19900 [35:05<7:39:07,  1.47s/it]
  6%|▌         | 1217/19900 [35:06<7:36:43,  1.47s/it]
  6%|▌         | 1218/19900 [35:07<7:35:18,  1.46s/it]
  6%|▌         | 1219/19900 [35:09<7:32:30,  1.45s/it]
  6%|▌         | 1220/19900 [35:10<7:20:39,  1.42s/it]
  6%|▌         | 1221/19900 [35:12<7:09:17,  1.38s/it]
  6%|▌         | 1222/19900 [35:13<6:54:03,  1.33s/it]
  6%|▌         | 1223/19900 [35:14<6:47:52,  1.31s/it]
  6%|▌         | 1224/19900 [35:15<6:43:22,  1.30s/it]
  6%|▌         | 1225/19900 [35:17<6:45:49,  1.30s/it]
  6%|▌         | 1226/19900 [35:18<6:41:56,  1.29s/it]
  6%|▌         | 1227/19900 [35:19<6:38:16,  1.28s/it]
  6%|▌         | 1228/19900 [35:20<6:32:07,  1.26s/it]
  6%|▌         | 1229/19900 [35:22<6:34:51,  1.27s/it]
  6%|▌         | 1230/19900 [35:23<6:34:43,  1.27s/it]
  6%|▌         | 1231/19900 [35:24<6:32:33,  1.26s/it]
  6%|▌         | 1232/19900 [35:25<6:24:30,  1.24s/it]
  6%|▌         | 1233/19900 [35:26<6:19:45,  1.22s/it]
  6%|▌         | 1234/19900 [35:28<6:15:20,  1.21s/it]
  6%|▌         | 1235/19900 [35:29<6:07:06,  1.18s/it]
  6%|▌         | 1236/19900 [35:30<6:00:16,  1.16s/it]
  6%|▌         | 1237/19900 [35:31<5:56:03,  1.14s/it]
  6%|▌         | 1238/19900 [35:32<5:43:42,  1.11s/it]
  6%|▌         | 1239/19900 [35:33<5:36:14,  1.08s/it]
  6%|▌         | 1240/19900 [35:34<5:26:37,  1.05s/it]
  6%|▌         | 1241/19900 [35:35<5:19:46,  1.03s/it]
  6%|▌         | 1242/19900 [35:36<5:11:06,  1.00s/it]
  6%|▌         | 1243/19900 [35:37<5:07:59,  1.01it/s]
  6%|▋         | 1244/19900 [35:39<7:21:14,  1.42s/it]
  6%|▋         | 1245/19900 [35:41<8:22:37,  1.62s/it]
  6%|▋         | 1246/19900 [35:43<8:56:51,  1.73s/it]
  6%|▋         | 1247/19900 [35:45<9:06:51,  1.76s/it]
  6%|▋         | 1248/19900 [35:47<9:11:39,  1.77s/it]
  6%|▋         | 1249/19900 [35:49<9:14:49,  1.78s/it]
  6%|▋         | 1250/19900 [35:51<9:09:12,  1.77s/it]
  6%|▋         | 1251/19900 [35:52<8:59:23,  1.74s/it]
  6%|▋         | 1252/19900 [35:54<8:58:10,  1.73s/it]
  6%|▋         | 1253/19900 [35:56<8:53:17,  1.72s/it]
  6%|▋         | 1254/19900 [35:57<8:50:04,  1.71s/it]
  6%|▋         | 1255/19900 [35:59<8:42:35,  1.68s/it]
  6%|▋         | 1256/19900 [36:00<8:34:40,  1.66s/it]
  6%|▋         | 1257/19900 [36:02<8:26:25,  1.63s/it]
  6%|▋         | 1258/19900 [36:04<8:13:31,  1.59s/it]
  6%|▋         | 1259/19900 [36:05<8:07:26,  1.57s/it]
  6%|▋         | 1260/19900 [36:07<8:07:14,  1.57s/it]
  6%|▋         | 1261/19900 [36:08<8:02:39,  1.55s/it]
  6%|▋         | 1262/19900 [36:10<7:53:19,  1.52s/it]
  6%|▋         | 1263/19900 [36:11<7:48:03,  1.51s/it]
  6%|▋         | 1264/19900 [36:13<7:41:03,  1.48s/it]
  6%|▋         | 1265/19900 [36:14<7:42:51,  1.49s/it]
  6%|▋         | 1266/19900 [36:15<7:34:21,  1.46s/it]
  6%|▋         | 1267/19900 [36:17<7:25:08,  1.43s/it]
  6%|▋         | 1268/19900 [36:18<7:22:59,  1.43s/it]
  6%|▋         | 1269/19900 [36:20<7:15:48,  1.40s/it]
  6%|▋         | 1270/19900 [36:21<7:07:54,  1.38s/it]
  6%|▋         | 1271/19900 [36:22<7:04:45,  1.37s/it]
  6%|▋         | 1272/19900 [36:23<6:54:57,  1.34s/it]
  6%|▋         | 1273/19900 [36:25<6:43:24,  1.30s/it]
  6%|▋         | 1274/19900 [36:26<6:40:32,  1.29s/it]
  6%|▋         | 1275/19900 [36:27<6:39:42,  1.29s/it]
  6%|▋         | 1276/19900 [36:29<6:38:22,  1.28s/it]
  6%|▋         | 1277/19900 [36:30<6:35:59,  1.28s/it]
  6%|▋         | 1278/19900 [36:31<6:30:03,  1.26s/it]
  6%|▋         | 1279/19900 [36:32<6:23:29,  1.24s/it]
  6%|▋         | 1280/19900 [36:33<6:19:07,  1.22s/it]
  6%|▋         | 1281/19900 [36:35<6:20:20,  1.23s/it]
  6%|▋         | 1282/19900 [36:36<6:13:37,  1.20s/it]
  6%|▋         | 1283/19900 [36:37<6:14:03,  1.21s/it]
  6%|▋         | 1284/19900 [36:38<6:14:07,  1.21s/it]
  6%|▋         | 1285/19900 [36:39<6:03:48,  1.17s/it]
  6%|▋         | 1286/19900 [36:40<5:57:35,  1.15s/it]
  6%|▋         | 1287/19900 [36:41<5:48:27,  1.12s/it]
  6%|▋         | 1288/19900 [36:42<5:40:08,  1.10s/it]
  6%|▋         | 1289/19900 [36:43<5:33:44,  1.08s/it]
  6%|▋         | 1290/19900 [36:45<5:30:03,  1.06s/it]
  6%|▋         | 1291/19900 [36:45<5:21:48,  1.04s/it]
  6%|▋         | 1292/19900 [36:46<5:08:43,  1.00it/s]
  6%|▋         | 1293/19900 [36:49<7:19:59,  1.42s/it]
  7%|▋         | 1294/19900 [36:51<8:34:44,  1.66s/it]
  7%|▋         | 1295/19900 [36:53<9:07:33,  1.77s/it]
  7%|▋         | 1296/19900 [36:55<9:21:28,  1.81s/it]
  7%|▋         | 1297/19900 [36:57<9:26:37,  1.83s/it]
  7%|▋         | 1298/19900 [36:59<9:23:18,  1.82s/it]
  7%|▋         | 1299/19900 [37:00<9:19:54,  1.81s/it]
  7%|▋         | 1300/19900 [37:02<9:09:30,  1.77s/it]
                                                      

  7%|▋         | 1300/19900 [37:02<9:09:30,  1.77s/it]
  7%|▋         | 1301/19900 [37:04<9:07:34,  1.77s/it]
  7%|▋         | 1302/19900 [37:06<8:59:06,  1.74s/it]
  7%|▋         | 1303/19900 [37:07<8:56:30,  1.73s/it]
  7%|▋         | 1304/19900 [37:09<8:50:28,  1.71s/it]
  7%|▋         | 1305/19900 [37:11<8:46:36,  1.70s/it]
  7%|▋         | 1306/19900 [37:12<8:31:56,  1.65s/it]
  7%|▋         | 1307/19900 [37:14<8:20:56,  1.62s/it]
  7%|▋         | 1308/19900 [37:15<8:13:33,  1.59s/it]
  7%|▋         | 1309/19900 [37:17<8:07:56,  1.57s/it]
  7%|▋         | 1310/19900 [37:18<8:03:28,  1.56s/it]
  7%|▋         | 1311/19900 [37:20<7:59:00,  1.55s/it]
  7%|▋         | 1312/19900 [37:21<7:57:41,  1.54s/it]
  7%|▋         | 1313/19900 [37:23<7:47:27,  1.51s/it]
  7%|▋         | 1314/19900 [37:24<7:50:17,  1.52s/it]
  7%|▋         | 1315/19900 [37:26<7:44:27,  1.50s/it]
  7%|▋         | 1316/19900 [37:27<7:46:13,  1.51s/it]
  7%|▋         | 1317/19900 [37:29<7:41:25,  1.49s/it]
  7%|▋         | 1318/19900 [37:30<7:31:12,  1.46s/it]
  7%|▋         | 1319/19900 [37:31<7:19:01,  1.42s/it]
  7%|▋         | 1320/19900 [37:33<7:08:57,  1.39s/it]
  7%|▋         | 1321/19900 [37:34<6:58:14,  1.35s/it]
  7%|▋         | 1322/19900 [37:35<6:50:55,  1.33s/it]
  7%|▋         | 1323/19900 [37:36<6:45:07,  1.31s/it]
  7%|▋         | 1324/19900 [37:38<6:41:38,  1.30s/it]
  7%|▋         | 1325/19900 [37:39<6:37:29,  1.28s/it]
  7%|▋         | 1326/19900 [37:40<6:31:26,  1.26s/it]
  7%|▋         | 1327/19900 [37:41<6:26:39,  1.25s/it]
  7%|▋         | 1328/19900 [37:43<6:24:20,  1.24s/it]
  7%|▋         | 1329/19900 [37:44<6:21:10,  1.23s/it]
  7%|▋         | 1330/19900 [37:45<6:18:25,  1.22s/it]
  7%|▋         | 1331/19900 [37:46<6:11:54,  1.20s/it]
  7%|▋         | 1332/19900 [37:47<6:03:07,  1.17s/it]
  7%|▋         | 1333/19900 [37:48<5:54:36,  1.15s/it]
  7%|▋         | 1334/19900 [37:50<5:50:16,  1.13s/it]
  7%|▋         | 1335/19900 [37:51<5:49:32,  1.13s/it]
  7%|▋         | 1336/19900 [37:52<5:38:45,  1.09s/it]
  7%|▋         | 1337/19900 [37:53<5:31:18,  1.07s/it]
  7%|▋         | 1338/19900 [37:54<5:25:04,  1.05s/it]
  7%|▋         | 1339/19900 [37:55<5:20:35,  1.04s/it]
  7%|▋         | 1340/19900 [37:56<5:10:25,  1.00s/it]
  7%|▋         | 1341/19900 [37:56<4:57:01,  1.04it/s]
  7%|▋         | 1342/19900 [37:59<6:58:31,  1.35s/it]
  7%|▋         | 1343/19900 [38:01<8:12:46,  1.59s/it]
  7%|▋         | 1344/19900 [38:03<8:49:00,  1.71s/it]
  7%|▋         | 1345/19900 [38:05<9:07:15,  1.77s/it]
  7%|▋         | 1346/19900 [38:07<9:12:29,  1.79s/it]
  7%|▋         | 1347/19900 [38:08<9:11:55,  1.78s/it]
  7%|▋         | 1348/19900 [38:10<9:08:26,  1.77s/it]
  7%|▋         | 1349/19900 [38:12<9:08:40,  1.77s/it]
  7%|▋         | 1350/19900 [38:14<9:02:09,  1.75s/it]
  7%|▋         | 1351/19900 [38:15<8:51:34,  1.72s/it]
  7%|▋         | 1352/19900 [38:17<8:42:55,  1.69s/it]
  7%|▋         | 1353/19900 [38:18<8:27:25,  1.64s/it]
  7%|▋         | 1354/19900 [38:20<8:14:22,  1.60s/it]
  7%|▋         | 1355/19900 [38:21<8:12:01,  1.59s/it]
  7%|▋         | 1356/19900 [38:23<8:10:08,  1.59s/it]
  7%|▋         | 1357/19900 [38:25<8:07:31,  1.58s/it]
  7%|▋         | 1358/19900 [38:26<8:01:47,  1.56s/it]
  7%|▋         | 1359/19900 [38:28<7:57:04,  1.54s/it]
  7%|▋         | 1360/19900 [38:29<7:53:28,  1.53s/it]
  7%|▋         | 1361/19900 [38:31<7:49:59,  1.52s/it]
  7%|▋         | 1362/19900 [38:32<7:43:05,  1.50s/it]
  7%|▋         | 1363/19900 [38:34<7:40:21,  1.49s/it]
  7%|▋         | 1364/19900 [38:35<7:35:50,  1.48s/it]
  7%|▋         | 1365/19900 [38:36<7:29:55,  1.46s/it]
  7%|▋         | 1366/19900 [38:38<7:25:09,  1.44s/it]
  7%|▋         | 1367/19900 [38:39<7:24:43,  1.44s/it]
  7%|▋         | 1368/19900 [38:41<7:14:47,  1.41s/it]
  7%|▋         | 1369/19900 [38:42<7:05:36,  1.38s/it]
  7%|▋         | 1370/19900 [38:43<6:57:38,  1.35s/it]
  7%|▋         | 1371/19900 [38:44<6:50:58,  1.33s/it]
  7%|▋         | 1372/19900 [38:46<6:48:40,  1.32s/it]
  7%|▋         | 1373/19900 [38:47<6:44:30,  1.31s/it]
  7%|▋         | 1374/19900 [38:48<6:37:17,  1.29s/it]
  7%|▋         | 1375/19900 [38:50<6:31:31,  1.27s/it]
  7%|▋         | 1376/19900 [38:51<6:27:34,  1.26s/it]
  7%|▋         | 1377/19900 [38:52<6:26:15,  1.25s/it]
  7%|▋         | 1378/19900 [38:53<6:19:44,  1.23s/it]
  7%|▋         | 1379/19900 [38:54<6:14:24,  1.21s/it]
  7%|▋         | 1380/19900 [38:56<6:11:30,  1.20s/it]
  7%|▋         | 1381/19900 [38:57<6:11:11,  1.20s/it]
  7%|▋         | 1382/19900 [38:58<6:01:37,  1.17s/it]
  7%|▋         | 1383/19900 [38:59<5:53:23,  1.15s/it]
  7%|▋         | 1384/19900 [39:00<5:44:26,  1.12s/it]
  7%|▋         | 1385/19900 [39:01<5:35:56,  1.09s/it]
  7%|▋         | 1386/19900 [39:02<5:28:49,  1.07s/it]
  7%|▋         | 1387/19900 [39:03<5:21:33,  1.04s/it]
  7%|▋         | 1388/19900 [39:04<5:15:56,  1.02s/it]
  7%|▋         | 1389/19900 [39:05<5:10:57,  1.01s/it]
  7%|▋         | 1390/19900 [39:06<5:00:51,  1.03it/s]
  7%|▋         | 1391/19900 [39:08<6:31:54,  1.27s/it]
  7%|▋         | 1392/19900 [39:09<6:51:57,  1.34s/it]
  7%|▋         | 1393/19900 [39:11<6:49:13,  1.33s/it]
  7%|▋         | 1394/19900 [39:13<9:07:18,  1.77s/it]
  7%|▋         | 1395/19900 [39:16<9:45:02,  1.90s/it]
  7%|▋         | 1396/19900 [39:18<9:47:35,  1.91s/it]
  7%|▋         | 1397/19900 [39:19<9:48:06,  1.91s/it]
  7%|▋         | 1398/19900 [39:21<9:41:06,  1.88s/it]
  7%|▋         | 1399/19900 [39:23<9:29:21,  1.85s/it]
  7%|▋         | 1400/19900 [39:25<9:17:21,  1.81s/it]
                                                      

  7%|▋         | 1400/19900 [39:25<9:17:21,  1.81s/it]
  7%|▋         | 1401/19900 [39:26<9:04:56,  1.77s/it]
  7%|▋         | 1402/19900 [39:28<8:58:07,  1.75s/it]
  7%|▋         | 1403/19900 [39:30<8:48:06,  1.71s/it]
  7%|▋         | 1404/19900 [39:31<8:36:16,  1.67s/it]
  7%|▋         | 1405/19900 [39:33<8:29:42,  1.65s/it]
  7%|▋         | 1406/19900 [39:35<8:23:14,  1.63s/it]
  7%|▋         | 1407/19900 [39:36<8:16:54,  1.61s/it]
  7%|▋         | 1408/19900 [39:38<8:09:04,  1.59s/it]
  7%|▋         | 1409/19900 [39:39<8:04:47,  1.57s/it]
  7%|▋         | 1410/19900 [39:41<8:04:59,  1.57s/it]
  7%|▋         | 1411/19900 [39:42<8:01:42,  1.56s/it]
  7%|▋         | 1412/19900 [39:44<7:53:32,  1.54s/it]
  7%|▋         | 1413/19900 [39:45<7:52:06,  1.53s/it]
  7%|▋         | 1414/19900 [39:47<7:46:39,  1.51s/it]
  7%|▋         | 1415/19900 [39:48<7:41:47,  1.50s/it]
  7%|▋         | 1416/19900 [39:50<7:39:39,  1.49s/it]
  7%|▋         | 1417/19900 [39:51<7:31:53,  1.47s/it]
  7%|▋         | 1418/19900 [39:52<7:27:48,  1.45s/it]
  7%|▋         | 1419/19900 [39:54<7:22:01,  1.44s/it]
  7%|▋         | 1420/19900 [39:55<7:16:32,  1.42s/it]
  7%|▋         | 1421/19900 [39:57<7:07:29,  1.39s/it]
  7%|▋         | 1422/19900 [39:58<6:59:45,  1.36s/it]
  7%|▋         | 1423/19900 [39:59<6:52:05,  1.34s/it]
  7%|▋         | 1424/19900 [40:00<6:43:04,  1.31s/it]
  7%|▋         | 1425/19900 [40:02<6:39:19,  1.30s/it]
  7%|▋         | 1426/19900 [40:03<6:37:45,  1.29s/it]
  7%|▋         | 1427/19900 [40:04<6:30:57,  1.27s/it]
  7%|▋         | 1428/19900 [40:05<6:26:31,  1.26s/it]
  7%|▋         | 1429/19900 [40:07<6:21:51,  1.24s/it]
  7%|▋         | 1430/19900 [40:08<6:15:07,  1.22s/it]
  7%|▋         | 1431/19900 [40:09<6:11:26,  1.21s/it]
  7%|▋         | 1432/19900 [40:10<6:09:10,  1.20s/it]
  7%|▋         | 1433/19900 [40:11<6:07:22,  1.19s/it]
  7%|▋         | 1434/19900 [40:12<5:59:25,  1.17s/it]
  7%|▋         | 1435/19900 [40:14<5:54:21,  1.15s/it]
  7%|▋         | 1436/19900 [40:15<5:46:51,  1.13s/it]
  7%|▋         | 1437/19900 [40:16<5:37:35,  1.10s/it]
  7%|▋         | 1438/19900 [40:17<5:29:54,  1.07s/it]
  7%|▋         | 1439/19900 [40:18<5:22:49,  1.05s/it]
  7%|▋         | 1440/19900 [40:19<5:20:17,  1.04s/it]
  7%|▋         | 1441/19900 [40:20<5:09:23,  1.01s/it]
  7%|▋         | 1442/19900 [40:20<4:55:43,  1.04it/s]
  7%|▋         | 1443/19900 [40:23<7:03:37,  1.38s/it]
  7%|▋         | 1444/19900 [40:25<8:07:07,  1.58s/it]
  7%|▋         | 1445/19900 [40:27<8:39:09,  1.69s/it]
  7%|▋         | 1446/19900 [40:29<8:57:51,  1.75s/it]
  7%|▋         | 1447/19900 [40:30<9:03:08,  1.77s/it]
  7%|▋         | 1448/19900 [40:32<9:00:27,  1.76s/it]
  7%|▋         | 1449/19900 [40:34<9:01:28,  1.76s/it]
  7%|▋         | 1450/19900 [40:36<8:59:18,  1.75s/it]
  7%|▋         | 1451/19900 [40:37<8:48:20,  1.72s/it]
  7%|▋         | 1452/19900 [40:39<8:39:01,  1.69s/it]
  7%|▋         | 1453/19900 [40:41<8:31:56,  1.67s/it]
  7%|▋         | 1454/19900 [40:42<8:30:31,  1.66s/it]
  7%|▋         | 1455/19900 [40:44<8:37:40,  1.68s/it]
  7%|▋         | 1456/19900 [40:46<8:32:40,  1.67s/it]
  7%|▋         | 1457/19900 [40:47<8:22:01,  1.63s/it]
  7%|▋         | 1458/19900 [40:49<8:09:53,  1.59s/it]
  7%|▋         | 1459/19900 [40:50<8:01:40,  1.57s/it]
  7%|▋         | 1460/19900 [40:52<7:55:25,  1.55s/it]
  7%|▋         | 1461/19900 [40:53<7:49:38,  1.53s/it]
  7%|▋         | 1462/19900 [40:55<7:44:03,  1.51s/it]
  7%|▋         | 1463/19900 [40:56<7:39:54,  1.50s/it]
  7%|▋         | 1464/19900 [40:58<7:34:08,  1.48s/it]
  7%|▋         | 1465/19900 [40:59<7:26:40,  1.45s/it]
  7%|▋         | 1466/19900 [41:00<7:22:26,  1.44s/it]
  7%|▋         | 1467/19900 [41:02<7:19:01,  1.43s/it]
  7%|▋         | 1468/19900 [41:03<7:19:25,  1.43s/it]
  7%|▋         | 1469/19900 [41:04<7:10:10,  1.40s/it]
  7%|▋         | 1470/19900 [41:06<7:02:09,  1.37s/it]
  7%|▋         | 1471/19900 [41:07<6:57:44,  1.36s/it]
  7%|▋         | 1472/19900 [41:08<6:51:25,  1.34s/it]
  7%|▋         | 1473/19900 [41:10<6:49:22,  1.33s/it]
  7%|▋         | 1474/19900 [41:11<6:45:22,  1.32s/it]
  7%|▋         | 1475/19900 [41:12<6:41:00,  1.31s/it]
  7%|▋         | 1476/19900 [41:14<6:35:32,  1.29s/it]
  7%|▋         | 1477/19900 [41:15<6:28:25,  1.26s/it]
  7%|▋         | 1478/19900 [41:16<6:25:14,  1.25s/it]
  7%|▋         | 1479/19900 [41:17<6:22:18,  1.25s/it]
  7%|▋         | 1480/19900 [41:18<6:20:59,  1.24s/it]
  7%|▋         | 1481/19900 [41:20<6:13:51,  1.22s/it]
  7%|▋         | 1482/19900 [41:21<6:07:43,  1.20s/it]
  7%|▋         | 1483/19900 [41:22<5:57:44,  1.17s/it]
  7%|▋         | 1484/19900 [41:23<5:50:58,  1.14s/it]
  7%|▋         | 1485/19900 [41:24<5:47:09,  1.13s/it]
  7%|▋         | 1486/19900 [41:25<5:38:36,  1.10s/it]
  7%|▋         | 1487/19900 [41:26<5:34:31,  1.09s/it]
  7%|▋         | 1488/19900 [41:27<5:26:06,  1.06s/it]
  7%|▋         | 1489/19900 [41:28<5:20:08,  1.04s/it]
  7%|▋         | 1490/19900 [41:29<5:15:31,  1.03s/it]
  7%|▋         | 1491/19900 [41:30<5:02:25,  1.01it/s]
  7%|▋         | 1492/19900 [41:32<7:04:54,  1.38s/it]
  8%|▊         | 1493/19900 [41:34<8:12:58,  1.61s/it]
  8%|▊         | 1494/19900 [41:36<8:51:18,  1.73s/it]
  8%|▊         | 1495/19900 [41:38<9:07:46,  1.79s/it]
  8%|▊         | 1496/19900 [41:40<9:13:05,  1.80s/it]
  8%|▊         | 1497/19900 [41:42<9:09:02,  1.79s/it]
  8%|▊         | 1498/19900 [41:44<9:00:48,  1.76s/it]
  8%|▊         | 1499/19900 [41:45<8:55:49,  1.75s/it]
  8%|▊         | 1500/19900 [41:47<8:53:26,  1.74s/it]
                                                      

  8%|▊         | 1500/19900 [41:47<8:53:26,  1.74s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 6.8014140129089355, 'eval_wer': 1.0, 'eval_cer': 1.0, 'eval_runtime': 123.7155, 'eval_samples_per_second': 23.91, 'eval_steps_per_second': 2.991, 'epoch': 5.03}
{'loss': 6.5122, 'learning_rate': 4.11375e-05, 'epoch': 5.53}
{'loss': 6.1973, 'learning_rate': 4.48875e-05, 'epoch': 6.03}
{'loss': 6.0687, 'learning_rate': 4.8637499999999996e-05, 'epoch': 6.53}
{'loss': 6.0963, 'learning_rate': 5.23875e-05, 'epoch': 7.04}
{'loss': 6.0427, 'learning_rate': 5.61375e-05, 'epoch': 7.54}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.84it/s]

  1%|          | 3/370 [00:00<01:01,  5.95it/s]

  1%|          | 4/370 [00:00<01:13,  4.97it/s]

  1%|▏         | 5/370 [00:00<01:18,  4.63it/s]

  2%|▏         | 6/370 [00:01<01:12,  5.00it/s]

  2%|▏         | 7/370 [00:01<01:21,  4.45it/s]

  2%|▏         | 8/370 [00:01<01:18,  4.59it/s]

  2%|▏         | 9/370 [00:01<01:20,  4.49it/s]

  3%|▎         | 10/370 [00:02<01:19,  4.51it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.48it/s]

  3%|▎         | 12/370 [00:02<01:20,  4.44it/s]

  4%|▎         | 13/370 [00:02<01:21,  4.39it/s]

  4%|▍         | 14/370 [00:03<01:25,  4.17it/s]

  4%|▍         | 15/370 [00:03<01:19,  4.44it/s]

  4%|▍         | 16/370 [00:03<01:21,  4.33it/s]

  5%|▍         | 17/370 [00:03<01:16,  4.61it/s]

  5%|▍         | 18/370 [00:03<01:12,  4.86it/s]

  5%|▌         | 19/370 [00:04<01:16,  4.59it/s]

  5%|▌         | 20/370 [00:04<01:19,  4.43it/s]

  6%|▌         | 21/370 [00:04<01:16,  4.59it/s]

  6%|▌         | 22/370 [00:04<01:11,  4.84it/s]

  6%|▌         | 23/370 [00:04<01:11,  4.83it/s]

  6%|▋         | 24/370 [00:05<01:13,  4.69it/s]

  7%|▋         | 25/370 [00:05<01:15,  4.58it/s]

  7%|▋         | 26/370 [00:05<01:11,  4.80it/s]

  7%|▋         | 27/370 [00:05<01:12,  4.76it/s]

  8%|▊         | 28/370 [00:05<01:13,  4.64it/s]

  8%|▊         | 29/370 [00:06<01:17,  4.38it/s]

  8%|▊         | 30/370 [00:06<01:18,  4.34it/s]

  8%|▊         | 31/370 [00:06<01:16,  4.43it/s]

  9%|▊         | 32/370 [00:06<01:15,  4.49it/s]

  9%|▉         | 33/370 [00:07<01:14,  4.50it/s]

  9%|▉         | 34/370 [00:07<01:14,  4.50it/s]

  9%|▉         | 35/370 [00:07<01:18,  4.26it/s]

 10%|▉         | 36/370 [00:07<01:17,  4.30it/s]

 10%|█         | 37/370 [00:08<01:13,  4.51it/s]

 10%|█         | 38/370 [00:08<01:13,  4.51it/s]

 11%|█         | 39/370 [00:08<01:10,  4.66it/s]

 11%|█         | 40/370 [00:08<01:12,  4.55it/s]

 11%|█         | 41/370 [00:08<01:10,  4.64it/s]

 11%|█▏        | 42/370 [00:09<01:14,  4.42it/s]

 12%|█▏        | 43/370 [00:09<01:18,  4.17it/s]

 12%|█▏        | 44/370 [00:09<01:16,  4.28it/s]

 12%|█▏        | 45/370 [00:09<01:24,  3.86it/s]

 12%|█▏        | 46/370 [00:10<01:22,  3.94it/s]

 13%|█▎        | 47/370 [00:10<01:33,  3.47it/s]

 13%|█▎        | 48/370 [00:10<01:32,  3.47it/s]

 13%|█▎        | 49/370 [00:11<01:25,  3.74it/s]

 14%|█▎        | 50/370 [00:11<01:17,  4.14it/s]

 14%|█▍        | 51/370 [00:11<01:19,  4.01it/s]

 14%|█▍        | 52/370 [00:11<01:13,  4.32it/s]

 14%|█▍        | 53/370 [00:12<01:18,  4.04it/s]

 15%|█▍        | 54/370 [00:12<01:14,  4.26it/s]

 15%|█▍        | 55/370 [00:12<01:17,  4.06it/s]

 15%|█▌        | 56/370 [00:12<01:16,  4.08it/s]

 15%|█▌        | 57/370 [00:12<01:09,  4.47it/s]

 16%|█▌        | 58/370 [00:13<01:14,  4.17it/s]

 16%|█▌        | 59/370 [00:13<01:13,  4.23it/s]

 16%|█▌        | 60/370 [00:13<01:09,  4.45it/s]

 16%|█▋        | 61/370 [00:13<01:08,  4.49it/s]

 17%|█▋        | 62/370 [00:14<01:11,  4.30it/s]

 17%|█▋        | 63/370 [00:14<01:06,  4.59it/s]

 17%|█▋        | 64/370 [00:14<01:05,  4.67it/s]

 18%|█▊        | 65/370 [00:14<01:08,  4.48it/s]

 18%|█▊        | 66/370 [00:14<01:07,  4.51it/s]

 18%|█▊        | 67/370 [00:15<01:10,  4.31it/s]

 18%|█▊        | 68/370 [00:15<01:15,  4.01it/s]

 19%|█▊        | 69/370 [00:15<01:09,  4.31it/s]

 19%|█▉        | 70/370 [00:15<01:08,  4.38it/s]

 19%|█▉        | 71/370 [00:16<01:12,  4.15it/s]

 19%|█▉        | 72/370 [00:16<01:07,  4.44it/s]

 20%|█▉        | 73/370 [00:16<01:05,  4.50it/s]

 20%|██        | 74/370 [00:16<01:08,  4.30it/s]

 20%|██        | 75/370 [00:17<01:09,  4.23it/s]

 21%|██        | 76/370 [00:17<01:05,  4.48it/s]

 21%|██        | 77/370 [00:17<01:02,  4.67it/s]

 21%|██        | 78/370 [00:17<01:04,  4.53it/s]

 21%|██▏       | 79/370 [00:17<01:04,  4.50it/s]

 22%|██▏       | 80/370 [00:18<01:04,  4.49it/s]

 22%|██▏       | 81/370 [00:18<01:02,  4.60it/s]

 22%|██▏       | 82/370 [00:18<01:02,  4.60it/s]

 22%|██▏       | 83/370 [00:18<01:04,  4.45it/s]

 23%|██▎       | 84/370 [00:19<01:06,  4.33it/s]

 23%|██▎       | 85/370 [00:19<01:03,  4.52it/s]

 23%|██▎       | 86/370 [00:19<01:01,  4.60it/s]

 24%|██▎       | 87/370 [00:19<00:59,  4.72it/s]

 24%|██▍       | 88/370 [00:19<01:03,  4.44it/s]

 24%|██▍       | 89/370 [00:20<01:04,  4.36it/s]

 24%|██▍       | 90/370 [00:20<01:02,  4.46it/s]

 25%|██▍       | 91/370 [00:20<01:01,  4.53it/s]

 25%|██▍       | 92/370 [00:20<01:04,  4.32it/s]

 25%|██▌       | 93/370 [00:21<01:08,  4.07it/s]

 25%|██▌       | 94/370 [00:21<01:06,  4.13it/s]

 26%|██▌       | 95/370 [00:21<01:10,  3.89it/s]

 26%|██▌       | 96/370 [00:21<01:10,  3.89it/s]

 26%|██▌       | 97/370 [00:22<01:07,  4.07it/s]

 26%|██▋       | 98/370 [00:22<01:04,  4.23it/s]

 27%|██▋       | 99/370 [00:22<01:02,  4.34it/s]

 27%|██▋       | 100/370 [00:22<00:59,  4.50it/s]

 27%|██▋       | 101/370 [00:22<00:58,  4.58it/s]

 28%|██▊       | 102/370 [00:23<00:56,  4.72it/s]

 28%|██▊       | 103/370 [00:23<00:53,  4.95it/s]

 28%|██▊       | 104/370 [00:23<00:59,  4.48it/s]

 28%|██▊       | 105/370 [00:23<00:57,  4.57it/s]

 29%|██▊       | 106/370 [00:24<00:59,  4.40it/s]

 29%|██▉       | 107/370 [00:24<00:59,  4.45it/s]

 29%|██▉       | 108/370 [00:24<00:57,  4.58it/s]

 29%|██▉       | 109/370 [00:24<00:59,  4.40it/s]

 30%|██▉       | 110/370 [00:24<00:56,  4.57it/s]

 30%|███       | 111/370 [00:25<00:55,  4.63it/s]

 30%|███       | 112/370 [00:25<00:57,  4.48it/s]

 31%|███       | 113/370 [00:25<01:00,  4.28it/s]

 31%|███       | 114/370 [00:25<00:59,  4.29it/s]

 31%|███       | 115/370 [00:26<01:04,  3.93it/s]

 31%|███▏      | 116/370 [00:26<01:07,  3.78it/s]

 32%|███▏      | 117/370 [00:26<01:10,  3.61it/s]

 32%|███▏      | 118/370 [00:27<01:09,  3.62it/s]

 32%|███▏      | 119/370 [00:27<01:06,  3.80it/s]

 32%|███▏      | 120/370 [00:27<01:04,  3.88it/s]

 33%|███▎      | 121/370 [00:27<01:03,  3.89it/s]

 33%|███▎      | 122/370 [00:28<01:03,  3.93it/s]

 33%|███▎      | 123/370 [00:28<01:00,  4.11it/s]

 34%|███▎      | 124/370 [00:28<00:55,  4.46it/s]

 34%|███▍      | 125/370 [00:28<00:57,  4.24it/s]

 34%|███▍      | 126/370 [00:28<00:58,  4.16it/s]

 34%|███▍      | 127/370 [00:29<01:00,  4.03it/s]

 35%|███▍      | 128/370 [00:29<01:00,  3.98it/s]

 35%|███▍      | 129/370 [00:29<01:06,  3.64it/s]

 35%|███▌      | 130/370 [00:30<01:06,  3.59it/s]

 35%|███▌      | 131/370 [00:30<01:09,  3.46it/s]

 36%|███▌      | 132/370 [00:30<01:02,  3.78it/s]

 36%|███▌      | 133/370 [00:30<01:02,  3.81it/s]

 36%|███▌      | 134/370 [00:31<01:01,  3.82it/s]

 36%|███▋      | 135/370 [00:31<01:01,  3.82it/s]

 37%|███▋      | 136/370 [00:31<00:59,  3.90it/s]

 37%|███▋      | 137/370 [00:31<01:01,  3.79it/s]

 37%|███▋      | 138/370 [00:32<01:00,  3.84it/s]

 38%|███▊      | 139/370 [00:32<00:58,  3.97it/s]

 38%|███▊      | 140/370 [00:32<00:55,  4.16it/s]

 38%|███▊      | 141/370 [00:32<00:59,  3.83it/s]

 38%|███▊      | 142/370 [00:33<00:59,  3.84it/s]

 39%|███▊      | 143/370 [00:33<00:57,  3.98it/s]

 39%|███▉      | 144/370 [00:33<00:57,  3.92it/s]

 39%|███▉      | 145/370 [00:33<01:00,  3.73it/s]

 39%|███▉      | 146/370 [00:34<00:56,  3.94it/s]

 40%|███▉      | 147/370 [00:34<00:55,  4.00it/s]

 40%|████      | 148/370 [00:34<00:56,  3.91it/s]

 40%|████      | 149/370 [00:34<00:54,  4.04it/s]

 41%|████      | 150/370 [00:35<00:49,  4.41it/s]

 41%|████      | 151/370 [00:35<00:47,  4.63it/s]

 41%|████      | 152/370 [00:35<00:47,  4.54it/s]

 41%|████▏     | 153/370 [00:35<00:48,  4.43it/s]

 42%|████▏     | 154/370 [00:35<00:49,  4.37it/s]

 42%|████▏     | 155/370 [00:36<00:48,  4.43it/s]

 42%|████▏     | 156/370 [00:36<00:50,  4.25it/s]

 42%|████▏     | 157/370 [00:36<00:51,  4.14it/s]

 43%|████▎     | 158/370 [00:36<00:51,  4.13it/s]

 43%|████▎     | 159/370 [00:37<00:48,  4.39it/s]

 43%|████▎     | 160/370 [00:37<00:48,  4.29it/s]

 44%|████▎     | 161/370 [00:37<00:49,  4.25it/s]

 44%|████▍     | 162/370 [00:37<00:50,  4.13it/s]

 44%|████▍     | 163/370 [00:38<00:47,  4.31it/s]

 44%|████▍     | 164/370 [00:38<00:48,  4.27it/s]

 45%|████▍     | 165/370 [00:38<00:50,  4.06it/s]

 45%|████▍     | 166/370 [00:38<00:50,  4.02it/s]

 45%|████▌     | 167/370 [00:39<00:49,  4.08it/s]

 45%|████▌     | 168/370 [00:39<00:48,  4.20it/s]

 46%|████▌     | 169/370 [00:39<00:46,  4.29it/s]

 46%|████▌     | 170/370 [00:39<00:47,  4.20it/s]

 46%|████▌     | 171/370 [00:40<00:48,  4.06it/s]

 46%|████▋     | 172/370 [00:40<00:44,  4.41it/s]

 47%|████▋     | 173/370 [00:40<00:40,  4.83it/s]

 47%|████▋     | 174/370 [00:40<00:43,  4.53it/s]

 47%|████▋     | 175/370 [00:40<00:42,  4.62it/s]

 48%|████▊     | 176/370 [00:41<00:40,  4.74it/s]

 48%|████▊     | 177/370 [00:41<00:43,  4.45it/s]

 48%|████▊     | 178/370 [00:41<00:41,  4.60it/s]

 48%|████▊     | 179/370 [00:41<00:42,  4.51it/s]

 49%|████▊     | 180/370 [00:41<00:38,  4.88it/s]

 49%|████▉     | 181/370 [00:42<00:39,  4.79it/s]

 49%|████▉     | 182/370 [00:42<00:39,  4.76it/s]

 49%|████▉     | 183/370 [00:42<00:42,  4.39it/s]

 50%|████▉     | 184/370 [00:42<00:42,  4.35it/s]

 50%|█████     | 185/370 [00:43<00:40,  4.52it/s]

 50%|█████     | 186/370 [00:43<00:41,  4.44it/s]

 51%|█████     | 187/370 [00:43<00:42,  4.31it/s]

 51%|█████     | 188/370 [00:43<00:42,  4.24it/s]

 51%|█████     | 189/370 [00:44<00:44,  4.07it/s]

 51%|█████▏    | 190/370 [00:44<00:42,  4.20it/s]

 52%|█████▏    | 191/370 [00:44<00:43,  4.12it/s]

 52%|█████▏    | 192/370 [00:44<00:44,  4.02it/s]

 52%|█████▏    | 193/370 [00:45<00:44,  3.94it/s]

 52%|█████▏    | 194/370 [00:45<00:40,  4.36it/s]

 53%|█████▎    | 195/370 [00:45<00:41,  4.19it/s]

 53%|█████▎    | 196/370 [00:45<00:40,  4.25it/s]

 53%|█████▎    | 197/370 [00:45<00:40,  4.32it/s]

 54%|█████▎    | 198/370 [00:46<00:40,  4.27it/s]

 54%|█████▍    | 199/370 [00:46<00:39,  4.35it/s]

 54%|█████▍    | 200/370 [00:46<00:40,  4.24it/s]

 54%|█████▍    | 201/370 [00:46<00:39,  4.31it/s]

 55%|█████▍    | 202/370 [00:47<00:38,  4.33it/s]

 55%|█████▍    | 203/370 [00:47<00:37,  4.40it/s]

 55%|█████▌    | 204/370 [00:47<00:40,  4.06it/s]

 55%|█████▌    | 205/370 [00:47<00:38,  4.28it/s]

 56%|█████▌    | 206/370 [00:48<00:39,  4.16it/s]

 56%|█████▌    | 207/370 [00:48<00:39,  4.10it/s]

 56%|█████▌    | 208/370 [00:48<00:41,  3.89it/s]

 56%|█████▋    | 209/370 [00:48<00:40,  3.98it/s]

 57%|█████▋    | 210/370 [00:49<00:41,  3.82it/s]

 57%|█████▋    | 211/370 [00:49<00:43,  3.69it/s]

 57%|█████▋    | 212/370 [00:49<00:42,  3.68it/s]

 58%|█████▊    | 213/370 [00:49<00:43,  3.61it/s]

 58%|█████▊    | 214/370 [00:50<00:40,  3.86it/s]

 58%|█████▊    | 215/370 [00:50<00:40,  3.86it/s]

 58%|█████▊    | 216/370 [00:50<00:38,  3.96it/s]

 59%|█████▊    | 217/370 [00:50<00:37,  4.04it/s]

 59%|█████▉    | 218/370 [00:51<00:35,  4.24it/s]

 59%|█████▉    | 219/370 [00:51<00:36,  4.08it/s]

 59%|█████▉    | 220/370 [00:51<00:36,  4.09it/s]

 60%|█████▉    | 221/370 [00:51<00:37,  3.96it/s]

 60%|██████    | 222/370 [00:52<00:36,  4.09it/s]

 60%|██████    | 223/370 [00:52<00:37,  3.92it/s]

 61%|██████    | 224/370 [00:52<00:40,  3.63it/s]

 61%|██████    | 225/370 [00:53<00:44,  3.29it/s]

 61%|██████    | 226/370 [00:53<00:42,  3.42it/s]

 61%|██████▏   | 227/370 [00:53<00:42,  3.37it/s]

 62%|██████▏   | 228/370 [00:53<00:41,  3.40it/s]

 62%|██████▏   | 229/370 [00:54<00:41,  3.39it/s]

 62%|██████▏   | 230/370 [00:54<00:40,  3.42it/s]

 62%|██████▏   | 231/370 [00:54<00:39,  3.53it/s]

 63%|██████▎   | 232/370 [00:55<00:41,  3.36it/s]

 63%|██████▎   | 233/370 [00:55<00:41,  3.33it/s]

 63%|██████▎   | 234/370 [00:55<00:40,  3.39it/s]

 64%|██████▎   | 235/370 [00:56<00:38,  3.52it/s]

 64%|██████▍   | 236/370 [00:56<00:36,  3.72it/s]

 64%|██████▍   | 237/370 [00:56<00:35,  3.70it/s]

 64%|██████▍   | 238/370 [00:56<00:34,  3.78it/s]

 65%|██████▍   | 239/370 [00:57<00:34,  3.84it/s]

 65%|██████▍   | 240/370 [00:57<00:35,  3.68it/s]

 65%|██████▌   | 241/370 [00:57<00:35,  3.63it/s]

 65%|██████▌   | 242/370 [00:57<00:34,  3.69it/s]

 66%|██████▌   | 243/370 [00:58<00:37,  3.41it/s]

 66%|██████▌   | 244/370 [00:58<00:39,  3.18it/s]

 66%|██████▌   | 245/370 [00:58<00:37,  3.33it/s]

 66%|██████▋   | 246/370 [00:59<00:35,  3.49it/s]

 67%|██████▋   | 247/370 [00:59<00:32,  3.84it/s]

 67%|██████▋   | 248/370 [00:59<00:30,  4.02it/s]

 67%|██████▋   | 249/370 [00:59<00:30,  3.94it/s]

 68%|██████▊   | 250/370 [01:00<00:31,  3.78it/s]

 68%|██████▊   | 251/370 [01:00<00:30,  3.89it/s]

 68%|██████▊   | 252/370 [01:00<00:33,  3.50it/s]

 68%|██████▊   | 253/370 [01:00<00:33,  3.51it/s]

 69%|██████▊   | 254/370 [01:01<00:33,  3.49it/s]

 69%|██████▉   | 255/370 [01:01<00:32,  3.50it/s]

 69%|██████▉   | 256/370 [01:01<00:34,  3.35it/s]

 69%|██████▉   | 257/370 [01:02<00:34,  3.28it/s]

 70%|██████▉   | 258/370 [01:02<00:33,  3.34it/s]

 70%|███████   | 259/370 [01:02<00:32,  3.42it/s]

 70%|███████   | 260/370 [01:02<00:30,  3.63it/s]

 71%|███████   | 261/370 [01:03<00:30,  3.56it/s]

 71%|███████   | 262/370 [01:03<00:30,  3.54it/s]

 71%|███████   | 263/370 [01:03<00:31,  3.40it/s]

 71%|███████▏  | 264/370 [01:04<00:32,  3.29it/s]

 72%|███████▏  | 265/370 [01:04<00:31,  3.38it/s]

 72%|███████▏  | 266/370 [01:04<00:31,  3.28it/s]

 72%|███████▏  | 267/370 [01:05<00:31,  3.23it/s]

 72%|███████▏  | 268/370 [01:05<00:31,  3.27it/s]

 73%|███████▎  | 269/370 [01:05<00:31,  3.19it/s]

 73%|███████▎  | 270/370 [01:06<00:31,  3.21it/s]

 73%|███████▎  | 271/370 [01:06<00:31,  3.18it/s]

 74%|███████▎  | 272/370 [01:06<00:29,  3.38it/s]

 74%|███████▍  | 273/370 [01:06<00:29,  3.33it/s]

 74%|███████▍  | 274/370 [01:07<00:28,  3.42it/s]

 74%|███████▍  | 275/370 [01:07<00:27,  3.45it/s]

 75%|███████▍  | 276/370 [01:07<00:27,  3.45it/s]

 75%|███████▍  | 277/370 [01:08<00:28,  3.32it/s]

 75%|███████▌  | 278/370 [01:08<00:28,  3.24it/s]

 75%|███████▌  | 279/370 [01:08<00:28,  3.19it/s]

 76%|███████▌  | 280/370 [01:09<00:28,  3.11it/s]

 76%|███████▌  | 281/370 [01:09<00:28,  3.18it/s]

 76%|███████▌  | 282/370 [01:09<00:27,  3.20it/s]

 76%|███████▋  | 283/370 [01:10<00:27,  3.17it/s]

 77%|███████▋  | 284/370 [01:10<00:27,  3.10it/s]

 77%|███████▋  | 285/370 [01:10<00:29,  2.92it/s]

 77%|███████▋  | 286/370 [01:11<00:29,  2.89it/s]

 78%|███████▊  | 287/370 [01:11<00:27,  2.97it/s]

 78%|███████▊  | 288/370 [01:11<00:27,  2.97it/s]

 78%|███████▊  | 289/370 [01:12<00:25,  3.16it/s]

 78%|███████▊  | 290/370 [01:12<00:26,  3.07it/s]

 79%|███████▊  | 291/370 [01:12<00:25,  3.05it/s]

 79%|███████▉  | 292/370 [01:13<00:24,  3.14it/s]

 79%|███████▉  | 293/370 [01:13<00:24,  3.10it/s]

 79%|███████▉  | 294/370 [01:13<00:23,  3.20it/s]

 80%|███████▉  | 295/370 [01:13<00:22,  3.26it/s]

 80%|████████  | 296/370 [01:14<00:22,  3.36it/s]

 80%|████████  | 297/370 [01:14<00:22,  3.29it/s]

 81%|████████  | 298/370 [01:14<00:23,  3.12it/s]

 81%|████████  | 299/370 [01:15<00:21,  3.24it/s]

 81%|████████  | 300/370 [01:15<00:21,  3.31it/s]

 81%|████████▏ | 301/370 [01:15<00:21,  3.21it/s]

 82%|████████▏ | 302/370 [01:16<00:20,  3.33it/s]

 82%|████████▏ | 303/370 [01:16<00:20,  3.33it/s]

 82%|████████▏ | 304/370 [01:16<00:19,  3.35it/s]

 82%|████████▏ | 305/370 [01:16<00:20,  3.23it/s]

 83%|████████▎ | 306/370 [01:17<00:19,  3.25it/s]

 83%|████████▎ | 307/370 [01:17<00:18,  3.32it/s]

 83%|████████▎ | 308/370 [01:17<00:18,  3.38it/s]

 84%|████████▎ | 309/370 [01:18<00:18,  3.35it/s]

 84%|████████▍ | 310/370 [01:18<00:18,  3.29it/s]

 84%|████████▍ | 311/370 [01:18<00:17,  3.29it/s]

 84%|████████▍ | 312/370 [01:19<00:17,  3.30it/s]

 85%|████████▍ | 313/370 [01:19<00:16,  3.38it/s]

 85%|████████▍ | 314/370 [01:19<00:15,  3.60it/s]

 85%|████████▌ | 315/370 [01:19<00:15,  3.57it/s]

 85%|████████▌ | 316/370 [01:20<00:15,  3.54it/s]

 86%|████████▌ | 317/370 [01:20<00:15,  3.47it/s]

 86%|████████▌ | 318/370 [01:20<00:16,  3.24it/s]

 86%|████████▌ | 319/370 [01:21<00:15,  3.35it/s]

 86%|████████▋ | 320/370 [01:21<00:14,  3.40it/s]

 87%|████████▋ | 321/370 [01:21<00:14,  3.40it/s]

 87%|████████▋ | 322/370 [01:21<00:13,  3.47it/s]

 87%|████████▋ | 323/370 [01:22<00:13,  3.49it/s]

 88%|████████▊ | 324/370 [01:22<00:12,  3.60it/s]

 88%|████████▊ | 325/370 [01:22<00:12,  3.57it/s]

 88%|████████▊ | 326/370 [01:23<00:12,  3.46it/s]

 88%|████████▊ | 327/370 [01:23<00:12,  3.40it/s]

 89%|████████▊ | 328/370 [01:23<00:11,  3.63it/s]

 89%|████████▉ | 329/370 [01:23<00:11,  3.66it/s]

 89%|████████▉ | 330/370 [01:24<00:11,  3.52it/s]

 89%|████████▉ | 331/370 [01:24<00:11,  3.46it/s]

 90%|████████▉ | 332/370 [01:24<00:10,  3.50it/s]

 90%|█████████ | 333/370 [01:25<00:10,  3.57it/s]

 90%|█████████ | 334/370 [01:25<00:10,  3.52it/s]

 91%|█████████ | 335/370 [01:25<00:09,  3.63it/s]

 91%|█████████ | 336/370 [01:25<00:09,  3.61it/s]

 91%|█████████ | 337/370 [01:26<00:09,  3.55it/s]

 91%|█████████▏| 338/370 [01:26<00:09,  3.43it/s]

 92%|█████████▏| 339/370 [01:26<00:09,  3.44it/s]

 92%|█████████▏| 340/370 [01:27<00:09,  3.32it/s]

 92%|█████████▏| 341/370 [01:27<00:08,  3.43it/s]

 92%|█████████▏| 342/370 [01:27<00:08,  3.47it/s]

 93%|█████████▎| 343/370 [01:27<00:07,  3.51it/s]

 93%|█████████▎| 344/370 [01:28<00:08,  3.18it/s]

 93%|█████████▎| 345/370 [01:28<00:08,  2.99it/s]

 94%|█████████▎| 346/370 [01:29<00:08,  2.92it/s]

 94%|█████████▍| 347/370 [01:29<00:07,  2.97it/s]

 94%|█████████▍| 348/370 [01:29<00:06,  3.20it/s]

 94%|█████████▍| 349/370 [01:29<00:06,  3.16it/s]

 95%|█████████▍| 350/370 [01:30<00:06,  3.32it/s]

 95%|█████████▍| 351/370 [01:30<00:05,  3.21it/s]

 95%|█████████▌| 352/370 [01:30<00:05,  3.11it/s]

 95%|█████████▌| 353/370 [01:31<00:05,  3.21it/s]

 96%|█████████▌| 354/370 [01:31<00:04,  3.21it/s]

 96%|█████████▌| 355/370 [01:31<00:04,  3.40it/s]

 96%|█████████▌| 356/370 [01:32<00:03,  3.50it/s]

 96%|█████████▋| 357/370 [01:32<00:03,  3.63it/s]

 97%|█████████▋| 358/370 [01:32<00:03,  3.91it/s]

 97%|█████████▋| 359/370 [01:32<00:02,  3.78it/s]

 97%|█████████▋| 360/370 [01:33<00:02,  3.54it/s]

 98%|█████████▊| 361/370 [01:33<00:02,  3.54it/s]

 98%|█████████▊| 362/370 [01:33<00:02,  3.58it/s]

 98%|█████████▊| 363/370 [01:33<00:01,  3.85it/s]

 98%|█████████▊| 364/370 [01:34<00:01,  3.60it/s]

 99%|█████████▊| 365/370 [01:34<00:01,  3.81it/s]

 99%|█████████▉| 366/370 [01:34<00:01,  3.77it/s]

 99%|█████████▉| 367/370 [01:34<00:00,  3.81it/s]

 99%|█████████▉| 368/370 [01:35<00:00,  3.89it/s]

100%|█████████▉| 369/370 [01:35<00:00,  3.85it/s]

100%|██████████| 370/370 [01:35<00:00,  4.12it/s]
                                                      

                                                 

  8%|▊         | 1500/19900 [43:50<8:53:26,  1.74s/it]

100%|██████████| 370/370 [02:02<00:00,  4.12it/s]

                                                 Saving model checkpoint to ./checkpoint-1500
Configuration saved in ./checkpoint-1500/config.json
Model weights saved in ./checkpoint-1500/pytorch_model.bin
Configuration saved in ./checkpoint-1500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json

  8%|▊         | 1501/19900 [45:18<328:57:37, 64.37s/it]
  8%|▊         | 1502/19900 [45:19<232:43:20, 45.54s/it]
  8%|▊         | 1503/19900 [45:21<165:20:26, 32.35s/it]
  8%|▊         | 1504/19900 [45:22<118:08:12, 23.12s/it]
  8%|▊         | 1505/19900 [45:24<85:12:12, 16.67s/it] 
  8%|▊         | 1506/19900 [45:26<62:09:48, 12.17s/it]
  8%|▊         | 1507/19900 [45:27<45:49:49,  8.97s/it]
  8%|▊         | 1508/19900 [45:29<34:23:44,  6.73s/it]
  8%|▊         | 1509/19900 [45:30<26:38:55,  5.22s/it]
  8%|▊         | 1510/19900 [45:32<20:52:56,  4.09s/it]
  8%|▊         | 1511/19900 [45:33<16:53:34,  3.31s/it]
  8%|▊         | 1512/19900 [45:35<14:02:27,  2.75s/it]
  8%|▊         | 1513/19900 [45:36<11:57:50,  2.34s/it]
  8%|▊         | 1514/19900 [45:38<10:31:02,  2.06s/it]
  8%|▊         | 1515/19900 [45:39<9:28:58,  1.86s/it] 
  8%|▊         | 1516/19900 [45:40<8:46:00,  1.72s/it]
  8%|▊         | 1517/19900 [45:42<8:12:00,  1.61s/it]
  8%|▊         | 1518/19900 [45:43<7:51:30,  1.54s/it]
  8%|▊         | 1519/19900 [45:44<7:39:13,  1.50s/it]
  8%|▊         | 1520/19900 [45:46<7:19:06,  1.43s/it]
  8%|▊         | 1521/19900 [45:47<7:02:50,  1.38s/it]
  8%|▊         | 1522/19900 [45:48<6:52:32,  1.35s/it]
  8%|▊         | 1523/19900 [45:50<6:44:33,  1.32s/it]
  8%|▊         | 1524/19900 [45:51<6:34:38,  1.29s/it]
  8%|▊         | 1525/19900 [45:52<6:30:51,  1.28s/it]
  8%|▊         | 1526/19900 [45:53<6:27:34,  1.27s/it]
  8%|▊         | 1527/19900 [45:54<6:21:48,  1.25s/it]
  8%|▊         | 1528/19900 [45:56<6:17:28,  1.23s/it]
  8%|▊         | 1529/19900 [45:57<6:12:56,  1.22s/it]
  8%|▊         | 1530/19900 [45:58<6:08:01,  1.20s/it]
  8%|▊         | 1531/19900 [45:59<6:03:09,  1.19s/it]
  8%|▊         | 1532/19900 [46:00<5:56:12,  1.16s/it]
  8%|▊         | 1533/19900 [46:01<5:49:34,  1.14s/it]
  8%|▊         | 1534/19900 [46:02<5:41:53,  1.12s/it]
  8%|▊         | 1535/19900 [46:03<5:35:44,  1.10s/it]
  8%|▊         | 1536/19900 [46:04<5:29:05,  1.08s/it]
  8%|▊         | 1537/19900 [46:05<5:21:42,  1.05s/it]
  8%|▊         | 1538/19900 [46:06<5:14:55,  1.03s/it]
  8%|▊         | 1539/19900 [46:07<5:06:54,  1.00s/it]
  8%|▊         | 1540/19900 [46:08<5:00:02,  1.02it/s]
  8%|▊         | 1541/19900 [46:11<7:07:55,  1.40s/it]
  8%|▊         | 1542/19900 [46:13<8:14:49,  1.62s/it]
  8%|▊         | 1543/19900 [46:15<8:50:51,  1.74s/it]
  8%|▊         | 1544/19900 [46:17<9:02:59,  1.77s/it]
  8%|▊         | 1545/19900 [46:19<9:21:33,  1.84s/it]
  8%|▊         | 1546/19900 [46:21<9:31:14,  1.87s/it]
  8%|▊         | 1547/19900 [46:23<9:34:11,  1.88s/it]
  8%|▊         | 1548/19900 [46:24<9:18:22,  1.83s/it]
  8%|▊         | 1549/19900 [46:26<9:08:09,  1.79s/it]
  8%|▊         | 1550/19900 [46:28<8:53:32,  1.74s/it]
  8%|▊         | 1551/19900 [46:29<8:48:38,  1.73s/it]
  8%|▊         | 1552/19900 [46:31<8:37:11,  1.69s/it]
  8%|▊         | 1553/19900 [46:32<8:27:08,  1.66s/it]
  8%|▊         | 1554/19900 [46:34<8:16:00,  1.62s/it]
  8%|▊         | 1555/19900 [46:36<8:08:02,  1.60s/it]
  8%|▊         | 1556/19900 [46:37<8:01:40,  1.58s/it]
  8%|▊         | 1557/19900 [46:39<7:53:58,  1.55s/it]
  8%|▊         | 1558/19900 [46:40<7:52:56,  1.55s/it]
  8%|▊         | 1559/19900 [46:42<7:58:03,  1.56s/it]
  8%|▊         | 1560/19900 [46:43<7:47:49,  1.53s/it]
  8%|▊         | 1561/19900 [46:45<7:38:35,  1.50s/it]
  8%|▊         | 1562/19900 [46:46<7:38:16,  1.50s/it]
  8%|▊         | 1563/19900 [46:47<7:31:03,  1.48s/it]
  8%|▊         | 1564/19900 [46:49<7:24:02,  1.45s/it]
  8%|▊         | 1565/19900 [46:50<7:18:31,  1.44s/it]
  8%|▊         | 1566/19900 [46:52<7:13:12,  1.42s/it]
  8%|▊         | 1567/19900 [46:53<7:06:58,  1.40s/it]
  8%|▊         | 1568/19900 [46:54<6:58:50,  1.37s/it]
  8%|▊         | 1569/19900 [46:56<6:53:14,  1.35s/it]
  8%|▊         | 1570/19900 [46:57<6:44:59,  1.33s/it]
  8%|▊         | 1571/19900 [46:58<6:37:29,  1.30s/it]
  8%|▊         | 1572/19900 [46:59<6:25:31,  1.26s/it]
  8%|▊         | 1573/19900 [47:00<6:16:09,  1.23s/it]
  8%|▊         | 1574/19900 [47:02<6:17:05,  1.23s/it]
  8%|▊         | 1575/19900 [47:03<6:15:48,  1.23s/it]
  8%|▊         | 1576/19900 [47:04<6:12:32,  1.22s/it]
  8%|▊         | 1577/19900 [47:05<6:09:00,  1.21s/it]
  8%|▊         | 1578/19900 [47:06<6:05:57,  1.20s/it]
  8%|▊         | 1579/19900 [47:08<6:02:13,  1.19s/it]
  8%|▊         | 1580/19900 [47:09<5:56:01,  1.17s/it]
  8%|▊         | 1581/19900 [47:10<5:50:32,  1.15s/it]
  8%|▊         | 1582/19900 [47:11<5:43:35,  1.13s/it]
  8%|▊         | 1583/19900 [47:12<5:36:00,  1.10s/it]
  8%|▊         | 1584/19900 [47:13<5:29:47,  1.08s/it]
  8%|▊         | 1585/19900 [47:14<5:24:30,  1.06s/it]
  8%|▊         | 1586/19900 [47:15<5:18:26,  1.04s/it]
  8%|▊         | 1587/19900 [47:16<5:10:56,  1.02s/it]
  8%|▊         | 1588/19900 [47:17<5:03:55,  1.00it/s]
  8%|▊         | 1589/19900 [47:18<4:53:15,  1.04it/s]
  8%|▊         | 1590/19900 [47:20<6:15:57,  1.23s/it]
  8%|▊         | 1591/19900 [47:21<6:35:54,  1.30s/it]
  8%|▊         | 1592/19900 [47:22<6:28:57,  1.27s/it]
  8%|▊         | 1593/19900 [47:25<8:48:21,  1.73s/it]
  8%|▊         | 1594/19900 [47:27<9:19:59,  1.84s/it]
  8%|▊         | 1595/19900 [47:29<9:31:17,  1.87s/it]
  8%|▊         | 1596/19900 [47:31<9:31:06,  1.87s/it]
  8%|▊         | 1597/19900 [47:33<9:24:53,  1.85s/it]
  8%|▊         | 1598/19900 [47:35<9:18:01,  1.83s/it]
  8%|▊         | 1599/19900 [47:36<9:06:57,  1.79s/it]
  8%|▊         | 1600/19900 [47:38<8:57:17,  1.76s/it]
                                                      

  8%|▊         | 1600/19900 [47:38<8:57:17,  1.76s/it]
  8%|▊         | 1601/19900 [47:40<8:44:44,  1.72s/it]
  8%|▊         | 1602/19900 [47:41<8:33:01,  1.68s/it]
  8%|▊         | 1603/19900 [47:43<8:22:14,  1.65s/it]
  8%|▊         | 1604/19900 [47:44<8:13:33,  1.62s/it]
  8%|▊         | 1605/19900 [47:46<8:05:19,  1.59s/it]
  8%|▊         | 1606/19900 [47:47<8:02:08,  1.58s/it]
  8%|▊         | 1607/19900 [47:49<7:57:49,  1.57s/it]
  8%|▊         | 1608/19900 [47:50<7:52:43,  1.55s/it]
  8%|▊         | 1609/19900 [47:52<7:47:40,  1.53s/it]
  8%|▊         | 1610/19900 [47:53<7:44:12,  1.52s/it]
  8%|▊         | 1611/19900 [47:55<7:36:52,  1.50s/it]
  8%|▊         | 1612/19900 [47:56<7:31:50,  1.48s/it]
  8%|▊         | 1613/19900 [47:58<7:27:06,  1.47s/it]
  8%|▊         | 1614/19900 [47:59<7:24:43,  1.46s/it]
  8%|▊         | 1615/19900 [48:01<7:20:21,  1.44s/it]
  8%|▊         | 1616/19900 [48:02<7:16:46,  1.43s/it]
  8%|▊         | 1617/19900 [48:03<7:13:31,  1.42s/it]
  8%|▊         | 1618/19900 [48:05<7:07:38,  1.40s/it]
  8%|▊         | 1619/19900 [48:06<7:00:28,  1.38s/it]
  8%|▊         | 1620/19900 [48:07<6:56:34,  1.37s/it]
  8%|▊         | 1621/19900 [48:09<6:50:55,  1.35s/it]
  8%|▊         | 1622/19900 [48:10<6:42:45,  1.32s/it]
  8%|▊         | 1623/19900 [48:11<6:40:39,  1.32s/it]
  8%|▊         | 1624/19900 [48:13<6:40:14,  1.31s/it]
  8%|▊         | 1625/19900 [48:14<6:45:17,  1.33s/it]
  8%|▊         | 1626/19900 [48:15<6:40:12,  1.31s/it]
  8%|▊         | 1627/19900 [48:17<6:31:03,  1.28s/it]
  8%|▊         | 1628/19900 [48:18<6:24:08,  1.26s/it]
  8%|▊         | 1629/19900 [48:19<6:16:57,  1.24s/it]
  8%|▊         | 1630/19900 [48:20<6:10:16,  1.22s/it]
  8%|▊         | 1631/19900 [48:21<6:06:03,  1.20s/it]
  8%|▊         | 1632/19900 [48:22<5:58:47,  1.18s/it]
  8%|▊         | 1633/19900 [48:23<5:52:20,  1.16s/it]
  8%|▊         | 1634/19900 [48:25<5:44:33,  1.13s/it]
  8%|▊         | 1635/19900 [48:26<5:37:30,  1.11s/it]
  8%|▊         | 1636/19900 [48:27<5:29:06,  1.08s/it]
  8%|▊         | 1637/19900 [48:28<5:22:49,  1.06s/it]
  8%|▊         | 1638/19900 [48:29<5:17:45,  1.04s/it]
  8%|▊         | 1639/19900 [48:30<5:11:38,  1.02s/it]
  8%|▊         | 1640/19900 [48:31<5:08:32,  1.01s/it]
  8%|▊         | 1641/19900 [48:31<4:56:05,  1.03it/s]
  8%|▊         | 1642/19900 [48:34<6:55:39,  1.37s/it]
  8%|▊         | 1643/19900 [48:36<8:00:45,  1.58s/it]
  8%|▊         | 1644/19900 [48:38<8:31:37,  1.68s/it]
  8%|▊         | 1645/19900 [48:40<8:47:25,  1.73s/it]
  8%|▊         | 1646/19900 [48:41<8:52:31,  1.75s/it]
  8%|▊         | 1647/19900 [48:43<8:50:31,  1.74s/it]
  8%|▊         | 1648/19900 [48:45<8:43:41,  1.72s/it]
  8%|▊         | 1649/19900 [48:46<8:38:26,  1.70s/it]
  8%|▊         | 1650/19900 [48:48<8:29:40,  1.68s/it]
  8%|▊         | 1651/19900 [48:50<8:22:27,  1.65s/it]
  8%|▊         | 1652/19900 [48:51<8:12:57,  1.62s/it]
  8%|▊         | 1653/19900 [48:53<8:05:59,  1.60s/it]
  8%|▊         | 1654/19900 [48:54<7:58:58,  1.58s/it]
  8%|▊         | 1655/19900 [48:56<7:52:12,  1.55s/it]
  8%|▊         | 1656/19900 [48:57<7:47:55,  1.54s/it]
  8%|▊         | 1657/19900 [48:59<7:48:49,  1.54s/it]
  8%|▊         | 1658/19900 [49:00<7:49:06,  1.54s/it]
  8%|▊         | 1659/19900 [49:02<7:44:14,  1.53s/it]
  8%|▊         | 1660/19900 [49:03<7:41:45,  1.52s/it]
  8%|▊         | 1661/19900 [49:05<7:33:06,  1.49s/it]
  8%|▊         | 1662/19900 [49:06<7:26:23,  1.47s/it]
  8%|▊         | 1663/19900 [49:08<7:20:49,  1.45s/it]
  8%|▊         | 1664/19900 [49:09<7:15:42,  1.43s/it]
  8%|▊         | 1665/19900 [49:10<7:12:56,  1.42s/it]
  8%|▊         | 1666/19900 [49:12<7:09:48,  1.41s/it]
  8%|▊         | 1667/19900 [49:13<7:05:23,  1.40s/it]
  8%|▊         | 1668/19900 [49:14<6:55:19,  1.37s/it]
  8%|▊         | 1669/19900 [49:16<6:52:18,  1.36s/it]
  8%|▊         | 1670/19900 [49:17<6:49:34,  1.35s/it]
  8%|▊         | 1671/19900 [49:18<6:42:55,  1.33s/it]
  8%|▊         | 1672/19900 [49:20<6:35:33,  1.30s/it]
  8%|▊         | 1673/19900 [49:21<6:27:36,  1.28s/it]
  8%|▊         | 1674/19900 [49:22<6:23:21,  1.26s/it]
  8%|▊         | 1675/19900 [49:23<6:19:55,  1.25s/it]
  8%|▊         | 1676/19900 [49:25<6:19:28,  1.25s/it]
  8%|▊         | 1677/19900 [49:26<6:15:22,  1.24s/it]
  8%|▊         | 1678/19900 [49:27<6:10:41,  1.22s/it]
  8%|▊         | 1679/19900 [49:28<6:09:18,  1.22s/it]
  8%|▊         | 1680/19900 [49:29<6:10:10,  1.22s/it]
  8%|▊         | 1681/19900 [49:31<6:05:49,  1.20s/it]
  8%|▊         | 1682/19900 [49:32<5:54:02,  1.17s/it]
  8%|▊         | 1683/19900 [49:33<5:45:19,  1.14s/it]
  8%|▊         | 1684/19900 [49:34<5:36:49,  1.11s/it]
  8%|▊         | 1685/19900 [49:35<5:29:42,  1.09s/it]
  8%|▊         | 1686/19900 [49:36<5:24:29,  1.07s/it]
  8%|▊         | 1687/19900 [49:37<5:19:45,  1.05s/it]
  8%|▊         | 1688/19900 [49:38<5:13:39,  1.03s/it]
  8%|▊         | 1689/19900 [49:39<5:05:15,  1.01s/it]
  8%|▊         | 1690/19900 [49:40<4:54:47,  1.03it/s]
  8%|▊         | 1691/19900 [49:42<6:58:29,  1.38s/it]
  9%|▊         | 1692/19900 [49:44<8:02:44,  1.59s/it]
  9%|▊         | 1693/19900 [49:46<8:35:29,  1.70s/it]
  9%|▊         | 1694/19900 [49:48<8:52:28,  1.75s/it]
  9%|▊         | 1695/19900 [49:50<8:59:23,  1.78s/it]
  9%|▊         | 1696/19900 [49:52<9:01:17,  1.78s/it]
  9%|▊         | 1697/19900 [49:53<8:54:45,  1.76s/it]
  9%|▊         | 1698/19900 [49:55<8:48:27,  1.74s/it]
  9%|▊         | 1699/19900 [49:57<8:43:43,  1.73s/it]
  9%|▊         | 1700/19900 [49:58<8:33:07,  1.69s/it]
                                                      

  9%|▊         | 1700/19900 [49:58<8:33:07,  1.69s/it]
  9%|▊         | 1701/19900 [50:00<8:28:42,  1.68s/it]
  9%|▊         | 1702/19900 [50:02<8:26:31,  1.67s/it]
  9%|▊         | 1703/19900 [50:03<8:18:33,  1.64s/it]
  9%|▊         | 1704/19900 [50:05<8:15:17,  1.63s/it]
  9%|▊         | 1705/19900 [50:06<8:10:49,  1.62s/it]
  9%|▊         | 1706/19900 [50:08<8:00:41,  1.59s/it]
  9%|▊         | 1707/19900 [50:09<7:52:54,  1.56s/it]
  9%|▊         | 1708/19900 [50:11<7:49:00,  1.55s/it]
  9%|▊         | 1709/19900 [50:12<7:46:16,  1.54s/it]
  9%|▊         | 1710/19900 [50:14<7:38:14,  1.51s/it]
  9%|▊         | 1711/19900 [50:15<7:32:04,  1.49s/it]
  9%|▊         | 1712/19900 [50:17<7:32:18,  1.49s/it]
  9%|▊         | 1713/19900 [50:18<7:26:28,  1.47s/it]
  9%|▊         | 1714/19900 [50:20<7:22:00,  1.46s/it]
  9%|▊         | 1715/19900 [50:21<7:17:44,  1.44s/it]
  9%|▊         | 1716/19900 [50:22<7:11:39,  1.42s/it]
  9%|▊         | 1717/19900 [50:24<7:03:34,  1.40s/it]
  9%|▊         | 1718/19900 [50:25<6:57:49,  1.38s/it]
  9%|▊         | 1719/19900 [50:26<6:50:42,  1.36s/it]
  9%|▊         | 1720/19900 [50:28<6:45:46,  1.34s/it]
  9%|▊         | 1721/19900 [50:29<6:39:01,  1.32s/it]
  9%|▊         | 1722/19900 [50:30<6:31:28,  1.29s/it]
  9%|▊         | 1723/19900 [50:31<6:24:59,  1.27s/it]
  9%|▊         | 1724/19900 [50:33<6:18:51,  1.25s/it]
  9%|▊         | 1725/19900 [50:34<6:17:44,  1.25s/it]
  9%|▊         | 1726/19900 [50:35<6:13:09,  1.23s/it]
  9%|▊         | 1727/19900 [50:36<6:13:55,  1.23s/it]
  9%|▊         | 1728/19900 [50:38<6:15:09,  1.24s/it]
  9%|▊         | 1729/19900 [50:39<6:08:46,  1.22s/it]
  9%|▊         | 1730/19900 [50:40<6:01:24,  1.19s/it]
  9%|▊         | 1731/19900 [50:41<5:54:57,  1.17s/it]
  9%|▊         | 1732/19900 [50:42<5:46:57,  1.15s/it]
  9%|▊         | 1733/19900 [50:43<5:40:27,  1.12s/it]
  9%|▊         | 1734/19900 [50:44<5:31:43,  1.10s/it]
  9%|▊         | 1735/19900 [50:45<5:24:14,  1.07s/it]
  9%|▊         | 1736/19900 [50:46<5:15:44,  1.04s/it]
  9%|▊         | 1737/19900 [50:47<5:08:01,  1.02s/it]
  9%|▊         | 1738/19900 [50:48<5:02:34,  1.00it/s]
  9%|▊         | 1739/19900 [50:49<4:50:51,  1.04it/s]
  9%|▊         | 1740/19900 [50:51<7:03:30,  1.40s/it]
  9%|▊         | 1741/19900 [50:54<8:19:00,  1.65s/it]
  9%|▉         | 1742/19900 [50:56<8:52:12,  1.76s/it]
  9%|▉         | 1743/19900 [50:57<9:07:13,  1.81s/it]
  9%|▉         | 1744/19900 [50:59<9:09:06,  1.81s/it]
  9%|▉         | 1745/19900 [51:01<9:04:49,  1.80s/it]
  9%|▉         | 1746/19900 [51:03<9:03:21,  1.80s/it]
  9%|▉         | 1747/19900 [51:05<8:56:43,  1.77s/it]
  9%|▉         | 1748/19900 [51:06<8:49:13,  1.75s/it]
  9%|▉         | 1749/19900 [51:08<8:41:08,  1.72s/it]
  9%|▉         | 1750/19900 [51:10<8:30:23,  1.69s/it]
  9%|▉         | 1751/19900 [51:11<8:21:32,  1.66s/it]
  9%|▉         | 1752/19900 [51:13<8:21:01,  1.66s/it]
  9%|▉         | 1753/19900 [51:14<8:17:20,  1.64s/it]
  9%|▉         | 1754/19900 [51:16<8:05:02,  1.60s/it]
  9%|▉         | 1755/19900 [51:17<7:58:21,  1.58s/it]
  9%|▉         | 1756/19900 [51:19<7:52:40,  1.56s/it]
  9%|▉         | 1757/19900 [51:20<7:48:29,  1.55s/it]
  9%|▉         | 1758/19900 [51:22<7:50:00,  1.55s/it]
  9%|▉         | 1759/19900 [51:24<7:42:30,  1.53s/it]
  9%|▉         | 1760/19900 [51:25<7:35:07,  1.51s/it]
  9%|▉         | 1761/19900 [51:27<7:38:57,  1.52s/it]
  9%|▉         | 1762/19900 [51:28<7:29:51,  1.49s/it]
  9%|▉         | 1763/19900 [51:29<7:21:54,  1.46s/it]
  9%|▉         | 1764/19900 [51:31<7:15:14,  1.44s/it]
  9%|▉         | 1765/19900 [51:32<7:08:40,  1.42s/it]
  9%|▉         | 1766/19900 [51:33<7:01:47,  1.40s/it]
  9%|▉         | 1767/19900 [51:35<6:58:52,  1.39s/it]
  9%|▉         | 1768/19900 [51:36<6:52:25,  1.36s/it]
  9%|▉         | 1769/19900 [51:37<6:47:52,  1.35s/it]
  9%|▉         | 1770/19900 [51:39<6:45:57,  1.34s/it]
  9%|▉         | 1771/19900 [51:40<6:38:08,  1.32s/it]
  9%|▉         | 1772/19900 [51:41<6:32:28,  1.30s/it]
  9%|▉         | 1773/19900 [51:42<6:25:09,  1.27s/it]
  9%|▉         | 1774/19900 [51:44<6:19:18,  1.26s/it]
  9%|▉         | 1775/19900 [51:45<6:15:31,  1.24s/it]
  9%|▉         | 1776/19900 [51:46<6:10:06,  1.23s/it]
  9%|▉         | 1777/19900 [51:47<6:06:19,  1.21s/it]
  9%|▉         | 1778/19900 [51:48<6:01:44,  1.20s/it]
  9%|▉         | 1779/19900 [51:50<5:59:17,  1.19s/it]
  9%|▉         | 1780/19900 [51:51<5:54:44,  1.17s/it]
  9%|▉         | 1781/19900 [51:52<5:46:57,  1.15s/it]
  9%|▉         | 1782/19900 [51:53<5:39:49,  1.13s/it]
  9%|▉         | 1783/19900 [51:54<5:31:41,  1.10s/it]
  9%|▉         | 1784/19900 [51:55<5:23:48,  1.07s/it]
  9%|▉         | 1785/19900 [51:56<5:15:38,  1.05s/it]
  9%|▉         | 1786/19900 [51:57<5:08:36,  1.02s/it]
  9%|▉         | 1787/19900 [51:58<5:01:45,  1.00it/s]
  9%|▉         | 1788/19900 [51:59<4:51:01,  1.04it/s]
  9%|▉         | 1789/19900 [52:01<6:11:55,  1.23s/it]
  9%|▉         | 1790/19900 [52:02<6:28:16,  1.29s/it]
  9%|▉         | 1791/19900 [52:03<6:15:00,  1.24s/it]
  9%|▉         | 1792/19900 [52:06<8:15:53,  1.64s/it]
  9%|▉         | 1793/19900 [52:08<8:49:35,  1.75s/it]
  9%|▉         | 1794/19900 [52:10<8:58:36,  1.78s/it]
  9%|▉         | 1795/19900 [52:11<9:00:49,  1.79s/it]
  9%|▉         | 1796/19900 [52:13<8:55:41,  1.78s/it]
  9%|▉         | 1797/19900 [52:15<8:48:10,  1.75s/it]
  9%|▉         | 1798/19900 [52:16<8:38:25,  1.72s/it]
  9%|▉         | 1799/19900 [52:18<8:28:40,  1.69s/it]
  9%|▉         | 1800/19900 [52:20<8:19:02,  1.65s/it]
                                                      

  9%|▉         | 1800/19900 [52:20<8:19:02,  1.65s/it]
  9%|▉         | 1801/19900 [52:21<8:12:41,  1.63s/it]
  9%|▉         | 1802/19900 [52:23<8:09:06,  1.62s/it]
  9%|▉         | 1803/19900 [52:24<8:09:07,  1.62s/it]
  9%|▉         | 1804/19900 [52:26<8:03:55,  1.60s/it]
  9%|▉         | 1805/19900 [52:28<7:57:36,  1.58s/it]
  9%|▉         | 1806/19900 [52:29<7:51:19,  1.56s/it]
  9%|▉         | 1807/19900 [52:31<7:45:04,  1.54s/it]
  9%|▉         | 1808/19900 [52:32<7:40:50,  1.53s/it]
  9%|▉         | 1809/19900 [52:34<7:38:45,  1.52s/it]
  9%|▉         | 1810/19900 [52:35<7:41:01,  1.53s/it]
  9%|▉         | 1811/19900 [52:37<7:34:36,  1.51s/it]
  9%|▉         | 1812/19900 [52:38<7:29:10,  1.49s/it]
  9%|▉         | 1813/19900 [52:39<7:23:41,  1.47s/it]
  9%|▉         | 1814/19900 [52:41<7:18:18,  1.45s/it]
  9%|▉         | 1815/19900 [52:42<7:15:18,  1.44s/it]
  9%|▉         | 1816/19900 [52:44<7:08:50,  1.42s/it]
  9%|▉         | 1817/19900 [52:45<7:04:21,  1.41s/it]
  9%|▉         | 1818/19900 [52:46<6:56:09,  1.38s/it]
  9%|▉         | 1819/19900 [52:48<6:49:27,  1.36s/it]
  9%|▉         | 1820/19900 [52:49<6:43:31,  1.34s/it]
  9%|▉         | 1821/19900 [52:50<6:35:51,  1.31s/it]
  9%|▉         | 1822/19900 [52:52<6:38:31,  1.32s/it]
  9%|▉         | 1823/19900 [52:53<6:33:53,  1.31s/it]
  9%|▉         | 1824/19900 [52:54<6:29:11,  1.29s/it]
  9%|▉         | 1825/19900 [52:55<6:25:12,  1.28s/it]
  9%|▉         | 1826/19900 [52:57<6:31:01,  1.30s/it]
  9%|▉         | 1827/19900 [52:58<6:21:30,  1.27s/it]
  9%|▉         | 1828/19900 [52:59<6:15:09,  1.25s/it]
  9%|▉         | 1829/19900 [53:00<6:11:18,  1.23s/it]
  9%|▉         | 1830/19900 [53:01<6:08:22,  1.22s/it]
  9%|▉         | 1831/19900 [53:03<6:01:04,  1.20s/it]
  9%|▉         | 1832/19900 [53:04<5:53:25,  1.17s/it]
  9%|▉         | 1833/19900 [53:05<5:44:42,  1.14s/it]
  9%|▉         | 1834/19900 [53:06<5:36:10,  1.12s/it]
  9%|▉         | 1835/19900 [53:07<5:30:14,  1.10s/it]
  9%|▉         | 1836/19900 [53:08<5:24:04,  1.08s/it]
  9%|▉         | 1837/19900 [53:09<5:17:53,  1.06s/it]
  9%|▉         | 1838/19900 [53:10<5:09:08,  1.03s/it]
  9%|▉         | 1839/19900 [53:11<5:03:04,  1.01s/it]
  9%|▉         | 1840/19900 [53:12<4:49:42,  1.04it/s]
  9%|▉         | 1841/19900 [53:14<7:05:18,  1.41s/it]
  9%|▉         | 1842/19900 [53:16<8:08:08,  1.62s/it]
  9%|▉         | 1843/19900 [53:18<8:37:24,  1.72s/it]
  9%|▉         | 1844/19900 [53:20<8:53:32,  1.77s/it]
  9%|▉         | 1845/19900 [53:22<8:57:47,  1.79s/it]
  9%|▉         | 1846/19900 [53:24<9:05:24,  1.81s/it]
  9%|▉         | 1847/19900 [53:26<8:57:57,  1.79s/it]
  9%|▉         | 1848/19900 [53:27<8:50:33,  1.76s/it]
  9%|▉         | 1849/19900 [53:29<8:38:40,  1.72s/it]
  9%|▉         | 1850/19900 [53:31<8:31:00,  1.70s/it]
  9%|▉         | 1851/19900 [53:32<8:24:00,  1.68s/it]
  9%|▉         | 1852/19900 [53:34<8:22:41,  1.67s/it]
  9%|▉         | 1853/19900 [53:36<8:24:01,  1.68s/it]
  9%|▉         | 1854/19900 [53:37<8:11:57,  1.64s/it]
  9%|▉         | 1855/19900 [53:39<8:03:10,  1.61s/it]
  9%|▉         | 1856/19900 [53:40<7:55:59,  1.58s/it]
  9%|▉         | 1857/19900 [53:42<7:48:34,  1.56s/it]
  9%|▉         | 1858/19900 [53:43<7:44:46,  1.55s/it]
  9%|▉         | 1859/19900 [53:45<7:38:55,  1.53s/it]
  9%|▉         | 1860/19900 [53:46<7:33:55,  1.51s/it]
  9%|▉         | 1861/19900 [53:48<7:28:10,  1.49s/it]
  9%|▉         | 1862/19900 [53:49<7:30:56,  1.50s/it]
  9%|▉         | 1863/19900 [53:50<7:25:39,  1.48s/it]
  9%|▉         | 1864/19900 [53:52<7:18:51,  1.46s/it]
  9%|▉         | 1865/19900 [53:53<7:13:15,  1.44s/it]
  9%|▉         | 1866/19900 [53:55<7:05:09,  1.41s/it]
  9%|▉         | 1867/19900 [53:56<6:57:08,  1.39s/it]
  9%|▉         | 1868/19900 [53:57<6:50:08,  1.36s/it]
  9%|▉         | 1869/19900 [53:59<6:45:26,  1.35s/it]
  9%|▉         | 1870/19900 [54:00<6:37:40,  1.32s/it]
  9%|▉         | 1871/19900 [54:01<6:39:43,  1.33s/it]
  9%|▉         | 1872/19900 [54:03<6:36:32,  1.32s/it]
  9%|▉         | 1873/19900 [54:04<6:27:04,  1.29s/it]
  9%|▉         | 1874/19900 [54:05<6:20:51,  1.27s/it]
  9%|▉         | 1875/19900 [54:06<6:15:21,  1.25s/it]
  9%|▉         | 1876/19900 [54:07<6:10:01,  1.23s/it]
  9%|▉         | 1877/19900 [54:09<6:04:42,  1.21s/it]
  9%|▉         | 1878/19900 [54:10<6:01:13,  1.20s/it]
  9%|▉         | 1879/19900 [54:11<5:57:13,  1.19s/it]
  9%|▉         | 1880/19900 [54:12<5:51:26,  1.17s/it]
  9%|▉         | 1881/19900 [54:13<5:45:10,  1.15s/it]
  9%|▉         | 1882/19900 [54:14<5:39:33,  1.13s/it]
  9%|▉         | 1883/19900 [54:15<5:33:21,  1.11s/it]
  9%|▉         | 1884/19900 [54:16<5:29:25,  1.10s/it]
  9%|▉         | 1885/19900 [54:17<5:22:50,  1.08s/it]
  9%|▉         | 1886/19900 [54:18<5:14:18,  1.05s/it]
  9%|▉         | 1887/19900 [54:19<5:07:43,  1.02s/it]
  9%|▉         | 1888/19900 [54:20<5:00:31,  1.00s/it]
  9%|▉         | 1889/19900 [54:21<4:50:44,  1.03it/s]
  9%|▉         | 1890/19900 [54:23<6:56:30,  1.39s/it]
 10%|▉         | 1891/19900 [54:26<8:05:18,  1.62s/it]
 10%|▉         | 1892/19900 [54:28<8:36:05,  1.72s/it]
 10%|▉         | 1893/19900 [54:29<8:45:17,  1.75s/it]
 10%|▉         | 1894/19900 [54:31<8:43:39,  1.74s/it]
 10%|▉         | 1895/19900 [54:33<8:37:45,  1.73s/it]
 10%|▉         | 1896/19900 [54:34<8:32:26,  1.71s/it]
 10%|▉         | 1897/19900 [54:36<8:24:35,  1.68s/it]
 10%|▉         | 1898/19900 [54:38<8:22:20,  1.67s/it]
 10%|▉         | 1899/19900 [54:39<8:18:50,  1.66s/it]
 10%|▉         | 1900/19900 [54:41<8:11:41,  1.64s/it]
                                                      

 10%|▉         | 1900/19900 [54:41<8:11:41,  1.64s/it]
 10%|▉         | 1901/19900 [54:43<8:09:29,  1.63s/it]
 10%|▉         | 1902/19900 [54:44<8:02:32,  1.61s/it]
 10%|▉         | 1903/19900 [54:46<8:01:23,  1.60s/it]
 10%|▉         | 1904/19900 [54:47<7:58:51,  1.60s/it]
 10%|▉         | 1905/19900 [54:49<7:51:45,  1.57s/it]
 10%|▉         | 1906/19900 [54:50<7:44:23,  1.55s/it]
 10%|▉         | 1907/19900 [54:52<7:39:03,  1.53s/it]
 10%|▉         | 1908/19900 [54:53<7:32:48,  1.51s/it]
 10%|▉         | 1909/19900 [54:55<7:30:46,  1.50s/it]
 10%|▉         | 1910/19900 [54:56<7:28:33,  1.50s/it]
 10%|▉         | 1911/19900 [54:58<7:19:07,  1.46s/it]
 10%|▉         | 1912/19900 [54:59<7:16:06,  1.45s/it]
 10%|▉         | 1913/19900 [55:01<7:15:15,  1.45s/it]
 10%|▉         | 1914/19900 [55:02<7:09:02,  1.43s/it]
 10%|▉         | 1915/19900 [55:03<7:08:14,  1.43s/it]
 10%|▉         | 1916/19900 [55:05<7:00:26,  1.40s/it]
 10%|▉         | 1917/19900 [55:06<6:50:50,  1.37s/it]
 10%|▉         | 1918/19900 [55:07<6:49:47,  1.37s/it]
 10%|▉         | 1919/19900 [55:09<6:39:16,  1.33s/it]
 10%|▉         | 1920/19900 [55:10<6:33:07,  1.31s/it]
 10%|▉         | 1921/19900 [55:11<6:28:32,  1.30s/it]
 10%|▉         | 1922/19900 [55:12<6:21:44,  1.27s/it]
 10%|▉         | 1923/19900 [55:14<6:18:48,  1.26s/it]
 10%|▉         | 1924/19900 [55:15<6:14:32,  1.25s/it]
 10%|▉         | 1925/19900 [55:16<6:14:00,  1.25s/it]
 10%|▉         | 1926/19900 [55:17<6:09:05,  1.23s/it]
 10%|▉         | 1927/19900 [55:18<6:06:16,  1.22s/it]
 10%|▉         | 1928/19900 [55:20<6:01:59,  1.21s/it]
 10%|▉         | 1929/19900 [55:21<5:54:26,  1.18s/it]
 10%|▉         | 1930/19900 [55:22<5:48:01,  1.16s/it]
 10%|▉         | 1931/19900 [55:23<5:43:38,  1.15s/it]
 10%|▉         | 1932/19900 [55:24<5:39:02,  1.13s/it]
 10%|▉         | 1933/19900 [55:25<5:30:52,  1.10s/it]
 10%|▉         | 1934/19900 [55:26<5:20:06,  1.07s/it]
 10%|▉         | 1935/19900 [55:27<5:13:39,  1.05s/it]
 10%|▉         | 1936/19900 [55:28<5:09:01,  1.03s/it]
 10%|▉         | 1937/19900 [55:29<5:05:30,  1.02s/it]
 10%|▉         | 1938/19900 [55:30<4:52:21,  1.02it/s]
 10%|▉         | 1939/19900 [55:32<7:00:42,  1.41s/it]
 10%|▉         | 1940/19900 [55:34<7:57:58,  1.60s/it]
 10%|▉         | 1941/19900 [55:36<8:34:41,  1.72s/it]
 10%|▉         | 1942/19900 [55:38<8:55:47,  1.79s/it]
 10%|▉         | 1943/19900 [55:40<9:05:28,  1.82s/it]
 10%|▉         | 1944/19900 [55:42<9:04:13,  1.82s/it]
 10%|▉         | 1945/19900 [55:44<8:58:17,  1.80s/it]
 10%|▉         | 1946/19900 [55:46<8:53:30,  1.78s/it]
 10%|▉         | 1947/19900 [55:47<8:54:16,  1.79s/it]
 10%|▉         | 1948/19900 [55:49<8:37:38,  1.73s/it]
 10%|▉         | 1949/19900 [55:51<8:26:43,  1.69s/it]
 10%|▉         | 1950/19900 [55:52<8:18:17,  1.67s/it]
 10%|▉         | 1951/19900 [55:54<8:12:56,  1.65s/it]
 10%|▉         | 1952/19900 [55:55<8:04:13,  1.62s/it]
 10%|▉         | 1953/19900 [55:57<7:58:11,  1.60s/it]
 10%|▉         | 1954/19900 [55:58<7:51:40,  1.58s/it]
 10%|▉         | 1955/19900 [56:00<7:43:05,  1.55s/it]
 10%|▉         | 1956/19900 [56:01<7:35:55,  1.52s/it]
 10%|▉         | 1957/19900 [56:03<7:31:03,  1.51s/it]
 10%|▉         | 1958/19900 [56:04<7:31:52,  1.51s/it]
 10%|▉         | 1959/19900 [56:06<7:26:43,  1.49s/it]
 10%|▉         | 1960/19900 [56:07<7:28:19,  1.50s/it]
 10%|▉         | 1961/19900 [56:09<7:23:38,  1.48s/it]
 10%|▉         | 1962/19900 [56:10<7:11:35,  1.44s/it]
 10%|▉         | 1963/19900 [56:11<7:00:23,  1.41s/it]
 10%|▉         | 1964/19900 [56:13<6:51:25,  1.38s/it]
 10%|▉         | 1965/19900 [56:14<6:44:15,  1.35s/it]
 10%|▉         | 1966/19900 [56:15<6:33:51,  1.32s/it]
 10%|▉         | 1967/19900 [56:16<6:24:55,  1.29s/it]
 10%|▉         | 1968/19900 [56:18<6:19:37,  1.27s/it]
 10%|▉         | 1969/19900 [56:19<6:19:20,  1.27s/it]
 10%|▉         | 1970/19900 [56:20<6:23:52,  1.28s/it]
 10%|▉         | 1971/19900 [56:22<6:21:08,  1.28s/it]
 10%|▉         | 1972/19900 [56:23<6:17:08,  1.26s/it]
 10%|▉         | 1973/19900 [56:24<6:13:42,  1.25s/it]
 10%|▉         | 1974/19900 [56:25<6:10:22,  1.24s/it]
 10%|▉         | 1975/19900 [56:26<6:08:19,  1.23s/it]
 10%|▉         | 1976/19900 [56:28<6:03:24,  1.22s/it]
 10%|▉         | 1977/19900 [56:29<5:59:30,  1.20s/it]
 10%|▉         | 1978/19900 [56:30<5:54:45,  1.19s/it]
 10%|▉         | 1979/19900 [56:31<5:48:13,  1.17s/it]
 10%|▉         | 1980/19900 [56:32<5:39:58,  1.14s/it]
 10%|▉         | 1981/19900 [56:33<5:36:23,  1.13s/it]
 10%|▉         | 1982/19900 [56:34<5:31:13,  1.11s/it]
 10%|▉         | 1983/19900 [56:35<5:22:02,  1.08s/it]
 10%|▉         | 1984/19900 [56:36<5:14:09,  1.05s/it]
 10%|▉         | 1985/19900 [56:37<5:18:43,  1.07s/it]
 10%|▉         | 1986/19900 [56:38<5:07:59,  1.03s/it]
 10%|▉         | 1987/19900 [56:39<4:53:31,  1.02it/s]
 10%|▉         | 1988/19900 [56:41<6:11:22,  1.24s/it]
 10%|▉         | 1989/19900 [56:42<6:26:35,  1.30s/it]
 10%|█         | 1990/19900 [56:44<6:14:16,  1.25s/it]
 10%|█         | 1991/19900 [56:46<8:24:54,  1.69s/it]
 10%|█         | 1992/19900 [56:48<9:03:15,  1.82s/it]
 10%|█         | 1993/19900 [56:50<9:19:57,  1.88s/it]
 10%|█         | 1994/19900 [56:52<9:20:38,  1.88s/it]
 10%|█         | 1995/19900 [56:54<9:23:31,  1.89s/it]
 10%|█         | 1996/19900 [56:56<9:11:03,  1.85s/it]
 10%|█         | 1997/19900 [56:58<8:59:34,  1.81s/it]
 10%|█         | 1998/19900 [56:59<8:49:05,  1.77s/it]
 10%|█         | 1999/19900 [57:01<8:39:41,  1.74s/it]
 10%|█         | 2000/19900 [57:03<8:31:07,  1.71s/it]
                                                      

 10%|█         | 2000/19900 [57:03<8:31:07,  1.71s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 6.074538230895996, 'eval_wer': 1.0, 'eval_cer': 1.0, 'eval_runtime': 122.7663, 'eval_samples_per_second': 24.095, 'eval_steps_per_second': 3.014, 'epoch': 7.54}
{'loss': 6.0461, 'learning_rate': 5.988749999999999e-05, 'epoch': 8.04}
{'loss': 5.9929, 'learning_rate': 6.36375e-05, 'epoch': 8.54}
{'loss': 6.0191, 'learning_rate': 6.738749999999999e-05, 'epoch': 9.05}
{'loss': 5.938, 'learning_rate': 7.11375e-05, 'epoch': 9.55}
{'loss': 5.9357, 'learning_rate': 7.48875e-05, 'epoch': 10.05}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.84it/s]

  1%|          | 3/370 [00:00<01:02,  5.91it/s]

  1%|          | 4/370 [00:00<01:13,  4.98it/s]

  1%|▏         | 5/370 [00:00<01:18,  4.63it/s]

  2%|▏         | 6/370 [00:01<01:12,  5.00it/s]

  2%|▏         | 7/370 [00:01<01:22,  4.42it/s]

  2%|▏         | 8/370 [00:01<01:19,  4.57it/s]

  2%|▏         | 9/370 [00:01<01:20,  4.50it/s]

  3%|▎         | 10/370 [00:02<01:19,  4.52it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.48it/s]

  3%|▎         | 12/370 [00:02<01:20,  4.44it/s]

  4%|▎         | 13/370 [00:02<01:21,  4.40it/s]

  4%|▍         | 14/370 [00:03<01:26,  4.11it/s]

  4%|▍         | 15/370 [00:03<01:21,  4.34it/s]

  4%|▍         | 16/370 [00:03<01:23,  4.25it/s]

  5%|▍         | 17/370 [00:03<01:17,  4.55it/s]

  5%|▍         | 18/370 [00:03<01:13,  4.81it/s]

  5%|▌         | 19/370 [00:04<01:16,  4.57it/s]

  5%|▌         | 20/370 [00:04<01:19,  4.40it/s]

  6%|▌         | 21/370 [00:04<01:16,  4.55it/s]

  6%|▌         | 22/370 [00:04<01:11,  4.83it/s]

  6%|▌         | 23/370 [00:04<01:11,  4.87it/s]

  6%|▋         | 24/370 [00:05<01:13,  4.69it/s]

  7%|▋         | 25/370 [00:05<01:17,  4.48it/s]

  7%|▋         | 26/370 [00:05<01:13,  4.71it/s]

  7%|▋         | 27/370 [00:05<01:13,  4.69it/s]

  8%|▊         | 28/370 [00:06<01:14,  4.60it/s]

  8%|▊         | 29/370 [00:06<01:21,  4.20it/s]

  8%|▊         | 30/370 [00:06<01:20,  4.23it/s]

  8%|▊         | 31/370 [00:06<01:18,  4.34it/s]

  9%|▊         | 32/370 [00:06<01:15,  4.45it/s]

  9%|▉         | 33/370 [00:07<01:15,  4.48it/s]

  9%|▉         | 34/370 [00:07<01:14,  4.48it/s]

  9%|▉         | 35/370 [00:07<01:18,  4.26it/s]

 10%|▉         | 36/370 [00:07<01:17,  4.30it/s]

 10%|█         | 37/370 [00:08<01:13,  4.52it/s]

 10%|█         | 38/370 [00:08<01:13,  4.50it/s]

 11%|█         | 39/370 [00:08<01:10,  4.69it/s]

 11%|█         | 40/370 [00:08<01:11,  4.59it/s]

 11%|█         | 41/370 [00:08<01:12,  4.52it/s]

 11%|█▏        | 42/370 [00:09<01:19,  4.14it/s]

 12%|█▏        | 43/370 [00:09<01:19,  4.11it/s]

 12%|█▏        | 44/370 [00:09<01:16,  4.29it/s]

 12%|█▏        | 45/370 [00:10<01:22,  3.92it/s]

 12%|█▏        | 46/370 [00:10<01:20,  4.04it/s]

 13%|█▎        | 47/370 [00:10<01:26,  3.73it/s]

 13%|█▎        | 48/370 [00:10<01:26,  3.72it/s]

 13%|█▎        | 49/370 [00:11<01:19,  4.05it/s]

 14%|█▎        | 50/370 [00:11<01:11,  4.48it/s]

 14%|█▍        | 51/370 [00:11<01:14,  4.31it/s]

 14%|█▍        | 52/370 [00:11<01:08,  4.66it/s]

 14%|█▍        | 53/370 [00:11<01:10,  4.48it/s]

 15%|█▍        | 54/370 [00:12<01:07,  4.66it/s]

 15%|█▍        | 55/370 [00:12<01:11,  4.41it/s]

 15%|█▌        | 56/370 [00:12<01:10,  4.43it/s]

 15%|█▌        | 57/370 [00:12<01:04,  4.85it/s]

 16%|█▌        | 58/370 [00:12<01:11,  4.37it/s]

 16%|█▌        | 59/370 [00:13<01:10,  4.43it/s]

 16%|█▌        | 60/370 [00:13<01:07,  4.62it/s]

 16%|█▋        | 61/370 [00:13<01:05,  4.69it/s]

 17%|█▋        | 62/370 [00:13<01:06,  4.62it/s]

 17%|█▋        | 63/370 [00:14<01:02,  4.94it/s]

 17%|█▋        | 64/370 [00:14<01:01,  4.99it/s]

 18%|█▊        | 65/370 [00:14<01:03,  4.79it/s]

 18%|█▊        | 66/370 [00:14<01:10,  4.30it/s]

 18%|█▊        | 67/370 [00:14<01:10,  4.27it/s]

 18%|█▊        | 68/370 [00:15<01:13,  4.09it/s]

 19%|█▊        | 69/370 [00:15<01:07,  4.45it/s]

 19%|█▉        | 70/370 [00:15<01:05,  4.59it/s]

 19%|█▉        | 71/370 [00:15<01:08,  4.38it/s]

 19%|█▉        | 72/370 [00:16<01:02,  4.78it/s]

 20%|█▉        | 73/370 [00:16<01:02,  4.76it/s]

 20%|██        | 74/370 [00:16<01:05,  4.52it/s]

 20%|██        | 75/370 [00:16<01:06,  4.42it/s]

 21%|██        | 76/370 [00:16<01:03,  4.64it/s]

 21%|██        | 77/370 [00:17<01:01,  4.78it/s]

 21%|██        | 78/370 [00:17<01:03,  4.61it/s]

 21%|██▏       | 79/370 [00:17<01:03,  4.57it/s]

 22%|██▏       | 80/370 [00:17<01:03,  4.54it/s]

 22%|██▏       | 81/370 [00:17<01:02,  4.64it/s]

 22%|██▏       | 82/370 [00:18<01:02,  4.62it/s]

 22%|██▏       | 83/370 [00:18<01:04,  4.44it/s]

 23%|██▎       | 84/370 [00:18<01:05,  4.37it/s]

 23%|██▎       | 85/370 [00:18<01:02,  4.57it/s]

 23%|██▎       | 86/370 [00:19<01:01,  4.60it/s]

 24%|██▎       | 87/370 [00:19<01:00,  4.65it/s]

 24%|██▍       | 88/370 [00:19<01:04,  4.40it/s]

 24%|██▍       | 89/370 [00:19<01:04,  4.34it/s]

 24%|██▍       | 90/370 [00:20<01:02,  4.45it/s]

 25%|██▍       | 91/370 [00:20<01:01,  4.51it/s]

 25%|██▍       | 92/370 [00:20<01:03,  4.35it/s]

 25%|██▌       | 93/370 [00:20<01:06,  4.18it/s]

 25%|██▌       | 94/370 [00:20<01:05,  4.23it/s]

 26%|██▌       | 95/370 [00:21<01:09,  3.94it/s]

 26%|██▌       | 96/370 [00:21<01:09,  3.92it/s]

 26%|██▌       | 97/370 [00:21<01:06,  4.10it/s]

 26%|██▋       | 98/370 [00:21<01:03,  4.25it/s]

 27%|██▋       | 99/370 [00:22<01:02,  4.33it/s]

 27%|██▋       | 100/370 [00:22<01:00,  4.48it/s]

 27%|██▋       | 101/370 [00:22<00:58,  4.58it/s]

 28%|██▊       | 102/370 [00:22<00:56,  4.71it/s]

 28%|██▊       | 103/370 [00:22<00:54,  4.94it/s]

 28%|██▊       | 104/370 [00:23<01:00,  4.41it/s]

 28%|██▊       | 105/370 [00:23<00:58,  4.50it/s]

 29%|██▊       | 106/370 [00:23<01:00,  4.36it/s]

 29%|██▉       | 107/370 [00:23<00:59,  4.42it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.46it/s]

 29%|██▉       | 109/370 [00:24<01:00,  4.29it/s]

 30%|██▉       | 110/370 [00:24<00:57,  4.51it/s]

 30%|███       | 111/370 [00:24<00:56,  4.61it/s]

 30%|███       | 112/370 [00:25<00:57,  4.49it/s]

 31%|███       | 113/370 [00:25<00:56,  4.52it/s]

 31%|███       | 114/370 [00:25<00:55,  4.59it/s]

 31%|███       | 115/370 [00:25<00:58,  4.34it/s]

 31%|███▏      | 116/370 [00:26<01:03,  4.00it/s]

 32%|███▏      | 117/370 [00:26<01:05,  3.86it/s]

 32%|███▏      | 118/370 [00:26<01:03,  3.94it/s]

 32%|███▏      | 119/370 [00:26<01:01,  4.08it/s]

 32%|███▏      | 120/370 [00:26<00:58,  4.24it/s]

 33%|███▎      | 121/370 [00:27<00:57,  4.32it/s]

 33%|███▎      | 122/370 [00:27<00:57,  4.35it/s]

 33%|███▎      | 123/370 [00:27<00:54,  4.55it/s]

 34%|███▎      | 124/370 [00:27<00:49,  4.93it/s]

 34%|███▍      | 125/370 [00:28<00:52,  4.65it/s]

 34%|███▍      | 126/370 [00:28<00:52,  4.63it/s]

 34%|███▍      | 127/370 [00:28<00:54,  4.42it/s]

 35%|███▍      | 128/370 [00:28<00:55,  4.33it/s]

 35%|███▍      | 129/370 [00:29<01:00,  4.01it/s]

 35%|███▌      | 130/370 [00:29<01:01,  3.93it/s]

 35%|███▌      | 131/370 [00:29<01:03,  3.78it/s]

 36%|███▌      | 132/370 [00:29<00:57,  4.11it/s]

 36%|███▌      | 133/370 [00:30<00:55,  4.23it/s]

 36%|███▌      | 134/370 [00:30<00:55,  4.23it/s]

 36%|███▋      | 135/370 [00:30<00:56,  4.18it/s]

 37%|███▋      | 136/370 [00:30<00:55,  4.25it/s]

 37%|███▋      | 137/370 [00:30<00:55,  4.23it/s]

 37%|███▋      | 138/370 [00:31<00:54,  4.25it/s]

 38%|███▊      | 139/370 [00:31<00:52,  4.37it/s]

 38%|███▊      | 140/370 [00:31<00:50,  4.55it/s]

 38%|███▊      | 141/370 [00:31<00:54,  4.24it/s]

 38%|███▊      | 142/370 [00:32<00:55,  4.11it/s]

 39%|███▊      | 143/370 [00:32<00:54,  4.18it/s]

 39%|███▉      | 144/370 [00:32<00:55,  4.04it/s]

 39%|███▉      | 145/370 [00:32<00:58,  3.82it/s]

 39%|███▉      | 146/370 [00:33<00:56,  3.99it/s]

 40%|███▉      | 147/370 [00:33<00:55,  4.05it/s]

 40%|████      | 148/370 [00:33<00:56,  3.93it/s]

 40%|████      | 149/370 [00:33<00:53,  4.10it/s]

 41%|████      | 150/370 [00:34<00:51,  4.24it/s]

 41%|████      | 151/370 [00:34<00:50,  4.34it/s]

 41%|████      | 152/370 [00:34<00:50,  4.32it/s]

 41%|████▏     | 153/370 [00:34<00:50,  4.29it/s]

 42%|████▏     | 154/370 [00:35<00:50,  4.27it/s]

 42%|████▏     | 155/370 [00:35<00:50,  4.28it/s]

 42%|████▏     | 156/370 [00:35<00:52,  4.07it/s]

 42%|████▏     | 157/370 [00:35<00:53,  3.96it/s]

 43%|████▎     | 158/370 [00:36<00:53,  3.97it/s]

 43%|████▎     | 159/370 [00:36<00:50,  4.19it/s]

 43%|████▎     | 160/370 [00:36<00:51,  4.04it/s]

 44%|████▎     | 161/370 [00:36<00:52,  4.00it/s]

 44%|████▍     | 162/370 [00:37<00:52,  3.94it/s]

 44%|████▍     | 163/370 [00:37<00:50,  4.10it/s]

 44%|████▍     | 164/370 [00:37<00:49,  4.13it/s]

 45%|████▍     | 165/370 [00:37<00:52,  3.93it/s]

 45%|████▍     | 166/370 [00:38<00:52,  3.88it/s]

 45%|████▌     | 167/370 [00:38<00:52,  3.84it/s]

 45%|████▌     | 168/370 [00:38<00:50,  4.01it/s]

 46%|████▌     | 169/370 [00:38<00:48,  4.13it/s]

 46%|████▌     | 170/370 [00:39<00:48,  4.09it/s]

 46%|████▌     | 171/370 [00:39<00:54,  3.65it/s]

 46%|████▋     | 172/370 [00:39<00:49,  4.02it/s]

 47%|████▋     | 173/370 [00:39<00:43,  4.49it/s]

 47%|████▋     | 174/370 [00:39<00:45,  4.30it/s]

 47%|████▋     | 175/370 [00:40<00:44,  4.40it/s]

 48%|████▊     | 176/370 [00:40<00:42,  4.55it/s]

 48%|████▊     | 177/370 [00:40<00:44,  4.33it/s]

 48%|████▊     | 178/370 [00:40<00:42,  4.49it/s]

 48%|████▊     | 179/370 [00:41<00:44,  4.33it/s]

 49%|████▊     | 180/370 [00:41<00:41,  4.56it/s]

 49%|████▉     | 181/370 [00:41<00:41,  4.54it/s]

 49%|████▉     | 182/370 [00:41<00:40,  4.59it/s]

 49%|████▉     | 183/370 [00:41<00:43,  4.30it/s]

 50%|████▉     | 184/370 [00:42<00:43,  4.29it/s]

 50%|█████     | 185/370 [00:42<00:42,  4.37it/s]

 50%|█████     | 186/370 [00:42<00:42,  4.33it/s]

 51%|█████     | 187/370 [00:42<00:43,  4.22it/s]

 51%|█████     | 188/370 [00:43<00:43,  4.15it/s]

 51%|█████     | 189/370 [00:43<00:45,  3.98it/s]

 51%|█████▏    | 190/370 [00:43<00:43,  4.12it/s]

 52%|█████▏    | 191/370 [00:43<00:41,  4.28it/s]

 52%|█████▏    | 192/370 [00:44<00:43,  4.13it/s]

 52%|█████▏    | 193/370 [00:44<00:43,  4.05it/s]

 52%|█████▏    | 194/370 [00:44<00:39,  4.48it/s]

 53%|█████▎    | 195/370 [00:44<00:40,  4.32it/s]

 53%|█████▎    | 196/370 [00:45<00:40,  4.34it/s]

 53%|█████▎    | 197/370 [00:45<00:39,  4.38it/s]

 54%|█████▎    | 198/370 [00:45<00:39,  4.32it/s]

 54%|█████▍    | 199/370 [00:45<00:38,  4.40it/s]

 54%|█████▍    | 200/370 [00:45<00:39,  4.26it/s]

 54%|█████▍    | 201/370 [00:46<00:39,  4.31it/s]

 55%|█████▍    | 202/370 [00:46<00:38,  4.33it/s]

 55%|█████▍    | 203/370 [00:46<00:37,  4.44it/s]

 55%|█████▌    | 204/370 [00:46<00:40,  4.12it/s]

 55%|█████▌    | 205/370 [00:47<00:38,  4.34it/s]

 56%|█████▌    | 206/370 [00:47<00:39,  4.14it/s]

 56%|█████▌    | 207/370 [00:47<00:39,  4.10it/s]

 56%|█████▌    | 208/370 [00:47<00:41,  3.88it/s]

 56%|█████▋    | 209/370 [00:48<00:40,  3.97it/s]

 57%|█████▋    | 210/370 [00:48<00:42,  3.80it/s]

 57%|█████▋    | 211/370 [00:48<00:43,  3.65it/s]

 57%|█████▋    | 212/370 [00:49<00:42,  3.73it/s]

 58%|█████▊    | 213/370 [00:49<00:43,  3.65it/s]

 58%|█████▊    | 214/370 [00:49<00:40,  3.87it/s]

 58%|█████▊    | 215/370 [00:49<00:39,  3.88it/s]

 58%|█████▊    | 216/370 [00:50<00:38,  3.98it/s]

 59%|█████▊    | 217/370 [00:50<00:37,  4.04it/s]

 59%|█████▉    | 218/370 [00:50<00:35,  4.25it/s]

 59%|█████▉    | 219/370 [00:50<00:36,  4.10it/s]

 59%|█████▉    | 220/370 [00:50<00:36,  4.12it/s]

 60%|█████▉    | 221/370 [00:51<00:37,  3.93it/s]

 60%|██████    | 222/370 [00:51<00:36,  4.06it/s]

 60%|██████    | 223/370 [00:51<00:37,  3.88it/s]

 61%|██████    | 224/370 [00:52<00:40,  3.57it/s]

 61%|██████    | 225/370 [00:52<00:43,  3.35it/s]

 61%|██████    | 226/370 [00:52<00:41,  3.49it/s]

 61%|██████▏   | 227/370 [00:53<00:42,  3.40it/s]

 62%|██████▏   | 228/370 [00:53<00:42,  3.34it/s]

 62%|██████▏   | 229/370 [00:53<00:42,  3.29it/s]

 62%|██████▏   | 230/370 [00:53<00:42,  3.27it/s]

 62%|██████▏   | 231/370 [00:54<00:41,  3.38it/s]

 63%|██████▎   | 232/370 [00:54<00:41,  3.31it/s]

 63%|██████▎   | 233/370 [00:54<00:41,  3.31it/s]

 63%|██████▎   | 234/370 [00:55<00:39,  3.45it/s]

 64%|██████▎   | 235/370 [00:55<00:37,  3.59it/s]

 64%|██████▍   | 236/370 [00:55<00:35,  3.73it/s]

 64%|██████▍   | 237/370 [00:55<00:35,  3.71it/s]

 64%|██████▍   | 238/370 [00:56<00:35,  3.76it/s]

 65%|██████▍   | 239/370 [00:56<00:34,  3.84it/s]

 65%|██████▍   | 240/370 [00:56<00:35,  3.69it/s]

 65%|██████▌   | 241/370 [00:56<00:35,  3.66it/s]

 65%|██████▌   | 242/370 [00:57<00:34,  3.76it/s]

 66%|██████▌   | 243/370 [00:57<00:36,  3.45it/s]

 66%|██████▌   | 244/370 [00:57<00:38,  3.24it/s]

 66%|██████▌   | 245/370 [00:58<00:36,  3.39it/s]

 66%|██████▋   | 246/370 [00:58<00:35,  3.53it/s]

 67%|██████▋   | 247/370 [00:58<00:31,  3.87it/s]

 67%|██████▋   | 248/370 [00:58<00:30,  4.06it/s]

 67%|██████▋   | 249/370 [00:59<00:30,  4.02it/s]

 68%|██████▊   | 250/370 [00:59<00:31,  3.85it/s]

 68%|██████▊   | 251/370 [00:59<00:30,  3.91it/s]

 68%|██████▊   | 252/370 [00:59<00:33,  3.52it/s]

 68%|██████▊   | 253/370 [01:00<00:32,  3.56it/s]

 69%|██████▊   | 254/370 [01:00<00:32,  3.53it/s]

 69%|██████▉   | 255/370 [01:00<00:32,  3.55it/s]

 69%|██████▉   | 256/370 [01:01<00:32,  3.47it/s]

 69%|██████▉   | 257/370 [01:01<00:33,  3.38it/s]

 70%|██████▉   | 258/370 [01:01<00:32,  3.42it/s]

 70%|███████   | 259/370 [01:01<00:31,  3.48it/s]

 70%|███████   | 260/370 [01:02<00:29,  3.70it/s]

 71%|███████   | 261/370 [01:02<00:30,  3.62it/s]

 71%|███████   | 262/370 [01:02<00:29,  3.60it/s]

 71%|███████   | 263/370 [01:03<00:30,  3.47it/s]

 71%|███████▏  | 264/370 [01:03<00:31,  3.34it/s]

 72%|███████▏  | 265/370 [01:03<00:30,  3.43it/s]

 72%|███████▏  | 266/370 [01:04<00:31,  3.35it/s]

 72%|███████▏  | 267/370 [01:04<00:31,  3.27it/s]

 72%|███████▏  | 268/370 [01:04<00:30,  3.31it/s]

 73%|███████▎  | 269/370 [01:04<00:31,  3.23it/s]

 73%|███████▎  | 270/370 [01:05<00:32,  3.12it/s]

 73%|███████▎  | 271/370 [01:05<00:32,  3.04it/s]

 74%|███████▎  | 272/370 [01:05<00:30,  3.22it/s]

 74%|███████▍  | 273/370 [01:06<00:30,  3.15it/s]

 74%|███████▍  | 274/370 [01:06<00:29,  3.21it/s]

 74%|███████▍  | 275/370 [01:06<00:29,  3.27it/s]

 75%|███████▍  | 276/370 [01:07<00:28,  3.28it/s]

 75%|███████▍  | 277/370 [01:07<00:29,  3.17it/s]

 75%|███████▌  | 278/370 [01:07<00:29,  3.11it/s]

 75%|███████▌  | 279/370 [01:08<00:29,  3.11it/s]

 76%|███████▌  | 280/370 [01:08<00:28,  3.12it/s]

 76%|███████▌  | 281/370 [01:08<00:27,  3.24it/s]

 76%|███████▌  | 282/370 [01:09<00:26,  3.31it/s]

 76%|███████▋  | 283/370 [01:09<00:26,  3.34it/s]

 77%|███████▋  | 284/370 [01:09<00:26,  3.30it/s]

 77%|███████▋  | 285/370 [01:10<00:27,  3.07it/s]

 77%|███████▋  | 286/370 [01:10<00:27,  3.00it/s]

 78%|███████▊  | 287/370 [01:10<00:27,  3.06it/s]

 78%|███████▊  | 288/370 [01:10<00:26,  3.11it/s]

 78%|███████▊  | 289/370 [01:11<00:24,  3.28it/s]

 78%|███████▊  | 290/370 [01:11<00:25,  3.16it/s]

 79%|███████▊  | 291/370 [01:11<00:25,  3.11it/s]

 79%|███████▉  | 292/370 [01:12<00:24,  3.20it/s]

 79%|███████▉  | 293/370 [01:12<00:24,  3.14it/s]

 79%|███████▉  | 294/370 [01:12<00:23,  3.23it/s]

 80%|███████▉  | 295/370 [01:13<00:22,  3.32it/s]

 80%|████████  | 296/370 [01:13<00:22,  3.31it/s]

 80%|████████  | 297/370 [01:13<00:23,  3.17it/s]

 81%|████████  | 298/370 [01:14<00:23,  3.00it/s]

 81%|████████  | 299/370 [01:14<00:23,  3.07it/s]

 81%|████████  | 300/370 [01:14<00:22,  3.18it/s]

 81%|████████▏ | 301/370 [01:15<00:22,  3.13it/s]

 82%|████████▏ | 302/370 [01:15<00:20,  3.29it/s]

 82%|████████▏ | 303/370 [01:15<00:20,  3.28it/s]

 82%|████████▏ | 304/370 [01:15<00:20,  3.23it/s]

 82%|████████▏ | 305/370 [01:16<00:21,  3.05it/s]

 83%|████████▎ | 306/370 [01:16<00:20,  3.14it/s]

 83%|████████▎ | 307/370 [01:16<00:19,  3.23it/s]

 83%|████████▎ | 308/370 [01:17<00:18,  3.33it/s]

 84%|████████▎ | 309/370 [01:17<00:18,  3.31it/s]

 84%|████████▍ | 310/370 [01:17<00:18,  3.23it/s]

 84%|████████▍ | 311/370 [01:18<00:18,  3.24it/s]

 84%|████████▍ | 312/370 [01:18<00:17,  3.22it/s]

 85%|████████▍ | 313/370 [01:18<00:17,  3.32it/s]

 85%|████████▍ | 314/370 [01:18<00:15,  3.55it/s]

 85%|████████▌ | 315/370 [01:19<00:15,  3.61it/s]

 85%|████████▌ | 316/370 [01:19<00:15,  3.54it/s]

 86%|████████▌ | 317/370 [01:19<00:15,  3.45it/s]

 86%|████████▌ | 318/370 [01:20<00:15,  3.32it/s]

 86%|████████▌ | 319/370 [01:20<00:14,  3.43it/s]

 86%|████████▋ | 320/370 [01:20<00:14,  3.48it/s]

 87%|████████▋ | 321/370 [01:21<00:14,  3.50it/s]

 87%|████████▋ | 322/370 [01:21<00:13,  3.55it/s]

 87%|████████▋ | 323/370 [01:21<00:13,  3.48it/s]

 88%|████████▊ | 324/370 [01:21<00:12,  3.60it/s]

 88%|████████▊ | 325/370 [01:22<00:12,  3.57it/s]

 88%|████████▊ | 326/370 [01:22<00:12,  3.47it/s]

 88%|████████▊ | 327/370 [01:22<00:12,  3.42it/s]

 89%|████████▊ | 328/370 [01:22<00:11,  3.65it/s]

 89%|████████▉ | 329/370 [01:23<00:11,  3.67it/s]

 89%|████████▉ | 330/370 [01:23<00:11,  3.52it/s]

 89%|████████▉ | 331/370 [01:23<00:11,  3.45it/s]

 90%|████████▉ | 332/370 [01:24<00:10,  3.51it/s]

 90%|█████████ | 333/370 [01:24<00:10,  3.58it/s]

 90%|█████████ | 334/370 [01:24<00:10,  3.53it/s]

 91%|█████████ | 335/370 [01:24<00:09,  3.64it/s]

 91%|█████████ | 336/370 [01:25<00:09,  3.65it/s]

 91%|█████████ | 337/370 [01:25<00:09,  3.56it/s]

 91%|█████████▏| 338/370 [01:25<00:09,  3.45it/s]

 92%|█████████▏| 339/370 [01:26<00:08,  3.49it/s]

 92%|█████████▏| 340/370 [01:26<00:08,  3.37it/s]

 92%|█████████▏| 341/370 [01:26<00:08,  3.36it/s]

 92%|█████████▏| 342/370 [01:26<00:08,  3.44it/s]

 93%|█████████▎| 343/370 [01:27<00:07,  3.52it/s]

 93%|█████████▎| 344/370 [01:27<00:07,  3.26it/s]

 93%|█████████▎| 345/370 [01:27<00:08,  3.07it/s]

 94%|█████████▎| 346/370 [01:28<00:08,  2.94it/s]

 94%|█████████▍| 347/370 [01:28<00:07,  2.96it/s]

 94%|█████████▍| 348/370 [01:28<00:06,  3.14it/s]

 94%|█████████▍| 349/370 [01:29<00:06,  3.07it/s]

 95%|█████████▍| 350/370 [01:29<00:06,  3.18it/s]

 95%|█████████▍| 351/370 [01:29<00:06,  3.04it/s]

 95%|█████████▌| 352/370 [01:30<00:06,  2.92it/s]

 95%|█████████▌| 353/370 [01:30<00:05,  2.99it/s]

 96%|█████████▌| 354/370 [01:30<00:05,  2.98it/s]

 96%|█████████▌| 355/370 [01:31<00:04,  3.17it/s]

 96%|█████████▌| 356/370 [01:31<00:04,  3.30it/s]

 96%|█████████▋| 357/370 [01:31<00:03,  3.43it/s]

 97%|█████████▋| 358/370 [01:32<00:03,  3.68it/s]

 97%|█████████▋| 359/370 [01:32<00:02,  3.70it/s]

 97%|█████████▋| 360/370 [01:32<00:02,  3.52it/s]

 98%|█████████▊| 361/370 [01:32<00:02,  3.56it/s]

 98%|█████████▊| 362/370 [01:33<00:02,  3.58it/s]

 98%|█████████▊| 363/370 [01:33<00:01,  3.89it/s]

 98%|█████████▊| 364/370 [01:33<00:01,  3.60it/s]

 99%|█████████▊| 365/370 [01:33<00:01,  3.79it/s]

 99%|█████████▉| 366/370 [01:34<00:01,  3.76it/s]

 99%|█████████▉| 367/370 [01:34<00:00,  3.78it/s]

 99%|█████████▉| 368/370 [01:34<00:00,  3.80it/s]

100%|█████████▉| 369/370 [01:34<00:00,  3.72it/s]

100%|██████████| 370/370 [01:35<00:00,  3.93it/s]
                                                      

                                                 

 10%|█         | 2000/19900 [59:05<8:31:07,  1.71s/it]

100%|██████████| 370/370 [02:01<00:00,  3.93it/s]

                                                 Saving model checkpoint to ./checkpoint-2000
Configuration saved in ./checkpoint-2000/config.json
Model weights saved in ./checkpoint-2000/pytorch_model.bin
Configuration saved in ./checkpoint-2000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-500] due to args.save_total_limit

 10%|█         | 2001/19900 [1:00:29<313:30:51, 63.06s/it]
 10%|█         | 2002/19900 [1:00:31<221:51:58, 44.63s/it]
 10%|█         | 2003/19900 [1:00:32<157:38:37, 31.71s/it]
 10%|█         | 2004/19900 [1:00:34<112:40:18, 22.67s/it]
 10%|█         | 2005/19900 [1:00:35<81:10:10, 16.33s/it] 
 10%|█         | 2006/19900 [1:00:37<59:08:33, 11.90s/it]
 10%|█         | 2007/19900 [1:00:38<43:36:44,  8.77s/it]
 10%|█         | 2008/19900 [1:00:40<32:48:41,  6.60s/it]
 10%|█         | 2009/19900 [1:00:41<25:12:17,  5.07s/it]
 10%|█         | 2010/19900 [1:00:43<19:59:05,  4.02s/it]
 10%|█         | 2011/19900 [1:00:44<16:12:08,  3.26s/it]
 10%|█         | 2012/19900 [1:00:46<13:31:08,  2.72s/it]
 10%|█         | 2013/19900 [1:00:47<11:38:52,  2.34s/it]
 10%|█         | 2014/19900 [1:00:49<10:14:59,  2.06s/it]
 10%|█         | 2015/19900 [1:00:50<9:13:55,  1.86s/it] 
 10%|█         | 2016/19900 [1:00:51<8:29:49,  1.71s/it]
 10%|█         | 2017/19900 [1:00:53<7:55:10,  1.59s/it]
 10%|█         | 2018/19900 [1:00:54<7:29:52,  1.51s/it]
 10%|█         | 2019/19900 [1:00:55<7:09:35,  1.44s/it]
 10%|█         | 2020/19900 [1:00:57<6:57:48,  1.40s/it]
 10%|█         | 2021/19900 [1:00:58<6:52:31,  1.38s/it]
 10%|█         | 2022/19900 [1:00:59<6:42:46,  1.35s/it]
 10%|█         | 2023/19900 [1:01:01<6:32:37,  1.32s/it]
 10%|█         | 2024/19900 [1:01:02<6:29:18,  1.31s/it]
 10%|█         | 2025/19900 [1:01:03<6:24:50,  1.29s/it]
 10%|█         | 2026/19900 [1:01:04<6:14:07,  1.26s/it]
 10%|█         | 2027/19900 [1:01:05<6:11:23,  1.25s/it]
 10%|█         | 2028/19900 [1:01:07<6:07:13,  1.23s/it]
 10%|█         | 2029/19900 [1:01:08<6:01:04,  1.21s/it]
 10%|█         | 2030/19900 [1:01:09<5:55:58,  1.20s/it]
 10%|█         | 2031/19900 [1:01:10<5:48:35,  1.17s/it]
 10%|█         | 2032/19900 [1:01:11<5:46:51,  1.16s/it]
 10%|█         | 2033/19900 [1:01:12<5:42:15,  1.15s/it]
 10%|█         | 2034/19900 [1:01:13<5:33:35,  1.12s/it]
 10%|█         | 2035/19900 [1:01:14<5:21:53,  1.08s/it]
 10%|█         | 2036/19900 [1:01:15<5:15:59,  1.06s/it]
 10%|█         | 2037/19900 [1:01:16<5:08:49,  1.04s/it]
 10%|█         | 2038/19900 [1:01:17<4:58:53,  1.00s/it]
 10%|█         | 2039/19900 [1:01:18<4:55:04,  1.01it/s]
 10%|█         | 2040/19900 [1:01:21<7:02:49,  1.42s/it]
 10%|█         | 2041/19900 [1:01:23<8:01:46,  1.62s/it]
 10%|█         | 2042/19900 [1:01:25<8:32:22,  1.72s/it]
 10%|█         | 2043/19900 [1:01:27<8:45:08,  1.76s/it]
 10%|█         | 2044/19900 [1:01:29<8:56:48,  1.80s/it]
 10%|█         | 2045/19900 [1:01:30<8:56:06,  1.80s/it]
 10%|█         | 2046/19900 [1:01:32<8:47:49,  1.77s/it]
 10%|█         | 2047/19900 [1:01:34<8:41:36,  1.75s/it]
 10%|█         | 2048/19900 [1:01:35<8:36:30,  1.74s/it]
 10%|█         | 2049/19900 [1:01:37<8:27:41,  1.71s/it]
 10%|█         | 2050/19900 [1:01:39<8:22:14,  1.69s/it]
 10%|█         | 2051/19900 [1:01:40<8:17:35,  1.67s/it]
 10%|█         | 2052/19900 [1:01:42<8:16:00,  1.67s/it]
 10%|█         | 2053/19900 [1:01:44<8:06:46,  1.64s/it]
 10%|█         | 2054/19900 [1:01:45<7:54:56,  1.60s/it]
 10%|█         | 2055/19900 [1:01:47<7:49:12,  1.58s/it]
 10%|█         | 2056/19900 [1:01:48<7:45:52,  1.57s/it]
 10%|█         | 2057/19900 [1:01:50<7:42:32,  1.56s/it]
 10%|█         | 2058/19900 [1:01:51<7:38:52,  1.54s/it]
 10%|█         | 2059/19900 [1:01:53<7:40:03,  1.55s/it]
 10%|█         | 2060/19900 [1:01:54<7:29:25,  1.51s/it]
 10%|█         | 2061/19900 [1:01:56<7:23:41,  1.49s/it]
 10%|█         | 2062/19900 [1:01:57<7:32:03,  1.52s/it]
 10%|█         | 2063/19900 [1:01:59<7:26:08,  1.50s/it]
 10%|█         | 2064/19900 [1:02:00<7:19:30,  1.48s/it]
 10%|█         | 2065/19900 [1:02:02<7:15:50,  1.47s/it]
 10%|█         | 2066/19900 [1:02:03<7:10:00,  1.45s/it]
 10%|█         | 2067/19900 [1:02:04<7:01:14,  1.42s/it]
 10%|█         | 2068/19900 [1:02:06<6:52:41,  1.39s/it]
 10%|█         | 2069/19900 [1:02:07<6:45:38,  1.36s/it]
 10%|█         | 2070/19900 [1:02:08<6:41:42,  1.35s/it]
 10%|█         | 2071/19900 [1:02:09<6:34:38,  1.33s/it]
 10%|█         | 2072/19900 [1:02:11<6:27:08,  1.30s/it]
 10%|█         | 2073/19900 [1:02:12<6:23:20,  1.29s/it]
 10%|█         | 2074/19900 [1:02:13<6:31:39,  1.32s/it]
 10%|█         | 2075/19900 [1:02:15<6:22:00,  1.29s/it]
 10%|█         | 2076/19900 [1:02:16<6:15:06,  1.26s/it]
 10%|█         | 2077/19900 [1:02:17<6:14:10,  1.26s/it]
 10%|█         | 2078/19900 [1:02:18<6:06:39,  1.23s/it]
 10%|█         | 2079/19900 [1:02:19<5:59:58,  1.21s/it]
 10%|█         | 2080/19900 [1:02:21<5:51:58,  1.19s/it]
 10%|█         | 2081/19900 [1:02:22<5:42:34,  1.15s/it]
 10%|█         | 2082/19900 [1:02:23<5:33:26,  1.12s/it]
 10%|█         | 2083/19900 [1:02:24<5:25:16,  1.10s/it]
 10%|█         | 2084/19900 [1:02:25<5:19:24,  1.08s/it]
 10%|█         | 2085/19900 [1:02:26<5:12:54,  1.05s/it]
 10%|█         | 2086/19900 [1:02:27<5:06:00,  1.03s/it]
 10%|█         | 2087/19900 [1:02:28<5:00:29,  1.01s/it]
 10%|█         | 2088/19900 [1:02:29<4:50:09,  1.02it/s]
 10%|█         | 2089/19900 [1:02:31<6:57:17,  1.41s/it]
 11%|█         | 2090/19900 [1:02:33<8:00:07,  1.62s/it]
 11%|█         | 2091/19900 [1:02:35<8:35:47,  1.74s/it]
 11%|█         | 2092/19900 [1:02:37<8:50:08,  1.79s/it]
 11%|█         | 2093/19900 [1:02:39<8:52:15,  1.79s/it]
 11%|█         | 2094/19900 [1:02:41<8:54:40,  1.80s/it]
 11%|█         | 2095/19900 [1:02:42<8:51:39,  1.79s/it]
 11%|█         | 2096/19900 [1:02:44<8:47:38,  1.78s/it]
 11%|█         | 2097/19900 [1:02:46<8:43:54,  1.77s/it]
 11%|█         | 2098/19900 [1:02:48<8:34:04,  1.73s/it]
 11%|█         | 2099/19900 [1:02:49<8:23:41,  1.70s/it]
 11%|█         | 2100/19900 [1:02:51<8:18:09,  1.68s/it]
                                                        

 11%|█         | 2100/19900 [1:02:51<8:18:09,  1.68s/it]
 11%|█         | 2101/19900 [1:02:52<8:12:00,  1.66s/it]
 11%|█         | 2102/19900 [1:02:54<7:59:42,  1.62s/it]
 11%|█         | 2103/19900 [1:02:55<7:46:10,  1.57s/it]
 11%|█         | 2104/19900 [1:02:57<7:36:48,  1.54s/it]
 11%|█         | 2105/19900 [1:02:58<7:30:38,  1.52s/it]
 11%|█         | 2106/19900 [1:03:00<7:26:18,  1.50s/it]
 11%|█         | 2107/19900 [1:03:01<7:21:45,  1.49s/it]
 11%|█         | 2108/19900 [1:03:03<7:18:20,  1.48s/it]
 11%|█         | 2109/19900 [1:03:04<7:15:35,  1.47s/it]
 11%|█         | 2110/19900 [1:03:06<7:10:46,  1.45s/it]
 11%|█         | 2111/19900 [1:03:07<7:06:47,  1.44s/it]
 11%|█         | 2112/19900 [1:03:08<7:03:40,  1.43s/it]
 11%|█         | 2113/19900 [1:03:10<7:00:54,  1.42s/it]
 11%|█         | 2114/19900 [1:03:11<6:58:40,  1.41s/it]
 11%|█         | 2115/19900 [1:03:13<6:55:41,  1.40s/it]
 11%|█         | 2116/19900 [1:03:14<6:47:29,  1.37s/it]
 11%|█         | 2117/19900 [1:03:15<6:42:00,  1.36s/it]
 11%|█         | 2118/19900 [1:03:16<6:35:09,  1.33s/it]
 11%|█         | 2119/19900 [1:03:18<6:30:27,  1.32s/it]
 11%|█         | 2120/19900 [1:03:19<6:36:24,  1.34s/it]
 11%|█         | 2121/19900 [1:03:20<6:29:41,  1.32s/it]
 11%|█         | 2122/19900 [1:03:22<6:20:37,  1.28s/it]
 11%|█         | 2123/19900 [1:03:23<6:14:31,  1.26s/it]
 11%|█         | 2124/19900 [1:03:24<6:11:00,  1.25s/it]
 11%|█         | 2125/19900 [1:03:25<6:06:47,  1.24s/it]
 11%|█         | 2126/19900 [1:03:26<6:04:16,  1.23s/it]
 11%|█         | 2127/19900 [1:03:28<6:06:22,  1.24s/it]
 11%|█         | 2128/19900 [1:03:29<5:57:41,  1.21s/it]
 11%|█         | 2129/19900 [1:03:30<5:50:08,  1.18s/it]
 11%|█         | 2130/19900 [1:03:31<5:45:34,  1.17s/it]
 11%|█         | 2131/19900 [1:03:32<5:37:04,  1.14s/it]
 11%|█         | 2132/19900 [1:03:33<5:30:16,  1.12s/it]
 11%|█         | 2133/19900 [1:03:34<5:23:18,  1.09s/it]
 11%|█         | 2134/19900 [1:03:35<5:17:02,  1.07s/it]
 11%|█         | 2135/19900 [1:03:36<5:09:08,  1.04s/it]
 11%|█         | 2136/19900 [1:03:37<5:03:53,  1.03s/it]
 11%|█         | 2137/19900 [1:03:38<4:48:49,  1.02it/s]
 11%|█         | 2138/19900 [1:03:40<6:54:00,  1.40s/it]
 11%|█         | 2139/19900 [1:03:43<7:58:01,  1.61s/it]
 11%|█         | 2140/19900 [1:03:45<8:35:09,  1.74s/it]
 11%|█         | 2141/19900 [1:03:47<8:47:50,  1.78s/it]
 11%|█         | 2142/19900 [1:03:48<8:52:44,  1.80s/it]
 11%|█         | 2143/19900 [1:03:50<8:51:08,  1.79s/it]
 11%|█         | 2144/19900 [1:03:52<8:55:44,  1.81s/it]
 11%|█         | 2145/19900 [1:03:54<8:55:12,  1.81s/it]
 11%|█         | 2146/19900 [1:03:56<8:52:20,  1.80s/it]
 11%|█         | 2147/19900 [1:03:57<8:38:33,  1.75s/it]
 11%|█         | 2148/19900 [1:03:59<8:30:40,  1.73s/it]
 11%|█         | 2149/19900 [1:04:00<8:21:07,  1.69s/it]
 11%|█         | 2150/19900 [1:04:02<8:15:53,  1.68s/it]
 11%|█         | 2151/19900 [1:04:04<8:01:57,  1.63s/it]
 11%|█         | 2152/19900 [1:04:05<7:54:48,  1.61s/it]
 11%|█         | 2153/19900 [1:04:07<7:44:08,  1.57s/it]
 11%|█         | 2154/19900 [1:04:08<7:34:52,  1.54s/it]
 11%|█         | 2155/19900 [1:04:10<7:28:29,  1.52s/it]
 11%|█         | 2156/19900 [1:04:11<7:22:56,  1.50s/it]
 11%|█         | 2157/19900 [1:04:12<7:17:21,  1.48s/it]
 11%|█         | 2158/19900 [1:04:14<7:15:56,  1.47s/it]
 11%|█         | 2159/19900 [1:04:15<7:13:47,  1.47s/it]
 11%|█         | 2160/19900 [1:04:17<7:07:45,  1.45s/it]
 11%|█         | 2161/19900 [1:04:18<7:03:50,  1.43s/it]
 11%|█         | 2162/19900 [1:04:20<6:59:23,  1.42s/it]
 11%|█         | 2163/19900 [1:04:21<6:55:12,  1.40s/it]
 11%|█         | 2164/19900 [1:04:22<6:47:18,  1.38s/it]
 11%|█         | 2165/19900 [1:04:24<6:41:24,  1.36s/it]
 11%|█         | 2166/19900 [1:04:25<6:36:31,  1.34s/it]
 11%|█         | 2167/19900 [1:04:26<6:29:54,  1.32s/it]
 11%|█         | 2168/19900 [1:04:27<6:26:56,  1.31s/it]
 11%|█         | 2169/19900 [1:04:29<6:23:31,  1.30s/it]
 11%|█         | 2170/19900 [1:04:30<6:25:13,  1.30s/it]
 11%|█         | 2171/19900 [1:04:31<6:24:29,  1.30s/it]
 11%|█         | 2172/19900 [1:04:33<6:19:10,  1.28s/it]
 11%|█         | 2173/19900 [1:04:34<6:11:26,  1.26s/it]
 11%|█         | 2174/19900 [1:04:35<6:06:32,  1.24s/it]
 11%|█         | 2175/19900 [1:04:36<6:02:07,  1.23s/it]
 11%|█         | 2176/19900 [1:04:37<6:00:28,  1.22s/it]
 11%|█         | 2177/19900 [1:04:39<5:52:10,  1.19s/it]
 11%|█         | 2178/19900 [1:04:40<5:43:14,  1.16s/it]
 11%|█         | 2179/19900 [1:04:41<5:34:11,  1.13s/it]
 11%|█         | 2180/19900 [1:04:42<5:26:42,  1.11s/it]
 11%|█         | 2181/19900 [1:04:43<5:20:55,  1.09s/it]
 11%|█         | 2182/19900 [1:04:44<5:16:05,  1.07s/it]
 11%|█         | 2183/19900 [1:04:45<5:08:57,  1.05s/it]
 11%|█         | 2184/19900 [1:04:46<5:03:44,  1.03s/it]
 11%|█         | 2185/19900 [1:04:47<4:57:25,  1.01s/it]
 11%|█         | 2186/19900 [1:04:48<4:47:20,  1.03it/s]
 11%|█         | 2187/19900 [1:04:49<6:02:42,  1.23s/it]
 11%|█         | 2188/19900 [1:04:51<6:24:32,  1.30s/it]
 11%|█         | 2189/19900 [1:04:52<6:13:56,  1.27s/it]
 11%|█         | 2190/19900 [1:04:55<8:24:32,  1.71s/it]
 11%|█         | 2191/19900 [1:04:57<8:58:20,  1.82s/it]
 11%|█         | 2192/19900 [1:04:59<9:13:40,  1.88s/it]
 11%|█         | 2193/19900 [1:05:01<9:14:46,  1.88s/it]
 11%|█         | 2194/19900 [1:05:03<9:09:08,  1.86s/it]
 11%|█         | 2195/19900 [1:05:04<9:01:27,  1.83s/it]
 11%|█         | 2196/19900 [1:05:06<8:53:13,  1.81s/it]
 11%|█         | 2197/19900 [1:05:08<8:44:27,  1.78s/it]
 11%|█         | 2198/19900 [1:05:09<8:32:45,  1.74s/it]
 11%|█         | 2199/19900 [1:05:11<8:26:28,  1.72s/it]
 11%|█         | 2200/19900 [1:05:13<8:18:46,  1.69s/it]
                                                        

 11%|█         | 2200/19900 [1:05:13<8:18:46,  1.69s/it]
 11%|█         | 2201/19900 [1:05:14<8:18:16,  1.69s/it]
 11%|█         | 2202/19900 [1:05:16<8:13:32,  1.67s/it]
 11%|█         | 2203/19900 [1:05:18<8:04:03,  1.64s/it]
 11%|█         | 2204/19900 [1:05:19<7:54:45,  1.61s/it]
 11%|█         | 2205/19900 [1:05:21<7:45:00,  1.58s/it]
 11%|█         | 2206/19900 [1:05:22<7:41:12,  1.56s/it]
 11%|█         | 2207/19900 [1:05:24<7:30:13,  1.53s/it]
 11%|█         | 2208/19900 [1:05:25<7:18:40,  1.49s/it]
 11%|█         | 2209/19900 [1:05:26<7:07:51,  1.45s/it]
 11%|█         | 2210/19900 [1:05:28<7:00:55,  1.43s/it]
 11%|█         | 2211/19900 [1:05:29<6:58:44,  1.42s/it]
 11%|█         | 2212/19900 [1:05:31<6:59:18,  1.42s/it]
 11%|█         | 2213/19900 [1:05:32<6:59:45,  1.42s/it]
 11%|█         | 2214/19900 [1:05:33<6:58:24,  1.42s/it]
 11%|█         | 2215/19900 [1:05:35<6:58:57,  1.42s/it]
 11%|█         | 2216/19900 [1:05:36<6:55:37,  1.41s/it]
 11%|█         | 2217/19900 [1:05:38<6:53:30,  1.40s/it]
 11%|█         | 2218/19900 [1:05:39<6:44:19,  1.37s/it]
 11%|█         | 2219/19900 [1:05:40<6:36:48,  1.35s/it]
 11%|█         | 2220/19900 [1:05:42<6:29:34,  1.32s/it]
 11%|█         | 2221/19900 [1:05:43<6:23:43,  1.30s/it]
 11%|█         | 2222/19900 [1:05:44<6:17:04,  1.28s/it]
 11%|█         | 2223/19900 [1:05:45<6:14:55,  1.27s/it]
 11%|█         | 2224/19900 [1:05:47<6:16:19,  1.28s/it]
 11%|█         | 2225/19900 [1:05:48<6:17:43,  1.28s/it]
 11%|█         | 2226/19900 [1:05:49<6:08:37,  1.25s/it]
 11%|█         | 2227/19900 [1:05:50<6:05:09,  1.24s/it]
 11%|█         | 2228/19900 [1:05:51<5:58:10,  1.22s/it]
 11%|█         | 2229/19900 [1:05:53<5:52:07,  1.20s/it]
 11%|█         | 2230/19900 [1:05:54<5:46:22,  1.18s/it]
 11%|█         | 2231/19900 [1:05:55<5:38:21,  1.15s/it]
 11%|█         | 2232/19900 [1:05:56<5:33:55,  1.13s/it]
 11%|█         | 2233/19900 [1:05:57<5:26:25,  1.11s/it]
 11%|█         | 2234/19900 [1:05:58<5:20:29,  1.09s/it]
 11%|█         | 2235/19900 [1:05:59<5:16:00,  1.07s/it]
 11%|█         | 2236/19900 [1:06:00<5:09:26,  1.05s/it]
 11%|█         | 2237/19900 [1:06:01<4:59:10,  1.02s/it]
 11%|█         | 2238/19900 [1:06:02<4:45:46,  1.03it/s]
 11%|█▏        | 2239/19900 [1:06:04<6:51:55,  1.40s/it]
 11%|█▏        | 2240/19900 [1:06:06<7:55:44,  1.62s/it]
 11%|█▏        | 2241/19900 [1:06:08<8:31:01,  1.74s/it]
 11%|█▏        | 2242/19900 [1:06:10<8:49:03,  1.80s/it]
 11%|█▏        | 2243/19900 [1:06:12<8:57:24,  1.83s/it]
 11%|█▏        | 2244/19900 [1:06:14<8:54:56,  1.82s/it]
 11%|█▏        | 2245/19900 [1:06:16<8:48:40,  1.80s/it]
 11%|█▏        | 2246/19900 [1:06:17<8:44:59,  1.78s/it]
 11%|█▏        | 2247/19900 [1:06:19<8:36:40,  1.76s/it]
 11%|█▏        | 2248/19900 [1:06:21<8:26:19,  1.72s/it]
 11%|█▏        | 2249/19900 [1:06:22<8:23:00,  1.71s/it]
 11%|█▏        | 2250/19900 [1:06:24<8:09:40,  1.66s/it]
 11%|█▏        | 2251/19900 [1:06:26<8:00:19,  1.63s/it]
 11%|█▏        | 2252/19900 [1:06:27<7:50:02,  1.60s/it]
 11%|█▏        | 2253/19900 [1:06:29<7:45:50,  1.58s/it]
 11%|█▏        | 2254/19900 [1:06:30<7:39:38,  1.56s/it]
 11%|█▏        | 2255/19900 [1:06:32<7:35:08,  1.55s/it]
 11%|█▏        | 2256/19900 [1:06:33<7:31:55,  1.54s/it]
 11%|█▏        | 2257/19900 [1:06:35<7:31:15,  1.53s/it]
 11%|█▏        | 2258/19900 [1:06:36<7:25:46,  1.52s/it]
 11%|█▏        | 2259/19900 [1:06:38<7:31:33,  1.54s/it]
 11%|█▏        | 2260/19900 [1:06:39<7:23:39,  1.51s/it]
 11%|█▏        | 2261/19900 [1:06:41<7:16:50,  1.49s/it]
 11%|█▏        | 2262/19900 [1:06:42<7:11:34,  1.47s/it]
 11%|█▏        | 2263/19900 [1:06:44<7:11:09,  1.47s/it]
 11%|█▏        | 2264/19900 [1:06:45<7:07:00,  1.45s/it]
 11%|█▏        | 2265/19900 [1:06:46<7:00:35,  1.43s/it]
 11%|█▏        | 2266/19900 [1:06:48<6:54:42,  1.41s/it]
 11%|█▏        | 2267/19900 [1:06:49<6:48:00,  1.39s/it]
 11%|█▏        | 2268/19900 [1:06:50<6:40:05,  1.36s/it]
 11%|█▏        | 2269/19900 [1:06:52<6:35:16,  1.35s/it]
 11%|█▏        | 2270/19900 [1:06:53<6:28:50,  1.32s/it]
 11%|█▏        | 2271/19900 [1:06:54<6:20:37,  1.30s/it]
 11%|█▏        | 2272/19900 [1:06:55<6:13:14,  1.27s/it]
 11%|█▏        | 2273/19900 [1:06:57<6:12:19,  1.27s/it]
 11%|█▏        | 2274/19900 [1:06:58<6:11:58,  1.27s/it]
 11%|█▏        | 2275/19900 [1:06:59<6:04:57,  1.24s/it]
 11%|█▏        | 2276/19900 [1:07:00<5:59:02,  1.22s/it]
 11%|█▏        | 2277/19900 [1:07:01<5:52:49,  1.20s/it]
 11%|█▏        | 2278/19900 [1:07:03<5:45:11,  1.18s/it]
 11%|█▏        | 2279/19900 [1:07:04<5:40:47,  1.16s/it]
 11%|█▏        | 2280/19900 [1:07:05<5:36:30,  1.15s/it]
 11%|█▏        | 2281/19900 [1:07:06<5:28:06,  1.12s/it]
 11%|█▏        | 2282/19900 [1:07:07<5:19:54,  1.09s/it]
 11%|█▏        | 2283/19900 [1:07:08<5:16:54,  1.08s/it]
 11%|█▏        | 2284/19900 [1:07:09<5:15:45,  1.08s/it]
 11%|█▏        | 2285/19900 [1:07:10<5:06:30,  1.04s/it]
 11%|█▏        | 2286/19900 [1:07:11<4:59:13,  1.02s/it]
 11%|█▏        | 2287/19900 [1:07:12<4:47:07,  1.02it/s]
 11%|█▏        | 2288/19900 [1:07:14<6:51:07,  1.40s/it]
 12%|█▏        | 2289/19900 [1:07:16<8:01:24,  1.64s/it]
 12%|█▏        | 2290/19900 [1:07:18<8:40:57,  1.77s/it]
 12%|█▏        | 2291/19900 [1:07:20<8:56:27,  1.83s/it]
 12%|█▏        | 2292/19900 [1:07:22<8:59:31,  1.84s/it]
 12%|█▏        | 2293/19900 [1:07:24<8:58:21,  1.83s/it]
 12%|█▏        | 2294/19900 [1:07:26<8:51:58,  1.81s/it]
 12%|█▏        | 2295/19900 [1:07:28<8:44:30,  1.79s/it]
 12%|█▏        | 2296/19900 [1:07:29<8:34:42,  1.75s/it]
 12%|█▏        | 2297/19900 [1:07:31<8:27:43,  1.73s/it]
 12%|█▏        | 2298/19900 [1:07:33<8:21:44,  1.71s/it]
 12%|█▏        | 2299/19900 [1:07:34<8:13:48,  1.68s/it]
 12%|█▏        | 2300/19900 [1:07:36<8:07:23,  1.66s/it]
                                                        

 12%|█▏        | 2300/19900 [1:07:36<8:07:23,  1.66s/it]
 12%|█▏        | 2301/19900 [1:07:37<7:59:15,  1.63s/it]
 12%|█▏        | 2302/19900 [1:07:39<7:54:54,  1.62s/it]
 12%|█▏        | 2303/19900 [1:07:41<7:47:57,  1.60s/it]
 12%|█▏        | 2304/19900 [1:07:42<7:39:04,  1.57s/it]
 12%|█▏        | 2305/19900 [1:07:44<7:33:04,  1.55s/it]
 12%|█▏        | 2306/19900 [1:07:45<7:33:33,  1.55s/it]
 12%|█▏        | 2307/19900 [1:07:47<7:29:11,  1.53s/it]
 12%|█▏        | 2308/19900 [1:07:48<7:22:59,  1.51s/it]
 12%|█▏        | 2309/19900 [1:07:49<7:16:32,  1.49s/it]
 12%|█▏        | 2310/19900 [1:07:51<7:09:46,  1.47s/it]
 12%|█▏        | 2311/19900 [1:07:52<7:04:43,  1.45s/it]
 12%|█▏        | 2312/19900 [1:07:54<6:59:52,  1.43s/it]
 12%|█▏        | 2313/19900 [1:07:55<6:57:35,  1.42s/it]
 12%|█▏        | 2314/19900 [1:07:56<6:49:20,  1.40s/it]
 12%|█▏        | 2315/19900 [1:07:58<6:40:09,  1.37s/it]
 12%|█▏        | 2316/19900 [1:07:59<6:35:06,  1.35s/it]
 12%|█▏        | 2317/19900 [1:08:00<6:27:50,  1.32s/it]
 12%|█▏        | 2318/19900 [1:08:02<6:23:49,  1.31s/it]
 12%|█▏        | 2319/19900 [1:08:03<6:18:44,  1.29s/it]
 12%|█▏        | 2320/19900 [1:08:04<6:15:36,  1.28s/it]
 12%|█▏        | 2321/19900 [1:08:05<6:11:46,  1.27s/it]
 12%|█▏        | 2322/19900 [1:08:07<6:08:08,  1.26s/it]
 12%|█▏        | 2323/19900 [1:08:08<6:08:32,  1.26s/it]
 12%|█▏        | 2324/19900 [1:08:09<6:05:47,  1.25s/it]
 12%|█▏        | 2325/19900 [1:08:10<6:01:02,  1.23s/it]
 12%|█▏        | 2326/19900 [1:08:11<5:56:54,  1.22s/it]
 12%|█▏        | 2327/19900 [1:08:13<5:54:29,  1.21s/it]
 12%|█▏        | 2328/19900 [1:08:14<5:45:34,  1.18s/it]
 12%|█▏        | 2329/19900 [1:08:15<5:37:40,  1.15s/it]
 12%|█▏        | 2330/19900 [1:08:16<5:28:00,  1.12s/it]
 12%|█▏        | 2331/19900 [1:08:17<5:20:08,  1.09s/it]
 12%|█▏        | 2332/19900 [1:08:18<5:12:06,  1.07s/it]
 12%|█▏        | 2333/19900 [1:08:19<5:05:26,  1.04s/it]
 12%|█▏        | 2334/19900 [1:08:20<4:59:48,  1.02s/it]
 12%|█▏        | 2335/19900 [1:08:21<4:52:28,  1.00it/s]
 12%|█▏        | 2336/19900 [1:08:22<4:46:35,  1.02it/s]
 12%|█▏        | 2337/19900 [1:08:24<6:48:36,  1.40s/it]
 12%|█▏        | 2338/19900 [1:08:26<7:50:55,  1.61s/it]
 12%|█▏        | 2339/19900 [1:08:28<8:25:35,  1.73s/it]
 12%|█▏        | 2340/19900 [1:08:30<8:39:12,  1.77s/it]
 12%|█▏        | 2341/19900 [1:08:32<8:46:06,  1.80s/it]
 12%|█▏        | 2342/19900 [1:08:34<8:44:38,  1.79s/it]
 12%|█▏        | 2343/19900 [1:08:35<8:42:20,  1.79s/it]
 12%|█▏        | 2344/19900 [1:08:37<8:34:59,  1.76s/it]
 12%|█▏        | 2345/19900 [1:08:39<8:29:06,  1.74s/it]
 12%|█▏        | 2346/19900 [1:08:41<8:21:19,  1.71s/it]
 12%|█▏        | 2347/19900 [1:08:42<8:08:39,  1.67s/it]
 12%|█▏        | 2348/19900 [1:08:44<7:56:26,  1.63s/it]
 12%|█▏        | 2349/19900 [1:08:45<7:45:18,  1.59s/it]
 12%|█▏        | 2350/19900 [1:08:47<7:35:10,  1.56s/it]
 12%|█▏        | 2351/19900 [1:08:48<7:26:10,  1.53s/it]
 12%|█▏        | 2352/19900 [1:08:49<7:17:30,  1.50s/it]
 12%|█▏        | 2353/19900 [1:08:51<7:11:48,  1.48s/it]
 12%|█▏        | 2354/19900 [1:08:52<7:06:14,  1.46s/it]
 12%|█▏        | 2355/19900 [1:08:54<7:03:12,  1.45s/it]
 12%|█▏        | 2356/19900 [1:08:55<7:02:17,  1.44s/it]
 12%|█▏        | 2357/19900 [1:08:57<7:11:11,  1.47s/it]
 12%|█▏        | 2358/19900 [1:08:58<7:08:22,  1.47s/it]
 12%|█▏        | 2359/19900 [1:09:00<7:04:52,  1.45s/it]
 12%|█▏        | 2360/19900 [1:09:01<7:00:34,  1.44s/it]
 12%|█▏        | 2361/19900 [1:09:02<6:58:17,  1.43s/it]
 12%|█▏        | 2362/19900 [1:09:04<6:55:22,  1.42s/it]
 12%|█▏        | 2363/19900 [1:09:05<6:50:09,  1.40s/it]
 12%|█▏        | 2364/19900 [1:09:07<6:41:52,  1.38s/it]
 12%|█▏        | 2365/19900 [1:09:08<6:45:00,  1.39s/it]
 12%|█▏        | 2366/19900 [1:09:09<6:35:24,  1.35s/it]
 12%|█▏        | 2367/19900 [1:09:10<6:28:14,  1.33s/it]
 12%|█▏        | 2368/19900 [1:09:12<6:22:08,  1.31s/it]
 12%|█▏        | 2369/19900 [1:09:13<6:15:33,  1.29s/it]
 12%|█▏        | 2370/19900 [1:09:14<6:13:14,  1.28s/it]
 12%|█▏        | 2371/19900 [1:09:15<6:08:33,  1.26s/it]
 12%|█▏        | 2372/19900 [1:09:17<6:03:35,  1.24s/it]
 12%|█▏        | 2373/19900 [1:09:18<6:00:49,  1.24s/it]
 12%|█▏        | 2374/19900 [1:09:19<5:56:22,  1.22s/it]
 12%|█▏        | 2375/19900 [1:09:20<6:06:19,  1.25s/it]
 12%|█▏        | 2376/19900 [1:09:22<6:00:10,  1.23s/it]
 12%|█▏        | 2377/19900 [1:09:23<5:52:03,  1.21s/it]
 12%|█▏        | 2378/19900 [1:09:24<5:39:59,  1.16s/it]
 12%|█▏        | 2379/19900 [1:09:25<5:29:39,  1.13s/it]
 12%|█▏        | 2380/19900 [1:09:26<5:28:14,  1.12s/it]
 12%|█▏        | 2381/19900 [1:09:27<5:17:31,  1.09s/it]
 12%|█▏        | 2382/19900 [1:09:28<5:08:00,  1.05s/it]
 12%|█▏        | 2383/19900 [1:09:29<5:00:11,  1.03s/it]
 12%|█▏        | 2384/19900 [1:09:30<4:51:43,  1.00it/s]
 12%|█▏        | 2385/19900 [1:09:31<4:40:14,  1.04it/s]
 12%|█▏        | 2386/19900 [1:09:32<5:50:57,  1.20s/it]
 12%|█▏        | 2387/19900 [1:09:34<6:12:11,  1.28s/it]
 12%|█▏        | 2388/19900 [1:09:35<6:12:22,  1.28s/it]
 12%|█▏        | 2389/19900 [1:09:38<8:30:05,  1.75s/it]
 12%|█▏        | 2390/19900 [1:09:40<9:04:02,  1.86s/it]
 12%|█▏        | 2391/19900 [1:09:42<9:22:27,  1.93s/it]
 12%|█▏        | 2392/19900 [1:09:44<9:23:09,  1.93s/it]
 12%|█▏        | 2393/19900 [1:09:46<9:18:01,  1.91s/it]
 12%|█▏        | 2394/19900 [1:09:48<9:09:05,  1.88s/it]
 12%|█▏        | 2395/19900 [1:09:50<8:59:36,  1.85s/it]
 12%|█▏        | 2396/19900 [1:09:51<8:47:55,  1.81s/it]
 12%|█▏        | 2397/19900 [1:09:53<8:37:49,  1.78s/it]
 12%|█▏        | 2398/19900 [1:09:55<8:38:06,  1.78s/it]
 12%|█▏        | 2399/19900 [1:09:57<8:34:38,  1.76s/it]
 12%|█▏        | 2400/19900 [1:09:58<8:21:04,  1.72s/it]
                                                        

 12%|█▏        | 2400/19900 [1:09:58<8:21:04,  1.72s/it]
 12%|█▏        | 2401/19900 [1:10:00<8:11:31,  1.69s/it]
 12%|█▏        | 2402/19900 [1:10:01<7:59:02,  1.64s/it]
 12%|█▏        | 2403/19900 [1:10:03<7:50:55,  1.61s/it]
 12%|█▏        | 2404/19900 [1:10:04<7:46:29,  1.60s/it]
 12%|█▏        | 2405/19900 [1:10:06<7:38:04,  1.57s/it]
 12%|█▏        | 2406/19900 [1:10:07<7:33:18,  1.55s/it]
 12%|█▏        | 2407/19900 [1:10:09<7:28:44,  1.54s/it]
 12%|█▏        | 2408/19900 [1:10:10<7:21:55,  1.52s/it]
 12%|█▏        | 2409/19900 [1:10:12<7:23:49,  1.52s/it]
 12%|█▏        | 2410/19900 [1:10:13<7:18:21,  1.50s/it]
 12%|█▏        | 2411/19900 [1:10:15<7:11:35,  1.48s/it]
 12%|█▏        | 2412/19900 [1:10:16<7:05:54,  1.46s/it]
 12%|█▏        | 2413/19900 [1:10:18<7:01:33,  1.45s/it]
 12%|█▏        | 2414/19900 [1:10:19<6:56:14,  1.43s/it]
 12%|█▏        | 2415/19900 [1:10:20<6:46:53,  1.40s/it]
 12%|█▏        | 2416/19900 [1:10:22<6:38:32,  1.37s/it]
 12%|█▏        | 2417/19900 [1:10:23<6:36:49,  1.36s/it]
 12%|█▏        | 2418/19900 [1:10:24<6:30:28,  1.34s/it]
 12%|█▏        | 2419/19900 [1:10:26<6:23:28,  1.32s/it]
 12%|█▏        | 2420/19900 [1:10:27<6:18:36,  1.30s/it]
 12%|█▏        | 2421/19900 [1:10:28<6:14:32,  1.29s/it]
 12%|█▏        | 2422/19900 [1:10:29<6:10:32,  1.27s/it]
 12%|█▏        | 2423/19900 [1:10:31<6:06:57,  1.26s/it]
 12%|█▏        | 2424/19900 [1:10:32<6:00:46,  1.24s/it]
 12%|█▏        | 2425/19900 [1:10:33<5:57:50,  1.23s/it]
 12%|█▏        | 2426/19900 [1:10:34<5:57:12,  1.23s/it]
 12%|█▏        | 2427/19900 [1:10:35<5:53:23,  1.21s/it]
 12%|█▏        | 2428/19900 [1:10:37<5:49:08,  1.20s/it]
 12%|█▏        | 2429/19900 [1:10:38<5:43:50,  1.18s/it]
 12%|█▏        | 2430/19900 [1:10:39<5:36:08,  1.15s/it]
 12%|█▏        | 2431/19900 [1:10:40<5:30:03,  1.13s/it]
 12%|█▏        | 2432/19900 [1:10:41<5:26:19,  1.12s/it]
 12%|█▏        | 2433/19900 [1:10:42<5:26:01,  1.12s/it]
 12%|█▏        | 2434/19900 [1:10:43<5:16:02,  1.09s/it]
 12%|█▏        | 2435/19900 [1:10:44<5:07:09,  1.06s/it]
 12%|█▏        | 2436/19900 [1:10:45<5:00:25,  1.03s/it]
 12%|█▏        | 2437/19900 [1:10:46<4:47:04,  1.01it/s]
 12%|█▏        | 2438/19900 [1:10:48<6:53:46,  1.42s/it]
 12%|█▏        | 2439/19900 [1:10:50<7:57:45,  1.64s/it]
 12%|█▏        | 2440/19900 [1:10:52<8:27:16,  1.74s/it]
 12%|█▏        | 2441/19900 [1:10:54<8:50:31,  1.82s/it]
 12%|█▏        | 2442/19900 [1:10:56<8:52:34,  1.83s/it]
 12%|█▏        | 2443/19900 [1:10:58<8:55:00,  1.84s/it]
 12%|█▏        | 2444/19900 [1:11:00<8:52:12,  1.83s/it]
 12%|█▏        | 2445/19900 [1:11:02<8:40:40,  1.79s/it]
 12%|█▏        | 2446/19900 [1:11:03<8:41:04,  1.79s/it]
 12%|█▏        | 2447/19900 [1:11:05<8:28:39,  1.75s/it]
 12%|█▏        | 2448/19900 [1:11:07<8:20:28,  1.72s/it]
 12%|█▏        | 2449/19900 [1:11:08<8:14:56,  1.70s/it]
 12%|█▏        | 2450/19900 [1:11:10<8:06:04,  1.67s/it]
 12%|█▏        | 2451/19900 [1:11:12<7:55:39,  1.64s/it]
 12%|█▏        | 2452/19900 [1:11:13<7:48:21,  1.61s/it]
 12%|█▏        | 2453/19900 [1:11:15<7:40:43,  1.58s/it]
 12%|█▏        | 2454/19900 [1:11:16<7:33:03,  1.56s/it]
 12%|█▏        | 2455/19900 [1:11:18<7:29:25,  1.55s/it]
 12%|█▏        | 2456/19900 [1:11:19<7:24:50,  1.53s/it]
 12%|█▏        | 2457/19900 [1:11:21<7:25:58,  1.53s/it]
 12%|█▏        | 2458/19900 [1:11:22<7:16:35,  1.50s/it]
 12%|█▏        | 2459/19900 [1:11:24<7:14:45,  1.50s/it]
 12%|█▏        | 2460/19900 [1:11:25<7:12:53,  1.49s/it]
 12%|█▏        | 2461/19900 [1:11:27<7:07:55,  1.47s/it]
 12%|█▏        | 2462/19900 [1:11:28<7:08:00,  1.47s/it]
 12%|█▏        | 2463/19900 [1:11:29<7:04:03,  1.46s/it]
 12%|█▏        | 2464/19900 [1:11:31<6:57:56,  1.44s/it]
 12%|█▏        | 2465/19900 [1:11:32<6:46:32,  1.40s/it]
 12%|█▏        | 2466/19900 [1:11:33<6:43:11,  1.39s/it]
 12%|█▏        | 2467/19900 [1:11:35<6:36:43,  1.37s/it]
 12%|█▏        | 2468/19900 [1:11:36<6:35:42,  1.36s/it]
 12%|█▏        | 2469/19900 [1:11:37<6:31:12,  1.35s/it]
 12%|█▏        | 2470/19900 [1:11:39<6:24:35,  1.32s/it]
 12%|█▏        | 2471/19900 [1:11:40<6:16:48,  1.30s/it]
 12%|█▏        | 2472/19900 [1:11:41<6:12:36,  1.28s/it]
 12%|█▏        | 2473/19900 [1:11:42<6:07:36,  1.27s/it]
 12%|█▏        | 2474/19900 [1:11:44<6:03:02,  1.25s/it]
 12%|█▏        | 2475/19900 [1:11:45<5:58:30,  1.23s/it]
 12%|█▏        | 2476/19900 [1:11:46<5:51:54,  1.21s/it]
 12%|█▏        | 2477/19900 [1:11:47<5:47:24,  1.20s/it]
 12%|█▏        | 2478/19900 [1:11:48<5:42:23,  1.18s/it]
 12%|█▏        | 2479/19900 [1:11:49<5:39:50,  1.17s/it]
 12%|█▏        | 2480/19900 [1:11:51<5:31:25,  1.14s/it]
 12%|█▏        | 2481/19900 [1:11:52<5:23:01,  1.11s/it]
 12%|█▏        | 2482/19900 [1:11:53<5:15:26,  1.09s/it]
 12%|█▏        | 2483/19900 [1:11:54<5:10:17,  1.07s/it]
 12%|█▏        | 2484/19900 [1:11:55<5:12:15,  1.08s/it]
 12%|█▏        | 2485/19900 [1:11:56<5:03:08,  1.04s/it]
 12%|█▏        | 2486/19900 [1:11:57<4:47:50,  1.01it/s]
 12%|█▏        | 2487/19900 [1:11:59<6:47:47,  1.41s/it]
 13%|█▎        | 2488/19900 [1:12:01<7:54:39,  1.64s/it]
 13%|█▎        | 2489/19900 [1:12:03<8:25:32,  1.74s/it]
 13%|█▎        | 2490/19900 [1:12:05<8:40:17,  1.79s/it]
 13%|█▎        | 2491/19900 [1:12:07<8:41:43,  1.80s/it]
 13%|█▎        | 2492/19900 [1:12:09<8:37:56,  1.79s/it]
 13%|█▎        | 2493/19900 [1:12:10<8:38:03,  1.79s/it]
 13%|█▎        | 2494/19900 [1:12:12<8:30:07,  1.76s/it]
 13%|█▎        | 2495/19900 [1:12:14<8:23:21,  1.74s/it]
 13%|█▎        | 2496/19900 [1:12:15<8:19:42,  1.72s/it]
 13%|█▎        | 2497/19900 [1:12:17<8:15:23,  1.71s/it]
 13%|█▎        | 2498/19900 [1:12:19<8:15:20,  1.71s/it]
 13%|█▎        | 2499/19900 [1:12:20<8:06:47,  1.68s/it]
 13%|█▎        | 2500/19900 [1:12:22<7:57:13,  1.65s/it]
                                                        

 13%|█▎        | 2500/19900 [1:12:22<7:57:13,  1.65s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 5.868249416351318, 'eval_wer': 1.0, 'eval_cer': 1.0, 'eval_runtime': 121.8577, 'eval_samples_per_second': 24.274, 'eval_steps_per_second': 3.036, 'epoch': 10.05}
{'loss': 5.8143, 'learning_rate': 7.45935754189944e-05, 'epoch': 10.55}
{'loss': 5.7549, 'learning_rate': 7.417458100558659e-05, 'epoch': 11.06}
{'loss': 5.5454, 'learning_rate': 7.375558659217876e-05, 'epoch': 11.56}
{'loss': 5.3124, 'learning_rate': 7.333659217877095e-05, 'epoch': 12.06}
{'loss': 5.0489, 'learning_rate': 7.291759776536312e-05, 'epoch': 12.56}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:51,  7.21it/s]

  1%|          | 3/370 [00:00<01:07,  5.44it/s]

  1%|          | 4/370 [00:00<01:17,  4.74it/s]

  1%|▏         | 5/370 [00:01<01:21,  4.49it/s]

  2%|▏         | 6/370 [00:01<01:14,  4.89it/s]

  2%|▏         | 7/370 [00:01<01:23,  4.37it/s]

  2%|▏         | 8/370 [00:01<01:20,  4.51it/s]

  2%|▏         | 9/370 [00:01<01:21,  4.42it/s]

  3%|▎         | 10/370 [00:02<01:20,  4.47it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.44it/s]

  3%|▎         | 12/370 [00:02<01:22,  4.32it/s]

  4%|▎         | 13/370 [00:02<01:22,  4.31it/s]

  4%|▍         | 14/370 [00:03<01:26,  4.11it/s]

  4%|▍         | 15/370 [00:03<01:20,  4.40it/s]

  4%|▍         | 16/370 [00:03<01:22,  4.31it/s]

  5%|▍         | 17/370 [00:03<01:16,  4.61it/s]

  5%|▍         | 18/370 [00:03<01:13,  4.81it/s]

  5%|▌         | 19/370 [00:04<01:16,  4.56it/s]

  5%|▌         | 20/370 [00:04<01:19,  4.39it/s]

  6%|▌         | 21/370 [00:04<01:21,  4.27it/s]

  6%|▌         | 22/370 [00:04<01:15,  4.59it/s]

  6%|▌         | 23/370 [00:05<01:14,  4.68it/s]

  6%|▋         | 24/370 [00:05<01:15,  4.59it/s]

  7%|▋         | 25/370 [00:05<01:15,  4.54it/s]

  7%|▋         | 26/370 [00:05<01:11,  4.79it/s]

  7%|▋         | 27/370 [00:05<01:12,  4.75it/s]

  8%|▊         | 28/370 [00:06<01:13,  4.64it/s]

  8%|▊         | 29/370 [00:06<01:17,  4.39it/s]

  8%|▊         | 30/370 [00:06<01:18,  4.35it/s]

  8%|▊         | 31/370 [00:06<01:16,  4.43it/s]

  9%|▊         | 32/370 [00:07<01:15,  4.49it/s]

  9%|▉         | 33/370 [00:07<01:15,  4.48it/s]

  9%|▉         | 34/370 [00:07<01:20,  4.19it/s]

  9%|▉         | 35/370 [00:07<01:22,  4.06it/s]

 10%|▉         | 36/370 [00:08<01:20,  4.15it/s]

 10%|█         | 37/370 [00:08<01:15,  4.40it/s]

 10%|█         | 38/370 [00:08<01:14,  4.46it/s]

 11%|█         | 39/370 [00:08<01:10,  4.67it/s]

 11%|█         | 40/370 [00:08<01:12,  4.55it/s]

 11%|█         | 41/370 [00:09<01:10,  4.66it/s]

 11%|█▏        | 42/370 [00:09<01:13,  4.45it/s]

 12%|█▏        | 43/370 [00:09<01:15,  4.31it/s]

 12%|█▏        | 44/370 [00:09<01:15,  4.32it/s]

 12%|█▏        | 45/370 [00:10<01:24,  3.86it/s]

 12%|█▏        | 46/370 [00:10<01:20,  4.03it/s]

 13%|█▎        | 47/370 [00:10<01:27,  3.70it/s]

 13%|█▎        | 48/370 [00:10<01:28,  3.64it/s]

 13%|█▎        | 49/370 [00:11<01:20,  3.99it/s]

 14%|█▎        | 50/370 [00:11<01:12,  4.43it/s]

 14%|█▍        | 51/370 [00:11<01:14,  4.28it/s]

 14%|█▍        | 52/370 [00:11<01:08,  4.62it/s]

 14%|█▍        | 53/370 [00:11<01:11,  4.41it/s]

 15%|█▍        | 54/370 [00:12<01:08,  4.63it/s]

 15%|█▍        | 55/370 [00:12<01:13,  4.27it/s]

 15%|█▌        | 56/370 [00:12<01:15,  4.17it/s]

 15%|█▌        | 57/370 [00:12<01:08,  4.55it/s]

 16%|█▌        | 58/370 [00:13<01:14,  4.18it/s]

 16%|█▌        | 59/370 [00:13<01:13,  4.21it/s]

 16%|█▌        | 60/370 [00:13<01:09,  4.43it/s]

 16%|█▋        | 61/370 [00:13<01:09,  4.45it/s]

 17%|█▋        | 62/370 [00:14<01:10,  4.37it/s]

 17%|█▋        | 63/370 [00:14<01:06,  4.64it/s]

 17%|█▋        | 64/370 [00:14<01:05,  4.68it/s]

 18%|█▊        | 65/370 [00:14<01:09,  4.40it/s]

 18%|█▊        | 66/370 [00:14<01:08,  4.46it/s]

 18%|█▊        | 67/370 [00:15<01:11,  4.26it/s]

 18%|█▊        | 68/370 [00:15<01:15,  3.98it/s]

 19%|█▊        | 69/370 [00:15<01:11,  4.21it/s]

 19%|█▉        | 70/370 [00:15<01:09,  4.31it/s]

 19%|█▉        | 71/370 [00:16<01:13,  4.09it/s]

 19%|█▉        | 72/370 [00:16<01:06,  4.47it/s]

 20%|█▉        | 73/370 [00:16<01:06,  4.45it/s]

 20%|██        | 74/370 [00:16<01:10,  4.22it/s]

 20%|██        | 75/370 [00:17<01:11,  4.11it/s]

 21%|██        | 76/370 [00:17<01:08,  4.30it/s]

 21%|██        | 77/370 [00:17<01:06,  4.43it/s]

 21%|██        | 78/370 [00:17<01:09,  4.19it/s]

 21%|██▏       | 79/370 [00:18<01:10,  4.15it/s]

 22%|██▏       | 80/370 [00:18<01:09,  4.18it/s]

 22%|██▏       | 81/370 [00:18<01:06,  4.33it/s]

 22%|██▏       | 82/370 [00:18<01:08,  4.23it/s]

 22%|██▏       | 83/370 [00:18<01:09,  4.14it/s]

 23%|██▎       | 84/370 [00:19<01:09,  4.10it/s]

 23%|██▎       | 85/370 [00:19<01:06,  4.28it/s]

 23%|██▎       | 86/370 [00:19<01:06,  4.25it/s]

 24%|██▎       | 87/370 [00:19<01:05,  4.32it/s]

 24%|██▍       | 88/370 [00:20<01:08,  4.12it/s]

 24%|██▍       | 89/370 [00:20<01:08,  4.08it/s]

 24%|██▍       | 90/370 [00:20<01:08,  4.09it/s]

 25%|██▍       | 91/370 [00:20<01:06,  4.20it/s]

 25%|██▍       | 92/370 [00:21<01:08,  4.05it/s]

 25%|██▌       | 93/370 [00:21<01:11,  3.89it/s]

 25%|██▌       | 94/370 [00:21<01:11,  3.87it/s]

 26%|██▌       | 95/370 [00:22<01:15,  3.65it/s]

 26%|██▌       | 96/370 [00:22<01:15,  3.65it/s]

 26%|██▌       | 97/370 [00:22<01:11,  3.80it/s]

 26%|██▋       | 98/370 [00:22<01:10,  3.86it/s]

 27%|██▋       | 99/370 [00:23<01:07,  3.99it/s]

 27%|██▋       | 100/370 [00:23<01:05,  4.14it/s]

 27%|██▋       | 101/370 [00:23<01:03,  4.23it/s]

 28%|██▊       | 102/370 [00:23<01:02,  4.29it/s]

 28%|██▊       | 103/370 [00:23<00:59,  4.52it/s]

 28%|██▊       | 104/370 [00:24<01:05,  4.08it/s]

 28%|██▊       | 105/370 [00:24<01:03,  4.20it/s]

 29%|██▊       | 106/370 [00:24<01:06,  3.94it/s]

 29%|██▉       | 107/370 [00:24<01:05,  4.03it/s]

 29%|██▉       | 108/370 [00:25<01:03,  4.12it/s]

 29%|██▉       | 109/370 [00:25<01:05,  3.99it/s]

 30%|██▉       | 110/370 [00:25<01:02,  4.16it/s]

 30%|███       | 111/370 [00:25<01:01,  4.23it/s]

 30%|███       | 112/370 [00:26<01:02,  4.11it/s]

 31%|███       | 113/370 [00:26<01:00,  4.25it/s]

 31%|███       | 114/370 [00:26<01:00,  4.24it/s]

 31%|███       | 115/370 [00:26<01:03,  4.01it/s]

 31%|███▏      | 116/370 [00:27<01:06,  3.83it/s]

 32%|███▏      | 117/370 [00:27<01:09,  3.63it/s]

 32%|███▏      | 118/370 [00:27<01:08,  3.67it/s]

 32%|███▏      | 119/370 [00:27<01:06,  3.79it/s]

 32%|███▏      | 120/370 [00:28<01:03,  3.95it/s]

 33%|███▎      | 121/370 [00:28<01:01,  4.05it/s]

 33%|███▎      | 122/370 [00:28<01:01,  4.00it/s]

 33%|███▎      | 123/370 [00:28<00:58,  4.21it/s]

 34%|███▎      | 124/370 [00:29<00:53,  4.56it/s]

 34%|███▍      | 125/370 [00:29<00:56,  4.31it/s]

 34%|███▍      | 126/370 [00:29<00:56,  4.33it/s]

 34%|███▍      | 127/370 [00:29<00:59,  4.11it/s]

 35%|███▍      | 128/370 [00:30<01:00,  4.01it/s]

 35%|███▍      | 129/370 [00:30<01:03,  3.79it/s]

 35%|███▌      | 130/370 [00:30<01:03,  3.79it/s]

 35%|███▌      | 131/370 [00:30<01:06,  3.60it/s]

 36%|███▌      | 132/370 [00:31<01:01,  3.84it/s]

 36%|███▌      | 133/370 [00:31<00:59,  3.96it/s]

 36%|███▌      | 134/370 [00:31<01:00,  3.91it/s]

 36%|███▋      | 135/370 [00:31<01:00,  3.87it/s]

 37%|███▋      | 136/370 [00:32<00:59,  3.94it/s]

 37%|███▋      | 137/370 [00:32<00:59,  3.93it/s]

 37%|███▋      | 138/370 [00:32<00:59,  3.89it/s]

 38%|███▊      | 139/370 [00:32<00:57,  4.01it/s]

 38%|███▊      | 140/370 [00:33<00:54,  4.25it/s]

 38%|███▊      | 141/370 [00:33<01:02,  3.66it/s]

 38%|███▊      | 142/370 [00:33<01:01,  3.72it/s]

 39%|███▊      | 143/370 [00:33<00:58,  3.89it/s]

 39%|███▉      | 144/370 [00:34<00:58,  3.86it/s]

 39%|███▉      | 145/370 [00:34<01:00,  3.70it/s]

 39%|███▉      | 146/370 [00:34<00:57,  3.90it/s]

 40%|███▉      | 147/370 [00:35<00:57,  3.85it/s]

 40%|████      | 148/370 [00:35<01:01,  3.64it/s]

 40%|████      | 149/370 [00:35<00:59,  3.70it/s]

 41%|████      | 150/370 [00:35<00:54,  4.03it/s]

 41%|████      | 151/370 [00:36<00:51,  4.23it/s]

 41%|████      | 152/370 [00:36<00:52,  4.16it/s]

 41%|████▏     | 153/370 [00:36<00:53,  4.07it/s]

 42%|████▏     | 154/370 [00:36<00:53,  4.02it/s]

 42%|████▏     | 155/370 [00:37<00:52,  4.09it/s]

 42%|████▏     | 156/370 [00:37<00:56,  3.78it/s]

 42%|████▏     | 157/370 [00:37<00:55,  3.83it/s]

 43%|████▎     | 158/370 [00:37<00:53,  3.94it/s]

 43%|████▎     | 159/370 [00:38<00:50,  4.21it/s]

 43%|████▎     | 160/370 [00:38<00:49,  4.20it/s]

 44%|████▎     | 161/370 [00:38<00:49,  4.19it/s]

 44%|████▍     | 162/370 [00:38<00:50,  4.14it/s]

 44%|████▍     | 163/370 [00:38<00:47,  4.33it/s]

 44%|████▍     | 164/370 [00:39<00:48,  4.27it/s]

 45%|████▍     | 165/370 [00:39<00:51,  3.97it/s]

 45%|████▍     | 166/370 [00:39<00:52,  3.88it/s]

 45%|████▌     | 167/370 [00:39<00:51,  3.97it/s]

 45%|████▌     | 168/370 [00:40<00:49,  4.10it/s]

 46%|████▌     | 169/370 [00:40<00:47,  4.22it/s]

 46%|████▌     | 170/370 [00:40<00:48,  4.16it/s]

 46%|████▌     | 171/370 [00:40<00:49,  4.03it/s]

 46%|████▋     | 172/370 [00:41<00:45,  4.39it/s]

 47%|████▋     | 173/370 [00:41<00:42,  4.67it/s]

 47%|████▋     | 174/370 [00:41<00:45,  4.33it/s]

 47%|████▋     | 175/370 [00:41<00:44,  4.38it/s]

 48%|████▊     | 176/370 [00:42<00:43,  4.45it/s]

 48%|████▊     | 177/370 [00:42<00:46,  4.14it/s]

 48%|████▊     | 178/370 [00:42<00:44,  4.28it/s]

 48%|████▊     | 179/370 [00:42<00:45,  4.19it/s]

 49%|████▊     | 180/370 [00:42<00:42,  4.49it/s]

 49%|████▉     | 181/370 [00:43<00:42,  4.40it/s]

 49%|████▉     | 182/370 [00:43<00:43,  4.37it/s]

 49%|████▉     | 183/370 [00:43<00:46,  4.04it/s]

 50%|████▉     | 184/370 [00:43<00:46,  4.01it/s]

 50%|█████     | 185/370 [00:44<00:44,  4.17it/s]

 50%|█████     | 186/370 [00:44<00:44,  4.12it/s]

 51%|█████     | 187/370 [00:44<00:46,  3.97it/s]

 51%|█████     | 188/370 [00:44<00:46,  3.90it/s]

 51%|█████     | 189/370 [00:45<00:47,  3.84it/s]

 51%|█████▏    | 190/370 [00:45<00:44,  4.02it/s]

 52%|█████▏    | 191/370 [00:45<00:42,  4.22it/s]

 52%|█████▏    | 192/370 [00:45<00:43,  4.05it/s]

 52%|█████▏    | 193/370 [00:46<00:45,  3.90it/s]

 52%|█████▏    | 194/370 [00:46<00:40,  4.31it/s]

 53%|█████▎    | 195/370 [00:46<00:41,  4.21it/s]

 53%|█████▎    | 196/370 [00:46<00:40,  4.26it/s]

 53%|█████▎    | 197/370 [00:47<00:40,  4.31it/s]

 54%|█████▎    | 198/370 [00:47<00:42,  4.08it/s]

 54%|█████▍    | 199/370 [00:47<00:40,  4.21it/s]

 54%|█████▍    | 200/370 [00:47<00:41,  4.12it/s]

 54%|█████▍    | 201/370 [00:48<00:40,  4.17it/s]

 55%|█████▍    | 202/370 [00:48<00:39,  4.22it/s]

 55%|█████▍    | 203/370 [00:48<00:38,  4.33it/s]

 55%|█████▌    | 204/370 [00:48<00:41,  3.99it/s]

 55%|█████▌    | 205/370 [00:49<00:39,  4.20it/s]

 56%|█████▌    | 206/370 [00:49<00:40,  4.09it/s]

 56%|█████▌    | 207/370 [00:49<00:40,  4.06it/s]

 56%|█████▌    | 208/370 [00:49<00:41,  3.86it/s]

 56%|█████▋    | 209/370 [00:50<00:40,  3.94it/s]

 57%|█████▋    | 210/370 [00:50<00:42,  3.79it/s]

 57%|█████▋    | 211/370 [00:50<00:43,  3.63it/s]

 57%|█████▋    | 212/370 [00:50<00:42,  3.69it/s]

 58%|█████▊    | 213/370 [00:51<00:43,  3.61it/s]

 58%|█████▊    | 214/370 [00:51<00:40,  3.84it/s]

 58%|█████▊    | 215/370 [00:51<00:41,  3.76it/s]

 58%|█████▊    | 216/370 [00:51<00:39,  3.91it/s]

 59%|█████▊    | 217/370 [00:52<00:38,  4.01it/s]

 59%|█████▉    | 218/370 [00:52<00:35,  4.23it/s]

 59%|█████▉    | 219/370 [00:52<00:36,  4.09it/s]

 59%|█████▉    | 220/370 [00:52<00:36,  4.10it/s]

 60%|█████▉    | 221/370 [00:53<00:38,  3.91it/s]

 60%|██████    | 222/370 [00:53<00:36,  4.06it/s]

 60%|██████    | 223/370 [00:53<00:37,  3.87it/s]

 61%|██████    | 224/370 [00:54<00:41,  3.48it/s]

 61%|██████    | 225/370 [00:54<00:44,  3.29it/s]

 61%|██████    | 226/370 [00:54<00:41,  3.45it/s]

 61%|██████▏   | 227/370 [00:54<00:41,  3.45it/s]

 62%|██████▏   | 228/370 [00:55<00:41,  3.45it/s]

 62%|██████▏   | 229/370 [00:55<00:40,  3.46it/s]

 62%|██████▏   | 230/370 [00:55<00:40,  3.47it/s]

 62%|██████▏   | 231/370 [00:56<00:38,  3.59it/s]

 63%|██████▎   | 232/370 [00:56<00:39,  3.46it/s]

 63%|██████▎   | 233/370 [00:56<00:40,  3.41it/s]

 63%|██████▎   | 234/370 [00:56<00:38,  3.54it/s]

 64%|██████▎   | 235/370 [00:57<00:37,  3.64it/s]

 64%|██████▍   | 236/370 [00:57<00:35,  3.81it/s]

 64%|██████▍   | 237/370 [00:57<00:35,  3.76it/s]

 64%|██████▍   | 238/370 [00:57<00:35,  3.70it/s]

 65%|██████▍   | 239/370 [00:58<00:34,  3.78it/s]

 65%|██████▍   | 240/370 [00:58<00:35,  3.65it/s]

 65%|██████▌   | 241/370 [00:58<00:35,  3.61it/s]

 65%|██████▌   | 242/370 [00:59<00:34,  3.68it/s]

 66%|██████▌   | 243/370 [00:59<00:37,  3.34it/s]

 66%|██████▌   | 244/370 [00:59<00:39,  3.18it/s]

 66%|██████▌   | 245/370 [01:00<00:38,  3.27it/s]

 66%|██████▋   | 246/370 [01:00<00:36,  3.44it/s]

 67%|██████▋   | 247/370 [01:00<00:32,  3.78it/s]

 67%|██████▋   | 248/370 [01:00<00:31,  3.90it/s]

 67%|██████▋   | 249/370 [01:01<00:31,  3.89it/s]

 68%|██████▊   | 250/370 [01:01<00:31,  3.79it/s]

 68%|██████▊   | 251/370 [01:01<00:30,  3.88it/s]

 68%|██████▊   | 252/370 [01:01<00:33,  3.50it/s]

 68%|██████▊   | 253/370 [01:02<00:33,  3.54it/s]

 69%|██████▊   | 254/370 [01:02<00:32,  3.56it/s]

 69%|██████▉   | 255/370 [01:02<00:32,  3.58it/s]

 69%|██████▉   | 256/370 [01:03<00:32,  3.46it/s]

 69%|██████▉   | 257/370 [01:03<00:33,  3.36it/s]

 70%|██████▉   | 258/370 [01:03<00:32,  3.40it/s]

 70%|███████   | 259/370 [01:03<00:32,  3.42it/s]

 70%|███████   | 260/370 [01:04<00:30,  3.58it/s]

 71%|███████   | 261/370 [01:04<00:30,  3.52it/s]

 71%|███████   | 262/370 [01:04<00:30,  3.50it/s]

 71%|███████   | 263/370 [01:05<00:31,  3.35it/s]

 71%|███████▏  | 264/370 [01:05<00:32,  3.25it/s]

 72%|███████▏  | 265/370 [01:05<00:31,  3.37it/s]

 72%|███████▏  | 266/370 [01:06<00:31,  3.26it/s]

 72%|███████▏  | 267/370 [01:06<00:33,  3.12it/s]

 72%|███████▏  | 268/370 [01:06<00:32,  3.18it/s]

 73%|███████▎  | 269/370 [01:07<00:32,  3.10it/s]

 73%|███████▎  | 270/370 [01:07<00:31,  3.15it/s]

 73%|███████▎  | 271/370 [01:07<00:31,  3.14it/s]

 74%|███████▎  | 272/370 [01:07<00:29,  3.34it/s]

 74%|███████▍  | 273/370 [01:08<00:29,  3.32it/s]

 74%|███████▍  | 274/370 [01:08<00:28,  3.41it/s]

 74%|███████▍  | 275/370 [01:08<00:27,  3.43it/s]

 75%|███████▍  | 276/370 [01:09<00:27,  3.44it/s]

 75%|███████▍  | 277/370 [01:09<00:27,  3.35it/s]

 75%|███████▌  | 278/370 [01:09<00:28,  3.27it/s]

 75%|███████▌  | 279/370 [01:10<00:27,  3.26it/s]

 76%|███████▌  | 280/370 [01:10<00:27,  3.22it/s]

 76%|███████▌  | 281/370 [01:10<00:26,  3.33it/s]

 76%|███████▌  | 282/370 [01:10<00:26,  3.34it/s]

 76%|███████▋  | 283/370 [01:11<00:26,  3.28it/s]

 77%|███████▋  | 284/370 [01:11<00:26,  3.19it/s]

 77%|███████▋  | 285/370 [01:11<00:27,  3.06it/s]

 77%|███████▋  | 286/370 [01:12<00:27,  3.05it/s]

 78%|███████▊  | 287/370 [01:12<00:26,  3.15it/s]

 78%|███████▊  | 288/370 [01:12<00:25,  3.24it/s]

 78%|███████▊  | 289/370 [01:13<00:23,  3.45it/s]

 78%|███████▊  | 290/370 [01:13<00:24,  3.33it/s]

 79%|███████▊  | 291/370 [01:13<00:23,  3.31it/s]

 79%|███████▉  | 292/370 [01:13<00:22,  3.40it/s]

 79%|███████▉  | 293/370 [01:14<00:23,  3.34it/s]

 79%|███████▉  | 294/370 [01:14<00:22,  3.43it/s]

 80%|███████▉  | 295/370 [01:14<00:21,  3.53it/s]

 80%|████████  | 296/370 [01:15<00:22,  3.28it/s]

 80%|████████  | 297/370 [01:15<00:22,  3.21it/s]

 81%|████████  | 298/370 [01:15<00:23,  3.06it/s]

 81%|████████  | 299/370 [01:16<00:24,  2.95it/s]

 81%|████████  | 300/370 [01:16<00:22,  3.08it/s]

 81%|████████▏ | 301/370 [01:16<00:22,  3.05it/s]

 82%|████████▏ | 302/370 [01:17<00:21,  3.22it/s]

 82%|████████▏ | 303/370 [01:17<00:20,  3.26it/s]

 82%|████████▏ | 304/370 [01:17<00:19,  3.31it/s]

 82%|████████▏ | 305/370 [01:18<00:20,  3.22it/s]

 83%|████████▎ | 306/370 [01:18<00:19,  3.27it/s]

 83%|████████▎ | 307/370 [01:18<00:18,  3.36it/s]

 83%|████████▎ | 308/370 [01:18<00:18,  3.42it/s]

 84%|████████▎ | 309/370 [01:19<00:17,  3.42it/s]

 84%|████████▍ | 310/370 [01:19<00:18,  3.29it/s]

 84%|████████▍ | 311/370 [01:19<00:18,  3.25it/s]

 84%|████████▍ | 312/370 [01:20<00:19,  3.02it/s]

 85%|████████▍ | 313/370 [01:20<00:18,  3.16it/s]

 85%|████████▍ | 314/370 [01:20<00:16,  3.40it/s]

 85%|████████▌ | 315/370 [01:21<00:15,  3.51it/s]

 85%|████████▌ | 316/370 [01:21<00:15,  3.48it/s]

 86%|████████▌ | 317/370 [01:21<00:15,  3.42it/s]

 86%|████████▌ | 318/370 [01:21<00:15,  3.29it/s]

 86%|████████▌ | 319/370 [01:22<00:14,  3.42it/s]

 86%|████████▋ | 320/370 [01:22<00:15,  3.32it/s]

 87%|████████▋ | 321/370 [01:22<00:15,  3.08it/s]

 87%|████████▋ | 322/370 [01:23<00:14,  3.25it/s]

 87%|████████▋ | 323/370 [01:23<00:14,  3.33it/s]

 88%|████████▊ | 324/370 [01:23<00:13,  3.49it/s]

 88%|████████▊ | 325/370 [01:24<00:13,  3.42it/s]

 88%|████████▊ | 326/370 [01:24<00:13,  3.33it/s]

 88%|████████▊ | 327/370 [01:24<00:13,  3.30it/s]

 89%|████████▊ | 328/370 [01:24<00:11,  3.56it/s]

 89%|████████▉ | 329/370 [01:25<00:11,  3.64it/s]

 89%|████████▉ | 330/370 [01:25<00:11,  3.51it/s]

 89%|████████▉ | 331/370 [01:25<00:11,  3.45it/s]

 90%|████████▉ | 332/370 [01:26<00:10,  3.50it/s]

 90%|█████████ | 333/370 [01:26<00:10,  3.58it/s]

 90%|█████████ | 334/370 [01:26<00:10,  3.52it/s]

 91%|█████████ | 335/370 [01:26<00:09,  3.62it/s]

 91%|█████████ | 336/370 [01:27<00:09,  3.64it/s]

 91%|█████████ | 337/370 [01:27<00:09,  3.57it/s]

 91%|█████████▏| 338/370 [01:27<00:09,  3.45it/s]

 92%|█████████▏| 339/370 [01:28<00:08,  3.47it/s]

 92%|█████████▏| 340/370 [01:28<00:08,  3.36it/s]

 92%|█████████▏| 341/370 [01:28<00:08,  3.48it/s]

 92%|█████████▏| 342/370 [01:28<00:07,  3.58it/s]

 93%|█████████▎| 343/370 [01:29<00:07,  3.64it/s]

 93%|█████████▎| 344/370 [01:29<00:07,  3.34it/s]

 93%|█████████▎| 345/370 [01:29<00:07,  3.15it/s]

 94%|█████████▎| 346/370 [01:30<00:07,  3.09it/s]

 94%|█████████▍| 347/370 [01:30<00:07,  3.13it/s]

 94%|█████████▍| 348/370 [01:30<00:06,  3.31it/s]

 94%|█████████▍| 349/370 [01:31<00:06,  3.24it/s]

 95%|█████████▍| 350/370 [01:31<00:05,  3.37it/s]

 95%|█████████▍| 351/370 [01:31<00:05,  3.24it/s]

 95%|█████████▌| 352/370 [01:32<00:05,  3.10it/s]

 95%|█████████▌| 353/370 [01:32<00:05,  3.20it/s]

 96%|█████████▌| 354/370 [01:32<00:04,  3.21it/s]

 96%|█████████▌| 355/370 [01:32<00:04,  3.39it/s]

 96%|█████████▌| 356/370 [01:33<00:04,  3.49it/s]

 96%|█████████▋| 357/370 [01:33<00:03,  3.63it/s]

 97%|█████████▋| 358/370 [01:33<00:03,  3.92it/s]

 97%|█████████▋| 359/370 [01:33<00:02,  3.90it/s]

 97%|█████████▋| 360/370 [01:34<00:02,  3.68it/s]

 98%|█████████▊| 361/370 [01:34<00:02,  3.48it/s]

 98%|█████████▊| 362/370 [01:34<00:02,  3.51it/s]

 98%|█████████▊| 363/370 [01:34<00:01,  3.82it/s]

 98%|█████████▊| 364/370 [01:35<00:01,  3.54it/s]

 99%|█████████▊| 365/370 [01:35<00:01,  3.73it/s]

 99%|█████████▉| 366/370 [01:35<00:01,  3.70it/s]

 99%|█████████▉| 367/370 [01:36<00:00,  3.68it/s]

 99%|█████████▉| 368/370 [01:36<00:00,  3.77it/s]

100%|█████████▉| 369/370 [01:36<00:00,  3.77it/s]

100%|██████████| 370/370 [01:36<00:00,  4.05it/s]
                                                        

                                                 

 13%|█▎        | 2500/19900 [1:14:26<7:57:13,  1.65s/it]

100%|██████████| 370/370 [02:03<00:00,  4.05it/s]

                                                 Saving model checkpoint to ./checkpoint-2500
Configuration saved in ./checkpoint-2500/config.json
Model weights saved in ./checkpoint-2500/pytorch_model.bin
Configuration saved in ./checkpoint-2500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-1000] due to args.save_total_limit

 13%|█▎        | 2501/19900 [1:15:50<307:04:12, 63.54s/it]
 13%|█▎        | 2502/19900 [1:15:52<217:12:06, 44.94s/it]
 13%|█▎        | 2503/19900 [1:15:53<154:14:45, 31.92s/it]
 13%|█▎        | 2504/19900 [1:15:55<110:10:54, 22.80s/it]
 13%|█▎        | 2505/19900 [1:15:56<79:23:13, 16.43s/it] 
 13%|█▎        | 2506/19900 [1:15:58<57:53:20, 11.98s/it]
 13%|█▎        | 2507/19900 [1:15:59<42:42:43,  8.84s/it]
 13%|█▎        | 2508/19900 [1:16:01<32:00:35,  6.63s/it]
 13%|█▎        | 2509/19900 [1:16:02<24:28:20,  5.07s/it]
 13%|█▎        | 2510/19900 [1:16:04<19:12:04,  3.97s/it]
 13%|█▎        | 2511/19900 [1:16:05<15:32:29,  3.22s/it]
 13%|█▎        | 2512/19900 [1:16:06<12:53:45,  2.67s/it]
 13%|█▎        | 2513/19900 [1:16:08<10:58:00,  2.27s/it]
 13%|█▎        | 2514/19900 [1:16:09<9:28:49,  1.96s/it] 
 13%|█▎        | 2515/19900 [1:16:10<8:30:34,  1.76s/it]
 13%|█▎        | 2516/19900 [1:16:12<7:51:32,  1.63s/it]
 13%|█▎        | 2517/19900 [1:16:13<7:26:57,  1.54s/it]
 13%|█▎        | 2518/19900 [1:16:14<7:08:44,  1.48s/it]
 13%|█▎        | 2519/19900 [1:16:16<6:48:30,  1.41s/it]
 13%|█▎        | 2520/19900 [1:16:17<6:35:20,  1.36s/it]
 13%|█▎        | 2521/19900 [1:16:18<6:23:00,  1.32s/it]
 13%|█▎        | 2522/19900 [1:16:19<6:26:34,  1.33s/it]
 13%|█▎        | 2523/19900 [1:16:21<6:17:29,  1.30s/it]
 13%|█▎        | 2524/19900 [1:16:22<6:10:38,  1.28s/it]
 13%|█▎        | 2525/19900 [1:16:23<6:02:51,  1.25s/it]
 13%|█▎        | 2526/19900 [1:16:24<5:55:42,  1.23s/it]
 13%|█▎        | 2527/19900 [1:16:25<5:41:54,  1.18s/it]
 13%|█▎        | 2528/19900 [1:16:26<5:33:55,  1.15s/it]
 13%|█▎        | 2529/19900 [1:16:27<5:26:10,  1.13s/it]
 13%|█▎        | 2530/19900 [1:16:28<5:20:14,  1.11s/it]
 13%|█▎        | 2531/19900 [1:16:30<5:15:01,  1.09s/it]
 13%|█▎        | 2532/19900 [1:16:30<5:04:02,  1.05s/it]
 13%|█▎        | 2533/19900 [1:16:32<5:04:11,  1.05s/it]
 13%|█▎        | 2534/19900 [1:16:32<4:54:30,  1.02s/it]
 13%|█▎        | 2535/19900 [1:16:33<4:42:09,  1.03it/s]
 13%|█▎        | 2536/19900 [1:16:36<6:39:21,  1.38s/it]
 13%|█▎        | 2537/19900 [1:16:38<7:39:07,  1.59s/it]
 13%|█▎        | 2538/19900 [1:16:40<8:07:43,  1.69s/it]
 13%|█▎        | 2539/19900 [1:16:42<8:23:14,  1.74s/it]
 13%|█▎        | 2540/19900 [1:16:43<8:29:38,  1.76s/it]
 13%|█▎        | 2541/19900 [1:16:45<8:31:23,  1.77s/it]
 13%|█▎        | 2542/19900 [1:16:47<8:33:23,  1.77s/it]
 13%|█▎        | 2543/19900 [1:16:49<8:28:57,  1.76s/it]
 13%|█▎        | 2544/19900 [1:16:50<8:22:59,  1.74s/it]
 13%|█▎        | 2545/19900 [1:16:52<8:21:20,  1.73s/it]
 13%|█▎        | 2546/19900 [1:16:54<8:15:53,  1.71s/it]
 13%|█▎        | 2547/19900 [1:16:55<8:08:29,  1.69s/it]
 13%|█▎        | 2548/19900 [1:16:57<8:03:30,  1.67s/it]
 13%|█▎        | 2549/19900 [1:16:59<7:53:30,  1.64s/it]
 13%|█▎        | 2550/19900 [1:17:00<7:46:23,  1.61s/it]
 13%|█▎        | 2551/19900 [1:17:02<7:40:31,  1.59s/it]
 13%|█▎        | 2552/19900 [1:17:03<7:34:40,  1.57s/it]
 13%|█▎        | 2553/19900 [1:17:05<7:31:30,  1.56s/it]
 13%|█▎        | 2554/19900 [1:17:06<7:29:19,  1.55s/it]
 13%|█▎        | 2555/19900 [1:17:08<7:21:20,  1.53s/it]
 13%|█▎        | 2556/19900 [1:17:09<7:14:37,  1.50s/it]
 13%|█▎        | 2557/19900 [1:17:11<7:08:24,  1.48s/it]
 13%|█▎        | 2558/19900 [1:17:12<7:03:51,  1.47s/it]
 13%|█▎        | 2559/19900 [1:17:13<6:58:56,  1.45s/it]
 13%|█▎        | 2560/19900 [1:17:15<6:56:40,  1.44s/it]
 13%|█▎        | 2561/19900 [1:17:16<6:55:11,  1.44s/it]
 13%|█▎        | 2562/19900 [1:17:18<6:44:32,  1.40s/it]
 13%|█▎        | 2563/19900 [1:17:19<6:36:06,  1.37s/it]
 13%|█▎        | 2564/19900 [1:17:20<6:27:52,  1.34s/it]
 13%|█▎        | 2565/19900 [1:17:21<6:23:18,  1.33s/it]
 13%|█▎        | 2566/19900 [1:17:23<6:22:11,  1.32s/it]
 13%|█▎        | 2567/19900 [1:17:24<6:17:44,  1.31s/it]
 13%|█▎        | 2568/19900 [1:17:25<6:11:37,  1.29s/it]
 13%|█▎        | 2569/19900 [1:17:26<6:07:06,  1.27s/it]
 13%|█▎        | 2570/19900 [1:17:28<6:01:51,  1.25s/it]
 13%|█▎        | 2571/19900 [1:17:29<6:01:03,  1.25s/it]
 13%|█▎        | 2572/19900 [1:17:30<5:57:55,  1.24s/it]
 13%|█▎        | 2573/19900 [1:17:31<5:53:35,  1.22s/it]
 13%|█▎        | 2574/19900 [1:17:33<5:51:11,  1.22s/it]
 13%|█▎        | 2575/19900 [1:17:34<5:44:53,  1.19s/it]
 13%|█▎        | 2576/19900 [1:17:35<5:37:50,  1.17s/it]
 13%|█▎        | 2577/19900 [1:17:36<5:34:20,  1.16s/it]
 13%|█▎        | 2578/19900 [1:17:37<5:27:37,  1.13s/it]
 13%|█▎        | 2579/19900 [1:17:38<5:18:55,  1.10s/it]
 13%|█▎        | 2580/19900 [1:17:39<5:12:03,  1.08s/it]
 13%|█▎        | 2581/19900 [1:17:40<5:05:09,  1.06s/it]
 13%|█▎        | 2582/19900 [1:17:41<5:01:10,  1.04s/it]
 13%|█▎        | 2583/19900 [1:17:42<4:53:55,  1.02s/it]
 13%|█▎        | 2584/19900 [1:17:43<4:43:42,  1.02it/s]
 13%|█▎        | 2585/19900 [1:17:45<6:03:37,  1.26s/it]
 13%|█▎        | 2586/19900 [1:17:46<6:22:34,  1.33s/it]
 13%|█▎        | 2587/19900 [1:17:48<6:09:53,  1.28s/it]
 13%|█▎        | 2588/19900 [1:17:50<8:22:18,  1.74s/it]
 13%|█▎        | 2589/19900 [1:17:52<8:57:55,  1.86s/it]
 13%|█▎        | 2590/19900 [1:17:54<9:09:30,  1.90s/it]
 13%|█▎        | 2591/19900 [1:17:56<9:09:10,  1.90s/it]
 13%|█▎        | 2592/19900 [1:17:58<9:02:30,  1.88s/it]
 13%|█▎        | 2593/19900 [1:18:00<8:55:22,  1.86s/it]
 13%|█▎        | 2594/19900 [1:18:02<8:48:20,  1.83s/it]
 13%|█▎        | 2595/19900 [1:18:03<8:38:16,  1.80s/it]
 13%|█▎        | 2596/19900 [1:18:05<8:30:01,  1.77s/it]
 13%|█▎        | 2597/19900 [1:18:07<8:17:47,  1.73s/it]
 13%|█▎        | 2598/19900 [1:18:08<8:08:32,  1.69s/it]
 13%|█▎        | 2599/19900 [1:18:10<7:59:54,  1.66s/it]
 13%|█▎        | 2600/19900 [1:18:12<7:52:57,  1.64s/it]
                                                        

 13%|█▎        | 2600/19900 [1:18:12<7:52:57,  1.64s/it]
 13%|█▎        | 2601/19900 [1:18:13<7:46:46,  1.62s/it]
 13%|█▎        | 2602/19900 [1:18:15<7:40:17,  1.60s/it]
 13%|█▎        | 2603/19900 [1:18:16<7:37:21,  1.59s/it]
 13%|█▎        | 2604/19900 [1:18:18<7:31:47,  1.57s/it]
 13%|█▎        | 2605/19900 [1:18:19<7:26:01,  1.55s/it]
 13%|█▎        | 2606/19900 [1:18:21<7:21:24,  1.53s/it]
 13%|█▎        | 2607/19900 [1:18:22<7:16:25,  1.51s/it]
 13%|█▎        | 2608/19900 [1:18:24<7:11:22,  1.50s/it]
 13%|█▎        | 2609/19900 [1:18:25<7:09:31,  1.49s/it]
 13%|█▎        | 2610/19900 [1:18:27<7:04:37,  1.47s/it]
 13%|█▎        | 2611/19900 [1:18:28<7:02:06,  1.46s/it]
 13%|█▎        | 2612/19900 [1:18:29<6:55:00,  1.44s/it]
 13%|█▎        | 2613/19900 [1:18:31<6:50:02,  1.42s/it]
 13%|█▎        | 2614/19900 [1:18:32<6:43:58,  1.40s/it]
 13%|█▎        | 2615/19900 [1:18:34<6:35:21,  1.37s/it]
 13%|█▎        | 2616/19900 [1:18:35<6:28:33,  1.35s/it]
 13%|█▎        | 2617/19900 [1:18:36<6:23:02,  1.33s/it]
 13%|█▎        | 2618/19900 [1:18:37<6:18:36,  1.31s/it]
 13%|█▎        | 2619/19900 [1:18:39<6:17:41,  1.31s/it]
 13%|█▎        | 2620/19900 [1:18:40<6:15:55,  1.31s/it]
 13%|█▎        | 2621/19900 [1:18:41<6:10:32,  1.29s/it]
 13%|█▎        | 2622/19900 [1:18:42<6:04:50,  1.27s/it]
 13%|█▎        | 2623/19900 [1:18:44<6:00:55,  1.25s/it]
 13%|█▎        | 2624/19900 [1:18:45<5:55:39,  1.24s/it]
 13%|█▎        | 2625/19900 [1:18:46<5:54:40,  1.23s/it]
 13%|█▎        | 2626/19900 [1:18:47<5:50:27,  1.22s/it]
 13%|█▎        | 2627/19900 [1:18:48<5:47:16,  1.21s/it]
 13%|█▎        | 2628/19900 [1:18:50<5:44:37,  1.20s/it]
 13%|█▎        | 2629/19900 [1:18:51<5:33:19,  1.16s/it]
 13%|█▎        | 2630/19900 [1:18:52<5:28:10,  1.14s/it]
 13%|█▎        | 2631/19900 [1:18:53<5:20:24,  1.11s/it]
 13%|█▎        | 2632/19900 [1:18:54<5:13:00,  1.09s/it]
 13%|█▎        | 2633/19900 [1:18:55<5:06:27,  1.06s/it]
 13%|█▎        | 2634/19900 [1:18:56<5:00:10,  1.04s/it]
 13%|█▎        | 2635/19900 [1:18:57<4:51:55,  1.01s/it]
 13%|█▎        | 2636/19900 [1:18:58<4:39:34,  1.03it/s]
 13%|█▎        | 2637/19900 [1:19:00<6:42:28,  1.40s/it]
 13%|█▎        | 2638/19900 [1:19:02<7:52:43,  1.64s/it]
 13%|█▎        | 2639/19900 [1:19:04<8:23:27,  1.75s/it]
 13%|█▎        | 2640/19900 [1:19:06<8:35:38,  1.79s/it]
 13%|█▎        | 2641/19900 [1:19:08<8:35:19,  1.79s/it]
 13%|█▎        | 2642/19900 [1:19:10<8:33:34,  1.79s/it]
 13%|█▎        | 2643/19900 [1:19:11<8:28:34,  1.77s/it]
 13%|█▎        | 2644/19900 [1:19:13<8:21:32,  1.74s/it]
 13%|█▎        | 2645/19900 [1:19:15<8:18:57,  1.73s/it]
 13%|█▎        | 2646/19900 [1:19:17<8:15:07,  1.72s/it]
 13%|█▎        | 2647/19900 [1:19:18<8:07:44,  1.70s/it]
 13%|█▎        | 2648/19900 [1:19:20<7:58:51,  1.67s/it]
 13%|█▎        | 2649/19900 [1:19:21<7:50:45,  1.64s/it]
 13%|█▎        | 2650/19900 [1:19:23<7:46:40,  1.62s/it]
 13%|█▎        | 2651/19900 [1:19:24<7:39:44,  1.60s/it]
 13%|█▎        | 2652/19900 [1:19:26<7:34:25,  1.58s/it]
 13%|█▎        | 2653/19900 [1:19:28<7:30:50,  1.57s/it]
 13%|█▎        | 2654/19900 [1:19:29<7:26:05,  1.55s/it]
 13%|█▎        | 2655/19900 [1:19:31<7:24:36,  1.55s/it]
 13%|█▎        | 2656/19900 [1:19:32<7:16:08,  1.52s/it]
 13%|█▎        | 2657/19900 [1:19:34<7:14:44,  1.51s/it]
 13%|█▎        | 2658/19900 [1:19:35<7:09:12,  1.49s/it]
 13%|█▎        | 2659/19900 [1:19:36<7:04:00,  1.48s/it]
 13%|█▎        | 2660/19900 [1:19:38<7:00:26,  1.46s/it]
 13%|█▎        | 2661/19900 [1:19:39<6:56:00,  1.45s/it]
 13%|█▎        | 2662/19900 [1:19:41<6:56:46,  1.45s/it]
 13%|█▎        | 2663/19900 [1:19:42<6:46:49,  1.42s/it]
 13%|█▎        | 2664/19900 [1:19:43<6:37:03,  1.38s/it]
 13%|█▎        | 2665/19900 [1:19:45<6:29:57,  1.36s/it]
 13%|█▎        | 2666/19900 [1:19:46<6:21:56,  1.33s/it]
 13%|█▎        | 2667/19900 [1:19:47<6:21:14,  1.33s/it]
 13%|█▎        | 2668/19900 [1:19:49<6:16:59,  1.31s/it]
 13%|█▎        | 2669/19900 [1:19:50<6:13:01,  1.30s/it]
 13%|█▎        | 2670/19900 [1:19:51<6:07:47,  1.28s/it]
 13%|█▎        | 2671/19900 [1:19:52<6:08:27,  1.28s/it]
 13%|█▎        | 2672/19900 [1:19:54<6:01:13,  1.26s/it]
 13%|█▎        | 2673/19900 [1:19:55<5:53:41,  1.23s/it]
 13%|█▎        | 2674/19900 [1:19:56<5:53:30,  1.23s/it]
 13%|█▎        | 2675/19900 [1:19:57<5:52:12,  1.23s/it]
 13%|█▎        | 2676/19900 [1:19:58<5:44:36,  1.20s/it]
 13%|█▎        | 2677/19900 [1:19:59<5:41:14,  1.19s/it]
 13%|█▎        | 2678/19900 [1:20:01<5:34:19,  1.16s/it]
 13%|█▎        | 2679/19900 [1:20:02<5:23:34,  1.13s/it]
 13%|█▎        | 2680/19900 [1:20:03<5:16:11,  1.10s/it]
 13%|█▎        | 2681/19900 [1:20:04<5:09:14,  1.08s/it]
 13%|█▎        | 2682/19900 [1:20:05<5:01:32,  1.05s/it]
 13%|█▎        | 2683/19900 [1:20:06<4:56:36,  1.03s/it]
 13%|█▎        | 2684/19900 [1:20:07<4:54:08,  1.03s/it]
 13%|█▎        | 2685/19900 [1:20:08<4:48:31,  1.01s/it]
 13%|█▎        | 2686/19900 [1:20:10<6:47:51,  1.42s/it]
 14%|█▎        | 2687/19900 [1:20:12<7:45:27,  1.62s/it]
 14%|█▎        | 2688/19900 [1:20:14<8:30:06,  1.78s/it]
 14%|█▎        | 2689/19900 [1:20:16<8:51:01,  1.85s/it]
 14%|█▎        | 2690/19900 [1:20:18<8:49:20,  1.85s/it]
 14%|█▎        | 2691/19900 [1:20:20<8:45:08,  1.83s/it]
 14%|█▎        | 2692/19900 [1:20:22<8:44:32,  1.83s/it]
 14%|█▎        | 2693/19900 [1:20:23<8:35:31,  1.80s/it]
 14%|█▎        | 2694/19900 [1:20:25<8:27:12,  1.77s/it]
 14%|█▎        | 2695/19900 [1:20:27<8:18:02,  1.74s/it]
 14%|█▎        | 2696/19900 [1:20:28<8:07:33,  1.70s/it]
 14%|█▎        | 2697/19900 [1:20:30<8:02:21,  1.68s/it]
 14%|█▎        | 2698/19900 [1:20:32<7:57:37,  1.67s/it]
 14%|█▎        | 2699/19900 [1:20:33<7:49:30,  1.64s/it]
 14%|█▎        | 2700/19900 [1:20:35<7:46:14,  1.63s/it]
                                                        

 14%|█▎        | 2700/19900 [1:20:35<7:46:14,  1.63s/it]
 14%|█▎        | 2701/19900 [1:20:36<7:38:58,  1.60s/it]
 14%|█▎        | 2702/19900 [1:20:38<7:29:43,  1.57s/it]
 14%|█▎        | 2703/19900 [1:20:39<7:24:51,  1.55s/it]
 14%|█▎        | 2704/19900 [1:20:41<7:18:23,  1.53s/it]
 14%|█▎        | 2705/19900 [1:20:42<7:21:10,  1.54s/it]
 14%|█▎        | 2706/19900 [1:20:44<7:18:18,  1.53s/it]
 14%|█▎        | 2707/19900 [1:20:45<7:13:21,  1.51s/it]
 14%|█▎        | 2708/19900 [1:20:47<7:07:22,  1.49s/it]
 14%|█▎        | 2709/19900 [1:20:48<7:01:58,  1.47s/it]
 14%|█▎        | 2710/19900 [1:20:50<6:54:21,  1.45s/it]
 14%|█▎        | 2711/19900 [1:20:51<6:42:31,  1.41s/it]
 14%|█▎        | 2712/19900 [1:20:52<6:37:59,  1.39s/it]
 14%|█▎        | 2713/19900 [1:20:54<6:32:29,  1.37s/it]
 14%|█▎        | 2714/19900 [1:20:55<6:30:45,  1.36s/it]
 14%|█▎        | 2715/19900 [1:20:56<6:24:54,  1.34s/it]
 14%|█▎        | 2716/19900 [1:20:58<6:18:32,  1.32s/it]
 14%|█▎        | 2717/19900 [1:20:59<6:13:48,  1.31s/it]
 14%|█▎        | 2718/19900 [1:21:00<6:08:54,  1.29s/it]
 14%|█▎        | 2719/19900 [1:21:01<6:04:46,  1.27s/it]
 14%|█▎        | 2720/19900 [1:21:03<5:57:29,  1.25s/it]
 14%|█▎        | 2721/19900 [1:21:04<5:53:39,  1.24s/it]
 14%|█▎        | 2722/19900 [1:21:05<5:50:42,  1.22s/it]
 14%|█▎        | 2723/19900 [1:21:06<5:49:12,  1.22s/it]
 14%|█▎        | 2724/19900 [1:21:07<5:46:21,  1.21s/it]
 14%|█▎        | 2725/19900 [1:21:09<5:41:32,  1.19s/it]
 14%|█▎        | 2726/19900 [1:21:10<5:35:52,  1.17s/it]
 14%|█▎        | 2727/19900 [1:21:11<5:34:04,  1.17s/it]
 14%|█▎        | 2728/19900 [1:21:12<5:25:28,  1.14s/it]
 14%|█▎        | 2729/19900 [1:21:13<5:17:09,  1.11s/it]
 14%|█▎        | 2730/19900 [1:21:14<5:10:49,  1.09s/it]
 14%|█▎        | 2731/19900 [1:21:15<5:02:03,  1.06s/it]
 14%|█▎        | 2732/19900 [1:21:16<4:58:49,  1.04s/it]
 14%|█▎        | 2733/19900 [1:21:17<4:50:52,  1.02s/it]
 14%|█▎        | 2734/19900 [1:21:18<4:42:06,  1.01it/s]
 14%|█▎        | 2735/19900 [1:21:20<6:41:22,  1.40s/it]
 14%|█▎        | 2736/19900 [1:21:22<7:40:21,  1.61s/it]
 14%|█▍        | 2737/19900 [1:21:24<8:10:56,  1.72s/it]
 14%|█▍        | 2738/19900 [1:21:26<8:23:37,  1.76s/it]
 14%|█▍        | 2739/19900 [1:21:28<8:30:12,  1.78s/it]
 14%|█▍        | 2740/19900 [1:21:30<8:32:28,  1.79s/it]
 14%|█▍        | 2741/19900 [1:21:32<8:32:52,  1.79s/it]
 14%|█▍        | 2742/19900 [1:21:33<8:28:08,  1.78s/it]
 14%|█▍        | 2743/19900 [1:21:35<8:21:20,  1.75s/it]
 14%|█▍        | 2744/19900 [1:21:37<8:13:07,  1.72s/it]
 14%|█▍        | 2745/19900 [1:21:38<8:06:47,  1.70s/it]
 14%|█▍        | 2746/19900 [1:21:40<7:58:12,  1.67s/it]
 14%|█▍        | 2747/19900 [1:21:41<7:52:47,  1.65s/it]
 14%|█▍        | 2748/19900 [1:21:43<7:44:31,  1.62s/it]
 14%|█▍        | 2749/19900 [1:21:45<7:36:20,  1.60s/it]
 14%|█▍        | 2750/19900 [1:21:46<7:29:32,  1.57s/it]
 14%|█▍        | 2751/19900 [1:21:48<7:25:42,  1.56s/it]
 14%|█▍        | 2752/19900 [1:21:49<7:21:18,  1.54s/it]
 14%|█▍        | 2753/19900 [1:21:51<7:15:59,  1.53s/it]
 14%|█▍        | 2754/19900 [1:21:52<7:11:41,  1.51s/it]
 14%|█▍        | 2755/19900 [1:21:54<7:09:55,  1.50s/it]
 14%|█▍        | 2756/19900 [1:21:55<7:04:55,  1.49s/it]
 14%|█▍        | 2757/19900 [1:21:56<7:00:27,  1.47s/it]
 14%|█▍        | 2758/19900 [1:21:58<6:57:24,  1.46s/it]
 14%|█▍        | 2759/19900 [1:21:59<6:53:20,  1.45s/it]
 14%|█▍        | 2760/19900 [1:22:01<6:47:49,  1.43s/it]
 14%|█▍        | 2761/19900 [1:22:02<6:42:14,  1.41s/it]
 14%|█▍        | 2762/19900 [1:22:03<6:36:08,  1.39s/it]
 14%|█▍        | 2763/19900 [1:22:05<6:28:57,  1.36s/it]
 14%|█▍        | 2764/19900 [1:22:06<6:21:11,  1.33s/it]
 14%|█▍        | 2765/19900 [1:22:07<6:16:05,  1.32s/it]
 14%|█▍        | 2766/19900 [1:22:09<6:10:32,  1.30s/it]
 14%|█▍        | 2767/19900 [1:22:10<6:09:59,  1.30s/it]
 14%|█▍        | 2768/19900 [1:22:11<6:08:27,  1.29s/it]
 14%|█▍        | 2769/19900 [1:22:12<6:03:42,  1.27s/it]
 14%|█▍        | 2770/19900 [1:22:13<5:55:42,  1.25s/it]
 14%|█▍        | 2771/19900 [1:22:15<5:50:29,  1.23s/it]
 14%|█▍        | 2772/19900 [1:22:16<5:46:14,  1.21s/it]
 14%|█▍        | 2773/19900 [1:22:17<5:43:13,  1.20s/it]
 14%|█▍        | 2774/19900 [1:22:18<5:38:27,  1.19s/it]
 14%|█▍        | 2775/19900 [1:22:19<5:28:44,  1.15s/it]
 14%|█▍        | 2776/19900 [1:22:20<5:22:15,  1.13s/it]
 14%|█▍        | 2777/19900 [1:22:21<5:15:37,  1.11s/it]
 14%|█▍        | 2778/19900 [1:22:22<5:10:37,  1.09s/it]
 14%|█▍        | 2779/19900 [1:22:23<5:03:47,  1.06s/it]
 14%|█▍        | 2780/19900 [1:22:24<5:01:22,  1.06s/it]
 14%|█▍        | 2781/19900 [1:22:25<4:54:33,  1.03s/it]
 14%|█▍        | 2782/19900 [1:22:26<4:51:54,  1.02s/it]
 14%|█▍        | 2783/19900 [1:22:27<4:43:07,  1.01it/s]
 14%|█▍        | 2784/19900 [1:22:29<5:51:35,  1.23s/it]
 14%|█▍        | 2785/19900 [1:22:31<6:12:35,  1.31s/it]
 14%|█▍        | 2786/19900 [1:22:32<6:04:33,  1.28s/it]
 14%|█▍        | 2787/19900 [1:22:35<8:21:07,  1.76s/it]
 14%|█▍        | 2788/19900 [1:22:37<8:59:20,  1.89s/it]
 14%|█▍        | 2789/19900 [1:22:39<9:10:46,  1.93s/it]
 14%|█▍        | 2790/19900 [1:22:41<9:08:16,  1.92s/it]
 14%|█▍        | 2791/19900 [1:22:43<9:02:27,  1.90s/it]
 14%|█▍        | 2792/19900 [1:22:45<9:02:47,  1.90s/it]
 14%|█▍        | 2793/19900 [1:22:46<8:54:01,  1.87s/it]
 14%|█▍        | 2794/19900 [1:22:48<8:35:38,  1.81s/it]
 14%|█▍        | 2795/19900 [1:22:50<8:35:03,  1.81s/it]
 14%|█▍        | 2796/19900 [1:22:52<8:27:09,  1.78s/it]
 14%|█▍        | 2797/19900 [1:22:53<8:14:50,  1.74s/it]
 14%|█▍        | 2798/19900 [1:22:55<8:03:44,  1.70s/it]
 14%|█▍        | 2799/19900 [1:22:56<7:56:12,  1.67s/it]
 14%|█▍        | 2800/19900 [1:22:58<7:48:37,  1.64s/it]
                                                        

 14%|█▍        | 2800/19900 [1:22:58<7:48:37,  1.64s/it]
 14%|█▍        | 2801/19900 [1:23:00<7:45:40,  1.63s/it]
 14%|█▍        | 2802/19900 [1:23:01<7:38:52,  1.61s/it]
 14%|█▍        | 2803/19900 [1:23:03<7:28:13,  1.57s/it]
 14%|█▍        | 2804/19900 [1:23:04<7:23:07,  1.56s/it]
 14%|█▍        | 2805/19900 [1:23:06<7:17:14,  1.53s/it]
 14%|█▍        | 2806/19900 [1:23:07<7:12:55,  1.52s/it]
 14%|█▍        | 2807/19900 [1:23:09<7:07:14,  1.50s/it]
 14%|█▍        | 2808/19900 [1:23:10<7:03:10,  1.49s/it]
 14%|█▍        | 2809/19900 [1:23:12<7:03:16,  1.49s/it]
 14%|█▍        | 2810/19900 [1:23:13<6:58:00,  1.47s/it]
 14%|█▍        | 2811/19900 [1:23:14<6:55:02,  1.46s/it]
 14%|█▍        | 2812/19900 [1:23:16<6:48:56,  1.44s/it]
 14%|█▍        | 2813/19900 [1:23:17<6:45:54,  1.43s/it]
 14%|█▍        | 2814/19900 [1:23:19<6:37:31,  1.40s/it]
 14%|█▍        | 2815/19900 [1:23:20<6:30:25,  1.37s/it]
 14%|█▍        | 2816/19900 [1:23:21<6:22:06,  1.34s/it]
 14%|█▍        | 2817/19900 [1:23:22<6:14:22,  1.31s/it]
 14%|█▍        | 2818/19900 [1:23:24<6:08:01,  1.29s/it]
 14%|█▍        | 2819/19900 [1:23:25<6:04:40,  1.28s/it]
 14%|█▍        | 2820/19900 [1:23:26<6:00:39,  1.27s/it]
 14%|█▍        | 2821/19900 [1:23:27<6:01:01,  1.27s/it]
 14%|█▍        | 2822/19900 [1:23:29<6:00:14,  1.27s/it]
 14%|█▍        | 2823/19900 [1:23:30<5:56:52,  1.25s/it]
 14%|█▍        | 2824/19900 [1:23:31<5:51:14,  1.23s/it]
 14%|█▍        | 2825/19900 [1:23:32<5:45:22,  1.21s/it]
 14%|█▍        | 2826/19900 [1:23:33<5:38:39,  1.19s/it]
 14%|█▍        | 2827/19900 [1:23:34<5:35:04,  1.18s/it]
 14%|█▍        | 2828/19900 [1:23:36<5:28:07,  1.15s/it]
 14%|█▍        | 2829/19900 [1:23:37<5:21:26,  1.13s/it]
 14%|█▍        | 2830/19900 [1:23:38<5:15:58,  1.11s/it]
 14%|█▍        | 2831/19900 [1:23:39<5:12:03,  1.10s/it]
 14%|█▍        | 2832/19900 [1:23:40<5:02:35,  1.06s/it]
 14%|█▍        | 2833/19900 [1:23:41<4:54:40,  1.04s/it]
 14%|█▍        | 2834/19900 [1:23:42<4:47:07,  1.01s/it]
 14%|█▍        | 2835/19900 [1:23:43<4:38:05,  1.02it/s]
 14%|█▍        | 2836/19900 [1:23:45<6:38:00,  1.40s/it]
 14%|█▍        | 2837/19900 [1:23:47<7:34:46,  1.60s/it]
 14%|█▍        | 2838/19900 [1:23:49<8:02:40,  1.70s/it]
 14%|█▍        | 2839/19900 [1:23:51<8:22:10,  1.77s/it]
 14%|█▍        | 2840/19900 [1:23:53<8:30:25,  1.80s/it]
 14%|█▍        | 2841/19900 [1:23:55<8:30:23,  1.80s/it]
 14%|█▍        | 2842/19900 [1:23:56<8:25:47,  1.78s/it]
 14%|█▍        | 2843/19900 [1:23:58<8:26:59,  1.78s/it]
 14%|█▍        | 2844/19900 [1:24:00<8:22:49,  1.77s/it]
 14%|█▍        | 2845/19900 [1:24:01<8:11:45,  1.73s/it]
 14%|█▍        | 2846/19900 [1:24:03<8:00:24,  1.69s/it]
 14%|█▍        | 2847/19900 [1:24:05<7:48:44,  1.65s/it]
 14%|█▍        | 2848/19900 [1:24:06<7:40:10,  1.62s/it]
 14%|█▍        | 2849/19900 [1:24:08<7:32:08,  1.59s/it]
 14%|█▍        | 2850/19900 [1:24:09<7:31:51,  1.59s/it]
 14%|█▍        | 2851/19900 [1:24:11<7:25:58,  1.57s/it]
 14%|█▍        | 2852/19900 [1:24:12<7:21:22,  1.55s/it]
 14%|█▍        | 2853/19900 [1:24:14<7:18:06,  1.54s/it]
 14%|█▍        | 2854/19900 [1:24:15<7:15:36,  1.53s/it]
 14%|█▍        | 2855/19900 [1:24:17<7:13:21,  1.53s/it]
 14%|█▍        | 2856/19900 [1:24:18<7:09:12,  1.51s/it]
 14%|█▍        | 2857/19900 [1:24:20<7:04:02,  1.49s/it]
 14%|█▍        | 2858/19900 [1:24:21<6:57:51,  1.47s/it]
 14%|█▍        | 2859/19900 [1:24:23<6:57:38,  1.47s/it]
 14%|█▍        | 2860/19900 [1:24:24<6:54:51,  1.46s/it]
 14%|█▍        | 2861/19900 [1:24:26<6:54:53,  1.46s/it]
 14%|█▍        | 2862/19900 [1:24:27<6:51:37,  1.45s/it]
 14%|█▍        | 2863/19900 [1:24:28<6:45:20,  1.43s/it]
 14%|█▍        | 2864/19900 [1:24:30<6:35:28,  1.39s/it]
 14%|█▍        | 2865/19900 [1:24:31<6:32:41,  1.38s/it]
 14%|█▍        | 2866/19900 [1:24:32<6:25:18,  1.36s/it]
 14%|█▍        | 2867/19900 [1:24:34<6:19:39,  1.34s/it]
 14%|█▍        | 2868/19900 [1:24:35<6:11:58,  1.31s/it]
 14%|█▍        | 2869/19900 [1:24:36<6:07:50,  1.30s/it]
 14%|█▍        | 2870/19900 [1:24:37<6:02:23,  1.28s/it]
 14%|█▍        | 2871/19900 [1:24:39<5:57:09,  1.26s/it]
 14%|█▍        | 2872/19900 [1:24:40<5:51:12,  1.24s/it]
 14%|█▍        | 2873/19900 [1:24:41<5:49:01,  1.23s/it]
 14%|█▍        | 2874/19900 [1:24:42<5:46:16,  1.22s/it]
 14%|█▍        | 2875/19900 [1:24:43<5:39:49,  1.20s/it]
 14%|█▍        | 2876/19900 [1:24:44<5:32:16,  1.17s/it]
 14%|█▍        | 2877/19900 [1:24:46<5:23:56,  1.14s/it]
 14%|█▍        | 2878/19900 [1:24:47<5:16:55,  1.12s/it]
 14%|█▍        | 2879/19900 [1:24:48<5:13:12,  1.10s/it]
 14%|█▍        | 2880/19900 [1:24:49<5:08:08,  1.09s/it]
 14%|█▍        | 2881/19900 [1:24:50<5:01:23,  1.06s/it]
 14%|█▍        | 2882/19900 [1:24:51<4:55:45,  1.04s/it]
 14%|█▍        | 2883/19900 [1:24:52<4:52:45,  1.03s/it]
 14%|█▍        | 2884/19900 [1:24:53<4:40:44,  1.01it/s]
 14%|█▍        | 2885/19900 [1:24:55<6:29:47,  1.37s/it]
 15%|█▍        | 2886/19900 [1:24:57<7:28:18,  1.58s/it]
 15%|█▍        | 2887/19900 [1:24:59<8:02:07,  1.70s/it]
 15%|█▍        | 2888/19900 [1:25:01<8:21:57,  1.77s/it]
 15%|█▍        | 2889/19900 [1:25:03<8:25:28,  1.78s/it]
 15%|█▍        | 2890/19900 [1:25:04<8:25:16,  1.78s/it]
 15%|█▍        | 2891/19900 [1:25:06<8:22:56,  1.77s/it]
 15%|█▍        | 2892/19900 [1:25:08<8:17:57,  1.76s/it]
 15%|█▍        | 2893/19900 [1:25:10<8:09:44,  1.73s/it]
 15%|█▍        | 2894/19900 [1:25:11<8:05:01,  1.71s/it]
 15%|█▍        | 2895/19900 [1:25:13<7:58:01,  1.69s/it]
 15%|█▍        | 2896/19900 [1:25:14<7:51:09,  1.66s/it]
 15%|█▍        | 2897/19900 [1:25:16<7:44:44,  1.64s/it]
 15%|█▍        | 2898/19900 [1:25:18<7:36:52,  1.61s/it]
 15%|█▍        | 2899/19900 [1:25:19<7:30:54,  1.59s/it]
 15%|█▍        | 2900/19900 [1:25:21<7:24:24,  1.57s/it]
                                                        

 15%|█▍        | 2900/19900 [1:25:21<7:24:24,  1.57s/it]
 15%|█▍        | 2901/19900 [1:25:22<7:19:47,  1.55s/it]
 15%|█▍        | 2902/19900 [1:25:24<7:20:42,  1.56s/it]
 15%|█▍        | 2903/19900 [1:25:25<7:18:52,  1.55s/it]
 15%|█▍        | 2904/19900 [1:25:27<7:17:36,  1.54s/it]
 15%|█▍        | 2905/19900 [1:25:28<7:09:03,  1.51s/it]
 15%|█▍        | 2906/19900 [1:25:30<6:57:16,  1.47s/it]
 15%|█▍        | 2907/19900 [1:25:31<6:44:30,  1.43s/it]
 15%|█▍        | 2908/19900 [1:25:32<6:35:13,  1.40s/it]
 15%|█▍        | 2909/19900 [1:25:34<6:28:45,  1.37s/it]
 15%|█▍        | 2910/19900 [1:25:35<6:19:04,  1.34s/it]
 15%|█▍        | 2911/19900 [1:25:36<6:09:27,  1.30s/it]
 15%|█▍        | 2912/19900 [1:25:37<6:01:22,  1.28s/it]
 15%|█▍        | 2913/19900 [1:25:38<5:53:25,  1.25s/it]
 15%|█▍        | 2914/19900 [1:25:40<5:46:42,  1.22s/it]
 15%|█▍        | 2915/19900 [1:25:41<5:46:48,  1.23s/it]
 15%|█▍        | 2916/19900 [1:25:42<5:46:49,  1.23s/it]
 15%|█▍        | 2917/19900 [1:25:43<5:48:52,  1.23s/it]
 15%|█▍        | 2918/19900 [1:25:45<5:48:00,  1.23s/it]
 15%|█▍        | 2919/19900 [1:25:46<5:46:28,  1.22s/it]
 15%|█▍        | 2920/19900 [1:25:47<5:42:31,  1.21s/it]
 15%|█▍        | 2921/19900 [1:25:48<5:39:57,  1.20s/it]
 15%|█▍        | 2922/19900 [1:25:49<5:34:00,  1.18s/it]
 15%|█▍        | 2923/19900 [1:25:50<5:32:37,  1.18s/it]
 15%|█▍        | 2924/19900 [1:25:52<5:26:23,  1.15s/it]
 15%|█▍        | 2925/19900 [1:25:53<5:20:07,  1.13s/it]
 15%|█▍        | 2926/19900 [1:25:54<5:14:52,  1.11s/it]
 15%|█▍        | 2927/19900 [1:25:55<5:10:26,  1.10s/it]
 15%|█▍        | 2928/19900 [1:25:56<5:06:15,  1.08s/it]
 15%|█▍        | 2929/19900 [1:25:57<5:01:14,  1.07s/it]
 15%|█▍        | 2930/19900 [1:25:58<4:56:34,  1.05s/it]
 15%|█▍        | 2931/19900 [1:25:59<4:54:57,  1.04s/it]
 15%|█▍        | 2932/19900 [1:26:00<4:50:32,  1.03s/it]
 15%|█▍        | 2933/19900 [1:26:01<4:37:00,  1.02it/s]
 15%|█▍        | 2934/19900 [1:26:03<6:31:30,  1.38s/it]
 15%|█▍        | 2935/19900 [1:26:05<7:26:08,  1.58s/it]
 15%|█▍        | 2936/19900 [1:26:07<7:55:13,  1.68s/it]
 15%|█▍        | 2937/19900 [1:26:09<8:06:33,  1.72s/it]
 15%|█▍        | 2938/19900 [1:26:11<8:07:05,  1.72s/it]
 15%|█▍        | 2939/19900 [1:26:12<8:05:08,  1.72s/it]
 15%|█▍        | 2940/19900 [1:26:14<8:01:08,  1.70s/it]
 15%|█▍        | 2941/19900 [1:26:16<7:54:21,  1.68s/it]
 15%|█▍        | 2942/19900 [1:26:17<7:46:32,  1.65s/it]
 15%|█▍        | 2943/19900 [1:26:19<7:44:00,  1.64s/it]
 15%|█▍        | 2944/19900 [1:26:20<7:44:51,  1.64s/it]
 15%|█▍        | 2945/19900 [1:26:22<7:42:17,  1.64s/it]
 15%|█▍        | 2946/19900 [1:26:24<7:40:44,  1.63s/it]
 15%|█▍        | 2947/19900 [1:26:25<7:33:42,  1.61s/it]
 15%|█▍        | 2948/19900 [1:26:27<7:24:38,  1.57s/it]
 15%|█▍        | 2949/19900 [1:26:28<7:22:19,  1.57s/it]
 15%|█▍        | 2950/19900 [1:26:30<7:20:08,  1.56s/it]
 15%|█▍        | 2951/19900 [1:26:31<7:20:37,  1.56s/it]
 15%|█▍        | 2952/19900 [1:26:33<7:16:13,  1.54s/it]
 15%|█▍        | 2953/19900 [1:26:34<7:14:58,  1.54s/it]
 15%|█▍        | 2954/19900 [1:26:36<7:08:32,  1.52s/it]
 15%|█▍        | 2955/19900 [1:26:37<7:02:34,  1.50s/it]
 15%|█▍        | 2956/19900 [1:26:39<6:59:11,  1.48s/it]
 15%|█▍        | 2957/19900 [1:26:40<6:54:54,  1.47s/it]
 15%|█▍        | 2958/19900 [1:26:42<6:48:45,  1.45s/it]
 15%|█▍        | 2959/19900 [1:26:43<6:42:24,  1.43s/it]
 15%|█▍        | 2960/19900 [1:26:44<6:40:46,  1.42s/it]
 15%|█▍        | 2961/19900 [1:26:46<6:32:40,  1.39s/it]
 15%|█▍        | 2962/19900 [1:26:47<6:24:54,  1.36s/it]
 15%|█▍        | 2963/19900 [1:26:48<6:19:05,  1.34s/it]
 15%|█▍        | 2964/19900 [1:26:50<6:15:45,  1.33s/it]
 15%|█▍        | 2965/19900 [1:26:51<6:13:22,  1.32s/it]
 15%|█▍        | 2966/19900 [1:26:52<6:08:08,  1.30s/it]
 15%|█▍        | 2967/19900 [1:26:53<6:05:46,  1.30s/it]
 15%|█▍        | 2968/19900 [1:26:55<6:08:26,  1.31s/it]
 15%|█▍        | 2969/19900 [1:26:56<6:02:04,  1.28s/it]
 15%|█▍        | 2970/19900 [1:26:57<5:57:22,  1.27s/it]
 15%|█▍        | 2971/19900 [1:26:58<5:50:34,  1.24s/it]
 15%|█▍        | 2972/19900 [1:27:00<5:44:04,  1.22s/it]
 15%|█▍        | 2973/19900 [1:27:01<5:37:11,  1.20s/it]
 15%|█▍        | 2974/19900 [1:27:02<5:30:46,  1.17s/it]
 15%|█▍        | 2975/19900 [1:27:03<5:21:34,  1.14s/it]
 15%|█▍        | 2976/19900 [1:27:04<5:15:22,  1.12s/it]
 15%|█▍        | 2977/19900 [1:27:05<5:09:46,  1.10s/it]
 15%|█▍        | 2978/19900 [1:27:06<5:05:49,  1.08s/it]
 15%|█▍        | 2979/19900 [1:27:07<5:03:13,  1.08s/it]
 15%|█▍        | 2980/19900 [1:27:08<5:00:24,  1.07s/it]
 15%|█▍        | 2981/19900 [1:27:09<4:52:42,  1.04s/it]
 15%|█▍        | 2982/19900 [1:27:10<4:44:55,  1.01s/it]
 15%|█▍        | 2983/19900 [1:27:12<5:46:27,  1.23s/it]
 15%|█▍        | 2984/19900 [1:27:13<6:06:33,  1.30s/it]
 15%|█▌        | 2985/19900 [1:27:14<5:56:14,  1.26s/it]
 15%|█▌        | 2986/19900 [1:27:17<8:04:18,  1.72s/it]
 15%|█▌        | 2987/19900 [1:27:19<8:39:42,  1.84s/it]
 15%|█▌        | 2988/19900 [1:27:21<8:49:02,  1.88s/it]
 15%|█▌        | 2989/19900 [1:27:23<8:45:33,  1.86s/it]
 15%|█▌        | 2990/19900 [1:27:25<8:42:39,  1.85s/it]
 15%|█▌        | 2991/19900 [1:27:27<8:36:16,  1.83s/it]
 15%|█▌        | 2992/19900 [1:27:29<8:32:30,  1.82s/it]
 15%|█▌        | 2993/19900 [1:27:30<8:27:16,  1.80s/it]
 15%|█▌        | 2994/19900 [1:27:32<8:18:02,  1.77s/it]
 15%|█▌        | 2995/19900 [1:27:34<8:11:45,  1.75s/it]
 15%|█▌        | 2996/19900 [1:27:35<7:59:58,  1.70s/it]
 15%|█▌        | 2997/19900 [1:27:37<7:50:06,  1.67s/it]
 15%|█▌        | 2998/19900 [1:27:38<7:39:42,  1.63s/it]
 15%|█▌        | 2999/19900 [1:27:40<7:39:20,  1.63s/it]
 15%|█▌        | 3000/19900 [1:27:42<7:34:43,  1.61s/it]
                                                        

 15%|█▌        | 3000/19900 [1:27:42<7:34:43,  1.61s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 4.4031829833984375, 'eval_wer': 0.9989858012170385, 'eval_cer': 0.7749867254829882, 'eval_runtime': 123.6444, 'eval_samples_per_second': 23.923, 'eval_steps_per_second': 2.992, 'epoch': 12.56}
{'loss': 5.0055, 'learning_rate': 7.249860335195531e-05, 'epoch': 13.07}
{'loss': 4.8755, 'learning_rate': 7.207960893854748e-05, 'epoch': 13.57}
{'loss': 4.7729, 'learning_rate': 7.166480446927373e-05, 'epoch': 14.07}
{'loss': 4.7114, 'learning_rate': 7.124581005586592e-05, 'epoch': 14.57}
{'loss': 4.6184, 'learning_rate': 7.083100558659217e-05, 'epoch': 15.08}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.65it/s]

  1%|          | 3/370 [00:00<01:03,  5.77it/s]

  1%|          | 4/370 [00:00<01:14,  4.90it/s]

  1%|▏         | 5/370 [00:00<01:18,  4.63it/s]

  2%|▏         | 6/370 [00:01<01:12,  5.00it/s]

  2%|▏         | 7/370 [00:01<01:22,  4.42it/s]

  2%|▏         | 8/370 [00:01<01:19,  4.57it/s]

  2%|▏         | 9/370 [00:01<01:20,  4.49it/s]

  3%|▎         | 10/370 [00:02<01:19,  4.51it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.46it/s]

  3%|▎         | 12/370 [00:02<01:21,  4.40it/s]

  4%|▎         | 13/370 [00:02<01:21,  4.36it/s]

  4%|▍         | 14/370 [00:03<01:25,  4.16it/s]

  4%|▍         | 15/370 [00:03<01:20,  4.41it/s]

  4%|▍         | 16/370 [00:03<01:22,  4.28it/s]

  5%|▍         | 17/370 [00:03<01:17,  4.55it/s]

  5%|▍         | 18/370 [00:03<01:13,  4.79it/s]

  5%|▌         | 19/370 [00:04<01:17,  4.53it/s]

  5%|▌         | 20/370 [00:04<01:20,  4.37it/s]

  6%|▌         | 21/370 [00:04<01:17,  4.52it/s]

  6%|▌         | 22/370 [00:04<01:12,  4.78it/s]

  6%|▌         | 23/370 [00:04<01:16,  4.54it/s]

  6%|▋         | 24/370 [00:05<01:16,  4.50it/s]

  7%|▋         | 25/370 [00:05<01:18,  4.42it/s]

  7%|▋         | 26/370 [00:05<01:13,  4.65it/s]

  7%|▋         | 27/370 [00:05<01:14,  4.63it/s]

  8%|▊         | 28/370 [00:06<01:20,  4.27it/s]

  8%|▊         | 29/370 [00:06<01:23,  4.10it/s]

  8%|▊         | 30/370 [00:06<01:22,  4.12it/s]

  8%|▊         | 31/370 [00:06<01:19,  4.25it/s]

  9%|▊         | 32/370 [00:07<01:22,  4.09it/s]

  9%|▉         | 33/370 [00:07<01:22,  4.06it/s]

  9%|▉         | 34/370 [00:07<01:22,  4.08it/s]

  9%|▉         | 35/370 [00:07<01:25,  3.90it/s]

 10%|▉         | 36/370 [00:08<01:29,  3.75it/s]

 10%|█         | 37/370 [00:08<01:23,  3.99it/s]

 10%|█         | 38/370 [00:08<01:22,  4.04it/s]

 11%|█         | 39/370 [00:08<01:17,  4.25it/s]

 11%|█         | 40/370 [00:09<01:19,  4.15it/s]

 11%|█         | 41/370 [00:09<01:17,  4.26it/s]

 11%|█▏        | 42/370 [00:09<01:20,  4.08it/s]

 12%|█▏        | 43/370 [00:09<01:20,  4.05it/s]

 12%|█▏        | 44/370 [00:10<01:17,  4.19it/s]

 12%|█▏        | 45/370 [00:10<01:25,  3.82it/s]

 12%|█▏        | 46/370 [00:10<01:23,  3.89it/s]

 13%|█▎        | 47/370 [00:10<01:27,  3.71it/s]

 13%|█▎        | 48/370 [00:11<01:27,  3.69it/s]

 13%|█▎        | 49/370 [00:11<01:20,  4.01it/s]

 14%|█▎        | 50/370 [00:11<01:12,  4.42it/s]

 14%|█▍        | 51/370 [00:11<01:14,  4.26it/s]

 14%|█▍        | 52/370 [00:12<01:09,  4.59it/s]

 14%|█▍        | 53/370 [00:12<01:12,  4.35it/s]

 15%|█▍        | 54/370 [00:12<01:09,  4.53it/s]

 15%|█▍        | 55/370 [00:12<01:13,  4.31it/s]

 15%|█▌        | 56/370 [00:12<01:12,  4.34it/s]

 15%|█▌        | 57/370 [00:13<01:05,  4.77it/s]

 16%|█▌        | 58/370 [00:13<01:11,  4.37it/s]

 16%|█▌        | 59/370 [00:13<01:10,  4.42it/s]

 16%|█▌        | 60/370 [00:13<01:06,  4.69it/s]

 16%|█▋        | 61/370 [00:13<01:05,  4.72it/s]

 17%|█▋        | 62/370 [00:14<01:07,  4.59it/s]

 17%|█▋        | 63/370 [00:14<01:03,  4.87it/s]

 17%|█▋        | 64/370 [00:14<01:02,  4.90it/s]

 18%|█▊        | 65/370 [00:14<01:04,  4.71it/s]

 18%|█▊        | 66/370 [00:15<01:03,  4.78it/s]

 18%|█▊        | 67/370 [00:15<01:06,  4.55it/s]

 18%|█▊        | 68/370 [00:15<01:11,  4.23it/s]

 19%|█▊        | 69/370 [00:15<01:06,  4.56it/s]

 19%|█▉        | 70/370 [00:15<01:04,  4.68it/s]

 19%|█▉        | 71/370 [00:16<01:07,  4.40it/s]

 19%|█▉        | 72/370 [00:16<01:02,  4.76it/s]

 20%|█▉        | 73/370 [00:16<01:03,  4.69it/s]

 20%|██        | 74/370 [00:16<01:06,  4.47it/s]

 20%|██        | 75/370 [00:17<01:07,  4.36it/s]

 21%|██        | 76/370 [00:17<01:04,  4.53it/s]

 21%|██        | 77/370 [00:17<01:02,  4.68it/s]

 21%|██        | 78/370 [00:17<01:04,  4.52it/s]

 21%|██▏       | 79/370 [00:17<01:04,  4.51it/s]

 22%|██▏       | 80/370 [00:18<01:04,  4.48it/s]

 22%|██▏       | 81/370 [00:18<01:02,  4.60it/s]

 22%|██▏       | 82/370 [00:18<01:02,  4.58it/s]

 22%|██▏       | 83/370 [00:18<01:03,  4.49it/s]

 23%|██▎       | 84/370 [00:19<01:04,  4.42it/s]

 23%|██▎       | 85/370 [00:19<01:02,  4.57it/s]

 23%|██▎       | 86/370 [00:19<01:01,  4.59it/s]

 24%|██▎       | 87/370 [00:19<01:00,  4.69it/s]

 24%|██▍       | 88/370 [00:19<01:03,  4.44it/s]

 24%|██▍       | 89/370 [00:20<01:04,  4.36it/s]

 24%|██▍       | 90/370 [00:20<01:03,  4.44it/s]

 25%|██▍       | 91/370 [00:20<01:02,  4.50it/s]

 25%|██▍       | 92/370 [00:20<01:04,  4.30it/s]

 25%|██▌       | 93/370 [00:21<01:06,  4.14it/s]

 25%|██▌       | 94/370 [00:21<01:06,  4.14it/s]

 26%|██▌       | 95/370 [00:21<01:10,  3.90it/s]

 26%|██▌       | 96/370 [00:21<01:10,  3.89it/s]

 26%|██▌       | 97/370 [00:22<01:07,  4.05it/s]

 26%|██▋       | 98/370 [00:22<01:05,  4.18it/s]

 27%|██▋       | 99/370 [00:22<01:03,  4.30it/s]

 27%|██▋       | 100/370 [00:22<01:00,  4.48it/s]

 27%|██▋       | 101/370 [00:22<00:58,  4.57it/s]

 28%|██▊       | 102/370 [00:23<00:57,  4.68it/s]

 28%|██▊       | 103/370 [00:23<00:54,  4.89it/s]

 28%|██▊       | 104/370 [00:23<00:59,  4.43it/s]

 28%|██▊       | 105/370 [00:23<00:58,  4.53it/s]

 29%|██▊       | 106/370 [00:24<01:00,  4.36it/s]

 29%|██▉       | 107/370 [00:24<01:02,  4.21it/s]

 29%|██▉       | 108/370 [00:24<00:59,  4.38it/s]

 29%|██▉       | 109/370 [00:24<01:01,  4.25it/s]

 30%|██▉       | 110/370 [00:25<00:58,  4.46it/s]

 30%|███       | 111/370 [00:25<00:57,  4.52it/s]

 30%|███       | 112/370 [00:25<00:58,  4.38it/s]

 31%|███       | 113/370 [00:25<00:58,  4.42it/s]

 31%|███       | 114/370 [00:25<00:56,  4.52it/s]

 31%|███       | 115/370 [00:26<00:59,  4.27it/s]

 31%|███▏      | 116/370 [00:26<01:04,  3.95it/s]

 32%|███▏      | 117/370 [00:26<01:06,  3.80it/s]

 32%|███▏      | 118/370 [00:26<01:04,  3.90it/s]

 32%|███▏      | 119/370 [00:27<01:02,  4.02it/s]

 32%|███▏      | 120/370 [00:27<01:00,  4.10it/s]

 33%|███▎      | 121/370 [00:27<00:59,  4.19it/s]

 33%|███▎      | 122/370 [00:27<00:59,  4.17it/s]

 33%|███▎      | 123/370 [00:28<00:56,  4.41it/s]

 34%|███▎      | 124/370 [00:28<00:52,  4.69it/s]

 34%|███▍      | 125/370 [00:28<00:54,  4.46it/s]

 34%|███▍      | 126/370 [00:28<00:54,  4.51it/s]

 34%|███▍      | 127/370 [00:29<00:55,  4.35it/s]

 35%|███▍      | 128/370 [00:29<00:57,  4.23it/s]

 35%|███▍      | 129/370 [00:29<01:01,  3.95it/s]

 35%|███▌      | 130/370 [00:29<01:03,  3.77it/s]

 35%|███▌      | 131/370 [00:30<01:05,  3.67it/s]

 36%|███▌      | 132/370 [00:30<00:59,  3.98it/s]

 36%|███▌      | 133/370 [00:30<00:58,  4.05it/s]

 36%|███▌      | 134/370 [00:30<00:57,  4.10it/s]

 36%|███▋      | 135/370 [00:31<00:57,  4.06it/s]

 37%|███▋      | 136/370 [00:31<00:56,  4.12it/s]

 37%|███▋      | 137/370 [00:31<01:00,  3.88it/s]

 37%|███▋      | 138/370 [00:31<00:58,  3.97it/s]

 38%|███▊      | 139/370 [00:32<00:55,  4.15it/s]

 38%|███▊      | 140/370 [00:32<00:52,  4.36it/s]

 38%|███▊      | 141/370 [00:32<00:58,  3.91it/s]

 38%|███▊      | 142/370 [00:32<00:58,  3.88it/s]

 39%|███▊      | 143/370 [00:33<00:56,  3.99it/s]

 39%|███▉      | 144/370 [00:33<00:58,  3.86it/s]

 39%|███▉      | 145/370 [00:33<01:00,  3.69it/s]

 39%|███▉      | 146/370 [00:33<00:57,  3.90it/s]

 40%|███▉      | 147/370 [00:34<00:56,  3.97it/s]

 40%|████      | 148/370 [00:34<00:58,  3.82it/s]

 40%|████      | 149/370 [00:34<00:55,  3.95it/s]

 41%|████      | 150/370 [00:34<00:50,  4.34it/s]

 41%|████      | 151/370 [00:34<00:48,  4.56it/s]

 41%|████      | 152/370 [00:35<00:49,  4.41it/s]

 41%|████▏     | 153/370 [00:35<00:50,  4.32it/s]

 42%|████▏     | 154/370 [00:35<00:50,  4.28it/s]

 42%|████▏     | 155/370 [00:35<00:49,  4.38it/s]

 42%|████▏     | 156/370 [00:36<00:50,  4.22it/s]

 42%|████▏     | 157/370 [00:36<00:51,  4.11it/s]

 43%|████▎     | 158/370 [00:36<00:51,  4.15it/s]

 43%|████▎     | 159/370 [00:36<00:47,  4.41it/s]

 43%|████▎     | 160/370 [00:37<00:48,  4.32it/s]

 44%|████▎     | 161/370 [00:37<00:48,  4.28it/s]

 44%|████▍     | 162/370 [00:37<00:49,  4.19it/s]

 44%|████▍     | 163/370 [00:37<00:47,  4.39it/s]

 44%|████▍     | 164/370 [00:38<00:46,  4.38it/s]

 45%|████▍     | 165/370 [00:38<00:50,  4.10it/s]

 45%|████▍     | 166/370 [00:38<00:50,  4.04it/s]

 45%|████▌     | 167/370 [00:38<00:49,  4.07it/s]

 45%|████▌     | 168/370 [00:39<00:48,  4.17it/s]

 46%|████▌     | 169/370 [00:39<00:47,  4.22it/s]

 46%|████▌     | 170/370 [00:39<00:48,  4.14it/s]

 46%|████▌     | 171/370 [00:39<00:49,  4.00it/s]

 46%|████▋     | 172/370 [00:39<00:45,  4.34it/s]

 47%|████▋     | 173/370 [00:40<00:41,  4.74it/s]

 47%|████▋     | 174/370 [00:40<00:44,  4.42it/s]

 47%|████▋     | 175/370 [00:40<00:44,  4.38it/s]

 48%|████▊     | 176/370 [00:40<00:42,  4.56it/s]

 48%|████▊     | 177/370 [00:41<00:44,  4.31it/s]

 48%|████▊     | 178/370 [00:41<00:42,  4.47it/s]

 48%|████▊     | 179/370 [00:41<00:43,  4.39it/s]

 49%|████▊     | 180/370 [00:41<00:39,  4.76it/s]

 49%|████▉     | 181/370 [00:41<00:40,  4.67it/s]

 49%|████▉     | 182/370 [00:42<00:40,  4.62it/s]

 49%|████▉     | 183/370 [00:42<00:44,  4.19it/s]

 50%|████▉     | 184/370 [00:42<00:44,  4.20it/s]

 50%|█████     | 185/370 [00:42<00:41,  4.41it/s]

 50%|█████     | 186/370 [00:43<00:43,  4.26it/s]

 51%|█████     | 187/370 [00:43<00:44,  4.13it/s]

 51%|█████     | 188/370 [00:43<00:44,  4.08it/s]

 51%|█████     | 189/370 [00:43<00:46,  3.93it/s]

 51%|█████▏    | 190/370 [00:44<00:44,  4.07it/s]

 52%|█████▏    | 191/370 [00:44<00:42,  4.21it/s]

 52%|█████▏    | 192/370 [00:44<00:43,  4.05it/s]

 52%|█████▏    | 193/370 [00:44<00:44,  3.97it/s]

 52%|█████▏    | 194/370 [00:45<00:40,  4.40it/s]

 53%|█████▎    | 195/370 [00:45<00:41,  4.18it/s]

 53%|█████▎    | 196/370 [00:45<00:41,  4.24it/s]

 53%|█████▎    | 197/370 [00:45<00:40,  4.30it/s]

 54%|█████▎    | 198/370 [00:46<00:40,  4.25it/s]

 54%|█████▍    | 199/370 [00:46<00:39,  4.31it/s]

 54%|█████▍    | 200/370 [00:46<00:40,  4.19it/s]

 54%|█████▍    | 201/370 [00:46<00:39,  4.27it/s]

 55%|█████▍    | 202/370 [00:46<00:39,  4.27it/s]

 55%|█████▍    | 203/370 [00:47<00:38,  4.37it/s]

 55%|█████▌    | 204/370 [00:47<00:41,  4.02it/s]

 55%|█████▌    | 205/370 [00:47<00:38,  4.26it/s]

 56%|█████▌    | 206/370 [00:47<00:39,  4.12it/s]

 56%|█████▌    | 207/370 [00:48<00:40,  4.05it/s]

 56%|█████▌    | 208/370 [00:48<00:42,  3.83it/s]

 56%|█████▋    | 209/370 [00:48<00:41,  3.92it/s]

 57%|█████▋    | 210/370 [00:49<00:42,  3.75it/s]

 57%|█████▋    | 211/370 [00:49<00:44,  3.59it/s]

 57%|█████▋    | 212/370 [00:49<00:43,  3.67it/s]

 58%|█████▊    | 213/370 [00:49<00:43,  3.62it/s]

 58%|█████▊    | 214/370 [00:50<00:40,  3.86it/s]

 58%|█████▊    | 215/370 [00:50<00:40,  3.79it/s]

 58%|█████▊    | 216/370 [00:50<00:39,  3.92it/s]

 59%|█████▊    | 217/370 [00:50<00:38,  3.94it/s]

 59%|█████▉    | 218/370 [00:51<00:36,  4.15it/s]

 59%|█████▉    | 219/370 [00:51<00:37,  4.01it/s]

 59%|█████▉    | 220/370 [00:51<00:37,  4.02it/s]

 60%|█████▉    | 221/370 [00:51<00:38,  3.88it/s]

 60%|██████    | 222/370 [00:52<00:36,  4.02it/s]

 60%|██████    | 223/370 [00:52<00:38,  3.83it/s]

 61%|██████    | 224/370 [00:52<00:41,  3.55it/s]

 61%|██████    | 225/370 [00:53<00:43,  3.31it/s]

 61%|██████    | 226/370 [00:53<00:41,  3.44it/s]

 61%|██████▏   | 227/370 [00:53<00:43,  3.31it/s]

 62%|██████▏   | 228/370 [00:53<00:42,  3.35it/s]

 62%|██████▏   | 229/370 [00:54<00:41,  3.37it/s]

 62%|██████▏   | 230/370 [00:54<00:41,  3.39it/s]

 62%|██████▏   | 231/370 [00:54<00:39,  3.52it/s]

 63%|██████▎   | 232/370 [00:55<00:40,  3.40it/s]

 63%|██████▎   | 233/370 [00:55<00:41,  3.29it/s]

 63%|██████▎   | 234/370 [00:55<00:40,  3.35it/s]

 64%|██████▎   | 235/370 [00:55<00:38,  3.50it/s]

 64%|██████▍   | 236/370 [00:56<00:41,  3.24it/s]

 64%|██████▍   | 237/370 [00:56<00:42,  3.10it/s]

 64%|██████▍   | 238/370 [00:56<00:41,  3.20it/s]

 65%|██████▍   | 239/370 [00:57<00:39,  3.33it/s]

 65%|██████▍   | 240/370 [00:57<00:39,  3.26it/s]

 65%|██████▌   | 241/370 [00:57<00:39,  3.27it/s]

 65%|██████▌   | 242/370 [00:58<00:37,  3.39it/s]

 66%|██████▌   | 243/370 [00:58<00:40,  3.13it/s]

 66%|██████▌   | 244/370 [00:58<00:42,  2.97it/s]

 66%|██████▌   | 245/370 [00:59<00:40,  3.11it/s]

 66%|██████▋   | 246/370 [00:59<00:38,  3.26it/s]

 67%|██████▋   | 247/370 [00:59<00:34,  3.58it/s]

 67%|██████▋   | 248/370 [00:59<00:32,  3.75it/s]

 67%|██████▋   | 249/370 [01:00<00:32,  3.70it/s]

 68%|██████▊   | 250/370 [01:00<00:33,  3.55it/s]

 68%|██████▊   | 251/370 [01:00<00:33,  3.57it/s]

 68%|██████▊   | 252/370 [01:01<00:36,  3.22it/s]

 68%|██████▊   | 253/370 [01:01<00:35,  3.27it/s]

 69%|██████▊   | 254/370 [01:01<00:35,  3.29it/s]

 69%|██████▉   | 255/370 [01:02<00:35,  3.28it/s]

 69%|██████▉   | 256/370 [01:02<00:35,  3.19it/s]

 69%|██████▉   | 257/370 [01:02<00:36,  3.11it/s]

 70%|██████▉   | 258/370 [01:03<00:35,  3.14it/s]

 70%|███████   | 259/370 [01:03<00:34,  3.19it/s]

 70%|███████   | 260/370 [01:03<00:32,  3.34it/s]

 71%|███████   | 261/370 [01:03<00:34,  3.19it/s]

 71%|███████   | 262/370 [01:04<00:34,  3.15it/s]

 71%|███████   | 263/370 [01:04<00:34,  3.08it/s]

 71%|███████▏  | 264/370 [01:04<00:34,  3.05it/s]

 72%|███████▏  | 265/370 [01:05<00:32,  3.22it/s]

 72%|███████▏  | 266/370 [01:05<00:32,  3.19it/s]

 72%|███████▏  | 267/370 [01:05<00:32,  3.16it/s]

 72%|███████▏  | 268/370 [01:06<00:31,  3.21it/s]

 73%|███████▎  | 269/370 [01:06<00:32,  3.14it/s]

 73%|███████▎  | 270/370 [01:06<00:31,  3.18it/s]

 73%|███████▎  | 271/370 [01:07<00:33,  2.99it/s]

 74%|███████▎  | 272/370 [01:07<00:30,  3.22it/s]

 74%|███████▍  | 273/370 [01:07<00:30,  3.22it/s]

 74%|███████▍  | 274/370 [01:08<00:29,  3.26it/s]

 74%|███████▍  | 275/370 [01:08<00:29,  3.25it/s]

 75%|███████▍  | 276/370 [01:08<00:28,  3.24it/s]

 75%|███████▍  | 277/370 [01:09<00:29,  3.14it/s]

 75%|███████▌  | 278/370 [01:09<00:30,  3.04it/s]

 75%|███████▌  | 279/370 [01:09<00:30,  3.02it/s]

 76%|███████▌  | 280/370 [01:10<00:30,  2.98it/s]

 76%|███████▌  | 281/370 [01:10<00:29,  3.04it/s]

 76%|███████▌  | 282/370 [01:10<00:28,  3.09it/s]

 76%|███████▋  | 283/370 [01:11<00:27,  3.11it/s]

 77%|███████▋  | 284/370 [01:11<00:28,  3.05it/s]

 77%|███████▋  | 285/370 [01:11<00:29,  2.88it/s]

 77%|███████▋  | 286/370 [01:12<00:29,  2.88it/s]

 78%|███████▊  | 287/370 [01:12<00:28,  2.94it/s]

 78%|███████▊  | 288/370 [01:12<00:26,  3.04it/s]

 78%|███████▊  | 289/370 [01:12<00:24,  3.26it/s]

 78%|███████▊  | 290/370 [01:13<00:25,  3.10it/s]

 79%|███████▊  | 291/370 [01:13<00:25,  3.07it/s]

 79%|███████▉  | 292/370 [01:13<00:24,  3.17it/s]

 79%|███████▉  | 293/370 [01:14<00:24,  3.18it/s]

 79%|███████▉  | 294/370 [01:14<00:22,  3.31it/s]

 80%|███████▉  | 295/370 [01:14<00:21,  3.44it/s]

 80%|████████  | 296/370 [01:15<00:21,  3.49it/s]

 80%|████████  | 297/370 [01:15<00:21,  3.33it/s]

 81%|████████  | 298/370 [01:15<00:22,  3.17it/s]

 81%|████████  | 299/370 [01:16<00:21,  3.27it/s]

 81%|████████  | 300/370 [01:16<00:22,  3.17it/s]

 81%|████████▏ | 301/370 [01:16<00:22,  3.04it/s]

 82%|████████▏ | 302/370 [01:17<00:21,  3.15it/s]

 82%|████████▏ | 303/370 [01:17<00:21,  3.11it/s]

 82%|████████▏ | 304/370 [01:17<00:21,  3.13it/s]

 82%|████████▏ | 305/370 [01:18<00:21,  3.04it/s]

 83%|████████▎ | 306/370 [01:18<00:20,  3.05it/s]

 83%|████████▎ | 307/370 [01:18<00:20,  3.13it/s]

 83%|████████▎ | 308/370 [01:18<00:19,  3.19it/s]

 84%|████████▎ | 309/370 [01:19<00:19,  3.18it/s]

 84%|████████▍ | 310/370 [01:19<00:19,  3.08it/s]

 84%|████████▍ | 311/370 [01:19<00:18,  3.12it/s]

 84%|████████▍ | 312/370 [01:20<00:18,  3.17it/s]

 85%|████████▍ | 313/370 [01:20<00:17,  3.27it/s]

 85%|████████▍ | 314/370 [01:20<00:15,  3.50it/s]

 85%|████████▌ | 315/370 [01:21<00:15,  3.57it/s]

 85%|████████▌ | 316/370 [01:21<00:15,  3.51it/s]

 86%|████████▌ | 317/370 [01:21<00:15,  3.44it/s]

 86%|████████▌ | 318/370 [01:21<00:15,  3.30it/s]

 86%|████████▌ | 319/370 [01:22<00:14,  3.43it/s]

 86%|████████▋ | 320/370 [01:22<00:14,  3.46it/s]

 87%|████████▋ | 321/370 [01:22<00:14,  3.49it/s]

 87%|████████▋ | 322/370 [01:23<00:13,  3.58it/s]

 87%|████████▋ | 323/370 [01:23<00:13,  3.56it/s]

 88%|████████▊ | 324/370 [01:23<00:12,  3.66it/s]

 88%|████████▊ | 325/370 [01:23<00:12,  3.61it/s]

 88%|████████▊ | 326/370 [01:24<00:12,  3.49it/s]

 88%|████████▊ | 327/370 [01:24<00:12,  3.39it/s]

 89%|████████▊ | 328/370 [01:24<00:11,  3.63it/s]

 89%|████████▉ | 329/370 [01:24<00:11,  3.68it/s]

 89%|████████▉ | 330/370 [01:25<00:11,  3.53it/s]

 89%|████████▉ | 331/370 [01:25<00:11,  3.46it/s]

 90%|████████▉ | 332/370 [01:25<00:10,  3.53it/s]

 90%|█████████ | 333/370 [01:26<00:10,  3.60it/s]

 90%|█████████ | 334/370 [01:26<00:10,  3.49it/s]

 91%|█████████ | 335/370 [01:26<00:09,  3.61it/s]

 91%|█████████ | 336/370 [01:26<00:09,  3.62it/s]

 91%|█████████ | 337/370 [01:27<00:09,  3.48it/s]

 91%|█████████▏| 338/370 [01:27<00:09,  3.40it/s]

 92%|█████████▏| 339/370 [01:27<00:09,  3.43it/s]

 92%|█████████▏| 340/370 [01:28<00:09,  3.32it/s]

 92%|█████████▏| 341/370 [01:28<00:08,  3.43it/s]

 92%|█████████▏| 342/370 [01:28<00:07,  3.55it/s]

 93%|█████████▎| 343/370 [01:28<00:07,  3.69it/s]

 93%|█████████▎| 344/370 [01:29<00:07,  3.37it/s]

 93%|█████████▎| 345/370 [01:29<00:08,  3.10it/s]

 94%|█████████▎| 346/370 [01:30<00:07,  3.05it/s]

 94%|█████████▍| 347/370 [01:30<00:07,  3.04it/s]

 94%|█████████▍| 348/370 [01:30<00:06,  3.24it/s]

 94%|█████████▍| 349/370 [01:30<00:06,  3.21it/s]

 95%|█████████▍| 350/370 [01:31<00:06,  3.33it/s]

 95%|█████████▍| 351/370 [01:31<00:06,  2.95it/s]

 95%|█████████▌| 352/370 [01:32<00:06,  2.94it/s]

 95%|█████████▌| 353/370 [01:32<00:05,  3.07it/s]

 96%|█████████▌| 354/370 [01:32<00:05,  2.98it/s]

 96%|█████████▌| 355/370 [01:32<00:04,  3.22it/s]

 96%|█████████▌| 356/370 [01:33<00:04,  3.37it/s]

 96%|█████████▋| 357/370 [01:33<00:03,  3.47it/s]

 97%|█████████▋| 358/370 [01:33<00:03,  3.71it/s]

 97%|█████████▋| 359/370 [01:33<00:02,  3.72it/s]

 97%|█████████▋| 360/370 [01:34<00:02,  3.54it/s]

 98%|█████████▊| 361/370 [01:34<00:02,  3.58it/s]

 98%|█████████▊| 362/370 [01:34<00:02,  3.57it/s]

 98%|█████████▊| 363/370 [01:35<00:01,  3.89it/s]

 98%|█████████▊| 364/370 [01:35<00:01,  3.54it/s]

 99%|█████████▊| 365/370 [01:35<00:01,  3.73it/s]

 99%|█████████▉| 366/370 [01:35<00:01,  3.72it/s]

 99%|█████████▉| 367/370 [01:36<00:00,  3.75it/s]

 99%|█████████▉| 368/370 [01:36<00:00,  3.74it/s]

100%|█████████▉| 369/370 [01:36<00:00,  3.67it/s]

100%|██████████| 370/370 [01:36<00:00,  3.89it/s]
                                                        

                                                 

 15%|█▌        | 3000/19900 [1:29:46<7:34:43,  1.61s/it]

100%|██████████| 370/370 [02:04<00:00,  3.89it/s]

                                                 Saving model checkpoint to ./checkpoint-3000
Configuration saved in ./checkpoint-3000/config.json
Model weights saved in ./checkpoint-3000/pytorch_model.bin
Configuration saved in ./checkpoint-3000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-1500] due to args.save_total_limit

 15%|█▌        | 3001/19900 [1:31:10<298:28:11, 63.58s/it]
 15%|█▌        | 3002/19900 [1:31:11<211:05:06, 44.97s/it]
 15%|█▌        | 3003/19900 [1:31:13<149:54:33, 31.94s/it]
 15%|█▌        | 3004/19900 [1:31:14<107:02:45, 22.81s/it]
 15%|█▌        | 3005/19900 [1:31:16<76:59:27, 16.41s/it] 
 15%|█▌        | 3006/19900 [1:31:17<55:57:02, 11.92s/it]
 15%|█▌        | 3007/19900 [1:31:19<41:13:27,  8.79s/it]
 15%|█▌        | 3008/19900 [1:31:20<30:53:17,  6.58s/it]
 15%|█▌        | 3009/19900 [1:31:22<23:40:23,  5.05s/it]
 15%|█▌        | 3010/19900 [1:31:23<18:36:37,  3.97s/it]
 15%|█▌        | 3011/19900 [1:31:25<15:02:43,  3.21s/it]
 15%|█▌        | 3012/19900 [1:31:26<12:29:28,  2.66s/it]
 15%|█▌        | 3013/19900 [1:31:27<10:39:50,  2.27s/it]
 15%|█▌        | 3014/19900 [1:31:29<9:19:06,  1.99s/it] 
 15%|█▌        | 3015/19900 [1:31:30<8:25:29,  1.80s/it]
 15%|█▌        | 3016/19900 [1:31:31<7:46:16,  1.66s/it]
 15%|█▌        | 3017/19900 [1:31:33<7:15:42,  1.55s/it]
 15%|█▌        | 3018/19900 [1:31:34<6:53:28,  1.47s/it]
 15%|█▌        | 3019/19900 [1:31:35<6:39:53,  1.42s/it]
 15%|█▌        | 3020/19900 [1:31:37<6:28:44,  1.38s/it]
 15%|█▌        | 3021/19900 [1:31:38<6:13:23,  1.33s/it]
 15%|█▌        | 3022/19900 [1:31:39<6:01:59,  1.29s/it]
 15%|█▌        | 3023/19900 [1:31:40<5:52:58,  1.25s/it]
 15%|█▌        | 3024/19900 [1:31:41<5:49:16,  1.24s/it]
 15%|█▌        | 3025/19900 [1:31:42<5:42:22,  1.22s/it]
 15%|█▌        | 3026/19900 [1:31:44<5:41:25,  1.21s/it]
 15%|█▌        | 3027/19900 [1:31:45<5:33:13,  1.18s/it]
 15%|█▌        | 3028/19900 [1:31:46<5:28:03,  1.17s/it]
 15%|█▌        | 3029/19900 [1:31:47<5:20:12,  1.14s/it]
 15%|█▌        | 3030/19900 [1:31:48<5:10:46,  1.11s/it]
 15%|█▌        | 3031/19900 [1:31:49<5:05:55,  1.09s/it]
 15%|█▌        | 3032/19900 [1:31:50<4:58:20,  1.06s/it]
 15%|█▌        | 3033/19900 [1:31:51<4:47:42,  1.02s/it]
 15%|█▌        | 3034/19900 [1:31:52<4:40:16,  1.00it/s]
 15%|█▌        | 3035/19900 [1:31:54<6:41:00,  1.43s/it]
 15%|█▌        | 3036/19900 [1:31:57<7:43:56,  1.65s/it]
 15%|█▌        | 3037/19900 [1:31:59<8:16:42,  1.77s/it]
 15%|█▌        | 3038/19900 [1:32:00<8:27:27,  1.81s/it]
 15%|█▌        | 3039/19900 [1:32:02<8:27:41,  1.81s/it]
 15%|█▌        | 3040/19900 [1:32:04<8:27:32,  1.81s/it]
 15%|█▌        | 3041/19900 [1:32:06<8:27:05,  1.80s/it]
 15%|█▌        | 3042/19900 [1:32:08<8:18:11,  1.77s/it]
 15%|█▌        | 3043/19900 [1:32:09<8:08:54,  1.74s/it]
 15%|█▌        | 3044/19900 [1:32:11<8:01:23,  1.71s/it]
 15%|█▌        | 3045/19900 [1:32:13<7:54:26,  1.69s/it]
 15%|█▌        | 3046/19900 [1:32:14<7:47:35,  1.66s/it]
 15%|█▌        | 3047/19900 [1:32:16<7:41:36,  1.64s/it]
 15%|█▌        | 3048/19900 [1:32:17<7:37:27,  1.63s/it]
 15%|█▌        | 3049/19900 [1:32:19<7:33:24,  1.61s/it]
 15%|█▌        | 3050/19900 [1:32:20<7:27:28,  1.59s/it]
 15%|█▌        | 3051/19900 [1:32:22<7:19:51,  1.57s/it]
 15%|█▌        | 3052/19900 [1:32:23<7:14:52,  1.55s/it]
 15%|█▌        | 3053/19900 [1:32:25<7:09:27,  1.53s/it]
 15%|█▌        | 3054/19900 [1:32:26<7:02:52,  1.51s/it]
 15%|█▌        | 3055/19900 [1:32:28<6:56:56,  1.49s/it]
 15%|█▌        | 3056/19900 [1:32:29<6:54:08,  1.48s/it]
 15%|█▌        | 3057/19900 [1:32:31<6:48:51,  1.46s/it]
 15%|█▌        | 3058/19900 [1:32:32<6:45:28,  1.44s/it]
 15%|█▌        | 3059/19900 [1:32:34<6:42:53,  1.44s/it]
 15%|█▌        | 3060/19900 [1:32:35<6:35:50,  1.41s/it]
 15%|█▌        | 3061/19900 [1:32:36<6:30:17,  1.39s/it]
 15%|█▌        | 3062/19900 [1:32:38<6:26:01,  1.38s/it]
 15%|█▌        | 3063/19900 [1:32:39<6:20:45,  1.36s/it]
 15%|█▌        | 3064/19900 [1:32:40<6:14:12,  1.33s/it]
 15%|█▌        | 3065/19900 [1:32:41<6:12:35,  1.33s/it]
 15%|█▌        | 3066/19900 [1:32:43<6:06:14,  1.31s/it]
 15%|█▌        | 3067/19900 [1:32:44<5:58:25,  1.28s/it]
 15%|█▌        | 3068/19900 [1:32:45<5:52:51,  1.26s/it]
 15%|█▌        | 3069/19900 [1:32:46<5:50:36,  1.25s/it]
 15%|█▌        | 3070/19900 [1:32:48<5:47:29,  1.24s/it]
 15%|█▌        | 3071/19900 [1:32:49<5:43:37,  1.23s/it]
 15%|█▌        | 3072/19900 [1:32:50<5:44:03,  1.23s/it]
 15%|█▌        | 3073/19900 [1:32:51<5:37:48,  1.20s/it]
 15%|█▌        | 3074/19900 [1:32:52<5:31:17,  1.18s/it]
 15%|█▌        | 3075/19900 [1:32:53<5:29:33,  1.18s/it]
 15%|█▌        | 3076/19900 [1:32:55<5:24:45,  1.16s/it]
 15%|█▌        | 3077/19900 [1:32:56<5:23:23,  1.15s/it]
 15%|█▌        | 3078/19900 [1:32:57<5:18:16,  1.14s/it]
 15%|█▌        | 3079/19900 [1:32:58<5:13:43,  1.12s/it]
 15%|█▌        | 3080/19900 [1:32:59<5:04:10,  1.09s/it]
 15%|█▌        | 3081/19900 [1:33:00<4:56:45,  1.06s/it]
 15%|█▌        | 3082/19900 [1:33:01<4:53:16,  1.05s/it]
 15%|█▌        | 3083/19900 [1:33:02<4:46:50,  1.02s/it]
 15%|█▌        | 3084/19900 [1:33:04<6:46:19,  1.45s/it]
 16%|█▌        | 3085/19900 [1:33:06<7:47:48,  1.67s/it]
 16%|█▌        | 3086/19900 [1:33:09<8:19:05,  1.78s/it]
 16%|█▌        | 3087/19900 [1:33:10<8:31:33,  1.83s/it]
 16%|█▌        | 3088/19900 [1:33:12<8:32:21,  1.83s/it]
 16%|█▌        | 3089/19900 [1:33:14<8:31:49,  1.83s/it]
 16%|█▌        | 3090/19900 [1:33:16<8:28:16,  1.81s/it]
 16%|█▌        | 3091/19900 [1:33:18<8:17:37,  1.78s/it]
 16%|█▌        | 3092/19900 [1:33:19<8:08:21,  1.74s/it]
 16%|█▌        | 3093/19900 [1:33:21<7:56:44,  1.70s/it]
 16%|█▌        | 3094/19900 [1:33:22<7:49:29,  1.68s/it]
 16%|█▌        | 3095/19900 [1:33:24<7:41:48,  1.65s/it]
 16%|█▌        | 3096/19900 [1:33:26<7:40:10,  1.64s/it]
 16%|█▌        | 3097/19900 [1:33:27<7:33:23,  1.62s/it]
 16%|█▌        | 3098/19900 [1:33:29<7:28:38,  1.60s/it]
 16%|█▌        | 3099/19900 [1:33:30<7:23:55,  1.59s/it]
 16%|█▌        | 3100/19900 [1:33:32<7:21:19,  1.58s/it]
                                                        

 16%|█▌        | 3100/19900 [1:33:32<7:21:19,  1.58s/it]
 16%|█▌        | 3101/19900 [1:33:33<7:15:53,  1.56s/it]
 16%|█▌        | 3102/19900 [1:33:35<7:11:06,  1.54s/it]
 16%|█▌        | 3103/19900 [1:33:36<7:04:17,  1.52s/it]
 16%|█▌        | 3104/19900 [1:33:38<7:04:47,  1.52s/it]
 16%|█▌        | 3105/19900 [1:33:39<7:03:52,  1.51s/it]
 16%|█▌        | 3106/19900 [1:33:41<6:56:37,  1.49s/it]
 16%|█▌        | 3107/19900 [1:33:42<6:48:27,  1.46s/it]
 16%|█▌        | 3108/19900 [1:33:44<6:43:53,  1.44s/it]
 16%|█▌        | 3109/19900 [1:33:45<6:37:18,  1.42s/it]
 16%|█▌        | 3110/19900 [1:33:46<6:30:52,  1.40s/it]
 16%|█▌        | 3111/19900 [1:33:48<6:25:05,  1.38s/it]
 16%|█▌        | 3112/19900 [1:33:49<6:17:04,  1.35s/it]
 16%|█▌        | 3113/19900 [1:33:50<6:10:32,  1.32s/it]
 16%|█▌        | 3114/19900 [1:33:51<6:04:46,  1.30s/it]
 16%|█▌        | 3115/19900 [1:33:53<6:01:36,  1.29s/it]
 16%|█▌        | 3116/19900 [1:33:54<5:59:48,  1.29s/it]
 16%|█▌        | 3117/19900 [1:33:55<6:05:30,  1.31s/it]
 16%|█▌        | 3118/19900 [1:33:57<5:59:27,  1.29s/it]
 16%|█▌        | 3119/19900 [1:33:58<5:55:36,  1.27s/it]
 16%|█▌        | 3120/19900 [1:33:59<5:47:17,  1.24s/it]
 16%|█▌        | 3121/19900 [1:34:00<5:46:41,  1.24s/it]
 16%|█▌        | 3122/19900 [1:34:01<5:39:10,  1.21s/it]
 16%|█▌        | 3123/19900 [1:34:03<5:34:02,  1.19s/it]
 16%|█▌        | 3124/19900 [1:34:04<5:28:38,  1.18s/it]
 16%|█▌        | 3125/19900 [1:34:05<5:20:38,  1.15s/it]
 16%|█▌        | 3126/19900 [1:34:06<5:13:22,  1.12s/it]
 16%|█▌        | 3127/19900 [1:34:07<5:08:44,  1.10s/it]
 16%|█▌        | 3128/19900 [1:34:08<5:03:45,  1.09s/it]
 16%|█▌        | 3129/19900 [1:34:09<4:58:50,  1.07s/it]
 16%|█▌        | 3130/19900 [1:34:10<4:52:26,  1.05s/it]
 16%|█▌        | 3131/19900 [1:34:11<4:43:53,  1.02s/it]
 16%|█▌        | 3132/19900 [1:34:12<4:32:08,  1.03it/s]
 16%|█▌        | 3133/19900 [1:34:14<6:23:37,  1.37s/it]
 16%|█▌        | 3134/19900 [1:34:16<7:25:57,  1.60s/it]
 16%|█▌        | 3135/19900 [1:34:18<7:57:32,  1.71s/it]
 16%|█▌        | 3136/19900 [1:34:20<8:11:31,  1.76s/it]
 16%|█▌        | 3137/19900 [1:34:22<8:13:37,  1.77s/it]
 16%|█▌        | 3138/19900 [1:34:24<8:12:23,  1.76s/it]
 16%|█▌        | 3139/19900 [1:34:25<8:08:39,  1.75s/it]
 16%|█▌        | 3140/19900 [1:34:27<8:05:00,  1.74s/it]
 16%|█▌        | 3141/19900 [1:34:29<8:02:29,  1.73s/it]
 16%|█▌        | 3142/19900 [1:34:30<7:58:31,  1.71s/it]
 16%|█▌        | 3143/19900 [1:34:32<7:53:08,  1.69s/it]
 16%|█▌        | 3144/19900 [1:34:34<7:47:53,  1.68s/it]
 16%|█▌        | 3145/19900 [1:34:35<7:47:04,  1.67s/it]
 16%|█▌        | 3146/19900 [1:34:37<7:40:48,  1.65s/it]
 16%|█▌        | 3147/19900 [1:34:39<7:35:32,  1.63s/it]
 16%|█▌        | 3148/19900 [1:34:40<7:29:11,  1.61s/it]
 16%|█▌        | 3149/19900 [1:34:42<7:23:56,  1.59s/it]
 16%|█▌        | 3150/19900 [1:34:43<7:16:30,  1.56s/it]
 16%|█▌        | 3151/19900 [1:34:45<7:11:10,  1.54s/it]
 16%|█▌        | 3152/19900 [1:34:46<7:04:56,  1.52s/it]
 16%|█▌        | 3153/19900 [1:34:48<6:59:04,  1.50s/it]
 16%|█▌        | 3154/19900 [1:34:49<6:54:17,  1.48s/it]
 16%|█▌        | 3155/19900 [1:34:50<6:49:11,  1.47s/it]
 16%|█▌        | 3156/19900 [1:34:52<6:43:46,  1.45s/it]
 16%|█▌        | 3157/19900 [1:34:53<6:41:16,  1.44s/it]
 16%|█▌        | 3158/19900 [1:34:55<6:34:27,  1.41s/it]
 16%|█▌        | 3159/19900 [1:34:56<6:27:27,  1.39s/it]
 16%|█▌        | 3160/19900 [1:34:57<6:20:15,  1.36s/it]
 16%|█▌        | 3161/19900 [1:34:59<6:15:04,  1.34s/it]
 16%|█▌        | 3162/19900 [1:35:00<6:08:47,  1.32s/it]
 16%|█▌        | 3163/19900 [1:35:01<6:06:01,  1.31s/it]
 16%|█▌        | 3164/19900 [1:35:02<6:03:00,  1.30s/it]
 16%|█▌        | 3165/19900 [1:35:04<5:56:59,  1.28s/it]
 16%|█▌        | 3166/19900 [1:35:05<5:55:04,  1.27s/it]
 16%|█▌        | 3167/19900 [1:35:06<5:55:27,  1.27s/it]
 16%|█▌        | 3168/19900 [1:35:07<5:49:51,  1.25s/it]
 16%|█▌        | 3169/19900 [1:35:09<5:54:24,  1.27s/it]
 16%|█▌        | 3170/19900 [1:35:10<5:50:30,  1.26s/it]
 16%|█▌        | 3171/19900 [1:35:11<5:48:33,  1.25s/it]
 16%|█▌        | 3172/19900 [1:35:12<5:43:21,  1.23s/it]
 16%|█▌        | 3173/19900 [1:35:13<5:37:59,  1.21s/it]
 16%|█▌        | 3174/19900 [1:35:15<5:31:24,  1.19s/it]
 16%|█▌        | 3175/19900 [1:35:16<5:25:07,  1.17s/it]
 16%|█▌        | 3176/19900 [1:35:17<5:15:10,  1.13s/it]
 16%|█▌        | 3177/19900 [1:35:18<5:05:45,  1.10s/it]
 16%|█▌        | 3178/19900 [1:35:19<4:56:56,  1.07s/it]
 16%|█▌        | 3179/19900 [1:35:20<4:49:21,  1.04s/it]
 16%|█▌        | 3180/19900 [1:35:21<4:40:25,  1.01s/it]
 16%|█▌        | 3181/19900 [1:35:22<4:28:45,  1.04it/s]
 16%|█▌        | 3182/19900 [1:35:23<5:40:13,  1.22s/it]
 16%|█▌        | 3183/19900 [1:35:25<6:03:47,  1.31s/it]
 16%|█▌        | 3184/19900 [1:35:26<5:55:51,  1.28s/it]
 16%|█▌        | 3185/19900 [1:35:29<8:08:33,  1.75s/it]
 16%|█▌        | 3186/19900 [1:35:31<8:40:38,  1.87s/it]
 16%|█▌        | 3187/19900 [1:35:33<8:52:51,  1.91s/it]
 16%|█▌        | 3188/19900 [1:35:35<8:54:17,  1.92s/it]
 16%|█▌        | 3189/19900 [1:35:37<8:46:51,  1.89s/it]
 16%|█▌        | 3190/19900 [1:35:39<8:36:23,  1.85s/it]
 16%|█▌        | 3191/19900 [1:35:40<8:30:33,  1.83s/it]
 16%|█▌        | 3192/19900 [1:35:42<8:19:23,  1.79s/it]
 16%|█▌        | 3193/19900 [1:35:44<8:09:40,  1.76s/it]
 16%|█▌        | 3194/19900 [1:35:45<8:01:54,  1.73s/it]
 16%|█▌        | 3195/19900 [1:35:47<7:51:58,  1.70s/it]
 16%|█▌        | 3196/19900 [1:35:49<7:45:00,  1.67s/it]
 16%|█▌        | 3197/19900 [1:35:50<7:34:46,  1.63s/it]
 16%|█▌        | 3198/19900 [1:35:52<7:27:46,  1.61s/it]
 16%|█▌        | 3199/19900 [1:35:53<7:23:17,  1.59s/it]
 16%|█▌        | 3200/19900 [1:35:55<7:26:18,  1.60s/it]
                                                        

 16%|█▌        | 3200/19900 [1:35:55<7:26:18,  1.60s/it]
 16%|█▌        | 3201/19900 [1:35:57<7:20:29,  1.58s/it]
 16%|█▌        | 3202/19900 [1:35:58<7:12:14,  1.55s/it]
 16%|█▌        | 3203/19900 [1:36:00<7:08:36,  1.54s/it]
 16%|█▌        | 3204/19900 [1:36:01<7:05:09,  1.53s/it]
 16%|█▌        | 3205/19900 [1:36:02<6:59:59,  1.51s/it]
 16%|█▌        | 3206/19900 [1:36:04<6:53:27,  1.49s/it]
 16%|█▌        | 3207/19900 [1:36:05<6:52:06,  1.48s/it]
 16%|█▌        | 3208/19900 [1:36:07<6:46:37,  1.46s/it]
 16%|█▌        | 3209/19900 [1:36:08<6:43:52,  1.45s/it]
 16%|█▌        | 3210/19900 [1:36:10<6:41:10,  1.44s/it]
 16%|█▌        | 3211/19900 [1:36:11<6:34:27,  1.42s/it]
 16%|█▌        | 3212/19900 [1:36:12<6:28:13,  1.40s/it]
 16%|█▌        | 3213/19900 [1:36:14<6:21:36,  1.37s/it]
 16%|█▌        | 3214/19900 [1:36:15<6:13:54,  1.34s/it]
 16%|█▌        | 3215/19900 [1:36:16<6:14:42,  1.35s/it]
 16%|█▌        | 3216/19900 [1:36:18<6:07:00,  1.32s/it]
 16%|█▌        | 3217/19900 [1:36:19<6:00:23,  1.30s/it]
 16%|█▌        | 3218/19900 [1:36:20<5:58:42,  1.29s/it]
 16%|█▌        | 3219/19900 [1:36:21<5:55:23,  1.28s/it]
 16%|█▌        | 3220/19900 [1:36:23<5:54:11,  1.27s/it]
 16%|█▌        | 3221/19900 [1:36:24<5:51:44,  1.27s/it]
 16%|█▌        | 3222/19900 [1:36:25<5:49:22,  1.26s/it]
 16%|█▌        | 3223/19900 [1:36:26<5:46:42,  1.25s/it]
 16%|█▌        | 3224/19900 [1:36:28<5:44:51,  1.24s/it]
 16%|█▌        | 3225/19900 [1:36:29<5:33:36,  1.20s/it]
 16%|█▌        | 3226/19900 [1:36:30<5:27:30,  1.18s/it]
 16%|█▌        | 3227/19900 [1:36:31<5:21:01,  1.16s/it]
 16%|█▌        | 3228/19900 [1:36:32<5:12:32,  1.12s/it]
 16%|█▌        | 3229/19900 [1:36:33<5:04:35,  1.10s/it]
 16%|█▌        | 3230/19900 [1:36:34<5:01:27,  1.09s/it]
 16%|█▌        | 3231/19900 [1:36:35<4:52:46,  1.05s/it]
 16%|█▌        | 3232/19900 [1:36:36<4:43:05,  1.02s/it]
 16%|█▌        | 3233/19900 [1:36:37<4:30:30,  1.03it/s]
 16%|█▋        | 3234/19900 [1:36:39<6:38:59,  1.44s/it]
 16%|█▋        | 3235/19900 [1:36:41<7:36:55,  1.65s/it]
 16%|█▋        | 3236/19900 [1:36:43<8:09:38,  1.76s/it]
 16%|█▋        | 3237/19900 [1:36:45<8:23:37,  1.81s/it]
 16%|█▋        | 3238/19900 [1:36:47<8:27:09,  1.83s/it]
 16%|█▋        | 3239/19900 [1:36:49<8:28:14,  1.83s/it]
 16%|█▋        | 3240/19900 [1:36:51<8:20:51,  1.80s/it]
 16%|█▋        | 3241/19900 [1:36:53<8:14:48,  1.78s/it]
 16%|█▋        | 3242/19900 [1:36:54<8:07:56,  1.76s/it]
 16%|█▋        | 3243/19900 [1:36:56<7:57:26,  1.72s/it]
 16%|█▋        | 3244/19900 [1:36:58<7:50:28,  1.69s/it]
 16%|█▋        | 3245/19900 [1:36:59<7:44:02,  1.67s/it]
 16%|█▋        | 3246/19900 [1:37:01<7:37:29,  1.65s/it]
 16%|█▋        | 3247/19900 [1:37:02<7:29:52,  1.62s/it]
 16%|█▋        | 3248/19900 [1:37:04<7:23:26,  1.60s/it]
 16%|█▋        | 3249/19900 [1:37:05<7:15:52,  1.57s/it]
 16%|█▋        | 3250/19900 [1:37:07<7:09:51,  1.55s/it]
 16%|█▋        | 3251/19900 [1:37:08<7:05:50,  1.53s/it]
 16%|█▋        | 3252/19900 [1:37:10<7:01:26,  1.52s/it]
 16%|█▋        | 3253/19900 [1:37:11<7:01:02,  1.52s/it]
 16%|█▋        | 3254/19900 [1:37:13<6:56:20,  1.50s/it]
 16%|█▋        | 3255/19900 [1:37:14<6:52:40,  1.49s/it]
 16%|█▋        | 3256/19900 [1:37:16<6:48:49,  1.47s/it]
 16%|█▋        | 3257/19900 [1:37:17<6:45:49,  1.46s/it]
 16%|█▋        | 3258/19900 [1:37:19<6:41:31,  1.45s/it]
 16%|█▋        | 3259/19900 [1:37:20<6:36:13,  1.43s/it]
 16%|█▋        | 3260/19900 [1:37:21<6:27:45,  1.40s/it]
 16%|█▋        | 3261/19900 [1:37:23<6:21:16,  1.37s/it]
 16%|█▋        | 3262/19900 [1:37:24<6:15:58,  1.36s/it]
 16%|█▋        | 3263/19900 [1:37:25<6:15:05,  1.35s/it]
 16%|█▋        | 3264/19900 [1:37:27<6:07:23,  1.33s/it]
 16%|█▋        | 3265/19900 [1:37:28<6:05:48,  1.32s/it]
 16%|█▋        | 3266/19900 [1:37:29<6:01:36,  1.30s/it]
 16%|█▋        | 3267/19900 [1:37:30<6:05:25,  1.32s/it]
 16%|█▋        | 3268/19900 [1:37:32<5:58:58,  1.30s/it]
 16%|█▋        | 3269/19900 [1:37:33<5:59:34,  1.30s/it]
 16%|█▋        | 3270/19900 [1:37:34<5:53:09,  1.27s/it]
 16%|█▋        | 3271/19900 [1:37:35<5:52:43,  1.27s/it]
 16%|█▋        | 3272/19900 [1:37:37<5:48:25,  1.26s/it]
 16%|█▋        | 3273/19900 [1:37:38<5:42:11,  1.23s/it]
 16%|█▋        | 3274/19900 [1:37:39<5:33:59,  1.21s/it]
 16%|█▋        | 3275/19900 [1:37:40<5:24:42,  1.17s/it]
 16%|█▋        | 3276/19900 [1:37:41<5:14:49,  1.14s/it]
 16%|█▋        | 3277/19900 [1:37:42<5:08:41,  1.11s/it]
 16%|█▋        | 3278/19900 [1:37:43<5:03:08,  1.09s/it]
 16%|█▋        | 3279/19900 [1:37:44<5:01:57,  1.09s/it]
 16%|█▋        | 3280/19900 [1:37:45<4:56:06,  1.07s/it]
 16%|█▋        | 3281/19900 [1:37:46<4:46:25,  1.03s/it]
 16%|█▋        | 3282/19900 [1:37:47<4:36:37,  1.00it/s]
 16%|█▋        | 3283/19900 [1:37:50<6:26:19,  1.39s/it]
 17%|█▋        | 3284/19900 [1:37:52<7:21:25,  1.59s/it]
 17%|█▋        | 3285/19900 [1:37:54<7:50:24,  1.70s/it]
 17%|█▋        | 3286/19900 [1:37:55<8:07:15,  1.76s/it]
 17%|█▋        | 3287/19900 [1:37:57<8:14:53,  1.79s/it]
 17%|█▋        | 3288/19900 [1:37:59<8:16:27,  1.79s/it]
 17%|█▋        | 3289/19900 [1:38:01<8:11:11,  1.77s/it]
 17%|█▋        | 3290/19900 [1:38:03<8:08:43,  1.77s/it]
 17%|█▋        | 3291/19900 [1:38:04<8:01:14,  1.74s/it]
 17%|█▋        | 3292/19900 [1:38:06<7:53:22,  1.71s/it]
 17%|█▋        | 3293/19900 [1:38:08<7:47:56,  1.69s/it]
 17%|█▋        | 3294/19900 [1:38:09<7:39:32,  1.66s/it]
 17%|█▋        | 3295/19900 [1:38:11<7:33:02,  1.64s/it]
 17%|█▋        | 3296/19900 [1:38:12<7:26:50,  1.61s/it]
 17%|█▋        | 3297/19900 [1:38:14<7:21:14,  1.59s/it]
 17%|█▋        | 3298/19900 [1:38:15<7:19:31,  1.59s/it]
 17%|█▋        | 3299/19900 [1:38:17<7:14:19,  1.57s/it]
 17%|█▋        | 3300/19900 [1:38:18<7:12:46,  1.56s/it]
                                                        

 17%|█▋        | 3300/19900 [1:38:18<7:12:46,  1.56s/it]
 17%|█▋        | 3301/19900 [1:38:20<7:07:49,  1.55s/it]
 17%|█▋        | 3302/19900 [1:38:21<7:03:28,  1.53s/it]
 17%|█▋        | 3303/19900 [1:38:23<7:00:37,  1.52s/it]
 17%|█▋        | 3304/19900 [1:38:24<6:55:10,  1.50s/it]
 17%|█▋        | 3305/19900 [1:38:26<6:53:33,  1.50s/it]
 17%|█▋        | 3306/19900 [1:38:27<6:47:05,  1.47s/it]
 17%|█▋        | 3307/19900 [1:38:29<6:40:21,  1.45s/it]
 17%|█▋        | 3308/19900 [1:38:30<6:34:55,  1.43s/it]
 17%|█▋        | 3309/19900 [1:38:31<6:27:37,  1.40s/it]
 17%|█▋        | 3310/19900 [1:38:33<6:20:52,  1.38s/it]
 17%|█▋        | 3311/19900 [1:38:34<6:13:46,  1.35s/it]
 17%|█▋        | 3312/19900 [1:38:35<6:06:18,  1.32s/it]
 17%|█▋        | 3313/19900 [1:38:37<6:01:45,  1.31s/it]
 17%|█▋        | 3314/19900 [1:38:38<5:58:50,  1.30s/it]
 17%|█▋        | 3315/19900 [1:38:39<5:52:33,  1.28s/it]
 17%|█▋        | 3316/19900 [1:38:40<5:48:37,  1.26s/it]
 17%|█▋        | 3317/19900 [1:38:42<5:45:28,  1.25s/it]
 17%|█▋        | 3318/19900 [1:38:43<5:45:20,  1.25s/it]
 17%|█▋        | 3319/19900 [1:38:44<5:41:56,  1.24s/it]
 17%|█▋        | 3320/19900 [1:38:45<5:38:38,  1.23s/it]
 17%|█▋        | 3321/19900 [1:38:46<5:34:47,  1.21s/it]
 17%|█▋        | 3322/19900 [1:38:48<5:30:48,  1.20s/it]
 17%|█▋        | 3323/19900 [1:38:49<5:25:29,  1.18s/it]
 17%|█▋        | 3324/19900 [1:38:50<5:20:21,  1.16s/it]
 17%|█▋        | 3325/19900 [1:38:51<5:12:03,  1.13s/it]
 17%|█▋        | 3326/19900 [1:38:52<5:03:47,  1.10s/it]
 17%|█▋        | 3327/19900 [1:38:53<4:56:17,  1.07s/it]
 17%|█▋        | 3328/19900 [1:38:54<4:50:09,  1.05s/it]
 17%|█▋        | 3329/19900 [1:38:55<4:43:35,  1.03s/it]
 17%|█▋        | 3330/19900 [1:38:56<4:39:30,  1.01s/it]
 17%|█▋        | 3331/19900 [1:38:57<4:29:25,  1.02it/s]
 17%|█▋        | 3332/19900 [1:38:59<6:30:18,  1.41s/it]
 17%|█▋        | 3333/19900 [1:39:01<7:31:04,  1.63s/it]
 17%|█▋        | 3334/19900 [1:39:03<8:12:03,  1.78s/it]
 17%|█▋        | 3335/19900 [1:39:05<8:25:59,  1.83s/it]
 17%|█▋        | 3336/19900 [1:39:07<8:30:06,  1.85s/it]
 17%|█▋        | 3337/19900 [1:39:09<8:27:25,  1.84s/it]
 17%|█▋        | 3338/19900 [1:39:11<8:22:18,  1.82s/it]
 17%|█▋        | 3339/19900 [1:39:13<8:13:59,  1.79s/it]
 17%|█▋        | 3340/19900 [1:39:14<8:09:12,  1.77s/it]
 17%|█▋        | 3341/19900 [1:39:16<8:02:16,  1.75s/it]
 17%|█▋        | 3342/19900 [1:39:18<7:56:20,  1.73s/it]
 17%|█▋        | 3343/19900 [1:39:19<7:48:42,  1.70s/it]
 17%|█▋        | 3344/19900 [1:39:21<7:40:43,  1.67s/it]
 17%|█▋        | 3345/19900 [1:39:23<7:36:09,  1.65s/it]
 17%|█▋        | 3346/19900 [1:39:24<7:31:03,  1.63s/it]
 17%|█▋        | 3347/19900 [1:39:26<7:24:41,  1.61s/it]
 17%|█▋        | 3348/19900 [1:39:27<7:16:45,  1.58s/it]
 17%|█▋        | 3349/19900 [1:39:29<7:09:29,  1.56s/it]
 17%|█▋        | 3350/19900 [1:39:30<7:03:51,  1.54s/it]
 17%|█▋        | 3351/19900 [1:39:32<6:58:51,  1.52s/it]
 17%|█▋        | 3352/19900 [1:39:33<6:58:15,  1.52s/it]
 17%|█▋        | 3353/19900 [1:39:35<6:56:45,  1.51s/it]
 17%|█▋        | 3354/19900 [1:39:36<6:52:27,  1.50s/it]
 17%|█▋        | 3355/19900 [1:39:38<6:45:34,  1.47s/it]
 17%|█▋        | 3356/19900 [1:39:39<6:39:59,  1.45s/it]
 17%|█▋        | 3357/19900 [1:39:40<6:37:03,  1.44s/it]
 17%|█▋        | 3358/19900 [1:39:42<6:32:05,  1.42s/it]
 17%|█▋        | 3359/19900 [1:39:43<6:25:07,  1.40s/it]
 17%|█▋        | 3360/19900 [1:39:44<6:19:09,  1.38s/it]
 17%|█▋        | 3361/19900 [1:39:46<6:20:05,  1.38s/it]
 17%|█▋        | 3362/19900 [1:39:47<6:13:55,  1.36s/it]
 17%|█▋        | 3363/19900 [1:39:48<6:05:50,  1.33s/it]
 17%|█▋        | 3364/19900 [1:39:50<6:00:17,  1.31s/it]
 17%|█▋        | 3365/19900 [1:39:51<5:54:10,  1.29s/it]
 17%|█▋        | 3366/19900 [1:39:52<5:50:48,  1.27s/it]
 17%|█▋        | 3367/19900 [1:39:53<5:48:53,  1.27s/it]
 17%|█▋        | 3368/19900 [1:39:55<5:45:09,  1.25s/it]
 17%|█▋        | 3369/19900 [1:39:56<5:39:19,  1.23s/it]
 17%|█▋        | 3370/19900 [1:39:57<5:36:01,  1.22s/it]
 17%|█▋        | 3371/19900 [1:39:58<5:33:33,  1.21s/it]
 17%|█▋        | 3372/19900 [1:39:59<5:26:27,  1.19s/it]
 17%|█▋        | 3373/19900 [1:40:00<5:18:13,  1.16s/it]
 17%|█▋        | 3374/19900 [1:40:01<5:09:43,  1.12s/it]
 17%|█▋        | 3375/19900 [1:40:02<5:05:48,  1.11s/it]
 17%|█▋        | 3376/19900 [1:40:04<4:58:52,  1.09s/it]
 17%|█▋        | 3377/19900 [1:40:05<4:59:21,  1.09s/it]
 17%|█▋        | 3378/19900 [1:40:06<4:52:48,  1.06s/it]
 17%|█▋        | 3379/19900 [1:40:07<4:43:49,  1.03s/it]
 17%|█▋        | 3380/19900 [1:40:07<4:31:20,  1.01it/s]
 17%|█▋        | 3381/19900 [1:40:09<5:44:32,  1.25s/it]
 17%|█▋        | 3382/19900 [1:40:11<5:57:07,  1.30s/it]
 17%|█▋        | 3383/19900 [1:40:12<5:44:34,  1.25s/it]
 17%|█▋        | 3384/19900 [1:40:15<7:48:59,  1.70s/it]
 17%|█▋        | 3385/19900 [1:40:17<8:24:09,  1.83s/it]
 17%|█▋        | 3386/19900 [1:40:19<8:38:19,  1.88s/it]
 17%|█▋        | 3387/19900 [1:40:21<8:45:08,  1.91s/it]
 17%|█▋        | 3388/19900 [1:40:23<8:39:00,  1.89s/it]
 17%|█▋        | 3389/19900 [1:40:24<8:32:17,  1.86s/it]
 17%|█▋        | 3390/19900 [1:40:26<8:25:07,  1.84s/it]
 17%|█▋        | 3391/19900 [1:40:28<8:13:36,  1.79s/it]
 17%|█▋        | 3392/19900 [1:40:30<8:03:29,  1.76s/it]
 17%|█▋        | 3393/19900 [1:40:31<7:55:32,  1.73s/it]
 17%|█▋        | 3394/19900 [1:40:33<7:45:45,  1.69s/it]
 17%|█▋        | 3395/19900 [1:40:34<7:40:19,  1.67s/it]
 17%|█▋        | 3396/19900 [1:40:36<7:30:14,  1.64s/it]
 17%|█▋        | 3397/19900 [1:40:38<7:32:12,  1.64s/it]
 17%|█▋        | 3398/19900 [1:40:39<7:23:53,  1.61s/it]
 17%|█▋        | 3399/19900 [1:40:41<7:16:33,  1.59s/it]
 17%|█▋        | 3400/19900 [1:40:42<7:07:32,  1.55s/it]
                                                        

 17%|█▋        | 3400/19900 [1:40:42<7:07:32,  1.55s/it]
 17%|█▋        | 3401/19900 [1:40:44<7:03:34,  1.54s/it]
 17%|█▋        | 3402/19900 [1:40:45<7:05:57,  1.55s/it]
 17%|█▋        | 3403/19900 [1:40:47<7:06:25,  1.55s/it]
 17%|█▋        | 3404/19900 [1:40:48<6:58:54,  1.52s/it]
 17%|█▋        | 3405/19900 [1:40:50<6:53:52,  1.51s/it]
 17%|█▋        | 3406/19900 [1:40:51<6:48:16,  1.49s/it]
 17%|█▋        | 3407/19900 [1:40:53<6:45:11,  1.47s/it]
 17%|█▋        | 3408/19900 [1:40:54<6:43:52,  1.47s/it]
 17%|█▋        | 3409/19900 [1:40:55<6:37:30,  1.45s/it]
 17%|█▋        | 3410/19900 [1:40:57<6:26:28,  1.41s/it]
 17%|█▋        | 3411/19900 [1:40:58<6:16:38,  1.37s/it]
 17%|█▋        | 3412/19900 [1:40:59<6:12:16,  1.35s/it]
 17%|█▋        | 3413/19900 [1:41:01<6:06:24,  1.33s/it]
 17%|█▋        | 3414/19900 [1:41:02<6:01:47,  1.32s/it]
 17%|█▋        | 3415/19900 [1:41:03<5:57:48,  1.30s/it]
 17%|█▋        | 3416/19900 [1:41:05<5:57:52,  1.30s/it]
 17%|█▋        | 3417/19900 [1:41:06<5:55:32,  1.29s/it]
 17%|█▋        | 3418/19900 [1:41:07<5:51:05,  1.28s/it]
 17%|█▋        | 3419/19900 [1:41:08<5:45:03,  1.26s/it]
 17%|█▋        | 3420/19900 [1:41:09<5:38:41,  1.23s/it]
 17%|█▋        | 3421/19900 [1:41:11<5:33:15,  1.21s/it]
 17%|█▋        | 3422/19900 [1:41:12<5:30:50,  1.20s/it]
 17%|█▋        | 3423/19900 [1:41:13<5:25:34,  1.19s/it]
 17%|█▋        | 3424/19900 [1:41:14<5:19:16,  1.16s/it]
 17%|█▋        | 3425/19900 [1:41:15<5:11:02,  1.13s/it]
 17%|█▋        | 3426/19900 [1:41:16<5:03:25,  1.11s/it]
 17%|█▋        | 3427/19900 [1:41:17<4:59:20,  1.09s/it]
 17%|█▋        | 3428/19900 [1:41:18<4:55:33,  1.08s/it]
 17%|█▋        | 3429/19900 [1:41:19<4:49:17,  1.05s/it]
 17%|█▋        | 3430/19900 [1:41:20<4:44:42,  1.04s/it]
 17%|█▋        | 3431/19900 [1:41:21<4:39:09,  1.02s/it]
 17%|█▋        | 3432/19900 [1:41:22<4:23:23,  1.04it/s]
 17%|█▋        | 3433/19900 [1:41:24<6:06:30,  1.34s/it]
 17%|█▋        | 3434/19900 [1:41:26<7:04:10,  1.55s/it]
 17%|█▋        | 3435/19900 [1:41:28<7:35:09,  1.66s/it]
 17%|█▋        | 3436/19900 [1:41:30<7:58:51,  1.75s/it]
 17%|█▋        | 3437/19900 [1:41:32<8:08:19,  1.78s/it]
 17%|█▋        | 3438/19900 [1:41:34<8:08:16,  1.78s/it]
 17%|█▋        | 3439/19900 [1:41:36<8:08:13,  1.78s/it]
 17%|█▋        | 3440/19900 [1:41:37<8:01:29,  1.76s/it]
 17%|█▋        | 3441/19900 [1:41:39<7:54:56,  1.73s/it]
 17%|█▋        | 3442/19900 [1:41:41<7:47:39,  1.70s/it]
 17%|█▋        | 3443/19900 [1:41:42<7:40:43,  1.68s/it]
 17%|█▋        | 3444/19900 [1:41:44<7:38:18,  1.67s/it]
 17%|█▋        | 3445/19900 [1:41:45<7:30:55,  1.64s/it]
 17%|█▋        | 3446/19900 [1:41:47<7:23:50,  1.62s/it]
 17%|█▋        | 3447/19900 [1:41:49<7:17:09,  1.59s/it]
 17%|█▋        | 3448/19900 [1:41:50<7:10:54,  1.57s/it]
 17%|█▋        | 3449/19900 [1:41:52<7:05:54,  1.55s/it]
 17%|█▋        | 3450/19900 [1:41:53<7:00:32,  1.53s/it]
 17%|█▋        | 3451/19900 [1:41:55<6:56:59,  1.52s/it]
 17%|█▋        | 3452/19900 [1:41:56<6:50:13,  1.50s/it]
 17%|█▋        | 3453/19900 [1:41:57<6:45:51,  1.48s/it]
 17%|█▋        | 3454/19900 [1:41:59<6:42:10,  1.47s/it]
 17%|█▋        | 3455/19900 [1:42:00<6:37:25,  1.45s/it]
 17%|█▋        | 3456/19900 [1:42:02<6:34:19,  1.44s/it]
 17%|█▋        | 3457/19900 [1:42:03<6:32:47,  1.43s/it]
 17%|█▋        | 3458/19900 [1:42:04<6:29:37,  1.42s/it]
 17%|█▋        | 3459/19900 [1:42:06<6:26:10,  1.41s/it]
 17%|█▋        | 3460/19900 [1:42:07<6:18:04,  1.38s/it]
 17%|█▋        | 3461/19900 [1:42:08<6:11:36,  1.36s/it]
 17%|█▋        | 3462/19900 [1:42:10<6:04:50,  1.33s/it]
 17%|█▋        | 3463/19900 [1:42:11<5:59:57,  1.31s/it]
 17%|█▋        | 3464/19900 [1:42:12<5:56:03,  1.30s/it]
 17%|█▋        | 3465/19900 [1:42:14<5:54:16,  1.29s/it]
 17%|█▋        | 3466/19900 [1:42:15<5:50:07,  1.28s/it]
 17%|█▋        | 3467/19900 [1:42:16<5:44:37,  1.26s/it]
 17%|█▋        | 3468/19900 [1:42:17<5:48:25,  1.27s/it]
 17%|█▋        | 3469/19900 [1:42:19<5:44:56,  1.26s/it]
 17%|█▋        | 3470/19900 [1:42:20<5:40:49,  1.24s/it]
 17%|█▋        | 3471/19900 [1:42:21<5:35:50,  1.23s/it]
 17%|█▋        | 3472/19900 [1:42:22<5:30:45,  1.21s/it]
 17%|█▋        | 3473/19900 [1:42:23<5:24:22,  1.18s/it]
 17%|█▋        | 3474/19900 [1:42:24<5:18:18,  1.16s/it]
 17%|█▋        | 3475/19900 [1:42:25<5:10:40,  1.13s/it]
 17%|█▋        | 3476/19900 [1:42:27<5:11:25,  1.14s/it]
 17%|█▋        | 3477/19900 [1:42:28<5:09:52,  1.13s/it]
 17%|█▋        | 3478/19900 [1:42:29<5:02:27,  1.11s/it]
 17%|█▋        | 3479/19900 [1:42:30<4:52:45,  1.07s/it]
 17%|█▋        | 3480/19900 [1:42:31<4:44:07,  1.04s/it]
 17%|█▋        | 3481/19900 [1:42:32<4:30:26,  1.01it/s]
 17%|█▋        | 3482/19900 [1:42:34<6:33:08,  1.44s/it]
 18%|█▊        | 3483/19900 [1:42:36<7:28:33,  1.64s/it]
 18%|█▊        | 3484/19900 [1:42:38<7:52:44,  1.73s/it]
 18%|█▊        | 3485/19900 [1:42:40<8:05:13,  1.77s/it]
 18%|█▊        | 3486/19900 [1:42:42<8:11:25,  1.80s/it]
 18%|█▊        | 3487/19900 [1:42:44<8:13:37,  1.80s/it]
 18%|█▊        | 3488/19900 [1:42:45<8:10:06,  1.79s/it]
 18%|█▊        | 3489/19900 [1:42:47<8:03:20,  1.77s/it]
 18%|█▊        | 3490/19900 [1:42:49<8:02:12,  1.76s/it]
 18%|█▊        | 3491/19900 [1:42:51<7:58:16,  1.75s/it]
 18%|█▊        | 3492/19900 [1:42:52<7:49:08,  1.72s/it]
 18%|█▊        | 3493/19900 [1:42:54<7:40:58,  1.69s/it]
 18%|█▊        | 3494/19900 [1:42:55<7:33:36,  1.66s/it]
 18%|█▊        | 3495/19900 [1:42:57<7:29:08,  1.64s/it]
 18%|█▊        | 3496/19900 [1:42:59<7:25:55,  1.63s/it]
 18%|█▊        | 3497/19900 [1:43:00<7:18:31,  1.60s/it]
 18%|█▊        | 3498/19900 [1:43:02<7:10:02,  1.57s/it]
 18%|█▊        | 3499/19900 [1:43:03<7:04:27,  1.55s/it]
 18%|█▊        | 3500/19900 [1:43:05<6:59:03,  1.53s/it]
                                                        

 18%|█▊        | 3500/19900 [1:43:05<6:59:03,  1.53s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 3.83825421333313, 'eval_wer': 0.9983096686950642, 'eval_cer': 0.6767552995956377, 'eval_runtime': 124.4317, 'eval_samples_per_second': 23.772, 'eval_steps_per_second': 2.974, 'epoch': 15.08}
{'loss': 4.5657, 'learning_rate': 7.041201117318434e-05, 'epoch': 15.58}
{'loss': 4.5613, 'learning_rate': 6.999301675977653e-05, 'epoch': 16.08}
{'loss': 4.4679, 'learning_rate': 6.95782122905028e-05, 'epoch': 16.58}
{'loss': 4.4288, 'learning_rate': 6.915921787709497e-05, 'epoch': 17.09}
{'loss': 4.365, 'learning_rate': 6.874022346368715e-05, 'epoch': 17.59}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.62it/s]

  1%|          | 3/370 [00:00<01:07,  5.44it/s]

  1%|          | 4/370 [00:00<01:17,  4.74it/s]

  1%|▏         | 5/370 [00:01<01:24,  4.32it/s]

  2%|▏         | 6/370 [00:01<01:18,  4.63it/s]

  2%|▏         | 7/370 [00:01<01:29,  4.07it/s]

  2%|▏         | 8/370 [00:01<01:26,  4.20it/s]

  2%|▏         | 9/370 [00:02<01:27,  4.13it/s]

  3%|▎         | 10/370 [00:02<01:26,  4.16it/s]

  3%|▎         | 11/370 [00:02<01:27,  4.13it/s]

  3%|▎         | 12/370 [00:02<01:27,  4.09it/s]

  4%|▎         | 13/370 [00:02<01:27,  4.06it/s]

  4%|▍         | 14/370 [00:03<01:32,  3.86it/s]

  4%|▍         | 15/370 [00:03<01:26,  4.10it/s]

  4%|▍         | 16/370 [00:03<01:28,  3.99it/s]

  5%|▍         | 17/370 [00:03<01:23,  4.25it/s]

  5%|▍         | 18/370 [00:04<01:20,  4.35it/s]

  5%|▌         | 19/370 [00:04<01:33,  3.77it/s]

  5%|▌         | 20/370 [00:04<01:34,  3.71it/s]

  6%|▌         | 21/370 [00:05<01:29,  3.90it/s]

  6%|▌         | 22/370 [00:05<01:26,  4.02it/s]

  6%|▌         | 23/370 [00:05<01:23,  4.16it/s]

  6%|▋         | 24/370 [00:05<01:23,  4.15it/s]

  7%|▋         | 25/370 [00:05<01:24,  4.09it/s]

  7%|▋         | 26/370 [00:06<01:19,  4.34it/s]

  7%|▋         | 27/370 [00:06<01:19,  4.31it/s]

  8%|▊         | 28/370 [00:06<01:20,  4.22it/s]

  8%|▊         | 29/370 [00:06<01:24,  4.03it/s]

  8%|▊         | 30/370 [00:07<01:25,  3.96it/s]

  8%|▊         | 31/370 [00:07<01:24,  4.00it/s]

  9%|▊         | 32/370 [00:07<01:22,  4.12it/s]

  9%|▉         | 33/370 [00:07<01:22,  4.09it/s]

  9%|▉         | 34/370 [00:08<01:24,  3.98it/s]

  9%|▉         | 35/370 [00:08<01:29,  3.76it/s]

 10%|▉         | 36/370 [00:08<01:27,  3.81it/s]

 10%|█         | 37/370 [00:08<01:23,  4.00it/s]

 10%|█         | 38/370 [00:09<01:26,  3.85it/s]

 11%|█         | 39/370 [00:09<01:21,  4.05it/s]

 11%|█         | 40/370 [00:09<01:21,  4.04it/s]

 11%|█         | 41/370 [00:09<01:18,  4.20it/s]

 11%|█▏        | 42/370 [00:10<01:20,  4.06it/s]

 12%|█▏        | 43/370 [00:10<01:21,  4.03it/s]

 12%|█▏        | 44/370 [00:10<01:18,  4.17it/s]

 12%|█▏        | 45/370 [00:10<01:25,  3.81it/s]

 12%|█▏        | 46/370 [00:11<01:22,  3.93it/s]

 13%|█▎        | 47/370 [00:11<01:27,  3.67it/s]

 13%|█▎        | 48/370 [00:11<01:27,  3.66it/s]

 13%|█▎        | 49/370 [00:11<01:20,  3.99it/s]

 14%|█▎        | 50/370 [00:12<01:13,  4.36it/s]

 14%|█▍        | 51/370 [00:12<01:16,  4.19it/s]

 14%|█▍        | 52/370 [00:12<01:10,  4.53it/s]

 14%|█▍        | 53/370 [00:12<01:12,  4.36it/s]

 15%|█▍        | 54/370 [00:13<01:10,  4.51it/s]

 15%|█▍        | 55/370 [00:13<01:13,  4.30it/s]

 15%|█▌        | 56/370 [00:13<01:12,  4.33it/s]

 15%|█▌        | 57/370 [00:13<01:05,  4.77it/s]

 16%|█▌        | 58/370 [00:13<01:10,  4.41it/s]

 16%|█▌        | 59/370 [00:14<01:09,  4.46it/s]

 16%|█▌        | 60/370 [00:14<01:06,  4.65it/s]

 16%|█▋        | 61/370 [00:14<01:05,  4.69it/s]

 17%|█▋        | 62/370 [00:14<01:06,  4.61it/s]

 17%|█▋        | 63/370 [00:15<01:04,  4.79it/s]

 17%|█▋        | 64/370 [00:15<01:02,  4.86it/s]

 18%|█▊        | 65/370 [00:15<01:08,  4.46it/s]

 18%|█▊        | 66/370 [00:15<01:06,  4.60it/s]

 18%|█▊        | 67/370 [00:15<01:07,  4.46it/s]

 18%|█▊        | 68/370 [00:16<01:11,  4.22it/s]

 19%|█▊        | 69/370 [00:16<01:06,  4.53it/s]

 19%|█▉        | 70/370 [00:16<01:05,  4.61it/s]

 19%|█▉        | 71/370 [00:16<01:08,  4.38it/s]

 19%|█▉        | 72/370 [00:16<01:02,  4.74it/s]

 20%|█▉        | 73/370 [00:17<01:03,  4.67it/s]

 20%|██        | 74/370 [00:17<01:14,  3.96it/s]

 20%|██        | 75/370 [00:17<01:13,  4.01it/s]

 21%|██        | 76/370 [00:17<01:08,  4.31it/s]

 21%|██        | 77/370 [00:18<01:05,  4.50it/s]

 21%|██        | 78/370 [00:18<01:06,  4.40it/s]

 21%|██▏       | 79/370 [00:18<01:05,  4.42it/s]

 22%|██▏       | 80/370 [00:18<01:05,  4.43it/s]

 22%|██▏       | 81/370 [00:19<01:04,  4.48it/s]

 22%|██▏       | 82/370 [00:19<01:03,  4.50it/s]

 22%|██▏       | 83/370 [00:19<01:04,  4.42it/s]

 23%|██▎       | 84/370 [00:19<01:05,  4.38it/s]

 23%|██▎       | 85/370 [00:19<01:02,  4.55it/s]

 23%|██▎       | 86/370 [00:20<01:02,  4.57it/s]

 24%|██▎       | 87/370 [00:20<01:00,  4.64it/s]

 24%|██▍       | 88/370 [00:20<01:04,  4.37it/s]

 24%|██▍       | 89/370 [00:20<01:05,  4.30it/s]

 24%|██▍       | 90/370 [00:21<01:04,  4.32it/s]

 25%|██▍       | 91/370 [00:21<01:03,  4.39it/s]

 25%|██▍       | 92/370 [00:21<01:05,  4.26it/s]

 25%|██▌       | 93/370 [00:21<01:07,  4.12it/s]

 25%|██▌       | 94/370 [00:22<01:05,  4.19it/s]

 26%|██▌       | 95/370 [00:22<01:09,  3.94it/s]

 26%|██▌       | 96/370 [00:22<01:09,  3.94it/s]

 26%|██▌       | 97/370 [00:22<01:06,  4.09it/s]

 26%|██▋       | 98/370 [00:23<01:04,  4.22it/s]

 27%|██▋       | 99/370 [00:23<01:02,  4.31it/s]

 27%|██▋       | 100/370 [00:23<01:00,  4.46it/s]

 27%|██▋       | 101/370 [00:23<00:59,  4.53it/s]

 28%|██▊       | 102/370 [00:23<00:57,  4.65it/s]

 28%|██▊       | 103/370 [00:24<00:54,  4.87it/s]

 28%|██▊       | 104/370 [00:24<01:01,  4.32it/s]

 28%|██▊       | 105/370 [00:24<00:59,  4.47it/s]

 29%|██▊       | 106/370 [00:24<01:01,  4.30it/s]

 29%|██▉       | 107/370 [00:25<01:00,  4.35it/s]

 29%|██▉       | 108/370 [00:25<00:59,  4.41it/s]

 29%|██▉       | 109/370 [00:25<01:01,  4.22it/s]

 30%|██▉       | 110/370 [00:25<00:58,  4.44it/s]

 30%|███       | 111/370 [00:25<00:56,  4.55it/s]

 30%|███       | 112/370 [00:26<00:58,  4.42it/s]

 31%|███       | 113/370 [00:26<00:58,  4.39it/s]

 31%|███       | 114/370 [00:26<00:56,  4.51it/s]

 31%|███       | 115/370 [00:26<00:59,  4.28it/s]

 31%|███▏      | 116/370 [00:27<01:02,  4.07it/s]

 32%|███▏      | 117/370 [00:27<01:05,  3.88it/s]

 32%|███▏      | 118/370 [00:27<01:03,  3.98it/s]

 32%|███▏      | 119/370 [00:27<01:01,  4.08it/s]

 32%|███▏      | 120/370 [00:28<00:59,  4.20it/s]

 33%|███▎      | 121/370 [00:28<00:58,  4.29it/s]

 33%|███▎      | 122/370 [00:28<00:57,  4.33it/s]

 33%|███▎      | 123/370 [00:28<00:54,  4.49it/s]

 34%|███▎      | 124/370 [00:28<00:50,  4.86it/s]

 34%|███▍      | 125/370 [00:29<00:53,  4.55it/s]

 34%|███▍      | 126/370 [00:29<00:53,  4.57it/s]

 34%|███▍      | 127/370 [00:29<00:55,  4.38it/s]

 35%|███▍      | 128/370 [00:29<00:56,  4.31it/s]

 35%|███▍      | 129/370 [00:30<01:00,  3.98it/s]

 35%|███▌      | 130/370 [00:30<01:00,  3.94it/s]

 35%|███▌      | 131/370 [00:30<01:03,  3.78it/s]

 36%|███▌      | 132/370 [00:30<00:58,  4.10it/s]

 36%|███▌      | 133/370 [00:31<00:56,  4.19it/s]

 36%|███▌      | 134/370 [00:31<00:56,  4.15it/s]

 36%|███▋      | 135/370 [00:31<00:58,  4.01it/s]

 37%|███▋      | 136/370 [00:31<00:56,  4.12it/s]

 37%|███▋      | 137/370 [00:32<00:56,  4.12it/s]

 37%|███▋      | 138/370 [00:32<01:01,  3.76it/s]

 38%|███▊      | 139/370 [00:32<00:57,  3.99it/s]

 38%|███▊      | 140/370 [00:32<00:54,  4.23it/s]

 38%|███▊      | 141/370 [00:33<00:56,  4.04it/s]

 38%|███▊      | 142/370 [00:33<00:57,  3.96it/s]

 39%|███▊      | 143/370 [00:33<00:55,  4.08it/s]

 39%|███▉      | 144/370 [00:33<00:57,  3.94it/s]

 39%|███▉      | 145/370 [00:34<00:59,  3.75it/s]

 39%|███▉      | 146/370 [00:34<00:57,  3.92it/s]

 40%|███▉      | 147/370 [00:34<00:55,  4.01it/s]

 40%|████      | 148/370 [00:35<00:56,  3.90it/s]

 40%|████      | 149/370 [00:35<00:55,  4.00it/s]

 41%|████      | 150/370 [00:35<00:50,  4.36it/s]

 41%|████      | 151/370 [00:35<00:47,  4.57it/s]

 41%|████      | 152/370 [00:35<00:48,  4.51it/s]

 41%|████▏     | 153/370 [00:36<00:49,  4.42it/s]

 42%|████▏     | 154/370 [00:36<00:49,  4.32it/s]

 42%|████▏     | 155/370 [00:36<00:48,  4.44it/s]

 42%|████▏     | 156/370 [00:36<00:50,  4.27it/s]

 42%|████▏     | 157/370 [00:37<00:50,  4.20it/s]

 43%|████▎     | 158/370 [00:37<00:50,  4.21it/s]

 43%|████▎     | 159/370 [00:37<00:47,  4.43it/s]

 43%|████▎     | 160/370 [00:37<00:48,  4.33it/s]

 44%|████▎     | 161/370 [00:37<00:48,  4.28it/s]

 44%|████▍     | 162/370 [00:38<00:50,  4.12it/s]

 44%|████▍     | 163/370 [00:38<00:48,  4.29it/s]

 44%|████▍     | 164/370 [00:38<00:47,  4.30it/s]

 45%|████▍     | 165/370 [00:38<00:49,  4.13it/s]

 45%|████▍     | 166/370 [00:39<00:50,  4.07it/s]

 45%|████▌     | 167/370 [00:39<00:49,  4.07it/s]

 45%|████▌     | 168/370 [00:39<00:48,  4.17it/s]

 46%|████▌     | 169/370 [00:39<00:46,  4.29it/s]

 46%|████▌     | 170/370 [00:40<00:47,  4.22it/s]

 46%|████▌     | 171/370 [00:40<00:49,  4.03it/s]

 46%|████▋     | 172/370 [00:40<00:45,  4.37it/s]

 47%|████▋     | 173/370 [00:40<00:40,  4.81it/s]

 47%|████▋     | 174/370 [00:40<00:43,  4.54it/s]

 47%|████▋     | 175/370 [00:41<00:42,  4.60it/s]

 48%|████▊     | 176/370 [00:41<00:41,  4.68it/s]

 48%|████▊     | 177/370 [00:41<00:43,  4.40it/s]

 48%|████▊     | 178/370 [00:41<00:41,  4.59it/s]

 48%|████▊     | 179/370 [00:42<00:42,  4.51it/s]

 49%|████▊     | 180/370 [00:42<00:38,  4.87it/s]

 49%|████▉     | 181/370 [00:42<00:39,  4.77it/s]

 49%|████▉     | 182/370 [00:42<00:42,  4.44it/s]

 49%|████▉     | 183/370 [00:43<00:44,  4.18it/s]

 50%|████▉     | 184/370 [00:43<00:44,  4.18it/s]

 50%|█████     | 185/370 [00:43<00:42,  4.39it/s]

 50%|█████     | 186/370 [00:43<00:42,  4.35it/s]

 51%|█████     | 187/370 [00:43<00:44,  4.07it/s]

 51%|█████     | 188/370 [00:44<00:44,  4.07it/s]

 51%|█████     | 189/370 [00:44<00:46,  3.93it/s]

 51%|█████▏    | 190/370 [00:44<00:44,  4.08it/s]

 52%|█████▏    | 191/370 [00:44<00:42,  4.25it/s]

 52%|█████▏    | 192/370 [00:45<00:43,  4.10it/s]

 52%|█████▏    | 193/370 [00:45<00:44,  4.01it/s]

 52%|█████▏    | 194/370 [00:45<00:39,  4.42it/s]

 53%|█████▎    | 195/370 [00:45<00:41,  4.26it/s]

 53%|█████▎    | 196/370 [00:46<00:40,  4.28it/s]

 53%|█████▎    | 197/370 [00:46<00:40,  4.30it/s]

 54%|█████▎    | 198/370 [00:46<00:40,  4.21it/s]

 54%|█████▍    | 199/370 [00:46<00:39,  4.30it/s]

 54%|█████▍    | 200/370 [00:47<00:40,  4.19it/s]

 54%|█████▍    | 201/370 [00:47<00:39,  4.26it/s]

 55%|█████▍    | 202/370 [00:47<00:39,  4.26it/s]

 55%|█████▍    | 203/370 [00:47<00:38,  4.36it/s]

 55%|█████▌    | 204/370 [00:48<00:40,  4.05it/s]

 55%|█████▌    | 205/370 [00:48<00:40,  4.12it/s]

 56%|█████▌    | 206/370 [00:48<00:42,  3.84it/s]

 56%|█████▌    | 207/370 [00:48<00:42,  3.87it/s]

 56%|█████▌    | 208/370 [00:49<00:43,  3.72it/s]

 56%|█████▋    | 209/370 [00:49<00:41,  3.84it/s]

 57%|█████▋    | 210/370 [00:49<00:43,  3.71it/s]

 57%|█████▋    | 211/370 [00:49<00:44,  3.58it/s]

 57%|█████▋    | 212/370 [00:50<00:42,  3.68it/s]

 58%|█████▊    | 213/370 [00:50<00:44,  3.57it/s]

 58%|█████▊    | 214/370 [00:50<00:40,  3.81it/s]

 58%|█████▊    | 215/370 [00:50<00:40,  3.80it/s]

 58%|█████▊    | 216/370 [00:51<00:39,  3.91it/s]

 59%|█████▊    | 217/370 [00:51<00:38,  3.93it/s]

 59%|█████▉    | 218/370 [00:51<00:36,  4.16it/s]

 59%|█████▉    | 219/370 [00:51<00:37,  4.04it/s]

 59%|█████▉    | 220/370 [00:52<00:36,  4.06it/s]

 60%|█████▉    | 221/370 [00:52<00:37,  3.92it/s]

 60%|██████    | 222/370 [00:52<00:36,  4.05it/s]

 60%|██████    | 223/370 [00:52<00:38,  3.85it/s]

 61%|██████    | 224/370 [00:53<00:40,  3.57it/s]

 61%|██████    | 225/370 [00:53<00:43,  3.32it/s]

 61%|██████    | 226/370 [00:53<00:41,  3.47it/s]

 61%|██████▏   | 227/370 [00:54<00:41,  3.45it/s]

 62%|██████▏   | 228/370 [00:54<00:41,  3.41it/s]

 62%|██████▏   | 229/370 [00:54<00:41,  3.42it/s]

 62%|██████▏   | 230/370 [00:55<00:40,  3.45it/s]

 62%|██████▏   | 231/370 [00:55<00:39,  3.52it/s]

 63%|██████▎   | 232/370 [00:55<00:40,  3.40it/s]

 63%|██████▎   | 233/370 [00:55<00:40,  3.37it/s]

 63%|██████▎   | 234/370 [00:56<00:38,  3.51it/s]

 64%|██████▎   | 235/370 [00:56<00:37,  3.62it/s]

 64%|██████▍   | 236/370 [00:56<00:35,  3.78it/s]

 64%|██████▍   | 237/370 [00:56<00:35,  3.73it/s]

 64%|██████▍   | 238/370 [00:57<00:35,  3.76it/s]

 65%|██████▍   | 239/370 [00:57<00:34,  3.83it/s]

 65%|██████▍   | 240/370 [00:57<00:35,  3.68it/s]

 65%|██████▌   | 241/370 [00:58<00:35,  3.65it/s]

 65%|██████▌   | 242/370 [00:58<00:34,  3.67it/s]

 66%|██████▌   | 243/370 [00:58<00:39,  3.22it/s]

 66%|██████▌   | 244/370 [00:59<00:40,  3.10it/s]

 66%|██████▌   | 245/370 [00:59<00:38,  3.29it/s]

 66%|██████▋   | 246/370 [00:59<00:35,  3.47it/s]

 67%|██████▋   | 247/370 [00:59<00:32,  3.82it/s]

 67%|██████▋   | 248/370 [01:00<00:30,  4.00it/s]

 67%|██████▋   | 249/370 [01:00<00:30,  3.95it/s]

 68%|██████▊   | 250/370 [01:00<00:31,  3.81it/s]

 68%|██████▊   | 251/370 [01:00<00:30,  3.88it/s]

 68%|██████▊   | 252/370 [01:01<00:33,  3.49it/s]

 68%|██████▊   | 253/370 [01:01<00:33,  3.53it/s]

 69%|██████▊   | 254/370 [01:01<00:32,  3.55it/s]

 69%|██████▉   | 255/370 [01:02<00:32,  3.55it/s]

 69%|██████▉   | 256/370 [01:02<00:32,  3.46it/s]

 69%|██████▉   | 257/370 [01:02<00:33,  3.35it/s]

 70%|██████▉   | 258/370 [01:02<00:32,  3.40it/s]

 70%|███████   | 259/370 [01:03<00:32,  3.43it/s]

 70%|███████   | 260/370 [01:03<00:30,  3.64it/s]

 71%|███████   | 261/370 [01:03<00:30,  3.55it/s]

 71%|███████   | 262/370 [01:04<00:30,  3.52it/s]

 71%|███████   | 263/370 [01:04<00:31,  3.35it/s]

 71%|███████▏  | 264/370 [01:04<00:32,  3.24it/s]

 72%|███████▏  | 265/370 [01:04<00:31,  3.37it/s]

 72%|███████▏  | 266/370 [01:05<00:31,  3.28it/s]

 72%|███████▏  | 267/370 [01:05<00:32,  3.21it/s]

 72%|███████▏  | 268/370 [01:05<00:31,  3.24it/s]

 73%|███████▎  | 269/370 [01:06<00:31,  3.16it/s]

 73%|███████▎  | 270/370 [01:06<00:31,  3.16it/s]

 73%|███████▎  | 271/370 [01:06<00:31,  3.13it/s]

 74%|███████▎  | 272/370 [01:07<00:29,  3.34it/s]

 74%|███████▍  | 273/370 [01:07<00:29,  3.30it/s]

 74%|███████▍  | 274/370 [01:07<00:28,  3.39it/s]

 74%|███████▍  | 275/370 [01:08<00:27,  3.43it/s]

 75%|███████▍  | 276/370 [01:08<00:27,  3.42it/s]

 75%|███████▍  | 277/370 [01:08<00:28,  3.29it/s]

 75%|███████▌  | 278/370 [01:08<00:28,  3.21it/s]

 75%|███████▌  | 279/370 [01:09<00:28,  3.18it/s]

 76%|███████▌  | 280/370 [01:09<00:28,  3.16it/s]

 76%|███████▌  | 281/370 [01:09<00:27,  3.28it/s]

 76%|███████▌  | 282/370 [01:10<00:26,  3.34it/s]

 76%|███████▋  | 283/370 [01:10<00:26,  3.34it/s]

 77%|███████▋  | 284/370 [01:10<00:26,  3.28it/s]

 77%|███████▋  | 285/370 [01:11<00:27,  3.09it/s]

 77%|███████▋  | 286/370 [01:11<00:27,  3.06it/s]

 78%|███████▊  | 287/370 [01:11<00:26,  3.14it/s]

 78%|███████▊  | 288/370 [01:12<00:25,  3.22it/s]

 78%|███████▊  | 289/370 [01:12<00:23,  3.42it/s]

 78%|███████▊  | 290/370 [01:12<00:24,  3.32it/s]

 79%|███████▊  | 291/370 [01:12<00:23,  3.29it/s]

 79%|███████▉  | 292/370 [01:13<00:23,  3.36it/s]

 79%|███████▉  | 293/370 [01:13<00:23,  3.31it/s]

 79%|███████▉  | 294/370 [01:13<00:22,  3.41it/s]

 80%|███████▉  | 295/370 [01:14<00:21,  3.51it/s]

 80%|████████  | 296/370 [01:14<00:21,  3.52it/s]

 80%|████████  | 297/370 [01:14<00:21,  3.39it/s]

 81%|████████  | 298/370 [01:15<00:22,  3.20it/s]

 81%|████████  | 299/370 [01:15<00:21,  3.29it/s]

 81%|████████  | 300/370 [01:15<00:21,  3.33it/s]

 81%|████████▏ | 301/370 [01:15<00:21,  3.23it/s]

 82%|████████▏ | 302/370 [01:16<00:20,  3.37it/s]

 82%|████████▏ | 303/370 [01:16<00:19,  3.36it/s]

 82%|████████▏ | 304/370 [01:16<00:19,  3.36it/s]

 82%|████████▏ | 305/370 [01:17<00:19,  3.26it/s]

 83%|████████▎ | 306/370 [01:17<00:19,  3.24it/s]

 83%|████████▎ | 307/370 [01:17<00:18,  3.35it/s]

 83%|████████▎ | 308/370 [01:18<00:18,  3.43it/s]

 84%|████████▎ | 309/370 [01:18<00:17,  3.41it/s]

 84%|████████▍ | 310/370 [01:18<00:18,  3.31it/s]

 84%|████████▍ | 311/370 [01:18<00:17,  3.29it/s]

 84%|████████▍ | 312/370 [01:19<00:17,  3.29it/s]

 85%|████████▍ | 313/370 [01:19<00:17,  3.35it/s]

 85%|████████▍ | 314/370 [01:19<00:15,  3.57it/s]

 85%|████████▌ | 315/370 [01:20<00:15,  3.64it/s]

 85%|████████▌ | 316/370 [01:20<00:15,  3.56it/s]

 86%|████████▌ | 317/370 [01:20<00:15,  3.49it/s]

 86%|████████▌ | 318/370 [01:20<00:15,  3.35it/s]

 86%|████████▌ | 319/370 [01:21<00:14,  3.46it/s]

 86%|████████▋ | 320/370 [01:21<00:14,  3.47it/s]

 87%|████████▋ | 321/370 [01:21<00:14,  3.50it/s]

 87%|████████▋ | 322/370 [01:22<00:13,  3.58it/s]

 87%|████████▋ | 323/370 [01:22<00:13,  3.57it/s]

 88%|████████▊ | 324/370 [01:22<00:12,  3.60it/s]

 88%|████████▊ | 325/370 [01:22<00:12,  3.59it/s]

 88%|████████▊ | 326/370 [01:23<00:12,  3.49it/s]

 88%|████████▊ | 327/370 [01:23<00:12,  3.40it/s]

 89%|████████▊ | 328/370 [01:23<00:11,  3.64it/s]

 89%|████████▉ | 329/370 [01:24<00:11,  3.69it/s]

 89%|████████▉ | 330/370 [01:24<00:11,  3.54it/s]

 89%|████████▉ | 331/370 [01:24<00:11,  3.46it/s]

 90%|████████▉ | 332/370 [01:24<00:10,  3.53it/s]

 90%|█████████ | 333/370 [01:25<00:10,  3.59it/s]

 90%|█████████ | 334/370 [01:25<00:10,  3.45it/s]

 91%|█████████ | 335/370 [01:25<00:09,  3.58it/s]

 91%|█████████ | 336/370 [01:25<00:09,  3.63it/s]

 91%|█████████ | 337/370 [01:26<00:09,  3.56it/s]

 91%|█████████▏| 338/370 [01:26<00:09,  3.43it/s]

 92%|█████████▏| 339/370 [01:26<00:08,  3.46it/s]

 92%|█████████▏| 340/370 [01:27<00:09,  3.32it/s]

 92%|█████████▏| 341/370 [01:27<00:08,  3.40it/s]

 92%|█████████▏| 342/370 [01:27<00:07,  3.52it/s]

 93%|█████████▎| 343/370 [01:28<00:07,  3.67it/s]

 93%|█████████▎| 344/370 [01:28<00:07,  3.38it/s]

 93%|█████████▎| 345/370 [01:28<00:07,  3.14it/s]

 94%|█████████▎| 346/370 [01:29<00:07,  3.06it/s]

 94%|█████████▍| 347/370 [01:29<00:07,  3.07it/s]

 94%|█████████▍| 348/370 [01:29<00:06,  3.27it/s]

 94%|█████████▍| 349/370 [01:29<00:06,  3.23it/s]

 95%|█████████▍| 350/370 [01:30<00:05,  3.34it/s]

 95%|█████████▍| 351/370 [01:30<00:05,  3.21it/s]

 95%|█████████▌| 352/370 [01:30<00:05,  3.10it/s]

 95%|█████████▌| 353/370 [01:31<00:05,  3.16it/s]

 96%|█████████▌| 354/370 [01:31<00:05,  3.17it/s]

 96%|█████████▌| 355/370 [01:31<00:04,  3.38it/s]

 96%|█████████▌| 356/370 [01:32<00:03,  3.50it/s]

 96%|█████████▋| 357/370 [01:32<00:03,  3.61it/s]

 97%|█████████▋| 358/370 [01:32<00:03,  3.85it/s]

 97%|█████████▋| 359/370 [01:32<00:02,  3.88it/s]

 97%|█████████▋| 360/370 [01:33<00:02,  3.67it/s]

 98%|█████████▊| 361/370 [01:33<00:02,  3.64it/s]

 98%|█████████▊| 362/370 [01:33<00:02,  3.68it/s]

 98%|█████████▊| 363/370 [01:33<00:01,  3.97it/s]

 98%|█████████▊| 364/370 [01:34<00:01,  3.71it/s]

 99%|█████████▊| 365/370 [01:34<00:01,  3.88it/s]

 99%|█████████▉| 366/370 [01:34<00:01,  3.87it/s]

 99%|█████████▉| 367/370 [01:34<00:00,  3.92it/s]

 99%|█████████▉| 368/370 [01:35<00:00,  3.95it/s]

100%|█████████▉| 369/370 [01:35<00:00,  3.81it/s]

100%|██████████| 370/370 [01:35<00:00,  4.07it/s]
                                                        

                                                 

 18%|█▊        | 3500/19900 [1:45:07<6:59:03,  1.53s/it]

100%|██████████| 370/370 [02:02<00:00,  4.07it/s]

                                                 Saving model checkpoint to ./checkpoint-3500
Configuration saved in ./checkpoint-3500/config.json
Model weights saved in ./checkpoint-3500/pytorch_model.bin
Configuration saved in ./checkpoint-3500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-2000] due to args.save_total_limit

 18%|█▊        | 3501/19900 [1:46:32<288:48:27, 63.40s/it]
 18%|█▊        | 3502/19900 [1:46:34<204:11:03, 44.83s/it]
 18%|█▊        | 3503/19900 [1:46:35<144:57:57, 31.83s/it]
 18%|█▊        | 3504/19900 [1:46:37<103:26:59, 22.71s/it]
 18%|█▊        | 3505/19900 [1:46:38<74:21:25, 16.33s/it] 
 18%|█▊        | 3506/19900 [1:46:40<53:57:56, 11.85s/it]
 18%|█▊        | 3507/19900 [1:46:41<39:44:18,  8.73s/it]
 18%|█▊        | 3508/19900 [1:46:42<29:38:21,  6.51s/it]
 18%|█▊        | 3509/19900 [1:46:44<22:31:26,  4.95s/it]
 18%|█▊        | 3510/19900 [1:46:45<17:36:44,  3.87s/it]
 18%|█▊        | 3511/19900 [1:46:46<14:06:54,  3.10s/it]
 18%|█▊        | 3512/19900 [1:46:48<11:38:34,  2.56s/it]
 18%|█▊        | 3513/19900 [1:46:49<9:57:57,  2.19s/it] 
 18%|█▊        | 3514/19900 [1:46:50<8:42:42,  1.91s/it]
 18%|█▊        | 3515/19900 [1:46:52<7:44:45,  1.70s/it]
 18%|█▊        | 3516/19900 [1:46:53<7:06:55,  1.56s/it]
 18%|█▊        | 3517/19900 [1:46:54<6:40:10,  1.47s/it]
 18%|█▊        | 3518/19900 [1:46:55<6:16:40,  1.38s/it]
 18%|█▊        | 3519/19900 [1:46:56<6:02:21,  1.33s/it]
 18%|█▊        | 3520/19900 [1:46:58<5:47:41,  1.27s/it]
 18%|█▊        | 3521/19900 [1:46:59<5:36:20,  1.23s/it]
 18%|█▊        | 3522/19900 [1:47:00<5:34:05,  1.22s/it]
 18%|█▊        | 3523/19900 [1:47:01<5:22:17,  1.18s/it]
 18%|█▊        | 3524/19900 [1:47:02<5:29:29,  1.21s/it]
 18%|█▊        | 3525/19900 [1:47:03<5:24:09,  1.19s/it]
 18%|█▊        | 3526/19900 [1:47:04<5:12:29,  1.15s/it]
 18%|█▊        | 3527/19900 [1:47:05<5:02:48,  1.11s/it]
 18%|█▊        | 3528/19900 [1:47:07<5:04:53,  1.12s/it]
 18%|█▊        | 3529/19900 [1:47:08<4:56:55,  1.09s/it]
 18%|█▊        | 3530/19900 [1:47:09<4:59:37,  1.10s/it]
 18%|█▊        | 3531/19900 [1:47:11<6:49:04,  1.50s/it]
 18%|█▊        | 3532/19900 [1:47:13<7:46:52,  1.71s/it]
 18%|█▊        | 3533/19900 [1:47:15<8:08:34,  1.79s/it]
 18%|█▊        | 3534/19900 [1:47:17<8:25:18,  1.85s/it]
 18%|█▊        | 3535/19900 [1:47:19<8:31:45,  1.88s/it]
 18%|█▊        | 3536/19900 [1:47:21<8:25:05,  1.85s/it]
 18%|█▊        | 3537/19900 [1:47:23<8:16:25,  1.82s/it]
 18%|█▊        | 3538/19900 [1:47:25<8:10:00,  1.80s/it]
 18%|█▊        | 3539/19900 [1:47:26<8:01:28,  1.77s/it]
 18%|█▊        | 3540/19900 [1:47:28<7:58:02,  1.75s/it]
 18%|█▊        | 3541/19900 [1:47:30<7:49:34,  1.72s/it]
 18%|█▊        | 3542/19900 [1:47:31<7:41:20,  1.69s/it]
 18%|█▊        | 3543/19900 [1:47:33<7:32:21,  1.66s/it]
 18%|█▊        | 3544/19900 [1:47:34<7:27:07,  1.64s/it]
 18%|█▊        | 3545/19900 [1:47:36<7:19:47,  1.61s/it]
 18%|█▊        | 3546/19900 [1:47:38<7:13:52,  1.59s/it]
 18%|█▊        | 3547/19900 [1:47:39<7:10:21,  1.58s/it]
 18%|█▊        | 3548/19900 [1:47:41<7:04:47,  1.56s/it]
 18%|█▊        | 3549/19900 [1:47:42<6:59:12,  1.54s/it]
 18%|█▊        | 3550/19900 [1:47:44<6:54:26,  1.52s/it]
 18%|█▊        | 3551/19900 [1:47:45<6:50:24,  1.51s/it]
 18%|█▊        | 3552/19900 [1:47:47<6:50:08,  1.51s/it]
 18%|█▊        | 3553/19900 [1:47:48<6:43:53,  1.48s/it]
 18%|█▊        | 3554/19900 [1:47:49<6:38:10,  1.46s/it]
 18%|█▊        | 3555/19900 [1:47:51<6:33:27,  1.44s/it]
 18%|█▊        | 3556/19900 [1:47:52<6:27:30,  1.42s/it]
 18%|█▊        | 3557/19900 [1:47:53<6:20:56,  1.40s/it]
 18%|█▊        | 3558/19900 [1:47:55<6:14:34,  1.38s/it]
 18%|█▊        | 3559/19900 [1:47:56<6:07:24,  1.35s/it]
 18%|█▊        | 3560/19900 [1:47:57<6:01:36,  1.33s/it]
 18%|█▊        | 3561/19900 [1:47:59<5:56:54,  1.31s/it]
 18%|█▊        | 3562/19900 [1:48:00<5:52:04,  1.29s/it]
 18%|█▊        | 3563/19900 [1:48:01<5:46:19,  1.27s/it]
 18%|█▊        | 3564/19900 [1:48:02<5:46:04,  1.27s/it]
 18%|█▊        | 3565/19900 [1:48:04<5:41:54,  1.26s/it]
 18%|█▊        | 3566/19900 [1:48:05<5:41:00,  1.25s/it]
 18%|█▊        | 3567/19900 [1:48:06<5:37:17,  1.24s/it]
 18%|█▊        | 3568/19900 [1:48:07<5:31:36,  1.22s/it]
 18%|█▊        | 3569/19900 [1:48:08<5:26:47,  1.20s/it]
 18%|█▊        | 3570/19900 [1:48:10<5:25:37,  1.20s/it]
 18%|█▊        | 3571/19900 [1:48:11<5:18:50,  1.17s/it]
 18%|█▊        | 3572/19900 [1:48:12<5:21:18,  1.18s/it]
 18%|█▊        | 3573/19900 [1:48:13<5:12:37,  1.15s/it]
 18%|█▊        | 3574/19900 [1:48:14<5:02:28,  1.11s/it]
 18%|█▊        | 3575/19900 [1:48:15<4:54:43,  1.08s/it]
 18%|█▊        | 3576/19900 [1:48:16<4:47:33,  1.06s/it]
 18%|█▊        | 3577/19900 [1:48:17<4:42:23,  1.04s/it]
 18%|█▊        | 3578/19900 [1:48:18<4:36:20,  1.02s/it]
 18%|█▊        | 3579/19900 [1:48:19<4:28:09,  1.01it/s]
 18%|█▊        | 3580/19900 [1:48:21<5:38:33,  1.24s/it]
 18%|█▊        | 3581/19900 [1:48:22<6:00:03,  1.32s/it]
 18%|█▊        | 3582/19900 [1:48:23<5:53:14,  1.30s/it]
 18%|█▊        | 3583/19900 [1:48:26<7:52:29,  1.74s/it]
 18%|█▊        | 3584/19900 [1:48:28<8:22:35,  1.85s/it]
 18%|█▊        | 3585/19900 [1:48:30<8:28:00,  1.87s/it]
 18%|█▊        | 3586/19900 [1:48:32<8:27:09,  1.87s/it]
 18%|█▊        | 3587/19900 [1:48:34<8:26:46,  1.86s/it]
 18%|█▊        | 3588/19900 [1:48:36<8:25:50,  1.86s/it]
 18%|█▊        | 3589/19900 [1:48:38<8:17:14,  1.83s/it]
 18%|█▊        | 3590/19900 [1:48:39<8:06:07,  1.79s/it]
 18%|█▊        | 3591/19900 [1:48:41<7:56:51,  1.75s/it]
 18%|█▊        | 3592/19900 [1:48:43<7:48:55,  1.73s/it]
 18%|█▊        | 3593/19900 [1:48:44<7:41:06,  1.70s/it]
 18%|█▊        | 3594/19900 [1:48:46<7:34:18,  1.67s/it]
 18%|█▊        | 3595/19900 [1:48:47<7:24:49,  1.64s/it]
 18%|█▊        | 3596/19900 [1:48:49<7:14:08,  1.60s/it]
 18%|█▊        | 3597/19900 [1:48:50<7:05:15,  1.57s/it]
 18%|█▊        | 3598/19900 [1:48:52<6:58:39,  1.54s/it]
 18%|█▊        | 3599/19900 [1:48:53<6:54:47,  1.53s/it]
 18%|█▊        | 3600/19900 [1:48:55<6:50:30,  1.51s/it]
                                                        

 18%|█▊        | 3600/19900 [1:48:55<6:50:30,  1.51s/it]
 18%|█▊        | 3601/19900 [1:48:56<6:50:49,  1.51s/it]
 18%|█▊        | 3602/19900 [1:48:58<6:46:54,  1.50s/it]
 18%|█▊        | 3603/19900 [1:48:59<6:44:45,  1.49s/it]
 18%|█▊        | 3604/19900 [1:49:01<6:39:11,  1.47s/it]
 18%|█▊        | 3605/19900 [1:49:02<6:38:32,  1.47s/it]
 18%|█▊        | 3606/19900 [1:49:04<6:32:53,  1.45s/it]
 18%|█▊        | 3607/19900 [1:49:05<6:27:52,  1.43s/it]
 18%|█▊        | 3608/19900 [1:49:06<6:22:33,  1.41s/it]
 18%|█▊        | 3609/19900 [1:49:08<6:14:17,  1.38s/it]
 18%|█▊        | 3610/19900 [1:49:09<6:07:56,  1.36s/it]
 18%|█▊        | 3611/19900 [1:49:10<6:04:23,  1.34s/it]
 18%|█▊        | 3612/19900 [1:49:12<6:01:47,  1.33s/it]
 18%|█▊        | 3613/19900 [1:49:13<5:55:54,  1.31s/it]
 18%|█▊        | 3614/19900 [1:49:14<5:53:20,  1.30s/it]
 18%|█▊        | 3615/19900 [1:49:15<5:47:31,  1.28s/it]
 18%|█▊        | 3616/19900 [1:49:17<5:46:34,  1.28s/it]
 18%|█▊        | 3617/19900 [1:49:18<5:41:35,  1.26s/it]
 18%|█▊        | 3618/19900 [1:49:19<5:38:35,  1.25s/it]
 18%|█▊        | 3619/19900 [1:49:20<5:40:32,  1.25s/it]
 18%|█▊        | 3620/19900 [1:49:21<5:33:41,  1.23s/it]
 18%|█▊        | 3621/19900 [1:49:23<5:30:41,  1.22s/it]
 18%|█▊        | 3622/19900 [1:49:24<5:28:10,  1.21s/it]
 18%|█▊        | 3623/19900 [1:49:25<5:19:22,  1.18s/it]
 18%|█▊        | 3624/19900 [1:49:26<5:11:49,  1.15s/it]
 18%|█▊        | 3625/19900 [1:49:27<5:05:48,  1.13s/it]
 18%|█▊        | 3626/19900 [1:49:28<5:02:55,  1.12s/it]
 18%|█▊        | 3627/19900 [1:49:29<4:56:54,  1.09s/it]
 18%|█▊        | 3628/19900 [1:49:30<4:55:30,  1.09s/it]
 18%|█▊        | 3629/19900 [1:49:31<4:46:21,  1.06s/it]
 18%|█▊        | 3630/19900 [1:49:32<4:37:17,  1.02s/it]
 18%|█▊        | 3631/19900 [1:49:33<4:23:53,  1.03it/s]
 18%|█▊        | 3632/19900 [1:49:35<6:15:10,  1.38s/it]
 18%|█▊        | 3633/19900 [1:49:38<7:12:31,  1.60s/it]
 18%|█▊        | 3634/19900 [1:49:39<7:36:51,  1.69s/it]
 18%|█▊        | 3635/19900 [1:49:41<7:54:00,  1.75s/it]
 18%|█▊        | 3636/19900 [1:49:43<8:03:12,  1.78s/it]
 18%|█▊        | 3637/19900 [1:49:45<8:04:13,  1.79s/it]
 18%|█▊        | 3638/19900 [1:49:47<7:57:12,  1.76s/it]
 18%|█▊        | 3639/19900 [1:49:48<7:56:48,  1.76s/it]
 18%|█▊        | 3640/19900 [1:49:50<7:51:01,  1.74s/it]
 18%|█▊        | 3641/19900 [1:49:52<7:43:30,  1.71s/it]
 18%|█▊        | 3642/19900 [1:49:53<7:35:38,  1.68s/it]
 18%|█▊        | 3643/19900 [1:49:55<7:30:44,  1.66s/it]
 18%|█▊        | 3644/19900 [1:49:57<7:27:11,  1.65s/it]
 18%|█▊        | 3645/19900 [1:49:58<7:20:04,  1.62s/it]
 18%|█▊        | 3646/19900 [1:50:00<7:14:41,  1.60s/it]
 18%|█▊        | 3647/19900 [1:50:01<7:08:26,  1.58s/it]
 18%|█▊        | 3648/19900 [1:50:03<7:04:29,  1.57s/it]
 18%|█▊        | 3649/19900 [1:50:04<6:58:15,  1.54s/it]
 18%|█▊        | 3650/19900 [1:50:06<6:55:11,  1.53s/it]
 18%|█▊        | 3651/19900 [1:50:07<6:50:02,  1.51s/it]
 18%|█▊        | 3652/19900 [1:50:09<6:45:08,  1.50s/it]
 18%|█▊        | 3653/19900 [1:50:10<6:39:13,  1.47s/it]
 18%|█▊        | 3654/19900 [1:50:12<6:34:58,  1.46s/it]
 18%|█▊        | 3655/19900 [1:50:13<6:30:08,  1.44s/it]
 18%|█▊        | 3656/19900 [1:50:14<6:28:45,  1.44s/it]
 18%|█▊        | 3657/19900 [1:50:16<6:24:44,  1.42s/it]
 18%|█▊        | 3658/19900 [1:50:17<6:15:56,  1.39s/it]
 18%|█▊        | 3659/19900 [1:50:18<6:11:28,  1.37s/it]
 18%|█▊        | 3660/19900 [1:50:20<6:16:22,  1.39s/it]
 18%|█▊        | 3661/19900 [1:50:21<6:08:37,  1.36s/it]
 18%|█▊        | 3662/19900 [1:50:22<6:02:24,  1.34s/it]
 18%|█▊        | 3663/19900 [1:50:24<5:56:26,  1.32s/it]
 18%|█▊        | 3664/19900 [1:50:25<5:50:17,  1.29s/it]
 18%|█▊        | 3665/19900 [1:50:26<5:47:09,  1.28s/it]
 18%|█▊        | 3666/19900 [1:50:27<5:39:57,  1.26s/it]
 18%|█▊        | 3667/19900 [1:50:29<5:35:47,  1.24s/it]
 18%|█▊        | 3668/19900 [1:50:30<5:32:30,  1.23s/it]
 18%|█▊        | 3669/19900 [1:50:31<5:30:39,  1.22s/it]
 18%|█▊        | 3670/19900 [1:50:32<5:26:14,  1.21s/it]
 18%|█▊        | 3671/19900 [1:50:33<5:21:58,  1.19s/it]
 18%|█▊        | 3672/19900 [1:50:35<5:21:06,  1.19s/it]
 18%|█▊        | 3673/19900 [1:50:36<5:10:51,  1.15s/it]
 18%|█▊        | 3674/19900 [1:50:37<5:02:17,  1.12s/it]
 18%|█▊        | 3675/19900 [1:50:38<4:55:37,  1.09s/it]
 18%|█▊        | 3676/19900 [1:50:39<4:50:37,  1.07s/it]
 18%|█▊        | 3677/19900 [1:50:40<4:47:33,  1.06s/it]
 18%|█▊        | 3678/19900 [1:50:41<4:44:14,  1.05s/it]
 18%|█▊        | 3679/19900 [1:50:42<4:40:11,  1.04s/it]
 18%|█▊        | 3680/19900 [1:50:43<4:31:51,  1.01s/it]
 18%|█▊        | 3681/19900 [1:50:45<6:21:19,  1.41s/it]
 19%|█▊        | 3682/19900 [1:50:47<7:19:47,  1.63s/it]
 19%|█▊        | 3683/19900 [1:50:49<7:50:04,  1.74s/it]
 19%|█▊        | 3684/19900 [1:50:51<8:05:15,  1.80s/it]
 19%|█▊        | 3685/19900 [1:50:53<8:15:48,  1.83s/it]
 19%|█▊        | 3686/19900 [1:50:55<8:15:45,  1.83s/it]
 19%|█▊        | 3687/19900 [1:50:57<8:10:27,  1.82s/it]
 19%|█▊        | 3688/19900 [1:50:58<8:02:32,  1.79s/it]
 19%|█▊        | 3689/19900 [1:51:00<7:55:16,  1.76s/it]
 19%|█▊        | 3690/19900 [1:51:02<7:48:20,  1.73s/it]
 19%|█▊        | 3691/19900 [1:51:03<7:36:33,  1.69s/it]
 19%|█▊        | 3692/19900 [1:51:05<7:26:01,  1.65s/it]
 19%|█▊        | 3693/19900 [1:51:06<7:22:04,  1.64s/it]
 19%|█▊        | 3694/19900 [1:51:08<7:18:35,  1.62s/it]
 19%|█▊        | 3695/19900 [1:51:10<7:12:39,  1.60s/it]
 19%|█▊        | 3696/19900 [1:51:11<7:04:57,  1.57s/it]
 19%|█▊        | 3697/19900 [1:51:13<6:59:12,  1.55s/it]
 19%|█▊        | 3698/19900 [1:51:14<6:55:00,  1.54s/it]
 19%|█▊        | 3699/19900 [1:51:16<6:49:30,  1.52s/it]
 19%|█▊        | 3700/19900 [1:51:17<6:43:09,  1.49s/it]
                                                        

 19%|█▊        | 3700/19900 [1:51:17<6:43:09,  1.49s/it]
 19%|█▊        | 3701/19900 [1:51:18<6:37:57,  1.47s/it]
 19%|█▊        | 3702/19900 [1:51:20<6:34:01,  1.46s/it]
 19%|█▊        | 3703/19900 [1:51:21<6:31:52,  1.45s/it]
 19%|█▊        | 3704/19900 [1:51:23<6:27:33,  1.44s/it]
 19%|█▊        | 3705/19900 [1:51:24<6:23:04,  1.42s/it]
 19%|█▊        | 3706/19900 [1:51:25<6:18:21,  1.40s/it]
 19%|█▊        | 3707/19900 [1:51:27<6:11:00,  1.37s/it]
 19%|█▊        | 3708/19900 [1:51:28<6:05:25,  1.35s/it]
 19%|█▊        | 3709/19900 [1:51:29<6:01:10,  1.34s/it]
 19%|█▊        | 3710/19900 [1:51:31<6:01:03,  1.34s/it]
 19%|█▊        | 3711/19900 [1:51:32<5:56:48,  1.32s/it]
 19%|█▊        | 3712/19900 [1:51:33<5:55:55,  1.32s/it]
 19%|█▊        | 3713/19900 [1:51:35<5:49:14,  1.29s/it]
 19%|█▊        | 3714/19900 [1:51:36<5:43:16,  1.27s/it]
 19%|█▊        | 3715/19900 [1:51:37<5:41:13,  1.26s/it]
 19%|█▊        | 3716/19900 [1:51:38<5:35:11,  1.24s/it]
 19%|█▊        | 3717/19900 [1:51:39<5:31:38,  1.23s/it]
 19%|█▊        | 3718/19900 [1:51:41<5:30:06,  1.22s/it]
 19%|█▊        | 3719/19900 [1:51:42<5:25:25,  1.21s/it]
 19%|█▊        | 3720/19900 [1:51:43<5:19:08,  1.18s/it]
 19%|█▊        | 3721/19900 [1:51:44<5:11:09,  1.15s/it]
 19%|█▊        | 3722/19900 [1:51:45<5:08:12,  1.14s/it]
 19%|█▊        | 3723/19900 [1:51:46<4:59:43,  1.11s/it]
 19%|█▊        | 3724/19900 [1:51:47<4:56:13,  1.10s/it]
 19%|█▊        | 3725/19900 [1:51:48<4:47:16,  1.07s/it]
 19%|█▊        | 3726/19900 [1:51:49<4:41:11,  1.04s/it]
 19%|█▊        | 3727/19900 [1:51:50<4:35:07,  1.02s/it]
 19%|█▊        | 3728/19900 [1:51:51<4:26:28,  1.01it/s]
 19%|█▊        | 3729/19900 [1:51:52<4:17:44,  1.05it/s]
 19%|█▊        | 3730/19900 [1:51:54<6:11:10,  1.38s/it]
 19%|█▊        | 3731/19900 [1:51:56<7:07:13,  1.59s/it]
 19%|█▉        | 3732/19900 [1:51:58<7:38:27,  1.70s/it]
 19%|█▉        | 3733/19900 [1:52:00<7:51:14,  1.75s/it]
 19%|█▉        | 3734/19900 [1:52:02<7:57:25,  1.77s/it]
 19%|█▉        | 3735/19900 [1:52:04<8:00:11,  1.78s/it]
 19%|█▉        | 3736/19900 [1:52:06<8:00:03,  1.78s/it]
 19%|█▉        | 3737/19900 [1:52:07<7:52:06,  1.75s/it]
 19%|█▉        | 3738/19900 [1:52:09<7:49:51,  1.74s/it]
 19%|█▉        | 3739/19900 [1:52:11<7:52:21,  1.75s/it]
 19%|█▉        | 3740/19900 [1:52:12<7:42:33,  1.72s/it]
 19%|█▉        | 3741/19900 [1:52:14<7:32:50,  1.68s/it]
 19%|█▉        | 3742/19900 [1:52:16<7:25:43,  1.66s/it]
 19%|█▉        | 3743/19900 [1:52:17<7:17:39,  1.63s/it]
 19%|█▉        | 3744/19900 [1:52:19<7:10:58,  1.60s/it]
 19%|█▉        | 3745/19900 [1:52:20<7:06:05,  1.58s/it]
 19%|█▉        | 3746/19900 [1:52:22<7:02:24,  1.57s/it]
 19%|█▉        | 3747/19900 [1:52:23<7:04:09,  1.58s/it]
 19%|█▉        | 3748/19900 [1:52:25<6:56:59,  1.55s/it]
 19%|█▉        | 3749/19900 [1:52:26<6:54:44,  1.54s/it]
 19%|█▉        | 3750/19900 [1:52:28<6:52:45,  1.53s/it]
 19%|█▉        | 3751/19900 [1:52:29<6:46:03,  1.51s/it]
 19%|█▉        | 3752/19900 [1:52:31<6:38:16,  1.48s/it]
 19%|█▉        | 3753/19900 [1:52:32<6:31:41,  1.46s/it]
 19%|█▉        | 3754/19900 [1:52:34<6:25:53,  1.43s/it]
 19%|█▉        | 3755/19900 [1:52:35<6:20:45,  1.42s/it]
 19%|█▉        | 3756/19900 [1:52:36<6:15:34,  1.40s/it]
 19%|█▉        | 3757/19900 [1:52:38<6:09:33,  1.37s/it]
 19%|█▉        | 3758/19900 [1:52:39<6:04:21,  1.35s/it]
 19%|█▉        | 3759/19900 [1:52:40<6:00:28,  1.34s/it]
 19%|█▉        | 3760/19900 [1:52:42<5:54:05,  1.32s/it]
 19%|█▉        | 3761/19900 [1:52:43<5:51:09,  1.31s/it]
 19%|█▉        | 3762/19900 [1:52:44<5:46:31,  1.29s/it]
 19%|█▉        | 3763/19900 [1:52:45<5:40:45,  1.27s/it]
 19%|█▉        | 3764/19900 [1:52:47<5:37:56,  1.26s/it]
 19%|█▉        | 3765/19900 [1:52:48<5:32:56,  1.24s/it]
 19%|█▉        | 3766/19900 [1:52:49<5:28:58,  1.22s/it]
 19%|█▉        | 3767/19900 [1:52:50<5:24:14,  1.21s/it]
 19%|█▉        | 3768/19900 [1:52:51<5:22:28,  1.20s/it]
 19%|█▉        | 3769/19900 [1:52:52<5:18:38,  1.19s/it]
 19%|█▉        | 3770/19900 [1:52:54<5:13:50,  1.17s/it]
 19%|█▉        | 3771/19900 [1:52:55<5:09:17,  1.15s/it]
 19%|█▉        | 3772/19900 [1:52:56<5:02:30,  1.13s/it]
 19%|█▉        | 3773/19900 [1:52:57<4:54:50,  1.10s/it]
 19%|█▉        | 3774/19900 [1:52:58<4:49:33,  1.08s/it]
 19%|█▉        | 3775/19900 [1:52:59<4:44:46,  1.06s/it]
 19%|█▉        | 3776/19900 [1:53:00<4:37:39,  1.03s/it]
 19%|█▉        | 3777/19900 [1:53:01<4:30:49,  1.01s/it]
 19%|█▉        | 3778/19900 [1:53:02<4:20:09,  1.03it/s]
 19%|█▉        | 3779/19900 [1:53:03<5:27:16,  1.22s/it]
 19%|█▉        | 3780/19900 [1:53:05<5:52:57,  1.31s/it]
 19%|█▉        | 3781/19900 [1:53:06<5:41:57,  1.27s/it]
 19%|█▉        | 3782/19900 [1:53:09<7:54:14,  1.77s/it]
 19%|█▉        | 3783/19900 [1:53:11<8:24:43,  1.88s/it]
 19%|█▉        | 3784/19900 [1:53:13<8:32:39,  1.91s/it]
 19%|█▉        | 3785/19900 [1:53:15<8:36:14,  1.92s/it]
 19%|█▉        | 3786/19900 [1:53:17<8:28:05,  1.89s/it]
 19%|█▉        | 3787/19900 [1:53:19<8:15:38,  1.85s/it]
 19%|█▉        | 3788/19900 [1:53:20<8:05:27,  1.81s/it]
 19%|█▉        | 3789/19900 [1:53:22<7:57:09,  1.78s/it]
 19%|█▉        | 3790/19900 [1:53:24<7:54:31,  1.77s/it]
 19%|█▉        | 3791/19900 [1:53:25<7:44:46,  1.73s/it]
 19%|█▉        | 3792/19900 [1:53:27<7:44:48,  1.73s/it]
 19%|█▉        | 3793/19900 [1:53:29<7:34:32,  1.69s/it]
 19%|█▉        | 3794/19900 [1:53:30<7:33:19,  1.69s/it]
 19%|█▉        | 3795/19900 [1:53:32<7:28:16,  1.67s/it]
 19%|█▉        | 3796/19900 [1:53:34<7:23:53,  1.65s/it]
 19%|█▉        | 3797/19900 [1:53:35<7:12:03,  1.61s/it]
 19%|█▉        | 3798/19900 [1:53:37<7:04:09,  1.58s/it]
 19%|█▉        | 3799/19900 [1:53:38<6:59:43,  1.56s/it]
 19%|█▉        | 3800/19900 [1:53:40<6:55:59,  1.55s/it]
                                                        

 19%|█▉        | 3800/19900 [1:53:40<6:55:59,  1.55s/it]
 19%|█▉        | 3801/19900 [1:53:41<6:51:44,  1.53s/it]
 19%|█▉        | 3802/19900 [1:53:43<6:46:19,  1.51s/it]
 19%|█▉        | 3803/19900 [1:53:44<6:42:27,  1.50s/it]
 19%|█▉        | 3804/19900 [1:53:46<6:33:48,  1.47s/it]
 19%|█▉        | 3805/19900 [1:53:47<6:26:59,  1.44s/it]
 19%|█▉        | 3806/19900 [1:53:48<6:23:13,  1.43s/it]
 19%|█▉        | 3807/19900 [1:53:50<6:27:08,  1.44s/it]
 19%|█▉        | 3808/19900 [1:53:51<6:17:04,  1.41s/it]
 19%|█▉        | 3809/19900 [1:53:52<6:09:45,  1.38s/it]
 19%|█▉        | 3810/19900 [1:53:54<6:04:38,  1.36s/it]
 19%|█▉        | 3811/19900 [1:53:55<6:05:48,  1.36s/it]
 19%|█▉        | 3812/19900 [1:53:56<5:55:34,  1.33s/it]
 19%|█▉        | 3813/19900 [1:53:58<5:48:34,  1.30s/it]
 19%|█▉        | 3814/19900 [1:53:59<5:42:00,  1.28s/it]
 19%|█▉        | 3815/19900 [1:54:00<5:45:00,  1.29s/it]
 19%|█▉        | 3816/19900 [1:54:01<5:39:10,  1.27s/it]
 19%|█▉        | 3817/19900 [1:54:03<5:35:28,  1.25s/it]
 19%|█▉        | 3818/19900 [1:54:04<5:33:41,  1.24s/it]
 19%|█▉        | 3819/19900 [1:54:05<5:29:21,  1.23s/it]
 19%|█▉        | 3820/19900 [1:54:06<5:23:46,  1.21s/it]
 19%|█▉        | 3821/19900 [1:54:07<5:19:26,  1.19s/it]
 19%|█▉        | 3822/19900 [1:54:08<5:12:42,  1.17s/it]
 19%|█▉        | 3823/19900 [1:54:10<5:10:10,  1.16s/it]
 19%|█▉        | 3824/19900 [1:54:11<5:02:07,  1.13s/it]
 19%|█▉        | 3825/19900 [1:54:12<4:55:09,  1.10s/it]
 19%|█▉        | 3826/19900 [1:54:13<4:48:38,  1.08s/it]
 19%|█▉        | 3827/19900 [1:54:14<4:40:53,  1.05s/it]
 19%|█▉        | 3828/19900 [1:54:15<4:34:49,  1.03s/it]
 19%|█▉        | 3829/19900 [1:54:16<4:27:32,  1.00it/s]
 19%|█▉        | 3830/19900 [1:54:16<4:17:12,  1.04it/s]
 19%|█▉        | 3831/19900 [1:54:19<6:18:41,  1.41s/it]
 19%|█▉        | 3832/19900 [1:54:21<7:20:01,  1.64s/it]
 19%|█▉        | 3833/19900 [1:54:23<7:54:56,  1.77s/it]
 19%|█▉        | 3834/19900 [1:54:25<8:06:47,  1.82s/it]
 19%|█▉        | 3835/19900 [1:54:27<8:05:08,  1.81s/it]
 19%|█▉        | 3836/19900 [1:54:29<8:02:49,  1.80s/it]
 19%|█▉        | 3837/19900 [1:54:30<7:59:12,  1.79s/it]
 19%|█▉        | 3838/19900 [1:54:32<7:49:51,  1.76s/it]
 19%|█▉        | 3839/19900 [1:54:34<7:42:39,  1.73s/it]
 19%|█▉        | 3840/19900 [1:54:35<7:35:49,  1.70s/it]
 19%|█▉        | 3841/19900 [1:54:37<7:28:33,  1.68s/it]
 19%|█▉        | 3842/19900 [1:54:39<7:22:27,  1.65s/it]
 19%|█▉        | 3843/19900 [1:54:40<7:19:11,  1.64s/it]
 19%|█▉        | 3844/19900 [1:54:42<7:18:33,  1.64s/it]
 19%|█▉        | 3845/19900 [1:54:43<7:12:20,  1.62s/it]
 19%|█▉        | 3846/19900 [1:54:45<7:05:05,  1.59s/it]
 19%|█▉        | 3847/19900 [1:54:47<6:58:13,  1.56s/it]
 19%|█▉        | 3848/19900 [1:54:48<6:52:53,  1.54s/it]
 19%|█▉        | 3849/19900 [1:54:49<6:47:15,  1.52s/it]
 19%|█▉        | 3850/19900 [1:54:51<6:41:49,  1.50s/it]
 19%|█▉        | 3851/19900 [1:54:52<6:37:55,  1.49s/it]
 19%|█▉        | 3852/19900 [1:54:54<6:33:29,  1.47s/it]
 19%|█▉        | 3853/19900 [1:54:55<6:28:14,  1.45s/it]
 19%|█▉        | 3854/19900 [1:54:57<6:24:19,  1.44s/it]
 19%|█▉        | 3855/19900 [1:54:58<6:20:48,  1.42s/it]
 19%|█▉        | 3856/19900 [1:54:59<6:18:22,  1.42s/it]
 19%|█▉        | 3857/19900 [1:55:01<6:10:15,  1.38s/it]
 19%|█▉        | 3858/19900 [1:55:02<6:05:45,  1.37s/it]
 19%|█▉        | 3859/19900 [1:55:03<5:59:53,  1.35s/it]
 19%|█▉        | 3860/19900 [1:55:05<5:53:45,  1.32s/it]
 19%|█▉        | 3861/19900 [1:55:06<5:50:33,  1.31s/it]
 19%|█▉        | 3862/19900 [1:55:07<5:46:34,  1.30s/it]
 19%|█▉        | 3863/19900 [1:55:08<5:43:01,  1.28s/it]
 19%|█▉        | 3864/19900 [1:55:10<5:39:17,  1.27s/it]
 19%|█▉        | 3865/19900 [1:55:11<5:40:00,  1.27s/it]
 19%|█▉        | 3866/19900 [1:55:12<5:39:25,  1.27s/it]
 19%|█▉        | 3867/19900 [1:55:13<5:40:22,  1.27s/it]
 19%|█▉        | 3868/19900 [1:55:15<5:33:08,  1.25s/it]
 19%|█▉        | 3869/19900 [1:55:16<5:27:06,  1.22s/it]
 19%|█▉        | 3870/19900 [1:55:17<5:18:51,  1.19s/it]
 19%|█▉        | 3871/19900 [1:55:18<5:15:38,  1.18s/it]
 19%|█▉        | 3872/19900 [1:55:19<5:08:41,  1.16s/it]
 19%|█▉        | 3873/19900 [1:55:20<5:00:14,  1.12s/it]
 19%|█▉        | 3874/19900 [1:55:21<4:54:59,  1.10s/it]
 19%|█▉        | 3875/19900 [1:55:22<4:50:26,  1.09s/it]
 19%|█▉        | 3876/19900 [1:55:23<4:42:24,  1.06s/it]
 19%|█▉        | 3877/19900 [1:55:24<4:36:56,  1.04s/it]
 19%|█▉        | 3878/19900 [1:55:25<4:30:31,  1.01s/it]
 19%|█▉        | 3879/19900 [1:55:26<4:17:53,  1.04it/s]
 19%|█▉        | 3880/19900 [1:55:28<6:05:26,  1.37s/it]
 20%|█▉        | 3881/19900 [1:55:31<7:04:58,  1.59s/it]
 20%|█▉        | 3882/19900 [1:55:32<7:29:21,  1.68s/it]
 20%|█▉        | 3883/19900 [1:55:34<7:42:34,  1.73s/it]
 20%|█▉        | 3884/19900 [1:55:36<7:46:33,  1.75s/it]
 20%|█▉        | 3885/19900 [1:55:38<7:47:40,  1.75s/it]
 20%|█▉        | 3886/19900 [1:55:40<7:43:07,  1.74s/it]
 20%|█▉        | 3887/19900 [1:55:41<7:38:30,  1.72s/it]
 20%|█▉        | 3888/19900 [1:55:43<7:34:33,  1.70s/it]
 20%|█▉        | 3889/19900 [1:55:45<7:32:07,  1.69s/it]
 20%|█▉        | 3890/19900 [1:55:46<7:25:34,  1.67s/it]
 20%|█▉        | 3891/19900 [1:55:48<7:18:57,  1.65s/it]
 20%|█▉        | 3892/19900 [1:55:49<7:11:43,  1.62s/it]
 20%|█▉        | 3893/19900 [1:55:51<7:08:35,  1.61s/it]
 20%|█▉        | 3894/19900 [1:55:52<7:03:23,  1.59s/it]
 20%|█▉        | 3895/19900 [1:55:54<6:53:15,  1.55s/it]
 20%|█▉        | 3896/19900 [1:55:55<6:45:49,  1.52s/it]
 20%|█▉        | 3897/19900 [1:55:57<6:39:17,  1.50s/it]
 20%|█▉        | 3898/19900 [1:55:58<6:33:37,  1.48s/it]
 20%|█▉        | 3899/19900 [1:56:00<6:32:29,  1.47s/it]
 20%|█▉        | 3900/19900 [1:56:01<6:30:18,  1.46s/it]
                                                        

 20%|█▉        | 3900/19900 [1:56:01<6:30:18,  1.46s/it]
 20%|█▉        | 3901/19900 [1:56:03<6:30:18,  1.46s/it]
 20%|█▉        | 3902/19900 [1:56:04<6:26:47,  1.45s/it]
 20%|█▉        | 3903/19900 [1:56:05<6:26:24,  1.45s/it]
 20%|█▉        | 3904/19900 [1:56:07<6:20:55,  1.43s/it]
 20%|█▉        | 3905/19900 [1:56:08<6:17:00,  1.41s/it]
 20%|█▉        | 3906/19900 [1:56:10<6:09:41,  1.39s/it]
 20%|█▉        | 3907/19900 [1:56:11<6:01:49,  1.36s/it]
 20%|█▉        | 3908/19900 [1:56:12<5:57:25,  1.34s/it]
 20%|█▉        | 3909/19900 [1:56:13<5:50:52,  1.32s/it]
 20%|█▉        | 3910/19900 [1:56:15<5:46:45,  1.30s/it]
 20%|█▉        | 3911/19900 [1:56:16<5:43:32,  1.29s/it]
 20%|█▉        | 3912/19900 [1:56:17<5:38:58,  1.27s/it]
 20%|█▉        | 3913/19900 [1:56:18<5:41:06,  1.28s/it]
 20%|█▉        | 3914/19900 [1:56:20<5:37:39,  1.27s/it]
 20%|█▉        | 3915/19900 [1:56:21<5:30:57,  1.24s/it]
 20%|█▉        | 3916/19900 [1:56:22<5:27:09,  1.23s/it]
 20%|█▉        | 3917/19900 [1:56:23<5:23:28,  1.21s/it]
 20%|█▉        | 3918/19900 [1:56:24<5:21:51,  1.21s/it]
 20%|█▉        | 3919/19900 [1:56:26<5:13:55,  1.18s/it]
 20%|█▉        | 3920/19900 [1:56:27<5:07:07,  1.15s/it]
 20%|█▉        | 3921/19900 [1:56:28<5:00:25,  1.13s/it]
 20%|█▉        | 3922/19900 [1:56:29<4:54:09,  1.10s/it]
 20%|█▉        | 3923/19900 [1:56:30<4:46:39,  1.08s/it]
 20%|█▉        | 3924/19900 [1:56:31<4:40:10,  1.05s/it]
 20%|█▉        | 3925/19900 [1:56:32<4:35:16,  1.03s/it]
 20%|█▉        | 3926/19900 [1:56:33<4:32:44,  1.02s/it]
 20%|█▉        | 3927/19900 [1:56:34<4:27:11,  1.00s/it]
 20%|█▉        | 3928/19900 [1:56:35<4:17:18,  1.03it/s]
 20%|█▉        | 3929/19900 [1:56:37<6:06:24,  1.38s/it]
 20%|█▉        | 3930/19900 [1:56:39<7:06:00,  1.60s/it]
 20%|█▉        | 3931/19900 [1:56:41<7:34:58,  1.71s/it]
 20%|█▉        | 3932/19900 [1:56:43<7:52:57,  1.78s/it]
 20%|█▉        | 3933/19900 [1:56:45<7:55:54,  1.79s/it]
 20%|█▉        | 3934/19900 [1:56:47<8:01:24,  1.81s/it]
 20%|█▉        | 3935/19900 [1:56:48<7:55:26,  1.79s/it]
 20%|█▉        | 3936/19900 [1:56:50<7:48:46,  1.76s/it]
 20%|█▉        | 3937/19900 [1:56:52<7:43:27,  1.74s/it]
 20%|█▉        | 3938/19900 [1:56:53<7:38:48,  1.72s/it]
 20%|█▉        | 3939/19900 [1:56:55<7:32:23,  1.70s/it]
 20%|█▉        | 3940/19900 [1:56:57<7:25:29,  1.67s/it]
 20%|█▉        | 3941/19900 [1:56:58<7:20:45,  1.66s/it]
 20%|█▉        | 3942/19900 [1:57:00<7:16:30,  1.64s/it]
 20%|█▉        | 3943/19900 [1:57:02<7:10:24,  1.62s/it]
 20%|█▉        | 3944/19900 [1:57:03<7:03:18,  1.59s/it]
 20%|█▉        | 3945/19900 [1:57:05<6:55:25,  1.56s/it]
 20%|█▉        | 3946/19900 [1:57:06<6:49:50,  1.54s/it]
 20%|█▉        | 3947/19900 [1:57:08<6:46:40,  1.53s/it]
 20%|█▉        | 3948/19900 [1:57:09<6:43:32,  1.52s/it]
 20%|█▉        | 3949/19900 [1:57:11<6:42:02,  1.51s/it]
 20%|█▉        | 3950/19900 [1:57:12<6:36:42,  1.49s/it]
 20%|█▉        | 3951/19900 [1:57:13<6:31:26,  1.47s/it]
 20%|█▉        | 3952/19900 [1:57:15<6:27:29,  1.46s/it]
 20%|█▉        | 3953/19900 [1:57:16<6:22:57,  1.44s/it]
 20%|█▉        | 3954/19900 [1:57:18<6:18:24,  1.42s/it]
 20%|█▉        | 3955/19900 [1:57:19<6:10:51,  1.40s/it]
 20%|█▉        | 3956/19900 [1:57:20<6:03:32,  1.37s/it]
 20%|█▉        | 3957/19900 [1:57:22<5:58:39,  1.35s/it]
 20%|█▉        | 3958/19900 [1:57:23<5:50:46,  1.32s/it]
 20%|█▉        | 3959/19900 [1:57:24<5:45:47,  1.30s/it]
 20%|█▉        | 3960/19900 [1:57:25<5:45:25,  1.30s/it]
 20%|█▉        | 3961/19900 [1:57:27<5:42:32,  1.29s/it]
 20%|█▉        | 3962/19900 [1:57:28<5:42:18,  1.29s/it]
 20%|█▉        | 3963/19900 [1:57:29<5:38:04,  1.27s/it]
 20%|█▉        | 3964/19900 [1:57:30<5:33:21,  1.26s/it]
 20%|█▉        | 3965/19900 [1:57:32<5:27:40,  1.23s/it]
 20%|█▉        | 3966/19900 [1:57:33<5:23:20,  1.22s/it]
 20%|█▉        | 3967/19900 [1:57:34<5:19:08,  1.20s/it]
 20%|█▉        | 3968/19900 [1:57:35<5:13:36,  1.18s/it]
 20%|█▉        | 3969/19900 [1:57:36<5:08:19,  1.16s/it]
 20%|█▉        | 3970/19900 [1:57:37<5:00:44,  1.13s/it]
 20%|█▉        | 3971/19900 [1:57:38<4:54:51,  1.11s/it]
 20%|█▉        | 3972/19900 [1:57:39<4:48:32,  1.09s/it]
 20%|█▉        | 3973/19900 [1:57:40<4:33:58,  1.03s/it]
 20%|█▉        | 3974/19900 [1:57:41<4:22:22,  1.01it/s]
 20%|█▉        | 3975/19900 [1:57:42<4:24:29,  1.00it/s]
 20%|█▉        | 3976/19900 [1:57:43<4:20:56,  1.02it/s]
 20%|█▉        | 3977/19900 [1:57:44<4:10:57,  1.06it/s]
 20%|█▉        | 3978/19900 [1:57:46<5:30:23,  1.25s/it]
 20%|█▉        | 3979/19900 [1:57:47<5:52:43,  1.33s/it]
 20%|██        | 3980/19900 [1:57:49<5:45:01,  1.30s/it]
 20%|██        | 3981/19900 [1:57:51<7:41:34,  1.74s/it]
 20%|██        | 3982/19900 [1:57:53<8:10:13,  1.85s/it]
 20%|██        | 3983/19900 [1:57:55<8:18:14,  1.88s/it]
 20%|██        | 3984/19900 [1:57:57<8:23:44,  1.90s/it]
 20%|██        | 3985/19900 [1:57:59<8:17:30,  1.88s/it]
 20%|██        | 3986/19900 [1:58:01<8:06:57,  1.84s/it]
 20%|██        | 3987/19900 [1:58:03<7:56:57,  1.80s/it]
 20%|██        | 3988/19900 [1:58:04<7:48:09,  1.77s/it]
 20%|██        | 3989/19900 [1:58:06<7:36:11,  1.72s/it]
 20%|██        | 3990/19900 [1:58:08<7:29:13,  1.69s/it]
 20%|██        | 3991/19900 [1:58:09<7:20:00,  1.66s/it]
 20%|██        | 3992/19900 [1:58:11<7:14:26,  1.64s/it]
 20%|██        | 3993/19900 [1:58:12<7:10:02,  1.62s/it]
 20%|██        | 3994/19900 [1:58:14<7:03:38,  1.60s/it]
 20%|██        | 3995/19900 [1:58:15<6:59:21,  1.58s/it]
 20%|██        | 3996/19900 [1:58:17<6:52:16,  1.56s/it]
 20%|██        | 3997/19900 [1:58:18<6:50:22,  1.55s/it]
 20%|██        | 3998/19900 [1:58:20<6:45:15,  1.53s/it]
 20%|██        | 3999/19900 [1:58:21<6:41:07,  1.51s/it]
 20%|██        | 4000/19900 [1:58:23<6:37:18,  1.50s/it]
                                                        

 20%|██        | 4000/19900 [1:58:23<6:37:18,  1.50s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 3.4632537364959717, 'eval_wer': 0.9959432048681541, 'eval_cer': 0.62994731037863, 'eval_runtime': 122.6998, 'eval_samples_per_second': 24.108, 'eval_steps_per_second': 3.015, 'epoch': 17.59}
{'loss': 4.3607, 'learning_rate': 6.832122905027933e-05, 'epoch': 18.09}
{'loss': 4.2659, 'learning_rate': 6.790223463687151e-05, 'epoch': 18.59}
{'loss': 4.2805, 'learning_rate': 6.748324022346368e-05, 'epoch': 19.1}
{'loss': 4.1783, 'learning_rate': 6.706424581005587e-05, 'epoch': 19.6}
{'loss': 4.1026, 'learning_rate': 6.664525139664804e-05, 'epoch': 20.1}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:40,  8.99it/s]

  1%|          | 3/370 [00:00<01:01,  6.00it/s]

  1%|          | 4/370 [00:00<01:12,  5.04it/s]

  1%|▏         | 5/370 [00:00<01:17,  4.69it/s]

  2%|▏         | 6/370 [00:01<01:13,  4.99it/s]

  2%|▏         | 7/370 [00:01<01:21,  4.46it/s]

  2%|▏         | 8/370 [00:01<01:18,  4.59it/s]

  2%|▏         | 9/370 [00:01<01:19,  4.52it/s]

  3%|▎         | 10/370 [00:02<01:20,  4.49it/s]

  3%|▎         | 11/370 [00:02<01:22,  4.36it/s]

  3%|▎         | 12/370 [00:02<01:21,  4.37it/s]

  4%|▎         | 13/370 [00:02<01:21,  4.36it/s]

  4%|▍         | 14/370 [00:03<01:25,  4.15it/s]

  4%|▍         | 15/370 [00:03<01:28,  4.03it/s]

  4%|▍         | 16/370 [00:03<01:29,  3.95it/s]

  5%|▍         | 17/370 [00:03<01:25,  4.11it/s]

  5%|▍         | 18/370 [00:03<01:20,  4.37it/s]

  5%|▌         | 19/370 [00:04<01:24,  4.18it/s]

  5%|▌         | 20/370 [00:04<01:24,  4.14it/s]

  6%|▌         | 21/370 [00:04<01:19,  4.39it/s]

  6%|▌         | 22/370 [00:04<01:13,  4.71it/s]

  6%|▌         | 23/370 [00:05<01:12,  4.76it/s]

  6%|▋         | 24/370 [00:05<01:14,  4.65it/s]

  7%|▋         | 25/370 [00:05<01:15,  4.56it/s]

  7%|▋         | 26/370 [00:05<01:11,  4.80it/s]

  7%|▋         | 27/370 [00:05<01:11,  4.78it/s]

  8%|▊         | 28/370 [00:06<01:13,  4.66it/s]

  8%|▊         | 29/370 [00:06<01:17,  4.41it/s]

  8%|▊         | 30/370 [00:06<01:17,  4.38it/s]

  8%|▊         | 31/370 [00:06<01:16,  4.42it/s]

  9%|▊         | 32/370 [00:07<01:18,  4.32it/s]

  9%|▉         | 33/370 [00:07<01:19,  4.21it/s]

  9%|▉         | 34/370 [00:07<01:17,  4.33it/s]

  9%|▉         | 35/370 [00:07<01:20,  4.17it/s]

 10%|▉         | 36/370 [00:08<01:18,  4.24it/s]

 10%|█         | 37/370 [00:08<01:14,  4.48it/s]

 10%|█         | 38/370 [00:08<01:13,  4.51it/s]

 11%|█         | 39/370 [00:08<01:10,  4.70it/s]

 11%|█         | 40/370 [00:08<01:11,  4.59it/s]

 11%|█         | 41/370 [00:09<01:10,  4.68it/s]

 11%|█▏        | 42/370 [00:09<01:13,  4.48it/s]

 12%|█▏        | 43/370 [00:09<01:13,  4.42it/s]

 12%|█▏        | 44/370 [00:09<01:11,  4.59it/s]

 12%|█▏        | 45/370 [00:10<01:17,  4.17it/s]

 12%|█▏        | 46/370 [00:10<01:15,  4.27it/s]

 13%|█▎        | 47/370 [00:10<01:21,  3.98it/s]

 13%|█▎        | 48/370 [00:10<01:22,  3.92it/s]

 13%|█▎        | 49/370 [00:11<01:16,  4.21it/s]

 14%|█▎        | 50/370 [00:11<01:09,  4.62it/s]

 14%|█▍        | 51/370 [00:11<01:12,  4.42it/s]

 14%|█▍        | 52/370 [00:11<01:06,  4.75it/s]

 14%|█▍        | 53/370 [00:11<01:09,  4.53it/s]

 15%|█▍        | 54/370 [00:12<01:07,  4.68it/s]

 15%|█▍        | 55/370 [00:12<01:10,  4.44it/s]

 15%|█▌        | 56/370 [00:12<01:10,  4.45it/s]

 15%|█▌        | 57/370 [00:12<01:04,  4.89it/s]

 16%|█▌        | 58/370 [00:12<01:08,  4.53it/s]

 16%|█▌        | 59/370 [00:13<01:07,  4.58it/s]

 16%|█▌        | 60/370 [00:13<01:04,  4.81it/s]

 16%|█▋        | 61/370 [00:13<01:09,  4.42it/s]

 17%|█▋        | 62/370 [00:13<01:09,  4.46it/s]

 17%|█▋        | 63/370 [00:14<01:03,  4.80it/s]

 17%|█▋        | 64/370 [00:14<01:02,  4.90it/s]

 18%|█▊        | 65/370 [00:14<01:04,  4.75it/s]

 18%|█▊        | 66/370 [00:14<01:02,  4.84it/s]

 18%|█▊        | 67/370 [00:14<01:05,  4.63it/s]

 18%|█▊        | 68/370 [00:15<01:09,  4.33it/s]

 19%|█▊        | 69/370 [00:15<01:04,  4.65it/s]

 19%|█▉        | 70/370 [00:15<01:03,  4.74it/s]

 19%|█▉        | 71/370 [00:15<01:07,  4.43it/s]

 19%|█▉        | 72/370 [00:15<01:02,  4.80it/s]

 20%|█▉        | 73/370 [00:16<01:02,  4.76it/s]

 20%|██        | 74/370 [00:16<01:05,  4.50it/s]

 20%|██        | 75/370 [00:16<01:07,  4.39it/s]

 21%|██        | 76/370 [00:16<01:03,  4.62it/s]

 21%|██        | 77/370 [00:17<01:01,  4.75it/s]

 21%|██        | 78/370 [00:17<01:03,  4.59it/s]

 21%|██▏       | 79/370 [00:17<01:03,  4.59it/s]

 22%|██▏       | 80/370 [00:17<01:03,  4.57it/s]

 22%|██▏       | 81/370 [00:17<01:02,  4.65it/s]

 22%|██▏       | 82/370 [00:18<01:03,  4.55it/s]

 22%|██▏       | 83/370 [00:18<01:03,  4.49it/s]

 23%|██▎       | 84/370 [00:18<01:04,  4.42it/s]

 23%|██▎       | 85/370 [00:18<01:01,  4.61it/s]

 23%|██▎       | 86/370 [00:19<01:03,  4.47it/s]

 24%|██▎       | 87/370 [00:19<01:01,  4.59it/s]

 24%|██▍       | 88/370 [00:19<01:03,  4.41it/s]

 24%|██▍       | 89/370 [00:19<01:04,  4.36it/s]

 24%|██▍       | 90/370 [00:19<01:02,  4.45it/s]

 25%|██▍       | 91/370 [00:20<01:05,  4.28it/s]

 25%|██▍       | 92/370 [00:20<01:06,  4.21it/s]

 25%|██▌       | 93/370 [00:20<01:10,  3.94it/s]

 25%|██▌       | 94/370 [00:20<01:09,  3.97it/s]

 26%|██▌       | 95/370 [00:21<01:13,  3.73it/s]

 26%|██▌       | 96/370 [00:21<01:13,  3.74it/s]

 26%|██▌       | 97/370 [00:21<01:10,  3.87it/s]

 26%|██▋       | 98/370 [00:22<01:09,  3.89it/s]

 27%|██▋       | 99/370 [00:22<01:07,  4.00it/s]

 27%|██▋       | 100/370 [00:22<01:04,  4.17it/s]

 27%|██▋       | 101/370 [00:22<01:02,  4.27it/s]

 28%|██▊       | 102/370 [00:22<01:00,  4.40it/s]

 28%|██▊       | 103/370 [00:23<01:00,  4.43it/s]

 28%|██▊       | 104/370 [00:23<01:05,  4.07it/s]

 28%|██▊       | 105/370 [00:23<01:01,  4.30it/s]

 29%|██▊       | 106/370 [00:23<01:02,  4.24it/s]

 29%|██▉       | 107/370 [00:24<01:00,  4.32it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.47it/s]

 29%|██▉       | 109/370 [00:24<01:00,  4.34it/s]

 30%|██▉       | 110/370 [00:24<00:57,  4.56it/s]

 30%|███       | 111/370 [00:24<00:55,  4.65it/s]

 30%|███       | 112/370 [00:25<00:57,  4.51it/s]

 31%|███       | 113/370 [00:25<00:56,  4.53it/s]

 31%|███       | 114/370 [00:25<00:55,  4.58it/s]

 31%|███       | 115/370 [00:25<00:58,  4.35it/s]

 31%|███▏      | 116/370 [00:26<01:01,  4.12it/s]

 32%|███▏      | 117/370 [00:26<01:04,  3.95it/s]

 32%|███▏      | 118/370 [00:26<01:02,  4.01it/s]

 32%|███▏      | 119/370 [00:26<01:00,  4.12it/s]

 32%|███▏      | 120/370 [00:27<00:59,  4.22it/s]

 33%|███▎      | 121/370 [00:27<00:57,  4.35it/s]

 33%|███▎      | 122/370 [00:27<00:56,  4.41it/s]

 33%|███▎      | 123/370 [00:27<00:53,  4.60it/s]

 34%|███▎      | 124/370 [00:27<00:49,  4.95it/s]

 34%|███▍      | 125/370 [00:28<00:52,  4.65it/s]

 34%|███▍      | 126/370 [00:28<00:52,  4.67it/s]

 34%|███▍      | 127/370 [00:28<00:54,  4.46it/s]

 35%|███▍      | 128/370 [00:28<00:56,  4.26it/s]

 35%|███▍      | 129/370 [00:29<01:02,  3.86it/s]

 35%|███▌      | 130/370 [00:29<01:03,  3.78it/s]

 35%|███▌      | 131/370 [00:29<01:05,  3.63it/s]

 36%|███▌      | 132/370 [00:29<01:00,  3.93it/s]

 36%|███▌      | 133/370 [00:30<00:59,  4.01it/s]

 36%|███▌      | 134/370 [00:30<00:58,  4.02it/s]

 36%|███▋      | 135/370 [00:30<00:59,  3.98it/s]

 37%|███▋      | 136/370 [00:31<01:00,  3.84it/s]

 37%|███▋      | 137/370 [00:31<01:00,  3.88it/s]

 37%|███▋      | 138/370 [00:31<00:58,  4.00it/s]

 38%|███▊      | 139/370 [00:31<00:55,  4.19it/s]

 38%|███▊      | 140/370 [00:31<00:51,  4.43it/s]

 38%|███▊      | 141/370 [00:32<00:55,  4.11it/s]

 38%|███▊      | 142/370 [00:32<00:56,  4.05it/s]

 39%|███▊      | 143/370 [00:32<00:54,  4.15it/s]

 39%|███▉      | 144/370 [00:32<00:56,  4.01it/s]

 39%|███▉      | 145/370 [00:33<01:01,  3.67it/s]

 39%|███▉      | 146/370 [00:33<00:57,  3.89it/s]

 40%|███▉      | 147/370 [00:33<00:55,  4.00it/s]

 40%|████      | 148/370 [00:33<00:56,  3.91it/s]

 40%|████      | 149/370 [00:34<00:54,  4.07it/s]

 41%|████      | 150/370 [00:34<00:49,  4.45it/s]

 41%|████      | 151/370 [00:34<00:46,  4.68it/s]

 41%|████      | 152/370 [00:34<00:47,  4.61it/s]

 41%|████▏     | 153/370 [00:35<00:48,  4.45it/s]

 42%|████▏     | 154/370 [00:35<00:49,  4.40it/s]

 42%|████▏     | 155/370 [00:35<00:47,  4.52it/s]

 42%|████▏     | 156/370 [00:35<00:49,  4.32it/s]

 42%|████▏     | 157/370 [00:35<00:50,  4.22it/s]

 43%|████▎     | 158/370 [00:36<00:50,  4.23it/s]

 43%|████▎     | 159/370 [00:36<00:47,  4.40it/s]

 43%|████▎     | 160/370 [00:36<00:48,  4.37it/s]

 44%|████▎     | 161/370 [00:36<00:48,  4.35it/s]

 44%|████▍     | 162/370 [00:37<00:49,  4.24it/s]

 44%|████▍     | 163/370 [00:37<00:46,  4.44it/s]

 44%|████▍     | 164/370 [00:37<00:46,  4.45it/s]

 45%|████▍     | 165/370 [00:37<00:48,  4.23it/s]

 45%|████▍     | 166/370 [00:38<00:49,  4.15it/s]

 45%|████▌     | 167/370 [00:38<00:48,  4.19it/s]

 45%|████▌     | 168/370 [00:38<00:47,  4.29it/s]

 46%|████▌     | 169/370 [00:38<00:45,  4.38it/s]

 46%|████▌     | 170/370 [00:39<00:49,  4.03it/s]

 46%|████▌     | 171/370 [00:39<00:51,  3.86it/s]

 46%|████▋     | 172/370 [00:39<00:46,  4.25it/s]

 47%|████▋     | 173/370 [00:39<00:41,  4.70it/s]

 47%|████▋     | 174/370 [00:39<00:43,  4.47it/s]

 47%|████▋     | 175/370 [00:40<00:42,  4.54it/s]

 48%|████▊     | 176/370 [00:40<00:41,  4.66it/s]

 48%|████▊     | 177/370 [00:40<00:44,  4.36it/s]

 48%|████▊     | 178/370 [00:40<00:42,  4.52it/s]

 48%|████▊     | 179/370 [00:41<00:42,  4.46it/s]

 49%|████▊     | 180/370 [00:41<00:39,  4.82it/s]

 49%|████▉     | 181/370 [00:41<00:39,  4.75it/s]

 49%|████▉     | 182/370 [00:41<00:39,  4.71it/s]

 49%|████▉     | 183/370 [00:41<00:43,  4.34it/s]

 50%|████▉     | 184/370 [00:42<00:43,  4.31it/s]

 50%|█████     | 185/370 [00:42<00:41,  4.48it/s]

 50%|█████     | 186/370 [00:42<00:41,  4.40it/s]

 51%|█████     | 187/370 [00:42<00:44,  4.09it/s]

 51%|█████     | 188/370 [00:43<00:45,  4.00it/s]

 51%|█████     | 189/370 [00:43<00:47,  3.84it/s]

 51%|█████▏    | 190/370 [00:43<00:45,  3.97it/s]

 52%|█████▏    | 191/370 [00:43<00:43,  4.12it/s]

 52%|█████▏    | 192/370 [00:44<00:45,  3.94it/s]

 52%|█████▏    | 193/370 [00:44<00:45,  3.85it/s]

 52%|█████▏    | 194/370 [00:44<00:41,  4.27it/s]

 53%|█████▎    | 195/370 [00:44<00:42,  4.11it/s]

 53%|█████▎    | 196/370 [00:45<00:42,  4.12it/s]

 53%|█████▎    | 197/370 [00:45<00:41,  4.17it/s]

 54%|█████▎    | 198/370 [00:45<00:41,  4.10it/s]

 54%|█████▍    | 199/370 [00:45<00:41,  4.16it/s]

 54%|█████▍    | 200/370 [00:46<00:42,  4.02it/s]

 54%|█████▍    | 201/370 [00:46<00:41,  4.10it/s]

 55%|█████▍    | 202/370 [00:46<00:40,  4.14it/s]

 55%|█████▍    | 203/370 [00:46<00:39,  4.22it/s]

 55%|█████▌    | 204/370 [00:47<00:42,  3.89it/s]

 55%|█████▌    | 205/370 [00:47<00:40,  4.11it/s]

 56%|█████▌    | 206/370 [00:47<00:41,  3.94it/s]

 56%|█████▌    | 207/370 [00:47<00:42,  3.86it/s]

 56%|█████▌    | 208/370 [00:48<00:44,  3.64it/s]

 56%|█████▋    | 209/370 [00:48<00:42,  3.75it/s]

 57%|█████▋    | 210/370 [00:48<00:44,  3.58it/s]

 57%|█████▋    | 211/370 [00:49<00:46,  3.44it/s]

 57%|█████▋    | 212/370 [00:49<00:45,  3.44it/s]

 58%|█████▊    | 213/370 [00:49<00:44,  3.49it/s]

 58%|█████▊    | 214/370 [00:49<00:41,  3.76it/s]

 58%|█████▊    | 215/370 [00:50<00:40,  3.81it/s]

 58%|█████▊    | 216/370 [00:50<00:39,  3.95it/s]

 59%|█████▊    | 217/370 [00:50<00:37,  4.06it/s]

 59%|█████▉    | 218/370 [00:50<00:35,  4.28it/s]

 59%|█████▉    | 219/370 [00:50<00:36,  4.13it/s]

 59%|█████▉    | 220/370 [00:51<00:36,  4.14it/s]

 60%|█████▉    | 221/370 [00:51<00:37,  4.01it/s]

 60%|██████    | 222/370 [00:51<00:35,  4.14it/s]

 60%|██████    | 223/370 [00:52<00:37,  3.96it/s]

 61%|██████    | 224/370 [00:52<00:39,  3.66it/s]

 61%|██████    | 225/370 [00:52<00:42,  3.41it/s]

 61%|██████    | 226/370 [00:52<00:40,  3.55it/s]

 61%|██████▏   | 227/370 [00:53<00:40,  3.52it/s]

 62%|██████▏   | 228/370 [00:53<00:40,  3.53it/s]

 62%|██████▏   | 229/370 [00:53<00:40,  3.51it/s]

 62%|██████▏   | 230/370 [00:54<00:39,  3.52it/s]

 62%|██████▏   | 231/370 [00:54<00:38,  3.62it/s]

 63%|██████▎   | 232/370 [00:54<00:39,  3.47it/s]

 63%|██████▎   | 233/370 [00:54<00:39,  3.43it/s]

 63%|██████▎   | 234/370 [00:55<00:38,  3.56it/s]

 64%|██████▎   | 235/370 [00:55<00:36,  3.68it/s]

 64%|██████▍   | 236/370 [00:55<00:34,  3.84it/s]

 64%|██████▍   | 237/370 [00:55<00:35,  3.79it/s]

 64%|██████▍   | 238/370 [00:56<00:34,  3.84it/s]

 65%|██████▍   | 239/370 [00:56<00:33,  3.91it/s]

 65%|██████▍   | 240/370 [00:56<00:34,  3.75it/s]

 65%|██████▌   | 241/370 [00:57<00:34,  3.70it/s]

 65%|██████▌   | 242/370 [00:57<00:33,  3.80it/s]

 66%|██████▌   | 243/370 [00:57<00:36,  3.51it/s]

 66%|██████▌   | 244/370 [00:57<00:38,  3.30it/s]

 66%|██████▌   | 245/370 [00:58<00:36,  3.39it/s]

 66%|██████▋   | 246/370 [00:58<00:35,  3.45it/s]

 67%|██████▋   | 247/370 [00:58<00:32,  3.75it/s]

 67%|██████▋   | 248/370 [00:58<00:31,  3.85it/s]

 67%|██████▋   | 249/370 [00:59<00:32,  3.72it/s]

 68%|██████▊   | 250/370 [00:59<00:32,  3.68it/s]

 68%|██████▊   | 251/370 [00:59<00:31,  3.81it/s]

 68%|██████▊   | 252/370 [01:00<00:35,  3.37it/s]

 68%|██████▊   | 253/370 [01:00<00:33,  3.46it/s]

 69%|██████▊   | 254/370 [01:00<00:33,  3.49it/s]

 69%|██████▉   | 255/370 [01:00<00:32,  3.53it/s]

 69%|██████▉   | 256/370 [01:01<00:33,  3.45it/s]

 69%|██████▉   | 257/370 [01:01<00:35,  3.16it/s]

 70%|██████▉   | 258/370 [01:01<00:34,  3.25it/s]

 70%|███████   | 259/370 [01:02<00:33,  3.28it/s]

 70%|███████   | 260/370 [01:02<00:31,  3.47it/s]

 71%|███████   | 261/370 [01:02<00:32,  3.39it/s]

 71%|███████   | 262/370 [01:03<00:32,  3.31it/s]

 71%|███████   | 263/370 [01:03<00:33,  3.17it/s]

 71%|███████▏  | 264/370 [01:03<00:34,  3.06it/s]

 72%|███████▏  | 265/370 [01:04<00:33,  3.12it/s]

 72%|███████▏  | 266/370 [01:04<00:34,  3.05it/s]

 72%|███████▏  | 267/370 [01:04<00:34,  2.96it/s]

 72%|███████▏  | 268/370 [01:05<00:34,  2.94it/s]

 73%|███████▎  | 269/370 [01:05<00:33,  2.97it/s]

 73%|███████▎  | 270/370 [01:05<00:32,  3.06it/s]

 73%|███████▎  | 271/370 [01:06<00:32,  3.06it/s]

 74%|███████▎  | 272/370 [01:06<00:29,  3.30it/s]

 74%|███████▍  | 273/370 [01:06<00:29,  3.31it/s]

 74%|███████▍  | 274/370 [01:06<00:28,  3.32it/s]

 74%|███████▍  | 275/370 [01:07<00:28,  3.39it/s]

 75%|███████▍  | 276/370 [01:07<00:27,  3.43it/s]

 75%|███████▍  | 277/370 [01:07<00:27,  3.35it/s]

 75%|███████▌  | 278/370 [01:08<00:28,  3.26it/s]

 75%|███████▌  | 279/370 [01:08<00:27,  3.26it/s]

 76%|███████▌  | 280/370 [01:08<00:27,  3.24it/s]

 76%|███████▌  | 281/370 [01:09<00:26,  3.32it/s]

 76%|███████▌  | 282/370 [01:09<00:25,  3.39it/s]

 76%|███████▋  | 283/370 [01:09<00:25,  3.40it/s]

 77%|███████▋  | 284/370 [01:09<00:25,  3.32it/s]

 77%|███████▋  | 285/370 [01:10<00:27,  3.14it/s]

 77%|███████▋  | 286/370 [01:10<00:26,  3.12it/s]

 78%|███████▊  | 287/370 [01:10<00:26,  3.18it/s]

 78%|███████▊  | 288/370 [01:11<00:25,  3.26it/s]

 78%|███████▊  | 289/370 [01:11<00:23,  3.48it/s]

 78%|███████▊  | 290/370 [01:11<00:24,  3.33it/s]

 79%|███████▊  | 291/370 [01:12<00:24,  3.24it/s]

 79%|███████▉  | 292/370 [01:12<00:23,  3.30it/s]

 79%|███████▉  | 293/370 [01:12<00:23,  3.21it/s]

 79%|███████▉  | 294/370 [01:13<00:23,  3.21it/s]

 80%|███████▉  | 295/370 [01:13<00:22,  3.29it/s]

 80%|████████  | 296/370 [01:13<00:22,  3.31it/s]

 80%|████████  | 297/370 [01:14<00:22,  3.19it/s]

 81%|████████  | 298/370 [01:14<00:24,  3.00it/s]

 81%|████████  | 299/370 [01:14<00:23,  3.08it/s]

 81%|████████  | 300/370 [01:15<00:22,  3.12it/s]

 81%|████████▏ | 301/370 [01:15<00:22,  3.02it/s]

 82%|████████▏ | 302/370 [01:15<00:21,  3.15it/s]

 82%|████████▏ | 303/370 [01:15<00:21,  3.14it/s]

 82%|████████▏ | 304/370 [01:16<00:20,  3.16it/s]

 82%|████████▏ | 305/370 [01:16<00:21,  3.08it/s]

 83%|████████▎ | 306/370 [01:16<00:20,  3.10it/s]

 83%|████████▎ | 307/370 [01:17<00:19,  3.18it/s]

 83%|████████▎ | 308/370 [01:17<00:19,  3.22it/s]

 84%|████████▎ | 309/370 [01:17<00:18,  3.23it/s]

 84%|████████▍ | 310/370 [01:18<00:19,  3.12it/s]

 84%|████████▍ | 311/370 [01:18<00:18,  3.14it/s]

 84%|████████▍ | 312/370 [01:18<00:18,  3.14it/s]

 85%|████████▍ | 313/370 [01:19<00:17,  3.20it/s]

 85%|████████▍ | 314/370 [01:19<00:16,  3.40it/s]

 85%|████████▌ | 315/370 [01:19<00:15,  3.45it/s]

 85%|████████▌ | 316/370 [01:19<00:15,  3.38it/s]

 86%|████████▌ | 317/370 [01:20<00:16,  3.30it/s]

 86%|████████▌ | 318/370 [01:20<00:16,  3.15it/s]

 86%|████████▌ | 319/370 [01:20<00:15,  3.27it/s]

 86%|████████▋ | 320/370 [01:21<00:15,  3.23it/s]

 87%|████████▋ | 321/370 [01:21<00:14,  3.27it/s]

 87%|████████▋ | 322/370 [01:21<00:14,  3.34it/s]

 87%|████████▋ | 323/370 [01:22<00:14,  3.35it/s]

 88%|████████▊ | 324/370 [01:22<00:13,  3.44it/s]

 88%|████████▊ | 325/370 [01:22<00:13,  3.39it/s]

 88%|████████▊ | 326/370 [01:23<00:13,  3.29it/s]

 88%|████████▊ | 327/370 [01:23<00:13,  3.21it/s]

 89%|████████▊ | 328/370 [01:23<00:12,  3.43it/s]

 89%|████████▉ | 329/370 [01:23<00:12,  3.40it/s]

 89%|████████▉ | 330/370 [01:24<00:12,  3.28it/s]

 89%|████████▉ | 331/370 [01:24<00:12,  3.22it/s]

 90%|████████▉ | 332/370 [01:24<00:11,  3.29it/s]

 90%|█████████ | 333/370 [01:25<00:11,  3.32it/s]

 90%|█████████ | 334/370 [01:25<00:10,  3.35it/s]

 91%|█████████ | 335/370 [01:25<00:09,  3.52it/s]

 91%|█████████ | 336/370 [01:25<00:09,  3.59it/s]

 91%|█████████ | 337/370 [01:26<00:09,  3.55it/s]

 91%|█████████▏| 338/370 [01:26<00:09,  3.47it/s]

 92%|█████████▏| 339/370 [01:26<00:08,  3.52it/s]

 92%|█████████▏| 340/370 [01:27<00:08,  3.41it/s]

 92%|█████████▏| 341/370 [01:27<00:08,  3.52it/s]

 92%|█████████▏| 342/370 [01:27<00:07,  3.63it/s]

 93%|█████████▎| 343/370 [01:27<00:07,  3.76it/s]

 93%|█████████▎| 344/370 [01:28<00:07,  3.46it/s]

 93%|█████████▎| 345/370 [01:28<00:07,  3.23it/s]

 94%|█████████▎| 346/370 [01:28<00:07,  3.15it/s]

 94%|█████████▍| 347/370 [01:29<00:07,  3.18it/s]

 94%|█████████▍| 348/370 [01:29<00:06,  3.38it/s]

 94%|█████████▍| 349/370 [01:29<00:06,  3.32it/s]

 95%|█████████▍| 350/370 [01:30<00:05,  3.44it/s]

 95%|█████████▍| 351/370 [01:30<00:05,  3.30it/s]

 95%|█████████▌| 352/370 [01:30<00:05,  3.19it/s]

 95%|█████████▌| 353/370 [01:31<00:05,  3.28it/s]

 96%|█████████▌| 354/370 [01:31<00:04,  3.26it/s]

 96%|█████████▌| 355/370 [01:31<00:04,  3.45it/s]

 96%|█████████▌| 356/370 [01:31<00:03,  3.60it/s]

 96%|█████████▋| 357/370 [01:32<00:03,  3.69it/s]

 97%|█████████▋| 358/370 [01:32<00:03,  3.82it/s]

 97%|█████████▋| 359/370 [01:32<00:02,  3.81it/s]

 97%|█████████▋| 360/370 [01:32<00:02,  3.69it/s]

 98%|█████████▊| 361/370 [01:33<00:02,  3.66it/s]

 98%|█████████▊| 362/370 [01:33<00:02,  3.67it/s]

 98%|█████████▊| 363/370 [01:33<00:01,  3.99it/s]

 98%|█████████▊| 364/370 [01:33<00:01,  3.64it/s]

 99%|█████████▊| 365/370 [01:34<00:01,  3.81it/s]

 99%|█████████▉| 366/370 [01:34<00:01,  3.73it/s]

 99%|█████████▉| 367/370 [01:34<00:00,  3.76it/s]

 99%|█████████▉| 368/370 [01:34<00:00,  3.80it/s]

100%|█████████▉| 369/370 [01:35<00:00,  3.71it/s]

100%|██████████| 370/370 [01:35<00:00,  3.96it/s]
                                                        

                                                 

 20%|██        | 4000/19900 [2:00:25<6:37:18,  1.50s/it]

100%|██████████| 370/370 [02:02<00:00,  3.96it/s]

                                                 Saving model checkpoint to ./checkpoint-4000
Configuration saved in ./checkpoint-4000/config.json
Model weights saved in ./checkpoint-4000/pytorch_model.bin
Configuration saved in ./checkpoint-4000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-2500] due to args.save_total_limit

 20%|██        | 4001/19900 [2:01:49<278:00:16, 62.95s/it]
 20%|██        | 4002/19900 [2:01:51<196:28:49, 44.49s/it]
 20%|██        | 4003/19900 [2:01:52<139:26:25, 31.58s/it]
 20%|██        | 4004/19900 [2:01:54<99:30:28, 22.54s/it] 
 20%|██        | 4005/19900 [2:01:55<71:38:29, 16.23s/it]
 20%|██        | 4006/19900 [2:01:56<52:02:18, 11.79s/it]
 20%|██        | 4007/19900 [2:01:58<38:11:57,  8.65s/it]
 20%|██        | 4008/19900 [2:01:59<28:27:47,  6.45s/it]
 20%|██        | 4009/19900 [2:02:00<21:37:39,  4.90s/it]
 20%|██        | 4010/19900 [2:02:02<16:50:24,  3.82s/it]
 20%|██        | 4011/19900 [2:02:03<13:31:12,  3.06s/it]
 20%|██        | 4012/19900 [2:02:04<11:08:41,  2.53s/it]
 20%|██        | 4013/19900 [2:02:05<9:25:43,  2.14s/it] 
 20%|██        | 4014/19900 [2:02:07<8:11:56,  1.86s/it]
 20%|██        | 4015/19900 [2:02:08<7:26:42,  1.69s/it]
 20%|██        | 4016/19900 [2:02:09<6:50:28,  1.55s/it]
 20%|██        | 4017/19900 [2:02:10<6:24:20,  1.45s/it]
 20%|██        | 4018/19900 [2:02:12<6:08:23,  1.39s/it]
 20%|██        | 4019/19900 [2:02:13<5:55:22,  1.34s/it]
 20%|██        | 4020/19900 [2:02:14<5:38:09,  1.28s/it]
 20%|██        | 4021/19900 [2:02:15<5:27:37,  1.24s/it]
 20%|██        | 4022/19900 [2:02:16<5:18:04,  1.20s/it]
 20%|██        | 4023/19900 [2:02:17<5:11:55,  1.18s/it]
 20%|██        | 4024/19900 [2:02:19<5:06:59,  1.16s/it]
 20%|██        | 4025/19900 [2:02:20<5:01:41,  1.14s/it]
 20%|██        | 4026/19900 [2:02:21<4:55:30,  1.12s/it]
 20%|██        | 4027/19900 [2:02:22<4:43:45,  1.07s/it]
 20%|██        | 4028/19900 [2:02:23<4:38:16,  1.05s/it]
 20%|██        | 4029/19900 [2:02:24<4:29:35,  1.02s/it]
 20%|██        | 4030/19900 [2:02:26<6:31:06,  1.48s/it]
 20%|██        | 4031/19900 [2:02:28<7:27:27,  1.69s/it]
 20%|██        | 4032/19900 [2:02:30<7:48:47,  1.77s/it]
 20%|██        | 4033/19900 [2:02:32<7:56:17,  1.80s/it]
 20%|██        | 4034/19900 [2:02:34<7:58:36,  1.81s/it]
 20%|██        | 4035/19900 [2:02:36<7:54:47,  1.80s/it]
 20%|██        | 4036/19900 [2:02:38<7:53:48,  1.79s/it]
 20%|██        | 4037/19900 [2:02:39<7:44:44,  1.76s/it]
 20%|██        | 4038/19900 [2:02:41<7:41:24,  1.75s/it]
 20%|██        | 4039/19900 [2:02:43<7:35:42,  1.72s/it]
 20%|██        | 4040/19900 [2:02:44<7:27:16,  1.69s/it]
 20%|██        | 4041/19900 [2:02:46<7:20:11,  1.67s/it]
 20%|██        | 4042/19900 [2:02:47<7:15:03,  1.65s/it]
 20%|██        | 4043/19900 [2:02:49<7:07:58,  1.62s/it]
 20%|██        | 4044/19900 [2:02:51<7:02:15,  1.60s/it]
 20%|██        | 4045/19900 [2:02:52<6:56:09,  1.57s/it]
 20%|██        | 4046/19900 [2:02:54<6:51:35,  1.56s/it]
 20%|██        | 4047/19900 [2:02:55<6:47:50,  1.54s/it]
 20%|██        | 4048/19900 [2:02:57<6:42:17,  1.52s/it]
 20%|██        | 4049/19900 [2:02:58<6:38:24,  1.51s/it]
 20%|██        | 4050/19900 [2:02:59<6:33:54,  1.49s/it]
 20%|██        | 4051/19900 [2:03:01<6:30:01,  1.48s/it]
 20%|██        | 4052/19900 [2:03:02<6:26:32,  1.46s/it]
 20%|██        | 4053/19900 [2:03:04<6:20:50,  1.44s/it]
 20%|██        | 4054/19900 [2:03:05<6:17:46,  1.43s/it]
 20%|██        | 4055/19900 [2:03:07<6:12:49,  1.41s/it]
 20%|██        | 4056/19900 [2:03:08<6:05:08,  1.38s/it]
 20%|██        | 4057/19900 [2:03:09<6:03:54,  1.38s/it]
 20%|██        | 4058/19900 [2:03:11<5:57:25,  1.35s/it]
 20%|██        | 4059/19900 [2:03:12<5:50:54,  1.33s/it]
 20%|██        | 4060/19900 [2:03:13<5:44:40,  1.31s/it]
 20%|██        | 4061/19900 [2:03:14<5:42:20,  1.30s/it]
 20%|██        | 4062/19900 [2:03:16<5:38:21,  1.28s/it]
 20%|██        | 4063/19900 [2:03:17<5:34:12,  1.27s/it]
 20%|██        | 4064/19900 [2:03:18<5:30:45,  1.25s/it]
 20%|██        | 4065/19900 [2:03:19<5:27:25,  1.24s/it]
 20%|██        | 4066/19900 [2:03:20<5:23:27,  1.23s/it]
 20%|██        | 4067/19900 [2:03:22<5:23:37,  1.23s/it]
 20%|██        | 4068/19900 [2:03:23<5:20:41,  1.22s/it]
 20%|██        | 4069/19900 [2:03:24<5:19:12,  1.21s/it]
 20%|██        | 4070/19900 [2:03:25<5:10:52,  1.18s/it]
 20%|██        | 4071/19900 [2:03:26<5:03:38,  1.15s/it]
 20%|██        | 4072/19900 [2:03:27<4:57:06,  1.13s/it]
 20%|██        | 4073/19900 [2:03:28<4:50:54,  1.10s/it]
 20%|██        | 4074/19900 [2:03:29<4:44:39,  1.08s/it]
 20%|██        | 4075/19900 [2:03:30<4:40:47,  1.06s/it]
 20%|██        | 4076/19900 [2:03:31<4:35:23,  1.04s/it]
 20%|██        | 4077/19900 [2:03:32<4:26:34,  1.01s/it]
 20%|██        | 4078/19900 [2:03:33<4:14:58,  1.03it/s]
 20%|██        | 4079/19900 [2:03:35<6:00:16,  1.37s/it]
 21%|██        | 4080/19900 [2:03:38<6:59:05,  1.59s/it]
 21%|██        | 4081/19900 [2:03:40<7:30:12,  1.71s/it]
 21%|██        | 4082/19900 [2:03:41<7:43:37,  1.76s/it]
 21%|██        | 4083/19900 [2:03:43<7:53:50,  1.80s/it]
 21%|██        | 4084/19900 [2:03:45<8:00:00,  1.82s/it]
 21%|██        | 4085/19900 [2:03:47<8:02:17,  1.83s/it]
 21%|██        | 4086/19900 [2:03:49<8:00:42,  1.82s/it]
 21%|██        | 4087/19900 [2:03:51<7:58:15,  1.81s/it]
 21%|██        | 4088/19900 [2:03:52<7:52:03,  1.79s/it]
 21%|██        | 4089/19900 [2:03:54<7:46:05,  1.77s/it]
 21%|██        | 4090/19900 [2:03:56<7:32:28,  1.72s/it]
 21%|██        | 4091/19900 [2:03:57<7:21:35,  1.68s/it]
 21%|██        | 4092/19900 [2:03:59<7:11:13,  1.64s/it]
 21%|██        | 4093/19900 [2:04:00<7:05:21,  1.61s/it]
 21%|██        | 4094/19900 [2:04:02<7:01:53,  1.60s/it]
 21%|██        | 4095/19900 [2:04:03<6:54:44,  1.57s/it]
 21%|██        | 4096/19900 [2:04:05<6:49:20,  1.55s/it]
 21%|██        | 4097/19900 [2:04:06<6:43:33,  1.53s/it]
 21%|██        | 4098/19900 [2:04:08<6:38:32,  1.51s/it]
 21%|██        | 4099/19900 [2:04:09<6:27:02,  1.47s/it]
 21%|██        | 4100/19900 [2:04:11<6:27:21,  1.47s/it]
                                                        

 21%|██        | 4100/19900 [2:04:11<6:27:21,  1.47s/it]
 21%|██        | 4101/19900 [2:04:12<6:22:01,  1.45s/it]
 21%|██        | 4102/19900 [2:04:14<6:26:29,  1.47s/it]
 21%|██        | 4103/19900 [2:04:15<6:20:41,  1.45s/it]
 21%|██        | 4104/19900 [2:04:16<6:15:32,  1.43s/it]
 21%|██        | 4105/19900 [2:04:18<6:04:56,  1.39s/it]
 21%|██        | 4106/19900 [2:04:19<6:00:01,  1.37s/it]
 21%|██        | 4107/19900 [2:04:20<5:56:19,  1.35s/it]
 21%|██        | 4108/19900 [2:04:22<5:49:06,  1.33s/it]
 21%|██        | 4109/19900 [2:04:23<5:42:01,  1.30s/it]
 21%|██        | 4110/19900 [2:04:24<5:37:14,  1.28s/it]
 21%|██        | 4111/19900 [2:04:25<5:34:24,  1.27s/it]
 21%|██        | 4112/19900 [2:04:27<5:29:43,  1.25s/it]
 21%|██        | 4113/19900 [2:04:28<5:28:01,  1.25s/it]
 21%|██        | 4114/19900 [2:04:29<5:24:32,  1.23s/it]
 21%|██        | 4115/19900 [2:04:30<5:23:19,  1.23s/it]
 21%|██        | 4116/19900 [2:04:31<5:20:37,  1.22s/it]
 21%|██        | 4117/19900 [2:04:33<5:15:15,  1.20s/it]
 21%|██        | 4118/19900 [2:04:34<5:06:43,  1.17s/it]
 21%|██        | 4119/19900 [2:04:35<4:59:58,  1.14s/it]
 21%|██        | 4120/19900 [2:04:36<4:54:21,  1.12s/it]
 21%|██        | 4121/19900 [2:04:37<4:49:46,  1.10s/it]
 21%|██        | 4122/19900 [2:04:38<4:45:30,  1.09s/it]
 21%|██        | 4123/19900 [2:04:39<4:39:04,  1.06s/it]
 21%|██        | 4124/19900 [2:04:40<4:33:20,  1.04s/it]
 21%|██        | 4125/19900 [2:04:41<4:26:05,  1.01s/it]
 21%|██        | 4126/19900 [2:04:42<4:21:46,  1.00it/s]
 21%|██        | 4127/19900 [2:04:43<4:12:38,  1.04it/s]
 21%|██        | 4128/19900 [2:04:45<6:02:06,  1.38s/it]
 21%|██        | 4129/19900 [2:04:47<6:58:45,  1.59s/it]
 21%|██        | 4130/19900 [2:04:49<7:29:34,  1.71s/it]
 21%|██        | 4131/19900 [2:04:51<7:41:32,  1.76s/it]
 21%|██        | 4132/19900 [2:04:53<7:47:26,  1.78s/it]
 21%|██        | 4133/19900 [2:04:55<7:47:51,  1.78s/it]
 21%|██        | 4134/19900 [2:04:56<7:48:45,  1.78s/it]
 21%|██        | 4135/19900 [2:04:58<7:44:36,  1.77s/it]
 21%|██        | 4136/19900 [2:05:00<7:39:43,  1.75s/it]
 21%|██        | 4137/19900 [2:05:01<7:28:21,  1.71s/it]
 21%|██        | 4138/19900 [2:05:03<7:20:42,  1.68s/it]
 21%|██        | 4139/19900 [2:05:05<7:15:34,  1.66s/it]
 21%|██        | 4140/19900 [2:05:06<7:13:33,  1.65s/it]
 21%|██        | 4141/19900 [2:05:08<7:08:25,  1.63s/it]
 21%|██        | 4142/19900 [2:05:09<7:02:56,  1.61s/it]
 21%|██        | 4143/19900 [2:05:11<6:55:59,  1.58s/it]
 21%|██        | 4144/19900 [2:05:13<6:49:36,  1.56s/it]
 21%|██        | 4145/19900 [2:05:14<6:45:24,  1.54s/it]
 21%|██        | 4146/19900 [2:05:16<6:41:20,  1.53s/it]
 21%|██        | 4147/19900 [2:05:17<6:38:44,  1.52s/it]
 21%|██        | 4148/19900 [2:05:18<6:35:06,  1.50s/it]
 21%|██        | 4149/19900 [2:05:20<6:31:40,  1.49s/it]
 21%|██        | 4150/19900 [2:05:21<6:25:53,  1.47s/it]
 21%|██        | 4151/19900 [2:05:23<6:21:46,  1.45s/it]
 21%|██        | 4152/19900 [2:05:24<6:18:38,  1.44s/it]
 21%|██        | 4153/19900 [2:05:26<6:14:00,  1.43s/it]
 21%|██        | 4154/19900 [2:05:27<6:08:15,  1.40s/it]
 21%|██        | 4155/19900 [2:05:28<6:01:30,  1.38s/it]
 21%|██        | 4156/19900 [2:05:30<5:56:18,  1.36s/it]
 21%|██        | 4157/19900 [2:05:31<5:52:00,  1.34s/it]
 21%|██        | 4158/19900 [2:05:32<5:46:01,  1.32s/it]
 21%|██        | 4159/19900 [2:05:33<5:46:35,  1.32s/it]
 21%|██        | 4160/19900 [2:05:35<5:41:26,  1.30s/it]
 21%|██        | 4161/19900 [2:05:36<5:38:06,  1.29s/it]
 21%|██        | 4162/19900 [2:05:37<5:35:14,  1.28s/it]
 21%|██        | 4163/19900 [2:05:38<5:29:49,  1.26s/it]
 21%|██        | 4164/19900 [2:05:40<5:23:45,  1.23s/it]
 21%|██        | 4165/19900 [2:05:41<5:20:17,  1.22s/it]
 21%|██        | 4166/19900 [2:05:42<5:15:14,  1.20s/it]
 21%|██        | 4167/19900 [2:05:43<5:15:40,  1.20s/it]
 21%|██        | 4168/19900 [2:05:44<5:08:21,  1.18s/it]
 21%|██        | 4169/19900 [2:05:45<5:05:30,  1.17s/it]
 21%|██        | 4170/19900 [2:05:46<4:57:24,  1.13s/it]
 21%|██        | 4171/19900 [2:05:48<4:50:39,  1.11s/it]
 21%|██        | 4172/19900 [2:05:49<4:44:37,  1.09s/it]
 21%|██        | 4173/19900 [2:05:50<4:37:48,  1.06s/it]
 21%|██        | 4174/19900 [2:05:51<4:34:28,  1.05s/it]
 21%|██        | 4175/19900 [2:05:52<4:31:46,  1.04s/it]
 21%|██        | 4176/19900 [2:05:53<4:23:12,  1.00s/it]
 21%|██        | 4177/19900 [2:05:54<5:34:41,  1.28s/it]
 21%|██        | 4178/19900 [2:05:56<5:53:22,  1.35s/it]
 21%|██        | 4179/19900 [2:05:57<5:50:10,  1.34s/it]
 21%|██        | 4180/19900 [2:06:00<7:42:53,  1.77s/it]
 21%|██        | 4181/19900 [2:06:02<8:13:06,  1.88s/it]
 21%|██        | 4182/19900 [2:06:04<8:19:59,  1.91s/it]
 21%|██        | 4183/19900 [2:06:06<8:21:04,  1.91s/it]
 21%|██        | 4184/19900 [2:06:08<8:15:07,  1.89s/it]
 21%|██        | 4185/19900 [2:06:10<8:10:29,  1.87s/it]
 21%|██        | 4186/19900 [2:06:11<8:01:28,  1.84s/it]
 21%|██        | 4187/19900 [2:06:13<7:51:19,  1.80s/it]
 21%|██        | 4188/19900 [2:06:15<7:43:34,  1.77s/it]
 21%|██        | 4189/19900 [2:06:17<7:36:37,  1.74s/it]
 21%|██        | 4190/19900 [2:06:18<7:30:00,  1.72s/it]
 21%|██        | 4191/19900 [2:06:20<7:23:38,  1.69s/it]
 21%|██        | 4192/19900 [2:06:21<7:13:02,  1.65s/it]
 21%|██        | 4193/19900 [2:06:23<7:05:06,  1.62s/it]
 21%|██        | 4194/19900 [2:06:25<6:58:20,  1.60s/it]
 21%|██        | 4195/19900 [2:06:26<6:53:05,  1.58s/it]
 21%|██        | 4196/19900 [2:06:28<6:46:37,  1.55s/it]
 21%|██        | 4197/19900 [2:06:29<6:41:10,  1.53s/it]
 21%|██        | 4198/19900 [2:06:31<6:37:08,  1.52s/it]
 21%|██        | 4199/19900 [2:06:32<6:32:49,  1.50s/it]
 21%|██        | 4200/19900 [2:06:33<6:29:07,  1.49s/it]
                                                        

 21%|██        | 4200/19900 [2:06:33<6:29:07,  1.49s/it]
 21%|██        | 4201/19900 [2:06:35<6:29:39,  1.49s/it]
 21%|██        | 4202/19900 [2:06:36<6:27:11,  1.48s/it]
 21%|██        | 4203/19900 [2:06:38<6:23:06,  1.46s/it]
 21%|██        | 4204/19900 [2:06:39<6:18:30,  1.45s/it]
 21%|██        | 4205/19900 [2:06:41<6:13:59,  1.43s/it]
 21%|██        | 4206/19900 [2:06:42<6:03:17,  1.39s/it]
 21%|██        | 4207/19900 [2:06:43<5:54:14,  1.35s/it]
 21%|██        | 4208/19900 [2:06:44<5:48:41,  1.33s/it]
 21%|██        | 4209/19900 [2:06:46<5:43:54,  1.32s/it]
 21%|██        | 4210/19900 [2:06:47<5:38:52,  1.30s/it]
 21%|██        | 4211/19900 [2:06:48<5:36:57,  1.29s/it]
 21%|██        | 4212/19900 [2:06:50<5:32:44,  1.27s/it]
 21%|██        | 4213/19900 [2:06:51<5:32:45,  1.27s/it]
 21%|██        | 4214/19900 [2:06:52<5:29:06,  1.26s/it]
 21%|██        | 4215/19900 [2:06:53<5:26:54,  1.25s/it]
 21%|██        | 4216/19900 [2:06:54<5:23:32,  1.24s/it]
 21%|██        | 4217/19900 [2:06:56<5:20:57,  1.23s/it]
 21%|██        | 4218/19900 [2:06:57<5:18:27,  1.22s/it]
 21%|██        | 4219/19900 [2:06:58<5:18:42,  1.22s/it]
 21%|██        | 4220/19900 [2:06:59<5:14:56,  1.21s/it]
 21%|██        | 4221/19900 [2:07:00<5:04:31,  1.17s/it]
 21%|██        | 4222/19900 [2:07:01<4:59:01,  1.14s/it]
 21%|██        | 4223/19900 [2:07:02<4:53:11,  1.12s/it]
 21%|██        | 4224/19900 [2:07:03<4:44:02,  1.09s/it]
 21%|██        | 4225/19900 [2:07:04<4:37:18,  1.06s/it]
 21%|██        | 4226/19900 [2:07:05<4:30:19,  1.03s/it]
 21%|██        | 4227/19900 [2:07:06<4:23:17,  1.01s/it]
 21%|██        | 4228/19900 [2:07:07<4:14:05,  1.03it/s]
 21%|██▏       | 4229/19900 [2:07:10<6:06:04,  1.40s/it]
 21%|██▏       | 4230/19900 [2:07:12<7:01:00,  1.61s/it]
 21%|██▏       | 4231/19900 [2:07:14<7:36:51,  1.75s/it]
 21%|██▏       | 4232/19900 [2:07:16<7:54:39,  1.82s/it]
 21%|██▏       | 4233/19900 [2:07:18<8:00:52,  1.84s/it]
 21%|██▏       | 4234/19900 [2:07:20<7:58:22,  1.83s/it]
 21%|██▏       | 4235/19900 [2:07:21<7:51:27,  1.81s/it]
 21%|██▏       | 4236/19900 [2:07:23<7:42:09,  1.77s/it]
 21%|██▏       | 4237/19900 [2:07:25<7:37:42,  1.75s/it]
 21%|██▏       | 4238/19900 [2:07:26<7:32:31,  1.73s/it]
 21%|██▏       | 4239/19900 [2:07:28<7:25:55,  1.71s/it]
 21%|██▏       | 4240/19900 [2:07:30<7:25:25,  1.71s/it]
 21%|██▏       | 4241/19900 [2:07:31<7:20:30,  1.69s/it]
 21%|██▏       | 4242/19900 [2:07:33<7:12:15,  1.66s/it]
 21%|██▏       | 4243/19900 [2:07:35<7:02:40,  1.62s/it]
 21%|██▏       | 4244/19900 [2:07:36<6:57:48,  1.60s/it]
 21%|██▏       | 4245/19900 [2:07:38<6:52:09,  1.58s/it]
 21%|██▏       | 4246/19900 [2:07:39<6:46:41,  1.56s/it]
 21%|██▏       | 4247/19900 [2:07:41<6:41:52,  1.54s/it]
 21%|██▏       | 4248/19900 [2:07:42<6:36:25,  1.52s/it]
 21%|██▏       | 4249/19900 [2:07:44<6:31:37,  1.50s/it]
 21%|██▏       | 4250/19900 [2:07:45<6:29:46,  1.49s/it]
 21%|██▏       | 4251/19900 [2:07:46<6:25:31,  1.48s/it]
 21%|██▏       | 4252/19900 [2:07:48<6:20:16,  1.46s/it]
 21%|██▏       | 4253/19900 [2:07:49<6:15:16,  1.44s/it]
 21%|██▏       | 4254/19900 [2:07:51<6:11:10,  1.42s/it]
 21%|██▏       | 4255/19900 [2:07:52<6:04:35,  1.40s/it]
 21%|██▏       | 4256/19900 [2:07:53<5:59:41,  1.38s/it]
 21%|██▏       | 4257/19900 [2:07:55<5:53:43,  1.36s/it]
 21%|██▏       | 4258/19900 [2:07:56<5:47:06,  1.33s/it]
 21%|██▏       | 4259/19900 [2:07:57<5:44:08,  1.32s/it]
 21%|██▏       | 4260/19900 [2:07:58<5:39:46,  1.30s/it]
 21%|██▏       | 4261/19900 [2:08:00<5:35:52,  1.29s/it]
 21%|██▏       | 4262/19900 [2:08:01<5:33:08,  1.28s/it]
 21%|██▏       | 4263/19900 [2:08:02<5:28:40,  1.26s/it]
 21%|██▏       | 4264/19900 [2:08:03<5:24:12,  1.24s/it]
 21%|██▏       | 4265/19900 [2:08:05<5:20:06,  1.23s/it]
 21%|██▏       | 4266/19900 [2:08:06<5:15:51,  1.21s/it]
 21%|██▏       | 4267/19900 [2:08:07<5:11:11,  1.19s/it]
 21%|██▏       | 4268/19900 [2:08:08<5:04:53,  1.17s/it]
 21%|██▏       | 4269/19900 [2:08:09<4:59:49,  1.15s/it]
 21%|██▏       | 4270/19900 [2:08:10<4:53:59,  1.13s/it]
 21%|██▏       | 4271/19900 [2:08:11<4:50:35,  1.12s/it]
 21%|██▏       | 4272/19900 [2:08:12<4:43:01,  1.09s/it]
 21%|██▏       | 4273/19900 [2:08:13<4:36:34,  1.06s/it]
 21%|██▏       | 4274/19900 [2:08:14<4:30:20,  1.04s/it]
 21%|██▏       | 4275/19900 [2:08:15<4:24:05,  1.01s/it]
 21%|██▏       | 4276/19900 [2:08:16<4:17:16,  1.01it/s]
 21%|██▏       | 4277/19900 [2:08:17<4:07:17,  1.05it/s]
 21%|██▏       | 4278/19900 [2:08:19<5:54:20,  1.36s/it]
 22%|██▏       | 4279/19900 [2:08:21<6:50:23,  1.58s/it]
 22%|██▏       | 4280/19900 [2:08:23<7:17:01,  1.68s/it]
 22%|██▏       | 4281/19900 [2:08:25<7:33:30,  1.74s/it]
 22%|██▏       | 4282/19900 [2:08:27<7:39:46,  1.77s/it]
 22%|██▏       | 4283/19900 [2:08:29<7:40:19,  1.77s/it]
 22%|██▏       | 4284/19900 [2:08:31<7:38:07,  1.76s/it]
 22%|██▏       | 4285/19900 [2:08:32<7:32:59,  1.74s/it]
 22%|██▏       | 4286/19900 [2:08:34<7:29:32,  1.73s/it]
 22%|██▏       | 4287/19900 [2:08:36<7:25:15,  1.71s/it]
 22%|██▏       | 4288/19900 [2:08:37<7:18:54,  1.69s/it]
 22%|██▏       | 4289/19900 [2:08:39<7:11:51,  1.66s/it]
 22%|██▏       | 4290/19900 [2:08:40<7:03:38,  1.63s/it]
 22%|██▏       | 4291/19900 [2:08:42<6:53:51,  1.59s/it]
 22%|██▏       | 4292/19900 [2:08:43<6:50:14,  1.58s/it]
 22%|██▏       | 4293/19900 [2:08:45<6:43:52,  1.55s/it]
 22%|██▏       | 4294/19900 [2:08:46<6:39:31,  1.54s/it]
 22%|██▏       | 4295/19900 [2:08:48<6:35:11,  1.52s/it]
 22%|██▏       | 4296/19900 [2:08:49<6:31:32,  1.51s/it]
 22%|██▏       | 4297/19900 [2:08:51<6:28:01,  1.49s/it]
 22%|██▏       | 4298/19900 [2:08:52<6:24:29,  1.48s/it]
 22%|██▏       | 4299/19900 [2:08:54<6:18:33,  1.46s/it]
 22%|██▏       | 4300/19900 [2:08:55<6:15:30,  1.44s/it]
                                                        

 22%|██▏       | 4300/19900 [2:08:55<6:15:30,  1.44s/it]
 22%|██▏       | 4301/19900 [2:08:57<6:11:03,  1.43s/it]
 22%|██▏       | 4302/19900 [2:08:58<6:05:44,  1.41s/it]
 22%|██▏       | 4303/19900 [2:08:59<6:00:23,  1.39s/it]
 22%|██▏       | 4304/19900 [2:09:01<5:55:17,  1.37s/it]
 22%|██▏       | 4305/19900 [2:09:02<5:54:57,  1.37s/it]
 22%|██▏       | 4306/19900 [2:09:03<5:50:14,  1.35s/it]
 22%|██▏       | 4307/19900 [2:09:04<5:43:32,  1.32s/it]
 22%|██▏       | 4308/19900 [2:09:06<5:38:06,  1.30s/it]
 22%|██▏       | 4309/19900 [2:09:07<5:37:11,  1.30s/it]
 22%|██▏       | 4310/19900 [2:09:08<5:24:25,  1.25s/it]
 22%|██▏       | 4311/19900 [2:09:09<5:15:17,  1.21s/it]
 22%|██▏       | 4312/19900 [2:09:11<5:18:32,  1.23s/it]
 22%|██▏       | 4313/19900 [2:09:12<5:17:25,  1.22s/it]
 22%|██▏       | 4314/19900 [2:09:13<5:18:17,  1.23s/it]
 22%|██▏       | 4315/19900 [2:09:14<5:23:47,  1.25s/it]
 22%|██▏       | 4316/19900 [2:09:15<5:19:09,  1.23s/it]
 22%|██▏       | 4317/19900 [2:09:17<5:13:34,  1.21s/it]
 22%|██▏       | 4318/19900 [2:09:18<5:06:19,  1.18s/it]
 22%|██▏       | 4319/19900 [2:09:19<4:58:59,  1.15s/it]
 22%|██▏       | 4320/19900 [2:09:20<4:51:35,  1.12s/it]
 22%|██▏       | 4321/19900 [2:09:21<4:46:30,  1.10s/it]
 22%|██▏       | 4322/19900 [2:09:22<4:39:39,  1.08s/it]
 22%|██▏       | 4323/19900 [2:09:23<4:36:03,  1.06s/it]
 22%|██▏       | 4324/19900 [2:09:24<4:29:02,  1.04s/it]
 22%|██▏       | 4325/19900 [2:09:25<4:22:42,  1.01s/it]
 22%|██▏       | 4326/19900 [2:09:26<4:13:46,  1.02it/s]
 22%|██▏       | 4327/19900 [2:09:28<5:57:26,  1.38s/it]
 22%|██▏       | 4328/19900 [2:09:30<6:56:45,  1.61s/it]
 22%|██▏       | 4329/19900 [2:09:32<7:23:29,  1.71s/it]
 22%|██▏       | 4330/19900 [2:09:34<7:47:55,  1.80s/it]
 22%|██▏       | 4331/19900 [2:09:36<7:49:03,  1.81s/it]
 22%|██▏       | 4332/19900 [2:09:38<7:46:35,  1.80s/it]
 22%|██▏       | 4333/19900 [2:09:40<7:50:40,  1.81s/it]
 22%|██▏       | 4334/19900 [2:09:41<7:42:23,  1.78s/it]
 22%|██▏       | 4335/19900 [2:09:43<7:36:46,  1.76s/it]
 22%|██▏       | 4336/19900 [2:09:45<7:26:00,  1.72s/it]
 22%|██▏       | 4337/19900 [2:09:46<7:17:30,  1.69s/it]
 22%|██▏       | 4338/19900 [2:09:48<7:09:54,  1.66s/it]
 22%|██▏       | 4339/19900 [2:09:50<7:03:15,  1.63s/it]
 22%|██▏       | 4340/19900 [2:09:51<7:02:48,  1.63s/it]
 22%|██▏       | 4341/19900 [2:09:53<6:58:01,  1.61s/it]
 22%|██▏       | 4342/19900 [2:09:54<6:51:45,  1.59s/it]
 22%|██▏       | 4343/19900 [2:09:56<6:44:33,  1.56s/it]
 22%|██▏       | 4344/19900 [2:09:57<6:43:38,  1.56s/it]
 22%|██▏       | 4345/19900 [2:09:59<6:39:28,  1.54s/it]
 22%|██▏       | 4346/19900 [2:10:00<6:31:05,  1.51s/it]
 22%|██▏       | 4347/19900 [2:10:02<6:29:28,  1.50s/it]
 22%|██▏       | 4348/19900 [2:10:03<6:25:28,  1.49s/it]
 22%|██▏       | 4349/19900 [2:10:05<6:22:33,  1.48s/it]
 22%|██▏       | 4350/19900 [2:10:06<6:15:48,  1.45s/it]
 22%|██▏       | 4351/19900 [2:10:07<6:12:40,  1.44s/it]
 22%|██▏       | 4352/19900 [2:10:09<6:08:22,  1.42s/it]
 22%|██▏       | 4353/19900 [2:10:10<5:59:48,  1.39s/it]
 22%|██▏       | 4354/19900 [2:10:11<5:55:22,  1.37s/it]
 22%|██▏       | 4355/19900 [2:10:13<5:53:10,  1.36s/it]
 22%|██▏       | 4356/19900 [2:10:14<5:48:47,  1.35s/it]
 22%|██▏       | 4357/19900 [2:10:15<5:41:12,  1.32s/it]
 22%|██▏       | 4358/19900 [2:10:17<5:36:33,  1.30s/it]
 22%|██▏       | 4359/19900 [2:10:18<5:33:42,  1.29s/it]
 22%|██▏       | 4360/19900 [2:10:19<5:28:51,  1.27s/it]
 22%|██▏       | 4361/19900 [2:10:20<5:23:44,  1.25s/it]
 22%|██▏       | 4362/19900 [2:10:21<5:18:55,  1.23s/it]
 22%|██▏       | 4363/19900 [2:10:23<5:19:38,  1.23s/it]
 22%|██▏       | 4364/19900 [2:10:24<5:22:01,  1.24s/it]
 22%|██▏       | 4365/19900 [2:10:25<5:22:06,  1.24s/it]
 22%|██▏       | 4366/19900 [2:10:26<5:16:31,  1.22s/it]
 22%|██▏       | 4367/19900 [2:10:27<5:06:16,  1.18s/it]
 22%|██▏       | 4368/19900 [2:10:29<4:56:55,  1.15s/it]
 22%|██▏       | 4369/19900 [2:10:30<4:54:09,  1.14s/it]
 22%|██▏       | 4370/19900 [2:10:31<4:50:26,  1.12s/it]
 22%|██▏       | 4371/19900 [2:10:32<4:40:22,  1.08s/it]
 22%|██▏       | 4372/19900 [2:10:33<4:37:15,  1.07s/it]
 22%|██▏       | 4373/19900 [2:10:34<4:35:46,  1.07s/it]
 22%|██▏       | 4374/19900 [2:10:35<4:29:58,  1.04s/it]
 22%|██▏       | 4375/19900 [2:10:36<4:19:35,  1.00s/it]
 22%|██▏       | 4376/19900 [2:10:38<5:32:36,  1.29s/it]
 22%|██▏       | 4377/19900 [2:10:39<5:50:27,  1.35s/it]
 22%|██▏       | 4378/19900 [2:10:40<5:44:50,  1.33s/it]
 22%|██▏       | 4379/19900 [2:10:43<7:50:14,  1.82s/it]
 22%|██▏       | 4380/19900 [2:10:46<8:16:06,  1.92s/it]
 22%|██▏       | 4381/19900 [2:10:48<8:22:01,  1.94s/it]
 22%|██▏       | 4382/19900 [2:10:50<8:23:52,  1.95s/it]
 22%|██▏       | 4383/19900 [2:10:51<8:17:26,  1.92s/it]
 22%|██▏       | 4384/19900 [2:10:53<8:17:38,  1.92s/it]
 22%|██▏       | 4385/19900 [2:10:55<8:06:03,  1.88s/it]
 22%|██▏       | 4386/19900 [2:10:57<7:51:43,  1.82s/it]
 22%|██▏       | 4387/19900 [2:10:59<7:45:16,  1.80s/it]
 22%|██▏       | 4388/19900 [2:11:00<7:34:37,  1.76s/it]
 22%|██▏       | 4389/19900 [2:11:02<7:23:24,  1.72s/it]
 22%|██▏       | 4390/19900 [2:11:04<7:21:45,  1.71s/it]
 22%|██▏       | 4391/19900 [2:11:05<7:17:04,  1.69s/it]
 22%|██▏       | 4392/19900 [2:11:07<7:06:18,  1.65s/it]
 22%|██▏       | 4393/19900 [2:11:08<6:55:59,  1.61s/it]
 22%|██▏       | 4394/19900 [2:11:10<6:50:52,  1.59s/it]
 22%|██▏       | 4395/19900 [2:11:11<6:45:47,  1.57s/it]
 22%|██▏       | 4396/19900 [2:11:13<6:41:20,  1.55s/it]
 22%|██▏       | 4397/19900 [2:11:14<6:37:42,  1.54s/it]
 22%|██▏       | 4398/19900 [2:11:16<6:38:52,  1.54s/it]
 22%|██▏       | 4399/19900 [2:11:17<6:31:09,  1.51s/it]
 22%|██▏       | 4400/19900 [2:11:19<6:38:31,  1.54s/it]
                                                        

 22%|██▏       | 4400/19900 [2:11:19<6:38:31,  1.54s/it]
 22%|██▏       | 4401/19900 [2:11:20<6:32:13,  1.52s/it]
 22%|██▏       | 4402/19900 [2:11:22<6:22:58,  1.48s/it]
 22%|██▏       | 4403/19900 [2:11:23<6:18:35,  1.47s/it]
 22%|██▏       | 4404/19900 [2:11:25<6:11:10,  1.44s/it]
 22%|██▏       | 4405/19900 [2:11:26<6:05:16,  1.41s/it]
 22%|██▏       | 4406/19900 [2:11:27<6:02:47,  1.40s/it]
 22%|██▏       | 4407/19900 [2:11:29<5:54:41,  1.37s/it]
 22%|██▏       | 4408/19900 [2:11:30<5:47:49,  1.35s/it]
 22%|██▏       | 4409/19900 [2:11:31<5:42:09,  1.33s/it]
 22%|██▏       | 4410/19900 [2:11:32<5:40:48,  1.32s/it]
 22%|██▏       | 4411/19900 [2:11:34<5:32:45,  1.29s/it]
 22%|██▏       | 4412/19900 [2:11:35<5:29:46,  1.28s/it]
 22%|██▏       | 4413/19900 [2:11:36<5:38:40,  1.31s/it]
 22%|██▏       | 4414/19900 [2:11:38<5:35:57,  1.30s/it]
 22%|██▏       | 4415/19900 [2:11:39<5:26:14,  1.26s/it]
 22%|██▏       | 4416/19900 [2:11:40<5:24:51,  1.26s/it]
 22%|██▏       | 4417/19900 [2:11:41<5:19:51,  1.24s/it]
 22%|██▏       | 4418/19900 [2:11:42<5:14:40,  1.22s/it]
 22%|██▏       | 4419/19900 [2:11:44<5:09:22,  1.20s/it]
 22%|██▏       | 4420/19900 [2:11:45<5:09:09,  1.20s/it]
 22%|██▏       | 4421/19900 [2:11:46<4:59:39,  1.16s/it]
 22%|██▏       | 4422/19900 [2:11:47<4:49:16,  1.12s/it]
 22%|██▏       | 4423/19900 [2:11:48<4:41:05,  1.09s/it]
 22%|██▏       | 4424/19900 [2:11:49<4:38:05,  1.08s/it]
 22%|██▏       | 4425/19900 [2:11:50<4:36:18,  1.07s/it]
 22%|██▏       | 4426/19900 [2:11:51<4:25:57,  1.03s/it]
 22%|██▏       | 4427/19900 [2:11:52<4:20:46,  1.01s/it]
 22%|██▏       | 4428/19900 [2:11:54<6:02:43,  1.41s/it]
 22%|██▏       | 4429/19900 [2:11:56<6:55:58,  1.61s/it]
 22%|██▏       | 4430/19900 [2:11:58<7:21:30,  1.71s/it]
 22%|██▏       | 4431/19900 [2:12:00<7:38:34,  1.78s/it]
 22%|██▏       | 4432/19900 [2:12:02<7:43:43,  1.80s/it]
 22%|██▏       | 4433/19900 [2:12:04<7:42:31,  1.79s/it]
 22%|██▏       | 4434/19900 [2:12:06<7:44:46,  1.80s/it]
 22%|██▏       | 4435/19900 [2:12:07<7:39:47,  1.78s/it]
 22%|██▏       | 4436/19900 [2:12:09<7:34:41,  1.76s/it]
 22%|██▏       | 4437/19900 [2:12:11<7:23:50,  1.72s/it]
 22%|██▏       | 4438/19900 [2:12:12<7:17:41,  1.70s/it]
 22%|██▏       | 4439/19900 [2:12:14<7:12:17,  1.68s/it]
 22%|██▏       | 4440/19900 [2:12:16<7:07:13,  1.66s/it]
 22%|██▏       | 4441/19900 [2:12:17<7:01:44,  1.64s/it]
 22%|██▏       | 4442/19900 [2:12:19<6:53:01,  1.60s/it]
 22%|██▏       | 4443/19900 [2:12:20<6:46:02,  1.58s/it]
 22%|██▏       | 4444/19900 [2:12:22<6:42:26,  1.56s/it]
 22%|██▏       | 4445/19900 [2:12:23<6:41:00,  1.56s/it]
 22%|██▏       | 4446/19900 [2:12:25<6:35:41,  1.54s/it]
 22%|██▏       | 4447/19900 [2:12:26<6:30:30,  1.52s/it]
 22%|██▏       | 4448/19900 [2:12:28<6:26:18,  1.50s/it]
 22%|██▏       | 4449/19900 [2:12:29<6:22:30,  1.49s/it]
 22%|██▏       | 4450/19900 [2:12:31<6:18:32,  1.47s/it]
 22%|██▏       | 4451/19900 [2:12:32<6:14:50,  1.46s/it]
 22%|██▏       | 4452/19900 [2:12:33<6:10:01,  1.44s/it]
 22%|██▏       | 4453/19900 [2:12:35<6:05:34,  1.42s/it]
 22%|██▏       | 4454/19900 [2:12:36<6:02:38,  1.41s/it]
 22%|██▏       | 4455/19900 [2:12:37<5:53:44,  1.37s/it]
 22%|██▏       | 4456/19900 [2:12:39<5:48:02,  1.35s/it]
 22%|██▏       | 4457/19900 [2:12:40<5:41:56,  1.33s/it]
 22%|██▏       | 4458/19900 [2:12:41<5:39:04,  1.32s/it]
 22%|██▏       | 4459/19900 [2:12:43<5:36:21,  1.31s/it]
 22%|██▏       | 4460/19900 [2:12:44<5:33:13,  1.29s/it]
 22%|██▏       | 4461/19900 [2:12:45<5:28:24,  1.28s/it]
 22%|██▏       | 4462/19900 [2:12:46<5:24:40,  1.26s/it]
 22%|██▏       | 4463/19900 [2:12:48<5:19:28,  1.24s/it]
 22%|██▏       | 4464/19900 [2:12:49<5:16:05,  1.23s/it]
 22%|██▏       | 4465/19900 [2:12:50<5:11:05,  1.21s/it]
 22%|██▏       | 4466/19900 [2:12:51<5:10:36,  1.21s/it]
 22%|██▏       | 4467/19900 [2:12:52<5:04:57,  1.19s/it]
 22%|██▏       | 4468/19900 [2:12:53<4:58:21,  1.16s/it]
 22%|██▏       | 4469/19900 [2:12:54<4:50:05,  1.13s/it]
 22%|██▏       | 4470/19900 [2:12:55<4:43:35,  1.10s/it]
 22%|██▏       | 4471/19900 [2:12:57<4:41:46,  1.10s/it]
 22%|██▏       | 4472/19900 [2:12:58<4:34:56,  1.07s/it]
 22%|██▏       | 4473/19900 [2:12:59<4:27:24,  1.04s/it]
 22%|██▏       | 4474/19900 [2:13:00<4:22:28,  1.02s/it]
 22%|██▏       | 4475/19900 [2:13:00<4:16:05,  1.00it/s]
 22%|██▏       | 4476/19900 [2:13:01<4:11:41,  1.02it/s]
 22%|██▏       | 4477/19900 [2:13:04<5:59:44,  1.40s/it]
 23%|██▎       | 4478/19900 [2:13:06<6:56:16,  1.62s/it]
 23%|██▎       | 4479/19900 [2:13:08<7:19:50,  1.71s/it]
 23%|██▎       | 4480/19900 [2:13:10<7:34:17,  1.77s/it]
 23%|██▎       | 4481/19900 [2:13:12<7:39:17,  1.79s/it]
 23%|██▎       | 4482/19900 [2:13:13<7:36:14,  1.78s/it]
 23%|██▎       | 4483/19900 [2:13:15<7:41:50,  1.80s/it]
 23%|██▎       | 4484/19900 [2:13:17<7:40:08,  1.79s/it]
 23%|██▎       | 4485/19900 [2:13:19<7:35:05,  1.77s/it]
 23%|██▎       | 4486/19900 [2:13:20<7:22:25,  1.72s/it]
 23%|██▎       | 4487/19900 [2:13:22<7:12:40,  1.68s/it]
 23%|██▎       | 4488/19900 [2:13:23<7:05:28,  1.66s/it]
 23%|██▎       | 4489/19900 [2:13:25<6:59:29,  1.63s/it]
 23%|██▎       | 4490/19900 [2:13:27<6:50:26,  1.60s/it]
 23%|██▎       | 4491/19900 [2:13:28<6:45:49,  1.58s/it]
 23%|██▎       | 4492/19900 [2:13:30<6:51:24,  1.60s/it]
 23%|██▎       | 4493/19900 [2:13:31<6:47:27,  1.59s/it]
 23%|██▎       | 4494/19900 [2:13:33<6:42:18,  1.57s/it]
 23%|██▎       | 4495/19900 [2:13:34<6:41:14,  1.56s/it]
 23%|██▎       | 4496/19900 [2:13:36<6:34:07,  1.54s/it]
 23%|██▎       | 4497/19900 [2:13:37<6:31:19,  1.52s/it]
 23%|██▎       | 4498/19900 [2:13:39<6:25:51,  1.50s/it]
 23%|██▎       | 4499/19900 [2:13:40<6:19:02,  1.48s/it]
 23%|██▎       | 4500/19900 [2:13:42<6:13:59,  1.46s/it]
                                                        

 23%|██▎       | 4500/19900 [2:13:42<6:13:59,  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.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 3.073154926300049, 'eval_wer': 0.9901960784313726, 'eval_cer': 0.5813830004492914, 'eval_runtime': 122.4373, 'eval_samples_per_second': 24.159, 'eval_steps_per_second': 3.022, 'epoch': 20.1}
{'loss': 4.0481, 'learning_rate': 6.622625698324022e-05, 'epoch': 20.6}
{'loss': 4.005, 'learning_rate': 6.58072625698324e-05, 'epoch': 21.11}
{'loss': 3.966, 'learning_rate': 6.538826815642457e-05, 'epoch': 21.61}
{'loss': 3.9327, 'learning_rate': 6.496927374301676e-05, 'epoch': 22.11}
{'loss': 3.8655, 'learning_rate': 6.455027932960893e-05, 'epoch': 22.61}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.90it/s]

  1%|          | 3/370 [00:00<01:08,  5.37it/s]

  1%|          | 4/370 [00:00<01:16,  4.77it/s]

  1%|▏         | 5/370 [00:01<01:20,  4.56it/s]

  2%|▏         | 6/370 [00:01<01:21,  4.49it/s]

  2%|▏         | 7/370 [00:01<01:32,  3.91it/s]

  2%|▏         | 8/370 [00:01<01:26,  4.18it/s]

  2%|▏         | 9/370 [00:01<01:25,  4.23it/s]

  3%|▎         | 10/370 [00:02<01:23,  4.32it/s]

  3%|▎         | 11/370 [00:02<01:22,  4.33it/s]

  3%|▎         | 12/370 [00:02<01:22,  4.34it/s]

  4%|▎         | 13/370 [00:02<01:22,  4.34it/s]

  4%|▍         | 14/370 [00:03<01:25,  4.16it/s]

  4%|▍         | 15/370 [00:03<01:20,  4.42it/s]

  4%|▍         | 16/370 [00:03<01:22,  4.31it/s]

  5%|▍         | 17/370 [00:03<01:16,  4.59it/s]

  5%|▍         | 18/370 [00:03<01:12,  4.83it/s]

  5%|▌         | 19/370 [00:04<01:16,  4.59it/s]

  5%|▌         | 20/370 [00:04<01:19,  4.40it/s]

  6%|▌         | 21/370 [00:04<01:16,  4.57it/s]

  6%|▌         | 22/370 [00:04<01:11,  4.83it/s]

  6%|▌         | 23/370 [00:05<01:19,  4.39it/s]

  6%|▋         | 24/370 [00:05<01:19,  4.37it/s]

  7%|▋         | 25/370 [00:05<01:20,  4.31it/s]

  7%|▋         | 26/370 [00:05<01:14,  4.59it/s]

  7%|▋         | 27/370 [00:05<01:14,  4.62it/s]

  8%|▊         | 28/370 [00:06<01:15,  4.55it/s]

  8%|▊         | 29/370 [00:06<01:19,  4.31it/s]

  8%|▊         | 30/370 [00:06<01:19,  4.30it/s]

  8%|▊         | 31/370 [00:06<01:20,  4.20it/s]

  9%|▊         | 32/370 [00:07<01:17,  4.34it/s]

  9%|▉         | 33/370 [00:07<01:16,  4.40it/s]

  9%|▉         | 34/370 [00:07<01:15,  4.43it/s]

  9%|▉         | 35/370 [00:07<01:19,  4.22it/s]

 10%|▉         | 36/370 [00:08<01:18,  4.26it/s]

 10%|█         | 37/370 [00:08<01:14,  4.48it/s]

 10%|█         | 38/370 [00:08<01:14,  4.48it/s]

 11%|█         | 39/370 [00:08<01:10,  4.68it/s]

 11%|█         | 40/370 [00:08<01:11,  4.60it/s]

 11%|█         | 41/370 [00:09<01:09,  4.71it/s]

 11%|█▏        | 42/370 [00:09<01:13,  4.49it/s]

 12%|█▏        | 43/370 [00:09<01:13,  4.45it/s]

 12%|█▏        | 44/370 [00:09<01:10,  4.61it/s]

 12%|█▏        | 45/370 [00:10<01:17,  4.18it/s]

 12%|█▏        | 46/370 [00:10<01:14,  4.33it/s]

 13%|█▎        | 47/370 [00:10<01:22,  3.93it/s]

 13%|█▎        | 48/370 [00:10<01:23,  3.88it/s]

 13%|█▎        | 49/370 [00:11<01:16,  4.18it/s]

 14%|█▎        | 50/370 [00:11<01:09,  4.60it/s]

 14%|█▍        | 51/370 [00:11<01:12,  4.40it/s]

 14%|█▍        | 52/370 [00:11<01:07,  4.71it/s]

 14%|█▍        | 53/370 [00:11<01:15,  4.17it/s]

 15%|█▍        | 54/370 [00:12<01:11,  4.42it/s]

 15%|█▍        | 55/370 [00:12<01:14,  4.24it/s]

 15%|█▌        | 56/370 [00:12<01:12,  4.32it/s]

 15%|█▌        | 57/370 [00:12<01:05,  4.79it/s]

 16%|█▌        | 58/370 [00:13<01:09,  4.49it/s]

 16%|█▌        | 59/370 [00:13<01:08,  4.56it/s]

 16%|█▌        | 60/370 [00:13<01:05,  4.75it/s]

 16%|█▋        | 61/370 [00:13<01:05,  4.74it/s]

 17%|█▋        | 62/370 [00:13<01:08,  4.48it/s]

 17%|█▋        | 63/370 [00:14<01:03,  4.82it/s]

 17%|█▋        | 64/370 [00:14<01:02,  4.91it/s]

 18%|█▊        | 65/370 [00:14<01:04,  4.72it/s]

 18%|█▊        | 66/370 [00:14<01:03,  4.81it/s]

 18%|█▊        | 67/370 [00:14<01:05,  4.62it/s]

 18%|█▊        | 68/370 [00:15<01:09,  4.33it/s]

 19%|█▊        | 69/370 [00:15<01:04,  4.65it/s]

 19%|█▉        | 70/370 [00:15<01:03,  4.76it/s]

 19%|█▉        | 71/370 [00:15<01:08,  4.34it/s]

 19%|█▉        | 72/370 [00:16<01:03,  4.72it/s]

 20%|█▉        | 73/370 [00:16<01:02,  4.74it/s]

 20%|██        | 74/370 [00:16<01:05,  4.52it/s]

 20%|██        | 75/370 [00:16<01:08,  4.33it/s]

 21%|██        | 76/370 [00:16<01:04,  4.59it/s]

 21%|██        | 77/370 [00:17<01:01,  4.77it/s]

 21%|██        | 78/370 [00:17<01:03,  4.62it/s]

 21%|██▏       | 79/370 [00:17<01:03,  4.60it/s]

 22%|██▏       | 80/370 [00:17<01:03,  4.59it/s]

 22%|██▏       | 81/370 [00:18<01:01,  4.70it/s]

 22%|██▏       | 82/370 [00:18<01:01,  4.65it/s]

 22%|██▏       | 83/370 [00:18<01:03,  4.52it/s]

 23%|██▎       | 84/370 [00:18<01:04,  4.45it/s]

 23%|██▎       | 85/370 [00:18<01:01,  4.65it/s]

 23%|██▎       | 86/370 [00:19<01:00,  4.68it/s]

 24%|██▎       | 87/370 [00:19<00:59,  4.78it/s]

 24%|██▍       | 88/370 [00:19<01:02,  4.52it/s]

 24%|██▍       | 89/370 [00:19<01:03,  4.44it/s]

 24%|██▍       | 90/370 [00:19<01:01,  4.55it/s]

 25%|██▍       | 91/370 [00:20<01:00,  4.64it/s]

 25%|██▍       | 92/370 [00:20<01:02,  4.44it/s]

 25%|██▌       | 93/370 [00:20<01:05,  4.25it/s]

 25%|██▌       | 94/370 [00:20<01:08,  4.04it/s]

 26%|██▌       | 95/370 [00:21<01:11,  3.85it/s]

 26%|██▌       | 96/370 [00:21<01:10,  3.89it/s]

 26%|██▌       | 97/370 [00:21<01:07,  4.07it/s]

 26%|██▋       | 98/370 [00:21<01:04,  4.22it/s]

 27%|██▋       | 99/370 [00:22<01:02,  4.35it/s]

 27%|██▋       | 100/370 [00:22<00:59,  4.51it/s]

 27%|██▋       | 101/370 [00:22<00:58,  4.62it/s]

 28%|██▊       | 102/370 [00:22<00:56,  4.77it/s]

 28%|██▊       | 103/370 [00:22<00:53,  5.02it/s]

 28%|██▊       | 104/370 [00:23<00:58,  4.53it/s]

 28%|██▊       | 105/370 [00:23<00:57,  4.59it/s]

 29%|██▊       | 106/370 [00:23<00:59,  4.43it/s]

 29%|██▉       | 107/370 [00:23<00:58,  4.48it/s]

 29%|██▉       | 108/370 [00:24<00:57,  4.59it/s]

 29%|██▉       | 109/370 [00:24<00:59,  4.40it/s]

 30%|██▉       | 110/370 [00:24<00:56,  4.59it/s]

 30%|███       | 111/370 [00:24<00:55,  4.68it/s]

 30%|███       | 112/370 [00:24<00:56,  4.55it/s]

 31%|███       | 113/370 [00:25<00:56,  4.56it/s]

 31%|███       | 114/370 [00:25<00:55,  4.62it/s]

 31%|███       | 115/370 [00:25<00:58,  4.36it/s]

 31%|███▏      | 116/370 [00:25<01:01,  4.16it/s]

 32%|███▏      | 117/370 [00:26<01:04,  3.95it/s]

 32%|███▏      | 118/370 [00:26<01:02,  4.02it/s]

 32%|███▏      | 119/370 [00:26<01:00,  4.12it/s]

 32%|███▏      | 120/370 [00:26<00:58,  4.30it/s]

 33%|███▎      | 121/370 [00:27<00:56,  4.38it/s]

 33%|███▎      | 122/370 [00:27<00:56,  4.40it/s]

 33%|███▎      | 123/370 [00:27<00:59,  4.13it/s]

 34%|███▎      | 124/370 [00:27<00:53,  4.57it/s]

 34%|███▍      | 125/370 [00:28<00:57,  4.27it/s]

 34%|███▍      | 126/370 [00:28<00:57,  4.22it/s]

 34%|███▍      | 127/370 [00:28<00:59,  4.06it/s]

 35%|███▍      | 128/370 [00:28<01:00,  4.01it/s]

 35%|███▍      | 129/370 [00:29<01:04,  3.74it/s]

 35%|███▌      | 130/370 [00:29<01:05,  3.65it/s]

 35%|███▌      | 131/370 [00:29<01:06,  3.61it/s]

 36%|███▌      | 132/370 [00:29<00:59,  3.98it/s]

 36%|███▌      | 133/370 [00:30<00:57,  4.13it/s]

 36%|███▌      | 134/370 [00:30<00:56,  4.16it/s]

 36%|███▋      | 135/370 [00:30<00:56,  4.16it/s]

 37%|███▋      | 136/370 [00:30<00:56,  4.18it/s]

 37%|███▋      | 137/370 [00:31<00:58,  3.95it/s]

 37%|███▋      | 138/370 [00:31<00:57,  4.04it/s]

 38%|███▊      | 139/370 [00:31<00:54,  4.24it/s]

 38%|███▊      | 140/370 [00:31<00:51,  4.47it/s]

 38%|███▊      | 141/370 [00:32<00:54,  4.20it/s]

 38%|███▊      | 142/370 [00:32<00:55,  4.10it/s]

 39%|███▊      | 143/370 [00:32<00:54,  4.18it/s]

 39%|███▉      | 144/370 [00:32<00:58,  3.87it/s]

 39%|███▉      | 145/370 [00:33<01:01,  3.66it/s]

 39%|███▉      | 146/370 [00:33<00:57,  3.89it/s]

 40%|███▉      | 147/370 [00:33<00:55,  4.00it/s]

 40%|████      | 148/370 [00:33<00:56,  3.90it/s]

 40%|████      | 149/370 [00:34<00:54,  4.08it/s]

 41%|████      | 150/370 [00:34<00:49,  4.45it/s]

 41%|████      | 151/370 [00:34<00:47,  4.62it/s]

 41%|████      | 152/370 [00:34<00:47,  4.55it/s]

 41%|████▏     | 153/370 [00:34<00:48,  4.48it/s]

 42%|████▏     | 154/370 [00:35<00:49,  4.41it/s]

 42%|████▏     | 155/370 [00:35<00:48,  4.44it/s]

 42%|████▏     | 156/370 [00:35<00:50,  4.28it/s]

 42%|████▏     | 157/370 [00:35<00:50,  4.21it/s]

 43%|████▎     | 158/370 [00:36<00:50,  4.20it/s]

 43%|████▎     | 159/370 [00:36<00:48,  4.39it/s]

 43%|████▎     | 160/370 [00:36<00:48,  4.30it/s]

 44%|████▎     | 161/370 [00:36<00:50,  4.11it/s]

 44%|████▍     | 162/370 [00:37<00:50,  4.10it/s]

 44%|████▍     | 163/370 [00:37<00:47,  4.34it/s]

 44%|████▍     | 164/370 [00:37<00:47,  4.37it/s]

 45%|████▍     | 165/370 [00:37<00:49,  4.18it/s]

 45%|████▍     | 166/370 [00:37<00:49,  4.16it/s]

 45%|████▌     | 167/370 [00:38<00:48,  4.19it/s]

 45%|████▌     | 168/370 [00:38<00:47,  4.29it/s]

 46%|████▌     | 169/370 [00:38<00:45,  4.37it/s]

 46%|████▌     | 170/370 [00:38<00:46,  4.29it/s]

 46%|████▌     | 171/370 [00:39<00:47,  4.15it/s]

 46%|████▋     | 172/370 [00:39<00:44,  4.46it/s]

 47%|████▋     | 173/370 [00:39<00:40,  4.87it/s]

 47%|████▋     | 174/370 [00:39<00:46,  4.23it/s]

 47%|████▋     | 175/370 [00:40<00:44,  4.41it/s]

 48%|████▊     | 176/370 [00:40<00:42,  4.58it/s]

 48%|████▊     | 177/370 [00:40<00:46,  4.12it/s]

 48%|████▊     | 178/370 [00:40<00:43,  4.37it/s]

 48%|████▊     | 179/370 [00:40<00:43,  4.38it/s]

 49%|████▊     | 180/370 [00:41<00:39,  4.78it/s]

 49%|████▉     | 181/370 [00:41<00:40,  4.70it/s]

 49%|████▉     | 182/370 [00:41<00:41,  4.52it/s]

 49%|████▉     | 183/370 [00:41<00:44,  4.23it/s]

 50%|████▉     | 184/370 [00:42<00:43,  4.25it/s]

 50%|█████     | 185/370 [00:42<00:41,  4.46it/s]

 50%|█████     | 186/370 [00:42<00:42,  4.35it/s]

 51%|█████     | 187/370 [00:42<00:43,  4.24it/s]

 51%|█████     | 188/370 [00:42<00:43,  4.22it/s]

 51%|█████     | 189/370 [00:43<00:44,  4.03it/s]

 51%|█████▏    | 190/370 [00:43<00:43,  4.10it/s]

 52%|█████▏    | 191/370 [00:43<00:42,  4.25it/s]

 52%|█████▏    | 192/370 [00:43<00:43,  4.13it/s]

 52%|█████▏    | 193/370 [00:44<00:43,  4.06it/s]

 52%|█████▏    | 194/370 [00:44<00:39,  4.49it/s]

 53%|█████▎    | 195/370 [00:44<00:40,  4.32it/s]

 53%|█████▎    | 196/370 [00:44<00:39,  4.36it/s]

 53%|█████▎    | 197/370 [00:45<00:39,  4.38it/s]

 54%|█████▎    | 198/370 [00:45<00:39,  4.30it/s]

 54%|█████▍    | 199/370 [00:45<00:39,  4.36it/s]

 54%|█████▍    | 200/370 [00:45<00:40,  4.25it/s]

 54%|█████▍    | 201/370 [00:46<00:38,  4.34it/s]

 55%|█████▍    | 202/370 [00:46<00:38,  4.36it/s]

 55%|█████▍    | 203/370 [00:46<00:37,  4.44it/s]

 55%|█████▌    | 204/370 [00:46<00:41,  3.97it/s]

 55%|█████▌    | 205/370 [00:46<00:38,  4.25it/s]

 56%|█████▌    | 206/370 [00:47<00:40,  4.01it/s]

 56%|█████▌    | 207/370 [00:47<00:41,  3.89it/s]

 56%|█████▌    | 208/370 [00:47<00:44,  3.64it/s]

 56%|█████▋    | 209/370 [00:48<00:42,  3.80it/s]

 57%|█████▋    | 210/370 [00:48<00:44,  3.57it/s]

 57%|█████▋    | 211/370 [00:48<00:45,  3.52it/s]

 57%|█████▋    | 212/370 [00:48<00:43,  3.61it/s]

 58%|█████▊    | 213/370 [00:49<00:43,  3.61it/s]

 58%|█████▊    | 214/370 [00:49<00:40,  3.84it/s]

 58%|█████▊    | 215/370 [00:49<00:41,  3.70it/s]

 58%|█████▊    | 216/370 [00:49<00:39,  3.87it/s]

 59%|█████▊    | 217/370 [00:50<00:38,  3.97it/s]

 59%|█████▉    | 218/370 [00:50<00:36,  4.19it/s]

 59%|█████▉    | 219/370 [00:50<00:37,  4.03it/s]

 59%|█████▉    | 220/370 [00:50<00:38,  3.93it/s]

 60%|█████▉    | 221/370 [00:51<00:38,  3.87it/s]

 60%|██████    | 222/370 [00:51<00:36,  4.01it/s]

 60%|██████    | 223/370 [00:51<00:38,  3.85it/s]

 61%|██████    | 224/370 [00:52<00:40,  3.56it/s]

 61%|██████    | 225/370 [00:52<00:43,  3.30it/s]

 61%|██████    | 226/370 [00:52<00:41,  3.46it/s]

 61%|██████▏   | 227/370 [00:52<00:41,  3.44it/s]

 62%|██████▏   | 228/370 [00:53<00:41,  3.45it/s]

 62%|██████▏   | 229/370 [00:53<00:41,  3.42it/s]

 62%|██████▏   | 230/370 [00:53<00:40,  3.45it/s]

 62%|██████▏   | 231/370 [00:54<00:38,  3.60it/s]

 63%|██████▎   | 232/370 [00:54<00:39,  3.47it/s]

 63%|██████▎   | 233/370 [00:54<00:40,  3.36it/s]

 63%|██████▎   | 234/370 [00:55<00:38,  3.50it/s]

 64%|██████▎   | 235/370 [00:55<00:37,  3.63it/s]

 64%|██████▍   | 236/370 [00:55<00:35,  3.78it/s]

 64%|██████▍   | 237/370 [00:55<00:35,  3.74it/s]

 64%|██████▍   | 238/370 [00:56<00:34,  3.81it/s]

 65%|██████▍   | 239/370 [00:56<00:33,  3.90it/s]

 65%|██████▍   | 240/370 [00:56<00:35,  3.71it/s]

 65%|██████▌   | 241/370 [00:56<00:35,  3.68it/s]

 65%|██████▌   | 242/370 [00:57<00:33,  3.80it/s]

 66%|██████▌   | 243/370 [00:57<00:36,  3.47it/s]

 66%|██████▌   | 244/370 [00:57<00:38,  3.26it/s]

 66%|██████▌   | 245/370 [00:58<00:36,  3.43it/s]

 66%|██████▋   | 246/370 [00:58<00:36,  3.41it/s]

 67%|██████▋   | 247/370 [00:58<00:32,  3.78it/s]

 67%|██████▋   | 248/370 [00:58<00:32,  3.78it/s]

 67%|██████▋   | 249/370 [00:59<00:31,  3.83it/s]

 68%|██████▊   | 250/370 [00:59<00:33,  3.59it/s]

 68%|██████▊   | 251/370 [00:59<00:31,  3.73it/s]

 68%|██████▊   | 252/370 [00:59<00:34,  3.40it/s]

 68%|██████▊   | 253/370 [01:00<00:33,  3.47it/s]

 69%|██████▊   | 254/370 [01:00<00:33,  3.51it/s]

 69%|██████▉   | 255/370 [01:00<00:32,  3.56it/s]

 69%|██████▉   | 256/370 [01:01<00:32,  3.48it/s]

 69%|██████▉   | 257/370 [01:01<00:33,  3.40it/s]

 70%|██████▉   | 258/370 [01:01<00:32,  3.44it/s]

 70%|███████   | 259/370 [01:01<00:31,  3.48it/s]

 70%|███████   | 260/370 [01:02<00:29,  3.70it/s]

 71%|███████   | 261/370 [01:02<00:30,  3.62it/s]

 71%|███████   | 262/370 [01:02<00:30,  3.60it/s]

 71%|███████   | 263/370 [01:03<00:30,  3.47it/s]

 71%|███████▏  | 264/370 [01:03<00:31,  3.34it/s]

 72%|███████▏  | 265/370 [01:03<00:30,  3.45it/s]

 72%|███████▏  | 266/370 [01:03<00:30,  3.38it/s]

 72%|███████▏  | 267/370 [01:04<00:31,  3.30it/s]

 72%|███████▏  | 268/370 [01:04<00:30,  3.30it/s]

 73%|███████▎  | 269/370 [01:04<00:31,  3.22it/s]

 73%|███████▎  | 270/370 [01:05<00:30,  3.23it/s]

 73%|███████▎  | 271/370 [01:05<00:31,  3.19it/s]

 74%|███████▎  | 272/370 [01:05<00:28,  3.41it/s]

 74%|███████▍  | 273/370 [01:06<00:28,  3.38it/s]

 74%|███████▍  | 274/370 [01:06<00:28,  3.43it/s]

 74%|███████▍  | 275/370 [01:06<00:28,  3.34it/s]

 75%|███████▍  | 276/370 [01:06<00:27,  3.40it/s]

 75%|███████▍  | 277/370 [01:07<00:28,  3.32it/s]

 75%|███████▌  | 278/370 [01:07<00:28,  3.25it/s]

 75%|███████▌  | 279/370 [01:07<00:28,  3.24it/s]

 76%|███████▌  | 280/370 [01:08<00:28,  3.17it/s]

 76%|███████▌  | 281/370 [01:08<00:27,  3.26it/s]

 76%|███████▌  | 282/370 [01:08<00:26,  3.34it/s]

 76%|███████▋  | 283/370 [01:09<00:25,  3.36it/s]

 77%|███████▋  | 284/370 [01:09<00:26,  3.30it/s]

 77%|███████▋  | 285/370 [01:09<00:27,  3.13it/s]

 77%|███████▋  | 286/370 [01:10<00:26,  3.13it/s]

 78%|███████▊  | 287/370 [01:10<00:25,  3.21it/s]

 78%|███████▊  | 288/370 [01:10<00:24,  3.29it/s]

 78%|███████▊  | 289/370 [01:10<00:23,  3.50it/s]

 78%|███████▊  | 290/370 [01:11<00:24,  3.31it/s]

 79%|███████▊  | 291/370 [01:11<00:23,  3.30it/s]

 79%|███████▉  | 292/370 [01:11<00:22,  3.41it/s]

 79%|███████▉  | 293/370 [01:12<00:22,  3.36it/s]

 79%|███████▉  | 294/370 [01:12<00:22,  3.44it/s]

 80%|███████▉  | 295/370 [01:12<00:22,  3.35it/s]

 80%|████████  | 296/370 [01:13<00:21,  3.43it/s]

 80%|████████  | 297/370 [01:13<00:21,  3.34it/s]

 81%|████████  | 298/370 [01:13<00:22,  3.18it/s]

 81%|████████  | 299/370 [01:14<00:21,  3.27it/s]

 81%|████████  | 300/370 [01:14<00:21,  3.31it/s]

 81%|████████▏ | 301/370 [01:14<00:21,  3.21it/s]

 82%|████████▏ | 302/370 [01:14<00:20,  3.36it/s]

 82%|████████▏ | 303/370 [01:15<00:20,  3.33it/s]

 82%|████████▏ | 304/370 [01:15<00:19,  3.30it/s]

 82%|████████▏ | 305/370 [01:15<00:20,  3.16it/s]

 83%|████████▎ | 306/370 [01:16<00:20,  3.15it/s]

 83%|████████▎ | 307/370 [01:16<00:19,  3.20it/s]

 83%|████████▎ | 308/370 [01:16<00:19,  3.26it/s]

 84%|████████▎ | 309/370 [01:17<00:18,  3.24it/s]

 84%|████████▍ | 310/370 [01:17<00:19,  3.06it/s]

 84%|████████▍ | 311/370 [01:17<00:18,  3.14it/s]

 84%|████████▍ | 312/370 [01:18<00:18,  3.21it/s]

 85%|████████▍ | 313/370 [01:18<00:17,  3.28it/s]

 85%|████████▍ | 314/370 [01:18<00:16,  3.42it/s]

 85%|████████▌ | 315/370 [01:18<00:15,  3.53it/s]

 85%|████████▌ | 316/370 [01:19<00:15,  3.51it/s]

 86%|████████▌ | 317/370 [01:19<00:15,  3.45it/s]

 86%|████████▌ | 318/370 [01:19<00:15,  3.35it/s]

 86%|████████▌ | 319/370 [01:20<00:14,  3.49it/s]

 86%|████████▋ | 320/370 [01:20<00:14,  3.53it/s]

 87%|████████▋ | 321/370 [01:20<00:13,  3.52it/s]

 87%|████████▋ | 322/370 [01:20<00:13,  3.60it/s]

 87%|████████▋ | 323/370 [01:21<00:13,  3.59it/s]

 88%|████████▊ | 324/370 [01:21<00:12,  3.64it/s]

 88%|████████▊ | 325/370 [01:21<00:12,  3.60it/s]

 88%|████████▊ | 326/370 [01:21<00:12,  3.50it/s]

 88%|████████▊ | 327/370 [01:22<00:12,  3.42it/s]

 89%|████████▊ | 328/370 [01:22<00:11,  3.65it/s]

 89%|████████▉ | 329/370 [01:22<00:11,  3.69it/s]

 89%|████████▉ | 330/370 [01:23<00:11,  3.54it/s]

 89%|████████▉ | 331/370 [01:23<00:11,  3.45it/s]

 90%|████████▉ | 332/370 [01:23<00:10,  3.50it/s]

 90%|█████████ | 333/370 [01:23<00:10,  3.58it/s]

 90%|█████████ | 334/370 [01:24<00:10,  3.48it/s]

 91%|█████████ | 335/370 [01:24<00:09,  3.55it/s]

 91%|█████████ | 336/370 [01:24<00:09,  3.53it/s]

 91%|█████████ | 337/370 [01:25<00:09,  3.51it/s]

 91%|█████████▏| 338/370 [01:25<00:09,  3.39it/s]

 92%|█████████▏| 339/370 [01:25<00:09,  3.18it/s]

 92%|█████████▏| 340/370 [01:26<00:09,  3.11it/s]

 92%|█████████▏| 341/370 [01:26<00:09,  3.19it/s]

 92%|█████████▏| 342/370 [01:26<00:08,  3.29it/s]

 93%|█████████▎| 343/370 [01:27<00:08,  3.26it/s]

 93%|█████████▎| 344/370 [01:27<00:08,  3.15it/s]

 93%|█████████▎| 345/370 [01:27<00:08,  2.99it/s]

 94%|█████████▎| 346/370 [01:28<00:08,  2.97it/s]

 94%|█████████▍| 347/370 [01:28<00:07,  3.02it/s]

 94%|█████████▍| 348/370 [01:28<00:06,  3.24it/s]

 94%|█████████▍| 349/370 [01:28<00:06,  3.22it/s]

 95%|█████████▍| 350/370 [01:29<00:05,  3.36it/s]

 95%|█████████▍| 351/370 [01:29<00:05,  3.23it/s]

 95%|█████████▌| 352/370 [01:29<00:05,  3.14it/s]

 95%|█████████▌| 353/370 [01:30<00:05,  3.23it/s]

 96%|█████████▌| 354/370 [01:30<00:04,  3.21it/s]

 96%|█████████▌| 355/370 [01:30<00:04,  3.41it/s]

 96%|█████████▌| 356/370 [01:31<00:03,  3.56it/s]

 96%|█████████▋| 357/370 [01:31<00:03,  3.67it/s]

 97%|█████████▋| 358/370 [01:31<00:03,  3.94it/s]

 97%|█████████▋| 359/370 [01:31<00:02,  3.96it/s]

 97%|█████████▋| 360/370 [01:32<00:02,  3.71it/s]

 98%|█████████▊| 361/370 [01:32<00:02,  3.75it/s]

 98%|█████████▊| 362/370 [01:32<00:02,  3.81it/s]

 98%|█████████▊| 363/370 [01:32<00:01,  4.17it/s]

 98%|█████████▊| 364/370 [01:33<00:01,  3.86it/s]

 99%|█████████▊| 365/370 [01:33<00:01,  4.03it/s]

 99%|█████████▉| 366/370 [01:33<00:01,  3.99it/s]

 99%|█████████▉| 367/370 [01:33<00:00,  4.02it/s]

 99%|█████████▉| 368/370 [01:33<00:00,  4.05it/s]

100%|█████████▉| 369/370 [01:34<00:00,  3.97it/s]

100%|██████████| 370/370 [01:34<00:00,  4.18it/s]
                                                        

                                                 

 23%|██▎       | 4500/19900 [2:15:43<6:13:59,  1.46s/it]

100%|██████████| 370/370 [02:00<00:00,  4.18it/s]

                                                 Saving model checkpoint to ./checkpoint-4500
Configuration saved in ./checkpoint-4500/config.json
Model weights saved in ./checkpoint-4500/pytorch_model.bin
Configuration saved in ./checkpoint-4500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-3000] due to args.save_total_limit

 23%|██▎       | 4501/19900 [2:17:06<266:04:31, 62.20s/it]
 23%|██▎       | 4502/19900 [2:17:07<188:04:17, 43.97s/it]
 23%|██▎       | 4503/19900 [2:17:08<133:22:42, 31.19s/it]
 23%|██▎       | 4504/19900 [2:17:10<95:06:14, 22.24s/it] 
 23%|██▎       | 4505/19900 [2:17:11<68:11:54, 15.95s/it]
 23%|██▎       | 4506/19900 [2:17:12<49:22:13, 11.55s/it]
 23%|██▎       | 4507/19900 [2:17:13<36:09:00,  8.45s/it]
 23%|██▎       | 4508/19900 [2:17:15<26:52:41,  6.29s/it]
 23%|██▎       | 4509/19900 [2:17:16<20:24:58,  4.78s/it]
 23%|██▎       | 4510/19900 [2:17:17<15:51:19,  3.71s/it]
 23%|██▎       | 4511/19900 [2:17:18<12:43:46,  2.98s/it]
 23%|██▎       | 4512/19900 [2:17:20<10:26:01,  2.44s/it]
 23%|██▎       | 4513/19900 [2:17:21<8:50:38,  2.07s/it] 
 23%|██▎       | 4514/19900 [2:17:22<7:44:31,  1.81s/it]
 23%|██▎       | 4515/19900 [2:17:23<6:55:05,  1.62s/it]
 23%|██▎       | 4516/19900 [2:17:24<6:20:31,  1.48s/it]
 23%|██▎       | 4517/19900 [2:17:25<5:50:53,  1.37s/it]
 23%|██▎       | 4518/19900 [2:17:27<5:29:53,  1.29s/it]
 23%|██▎       | 4519/19900 [2:17:28<5:12:57,  1.22s/it]
 23%|██▎       | 4520/19900 [2:17:29<4:59:40,  1.17s/it]
 23%|██▎       | 4521/19900 [2:17:30<4:52:14,  1.14s/it]
 23%|██▎       | 4522/19900 [2:17:31<4:44:40,  1.11s/it]
 23%|██▎       | 4523/19900 [2:17:32<4:33:10,  1.07s/it]
 23%|██▎       | 4524/19900 [2:17:33<4:25:07,  1.03s/it]
 23%|██▎       | 4525/19900 [2:17:34<4:15:19,  1.00it/s]
 23%|██▎       | 4526/19900 [2:17:36<5:58:02,  1.40s/it]
 23%|██▎       | 4527/19900 [2:17:38<7:04:42,  1.66s/it]
 23%|██▎       | 4528/19900 [2:17:40<7:31:48,  1.76s/it]
 23%|██▎       | 4529/19900 [2:17:42<7:40:12,  1.80s/it]
 23%|██▎       | 4530/19900 [2:17:44<7:44:41,  1.81s/it]
 23%|██▎       | 4531/19900 [2:17:46<7:42:49,  1.81s/it]
 23%|██▎       | 4532/19900 [2:17:48<7:37:57,  1.79s/it]
 23%|██▎       | 4533/19900 [2:17:49<7:29:45,  1.76s/it]
 23%|██▎       | 4534/19900 [2:17:51<7:20:05,  1.72s/it]
 23%|██▎       | 4535/19900 [2:17:52<7:16:17,  1.70s/it]
 23%|██▎       | 4536/19900 [2:17:54<7:08:56,  1.68s/it]
 23%|██▎       | 4537/19900 [2:17:56<7:06:37,  1.67s/it]
 23%|██▎       | 4538/19900 [2:17:57<7:04:51,  1.66s/it]
 23%|██▎       | 4539/19900 [2:17:59<7:00:46,  1.64s/it]
 23%|██▎       | 4540/19900 [2:18:01<6:57:13,  1.63s/it]
 23%|██▎       | 4541/19900 [2:18:02<6:51:06,  1.61s/it]
 23%|██▎       | 4542/19900 [2:18:04<6:44:58,  1.58s/it]
 23%|██▎       | 4543/19900 [2:18:05<6:38:23,  1.56s/it]
 23%|██▎       | 4544/19900 [2:18:07<6:29:11,  1.52s/it]
 23%|██▎       | 4545/19900 [2:18:08<6:26:19,  1.51s/it]
 23%|██▎       | 4546/19900 [2:18:10<6:25:01,  1.50s/it]
 23%|██▎       | 4547/19900 [2:18:11<6:20:40,  1.49s/it]
 23%|██▎       | 4548/19900 [2:18:12<6:17:59,  1.48s/it]
 23%|██▎       | 4549/19900 [2:18:14<6:11:43,  1.45s/it]
 23%|██▎       | 4550/19900 [2:18:15<6:06:00,  1.43s/it]
 23%|██▎       | 4551/19900 [2:18:17<6:02:08,  1.42s/it]
 23%|██▎       | 4552/19900 [2:18:18<5:56:19,  1.39s/it]
 23%|██▎       | 4553/19900 [2:18:19<5:48:38,  1.36s/it]
 23%|██▎       | 4554/19900 [2:18:21<5:43:54,  1.34s/it]
 23%|██▎       | 4555/19900 [2:18:22<5:42:05,  1.34s/it]
 23%|██▎       | 4556/19900 [2:18:23<5:36:48,  1.32s/it]
 23%|██▎       | 4557/19900 [2:18:24<5:33:00,  1.30s/it]
 23%|██▎       | 4558/19900 [2:18:26<5:30:27,  1.29s/it]
 23%|██▎       | 4559/19900 [2:18:27<5:18:34,  1.25s/it]
 23%|██▎       | 4560/19900 [2:18:28<5:17:56,  1.24s/it]
 23%|██▎       | 4561/19900 [2:18:29<5:19:26,  1.25s/it]
 23%|██▎       | 4562/19900 [2:18:31<5:14:24,  1.23s/it]
 23%|██▎       | 4563/19900 [2:18:32<5:10:29,  1.21s/it]
 23%|██▎       | 4564/19900 [2:18:33<5:05:37,  1.20s/it]
 23%|██▎       | 4565/19900 [2:18:34<5:03:20,  1.19s/it]
 23%|██▎       | 4566/19900 [2:18:35<4:57:01,  1.16s/it]
 23%|██▎       | 4567/19900 [2:18:36<4:53:26,  1.15s/it]
 23%|██▎       | 4568/19900 [2:18:37<4:46:26,  1.12s/it]
 23%|██▎       | 4569/19900 [2:18:38<4:49:40,  1.13s/it]
 23%|██▎       | 4570/19900 [2:18:40<4:45:39,  1.12s/it]
 23%|██▎       | 4571/19900 [2:18:41<4:40:22,  1.10s/it]
 23%|██▎       | 4572/19900 [2:18:42<4:29:26,  1.05s/it]
 23%|██▎       | 4573/19900 [2:18:42<4:19:09,  1.01s/it]
 23%|██▎       | 4574/19900 [2:18:43<4:07:16,  1.03it/s]
 23%|██▎       | 4575/19900 [2:18:45<5:10:41,  1.22s/it]
 23%|██▎       | 4576/19900 [2:18:47<5:34:07,  1.31s/it]
 23%|██▎       | 4577/19900 [2:18:48<5:29:07,  1.29s/it]
 23%|██▎       | 4578/19900 [2:18:51<7:37:00,  1.79s/it]
 23%|██▎       | 4579/19900 [2:18:53<8:01:05,  1.88s/it]
 23%|██▎       | 4580/19900 [2:18:55<8:05:24,  1.90s/it]
 23%|██▎       | 4581/19900 [2:18:57<8:12:26,  1.93s/it]
 23%|██▎       | 4582/19900 [2:18:59<8:04:56,  1.90s/it]
 23%|██▎       | 4583/19900 [2:19:01<7:58:43,  1.88s/it]
 23%|██▎       | 4584/19900 [2:19:02<7:45:18,  1.82s/it]
 23%|██▎       | 4585/19900 [2:19:04<7:34:48,  1.78s/it]
 23%|██▎       | 4586/19900 [2:19:06<7:26:32,  1.75s/it]
 23%|██▎       | 4587/19900 [2:19:07<7:19:11,  1.72s/it]
 23%|██▎       | 4588/19900 [2:19:09<7:11:04,  1.69s/it]
 23%|██▎       | 4589/19900 [2:19:10<7:05:36,  1.67s/it]
 23%|██▎       | 4590/19900 [2:19:12<6:58:00,  1.64s/it]
 23%|██▎       | 4591/19900 [2:19:14<6:53:32,  1.62s/it]
 23%|██▎       | 4592/19900 [2:19:15<6:52:43,  1.62s/it]
 23%|██▎       | 4593/19900 [2:19:17<6:42:39,  1.58s/it]
 23%|██▎       | 4594/19900 [2:19:18<6:39:43,  1.57s/it]
 23%|██▎       | 4595/19900 [2:19:20<6:34:17,  1.55s/it]
 23%|██▎       | 4596/19900 [2:19:21<6:30:19,  1.53s/it]
 23%|██▎       | 4597/19900 [2:19:23<6:32:14,  1.54s/it]
 23%|██▎       | 4598/19900 [2:19:24<6:30:19,  1.53s/it]
 23%|██▎       | 4599/19900 [2:19:26<6:26:05,  1.51s/it]
 23%|██▎       | 4600/19900 [2:19:27<6:18:27,  1.48s/it]
                                                        

 23%|██▎       | 4600/19900 [2:19:27<6:18:27,  1.48s/it]
 23%|██▎       | 4601/19900 [2:19:29<6:10:48,  1.45s/it]
 23%|██▎       | 4602/19900 [2:19:30<6:10:51,  1.45s/it]
 23%|██▎       | 4603/19900 [2:19:32<6:13:29,  1.46s/it]
 23%|██▎       | 4604/19900 [2:19:33<6:04:56,  1.43s/it]
 23%|██▎       | 4605/19900 [2:19:34<5:53:30,  1.39s/it]
 23%|██▎       | 4606/19900 [2:19:35<5:45:21,  1.35s/it]
 23%|██▎       | 4607/19900 [2:19:37<5:40:19,  1.34s/it]
 23%|██▎       | 4608/19900 [2:19:38<5:37:07,  1.32s/it]
 23%|██▎       | 4609/19900 [2:19:39<5:33:12,  1.31s/it]
 23%|██▎       | 4610/19900 [2:19:41<5:27:35,  1.29s/it]
 23%|██▎       | 4611/19900 [2:19:42<5:20:16,  1.26s/it]
 23%|██▎       | 4612/19900 [2:19:43<5:23:38,  1.27s/it]
 23%|██▎       | 4613/19900 [2:19:44<5:20:26,  1.26s/it]
 23%|██▎       | 4614/19900 [2:19:45<5:13:56,  1.23s/it]
 23%|██▎       | 4615/19900 [2:19:47<5:10:24,  1.22s/it]
 23%|██▎       | 4616/19900 [2:19:48<5:09:36,  1.22s/it]
 23%|██▎       | 4617/19900 [2:19:49<5:02:16,  1.19s/it]
 23%|██▎       | 4618/19900 [2:19:50<4:53:29,  1.15s/it]
 23%|██▎       | 4619/19900 [2:19:51<4:50:06,  1.14s/it]
 23%|██▎       | 4620/19900 [2:19:52<4:45:51,  1.12s/it]
 23%|██▎       | 4621/19900 [2:19:53<4:38:35,  1.09s/it]
 23%|██▎       | 4622/19900 [2:19:54<4:25:51,  1.04s/it]
 23%|██▎       | 4623/19900 [2:19:55<4:24:55,  1.04s/it]
 23%|██▎       | 4624/19900 [2:19:56<4:19:29,  1.02s/it]
 23%|██▎       | 4625/19900 [2:19:57<4:17:07,  1.01s/it]
 23%|██▎       | 4626/19900 [2:19:58<4:09:30,  1.02it/s]
 23%|██▎       | 4627/19900 [2:20:00<5:55:42,  1.40s/it]
 23%|██▎       | 4628/19900 [2:20:03<6:54:06,  1.63s/it]
 23%|██▎       | 4629/19900 [2:20:05<7:21:42,  1.74s/it]
 23%|██▎       | 4630/19900 [2:20:07<7:35:42,  1.79s/it]
 23%|██▎       | 4631/19900 [2:20:08<7:44:46,  1.83s/it]
 23%|██▎       | 4632/19900 [2:20:10<7:42:01,  1.82s/it]
 23%|██▎       | 4633/19900 [2:20:12<7:35:48,  1.79s/it]
 23%|██▎       | 4634/19900 [2:20:14<7:31:24,  1.77s/it]
 23%|██▎       | 4635/19900 [2:20:15<7:30:34,  1.77s/it]
 23%|██▎       | 4636/19900 [2:20:17<7:29:11,  1.77s/it]
 23%|██▎       | 4637/19900 [2:20:19<7:21:26,  1.74s/it]
 23%|██▎       | 4638/19900 [2:20:21<7:14:38,  1.71s/it]
 23%|██▎       | 4639/19900 [2:20:22<7:07:53,  1.68s/it]
 23%|██▎       | 4640/19900 [2:20:24<7:06:13,  1.68s/it]
 23%|██▎       | 4641/19900 [2:20:25<7:00:07,  1.65s/it]
 23%|██▎       | 4642/19900 [2:20:27<6:52:54,  1.62s/it]
 23%|██▎       | 4643/19900 [2:20:28<6:36:43,  1.56s/it]
 23%|██▎       | 4644/19900 [2:20:30<6:25:15,  1.52s/it]
 23%|██▎       | 4645/19900 [2:20:31<6:16:19,  1.48s/it]
 23%|██▎       | 4646/19900 [2:20:33<6:09:00,  1.45s/it]
 23%|██▎       | 4647/19900 [2:20:34<6:02:17,  1.43s/it]
 23%|██▎       | 4648/19900 [2:20:35<5:57:22,  1.41s/it]
 23%|██▎       | 4649/19900 [2:20:37<5:52:01,  1.38s/it]
 23%|██▎       | 4650/19900 [2:20:38<5:47:29,  1.37s/it]
 23%|██▎       | 4651/19900 [2:20:39<5:43:33,  1.35s/it]
 23%|██▎       | 4652/19900 [2:20:41<5:39:05,  1.33s/it]
 23%|██▎       | 4653/19900 [2:20:42<5:37:29,  1.33s/it]
 23%|██▎       | 4654/19900 [2:20:43<5:40:25,  1.34s/it]
 23%|██▎       | 4655/19900 [2:20:45<5:37:02,  1.33s/it]
 23%|██▎       | 4656/19900 [2:20:46<5:36:06,  1.32s/it]
 23%|██▎       | 4657/19900 [2:20:47<5:31:49,  1.31s/it]
 23%|██▎       | 4658/19900 [2:20:48<5:30:21,  1.30s/it]
 23%|██▎       | 4659/19900 [2:20:50<5:23:13,  1.27s/it]
 23%|██▎       | 4660/19900 [2:20:51<5:12:46,  1.23s/it]
 23%|██▎       | 4661/19900 [2:20:52<5:10:05,  1.22s/it]
 23%|██▎       | 4662/19900 [2:20:53<5:12:13,  1.23s/it]
 23%|██▎       | 4663/19900 [2:20:54<5:09:53,  1.22s/it]
 23%|██▎       | 4664/19900 [2:20:56<5:06:22,  1.21s/it]
 23%|██▎       | 4665/19900 [2:20:57<5:02:16,  1.19s/it]
 23%|██▎       | 4666/19900 [2:20:58<5:00:06,  1.18s/it]
 23%|██▎       | 4667/19900 [2:20:59<4:59:16,  1.18s/it]
 23%|██▎       | 4668/19900 [2:21:00<4:54:36,  1.16s/it]
 23%|██▎       | 4669/19900 [2:21:01<4:47:54,  1.13s/it]
 23%|██▎       | 4670/19900 [2:21:02<4:44:10,  1.12s/it]
 23%|██▎       | 4671/19900 [2:21:03<4:36:29,  1.09s/it]
 23%|██▎       | 4672/19900 [2:21:04<4:34:50,  1.08s/it]
 23%|██▎       | 4673/19900 [2:21:05<4:26:32,  1.05s/it]
 23%|██▎       | 4674/19900 [2:21:06<4:18:12,  1.02s/it]
 23%|██▎       | 4675/19900 [2:21:07<4:09:20,  1.02it/s]
 23%|██▎       | 4676/19900 [2:21:10<5:48:14,  1.37s/it]
 24%|██▎       | 4677/19900 [2:21:12<6:45:08,  1.60s/it]
 24%|██▎       | 4678/19900 [2:21:14<7:12:18,  1.70s/it]
 24%|██▎       | 4679/19900 [2:21:15<7:26:13,  1.76s/it]
 24%|██▎       | 4680/19900 [2:21:17<7:28:27,  1.77s/it]
 24%|██▎       | 4681/19900 [2:21:19<7:26:49,  1.76s/it]
 24%|██▎       | 4682/19900 [2:21:21<7:25:22,  1.76s/it]
 24%|██▎       | 4683/19900 [2:21:22<7:19:42,  1.73s/it]
 24%|██▎       | 4684/19900 [2:21:24<7:19:47,  1.73s/it]
 24%|██▎       | 4685/19900 [2:21:26<7:15:16,  1.72s/it]
 24%|██▎       | 4686/19900 [2:21:27<7:10:16,  1.70s/it]
 24%|██▎       | 4687/19900 [2:21:29<7:03:23,  1.67s/it]
 24%|██▎       | 4688/19900 [2:21:31<7:01:31,  1.66s/it]
 24%|██▎       | 4689/19900 [2:21:32<6:51:38,  1.62s/it]
 24%|██▎       | 4690/19900 [2:21:34<6:47:53,  1.61s/it]
 24%|██▎       | 4691/19900 [2:21:35<6:43:46,  1.59s/it]
 24%|██▎       | 4692/19900 [2:21:37<6:38:05,  1.57s/it]
 24%|██▎       | 4693/19900 [2:21:38<6:34:02,  1.55s/it]
 24%|██▎       | 4694/19900 [2:21:40<6:31:41,  1.55s/it]
 24%|██▎       | 4695/19900 [2:21:41<6:25:48,  1.52s/it]
 24%|██▎       | 4696/19900 [2:21:43<6:20:25,  1.50s/it]
 24%|██▎       | 4697/19900 [2:21:44<6:16:35,  1.49s/it]
 24%|██▎       | 4698/19900 [2:21:46<6:11:37,  1.47s/it]
 24%|██▎       | 4699/19900 [2:21:47<6:05:04,  1.44s/it]
 24%|██▎       | 4700/19900 [2:21:49<6:00:42,  1.42s/it]
                                                        

 24%|██▎       | 4700/19900 [2:21:49<6:00:42,  1.42s/it]
 24%|██▎       | 4701/19900 [2:21:50<6:01:13,  1.43s/it]
 24%|██▎       | 4702/19900 [2:21:51<5:55:20,  1.40s/it]
 24%|██▎       | 4703/19900 [2:21:53<5:51:33,  1.39s/it]
 24%|██▎       | 4704/19900 [2:21:54<5:49:18,  1.38s/it]
 24%|██▎       | 4705/19900 [2:21:55<5:44:13,  1.36s/it]
 24%|██▎       | 4706/19900 [2:21:57<5:41:21,  1.35s/it]
 24%|██▎       | 4707/19900 [2:21:58<5:35:39,  1.33s/it]
 24%|██▎       | 4708/19900 [2:21:59<5:33:34,  1.32s/it]
 24%|██▎       | 4709/19900 [2:22:00<5:28:28,  1.30s/it]
 24%|██▎       | 4710/19900 [2:22:02<5:22:03,  1.27s/it]
 24%|██▎       | 4711/19900 [2:22:03<5:17:22,  1.25s/it]
 24%|██▎       | 4712/19900 [2:22:04<5:17:24,  1.25s/it]
 24%|██▎       | 4713/19900 [2:22:05<5:14:08,  1.24s/it]
 24%|██▎       | 4714/19900 [2:22:07<5:10:56,  1.23s/it]
 24%|██▎       | 4715/19900 [2:22:08<5:05:58,  1.21s/it]
 24%|██▎       | 4716/19900 [2:22:09<4:57:51,  1.18s/it]
 24%|██▎       | 4717/19900 [2:22:10<4:49:45,  1.15s/it]
 24%|██▎       | 4718/19900 [2:22:11<4:42:54,  1.12s/it]
 24%|██▎       | 4719/19900 [2:22:12<4:36:35,  1.09s/it]
 24%|██▎       | 4720/19900 [2:22:13<4:35:34,  1.09s/it]
 24%|██▎       | 4721/19900 [2:22:14<4:28:01,  1.06s/it]
 24%|██▎       | 4722/19900 [2:22:15<4:20:18,  1.03s/it]
 24%|██▎       | 4723/19900 [2:22:16<4:12:34,  1.00it/s]
 24%|██▎       | 4724/19900 [2:22:17<4:07:09,  1.02it/s]
 24%|██▎       | 4725/19900 [2:22:19<6:00:02,  1.42s/it]
 24%|██▎       | 4726/19900 [2:22:22<7:00:11,  1.66s/it]
 24%|██▍       | 4727/19900 [2:22:24<7:33:25,  1.79s/it]
 24%|██▍       | 4728/19900 [2:22:26<7:42:32,  1.83s/it]
 24%|██▍       | 4729/19900 [2:22:27<7:41:13,  1.82s/it]
 24%|██▍       | 4730/19900 [2:22:29<7:38:55,  1.82s/it]
 24%|██▍       | 4731/19900 [2:22:31<7:34:35,  1.80s/it]
 24%|██▍       | 4732/19900 [2:22:33<7:30:08,  1.78s/it]
 24%|██▍       | 4733/19900 [2:22:34<7:25:39,  1.76s/it]
 24%|██▍       | 4734/19900 [2:22:36<7:16:36,  1.73s/it]
 24%|██▍       | 4735/19900 [2:22:38<7:13:40,  1.72s/it]
 24%|██▍       | 4736/19900 [2:22:39<7:09:20,  1.70s/it]
 24%|██▍       | 4737/19900 [2:22:41<7:00:06,  1.66s/it]
 24%|██▍       | 4738/19900 [2:22:43<6:54:35,  1.64s/it]
 24%|██▍       | 4739/19900 [2:22:44<6:51:12,  1.63s/it]
 24%|██▍       | 4740/19900 [2:22:46<6:42:39,  1.59s/it]
 24%|██▍       | 4741/19900 [2:22:47<6:35:35,  1.57s/it]
 24%|██▍       | 4742/19900 [2:22:49<6:28:15,  1.54s/it]
 24%|██▍       | 4743/19900 [2:22:50<6:22:15,  1.51s/it]
 24%|██▍       | 4744/19900 [2:22:52<6:16:14,  1.49s/it]
 24%|██▍       | 4745/19900 [2:22:53<6:10:21,  1.47s/it]
 24%|██▍       | 4746/19900 [2:22:54<6:05:44,  1.45s/it]
 24%|██▍       | 4747/19900 [2:22:56<6:01:16,  1.43s/it]
 24%|██▍       | 4748/19900 [2:22:57<5:57:40,  1.42s/it]
 24%|██▍       | 4749/19900 [2:22:59<5:58:00,  1.42s/it]
 24%|██▍       | 4750/19900 [2:23:00<5:51:23,  1.39s/it]
 24%|██▍       | 4751/19900 [2:23:01<5:54:06,  1.40s/it]
 24%|██▍       | 4752/19900 [2:23:03<5:48:45,  1.38s/it]
 24%|██▍       | 4753/19900 [2:23:04<5:42:05,  1.36s/it]
 24%|██▍       | 4754/19900 [2:23:05<5:36:28,  1.33s/it]
 24%|██▍       | 4755/19900 [2:23:07<5:34:47,  1.33s/it]
 24%|██▍       | 4756/19900 [2:23:08<5:27:24,  1.30s/it]
 24%|██▍       | 4757/19900 [2:23:09<5:29:22,  1.31s/it]
 24%|██▍       | 4758/19900 [2:23:10<5:23:29,  1.28s/it]
 24%|██▍       | 4759/19900 [2:23:12<5:18:46,  1.26s/it]
 24%|██▍       | 4760/19900 [2:23:13<5:15:43,  1.25s/it]
 24%|██▍       | 4761/19900 [2:23:14<5:11:45,  1.24s/it]
 24%|██▍       | 4762/19900 [2:23:15<5:10:07,  1.23s/it]
 24%|██▍       | 4763/19900 [2:23:16<4:58:33,  1.18s/it]
 24%|██▍       | 4764/19900 [2:23:17<4:49:19,  1.15s/it]
 24%|██▍       | 4765/19900 [2:23:18<4:38:23,  1.10s/it]
 24%|██▍       | 4766/19900 [2:23:19<4:28:58,  1.07s/it]
 24%|██▍       | 4767/19900 [2:23:20<4:22:19,  1.04s/it]
 24%|██▍       | 4768/19900 [2:23:21<4:25:17,  1.05s/it]
 24%|██▍       | 4769/19900 [2:23:22<4:25:37,  1.05s/it]
 24%|██▍       | 4770/19900 [2:23:23<4:28:31,  1.06s/it]
 24%|██▍       | 4771/19900 [2:23:25<4:27:53,  1.06s/it]
 24%|██▍       | 4772/19900 [2:23:26<4:20:50,  1.03s/it]
 24%|██▍       | 4773/19900 [2:23:26<4:09:33,  1.01it/s]
 24%|██▍       | 4774/19900 [2:23:28<5:24:46,  1.29s/it]
 24%|██▍       | 4775/19900 [2:23:30<5:43:37,  1.36s/it]
 24%|██▍       | 4776/19900 [2:23:31<5:34:40,  1.33s/it]
 24%|██▍       | 4777/19900 [2:23:34<7:22:56,  1.76s/it]
 24%|██▍       | 4778/19900 [2:23:36<7:56:03,  1.89s/it]
 24%|██▍       | 4779/19900 [2:23:38<8:03:18,  1.92s/it]
 24%|██▍       | 4780/19900 [2:23:40<7:52:25,  1.87s/it]
 24%|██▍       | 4781/19900 [2:23:42<7:47:00,  1.85s/it]
 24%|██▍       | 4782/19900 [2:23:43<7:43:50,  1.84s/it]
 24%|██▍       | 4783/19900 [2:23:45<7:39:33,  1.82s/it]
 24%|██▍       | 4784/19900 [2:23:47<7:29:12,  1.78s/it]
 24%|██▍       | 4785/19900 [2:23:49<7:20:31,  1.75s/it]
 24%|██▍       | 4786/19900 [2:23:50<7:12:03,  1.72s/it]
 24%|██▍       | 4787/19900 [2:23:52<7:02:44,  1.68s/it]
 24%|██▍       | 4788/19900 [2:23:53<6:54:14,  1.64s/it]
 24%|██▍       | 4789/19900 [2:23:55<6:46:20,  1.61s/it]
 24%|██▍       | 4790/19900 [2:23:56<6:37:51,  1.58s/it]
 24%|██▍       | 4791/19900 [2:23:58<6:36:25,  1.57s/it]
 24%|██▍       | 4792/19900 [2:24:00<6:37:44,  1.58s/it]
 24%|██▍       | 4793/19900 [2:24:01<6:31:17,  1.55s/it]
 24%|██▍       | 4794/19900 [2:24:03<6:29:23,  1.55s/it]
 24%|██▍       | 4795/19900 [2:24:04<6:30:28,  1.55s/it]
 24%|██▍       | 4796/19900 [2:24:06<6:24:16,  1.53s/it]
 24%|██▍       | 4797/19900 [2:24:07<6:19:47,  1.51s/it]
 24%|██▍       | 4798/19900 [2:24:09<6:16:41,  1.50s/it]
 24%|██▍       | 4799/19900 [2:24:10<6:12:58,  1.48s/it]
 24%|██▍       | 4800/19900 [2:24:12<6:10:09,  1.47s/it]
                                                        

 24%|██▍       | 4800/19900 [2:24:12<6:10:09,  1.47s/it]
 24%|██▍       | 4801/19900 [2:24:13<6:07:32,  1.46s/it]
 24%|██▍       | 4802/19900 [2:24:14<6:06:52,  1.46s/it]
 24%|██▍       | 4803/19900 [2:24:16<5:57:31,  1.42s/it]
 24%|██▍       | 4804/19900 [2:24:17<5:52:51,  1.40s/it]
 24%|██▍       | 4805/19900 [2:24:18<5:45:11,  1.37s/it]
 24%|██▍       | 4806/19900 [2:24:20<5:39:41,  1.35s/it]
 24%|██▍       | 4807/19900 [2:24:21<5:35:33,  1.33s/it]
 24%|██▍       | 4808/19900 [2:24:22<5:31:37,  1.32s/it]
 24%|██▍       | 4809/19900 [2:24:24<5:28:43,  1.31s/it]
 24%|██▍       | 4810/19900 [2:24:25<5:24:04,  1.29s/it]
 24%|██▍       | 4811/19900 [2:24:26<5:19:56,  1.27s/it]
 24%|██▍       | 4812/19900 [2:24:27<5:13:44,  1.25s/it]
 24%|██▍       | 4813/19900 [2:24:28<5:09:12,  1.23s/it]
 24%|██▍       | 4814/19900 [2:24:30<5:08:26,  1.23s/it]
 24%|██▍       | 4815/19900 [2:24:31<5:03:08,  1.21s/it]
 24%|██▍       | 4816/19900 [2:24:32<4:57:06,  1.18s/it]
 24%|██▍       | 4817/19900 [2:24:33<4:51:40,  1.16s/it]
 24%|██▍       | 4818/19900 [2:24:34<4:46:52,  1.14s/it]
 24%|██▍       | 4819/19900 [2:24:35<4:39:41,  1.11s/it]
 24%|██▍       | 4820/19900 [2:24:36<4:36:49,  1.10s/it]
 24%|██▍       | 4821/19900 [2:24:37<4:30:14,  1.08s/it]
 24%|██▍       | 4822/19900 [2:24:38<4:23:14,  1.05s/it]
 24%|██▍       | 4823/19900 [2:24:39<4:17:34,  1.03s/it]
 24%|██▍       | 4824/19900 [2:24:40<4:11:43,  1.00s/it]
 24%|██▍       | 4825/19900 [2:24:41<4:00:48,  1.04it/s]
 24%|██▍       | 4826/19900 [2:24:43<5:54:46,  1.41s/it]
 24%|██▍       | 4827/19900 [2:24:46<6:45:07,  1.61s/it]
 24%|██▍       | 4828/19900 [2:24:48<7:13:19,  1.72s/it]
 24%|██▍       | 4829/19900 [2:24:49<7:26:57,  1.78s/it]
 24%|██▍       | 4830/19900 [2:24:51<7:31:33,  1.80s/it]
 24%|██▍       | 4831/19900 [2:24:53<7:32:06,  1.80s/it]
 24%|██▍       | 4832/19900 [2:24:55<7:28:53,  1.79s/it]
 24%|██▍       | 4833/19900 [2:24:57<7:23:29,  1.77s/it]
 24%|██▍       | 4834/19900 [2:24:58<7:16:26,  1.74s/it]
 24%|██▍       | 4835/19900 [2:25:00<7:07:51,  1.70s/it]
 24%|██▍       | 4836/19900 [2:25:01<7:01:17,  1.68s/it]
 24%|██▍       | 4837/19900 [2:25:03<6:56:18,  1.66s/it]
 24%|██▍       | 4838/19900 [2:25:05<6:50:52,  1.64s/it]
 24%|██▍       | 4839/19900 [2:25:06<6:48:15,  1.63s/it]
 24%|██▍       | 4840/19900 [2:25:08<6:41:29,  1.60s/it]
 24%|██▍       | 4841/19900 [2:25:09<6:37:27,  1.58s/it]
 24%|██▍       | 4842/19900 [2:25:11<6:31:05,  1.56s/it]
 24%|██▍       | 4843/19900 [2:25:12<6:25:28,  1.54s/it]
 24%|██▍       | 4844/19900 [2:25:14<6:18:44,  1.51s/it]
 24%|██▍       | 4845/19900 [2:25:15<6:18:19,  1.51s/it]
 24%|██▍       | 4846/19900 [2:25:17<6:13:36,  1.49s/it]
 24%|██▍       | 4847/19900 [2:25:18<6:08:41,  1.47s/it]
 24%|██▍       | 4848/19900 [2:25:20<6:02:54,  1.45s/it]
 24%|██▍       | 4849/19900 [2:25:21<6:01:08,  1.44s/it]
 24%|██▍       | 4850/19900 [2:25:22<6:00:25,  1.44s/it]
 24%|██▍       | 4851/19900 [2:25:24<6:00:28,  1.44s/it]
 24%|██▍       | 4852/19900 [2:25:25<5:59:32,  1.43s/it]
 24%|██▍       | 4853/19900 [2:25:27<5:54:10,  1.41s/it]
 24%|██▍       | 4854/19900 [2:25:28<5:49:46,  1.39s/it]
 24%|██▍       | 4855/19900 [2:25:29<5:42:18,  1.37s/it]
 24%|██▍       | 4856/19900 [2:25:31<5:34:25,  1.33s/it]
 24%|██▍       | 4857/19900 [2:25:32<5:35:34,  1.34s/it]
 24%|██▍       | 4858/19900 [2:25:33<5:29:46,  1.32s/it]
 24%|██▍       | 4859/19900 [2:25:34<5:23:34,  1.29s/it]
 24%|██▍       | 4860/19900 [2:25:36<5:17:30,  1.27s/it]
 24%|██▍       | 4861/19900 [2:25:37<5:13:28,  1.25s/it]
 24%|██▍       | 4862/19900 [2:25:38<5:07:26,  1.23s/it]
 24%|██▍       | 4863/19900 [2:25:39<5:03:17,  1.21s/it]
 24%|██▍       | 4864/19900 [2:25:40<5:02:00,  1.21s/it]
 24%|██▍       | 4865/19900 [2:25:42<5:01:44,  1.20s/it]
 24%|██▍       | 4866/19900 [2:25:43<4:54:39,  1.18s/it]
 24%|██▍       | 4867/19900 [2:25:44<4:49:05,  1.15s/it]
 24%|██▍       | 4868/19900 [2:25:45<4:44:01,  1.13s/it]
 24%|██▍       | 4869/19900 [2:25:46<4:41:26,  1.12s/it]
 24%|██▍       | 4870/19900 [2:25:47<4:33:29,  1.09s/it]
 24%|██▍       | 4871/19900 [2:25:48<4:26:12,  1.06s/it]
 24%|██▍       | 4872/19900 [2:25:49<4:19:48,  1.04s/it]
 24%|██▍       | 4873/19900 [2:25:50<4:13:06,  1.01s/it]
 24%|██▍       | 4874/19900 [2:25:51<4:01:36,  1.04it/s]
 24%|██▍       | 4875/19900 [2:25:53<5:45:41,  1.38s/it]
 25%|██▍       | 4876/19900 [2:25:55<6:37:03,  1.59s/it]
 25%|██▍       | 4877/19900 [2:25:57<7:07:14,  1.71s/it]
 25%|██▍       | 4878/19900 [2:25:59<7:19:11,  1.75s/it]
 25%|██▍       | 4879/19900 [2:26:01<7:25:19,  1.78s/it]
 25%|██▍       | 4880/19900 [2:26:03<7:27:27,  1.79s/it]
 25%|██▍       | 4881/19900 [2:26:04<7:24:46,  1.78s/it]
 25%|██▍       | 4882/19900 [2:26:06<7:20:57,  1.76s/it]
 25%|██▍       | 4883/19900 [2:26:08<7:15:32,  1.74s/it]
 25%|██▍       | 4884/19900 [2:26:10<7:13:48,  1.73s/it]
 25%|██▍       | 4885/19900 [2:26:11<7:09:40,  1.72s/it]
 25%|██▍       | 4886/19900 [2:26:13<6:59:02,  1.67s/it]
 25%|██▍       | 4887/19900 [2:26:14<6:57:10,  1.67s/it]
 25%|██▍       | 4888/19900 [2:26:16<6:51:19,  1.64s/it]
 25%|██▍       | 4889/19900 [2:26:18<6:45:24,  1.62s/it]
 25%|██▍       | 4890/19900 [2:26:19<6:39:02,  1.60s/it]
 25%|██▍       | 4891/19900 [2:26:21<6:32:38,  1.57s/it]
 25%|██▍       | 4892/19900 [2:26:22<6:29:22,  1.56s/it]
 25%|██▍       | 4893/19900 [2:26:24<6:25:21,  1.54s/it]
 25%|██▍       | 4894/19900 [2:26:25<6:15:48,  1.50s/it]
 25%|██▍       | 4895/19900 [2:26:27<6:11:23,  1.49s/it]
 25%|██▍       | 4896/19900 [2:26:28<6:07:23,  1.47s/it]
 25%|██▍       | 4897/19900 [2:26:29<6:04:36,  1.46s/it]
 25%|██▍       | 4898/19900 [2:26:31<6:00:07,  1.44s/it]
 25%|██▍       | 4899/19900 [2:26:32<5:55:54,  1.42s/it]
 25%|██▍       | 4900/19900 [2:26:34<5:56:43,  1.43s/it]
                                                        

 25%|██▍       | 4900/19900 [2:26:34<5:56:43,  1.43s/it]
 25%|██▍       | 4901/19900 [2:26:35<5:47:52,  1.39s/it]
 25%|██▍       | 4902/19900 [2:26:36<5:39:27,  1.36s/it]
 25%|██▍       | 4903/19900 [2:26:38<5:38:00,  1.35s/it]
 25%|██▍       | 4904/19900 [2:26:39<5:32:36,  1.33s/it]
 25%|██▍       | 4905/19900 [2:26:40<5:33:53,  1.34s/it]
 25%|██▍       | 4906/19900 [2:26:41<5:24:19,  1.30s/it]
 25%|██▍       | 4907/19900 [2:26:43<5:25:29,  1.30s/it]
 25%|██▍       | 4908/19900 [2:26:44<5:21:54,  1.29s/it]
 25%|██▍       | 4909/19900 [2:26:45<5:19:19,  1.28s/it]
 25%|██▍       | 4910/19900 [2:26:46<5:15:44,  1.26s/it]
 25%|██▍       | 4911/19900 [2:26:48<5:11:55,  1.25s/it]
 25%|██▍       | 4912/19900 [2:26:49<5:06:22,  1.23s/it]
 25%|██▍       | 4913/19900 [2:26:50<5:04:54,  1.22s/it]
 25%|██▍       | 4914/19900 [2:26:51<5:05:24,  1.22s/it]
 25%|██▍       | 4915/19900 [2:26:52<5:00:29,  1.20s/it]
 25%|██▍       | 4916/19900 [2:26:54<4:54:52,  1.18s/it]
 25%|██▍       | 4917/19900 [2:26:55<4:53:41,  1.18s/it]
 25%|██▍       | 4918/19900 [2:26:56<4:49:02,  1.16s/it]
 25%|██▍       | 4919/19900 [2:26:57<4:39:58,  1.12s/it]
 25%|██▍       | 4920/19900 [2:26:58<4:32:37,  1.09s/it]
 25%|██▍       | 4921/19900 [2:26:59<4:23:45,  1.06s/it]
 25%|██▍       | 4922/19900 [2:27:00<4:18:11,  1.03s/it]
 25%|██▍       | 4923/19900 [2:27:01<4:04:35,  1.02it/s]
 25%|██▍       | 4924/19900 [2:27:03<5:53:51,  1.42s/it]
 25%|██▍       | 4925/19900 [2:27:05<6:55:03,  1.66s/it]
 25%|██▍       | 4926/19900 [2:27:07<7:23:28,  1.78s/it]
 25%|██▍       | 4927/19900 [2:27:09<7:44:54,  1.86s/it]
 25%|██▍       | 4928/19900 [2:27:11<7:53:54,  1.90s/it]
 25%|██▍       | 4929/19900 [2:27:13<7:48:25,  1.88s/it]
 25%|██▍       | 4930/19900 [2:27:15<7:43:17,  1.86s/it]
 25%|██▍       | 4931/19900 [2:27:17<7:32:54,  1.82s/it]
 25%|██▍       | 4932/19900 [2:27:19<7:26:49,  1.79s/it]
 25%|██▍       | 4933/19900 [2:27:20<7:18:50,  1.76s/it]
 25%|██▍       | 4934/19900 [2:27:22<7:13:17,  1.74s/it]
 25%|██▍       | 4935/19900 [2:27:24<7:04:21,  1.70s/it]
 25%|██▍       | 4936/19900 [2:27:25<7:03:29,  1.70s/it]
 25%|██▍       | 4937/19900 [2:27:27<7:04:15,  1.70s/it]
 25%|██▍       | 4938/19900 [2:27:29<7:01:39,  1.69s/it]
 25%|██▍       | 4939/19900 [2:27:30<6:56:35,  1.67s/it]
 25%|██▍       | 4940/19900 [2:27:32<6:47:20,  1.63s/it]
 25%|██▍       | 4941/19900 [2:27:33<6:37:29,  1.59s/it]
 25%|██▍       | 4942/19900 [2:27:35<6:32:24,  1.57s/it]
 25%|██▍       | 4943/19900 [2:27:36<6:25:30,  1.55s/it]
 25%|██▍       | 4944/19900 [2:27:38<6:19:39,  1.52s/it]
 25%|██▍       | 4945/19900 [2:27:39<6:18:47,  1.52s/it]
 25%|██▍       | 4946/19900 [2:27:41<6:12:43,  1.50s/it]
 25%|██▍       | 4947/19900 [2:27:42<6:14:04,  1.50s/it]
 25%|██▍       | 4948/19900 [2:27:44<6:07:15,  1.47s/it]
 25%|██▍       | 4949/19900 [2:27:45<6:01:24,  1.45s/it]
 25%|██▍       | 4950/19900 [2:27:46<5:56:49,  1.43s/it]
 25%|██▍       | 4951/19900 [2:27:48<5:46:59,  1.39s/it]
 25%|██▍       | 4952/19900 [2:27:49<5:40:22,  1.37s/it]
 25%|██▍       | 4953/19900 [2:27:50<5:37:28,  1.35s/it]
 25%|██▍       | 4954/19900 [2:27:52<5:38:41,  1.36s/it]
 25%|██▍       | 4955/19900 [2:27:53<5:33:45,  1.34s/it]
 25%|██▍       | 4956/19900 [2:27:54<5:29:58,  1.32s/it]
 25%|██▍       | 4957/19900 [2:27:56<5:30:28,  1.33s/it]
 25%|██▍       | 4958/19900 [2:27:57<5:21:23,  1.29s/it]
 25%|██▍       | 4959/19900 [2:27:58<5:20:03,  1.29s/it]
 25%|██▍       | 4960/19900 [2:27:59<5:17:08,  1.27s/it]
 25%|██▍       | 4961/19900 [2:28:01<5:08:29,  1.24s/it]
 25%|██▍       | 4962/19900 [2:28:02<5:03:12,  1.22s/it]
 25%|██▍       | 4963/19900 [2:28:03<4:57:27,  1.19s/it]
 25%|██▍       | 4964/19900 [2:28:04<4:59:05,  1.20s/it]
 25%|██▍       | 4965/19900 [2:28:05<4:51:02,  1.17s/it]
 25%|██▍       | 4966/19900 [2:28:06<4:41:48,  1.13s/it]
 25%|██▍       | 4967/19900 [2:28:07<4:40:00,  1.13s/it]
 25%|██▍       | 4968/19900 [2:28:08<4:32:32,  1.10s/it]
 25%|██▍       | 4969/19900 [2:28:09<4:27:26,  1.07s/it]
 25%|██▍       | 4970/19900 [2:28:10<4:19:11,  1.04s/it]
 25%|██▍       | 4971/19900 [2:28:11<4:13:28,  1.02s/it]
 25%|██▍       | 4972/19900 [2:28:12<4:04:17,  1.02it/s]
 25%|██▍       | 4973/19900 [2:28:14<5:02:15,  1.21s/it]
 25%|██▍       | 4974/19900 [2:28:15<5:20:14,  1.29s/it]
 25%|██▌       | 4975/19900 [2:28:17<5:14:30,  1.26s/it]
 25%|██▌       | 4976/19900 [2:28:19<7:14:55,  1.75s/it]
 25%|██▌       | 4977/19900 [2:28:22<7:44:54,  1.87s/it]
 25%|██▌       | 4978/19900 [2:28:24<7:56:24,  1.92s/it]
 25%|██▌       | 4979/19900 [2:28:26<7:56:25,  1.92s/it]
 25%|██▌       | 4980/19900 [2:28:27<7:50:11,  1.89s/it]
 25%|██▌       | 4981/19900 [2:28:29<7:52:50,  1.90s/it]
 25%|██▌       | 4982/19900 [2:28:31<7:44:12,  1.87s/it]
 25%|██▌       | 4983/19900 [2:28:33<7:32:46,  1.82s/it]
 25%|██▌       | 4984/19900 [2:28:34<7:19:47,  1.77s/it]
 25%|██▌       | 4985/19900 [2:28:36<7:09:58,  1.73s/it]
 25%|██▌       | 4986/19900 [2:28:38<7:01:04,  1.69s/it]
 25%|██▌       | 4987/19900 [2:28:39<6:54:05,  1.67s/it]
 25%|██▌       | 4988/19900 [2:28:41<6:48:18,  1.64s/it]
 25%|██▌       | 4989/19900 [2:28:43<6:46:02,  1.63s/it]
 25%|██▌       | 4990/19900 [2:28:44<6:45:32,  1.63s/it]
 25%|██▌       | 4991/19900 [2:28:46<6:38:02,  1.60s/it]
 25%|██▌       | 4992/19900 [2:28:47<6:32:13,  1.58s/it]
 25%|██▌       | 4993/19900 [2:28:49<6:27:01,  1.56s/it]
 25%|██▌       | 4994/19900 [2:28:50<6:24:27,  1.55s/it]
 25%|██▌       | 4995/19900 [2:28:52<6:17:22,  1.52s/it]
 25%|██▌       | 4996/19900 [2:28:53<6:12:09,  1.50s/it]
 25%|██▌       | 4997/19900 [2:28:55<6:06:57,  1.48s/it]
 25%|██▌       | 4998/19900 [2:28:56<6:02:14,  1.46s/it]
 25%|██▌       | 4999/19900 [2:28:57<6:00:05,  1.45s/it]
 25%|██▌       | 5000/19900 [2:28:59<5:57:48,  1.44s/it]
                                                        

 25%|██▌       | 5000/19900 [2:28:59<5:57:48,  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.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 2.7638278007507324, 'eval_wer': 0.986815415821501, 'eval_cer': 0.5465016542090431, 'eval_runtime': 121.1871, 'eval_samples_per_second': 24.409, 'eval_steps_per_second': 3.053, 'epoch': 22.61}
{'loss': 3.8466, 'learning_rate': 6.413128491620112e-05, 'epoch': 23.12}
{'loss': 3.7785, 'learning_rate': 6.371229050279329e-05, 'epoch': 23.62}
{'loss': 3.7262, 'learning_rate': 6.329329608938548e-05, 'epoch': 24.12}
{'loss': 3.6768, 'learning_rate': 6.287430167597765e-05, 'epoch': 24.62}
{'loss': 3.6991, 'learning_rate': 6.245530726256982e-05, 'epoch': 25.13}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:46,  7.87it/s]

  1%|          | 3/370 [00:00<01:07,  5.40it/s]

  1%|          | 4/370 [00:00<01:22,  4.41it/s]

  1%|▏         | 5/370 [00:01<01:27,  4.17it/s]

  2%|▏         | 6/370 [00:01<01:20,  4.53it/s]

  2%|▏         | 7/370 [00:01<01:29,  4.05it/s]

  2%|▏         | 8/370 [00:01<01:25,  4.23it/s]

  2%|▏         | 9/370 [00:02<01:27,  4.10it/s]

  3%|▎         | 10/370 [00:02<01:26,  4.15it/s]

  3%|▎         | 11/370 [00:02<01:26,  4.13it/s]

  3%|▎         | 12/370 [00:02<01:27,  4.11it/s]

  4%|▎         | 13/370 [00:03<01:27,  4.07it/s]

  4%|▍         | 14/370 [00:03<01:32,  3.85it/s]

  4%|▍         | 15/370 [00:03<01:26,  4.11it/s]

  4%|▍         | 16/370 [00:03<01:27,  4.04it/s]

  5%|▍         | 17/370 [00:03<01:22,  4.26it/s]

  5%|▍         | 18/370 [00:04<01:19,  4.44it/s]

  5%|▌         | 19/370 [00:04<01:23,  4.21it/s]

  5%|▌         | 20/370 [00:04<01:33,  3.74it/s]

  6%|▌         | 21/370 [00:04<01:27,  3.99it/s]

  6%|▌         | 22/370 [00:05<01:21,  4.28it/s]

  6%|▌         | 23/370 [00:05<01:19,  4.37it/s]

  6%|▋         | 24/370 [00:05<01:20,  4.31it/s]

  7%|▋         | 25/370 [00:05<01:21,  4.23it/s]

  7%|▋         | 26/370 [00:06<01:17,  4.42it/s]

  7%|▋         | 27/370 [00:06<01:18,  4.40it/s]

  8%|▊         | 28/370 [00:06<01:19,  4.31it/s]

  8%|▊         | 29/370 [00:06<01:23,  4.07it/s]

  8%|▊         | 30/370 [00:07<01:24,  4.02it/s]

  8%|▊         | 31/370 [00:07<01:22,  4.11it/s]

  9%|▊         | 32/370 [00:07<01:20,  4.21it/s]

  9%|▉         | 33/370 [00:07<01:19,  4.22it/s]

  9%|▉         | 34/370 [00:08<01:19,  4.22it/s]

  9%|▉         | 35/370 [00:08<01:23,  4.00it/s]

 10%|▉         | 36/370 [00:08<01:22,  4.03it/s]

 10%|█         | 37/370 [00:08<01:18,  4.23it/s]

 10%|█         | 38/370 [00:08<01:18,  4.22it/s]

 11%|█         | 39/370 [00:09<01:15,  4.36it/s]

 11%|█         | 40/370 [00:09<01:17,  4.26it/s]

 11%|█         | 41/370 [00:09<01:15,  4.35it/s]

 11%|█▏        | 42/370 [00:09<01:18,  4.16it/s]

 12%|█▏        | 43/370 [00:10<01:19,  4.12it/s]

 12%|█▏        | 44/370 [00:10<01:16,  4.26it/s]

 12%|█▏        | 45/370 [00:10<01:24,  3.84it/s]

 12%|█▏        | 46/370 [00:11<01:28,  3.66it/s]

 13%|█▎        | 47/370 [00:11<01:32,  3.49it/s]

 13%|█▎        | 48/370 [00:11<01:32,  3.49it/s]

 13%|█▎        | 49/370 [00:11<01:24,  3.81it/s]

 14%|█▎        | 50/370 [00:12<01:16,  4.21it/s]

 14%|█▍        | 51/370 [00:12<01:18,  4.05it/s]

 14%|█▍        | 52/370 [00:12<01:12,  4.37it/s]

 14%|█▍        | 53/370 [00:12<01:18,  4.05it/s]

 15%|█▍        | 54/370 [00:12<01:13,  4.33it/s]

 15%|█▍        | 55/370 [00:13<01:15,  4.19it/s]

 15%|█▌        | 56/370 [00:13<01:13,  4.28it/s]

 15%|█▌        | 57/370 [00:13<01:05,  4.75it/s]

 16%|█▌        | 58/370 [00:13<01:10,  4.44it/s]

 16%|█▌        | 59/370 [00:14<01:08,  4.51it/s]

 16%|█▌        | 60/370 [00:14<01:05,  4.76it/s]

 16%|█▋        | 61/370 [00:14<01:04,  4.81it/s]

 17%|█▋        | 62/370 [00:14<01:06,  4.65it/s]

 17%|█▋        | 63/370 [00:14<01:08,  4.45it/s]

 17%|█▋        | 64/370 [00:15<01:07,  4.54it/s]

 18%|█▊        | 65/370 [00:15<01:11,  4.29it/s]

 18%|█▊        | 66/370 [00:15<01:07,  4.50it/s]

 18%|█▊        | 67/370 [00:15<01:08,  4.40it/s]

 18%|█▊        | 68/370 [00:16<01:14,  4.08it/s]

 19%|█▊        | 69/370 [00:16<01:10,  4.28it/s]

 19%|█▉        | 70/370 [00:16<01:06,  4.49it/s]

 19%|█▉        | 71/370 [00:16<01:09,  4.32it/s]

 19%|█▉        | 72/370 [00:16<01:03,  4.71it/s]

 20%|█▉        | 73/370 [00:17<01:03,  4.67it/s]

 20%|██        | 74/370 [00:17<01:05,  4.50it/s]

 20%|██        | 75/370 [00:17<01:06,  4.41it/s]

 21%|██        | 76/370 [00:17<01:03,  4.64it/s]

 21%|██        | 77/370 [00:18<01:08,  4.29it/s]

 21%|██        | 78/370 [00:18<01:08,  4.28it/s]

 21%|██▏       | 79/370 [00:18<01:06,  4.37it/s]

 22%|██▏       | 80/370 [00:18<01:05,  4.41it/s]

 22%|██▏       | 81/370 [00:18<01:03,  4.56it/s]

 22%|██▏       | 82/370 [00:19<01:03,  4.57it/s]

 22%|██▏       | 83/370 [00:19<01:03,  4.49it/s]

 23%|██▎       | 84/370 [00:19<01:08,  4.20it/s]

 23%|██▎       | 85/370 [00:19<01:04,  4.43it/s]

 23%|██▎       | 86/370 [00:20<01:02,  4.52it/s]

 24%|██▎       | 87/370 [00:20<01:00,  4.66it/s]

 24%|██▍       | 88/370 [00:20<01:05,  4.33it/s]

 24%|██▍       | 89/370 [00:20<01:05,  4.29it/s]

 24%|██▍       | 90/370 [00:21<01:03,  4.39it/s]

 25%|██▍       | 91/370 [00:21<01:01,  4.52it/s]

 25%|██▍       | 92/370 [00:21<01:03,  4.36it/s]

 25%|██▌       | 93/370 [00:21<01:05,  4.20it/s]

 25%|██▌       | 94/370 [00:21<01:05,  4.24it/s]

 26%|██▌       | 95/370 [00:22<01:10,  3.92it/s]

 26%|██▌       | 96/370 [00:22<01:09,  3.92it/s]

 26%|██▌       | 97/370 [00:22<01:06,  4.08it/s]

 26%|██▋       | 98/370 [00:22<01:04,  4.22it/s]

 27%|██▋       | 99/370 [00:23<01:02,  4.31it/s]

 27%|██▋       | 100/370 [00:23<01:03,  4.25it/s]

 27%|██▋       | 101/370 [00:23<01:01,  4.40it/s]

 28%|██▊       | 102/370 [00:23<00:58,  4.57it/s]

 28%|██▊       | 103/370 [00:24<00:55,  4.83it/s]

 28%|██▊       | 104/370 [00:24<01:01,  4.35it/s]

 28%|██▊       | 105/370 [00:24<00:59,  4.47it/s]

 29%|██▊       | 106/370 [00:24<01:01,  4.29it/s]

 29%|██▉       | 107/370 [00:25<01:01,  4.29it/s]

 29%|██▉       | 108/370 [00:25<00:59,  4.42it/s]

 29%|██▉       | 109/370 [00:25<01:01,  4.23it/s]

 30%|██▉       | 110/370 [00:25<00:58,  4.47it/s]

 30%|███       | 111/370 [00:25<00:57,  4.52it/s]

 30%|███       | 112/370 [00:26<01:00,  4.27it/s]

 31%|███       | 113/370 [00:26<01:01,  4.21it/s]

 31%|███       | 114/370 [00:26<00:58,  4.39it/s]

 31%|███       | 115/370 [00:26<01:00,  4.21it/s]

 31%|███▏      | 116/370 [00:27<01:03,  4.00it/s]

 32%|███▏      | 117/370 [00:27<01:06,  3.81it/s]

 32%|███▏      | 118/370 [00:27<01:04,  3.88it/s]

 32%|███▏      | 119/370 [00:27<01:02,  3.99it/s]

 32%|███▏      | 120/370 [00:28<01:00,  4.16it/s]

 33%|███▎      | 121/370 [00:28<00:58,  4.29it/s]

 33%|███▎      | 122/370 [00:28<00:59,  4.15it/s]

 33%|███▎      | 123/370 [00:28<00:56,  4.41it/s]

 34%|███▎      | 124/370 [00:28<00:51,  4.80it/s]

 34%|███▍      | 125/370 [00:29<00:53,  4.55it/s]

 34%|███▍      | 126/370 [00:29<00:53,  4.57it/s]

 34%|███▍      | 127/370 [00:29<00:55,  4.37it/s]

 35%|███▍      | 128/370 [00:29<00:56,  4.28it/s]

 35%|███▍      | 129/370 [00:30<01:00,  3.96it/s]

 35%|███▌      | 130/370 [00:30<01:01,  3.91it/s]

 35%|███▌      | 131/370 [00:30<01:03,  3.77it/s]

 36%|███▌      | 132/370 [00:31<01:01,  3.85it/s]

 36%|███▌      | 133/370 [00:31<00:59,  3.99it/s]

 36%|███▌      | 134/370 [00:31<00:58,  4.06it/s]

 36%|███▋      | 135/370 [00:31<00:58,  3.99it/s]

 37%|███▋      | 136/370 [00:31<00:57,  4.07it/s]

 37%|███▋      | 137/370 [00:32<01:00,  3.82it/s]

 37%|███▋      | 138/370 [00:32<00:59,  3.93it/s]

 38%|███▊      | 139/370 [00:32<00:55,  4.13it/s]

 38%|███▊      | 140/370 [00:32<00:52,  4.38it/s]

 38%|███▊      | 141/370 [00:33<00:55,  4.13it/s]

 38%|███▊      | 142/370 [00:33<00:56,  4.06it/s]

 39%|███▊      | 143/370 [00:33<00:54,  4.15it/s]

 39%|███▉      | 144/370 [00:33<00:56,  4.02it/s]

 39%|███▉      | 145/370 [00:34<00:59,  3.77it/s]

 39%|███▉      | 146/370 [00:34<00:56,  3.99it/s]

 40%|███▉      | 147/370 [00:34<00:55,  4.05it/s]

 40%|████      | 148/370 [00:34<00:56,  3.92it/s]

 40%|████      | 149/370 [00:35<00:54,  4.06it/s]

 41%|████      | 150/370 [00:35<00:49,  4.42it/s]

 41%|████      | 151/370 [00:35<00:47,  4.63it/s]

 41%|████      | 152/370 [00:35<00:47,  4.55it/s]

 41%|████▏     | 153/370 [00:36<00:50,  4.32it/s]

 42%|████▏     | 154/370 [00:36<00:50,  4.24it/s]

 42%|████▏     | 155/370 [00:36<00:50,  4.29it/s]

 42%|████▏     | 156/370 [00:36<00:51,  4.12it/s]

 42%|████▏     | 157/370 [00:37<00:52,  4.06it/s]

 43%|████▎     | 158/370 [00:37<00:52,  4.05it/s]

 43%|████▎     | 159/370 [00:37<00:48,  4.31it/s]

 43%|████▎     | 160/370 [00:37<00:49,  4.25it/s]

 44%|████▎     | 161/370 [00:37<00:49,  4.23it/s]

 44%|████▍     | 162/370 [00:38<00:49,  4.17it/s]

 44%|████▍     | 163/370 [00:38<00:47,  4.38it/s]

 44%|████▍     | 164/370 [00:38<00:46,  4.40it/s]

 45%|████▍     | 165/370 [00:38<00:51,  4.00it/s]

 45%|████▍     | 166/370 [00:39<00:50,  4.03it/s]

 45%|████▌     | 167/370 [00:39<00:51,  3.96it/s]

 45%|████▌     | 168/370 [00:39<00:50,  4.03it/s]

 46%|████▌     | 169/370 [00:39<00:49,  4.08it/s]

 46%|████▌     | 170/370 [00:40<00:50,  4.00it/s]

 46%|████▌     | 171/370 [00:40<00:51,  3.84it/s]

 46%|████▋     | 172/370 [00:40<00:47,  4.16it/s]

 47%|████▋     | 173/370 [00:40<00:43,  4.56it/s]

 47%|████▋     | 174/370 [00:41<00:46,  4.25it/s]

 47%|████▋     | 175/370 [00:41<00:44,  4.36it/s]

 48%|████▊     | 176/370 [00:41<00:42,  4.51it/s]

 48%|████▊     | 177/370 [00:41<00:45,  4.21it/s]

 48%|████▊     | 178/370 [00:42<00:44,  4.36it/s]

 48%|████▊     | 179/370 [00:42<00:44,  4.26it/s]

 49%|████▊     | 180/370 [00:42<00:41,  4.61it/s]

 49%|████▉     | 181/370 [00:42<00:42,  4.50it/s]

 49%|████▉     | 182/370 [00:42<00:42,  4.45it/s]

 49%|████▉     | 183/370 [00:43<00:45,  4.11it/s]

 50%|████▉     | 184/370 [00:43<00:45,  4.08it/s]

 50%|█████     | 185/370 [00:43<00:43,  4.24it/s]

 50%|█████     | 186/370 [00:43<00:47,  3.88it/s]

 51%|█████     | 187/370 [00:44<00:47,  3.84it/s]

 51%|█████     | 188/370 [00:44<00:47,  3.83it/s]

 51%|█████     | 189/370 [00:44<00:48,  3.72it/s]

 51%|█████▏    | 190/370 [00:45<00:48,  3.75it/s]

 52%|█████▏    | 191/370 [00:45<00:45,  3.93it/s]

 52%|█████▏    | 192/370 [00:45<00:47,  3.79it/s]

 52%|█████▏    | 193/370 [00:45<00:47,  3.71it/s]

 52%|█████▏    | 194/370 [00:46<00:42,  4.10it/s]

 53%|█████▎    | 195/370 [00:46<00:43,  4.04it/s]

 53%|█████▎    | 196/370 [00:46<00:41,  4.16it/s]

 53%|█████▎    | 197/370 [00:46<00:42,  4.07it/s]

 54%|█████▎    | 198/370 [00:47<00:45,  3.79it/s]

 54%|█████▍    | 199/370 [00:47<00:45,  3.79it/s]

 54%|█████▍    | 200/370 [00:47<00:44,  3.79it/s]

 54%|█████▍    | 201/370 [00:47<00:44,  3.83it/s]

 55%|█████▍    | 202/370 [00:48<00:43,  3.84it/s]

 55%|█████▍    | 203/370 [00:48<00:41,  4.05it/s]

 55%|█████▌    | 204/370 [00:48<00:42,  3.87it/s]

 55%|█████▌    | 205/370 [00:48<00:39,  4.15it/s]

 56%|█████▌    | 206/370 [00:49<00:41,  4.00it/s]

 56%|█████▌    | 207/370 [00:49<00:41,  3.96it/s]

 56%|█████▌    | 208/370 [00:49<00:44,  3.63it/s]

 56%|█████▋    | 209/370 [00:49<00:43,  3.73it/s]

 57%|█████▋    | 210/370 [00:50<00:45,  3.53it/s]

 57%|█████▋    | 211/370 [00:50<00:45,  3.46it/s]

 57%|█████▋    | 212/370 [00:50<00:46,  3.40it/s]

 58%|█████▊    | 213/370 [00:51<00:45,  3.44it/s]

 58%|█████▊    | 214/370 [00:51<00:42,  3.71it/s]

 58%|█████▊    | 215/370 [00:51<00:41,  3.76it/s]

 58%|█████▊    | 216/370 [00:51<00:39,  3.91it/s]

 59%|█████▊    | 217/370 [00:52<00:38,  4.02it/s]

 59%|█████▉    | 218/370 [00:52<00:35,  4.24it/s]

 59%|█████▉    | 219/370 [00:52<00:36,  4.11it/s]

 59%|█████▉    | 220/370 [00:52<00:36,  4.13it/s]

 60%|█████▉    | 221/370 [00:53<00:37,  3.98it/s]

 60%|██████    | 222/370 [00:53<00:36,  4.11it/s]

 60%|██████    | 223/370 [00:53<00:37,  3.93it/s]

 61%|██████    | 224/370 [00:53<00:39,  3.66it/s]

 61%|██████    | 225/370 [00:54<00:42,  3.38it/s]

 61%|██████    | 226/370 [00:54<00:40,  3.52it/s]

 61%|██████▏   | 227/370 [00:54<00:41,  3.42it/s]

 62%|██████▏   | 228/370 [00:55<00:41,  3.42it/s]

 62%|██████▏   | 229/370 [00:55<00:40,  3.44it/s]

 62%|██████▏   | 230/370 [00:55<00:40,  3.46it/s]

 62%|██████▏   | 231/370 [00:55<00:38,  3.59it/s]

 63%|██████▎   | 232/370 [00:56<00:39,  3.45it/s]

 63%|██████▎   | 233/370 [00:56<00:40,  3.40it/s]

 63%|██████▎   | 234/370 [00:56<00:38,  3.52it/s]

 64%|██████▎   | 235/370 [00:57<00:37,  3.63it/s]

 64%|██████▍   | 236/370 [00:57<00:35,  3.78it/s]

 64%|██████▍   | 237/370 [00:57<00:35,  3.75it/s]

 64%|██████▍   | 238/370 [00:57<00:34,  3.80it/s]

 65%|██████▍   | 239/370 [00:58<00:33,  3.85it/s]

 65%|██████▍   | 240/370 [00:58<00:35,  3.71it/s]

 65%|██████▌   | 241/370 [00:58<00:35,  3.67it/s]

 65%|██████▌   | 242/370 [00:58<00:33,  3.78it/s]

 66%|██████▌   | 243/370 [00:59<00:36,  3.47it/s]

 66%|██████▌   | 244/370 [00:59<00:38,  3.25it/s]

 66%|██████▌   | 245/370 [00:59<00:36,  3.41it/s]

 66%|██████▋   | 246/370 [01:00<00:34,  3.57it/s]

 67%|██████▋   | 247/370 [01:00<00:31,  3.91it/s]

 67%|██████▋   | 248/370 [01:00<00:29,  4.09it/s]

 67%|██████▋   | 249/370 [01:00<00:29,  4.04it/s]

 68%|██████▊   | 250/370 [01:01<00:30,  3.89it/s]

 68%|██████▊   | 251/370 [01:01<00:30,  3.95it/s]

 68%|██████▊   | 252/370 [01:01<00:33,  3.55it/s]

 68%|██████▊   | 253/370 [01:01<00:32,  3.60it/s]

 69%|██████▊   | 254/370 [01:02<00:32,  3.59it/s]

 69%|██████▉   | 255/370 [01:02<00:31,  3.60it/s]

 69%|██████▉   | 256/370 [01:02<00:32,  3.50it/s]

 69%|██████▉   | 257/370 [01:03<00:33,  3.39it/s]

 70%|██████▉   | 258/370 [01:03<00:32,  3.42it/s]

 70%|███████   | 259/370 [01:03<00:31,  3.48it/s]

 70%|███████   | 260/370 [01:03<00:29,  3.69it/s]

 71%|███████   | 261/370 [01:04<00:30,  3.59it/s]

 71%|███████   | 262/370 [01:04<00:30,  3.57it/s]

 71%|███████   | 263/370 [01:04<00:31,  3.44it/s]

 71%|███████▏  | 264/370 [01:05<00:32,  3.31it/s]

 72%|███████▏  | 265/370 [01:05<00:30,  3.42it/s]

 72%|███████▏  | 266/370 [01:05<00:30,  3.36it/s]

 72%|███████▏  | 267/370 [01:06<00:31,  3.29it/s]

 72%|███████▏  | 268/370 [01:06<00:30,  3.30it/s]

 73%|███████▎  | 269/370 [01:06<00:31,  3.22it/s]

 73%|███████▎  | 270/370 [01:06<00:30,  3.24it/s]

 73%|███████▎  | 271/370 [01:07<00:31,  3.18it/s]

 74%|███████▎  | 272/370 [01:07<00:29,  3.38it/s]

 74%|███████▍  | 273/370 [01:07<00:28,  3.37it/s]

 74%|███████▍  | 274/370 [01:08<00:27,  3.44it/s]

 74%|███████▍  | 275/370 [01:08<00:27,  3.46it/s]

 75%|███████▍  | 276/370 [01:08<00:27,  3.47it/s]

 75%|███████▍  | 277/370 [01:08<00:27,  3.37it/s]

 75%|███████▌  | 278/370 [01:09<00:28,  3.27it/s]

 75%|███████▌  | 279/370 [01:09<00:27,  3.27it/s]

 76%|███████▌  | 280/370 [01:09<00:27,  3.23it/s]

 76%|███████▌  | 281/370 [01:10<00:26,  3.31it/s]

 76%|███████▌  | 282/370 [01:10<00:26,  3.37it/s]

 76%|███████▋  | 283/370 [01:10<00:25,  3.36it/s]

 77%|███████▋  | 284/370 [01:11<00:26,  3.28it/s]

 77%|███████▋  | 285/370 [01:11<00:27,  3.09it/s]

 77%|███████▋  | 286/370 [01:11<00:27,  3.07it/s]

 78%|███████▊  | 287/370 [01:12<00:26,  3.15it/s]

 78%|███████▊  | 288/370 [01:12<00:25,  3.24it/s]

 78%|███████▊  | 289/370 [01:12<00:23,  3.46it/s]

 78%|███████▊  | 290/370 [01:12<00:24,  3.33it/s]

 79%|███████▊  | 291/370 [01:13<00:24,  3.28it/s]

 79%|███████▉  | 292/370 [01:13<00:22,  3.40it/s]

 79%|███████▉  | 293/370 [01:13<00:23,  3.35it/s]

 79%|███████▉  | 294/370 [01:14<00:22,  3.42it/s]

 80%|███████▉  | 295/370 [01:14<00:22,  3.38it/s]

 80%|████████  | 296/370 [01:14<00:21,  3.44it/s]

 80%|████████  | 297/370 [01:15<00:21,  3.34it/s]

 81%|████████  | 298/370 [01:15<00:22,  3.18it/s]

 81%|████████  | 299/370 [01:15<00:21,  3.29it/s]

 81%|████████  | 300/370 [01:15<00:20,  3.33it/s]

 81%|████████▏ | 301/370 [01:16<00:21,  3.22it/s]

 82%|████████▏ | 302/370 [01:16<00:20,  3.36it/s]

 82%|████████▏ | 303/370 [01:16<00:19,  3.37it/s]

 82%|████████▏ | 304/370 [01:17<00:19,  3.37it/s]

 82%|████████▏ | 305/370 [01:17<00:19,  3.26it/s]

 83%|████████▎ | 306/370 [01:17<00:19,  3.29it/s]

 83%|████████▎ | 307/370 [01:18<00:18,  3.39it/s]

 83%|████████▎ | 308/370 [01:18<00:17,  3.46it/s]

 84%|████████▎ | 309/370 [01:18<00:17,  3.46it/s]

 84%|████████▍ | 310/370 [01:18<00:17,  3.36it/s]

 84%|████████▍ | 311/370 [01:19<00:17,  3.31it/s]

 84%|████████▍ | 312/370 [01:19<00:17,  3.31it/s]

 85%|████████▍ | 313/370 [01:19<00:16,  3.36it/s]

 85%|████████▍ | 314/370 [01:20<00:15,  3.57it/s]

 85%|████████▌ | 315/370 [01:20<00:15,  3.62it/s]

 85%|████████▌ | 316/370 [01:20<00:15,  3.55it/s]

 86%|████████▌ | 317/370 [01:20<00:15,  3.46it/s]

 86%|████████▌ | 318/370 [01:21<00:15,  3.31it/s]

 86%|████████▌ | 319/370 [01:21<00:14,  3.45it/s]

 86%|████████▋ | 320/370 [01:21<00:14,  3.48it/s]

 87%|████████▋ | 321/370 [01:22<00:14,  3.49it/s]

 87%|████████▋ | 322/370 [01:22<00:13,  3.58it/s]

 87%|████████▋ | 323/370 [01:22<00:13,  3.57it/s]

 88%|████████▊ | 324/370 [01:22<00:12,  3.67it/s]

 88%|████████▊ | 325/370 [01:23<00:12,  3.61it/s]

 88%|████████▊ | 326/370 [01:23<00:12,  3.51it/s]

 88%|████████▊ | 327/370 [01:23<00:12,  3.43it/s]

 89%|████████▊ | 328/370 [01:24<00:11,  3.66it/s]

 89%|████████▉ | 329/370 [01:24<00:11,  3.72it/s]

 89%|████████▉ | 330/370 [01:24<00:11,  3.56it/s]

 89%|████████▉ | 331/370 [01:24<00:11,  3.46it/s]

 90%|████████▉ | 332/370 [01:25<00:11,  3.29it/s]

 90%|█████████ | 333/370 [01:25<00:10,  3.42it/s]

 90%|█████████ | 334/370 [01:25<00:10,  3.41it/s]

 91%|█████████ | 335/370 [01:26<00:09,  3.54it/s]

 91%|█████████ | 336/370 [01:26<00:09,  3.59it/s]

 91%|█████████ | 337/370 [01:26<00:09,  3.48it/s]

 91%|█████████▏| 338/370 [01:26<00:09,  3.41it/s]

 92%|█████████▏| 339/370 [01:27<00:08,  3.45it/s]

 92%|█████████▏| 340/370 [01:27<00:08,  3.35it/s]

 92%|█████████▏| 341/370 [01:27<00:08,  3.47it/s]

 92%|█████████▏| 342/370 [01:28<00:08,  3.41it/s]

 93%|█████████▎| 343/370 [01:28<00:07,  3.59it/s]

 93%|█████████▎| 344/370 [01:28<00:07,  3.35it/s]

 93%|█████████▎| 345/370 [01:29<00:07,  3.14it/s]

 94%|█████████▎| 346/370 [01:29<00:07,  3.08it/s]

 94%|█████████▍| 347/370 [01:29<00:07,  3.11it/s]

 94%|█████████▍| 348/370 [01:30<00:06,  3.29it/s]

 94%|█████████▍| 349/370 [01:30<00:06,  3.24it/s]

 95%|█████████▍| 350/370 [01:30<00:05,  3.37it/s]

 95%|█████████▍| 351/370 [01:30<00:05,  3.19it/s]

 95%|█████████▌| 352/370 [01:31<00:05,  3.10it/s]

 95%|█████████▌| 353/370 [01:31<00:05,  3.19it/s]

 96%|█████████▌| 354/370 [01:31<00:05,  3.20it/s]

 96%|█████████▌| 355/370 [01:32<00:04,  3.39it/s]

 96%|█████████▌| 356/370 [01:32<00:03,  3.52it/s]

 96%|█████████▋| 357/370 [01:32<00:03,  3.66it/s]

 97%|█████████▋| 358/370 [01:32<00:03,  3.94it/s]

 97%|█████████▋| 359/370 [01:33<00:02,  3.92it/s]

 97%|█████████▋| 360/370 [01:33<00:02,  3.65it/s]

 98%|█████████▊| 361/370 [01:33<00:02,  3.73it/s]

 98%|█████████▊| 362/370 [01:33<00:02,  3.77it/s]

 98%|█████████▊| 363/370 [01:34<00:01,  4.12it/s]

 98%|█████████▊| 364/370 [01:34<00:01,  3.82it/s]

 99%|█████████▊| 365/370 [01:34<00:01,  4.00it/s]

 99%|█████████▉| 366/370 [01:34<00:01,  3.95it/s]

 99%|█████████▉| 367/370 [01:35<00:00,  3.97it/s]

 99%|█████████▉| 368/370 [01:35<00:00,  4.01it/s]

100%|█████████▉| 369/370 [01:35<00:00,  3.81it/s]

100%|██████████| 370/370 [01:35<00:00,  4.09it/s]
                                                        

                                                 

 25%|██▌       | 5000/19900 [2:31:02<5:57:48,  1.44s/it]

100%|██████████| 370/370 [02:02<00:00,  4.09it/s]

                                                 Saving model checkpoint to ./checkpoint-5000
Configuration saved in ./checkpoint-5000/config.json
Model weights saved in ./checkpoint-5000/pytorch_model.bin
Configuration saved in ./checkpoint-5000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-3500] due to args.save_total_limit

 25%|██▌       | 5001/19900 [2:32:23<258:05:18, 62.36s/it]
 25%|██▌       | 5002/19900 [2:32:25<182:19:44, 44.06s/it]
 25%|██▌       | 5003/19900 [2:32:26<129:16:20, 31.24s/it]
 25%|██▌       | 5004/19900 [2:32:27<92:08:51, 22.27s/it] 
 25%|██▌       | 5005/19900 [2:32:29<66:06:45, 15.98s/it]
 25%|██▌       | 5006/19900 [2:32:30<47:51:13, 11.57s/it]
 25%|██▌       | 5007/19900 [2:32:31<35:03:39,  8.48s/it]
 25%|██▌       | 5008/19900 [2:32:32<26:02:07,  6.29s/it]
 25%|██▌       | 5009/19900 [2:32:34<19:43:37,  4.77s/it]
 25%|██▌       | 5010/19900 [2:32:35<15:19:19,  3.70s/it]
 25%|██▌       | 5011/19900 [2:32:36<12:13:45,  2.96s/it]
 25%|██▌       | 5012/19900 [2:32:37<10:02:35,  2.43s/it]
 25%|██▌       | 5013/19900 [2:32:38<8:33:21,  2.07s/it] 
 25%|██▌       | 5014/19900 [2:32:40<7:28:31,  1.81s/it]
 25%|██▌       | 5015/19900 [2:32:41<6:39:27,  1.61s/it]
 25%|██▌       | 5016/19900 [2:32:42<6:03:16,  1.46s/it]
 25%|██▌       | 5017/19900 [2:32:43<5:40:41,  1.37s/it]
 25%|██▌       | 5018/19900 [2:32:44<5:21:21,  1.30s/it]
 25%|██▌       | 5019/19900 [2:32:45<5:08:49,  1.25s/it]
 25%|██▌       | 5020/19900 [2:32:46<4:52:00,  1.18s/it]
 25%|██▌       | 5021/19900 [2:32:47<4:38:43,  1.12s/it]
 25%|██▌       | 5022/19900 [2:32:48<4:31:52,  1.10s/it]
 25%|██▌       | 5023/19900 [2:32:49<4:20:02,  1.05s/it]
 25%|██▌       | 5024/19900 [2:32:50<4:08:38,  1.00s/it]
 25%|██▌       | 5025/19900 [2:32:53<5:48:47,  1.41s/it]
 25%|██▌       | 5026/19900 [2:32:55<6:44:31,  1.63s/it]
 25%|██▌       | 5027/19900 [2:32:57<7:13:51,  1.75s/it]
 25%|██▌       | 5028/19900 [2:32:59<7:26:56,  1.80s/it]
 25%|██▌       | 5029/19900 [2:33:01<7:31:45,  1.82s/it]
 25%|██▌       | 5030/19900 [2:33:02<7:27:24,  1.81s/it]
 25%|██▌       | 5031/19900 [2:33:04<7:23:23,  1.79s/it]
 25%|██▌       | 5032/19900 [2:33:06<7:16:07,  1.76s/it]
 25%|██▌       | 5033/19900 [2:33:07<7:08:51,  1.73s/it]
 25%|██▌       | 5034/19900 [2:33:09<7:06:18,  1.72s/it]
 25%|██▌       | 5035/19900 [2:33:11<6:59:21,  1.69s/it]
 25%|██▌       | 5036/19900 [2:33:12<6:55:15,  1.68s/it]
 25%|██▌       | 5037/19900 [2:33:14<6:50:13,  1.66s/it]
 25%|██▌       | 5038/19900 [2:33:16<6:41:30,  1.62s/it]
 25%|██▌       | 5039/19900 [2:33:17<6:36:17,  1.60s/it]
 25%|██▌       | 5040/19900 [2:33:19<6:32:54,  1.59s/it]
 25%|██▌       | 5041/19900 [2:33:20<6:28:12,  1.57s/it]
 25%|██▌       | 5042/19900 [2:33:22<6:22:43,  1.55s/it]
 25%|██▌       | 5043/19900 [2:33:23<6:17:36,  1.52s/it]
 25%|██▌       | 5044/19900 [2:33:25<6:12:39,  1.51s/it]
 25%|██▌       | 5045/19900 [2:33:26<6:12:26,  1.50s/it]
 25%|██▌       | 5046/19900 [2:33:28<6:09:26,  1.49s/it]
 25%|██▌       | 5047/19900 [2:33:29<6:06:15,  1.48s/it]
 25%|██▌       | 5048/19900 [2:33:30<6:02:02,  1.46s/it]
 25%|██▌       | 5049/19900 [2:33:32<5:57:51,  1.45s/it]
 25%|██▌       | 5050/19900 [2:33:33<5:55:41,  1.44s/it]
 25%|██▌       | 5051/19900 [2:33:35<5:56:58,  1.44s/it]
 25%|██▌       | 5052/19900 [2:33:36<5:52:30,  1.42s/it]
 25%|██▌       | 5053/19900 [2:33:37<5:44:31,  1.39s/it]
 25%|██▌       | 5054/19900 [2:33:39<5:36:23,  1.36s/it]
 25%|██▌       | 5055/19900 [2:33:40<5:31:54,  1.34s/it]
 25%|██▌       | 5056/19900 [2:33:41<5:27:59,  1.33s/it]
 25%|██▌       | 5057/19900 [2:33:43<5:22:28,  1.30s/it]
 25%|██▌       | 5058/19900 [2:33:44<5:17:10,  1.28s/it]
 25%|██▌       | 5059/19900 [2:33:45<5:12:11,  1.26s/it]
 25%|██▌       | 5060/19900 [2:33:46<5:08:21,  1.25s/it]
 25%|██▌       | 5061/19900 [2:33:47<5:03:29,  1.23s/it]
 25%|██▌       | 5062/19900 [2:33:49<4:59:40,  1.21s/it]
 25%|██▌       | 5063/19900 [2:33:50<4:54:54,  1.19s/it]
 25%|██▌       | 5064/19900 [2:33:51<4:51:10,  1.18s/it]
 25%|██▌       | 5065/19900 [2:33:52<4:49:51,  1.17s/it]
 25%|██▌       | 5066/19900 [2:33:53<4:48:46,  1.17s/it]
 25%|██▌       | 5067/19900 [2:33:54<4:40:40,  1.14s/it]
 25%|██▌       | 5068/19900 [2:33:55<4:36:19,  1.12s/it]
 25%|██▌       | 5069/19900 [2:33:56<4:29:26,  1.09s/it]
 25%|██▌       | 5070/19900 [2:33:57<4:23:16,  1.07s/it]
 25%|██▌       | 5071/19900 [2:33:58<4:17:53,  1.04s/it]
 25%|██▌       | 5072/19900 [2:33:59<4:09:25,  1.01s/it]
 25%|██▌       | 5073/19900 [2:34:00<4:02:36,  1.02it/s]
 25%|██▌       | 5074/19900 [2:34:03<5:44:53,  1.40s/it]
 26%|██▌       | 5075/19900 [2:34:05<6:40:12,  1.62s/it]
 26%|██▌       | 5076/19900 [2:34:07<7:05:16,  1.72s/it]
 26%|██▌       | 5077/19900 [2:34:09<7:19:11,  1.78s/it]
 26%|██▌       | 5078/19900 [2:34:10<7:23:39,  1.80s/it]
 26%|██▌       | 5079/19900 [2:34:12<7:19:55,  1.78s/it]
 26%|██▌       | 5080/19900 [2:34:14<7:12:51,  1.75s/it]
 26%|██▌       | 5081/19900 [2:34:16<7:07:11,  1.73s/it]
 26%|██▌       | 5082/19900 [2:34:17<7:04:45,  1.72s/it]
 26%|██▌       | 5083/19900 [2:34:19<6:58:40,  1.70s/it]
 26%|██▌       | 5084/19900 [2:34:21<6:57:57,  1.69s/it]
 26%|██▌       | 5085/19900 [2:34:22<6:52:32,  1.67s/it]
 26%|██▌       | 5086/19900 [2:34:24<6:46:08,  1.64s/it]
 26%|██▌       | 5087/19900 [2:34:25<6:39:54,  1.62s/it]
 26%|██▌       | 5088/19900 [2:34:27<6:34:11,  1.60s/it]
 26%|██▌       | 5089/19900 [2:34:28<6:33:17,  1.59s/it]
 26%|██▌       | 5090/19900 [2:34:30<6:31:50,  1.59s/it]
 26%|██▌       | 5091/19900 [2:34:32<6:26:03,  1.56s/it]
 26%|██▌       | 5092/19900 [2:34:33<6:19:52,  1.54s/it]
 26%|██▌       | 5093/19900 [2:34:34<6:14:15,  1.52s/it]
 26%|██▌       | 5094/19900 [2:34:36<6:09:39,  1.50s/it]
 26%|██▌       | 5095/19900 [2:34:37<6:10:50,  1.50s/it]
 26%|██▌       | 5096/19900 [2:34:39<5:59:04,  1.46s/it]
 26%|██▌       | 5097/19900 [2:34:40<5:48:44,  1.41s/it]
 26%|██▌       | 5098/19900 [2:34:41<5:41:12,  1.38s/it]
 26%|██▌       | 5099/19900 [2:34:43<5:36:58,  1.37s/it]
 26%|██▌       | 5100/19900 [2:34:44<5:37:39,  1.37s/it]
                                                        

 26%|██▌       | 5100/19900 [2:34:44<5:37:39,  1.37s/it]
 26%|██▌       | 5101/19900 [2:34:45<5:33:15,  1.35s/it]
 26%|██▌       | 5102/19900 [2:34:47<5:28:54,  1.33s/it]
 26%|██▌       | 5103/19900 [2:34:48<5:23:18,  1.31s/it]
 26%|██▌       | 5104/19900 [2:34:49<5:20:12,  1.30s/it]
 26%|██▌       | 5105/19900 [2:34:51<5:22:56,  1.31s/it]
 26%|██▌       | 5106/19900 [2:34:52<5:20:52,  1.30s/it]
 26%|██▌       | 5107/19900 [2:34:53<5:15:28,  1.28s/it]
 26%|██▌       | 5108/19900 [2:34:54<5:10:26,  1.26s/it]
 26%|██▌       | 5109/19900 [2:34:56<5:07:14,  1.25s/it]
 26%|██▌       | 5110/19900 [2:34:57<5:03:50,  1.23s/it]
 26%|██▌       | 5111/19900 [2:34:58<5:01:08,  1.22s/it]
 26%|██▌       | 5112/19900 [2:34:59<4:58:44,  1.21s/it]
 26%|██▌       | 5113/19900 [2:35:00<4:58:05,  1.21s/it]
 26%|██▌       | 5114/19900 [2:35:01<4:50:55,  1.18s/it]
 26%|██▌       | 5115/19900 [2:35:03<4:45:56,  1.16s/it]
 26%|██▌       | 5116/19900 [2:35:04<4:37:35,  1.13s/it]
 26%|██▌       | 5117/19900 [2:35:05<4:35:36,  1.12s/it]
 26%|██▌       | 5118/19900 [2:35:06<4:30:42,  1.10s/it]
 26%|██▌       | 5119/19900 [2:35:07<4:22:35,  1.07s/it]
 26%|██▌       | 5120/19900 [2:35:08<4:16:40,  1.04s/it]
 26%|██▌       | 5121/19900 [2:35:09<4:10:40,  1.02s/it]
 26%|██▌       | 5122/19900 [2:35:10<4:00:15,  1.03it/s]
 26%|██▌       | 5123/19900 [2:35:12<5:37:32,  1.37s/it]
 26%|██▌       | 5124/19900 [2:35:14<6:29:39,  1.58s/it]
 26%|██▌       | 5125/19900 [2:35:16<6:56:59,  1.69s/it]
 26%|██▌       | 5126/19900 [2:35:18<7:07:24,  1.74s/it]
 26%|██▌       | 5127/19900 [2:35:20<7:17:27,  1.78s/it]
 26%|██▌       | 5128/19900 [2:35:21<7:17:51,  1.78s/it]
 26%|██▌       | 5129/19900 [2:35:23<7:14:44,  1.77s/it]
 26%|██▌       | 5130/19900 [2:35:25<7:12:16,  1.76s/it]
 26%|██▌       | 5131/19900 [2:35:26<7:06:36,  1.73s/it]
 26%|██▌       | 5132/19900 [2:35:28<6:59:57,  1.71s/it]
 26%|██▌       | 5133/19900 [2:35:30<6:54:11,  1.68s/it]
 26%|██▌       | 5134/19900 [2:35:31<6:51:13,  1.67s/it]
 26%|██▌       | 5135/19900 [2:35:33<6:44:21,  1.64s/it]
 26%|██▌       | 5136/19900 [2:35:35<6:37:11,  1.61s/it]
 26%|██▌       | 5137/19900 [2:35:36<6:29:19,  1.58s/it]
 26%|██▌       | 5138/19900 [2:35:38<6:20:55,  1.55s/it]
 26%|██▌       | 5139/19900 [2:35:39<6:16:49,  1.53s/it]
 26%|██▌       | 5140/19900 [2:35:40<6:13:46,  1.52s/it]
 26%|██▌       | 5141/19900 [2:35:42<6:14:03,  1.52s/it]
 26%|██▌       | 5142/19900 [2:35:43<6:10:10,  1.50s/it]
 26%|██▌       | 5143/19900 [2:35:45<6:09:03,  1.50s/it]
 26%|██▌       | 5144/19900 [2:35:46<6:04:31,  1.48s/it]
 26%|██▌       | 5145/19900 [2:35:48<5:59:30,  1.46s/it]
 26%|██▌       | 5146/19900 [2:35:49<5:55:49,  1.45s/it]
 26%|██▌       | 5147/19900 [2:35:51<5:56:25,  1.45s/it]
 26%|██▌       | 5148/19900 [2:35:52<5:54:28,  1.44s/it]
 26%|██▌       | 5149/19900 [2:35:53<5:47:04,  1.41s/it]
 26%|██▌       | 5150/19900 [2:35:55<5:42:34,  1.39s/it]
 26%|██▌       | 5151/19900 [2:35:56<5:37:53,  1.37s/it]
 26%|██▌       | 5152/19900 [2:35:57<5:33:57,  1.36s/it]
 26%|██▌       | 5153/19900 [2:35:59<5:26:16,  1.33s/it]
 26%|██▌       | 5154/19900 [2:36:00<5:21:13,  1.31s/it]
 26%|██▌       | 5155/19900 [2:36:01<5:17:37,  1.29s/it]
 26%|██▌       | 5156/19900 [2:36:02<5:14:57,  1.28s/it]
 26%|██▌       | 5157/19900 [2:36:04<5:13:14,  1.27s/it]
 26%|██▌       | 5158/19900 [2:36:05<5:07:05,  1.25s/it]
 26%|██▌       | 5159/19900 [2:36:06<5:00:36,  1.22s/it]
 26%|██▌       | 5160/19900 [2:36:07<4:55:24,  1.20s/it]
 26%|██▌       | 5161/19900 [2:36:08<4:54:26,  1.20s/it]
 26%|██▌       | 5162/19900 [2:36:10<4:50:58,  1.18s/it]
 26%|██▌       | 5163/19900 [2:36:11<4:43:25,  1.15s/it]
 26%|██▌       | 5164/19900 [2:36:12<4:39:54,  1.14s/it]
 26%|██▌       | 5165/19900 [2:36:13<4:33:46,  1.11s/it]
 26%|██▌       | 5166/19900 [2:36:14<4:29:31,  1.10s/it]
 26%|██▌       | 5167/19900 [2:36:15<4:23:59,  1.08s/it]
 26%|██▌       | 5168/19900 [2:36:16<4:20:32,  1.06s/it]
 26%|██▌       | 5169/19900 [2:36:17<4:14:03,  1.03s/it]
 26%|██▌       | 5170/19900 [2:36:18<4:06:39,  1.00s/it]
 26%|██▌       | 5171/19900 [2:36:19<3:57:56,  1.03it/s]
 26%|██▌       | 5172/19900 [2:36:21<5:02:25,  1.23s/it]
 26%|██▌       | 5173/19900 [2:36:22<5:19:45,  1.30s/it]
 26%|██▌       | 5174/19900 [2:36:23<5:12:20,  1.27s/it]
 26%|██▌       | 5175/19900 [2:36:26<7:05:00,  1.73s/it]
 26%|██▌       | 5176/19900 [2:36:28<7:30:14,  1.83s/it]
 26%|██▌       | 5177/19900 [2:36:30<7:40:02,  1.87s/it]
 26%|██▌       | 5178/19900 [2:36:32<7:42:43,  1.89s/it]
 26%|██▌       | 5179/19900 [2:36:34<7:37:44,  1.87s/it]
 26%|██▌       | 5180/19900 [2:36:36<7:31:43,  1.84s/it]
 26%|██▌       | 5181/19900 [2:36:37<7:22:18,  1.80s/it]
 26%|██▌       | 5182/19900 [2:36:39<7:18:35,  1.79s/it]
 26%|██▌       | 5183/19900 [2:36:41<7:05:57,  1.74s/it]
 26%|██▌       | 5184/19900 [2:36:42<7:05:49,  1.74s/it]
 26%|██▌       | 5185/19900 [2:36:44<6:56:58,  1.70s/it]
 26%|██▌       | 5186/19900 [2:36:46<6:50:43,  1.67s/it]
 26%|██▌       | 5187/19900 [2:36:47<6:42:34,  1.64s/it]
 26%|██▌       | 5188/19900 [2:36:49<6:37:46,  1.62s/it]
 26%|██▌       | 5189/19900 [2:36:50<6:37:16,  1.62s/it]
 26%|██▌       | 5190/19900 [2:36:52<6:30:34,  1.59s/it]
 26%|██▌       | 5191/19900 [2:36:53<6:23:32,  1.56s/it]
 26%|██▌       | 5192/19900 [2:36:55<6:21:06,  1.55s/it]
 26%|██▌       | 5193/19900 [2:36:56<6:17:14,  1.54s/it]
 26%|██▌       | 5194/19900 [2:36:58<6:10:15,  1.51s/it]
 26%|██▌       | 5195/19900 [2:36:59<6:04:26,  1.49s/it]
 26%|██▌       | 5196/19900 [2:37:01<5:53:56,  1.44s/it]
 26%|██▌       | 5197/19900 [2:37:02<5:51:10,  1.43s/it]
 26%|██▌       | 5198/19900 [2:37:04<5:53:12,  1.44s/it]
 26%|██▌       | 5199/19900 [2:37:05<5:50:40,  1.43s/it]
 26%|██▌       | 5200/19900 [2:37:06<5:43:29,  1.40s/it]
                                                        

 26%|██▌       | 5200/19900 [2:37:06<5:43:29,  1.40s/it]
 26%|██▌       | 5201/19900 [2:37:08<5:40:04,  1.39s/it]
 26%|██▌       | 5202/19900 [2:37:09<5:33:33,  1.36s/it]
 26%|██▌       | 5203/19900 [2:37:10<5:27:14,  1.34s/it]
 26%|██▌       | 5204/19900 [2:37:11<5:20:08,  1.31s/it]
 26%|██▌       | 5205/19900 [2:37:13<5:17:26,  1.30s/it]
 26%|██▌       | 5206/19900 [2:37:14<5:12:01,  1.27s/it]
 26%|██▌       | 5207/19900 [2:37:15<5:07:01,  1.25s/it]
 26%|██▌       | 5208/19900 [2:37:16<5:03:18,  1.24s/it]
 26%|██▌       | 5209/19900 [2:37:18<4:58:05,  1.22s/it]
 26%|██▌       | 5210/19900 [2:37:19<4:53:44,  1.20s/it]
 26%|██▌       | 5211/19900 [2:37:20<4:56:07,  1.21s/it]
 26%|██▌       | 5212/19900 [2:37:21<4:55:56,  1.21s/it]
 26%|██▌       | 5213/19900 [2:37:22<4:52:03,  1.19s/it]
 26%|██▌       | 5214/19900 [2:37:23<4:46:42,  1.17s/it]
 26%|██▌       | 5215/19900 [2:37:25<4:40:58,  1.15s/it]
 26%|██▌       | 5216/19900 [2:37:26<4:36:14,  1.13s/it]
 26%|██▌       | 5217/19900 [2:37:27<4:29:36,  1.10s/it]
 26%|██▌       | 5218/19900 [2:37:28<4:26:20,  1.09s/it]
 26%|██▌       | 5219/19900 [2:37:29<4:21:11,  1.07s/it]
 26%|██▌       | 5220/19900 [2:37:30<4:14:54,  1.04s/it]
 26%|██▌       | 5221/19900 [2:37:31<4:08:43,  1.02s/it]
 26%|██▌       | 5222/19900 [2:37:32<4:04:37,  1.00it/s]
 26%|██▌       | 5223/19900 [2:37:33<3:54:57,  1.04it/s]
 26%|██▋       | 5224/19900 [2:37:35<5:32:50,  1.36s/it]
 26%|██▋       | 5225/19900 [2:37:37<6:32:58,  1.61s/it]
 26%|██▋       | 5226/19900 [2:37:39<7:01:09,  1.72s/it]
 26%|██▋       | 5227/19900 [2:37:41<7:14:17,  1.78s/it]
 26%|██▋       | 5228/19900 [2:37:43<7:17:49,  1.79s/it]
 26%|██▋       | 5229/19900 [2:37:44<7:15:12,  1.78s/it]
 26%|██▋       | 5230/19900 [2:37:46<7:11:06,  1.76s/it]
 26%|██▋       | 5231/19900 [2:37:48<7:06:30,  1.74s/it]
 26%|██▋       | 5232/19900 [2:37:50<7:01:36,  1.72s/it]
 26%|██▋       | 5233/19900 [2:37:51<6:57:26,  1.71s/it]
 26%|██▋       | 5234/19900 [2:37:53<6:53:18,  1.69s/it]
 26%|██▋       | 5235/19900 [2:37:54<6:47:39,  1.67s/it]
 26%|██▋       | 5236/19900 [2:37:56<6:39:45,  1.64s/it]
 26%|██▋       | 5237/19900 [2:37:58<6:35:19,  1.62s/it]
 26%|██▋       | 5238/19900 [2:37:59<6:30:08,  1.60s/it]
 26%|██▋       | 5239/19900 [2:38:01<6:24:49,  1.57s/it]
 26%|██▋       | 5240/19900 [2:38:02<6:22:01,  1.56s/it]
 26%|██▋       | 5241/19900 [2:38:04<6:16:35,  1.54s/it]
 26%|██▋       | 5242/19900 [2:38:05<6:11:01,  1.52s/it]
 26%|██▋       | 5243/19900 [2:38:07<6:05:26,  1.50s/it]
 26%|██▋       | 5244/19900 [2:38:08<6:00:01,  1.47s/it]
 26%|██▋       | 5245/19900 [2:38:09<5:55:21,  1.45s/it]
 26%|██▋       | 5246/19900 [2:38:11<5:51:18,  1.44s/it]
 26%|██▋       | 5247/19900 [2:38:12<5:51:51,  1.44s/it]
 26%|██▋       | 5248/19900 [2:38:14<5:46:45,  1.42s/it]
 26%|██▋       | 5249/19900 [2:38:15<5:41:27,  1.40s/it]
 26%|██▋       | 5250/19900 [2:38:16<5:34:38,  1.37s/it]
 26%|██▋       | 5251/19900 [2:38:18<5:28:11,  1.34s/it]
 26%|██▋       | 5252/19900 [2:38:19<5:23:02,  1.32s/it]
 26%|██▋       | 5253/19900 [2:38:20<5:17:26,  1.30s/it]
 26%|██▋       | 5254/19900 [2:38:21<5:16:29,  1.30s/it]
 26%|██▋       | 5255/19900 [2:38:23<5:14:04,  1.29s/it]
 26%|██▋       | 5256/19900 [2:38:24<5:12:52,  1.28s/it]
 26%|██▋       | 5257/19900 [2:38:25<5:10:30,  1.27s/it]
 26%|██▋       | 5258/19900 [2:38:26<5:03:48,  1.24s/it]
 26%|██▋       | 5259/19900 [2:38:28<5:00:00,  1.23s/it]
 26%|██▋       | 5260/19900 [2:38:29<4:55:45,  1.21s/it]
 26%|██▋       | 5261/19900 [2:38:30<4:47:56,  1.18s/it]
 26%|██▋       | 5262/19900 [2:38:31<4:44:58,  1.17s/it]
 26%|██▋       | 5263/19900 [2:38:32<4:47:15,  1.18s/it]
 26%|██▋       | 5264/19900 [2:38:33<4:41:28,  1.15s/it]
 26%|██▋       | 5265/19900 [2:38:34<4:37:57,  1.14s/it]
 26%|██▋       | 5266/19900 [2:38:35<4:29:38,  1.11s/it]
 26%|██▋       | 5267/19900 [2:38:36<4:26:03,  1.09s/it]
 26%|██▋       | 5268/19900 [2:38:38<4:24:27,  1.08s/it]
 26%|██▋       | 5269/19900 [2:38:39<4:25:18,  1.09s/it]
 26%|██▋       | 5270/19900 [2:38:40<4:21:13,  1.07s/it]
 26%|██▋       | 5271/19900 [2:38:41<4:14:48,  1.05s/it]
 26%|██▋       | 5272/19900 [2:38:41<3:56:58,  1.03it/s]
 26%|██▋       | 5273/19900 [2:38:44<5:37:10,  1.38s/it]
 27%|██▋       | 5274/19900 [2:38:46<6:20:22,  1.56s/it]
 27%|██▋       | 5275/19900 [2:38:48<6:51:03,  1.69s/it]
 27%|██▋       | 5276/19900 [2:38:50<7:05:59,  1.75s/it]
 27%|██▋       | 5277/19900 [2:38:51<7:11:45,  1.77s/it]
 27%|██▋       | 5278/19900 [2:38:53<7:15:55,  1.79s/it]
 27%|██▋       | 5279/19900 [2:38:55<7:10:41,  1.77s/it]
 27%|██▋       | 5280/19900 [2:38:57<7:03:32,  1.74s/it]
 27%|██▋       | 5281/19900 [2:38:58<6:58:34,  1.72s/it]
 27%|██▋       | 5282/19900 [2:39:00<6:54:10,  1.70s/it]
 27%|██▋       | 5283/19900 [2:39:02<6:48:59,  1.68s/it]
 27%|██▋       | 5284/19900 [2:39:03<6:46:34,  1.67s/it]
 27%|██▋       | 5285/19900 [2:39:05<6:39:49,  1.64s/it]
 27%|██▋       | 5286/19900 [2:39:06<6:32:09,  1.61s/it]
 27%|██▋       | 5287/19900 [2:39:08<6:35:56,  1.63s/it]
 27%|██▋       | 5288/19900 [2:39:10<6:27:48,  1.59s/it]
 27%|██▋       | 5289/19900 [2:39:11<6:21:23,  1.57s/it]
 27%|██▋       | 5290/19900 [2:39:13<6:18:53,  1.56s/it]
 27%|██▋       | 5291/19900 [2:39:14<6:12:15,  1.53s/it]
 27%|██▋       | 5292/19900 [2:39:16<6:09:02,  1.52s/it]
 27%|██▋       | 5293/19900 [2:39:17<6:07:13,  1.51s/it]
 27%|██▋       | 5294/19900 [2:39:19<6:02:04,  1.49s/it]
 27%|██▋       | 5295/19900 [2:39:20<6:00:23,  1.48s/it]
 27%|██▋       | 5296/19900 [2:39:21<5:57:28,  1.47s/it]
 27%|██▋       | 5297/19900 [2:39:23<5:59:06,  1.48s/it]
 27%|██▋       | 5298/19900 [2:39:24<5:58:59,  1.48s/it]
 27%|██▋       | 5299/19900 [2:39:26<5:52:27,  1.45s/it]
 27%|██▋       | 5300/19900 [2:39:27<5:42:41,  1.41s/it]
                                                        

 27%|██▋       | 5300/19900 [2:39:27<5:42:41,  1.41s/it]
 27%|██▋       | 5301/19900 [2:39:28<5:40:40,  1.40s/it]
 27%|██▋       | 5302/19900 [2:39:30<5:33:37,  1.37s/it]
 27%|██▋       | 5303/19900 [2:39:31<5:37:41,  1.39s/it]
 27%|██▋       | 5304/19900 [2:39:32<5:29:13,  1.35s/it]
 27%|██▋       | 5305/19900 [2:39:34<5:22:27,  1.33s/it]
 27%|██▋       | 5306/19900 [2:39:35<5:17:00,  1.30s/it]
 27%|██▋       | 5307/19900 [2:39:36<5:12:29,  1.28s/it]
 27%|██▋       | 5308/19900 [2:39:37<5:06:22,  1.26s/it]
 27%|██▋       | 5309/19900 [2:39:39<5:06:19,  1.26s/it]
 27%|██▋       | 5310/19900 [2:39:40<5:02:04,  1.24s/it]
 27%|██▋       | 5311/19900 [2:39:41<4:58:03,  1.23s/it]
 27%|██▋       | 5312/19900 [2:39:42<4:56:49,  1.22s/it]
 27%|██▋       | 5313/19900 [2:39:44<4:57:48,  1.22s/it]
 27%|██▋       | 5314/19900 [2:39:45<4:47:30,  1.18s/it]
 27%|██▋       | 5315/19900 [2:39:46<4:42:31,  1.16s/it]
 27%|██▋       | 5316/19900 [2:39:47<4:38:21,  1.15s/it]
 27%|██▋       | 5317/19900 [2:39:48<4:37:30,  1.14s/it]
 27%|██▋       | 5318/19900 [2:39:49<4:23:23,  1.08s/it]
 27%|██▋       | 5319/19900 [2:39:50<4:09:22,  1.03s/it]
 27%|██▋       | 5320/19900 [2:39:51<4:05:57,  1.01s/it]
 27%|██▋       | 5321/19900 [2:39:52<3:54:57,  1.03it/s]
 27%|██▋       | 5322/19900 [2:39:54<5:32:44,  1.37s/it]
 27%|██▋       | 5323/19900 [2:39:56<6:18:51,  1.56s/it]
 27%|██▋       | 5324/19900 [2:39:58<6:41:29,  1.65s/it]
 27%|██▋       | 5325/19900 [2:40:00<6:58:26,  1.72s/it]
 27%|██▋       | 5326/19900 [2:40:02<7:04:10,  1.75s/it]
 27%|██▋       | 5327/19900 [2:40:03<7:07:19,  1.76s/it]
 27%|██▋       | 5328/19900 [2:40:05<7:05:07,  1.75s/it]
 27%|██▋       | 5329/19900 [2:40:07<7:03:42,  1.74s/it]
 27%|██▋       | 5330/19900 [2:40:08<7:01:46,  1.74s/it]
 27%|██▋       | 5331/19900 [2:40:10<7:06:55,  1.76s/it]
 27%|██▋       | 5332/19900 [2:40:12<7:02:01,  1.74s/it]
 27%|██▋       | 5333/19900 [2:40:14<6:59:08,  1.73s/it]
 27%|██▋       | 5334/19900 [2:40:15<6:50:11,  1.69s/it]
 27%|██▋       | 5335/19900 [2:40:17<6:41:26,  1.65s/it]
 27%|██▋       | 5336/19900 [2:40:18<6:33:34,  1.62s/it]
 27%|██▋       | 5337/19900 [2:40:20<6:28:54,  1.60s/it]
 27%|██▋       | 5338/19900 [2:40:21<6:22:27,  1.58s/it]
 27%|██▋       | 5339/19900 [2:40:23<6:15:05,  1.55s/it]
 27%|██▋       | 5340/19900 [2:40:24<6:10:05,  1.53s/it]
 27%|██▋       | 5341/19900 [2:40:26<6:05:59,  1.51s/it]
 27%|██▋       | 5342/19900 [2:40:27<6:00:54,  1.49s/it]
 27%|██▋       | 5343/19900 [2:40:29<5:55:23,  1.46s/it]
 27%|██▋       | 5344/19900 [2:40:30<5:54:18,  1.46s/it]
 27%|██▋       | 5345/19900 [2:40:32<5:49:32,  1.44s/it]
 27%|██▋       | 5346/19900 [2:40:33<5:52:00,  1.45s/it]
 27%|██▋       | 5347/19900 [2:40:35<5:56:01,  1.47s/it]
 27%|██▋       | 5348/19900 [2:40:36<5:47:05,  1.43s/it]
 27%|██▋       | 5349/19900 [2:40:37<5:40:53,  1.41s/it]
 27%|██▋       | 5350/19900 [2:40:39<5:32:32,  1.37s/it]
 27%|██▋       | 5351/19900 [2:40:40<5:26:33,  1.35s/it]
 27%|██▋       | 5352/19900 [2:40:41<5:20:51,  1.32s/it]
 27%|██▋       | 5353/19900 [2:40:42<5:17:44,  1.31s/it]
 27%|██▋       | 5354/19900 [2:40:44<5:15:29,  1.30s/it]
 27%|██▋       | 5355/19900 [2:40:45<5:13:02,  1.29s/it]
 27%|██▋       | 5356/19900 [2:40:46<5:13:13,  1.29s/it]
 27%|██▋       | 5357/19900 [2:40:47<5:06:34,  1.26s/it]
 27%|██▋       | 5358/19900 [2:40:49<5:00:30,  1.24s/it]
 27%|██▋       | 5359/19900 [2:40:50<5:01:43,  1.25s/it]
 27%|██▋       | 5360/19900 [2:40:51<4:57:05,  1.23s/it]
 27%|██▋       | 5361/19900 [2:40:52<4:52:59,  1.21s/it]
 27%|██▋       | 5362/19900 [2:40:53<4:45:34,  1.18s/it]
 27%|██▋       | 5363/19900 [2:40:54<4:40:43,  1.16s/it]
 27%|██▋       | 5364/19900 [2:40:56<4:35:02,  1.14s/it]
 27%|██▋       | 5365/19900 [2:40:57<4:29:53,  1.11s/it]
 27%|██▋       | 5366/19900 [2:40:58<4:26:32,  1.10s/it]
 27%|██▋       | 5367/19900 [2:40:59<4:21:29,  1.08s/it]
 27%|██▋       | 5368/19900 [2:41:00<4:13:49,  1.05s/it]
 27%|██▋       | 5369/19900 [2:41:01<4:11:35,  1.04s/it]
 27%|██▋       | 5370/19900 [2:41:02<4:03:02,  1.00s/it]
 27%|██▋       | 5371/19900 [2:41:03<5:01:36,  1.25s/it]
 27%|██▋       | 5372/19900 [2:41:05<5:16:26,  1.31s/it]
 27%|██▋       | 5373/19900 [2:41:06<5:06:24,  1.27s/it]
 27%|██▋       | 5374/19900 [2:41:09<7:01:33,  1.74s/it]
 27%|██▋       | 5375/19900 [2:41:11<7:29:27,  1.86s/it]
 27%|██▋       | 5376/19900 [2:41:13<7:33:39,  1.87s/it]
 27%|██▋       | 5377/19900 [2:41:15<7:33:21,  1.87s/it]
 27%|██▋       | 5378/19900 [2:41:17<7:30:15,  1.86s/it]
 27%|██▋       | 5379/19900 [2:41:18<7:29:39,  1.86s/it]
 27%|██▋       | 5380/19900 [2:41:20<7:25:12,  1.84s/it]
 27%|██▋       | 5381/19900 [2:41:22<7:18:53,  1.81s/it]
 27%|██▋       | 5382/19900 [2:41:24<7:09:21,  1.77s/it]
 27%|██▋       | 5383/19900 [2:41:25<7:02:14,  1.75s/it]
 27%|██▋       | 5384/19900 [2:41:27<6:53:16,  1.71s/it]
 27%|██▋       | 5385/19900 [2:41:29<6:43:15,  1.67s/it]
 27%|██▋       | 5386/19900 [2:41:30<6:37:57,  1.65s/it]
 27%|██▋       | 5387/19900 [2:41:32<6:33:11,  1.63s/it]
 27%|██▋       | 5388/19900 [2:41:33<6:33:33,  1.63s/it]
 27%|██▋       | 5389/19900 [2:41:35<6:30:46,  1.62s/it]
 27%|██▋       | 5390/19900 [2:41:36<6:21:53,  1.58s/it]
 27%|██▋       | 5391/19900 [2:41:38<6:12:58,  1.54s/it]
 27%|██▋       | 5392/19900 [2:41:39<6:12:15,  1.54s/it]
 27%|██▋       | 5393/19900 [2:41:41<6:06:04,  1.51s/it]
 27%|██▋       | 5394/19900 [2:41:42<6:01:13,  1.49s/it]
 27%|██▋       | 5395/19900 [2:41:44<5:59:50,  1.49s/it]
 27%|██▋       | 5396/19900 [2:41:45<5:54:14,  1.47s/it]
 27%|██▋       | 5397/19900 [2:41:47<5:56:25,  1.47s/it]
 27%|██▋       | 5398/19900 [2:41:48<5:51:03,  1.45s/it]
 27%|██▋       | 5399/19900 [2:41:50<5:48:20,  1.44s/it]
 27%|██▋       | 5400/19900 [2:41:51<5:43:51,  1.42s/it]
                                                        

 27%|██▋       | 5400/19900 [2:41:51<5:43:51,  1.42s/it]
 27%|██▋       | 5401/19900 [2:41:52<5:36:49,  1.39s/it]
 27%|██▋       | 5402/19900 [2:41:54<5:30:08,  1.37s/it]
 27%|██▋       | 5403/19900 [2:41:55<5:27:32,  1.36s/it]
 27%|██▋       | 5404/19900 [2:41:56<5:21:02,  1.33s/it]
 27%|██▋       | 5405/19900 [2:41:57<5:15:29,  1.31s/it]
 27%|██▋       | 5406/19900 [2:41:59<5:11:30,  1.29s/it]
 27%|██▋       | 5407/19900 [2:42:00<5:07:22,  1.27s/it]
 27%|██▋       | 5408/19900 [2:42:01<5:03:39,  1.26s/it]
 27%|██▋       | 5409/19900 [2:42:02<5:03:07,  1.26s/it]
 27%|██▋       | 5410/19900 [2:42:04<4:57:13,  1.23s/it]
 27%|██▋       | 5411/19900 [2:42:05<4:52:12,  1.21s/it]
 27%|██▋       | 5412/19900 [2:42:06<4:49:18,  1.20s/it]
 27%|██▋       | 5413/19900 [2:42:07<4:43:23,  1.17s/it]
 27%|██▋       | 5414/19900 [2:42:08<4:36:18,  1.14s/it]
 27%|██▋       | 5415/19900 [2:42:09<4:31:09,  1.12s/it]
 27%|██▋       | 5416/19900 [2:42:10<4:25:17,  1.10s/it]
 27%|██▋       | 5417/19900 [2:42:11<4:20:25,  1.08s/it]
 27%|██▋       | 5418/19900 [2:42:12<4:22:32,  1.09s/it]
 27%|██▋       | 5419/19900 [2:42:13<4:18:16,  1.07s/it]
 27%|██▋       | 5420/19900 [2:42:14<4:11:03,  1.04s/it]
 27%|██▋       | 5421/19900 [2:42:15<4:02:00,  1.00s/it]
 27%|██▋       | 5422/19900 [2:42:16<3:52:21,  1.04it/s]
 27%|██▋       | 5423/19900 [2:42:19<5:43:25,  1.42s/it]
 27%|██▋       | 5424/19900 [2:42:21<6:34:37,  1.64s/it]
 27%|██▋       | 5425/19900 [2:42:23<7:00:13,  1.74s/it]
 27%|██▋       | 5426/19900 [2:42:25<7:16:00,  1.81s/it]
 27%|██▋       | 5427/19900 [2:42:27<7:18:47,  1.82s/it]
 27%|██▋       | 5428/19900 [2:42:28<7:14:17,  1.80s/it]
 27%|██▋       | 5429/19900 [2:42:30<7:09:55,  1.78s/it]
 27%|██▋       | 5430/19900 [2:42:32<7:05:11,  1.76s/it]
 27%|██▋       | 5431/19900 [2:42:34<7:05:30,  1.76s/it]
 27%|██▋       | 5432/19900 [2:42:35<6:57:29,  1.73s/it]
 27%|██▋       | 5433/19900 [2:42:37<6:48:25,  1.69s/it]
 27%|██▋       | 5434/19900 [2:42:38<6:41:21,  1.66s/it]
 27%|██▋       | 5435/19900 [2:42:40<6:35:29,  1.64s/it]
 27%|██▋       | 5436/19900 [2:42:42<6:28:26,  1.61s/it]
 27%|██▋       | 5437/19900 [2:42:43<6:25:33,  1.60s/it]
 27%|██▋       | 5438/19900 [2:42:45<6:22:28,  1.59s/it]
 27%|██▋       | 5439/19900 [2:42:46<6:20:05,  1.58s/it]
 27%|██▋       | 5440/19900 [2:42:48<6:13:36,  1.55s/it]
 27%|██▋       | 5441/19900 [2:42:49<6:09:34,  1.53s/it]
 27%|██▋       | 5442/19900 [2:42:51<6:08:34,  1.53s/it]
 27%|██▋       | 5443/19900 [2:42:52<6:07:27,  1.53s/it]
 27%|██▋       | 5444/19900 [2:42:54<6:05:04,  1.52s/it]
 27%|██▋       | 5445/19900 [2:42:55<5:58:07,  1.49s/it]
 27%|██▋       | 5446/19900 [2:42:57<5:55:23,  1.48s/it]
 27%|██▋       | 5447/19900 [2:42:58<5:47:56,  1.44s/it]
 27%|██▋       | 5448/19900 [2:42:59<5:47:37,  1.44s/it]
 27%|██▋       | 5449/19900 [2:43:01<5:39:50,  1.41s/it]
 27%|██▋       | 5450/19900 [2:43:02<5:33:20,  1.38s/it]
 27%|██▋       | 5451/19900 [2:43:03<5:31:29,  1.38s/it]
 27%|██▋       | 5452/19900 [2:43:05<5:23:57,  1.35s/it]
 27%|██▋       | 5453/19900 [2:43:06<5:17:42,  1.32s/it]
 27%|██▋       | 5454/19900 [2:43:07<5:12:33,  1.30s/it]
 27%|██▋       | 5455/19900 [2:43:08<5:08:26,  1.28s/it]
 27%|██▋       | 5456/19900 [2:43:10<5:05:48,  1.27s/it]
 27%|██▋       | 5457/19900 [2:43:11<5:01:20,  1.25s/it]
 27%|██▋       | 5458/19900 [2:43:12<4:58:29,  1.24s/it]
 27%|██▋       | 5459/19900 [2:43:13<4:57:16,  1.24s/it]
 27%|██▋       | 5460/19900 [2:43:14<4:53:15,  1.22s/it]
 27%|██▋       | 5461/19900 [2:43:16<4:49:54,  1.20s/it]
 27%|██▋       | 5462/19900 [2:43:17<4:47:41,  1.20s/it]
 27%|██▋       | 5463/19900 [2:43:18<4:44:53,  1.18s/it]
 27%|██▋       | 5464/19900 [2:43:19<4:40:56,  1.17s/it]
 27%|██▋       | 5465/19900 [2:43:20<4:37:53,  1.16s/it]
 27%|██▋       | 5466/19900 [2:43:21<4:29:50,  1.12s/it]
 27%|██▋       | 5467/19900 [2:43:22<4:28:18,  1.12s/it]
 27%|██▋       | 5468/19900 [2:43:23<4:24:27,  1.10s/it]
 27%|██▋       | 5469/19900 [2:43:25<4:20:56,  1.08s/it]
 27%|██▋       | 5470/19900 [2:43:25<4:11:06,  1.04s/it]
 27%|██▋       | 5471/19900 [2:43:26<4:02:52,  1.01s/it]
 27%|██▋       | 5472/19900 [2:43:29<5:39:35,  1.41s/it]
 28%|██▊       | 5473/19900 [2:43:31<6:28:57,  1.62s/it]
 28%|██▊       | 5474/19900 [2:43:33<6:54:46,  1.73s/it]
 28%|██▊       | 5475/19900 [2:43:35<7:04:25,  1.77s/it]
 28%|██▊       | 5476/19900 [2:43:36<7:06:56,  1.78s/it]
 28%|██▊       | 5477/19900 [2:43:38<7:08:58,  1.78s/it]
 28%|██▊       | 5478/19900 [2:43:40<7:09:27,  1.79s/it]
 28%|██▊       | 5479/19900 [2:43:42<6:59:50,  1.75s/it]
 28%|██▊       | 5480/19900 [2:43:44<7:03:01,  1.76s/it]
 28%|██▊       | 5481/19900 [2:43:45<7:02:57,  1.76s/it]
 28%|██▊       | 5482/19900 [2:43:47<6:55:03,  1.73s/it]
 28%|██▊       | 5483/19900 [2:43:49<6:46:46,  1.69s/it]
 28%|██▊       | 5484/19900 [2:43:50<6:39:23,  1.66s/it]
 28%|██▊       | 5485/19900 [2:43:52<6:33:35,  1.64s/it]
 28%|██▊       | 5486/19900 [2:43:53<6:28:36,  1.62s/it]
 28%|██▊       | 5487/19900 [2:43:55<6:20:06,  1.58s/it]
 28%|██▊       | 5488/19900 [2:43:56<6:16:42,  1.57s/it]
 28%|██▊       | 5489/19900 [2:43:58<6:10:19,  1.54s/it]
 28%|██▊       | 5490/19900 [2:43:59<6:11:24,  1.55s/it]
 28%|██▊       | 5491/19900 [2:44:01<6:03:00,  1.51s/it]
 28%|██▊       | 5492/19900 [2:44:02<5:56:15,  1.48s/it]
 28%|██▊       | 5493/19900 [2:44:04<5:53:08,  1.47s/it]
 28%|██▊       | 5494/19900 [2:44:05<5:49:41,  1.46s/it]
 28%|██▊       | 5495/19900 [2:44:07<5:52:51,  1.47s/it]
 28%|██▊       | 5496/19900 [2:44:08<5:50:24,  1.46s/it]
 28%|██▊       | 5497/19900 [2:44:09<5:47:13,  1.45s/it]
 28%|██▊       | 5498/19900 [2:44:11<5:39:11,  1.41s/it]
 28%|██▊       | 5499/19900 [2:44:12<5:31:58,  1.38s/it]
 28%|██▊       | 5500/19900 [2:44:13<5:27:31,  1.36s/it]
                                                        

 28%|██▊       | 5500/19900 [2:44:13<5:27:31,  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.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 2.475937604904175, 'eval_wer': 0.9810682893847193, 'eval_cer': 0.5088020258955194, 'eval_runtime': 122.6664, 'eval_samples_per_second': 24.114, 'eval_steps_per_second': 3.016, 'epoch': 25.13}
{'loss': 3.5971, 'learning_rate': 6.203631284916201e-05, 'epoch': 25.63}
{'loss': 3.6243, 'learning_rate': 6.161731843575418e-05, 'epoch': 26.13}
{'loss': 3.5803, 'learning_rate': 6.119832402234637e-05, 'epoch': 26.63}
{'loss': 3.5697, 'learning_rate': 6.077932960893854e-05, 'epoch': 27.14}
{'loss': 3.4894, 'learning_rate': 6.03645251396648e-05, 'epoch': 27.64}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.89it/s]

  1%|          | 3/370 [00:00<01:02,  5.90it/s]

  1%|          | 4/370 [00:00<01:17,  4.71it/s]

  1%|▏         | 5/370 [00:00<01:20,  4.55it/s]

  2%|▏         | 6/370 [00:01<01:12,  4.99it/s]

  2%|▏         | 7/370 [00:01<01:21,  4.43it/s]

  2%|▏         | 8/370 [00:01<01:18,  4.58it/s]

  2%|▏         | 9/370 [00:01<01:19,  4.52it/s]

  3%|▎         | 10/370 [00:02<01:18,  4.57it/s]

  3%|▎         | 11/370 [00:02<01:19,  4.50it/s]

  3%|▎         | 12/370 [00:02<01:20,  4.46it/s]

  4%|▎         | 13/370 [00:02<01:20,  4.43it/s]

  4%|▍         | 14/370 [00:03<01:24,  4.21it/s]

  4%|▍         | 15/370 [00:03<01:19,  4.49it/s]

  4%|▍         | 16/370 [00:03<01:20,  4.38it/s]

  5%|▍         | 17/370 [00:03<01:15,  4.67it/s]

  5%|▍         | 18/370 [00:03<01:11,  4.91it/s]

  5%|▌         | 19/370 [00:04<01:15,  4.65it/s]

  5%|▌         | 20/370 [00:04<01:18,  4.43it/s]

  6%|▌         | 21/370 [00:04<01:15,  4.60it/s]

  6%|▌         | 22/370 [00:04<01:11,  4.85it/s]

  6%|▌         | 23/370 [00:04<01:10,  4.90it/s]

  6%|▋         | 24/370 [00:05<01:12,  4.76it/s]

  7%|▋         | 25/370 [00:05<01:15,  4.58it/s]

  7%|▋         | 26/370 [00:05<01:11,  4.81it/s]

  7%|▋         | 27/370 [00:05<01:11,  4.77it/s]

  8%|▊         | 28/370 [00:05<01:13,  4.67it/s]

  8%|▊         | 29/370 [00:06<01:16,  4.44it/s]

  8%|▊         | 30/370 [00:06<01:17,  4.40it/s]

  8%|▊         | 31/370 [00:06<01:16,  4.43it/s]

  9%|▊         | 32/370 [00:06<01:17,  4.36it/s]

  9%|▉         | 33/370 [00:07<01:20,  4.17it/s]

  9%|▉         | 34/370 [00:07<01:19,  4.25it/s]

  9%|▉         | 35/370 [00:07<01:21,  4.09it/s]

 10%|▉         | 36/370 [00:07<01:19,  4.18it/s]

 10%|█         | 37/370 [00:08<01:14,  4.45it/s]

 10%|█         | 38/370 [00:08<01:14,  4.44it/s]

 11%|█         | 39/370 [00:08<01:11,  4.63it/s]

 11%|█         | 40/370 [00:08<01:13,  4.50it/s]

 11%|█         | 41/370 [00:08<01:10,  4.65it/s]

 11%|█▏        | 42/370 [00:09<01:13,  4.48it/s]

 12%|█▏        | 43/370 [00:09<01:14,  4.39it/s]

 12%|█▏        | 44/370 [00:09<01:11,  4.55it/s]

 12%|█▏        | 45/370 [00:09<01:18,  4.16it/s]

 12%|█▏        | 46/370 [00:10<01:14,  4.34it/s]

 13%|█▎        | 47/370 [00:10<01:20,  3.99it/s]

 13%|█▎        | 48/370 [00:10<01:23,  3.83it/s]

 13%|█▎        | 49/370 [00:10<01:16,  4.17it/s]

 14%|█▎        | 50/370 [00:11<01:09,  4.61it/s]

 14%|█▍        | 51/370 [00:11<01:12,  4.38it/s]

 14%|█▍        | 52/370 [00:11<01:08,  4.67it/s]

 14%|█▍        | 53/370 [00:11<01:11,  4.44it/s]

 15%|█▍        | 54/370 [00:11<01:07,  4.66it/s]

 15%|█▍        | 55/370 [00:12<01:13,  4.30it/s]

 15%|█▌        | 56/370 [00:12<01:12,  4.35it/s]

 15%|█▌        | 57/370 [00:12<01:05,  4.81it/s]

 16%|█▌        | 58/370 [00:12<01:09,  4.49it/s]

 16%|█▌        | 59/370 [00:13<01:08,  4.57it/s]

 16%|█▌        | 60/370 [00:13<01:04,  4.79it/s]

 16%|█▋        | 61/370 [00:13<01:04,  4.82it/s]

 17%|█▋        | 62/370 [00:13<01:05,  4.68it/s]

 17%|█▋        | 63/370 [00:13<01:01,  4.99it/s]

 17%|█▋        | 64/370 [00:14<01:01,  4.99it/s]

 18%|█▊        | 65/370 [00:14<01:08,  4.43it/s]

 18%|█▊        | 66/370 [00:14<01:06,  4.60it/s]

 18%|█▊        | 67/370 [00:14<01:07,  4.48it/s]

 18%|█▊        | 68/370 [00:15<01:10,  4.27it/s]

 19%|█▊        | 69/370 [00:15<01:05,  4.59it/s]

 19%|█▉        | 70/370 [00:15<01:03,  4.70it/s]

 19%|█▉        | 71/370 [00:15<01:07,  4.40it/s]

 19%|█▉        | 72/370 [00:15<01:02,  4.79it/s]

 20%|█▉        | 73/370 [00:16<01:02,  4.77it/s]

 20%|██        | 74/370 [00:16<01:05,  4.54it/s]

 20%|██        | 75/370 [00:16<01:07,  4.37it/s]

 21%|██        | 76/370 [00:16<01:04,  4.52it/s]

 21%|██        | 77/370 [00:16<01:01,  4.73it/s]

 21%|██        | 78/370 [00:17<01:03,  4.60it/s]

 21%|██▏       | 79/370 [00:17<01:03,  4.55it/s]

 22%|██▏       | 80/370 [00:17<01:05,  4.41it/s]

 22%|██▏       | 81/370 [00:17<01:06,  4.34it/s]

 22%|██▏       | 82/370 [00:18<01:07,  4.30it/s]

 22%|██▏       | 83/370 [00:18<01:09,  4.16it/s]

 23%|██▎       | 84/370 [00:18<01:09,  4.10it/s]

 23%|██▎       | 85/370 [00:18<01:05,  4.37it/s]

 23%|██▎       | 86/370 [00:19<01:03,  4.48it/s]

 24%|██▎       | 87/370 [00:19<01:00,  4.65it/s]

 24%|██▍       | 88/370 [00:19<01:03,  4.42it/s]

 24%|██▍       | 89/370 [00:19<01:04,  4.36it/s]

 24%|██▍       | 90/370 [00:19<01:02,  4.50it/s]

 25%|██▍       | 91/370 [00:20<01:00,  4.60it/s]

 25%|██▍       | 92/370 [00:20<01:02,  4.44it/s]

 25%|██▌       | 93/370 [00:20<01:05,  4.21it/s]

 25%|██▌       | 94/370 [00:20<01:04,  4.27it/s]

 26%|██▌       | 95/370 [00:21<01:12,  3.80it/s]

 26%|██▌       | 96/370 [00:21<01:11,  3.85it/s]

 26%|██▌       | 97/370 [00:21<01:07,  4.03it/s]

 26%|██▋       | 98/370 [00:21<01:04,  4.22it/s]

 27%|██▋       | 99/370 [00:22<01:02,  4.36it/s]

 27%|██▋       | 100/370 [00:22<00:59,  4.53it/s]

 27%|██▋       | 101/370 [00:22<00:58,  4.61it/s]

 28%|██▊       | 102/370 [00:22<00:57,  4.68it/s]

 28%|██▊       | 103/370 [00:22<00:54,  4.93it/s]

 28%|██▊       | 104/370 [00:23<01:06,  4.02it/s]

 28%|██▊       | 105/370 [00:23<01:02,  4.26it/s]

 29%|██▊       | 106/370 [00:23<01:03,  4.16it/s]

 29%|██▉       | 107/370 [00:23<01:01,  4.29it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.47it/s]

 29%|██▉       | 109/370 [00:24<01:00,  4.34it/s]

 30%|██▉       | 110/370 [00:24<00:57,  4.50it/s]

 30%|███       | 111/370 [00:24<00:58,  4.46it/s]

 30%|███       | 112/370 [00:25<00:59,  4.37it/s]

 31%|███       | 113/370 [00:25<00:58,  4.38it/s]

 31%|███       | 114/370 [00:25<00:56,  4.50it/s]

 31%|███       | 115/370 [00:25<00:59,  4.27it/s]

 31%|███▏      | 116/370 [00:25<01:01,  4.12it/s]

 32%|███▏      | 117/370 [00:26<01:03,  3.95it/s]

 32%|███▏      | 118/370 [00:26<01:04,  3.93it/s]

 32%|███▏      | 119/370 [00:26<01:02,  4.02it/s]

 32%|███▏      | 120/370 [00:26<00:59,  4.20it/s]

 33%|███▎      | 121/370 [00:27<00:57,  4.31it/s]

 33%|███▎      | 122/370 [00:27<00:56,  4.36it/s]

 33%|███▎      | 123/370 [00:27<00:55,  4.45it/s]

 34%|███▎      | 124/370 [00:27<00:51,  4.82it/s]

 34%|███▍      | 125/370 [00:28<00:53,  4.59it/s]

 34%|███▍      | 126/370 [00:28<00:52,  4.63it/s]

 34%|███▍      | 127/370 [00:28<00:55,  4.41it/s]

 35%|███▍      | 128/370 [00:28<00:56,  4.29it/s]

 35%|███▍      | 129/370 [00:29<01:00,  4.01it/s]

 35%|███▌      | 130/370 [00:29<01:00,  3.98it/s]

 35%|███▌      | 131/370 [00:29<01:03,  3.75it/s]

 36%|███▌      | 132/370 [00:29<01:00,  3.92it/s]

 36%|███▌      | 133/370 [00:30<00:59,  4.01it/s]

 36%|███▌      | 134/370 [00:30<00:58,  4.05it/s]

 36%|███▋      | 135/370 [00:30<01:00,  3.91it/s]

 37%|███▋      | 136/370 [00:30<00:59,  3.96it/s]

 37%|███▋      | 137/370 [00:31<00:58,  3.95it/s]

 37%|███▋      | 138/370 [00:31<00:58,  3.97it/s]

 38%|███▊      | 139/370 [00:31<00:56,  4.09it/s]

 38%|███▊      | 140/370 [00:31<00:54,  4.19it/s]

 38%|███▊      | 141/370 [00:32<00:56,  4.03it/s]

 38%|███▊      | 142/370 [00:32<00:58,  3.89it/s]

 39%|███▊      | 143/370 [00:32<00:57,  3.92it/s]

 39%|███▉      | 144/370 [00:32<00:58,  3.88it/s]

 39%|███▉      | 145/370 [00:33<01:00,  3.73it/s]

 39%|███▉      | 146/370 [00:33<00:56,  3.95it/s]

 40%|███▉      | 147/370 [00:33<00:55,  4.01it/s]

 40%|████      | 148/370 [00:33<00:56,  3.90it/s]

 40%|████      | 149/370 [00:34<00:55,  3.97it/s]

 41%|████      | 150/370 [00:34<00:51,  4.29it/s]

 41%|████      | 151/370 [00:34<00:49,  4.43it/s]

 41%|████      | 152/370 [00:34<00:50,  4.28it/s]

 41%|████▏     | 153/370 [00:34<00:51,  4.20it/s]

 42%|████▏     | 154/370 [00:35<00:52,  4.13it/s]

 42%|████▏     | 155/370 [00:35<00:50,  4.25it/s]

 42%|████▏     | 156/370 [00:35<00:52,  4.04it/s]

 42%|████▏     | 157/370 [00:36<00:53,  3.97it/s]

 43%|████▎     | 158/370 [00:36<00:53,  4.00it/s]

 43%|████▎     | 159/370 [00:36<00:49,  4.23it/s]

 43%|████▎     | 160/370 [00:36<00:51,  4.04it/s]

 44%|████▎     | 161/370 [00:36<00:52,  3.99it/s]

 44%|████▍     | 162/370 [00:37<00:53,  3.89it/s]

 44%|████▍     | 163/370 [00:37<00:50,  4.09it/s]

 44%|████▍     | 164/370 [00:37<00:50,  4.09it/s]

 45%|████▍     | 165/370 [00:37<00:52,  3.89it/s]

 45%|████▍     | 166/370 [00:38<00:52,  3.87it/s]

 45%|████▌     | 167/370 [00:38<00:53,  3.82it/s]

 45%|████▌     | 168/370 [00:38<00:50,  4.01it/s]

 46%|████▌     | 169/370 [00:38<00:48,  4.17it/s]

 46%|████▌     | 170/370 [00:39<00:48,  4.16it/s]

 46%|████▌     | 171/370 [00:39<00:49,  4.05it/s]

 46%|████▋     | 172/370 [00:39<00:44,  4.41it/s]

 47%|████▋     | 173/370 [00:39<00:40,  4.87it/s]

 47%|████▋     | 174/370 [00:40<00:42,  4.59it/s]

 47%|████▋     | 175/370 [00:40<00:42,  4.64it/s]

 48%|████▊     | 176/370 [00:40<00:41,  4.72it/s]

 48%|████▊     | 177/370 [00:40<00:43,  4.39it/s]

 48%|████▊     | 178/370 [00:40<00:42,  4.57it/s]

 48%|████▊     | 179/370 [00:41<00:42,  4.50it/s]

 49%|████▊     | 180/370 [00:41<00:41,  4.56it/s]

 49%|████▉     | 181/370 [00:41<00:43,  4.36it/s]

 49%|████▉     | 182/370 [00:41<00:42,  4.45it/s]

 49%|████▉     | 183/370 [00:42<00:44,  4.22it/s]

 50%|████▉     | 184/370 [00:42<00:43,  4.27it/s]

 50%|█████     | 185/370 [00:42<00:42,  4.37it/s]

 50%|█████     | 186/370 [00:42<00:42,  4.35it/s]

 51%|█████     | 187/370 [00:43<00:42,  4.27it/s]

 51%|█████     | 188/370 [00:43<00:42,  4.24it/s]

 51%|█████     | 189/370 [00:43<00:45,  4.01it/s]

 51%|█████▏    | 190/370 [00:43<00:43,  4.16it/s]

 52%|█████▏    | 191/370 [00:43<00:41,  4.33it/s]

 52%|█████▏    | 192/370 [00:44<00:42,  4.19it/s]

 52%|█████▏    | 193/370 [00:44<00:43,  4.08it/s]

 52%|█████▏    | 194/370 [00:44<00:39,  4.47it/s]

 53%|█████▎    | 195/370 [00:44<00:40,  4.34it/s]

 53%|█████▎    | 196/370 [00:45<00:39,  4.37it/s]

 53%|█████▎    | 197/370 [00:45<00:38,  4.44it/s]

 54%|█████▎    | 198/370 [00:45<00:40,  4.29it/s]

 54%|█████▍    | 199/370 [00:45<00:38,  4.39it/s]

 54%|█████▍    | 200/370 [00:46<00:39,  4.29it/s]

 54%|█████▍    | 201/370 [00:46<00:38,  4.37it/s]

 55%|█████▍    | 202/370 [00:46<00:38,  4.40it/s]

 55%|█████▍    | 203/370 [00:46<00:37,  4.48it/s]

 55%|█████▌    | 204/370 [00:47<00:41,  3.96it/s]

 55%|█████▌    | 205/370 [00:47<00:38,  4.25it/s]

 56%|█████▌    | 206/370 [00:47<00:39,  4.11it/s]

 56%|█████▌    | 207/370 [00:47<00:40,  3.99it/s]

 56%|█████▌    | 208/370 [00:48<00:42,  3.81it/s]

 56%|█████▋    | 209/370 [00:48<00:40,  3.94it/s]

 57%|█████▋    | 210/370 [00:48<00:42,  3.72it/s]

 57%|█████▋    | 211/370 [00:48<00:44,  3.55it/s]

 57%|█████▋    | 212/370 [00:49<00:43,  3.66it/s]

 58%|█████▊    | 213/370 [00:49<00:43,  3.62it/s]

 58%|█████▊    | 214/370 [00:49<00:41,  3.80it/s]

 58%|█████▊    | 215/370 [00:49<00:40,  3.83it/s]

 58%|█████▊    | 216/370 [00:50<00:38,  3.96it/s]

 59%|█████▊    | 217/370 [00:50<00:37,  4.06it/s]

 59%|█████▉    | 218/370 [00:50<00:36,  4.19it/s]

 59%|█████▉    | 219/370 [00:50<00:37,  4.06it/s]

 59%|█████▉    | 220/370 [00:51<00:36,  4.10it/s]

 60%|█████▉    | 221/370 [00:51<00:37,  3.97it/s]

 60%|██████    | 222/370 [00:51<00:36,  4.04it/s]

 60%|██████    | 223/370 [00:51<00:39,  3.76it/s]

 61%|██████    | 224/370 [00:52<00:42,  3.47it/s]

 61%|██████    | 225/370 [00:52<00:45,  3.20it/s]

 61%|██████    | 226/370 [00:52<00:43,  3.32it/s]

 61%|██████▏   | 227/370 [00:53<00:43,  3.28it/s]

 62%|██████▏   | 228/370 [00:53<00:43,  3.25it/s]

 62%|██████▏   | 229/370 [00:53<00:42,  3.30it/s]

 62%|██████▏   | 230/370 [00:54<00:41,  3.35it/s]

 62%|██████▏   | 231/370 [00:54<00:40,  3.46it/s]

 63%|██████▎   | 232/370 [00:54<00:42,  3.28it/s]

 63%|██████▎   | 233/370 [00:55<00:42,  3.24it/s]

 63%|██████▎   | 234/370 [00:55<00:40,  3.32it/s]

 64%|██████▎   | 235/370 [00:55<00:38,  3.50it/s]

 64%|██████▍   | 236/370 [00:55<00:36,  3.71it/s]

 64%|██████▍   | 237/370 [00:56<00:37,  3.59it/s]

 64%|██████▍   | 238/370 [00:56<00:37,  3.57it/s]

 65%|██████▍   | 239/370 [00:56<00:35,  3.64it/s]

 65%|██████▍   | 240/370 [00:56<00:37,  3.50it/s]

 65%|██████▌   | 241/370 [00:57<00:36,  3.53it/s]

 65%|██████▌   | 242/370 [00:57<00:36,  3.46it/s]

 66%|██████▌   | 243/370 [00:57<00:38,  3.28it/s]

 66%|██████▌   | 244/370 [00:58<00:40,  3.13it/s]

 66%|██████▌   | 245/370 [00:58<00:37,  3.32it/s]

 66%|██████▋   | 246/370 [00:58<00:35,  3.48it/s]

 67%|██████▋   | 247/370 [00:58<00:31,  3.84it/s]

 67%|██████▋   | 248/370 [00:59<00:30,  4.04it/s]

 67%|██████▋   | 249/370 [00:59<00:30,  4.01it/s]

 68%|██████▊   | 250/370 [00:59<00:31,  3.86it/s]

 68%|██████▊   | 251/370 [00:59<00:30,  3.94it/s]

 68%|██████▊   | 252/370 [01:00<00:33,  3.55it/s]

 68%|██████▊   | 253/370 [01:00<00:32,  3.59it/s]

 69%|██████▊   | 254/370 [01:00<00:32,  3.58it/s]

 69%|██████▉   | 255/370 [01:01<00:31,  3.61it/s]

 69%|██████▉   | 256/370 [01:01<00:32,  3.51it/s]

 69%|██████▉   | 257/370 [01:01<00:33,  3.38it/s]

 70%|██████▉   | 258/370 [01:02<00:32,  3.43it/s]

 70%|███████   | 259/370 [01:02<00:31,  3.49it/s]

 70%|███████   | 260/370 [01:02<00:29,  3.67it/s]

 71%|███████   | 261/370 [01:02<00:30,  3.59it/s]

 71%|███████   | 262/370 [01:03<00:30,  3.57it/s]

 71%|███████   | 263/370 [01:03<00:31,  3.45it/s]

 71%|███████▏  | 264/370 [01:03<00:32,  3.30it/s]

 72%|███████▏  | 265/370 [01:04<00:30,  3.40it/s]

 72%|███████▏  | 266/370 [01:04<00:31,  3.32it/s]

 72%|███████▏  | 267/370 [01:04<00:31,  3.24it/s]

 72%|███████▏  | 268/370 [01:04<00:31,  3.26it/s]

 73%|███████▎  | 269/370 [01:05<00:32,  3.15it/s]

 73%|███████▎  | 270/370 [01:05<00:31,  3.16it/s]

 73%|███████▎  | 271/370 [01:05<00:31,  3.13it/s]

 74%|███████▎  | 272/370 [01:06<00:29,  3.35it/s]

 74%|███████▍  | 273/370 [01:06<00:29,  3.27it/s]

 74%|███████▍  | 274/370 [01:06<00:28,  3.37it/s]

 74%|███████▍  | 275/370 [01:07<00:27,  3.41it/s]

 75%|███████▍  | 276/370 [01:07<00:27,  3.45it/s]

 75%|███████▍  | 277/370 [01:07<00:28,  3.32it/s]

 75%|███████▌  | 278/370 [01:08<00:29,  3.17it/s]

 75%|███████▌  | 279/370 [01:08<00:28,  3.21it/s]

 76%|███████▌  | 280/370 [01:08<00:28,  3.15it/s]

 76%|███████▌  | 281/370 [01:08<00:27,  3.25it/s]

 76%|███████▌  | 282/370 [01:09<00:26,  3.32it/s]

 76%|███████▋  | 283/370 [01:09<00:26,  3.29it/s]

 77%|███████▋  | 284/370 [01:09<00:26,  3.26it/s]

 77%|███████▋  | 285/370 [01:10<00:27,  3.08it/s]

 77%|███████▋  | 286/370 [01:10<00:27,  3.08it/s]

 78%|███████▊  | 287/370 [01:10<00:26,  3.16it/s]

 78%|███████▊  | 288/370 [01:11<00:25,  3.24it/s]

 78%|███████▊  | 289/370 [01:11<00:23,  3.46it/s]

 78%|███████▊  | 290/370 [01:11<00:24,  3.31it/s]

 79%|███████▊  | 291/370 [01:12<00:24,  3.28it/s]

 79%|███████▉  | 292/370 [01:12<00:22,  3.40it/s]

 79%|███████▉  | 293/370 [01:12<00:23,  3.32it/s]

 79%|███████▉  | 294/370 [01:12<00:22,  3.44it/s]

 80%|███████▉  | 295/370 [01:13<00:21,  3.54it/s]

 80%|████████  | 296/370 [01:13<00:21,  3.44it/s]

 80%|████████  | 297/370 [01:13<00:22,  3.32it/s]

 81%|████████  | 298/370 [01:14<00:23,  3.03it/s]

 81%|████████  | 299/370 [01:14<00:22,  3.17it/s]

 81%|████████  | 300/370 [01:14<00:21,  3.24it/s]

 81%|████████▏ | 301/370 [01:15<00:21,  3.15it/s]

 82%|████████▏ | 302/370 [01:15<00:20,  3.31it/s]

 82%|████████▏ | 303/370 [01:15<00:20,  3.31it/s]

 82%|████████▏ | 304/370 [01:15<00:19,  3.36it/s]

 82%|████████▏ | 305/370 [01:16<00:19,  3.28it/s]

 83%|████████▎ | 306/370 [01:16<00:19,  3.31it/s]

 83%|████████▎ | 307/370 [01:16<00:18,  3.40it/s]

 83%|████████▎ | 308/370 [01:17<00:17,  3.47it/s]

 84%|████████▎ | 309/370 [01:17<00:17,  3.47it/s]

 84%|████████▍ | 310/370 [01:17<00:18,  3.33it/s]

 84%|████████▍ | 311/370 [01:18<00:17,  3.32it/s]

 84%|████████▍ | 312/370 [01:18<00:17,  3.32it/s]

 85%|████████▍ | 313/370 [01:18<00:17,  3.34it/s]

 85%|████████▍ | 314/370 [01:18<00:15,  3.58it/s]

 85%|████████▌ | 315/370 [01:19<00:15,  3.64it/s]

 85%|████████▌ | 316/370 [01:19<00:15,  3.59it/s]

 86%|████████▌ | 317/370 [01:19<00:15,  3.51it/s]

 86%|████████▌ | 318/370 [01:20<00:15,  3.30it/s]

 86%|████████▌ | 319/370 [01:20<00:16,  3.16it/s]

 86%|████████▋ | 320/370 [01:20<00:15,  3.19it/s]

 87%|████████▋ | 321/370 [01:21<00:14,  3.30it/s]

 87%|████████▋ | 322/370 [01:21<00:13,  3.45it/s]

 87%|████████▋ | 323/370 [01:21<00:13,  3.48it/s]

 88%|████████▊ | 324/370 [01:21<00:13,  3.54it/s]

 88%|████████▊ | 325/370 [01:22<00:12,  3.54it/s]

 88%|████████▊ | 326/370 [01:22<00:12,  3.47it/s]

 88%|████████▊ | 327/370 [01:22<00:12,  3.34it/s]

 89%|████████▊ | 328/370 [01:22<00:11,  3.61it/s]

 89%|████████▉ | 329/370 [01:23<00:11,  3.69it/s]

 89%|████████▉ | 330/370 [01:23<00:11,  3.55it/s]

 89%|████████▉ | 331/370 [01:23<00:11,  3.49it/s]

 90%|████████▉ | 332/370 [01:24<00:10,  3.51it/s]

 90%|█████████ | 333/370 [01:24<00:10,  3.53it/s]

 90%|█████████ | 334/370 [01:24<00:10,  3.42it/s]

 91%|█████████ | 335/370 [01:24<00:10,  3.49it/s]

 91%|█████████ | 336/370 [01:25<00:09,  3.49it/s]

 91%|█████████ | 337/370 [01:25<00:09,  3.41it/s]

 91%|█████████▏| 338/370 [01:25<00:09,  3.28it/s]

 92%|█████████▏| 339/370 [01:26<00:09,  3.37it/s]

 92%|█████████▏| 340/370 [01:26<00:09,  3.30it/s]

 92%|█████████▏| 341/370 [01:26<00:08,  3.42it/s]

 92%|█████████▏| 342/370 [01:27<00:07,  3.55it/s]

 93%|█████████▎| 343/370 [01:27<00:07,  3.70it/s]

 93%|█████████▎| 344/370 [01:27<00:07,  3.43it/s]

 93%|█████████▎| 345/370 [01:27<00:07,  3.14it/s]

 94%|█████████▎| 346/370 [01:28<00:07,  3.08it/s]

 94%|█████████▍| 347/370 [01:28<00:07,  3.10it/s]

 94%|█████████▍| 348/370 [01:28<00:06,  3.30it/s]

 94%|█████████▍| 349/370 [01:29<00:06,  3.25it/s]

 95%|█████████▍| 350/370 [01:29<00:05,  3.36it/s]

 95%|█████████▍| 351/370 [01:29<00:05,  3.24it/s]

 95%|█████████▌| 352/370 [01:30<00:05,  3.14it/s]

 95%|█████████▌| 353/370 [01:30<00:05,  3.05it/s]

 96%|█████████▌| 354/370 [01:30<00:05,  3.09it/s]

 96%|█████████▌| 355/370 [01:31<00:04,  3.32it/s]

 96%|█████████▌| 356/370 [01:31<00:04,  3.49it/s]

 96%|█████████▋| 357/370 [01:31<00:03,  3.55it/s]

 97%|█████████▋| 358/370 [01:31<00:03,  3.74it/s]

 97%|█████████▋| 359/370 [01:32<00:02,  3.83it/s]

 97%|█████████▋| 360/370 [01:32<00:02,  3.71it/s]

 98%|█████████▊| 361/370 [01:32<00:02,  3.72it/s]

 98%|█████████▊| 362/370 [01:32<00:02,  3.79it/s]

 98%|█████████▊| 363/370 [01:33<00:01,  4.15it/s]

 98%|█████████▊| 364/370 [01:33<00:01,  3.85it/s]

 99%|█████████▊| 365/370 [01:33<00:01,  4.01it/s]

 99%|█████████▉| 366/370 [01:33<00:01,  3.98it/s]

 99%|█████████▉| 367/370 [01:34<00:00,  3.75it/s]

 99%|█████████▉| 368/370 [01:34<00:00,  3.85it/s]

100%|█████████▉| 369/370 [01:34<00:00,  3.83it/s]

100%|██████████| 370/370 [01:34<00:00,  4.11it/s]
                                                        

                                                 

 28%|██▊       | 5500/19900 [2:46:15<5:27:31,  1.36s/it]

100%|██████████| 370/370 [02:01<00:00,  4.11it/s]

                                                 Saving model checkpoint to ./checkpoint-5500
Configuration saved in ./checkpoint-5500/config.json
Model weights saved in ./checkpoint-5500/pytorch_model.bin
Configuration saved in ./checkpoint-5500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-4000] due to args.save_total_limit

 28%|██▊       | 5501/19900 [2:47:38<249:32:20, 62.39s/it]
 28%|██▊       | 5502/19900 [2:47:40<176:20:46, 44.09s/it]
 28%|██▊       | 5503/19900 [2:47:41<125:03:08, 31.27s/it]
 28%|██▊       | 5504/19900 [2:47:42<89:08:09, 22.29s/it] 
 28%|██▊       | 5505/19900 [2:47:44<63:55:10, 15.99s/it]
 28%|██▊       | 5506/19900 [2:47:45<46:15:48, 11.57s/it]
 28%|██▊       | 5507/19900 [2:47:46<33:55:05,  8.48s/it]
 28%|██▊       | 5508/19900 [2:47:47<25:14:46,  6.32s/it]
 28%|██▊       | 5509/19900 [2:47:49<19:12:34,  4.81s/it]
 28%|██▊       | 5510/19900 [2:47:50<14:57:09,  3.74s/it]
 28%|██▊       | 5511/19900 [2:47:51<11:59:20,  3.00s/it]
 28%|██▊       | 5512/19900 [2:47:52<9:51:44,  2.47s/it] 
 28%|██▊       | 5513/19900 [2:47:53<8:14:20,  2.06s/it]
 28%|██▊       | 5514/19900 [2:47:55<7:03:17,  1.77s/it]
 28%|██▊       | 5515/19900 [2:47:56<6:10:09,  1.54s/it]
 28%|██▊       | 5516/19900 [2:47:57<5:36:53,  1.41s/it]
 28%|██▊       | 5517/19900 [2:47:58<5:12:15,  1.30s/it]
 28%|██▊       | 5518/19900 [2:47:59<4:51:50,  1.22s/it]
 28%|██▊       | 5519/19900 [2:48:00<4:38:27,  1.16s/it]
 28%|██▊       | 5520/19900 [2:48:01<4:21:45,  1.09s/it]
 28%|██▊       | 5521/19900 [2:48:03<5:58:59,  1.50s/it]
 28%|██▊       | 5522/19900 [2:48:05<6:46:38,  1.70s/it]
 28%|██▊       | 5523/19900 [2:48:07<7:07:25,  1.78s/it]
 28%|██▊       | 5524/19900 [2:48:09<7:21:16,  1.84s/it]
 28%|██▊       | 5525/19900 [2:48:11<7:18:59,  1.83s/it]
 28%|██▊       | 5526/19900 [2:48:13<7:17:04,  1.82s/it]
 28%|██▊       | 5527/19900 [2:48:15<7:17:00,  1.82s/it]
 28%|██▊       | 5528/19900 [2:48:16<7:10:09,  1.80s/it]
 28%|██▊       | 5529/19900 [2:48:18<6:56:06,  1.74s/it]
 28%|██▊       | 5530/19900 [2:48:20<6:47:10,  1.70s/it]
 28%|██▊       | 5531/19900 [2:48:21<6:45:55,  1.69s/it]
 28%|██▊       | 5532/19900 [2:48:23<6:46:04,  1.70s/it]
 28%|██▊       | 5533/19900 [2:48:25<6:39:03,  1.67s/it]
 28%|██▊       | 5534/19900 [2:48:26<6:29:54,  1.63s/it]
 28%|██▊       | 5535/19900 [2:48:28<6:21:02,  1.59s/it]
 28%|██▊       | 5536/19900 [2:48:29<6:18:50,  1.58s/it]
 28%|██▊       | 5537/19900 [2:48:31<6:14:46,  1.57s/it]
 28%|██▊       | 5538/19900 [2:48:32<6:08:41,  1.54s/it]
 28%|██▊       | 5539/19900 [2:48:34<6:06:13,  1.53s/it]
 28%|██▊       | 5540/19900 [2:48:35<6:04:41,  1.52s/it]
 28%|██▊       | 5541/19900 [2:48:37<6:06:47,  1.53s/it]
 28%|██▊       | 5542/19900 [2:48:38<5:58:36,  1.50s/it]
 28%|██▊       | 5543/19900 [2:48:40<5:52:37,  1.47s/it]
 28%|██▊       | 5544/19900 [2:48:41<5:41:52,  1.43s/it]
 28%|██▊       | 5545/19900 [2:48:42<5:33:06,  1.39s/it]
 28%|██▊       | 5546/19900 [2:48:44<5:26:12,  1.36s/it]
 28%|██▊       | 5547/19900 [2:48:45<5:27:28,  1.37s/it]
 28%|██▊       | 5548/19900 [2:48:46<5:20:56,  1.34s/it]
 28%|██▊       | 5549/19900 [2:48:48<5:18:58,  1.33s/it]
 28%|██▊       | 5550/19900 [2:48:49<5:15:23,  1.32s/it]
 28%|██▊       | 5551/19900 [2:48:50<5:12:32,  1.31s/it]
 28%|██▊       | 5552/19900 [2:48:51<5:08:17,  1.29s/it]
 28%|██▊       | 5553/19900 [2:48:53<5:04:08,  1.27s/it]
 28%|██▊       | 5554/19900 [2:48:54<5:05:01,  1.28s/it]
 28%|██▊       | 5555/19900 [2:48:55<5:04:08,  1.27s/it]
 28%|██▊       | 5556/19900 [2:48:56<4:58:02,  1.25s/it]
 28%|██▊       | 5557/19900 [2:48:58<4:57:32,  1.24s/it]
 28%|██▊       | 5558/19900 [2:48:59<4:53:36,  1.23s/it]
 28%|██▊       | 5559/19900 [2:49:00<4:48:48,  1.21s/it]
 28%|██▊       | 5560/19900 [2:49:01<4:44:08,  1.19s/it]
 28%|██▊       | 5561/19900 [2:49:02<4:39:30,  1.17s/it]
 28%|██▊       | 5562/19900 [2:49:03<4:34:44,  1.15s/it]
 28%|██▊       | 5563/19900 [2:49:04<4:22:08,  1.10s/it]
 28%|██▊       | 5564/19900 [2:49:05<4:17:10,  1.08s/it]
 28%|██▊       | 5565/19900 [2:49:06<4:12:54,  1.06s/it]
 28%|██▊       | 5566/19900 [2:49:07<4:07:02,  1.03s/it]
 28%|██▊       | 5567/19900 [2:49:08<3:59:25,  1.00s/it]
 28%|██▊       | 5568/19900 [2:49:09<3:45:25,  1.06it/s]
 28%|██▊       | 5569/19900 [2:49:10<3:51:04,  1.03it/s]
 28%|██▊       | 5570/19900 [2:49:12<4:51:46,  1.22s/it]
 28%|██▊       | 5571/19900 [2:49:13<5:09:02,  1.29s/it]
 28%|██▊       | 5572/19900 [2:49:15<5:06:01,  1.28s/it]
 28%|██▊       | 5573/19900 [2:49:17<6:51:45,  1.72s/it]
 28%|██▊       | 5574/19900 [2:49:19<7:18:00,  1.83s/it]
 28%|██▊       | 5575/19900 [2:49:21<7:28:21,  1.88s/it]
 28%|██▊       | 5576/19900 [2:49:23<7:35:36,  1.91s/it]
 28%|██▊       | 5577/19900 [2:49:25<7:28:22,  1.88s/it]
 28%|██▊       | 5578/19900 [2:49:27<7:20:22,  1.84s/it]
 28%|██▊       | 5579/19900 [2:49:29<7:16:31,  1.83s/it]
 28%|██▊       | 5580/19900 [2:49:31<7:10:18,  1.80s/it]
 28%|██▊       | 5581/19900 [2:49:32<7:03:12,  1.77s/it]
 28%|██▊       | 5582/19900 [2:49:34<6:55:19,  1.74s/it]
 28%|██▊       | 5583/19900 [2:49:36<6:48:08,  1.71s/it]
 28%|██▊       | 5584/19900 [2:49:37<6:39:27,  1.67s/it]
 28%|██▊       | 5585/19900 [2:49:39<6:32:57,  1.65s/it]
 28%|██▊       | 5586/19900 [2:49:40<6:25:02,  1.61s/it]
 28%|██▊       | 5587/19900 [2:49:42<6:23:20,  1.61s/it]
 28%|██▊       | 5588/19900 [2:49:43<6:13:42,  1.57s/it]
 28%|██▊       | 5589/19900 [2:49:45<6:10:14,  1.55s/it]
 28%|██▊       | 5590/19900 [2:49:46<6:04:43,  1.53s/it]
 28%|██▊       | 5591/19900 [2:49:48<5:58:02,  1.50s/it]
 28%|██▊       | 5592/19900 [2:49:49<5:55:18,  1.49s/it]
 28%|██▊       | 5593/19900 [2:49:51<5:53:11,  1.48s/it]
 28%|██▊       | 5594/19900 [2:49:52<5:53:40,  1.48s/it]
 28%|██▊       | 5595/19900 [2:49:54<5:49:21,  1.47s/it]
 28%|██▊       | 5596/19900 [2:49:55<5:46:50,  1.45s/it]
 28%|██▊       | 5597/19900 [2:49:56<5:43:58,  1.44s/it]
 28%|██▊       | 5598/19900 [2:49:58<5:38:19,  1.42s/it]
 28%|██▊       | 5599/19900 [2:49:59<5:35:17,  1.41s/it]
 28%|██▊       | 5600/19900 [2:50:00<5:27:31,  1.37s/it]
                                                        

 28%|██▊       | 5600/19900 [2:50:00<5:27:31,  1.37s/it]
 28%|██▊       | 5601/19900 [2:50:02<5:22:04,  1.35s/it]
 28%|██▊       | 5602/19900 [2:50:03<5:23:54,  1.36s/it]
 28%|██▊       | 5603/19900 [2:50:04<5:19:43,  1.34s/it]
 28%|██▊       | 5604/19900 [2:50:06<5:16:18,  1.33s/it]
 28%|██▊       | 5605/19900 [2:50:07<5:08:14,  1.29s/it]
 28%|██▊       | 5606/19900 [2:50:08<5:03:26,  1.27s/it]
 28%|██▊       | 5607/19900 [2:50:09<5:00:01,  1.26s/it]
 28%|██▊       | 5608/19900 [2:50:11<4:57:55,  1.25s/it]
 28%|██▊       | 5609/19900 [2:50:12<4:53:45,  1.23s/it]
 28%|██▊       | 5610/19900 [2:50:13<4:48:59,  1.21s/it]
 28%|██▊       | 5611/19900 [2:50:14<4:50:40,  1.22s/it]
 28%|██▊       | 5612/19900 [2:50:15<4:45:02,  1.20s/it]
 28%|██▊       | 5613/19900 [2:50:17<4:42:34,  1.19s/it]
 28%|██▊       | 5614/19900 [2:50:18<4:37:54,  1.17s/it]
 28%|██▊       | 5615/19900 [2:50:19<4:37:43,  1.17s/it]
 28%|██▊       | 5616/19900 [2:50:20<4:37:20,  1.16s/it]
 28%|██▊       | 5617/19900 [2:50:21<4:27:18,  1.12s/it]
 28%|██▊       | 5618/19900 [2:50:22<4:20:45,  1.10s/it]
 28%|██▊       | 5619/19900 [2:50:23<4:11:41,  1.06s/it]
 28%|██▊       | 5620/19900 [2:50:24<4:04:00,  1.03s/it]
 28%|██▊       | 5621/19900 [2:50:25<4:02:04,  1.02s/it]
 28%|██▊       | 5622/19900 [2:50:27<5:43:20,  1.44s/it]
 28%|██▊       | 5623/19900 [2:50:29<6:31:50,  1.65s/it]
 28%|██▊       | 5624/19900 [2:50:31<6:54:15,  1.74s/it]
 28%|██▊       | 5625/19900 [2:50:33<7:03:06,  1.78s/it]
 28%|██▊       | 5626/19900 [2:50:35<7:03:52,  1.78s/it]
 28%|██▊       | 5627/19900 [2:50:37<7:00:21,  1.77s/it]
 28%|██▊       | 5628/19900 [2:50:39<6:59:17,  1.76s/it]
 28%|██▊       | 5629/19900 [2:50:40<6:52:45,  1.74s/it]
 28%|██▊       | 5630/19900 [2:50:42<6:46:57,  1.71s/it]
 28%|██▊       | 5631/19900 [2:50:44<6:43:09,  1.70s/it]
 28%|██▊       | 5632/19900 [2:50:45<6:39:45,  1.68s/it]
 28%|██▊       | 5633/19900 [2:50:47<6:35:35,  1.66s/it]
 28%|██▊       | 5634/19900 [2:50:48<6:27:48,  1.63s/it]
 28%|██▊       | 5635/19900 [2:50:50<6:20:56,  1.60s/it]
 28%|██▊       | 5636/19900 [2:50:51<6:18:15,  1.59s/it]
 28%|██▊       | 5637/19900 [2:50:53<6:13:41,  1.57s/it]
 28%|██▊       | 5638/19900 [2:50:55<6:09:25,  1.55s/it]
 28%|██▊       | 5639/19900 [2:50:56<6:08:49,  1.55s/it]
 28%|██▊       | 5640/19900 [2:50:58<6:04:04,  1.53s/it]
 28%|██▊       | 5641/19900 [2:50:59<6:01:40,  1.52s/it]
 28%|██▊       | 5642/19900 [2:51:01<5:58:38,  1.51s/it]
 28%|██▊       | 5643/19900 [2:51:02<5:56:13,  1.50s/it]
 28%|██▊       | 5644/19900 [2:51:04<5:56:06,  1.50s/it]
 28%|██▊       | 5645/19900 [2:51:05<5:50:13,  1.47s/it]
 28%|██▊       | 5646/19900 [2:51:06<5:47:09,  1.46s/it]
 28%|██▊       | 5647/19900 [2:51:08<5:40:15,  1.43s/it]
 28%|██▊       | 5648/19900 [2:51:09<5:36:00,  1.41s/it]
 28%|██▊       | 5649/19900 [2:51:10<5:29:33,  1.39s/it]
 28%|██▊       | 5650/19900 [2:51:12<5:24:32,  1.37s/it]
 28%|██▊       | 5651/19900 [2:51:13<5:18:16,  1.34s/it]
 28%|██▊       | 5652/19900 [2:51:14<5:12:45,  1.32s/it]
 28%|██▊       | 5653/19900 [2:51:16<5:09:06,  1.30s/it]
 28%|██▊       | 5654/19900 [2:51:17<5:04:12,  1.28s/it]
 28%|██▊       | 5655/19900 [2:51:18<5:02:39,  1.27s/it]
 28%|██▊       | 5656/19900 [2:51:19<4:58:05,  1.26s/it]
 28%|██▊       | 5657/19900 [2:51:20<4:54:49,  1.24s/it]
 28%|██▊       | 5658/19900 [2:51:22<4:56:09,  1.25s/it]
 28%|██▊       | 5659/19900 [2:51:23<4:52:05,  1.23s/it]
 28%|██▊       | 5660/19900 [2:51:24<4:47:19,  1.21s/it]
 28%|██▊       | 5661/19900 [2:51:25<4:43:48,  1.20s/it]
 28%|██▊       | 5662/19900 [2:51:26<4:37:40,  1.17s/it]
 28%|██▊       | 5663/19900 [2:51:28<4:37:02,  1.17s/it]
 28%|██▊       | 5664/19900 [2:51:29<4:30:04,  1.14s/it]
 28%|██▊       | 5665/19900 [2:51:30<4:26:09,  1.12s/it]
 28%|██▊       | 5666/19900 [2:51:31<4:20:09,  1.10s/it]
 28%|██▊       | 5667/19900 [2:51:32<4:15:09,  1.08s/it]
 28%|██▊       | 5668/19900 [2:51:33<4:10:45,  1.06s/it]
 28%|██▊       | 5669/19900 [2:51:34<4:03:27,  1.03s/it]
 28%|██▊       | 5670/19900 [2:51:35<3:50:02,  1.03it/s]
 28%|██▊       | 5671/19900 [2:51:37<5:28:56,  1.39s/it]
 29%|██▊       | 5672/19900 [2:51:39<6:24:23,  1.62s/it]
 29%|██▊       | 5673/19900 [2:51:41<6:54:22,  1.75s/it]
 29%|██▊       | 5674/19900 [2:51:43<7:10:05,  1.81s/it]
 29%|██▊       | 5675/19900 [2:51:45<7:11:46,  1.82s/it]
 29%|██▊       | 5676/19900 [2:51:47<7:13:11,  1.83s/it]
 29%|██▊       | 5677/19900 [2:51:49<7:11:10,  1.82s/it]
 29%|██▊       | 5678/19900 [2:51:50<7:10:22,  1.82s/it]
 29%|██▊       | 5679/19900 [2:51:52<7:08:26,  1.81s/it]
 29%|██▊       | 5680/19900 [2:51:54<7:02:59,  1.78s/it]
 29%|██▊       | 5681/19900 [2:51:56<6:59:14,  1.77s/it]
 29%|██▊       | 5682/19900 [2:51:57<6:48:30,  1.72s/it]
 29%|██▊       | 5683/19900 [2:51:59<6:43:05,  1.70s/it]
 29%|██▊       | 5684/19900 [2:52:01<6:41:51,  1.70s/it]
 29%|██▊       | 5685/19900 [2:52:02<6:34:48,  1.67s/it]
 29%|██▊       | 5686/19900 [2:52:04<6:29:19,  1.64s/it]
 29%|██▊       | 5687/19900 [2:52:05<6:26:29,  1.63s/it]
 29%|██▊       | 5688/19900 [2:52:07<6:22:39,  1.62s/it]
 29%|██▊       | 5689/19900 [2:52:08<6:17:48,  1.60s/it]
 29%|██▊       | 5690/19900 [2:52:10<6:10:01,  1.56s/it]
 29%|██▊       | 5691/19900 [2:52:11<6:02:29,  1.53s/it]
 29%|██▊       | 5692/19900 [2:52:13<5:57:49,  1.51s/it]
 29%|██▊       | 5693/19900 [2:52:14<5:52:23,  1.49s/it]
 29%|██▊       | 5694/19900 [2:52:16<5:46:18,  1.46s/it]
 29%|██▊       | 5695/19900 [2:52:17<5:42:35,  1.45s/it]
 29%|██▊       | 5696/19900 [2:52:19<5:39:27,  1.43s/it]
 29%|██▊       | 5697/19900 [2:52:20<5:36:35,  1.42s/it]
 29%|██▊       | 5698/19900 [2:52:21<5:30:17,  1.40s/it]
 29%|██▊       | 5699/19900 [2:52:23<5:35:37,  1.42s/it]
 29%|██▊       | 5700/19900 [2:52:24<5:27:14,  1.38s/it]
                                                        

 29%|██▊       | 5700/19900 [2:52:24<5:27:14,  1.38s/it]
 29%|██▊       | 5701/19900 [2:52:25<5:24:21,  1.37s/it]
 29%|██▊       | 5702/19900 [2:52:27<5:18:43,  1.35s/it]
 29%|██▊       | 5703/19900 [2:52:28<5:17:05,  1.34s/it]
 29%|██▊       | 5704/19900 [2:52:29<5:09:58,  1.31s/it]
 29%|██▊       | 5705/19900 [2:52:31<5:08:36,  1.30s/it]
 29%|██▊       | 5706/19900 [2:52:32<5:05:22,  1.29s/it]
 29%|██▊       | 5707/19900 [2:52:33<5:00:24,  1.27s/it]
 29%|██▊       | 5708/19900 [2:52:34<4:57:17,  1.26s/it]
 29%|██▊       | 5709/19900 [2:52:35<4:50:37,  1.23s/it]
 29%|██▊       | 5710/19900 [2:52:37<4:45:17,  1.21s/it]
 29%|██▊       | 5711/19900 [2:52:38<4:38:21,  1.18s/it]
 29%|██▊       | 5712/19900 [2:52:39<4:34:49,  1.16s/it]
 29%|██▊       | 5713/19900 [2:52:40<4:29:51,  1.14s/it]
 29%|██▊       | 5714/19900 [2:52:41<4:22:50,  1.11s/it]
 29%|██▊       | 5715/19900 [2:52:42<4:17:19,  1.09s/it]
 29%|██▊       | 5716/19900 [2:52:43<4:09:57,  1.06s/it]
 29%|██▊       | 5717/19900 [2:52:44<4:04:14,  1.03s/it]
 29%|██▊       | 5718/19900 [2:52:45<3:57:48,  1.01s/it]
 29%|██▊       | 5719/19900 [2:52:46<3:40:07,  1.07it/s]
 29%|██▊       | 5720/19900 [2:52:48<5:18:02,  1.35s/it]
 29%|██▊       | 5721/19900 [2:52:50<6:07:05,  1.55s/it]
 29%|██▉       | 5722/19900 [2:52:52<6:48:05,  1.73s/it]
 29%|██▉       | 5723/19900 [2:52:54<7:00:52,  1.78s/it]
 29%|██▉       | 5724/19900 [2:52:56<7:01:53,  1.79s/it]
 29%|██▉       | 5725/19900 [2:52:58<6:58:31,  1.77s/it]
 29%|██▉       | 5726/19900 [2:52:59<6:52:28,  1.75s/it]
 29%|██▉       | 5727/19900 [2:53:01<6:46:59,  1.72s/it]
 29%|██▉       | 5728/19900 [2:53:03<6:41:45,  1.70s/it]
 29%|██▉       | 5729/19900 [2:53:04<6:38:09,  1.69s/it]
 29%|██▉       | 5730/19900 [2:53:06<6:33:17,  1.67s/it]
 29%|██▉       | 5731/19900 [2:53:07<6:29:53,  1.65s/it]
 29%|██▉       | 5732/19900 [2:53:09<6:23:04,  1.62s/it]
 29%|██▉       | 5733/19900 [2:53:11<6:18:43,  1.60s/it]
 29%|██▉       | 5734/19900 [2:53:12<6:10:50,  1.57s/it]
 29%|██▉       | 5735/19900 [2:53:14<6:03:20,  1.54s/it]
 29%|██▉       | 5736/19900 [2:53:15<5:57:44,  1.52s/it]
 29%|██▉       | 5737/19900 [2:53:16<5:56:13,  1.51s/it]
 29%|██▉       | 5738/19900 [2:53:18<5:52:39,  1.49s/it]
 29%|██▉       | 5739/19900 [2:53:19<5:48:59,  1.48s/it]
 29%|██▉       | 5740/19900 [2:53:21<5:45:18,  1.46s/it]
 29%|██▉       | 5741/19900 [2:53:22<5:40:54,  1.44s/it]
 29%|██▉       | 5742/19900 [2:53:24<5:39:23,  1.44s/it]
 29%|██▉       | 5743/19900 [2:53:25<5:36:54,  1.43s/it]
 29%|██▉       | 5744/19900 [2:53:26<5:35:15,  1.42s/it]
 29%|██▉       | 5745/19900 [2:53:28<5:33:23,  1.41s/it]
 29%|██▉       | 5746/19900 [2:53:29<5:26:14,  1.38s/it]
 29%|██▉       | 5747/19900 [2:53:30<5:20:22,  1.36s/it]
 29%|██▉       | 5748/19900 [2:53:32<5:15:00,  1.34s/it]
 29%|██▉       | 5749/19900 [2:53:33<5:11:03,  1.32s/it]
 29%|██▉       | 5750/19900 [2:53:34<5:07:36,  1.30s/it]
 29%|██▉       | 5751/19900 [2:53:36<5:05:01,  1.29s/it]
 29%|██▉       | 5752/19900 [2:53:37<5:03:01,  1.29s/it]
 29%|██▉       | 5753/19900 [2:53:38<4:59:04,  1.27s/it]
 29%|██▉       | 5754/19900 [2:53:39<4:55:11,  1.25s/it]
 29%|██▉       | 5755/19900 [2:53:40<4:51:34,  1.24s/it]
 29%|██▉       | 5756/19900 [2:53:42<4:49:00,  1.23s/it]
 29%|██▉       | 5757/19900 [2:53:43<4:45:40,  1.21s/it]
 29%|██▉       | 5758/19900 [2:53:44<4:41:30,  1.19s/it]
 29%|██▉       | 5759/19900 [2:53:45<4:35:43,  1.17s/it]
 29%|██▉       | 5760/19900 [2:53:46<4:32:47,  1.16s/it]
 29%|██▉       | 5761/19900 [2:53:47<4:27:08,  1.13s/it]
 29%|██▉       | 5762/19900 [2:53:48<4:22:17,  1.11s/it]
 29%|██▉       | 5763/19900 [2:53:49<4:15:59,  1.09s/it]
 29%|██▉       | 5764/19900 [2:53:50<4:08:25,  1.05s/it]
 29%|██▉       | 5765/19900 [2:53:51<4:06:13,  1.05s/it]
 29%|██▉       | 5766/19900 [2:53:52<4:00:55,  1.02s/it]
 29%|██▉       | 5767/19900 [2:53:53<3:54:57,  1.00it/s]
 29%|██▉       | 5768/19900 [2:53:54<3:49:30,  1.03it/s]
 29%|██▉       | 5769/19900 [2:53:56<4:45:39,  1.21s/it]
 29%|██▉       | 5770/19900 [2:53:57<5:03:47,  1.29s/it]
 29%|██▉       | 5771/19900 [2:53:59<4:57:32,  1.26s/it]
 29%|██▉       | 5772/19900 [2:54:01<6:46:31,  1.73s/it]
 29%|██▉       | 5773/19900 [2:54:04<7:20:37,  1.87s/it]
 29%|██▉       | 5774/19900 [2:54:06<7:33:27,  1.93s/it]
 29%|██▉       | 5775/19900 [2:54:08<7:39:51,  1.95s/it]
 29%|██▉       | 5776/19900 [2:54:10<7:31:01,  1.92s/it]
 29%|██▉       | 5777/19900 [2:54:11<7:21:06,  1.87s/it]
 29%|██▉       | 5778/19900 [2:54:13<7:12:19,  1.84s/it]
 29%|██▉       | 5779/19900 [2:54:15<7:03:32,  1.80s/it]
 29%|██▉       | 5780/19900 [2:54:17<6:55:32,  1.77s/it]
 29%|██▉       | 5781/19900 [2:54:18<6:48:39,  1.74s/it]
 29%|██▉       | 5782/19900 [2:54:20<6:45:08,  1.72s/it]
 29%|██▉       | 5783/19900 [2:54:21<6:36:55,  1.69s/it]
 29%|██▉       | 5784/19900 [2:54:23<6:30:24,  1.66s/it]
 29%|██▉       | 5785/19900 [2:54:25<6:29:13,  1.65s/it]
 29%|██▉       | 5786/19900 [2:54:26<6:24:27,  1.63s/it]
 29%|██▉       | 5787/19900 [2:54:28<6:19:41,  1.61s/it]
 29%|██▉       | 5788/19900 [2:54:29<6:14:48,  1.59s/it]
 29%|██▉       | 5789/19900 [2:54:31<6:07:57,  1.56s/it]
 29%|██▉       | 5790/19900 [2:54:32<6:02:30,  1.54s/it]
 29%|██▉       | 5791/19900 [2:54:34<5:59:52,  1.53s/it]
 29%|██▉       | 5792/19900 [2:54:35<5:53:50,  1.50s/it]
 29%|██▉       | 5793/19900 [2:54:37<5:53:44,  1.50s/it]
 29%|██▉       | 5794/19900 [2:54:38<5:46:44,  1.47s/it]
 29%|██▉       | 5795/19900 [2:54:40<5:44:21,  1.46s/it]
 29%|██▉       | 5796/19900 [2:54:41<5:38:53,  1.44s/it]
 29%|██▉       | 5797/19900 [2:54:42<5:34:27,  1.42s/it]
 29%|██▉       | 5798/19900 [2:54:44<5:27:25,  1.39s/it]
 29%|██▉       | 5799/19900 [2:54:45<5:25:15,  1.38s/it]
 29%|██▉       | 5800/19900 [2:54:46<5:19:18,  1.36s/it]
                                                        

 29%|██▉       | 5800/19900 [2:54:46<5:19:18,  1.36s/it]
 29%|██▉       | 5801/19900 [2:54:48<5:14:50,  1.34s/it]
 29%|██▉       | 5802/19900 [2:54:49<5:12:00,  1.33s/it]
 29%|██▉       | 5803/19900 [2:54:50<5:08:20,  1.31s/it]
 29%|██▉       | 5804/19900 [2:54:52<5:03:48,  1.29s/it]
 29%|██▉       | 5805/19900 [2:54:53<4:58:30,  1.27s/it]
 29%|██▉       | 5806/19900 [2:54:54<4:56:21,  1.26s/it]
 29%|██▉       | 5807/19900 [2:54:55<4:55:29,  1.26s/it]
 29%|██▉       | 5808/19900 [2:54:57<4:53:11,  1.25s/it]
 29%|██▉       | 5809/19900 [2:54:58<4:46:31,  1.22s/it]
 29%|██▉       | 5810/19900 [2:54:59<4:45:07,  1.21s/it]
 29%|██▉       | 5811/19900 [2:55:00<4:40:31,  1.19s/it]
 29%|██▉       | 5812/19900 [2:55:01<4:34:56,  1.17s/it]
 29%|██▉       | 5813/19900 [2:55:02<4:30:33,  1.15s/it]
 29%|██▉       | 5814/19900 [2:55:03<4:24:21,  1.13s/it]
 29%|██▉       | 5815/19900 [2:55:04<4:18:32,  1.10s/it]
 29%|██▉       | 5816/19900 [2:55:05<4:13:45,  1.08s/it]
 29%|██▉       | 5817/19900 [2:55:06<4:12:19,  1.08s/it]
 29%|██▉       | 5818/19900 [2:55:07<4:10:32,  1.07s/it]
 29%|██▉       | 5819/19900 [2:55:09<4:08:24,  1.06s/it]
 29%|██▉       | 5820/19900 [2:55:10<4:11:40,  1.07s/it]
 29%|██▉       | 5821/19900 [2:55:12<5:45:01,  1.47s/it]
 29%|██▉       | 5822/19900 [2:55:14<6:30:33,  1.66s/it]
 29%|██▉       | 5823/19900 [2:55:16<6:54:46,  1.77s/it]
 29%|██▉       | 5824/19900 [2:55:18<7:05:21,  1.81s/it]
 29%|██▉       | 5825/19900 [2:55:20<7:08:28,  1.83s/it]
 29%|██▉       | 5826/19900 [2:55:22<7:06:29,  1.82s/it]
 29%|██▉       | 5827/19900 [2:55:23<7:01:58,  1.80s/it]
 29%|██▉       | 5828/19900 [2:55:25<6:54:01,  1.77s/it]
 29%|██▉       | 5829/19900 [2:55:27<6:50:41,  1.75s/it]
 29%|██▉       | 5830/19900 [2:55:29<6:45:16,  1.73s/it]
 29%|██▉       | 5831/19900 [2:55:30<6:50:17,  1.75s/it]
 29%|██▉       | 5832/19900 [2:55:32<6:45:24,  1.73s/it]
 29%|██▉       | 5833/19900 [2:55:34<6:42:39,  1.72s/it]
 29%|██▉       | 5834/19900 [2:55:35<6:36:37,  1.69s/it]
 29%|██▉       | 5835/19900 [2:55:37<6:29:36,  1.66s/it]
 29%|██▉       | 5836/19900 [2:55:39<6:27:06,  1.65s/it]
 29%|██▉       | 5837/19900 [2:55:40<6:18:27,  1.61s/it]
 29%|██▉       | 5838/19900 [2:55:42<6:08:26,  1.57s/it]
 29%|██▉       | 5839/19900 [2:55:43<6:04:38,  1.56s/it]
 29%|██▉       | 5840/19900 [2:55:45<5:56:58,  1.52s/it]
 29%|██▉       | 5841/19900 [2:55:46<5:50:39,  1.50s/it]
 29%|██▉       | 5842/19900 [2:55:47<5:48:16,  1.49s/it]
 29%|██▉       | 5843/19900 [2:55:49<5:47:29,  1.48s/it]
 29%|██▉       | 5844/19900 [2:55:50<5:47:28,  1.48s/it]
 29%|██▉       | 5845/19900 [2:55:52<5:42:44,  1.46s/it]
 29%|██▉       | 5846/19900 [2:55:53<5:36:34,  1.44s/it]
 29%|██▉       | 5847/19900 [2:55:55<5:30:35,  1.41s/it]
 29%|██▉       | 5848/19900 [2:55:56<5:29:10,  1.41s/it]
 29%|██▉       | 5849/19900 [2:55:57<5:25:01,  1.39s/it]
 29%|██▉       | 5850/19900 [2:55:59<5:16:22,  1.35s/it]
 29%|██▉       | 5851/19900 [2:56:00<5:13:40,  1.34s/it]
 29%|██▉       | 5852/19900 [2:56:01<5:10:22,  1.33s/it]
 29%|██▉       | 5853/19900 [2:56:02<5:10:13,  1.33s/it]
 29%|██▉       | 5854/19900 [2:56:04<5:06:11,  1.31s/it]
 29%|██▉       | 5855/19900 [2:56:05<5:02:06,  1.29s/it]
 29%|██▉       | 5856/19900 [2:56:06<4:56:28,  1.27s/it]
 29%|██▉       | 5857/19900 [2:56:07<4:51:34,  1.25s/it]
 29%|██▉       | 5858/19900 [2:56:09<4:45:54,  1.22s/it]
 29%|██▉       | 5859/19900 [2:56:10<4:50:32,  1.24s/it]
 29%|██▉       | 5860/19900 [2:56:11<4:48:47,  1.23s/it]
 29%|██▉       | 5861/19900 [2:56:12<4:47:07,  1.23s/it]
 29%|██▉       | 5862/19900 [2:56:13<4:42:36,  1.21s/it]
 29%|██▉       | 5863/19900 [2:56:15<4:33:05,  1.17s/it]
 29%|██▉       | 5864/19900 [2:56:16<4:27:45,  1.14s/it]
 29%|██▉       | 5865/19900 [2:56:17<4:23:11,  1.13s/it]
 29%|██▉       | 5866/19900 [2:56:18<4:14:54,  1.09s/it]
 29%|██▉       | 5867/19900 [2:56:19<4:07:39,  1.06s/it]
 29%|██▉       | 5868/19900 [2:56:20<3:59:11,  1.02s/it]
 29%|██▉       | 5869/19900 [2:56:21<3:50:15,  1.02it/s]
 29%|██▉       | 5870/19900 [2:56:23<5:32:57,  1.42s/it]
 30%|██▉       | 5871/19900 [2:56:25<6:25:26,  1.65s/it]
 30%|██▉       | 5872/19900 [2:56:27<6:52:10,  1.76s/it]
 30%|██▉       | 5873/19900 [2:56:29<7:10:48,  1.84s/it]
 30%|██▉       | 5874/19900 [2:56:31<7:10:13,  1.84s/it]
 30%|██▉       | 5875/19900 [2:56:33<7:06:34,  1.82s/it]
 30%|██▉       | 5876/19900 [2:56:35<6:58:42,  1.79s/it]
 30%|██▉       | 5877/19900 [2:56:36<6:53:05,  1.77s/it]
 30%|██▉       | 5878/19900 [2:56:38<6:49:01,  1.75s/it]
 30%|██▉       | 5879/19900 [2:56:40<6:45:53,  1.74s/it]
 30%|██▉       | 5880/19900 [2:56:41<6:39:18,  1.71s/it]
 30%|██▉       | 5881/19900 [2:56:43<6:34:45,  1.69s/it]
 30%|██▉       | 5882/19900 [2:56:45<6:24:37,  1.65s/it]
 30%|██▉       | 5883/19900 [2:56:46<6:21:57,  1.64s/it]
 30%|██▉       | 5884/19900 [2:56:48<6:16:00,  1.61s/it]
 30%|██▉       | 5885/19900 [2:56:49<6:13:26,  1.60s/it]
 30%|██▉       | 5886/19900 [2:56:51<6:06:44,  1.57s/it]
 30%|██▉       | 5887/19900 [2:56:52<6:05:25,  1.56s/it]
 30%|██▉       | 5888/19900 [2:56:54<6:02:12,  1.55s/it]
 30%|██▉       | 5889/19900 [2:56:55<5:59:46,  1.54s/it]
 30%|██▉       | 5890/19900 [2:56:57<5:50:56,  1.50s/it]
 30%|██▉       | 5891/19900 [2:56:58<5:49:04,  1.50s/it]
 30%|██▉       | 5892/19900 [2:57:00<5:43:39,  1.47s/it]
 30%|██▉       | 5893/19900 [2:57:01<5:39:47,  1.46s/it]
 30%|██▉       | 5894/19900 [2:57:03<5:39:08,  1.45s/it]
 30%|██▉       | 5895/19900 [2:57:04<5:38:12,  1.45s/it]
 30%|██▉       | 5896/19900 [2:57:05<5:34:57,  1.44s/it]
 30%|██▉       | 5897/19900 [2:57:07<5:27:16,  1.40s/it]
 30%|██▉       | 5898/19900 [2:57:08<5:22:07,  1.38s/it]
 30%|██▉       | 5899/19900 [2:57:09<5:15:16,  1.35s/it]
 30%|██▉       | 5900/19900 [2:57:11<5:08:16,  1.32s/it]
                                                        

 30%|██▉       | 5900/19900 [2:57:11<5:08:16,  1.32s/it]
 30%|██▉       | 5901/19900 [2:57:12<5:04:29,  1.31s/it]
 30%|██▉       | 5902/19900 [2:57:13<5:00:27,  1.29s/it]
 30%|██▉       | 5903/19900 [2:57:14<4:56:26,  1.27s/it]
 30%|██▉       | 5904/19900 [2:57:16<4:53:00,  1.26s/it]
 30%|██▉       | 5905/19900 [2:57:17<4:49:36,  1.24s/it]
 30%|██▉       | 5906/19900 [2:57:18<4:44:41,  1.22s/it]
 30%|██▉       | 5907/19900 [2:57:19<4:37:51,  1.19s/it]
 30%|██▉       | 5908/19900 [2:57:20<4:41:15,  1.21s/it]
 30%|██▉       | 5909/19900 [2:57:21<4:40:16,  1.20s/it]
 30%|██▉       | 5910/19900 [2:57:23<4:37:27,  1.19s/it]
 30%|██▉       | 5911/19900 [2:57:24<4:30:19,  1.16s/it]
 30%|██▉       | 5912/19900 [2:57:25<4:26:16,  1.14s/it]
 30%|██▉       | 5913/19900 [2:57:26<4:21:39,  1.12s/it]
 30%|██▉       | 5914/19900 [2:57:27<4:15:34,  1.10s/it]
 30%|██▉       | 5915/19900 [2:57:28<4:10:04,  1.07s/it]
 30%|██▉       | 5916/19900 [2:57:29<4:07:56,  1.06s/it]
 30%|██▉       | 5917/19900 [2:57:30<4:02:14,  1.04s/it]
 30%|██▉       | 5918/19900 [2:57:31<3:55:37,  1.01s/it]
 30%|██▉       | 5919/19900 [2:57:33<5:32:56,  1.43s/it]
 30%|██▉       | 5920/19900 [2:57:35<6:18:09,  1.62s/it]
 30%|██▉       | 5921/19900 [2:57:37<6:40:00,  1.72s/it]
 30%|██▉       | 5922/19900 [2:57:39<6:50:19,  1.76s/it]
 30%|██▉       | 5923/19900 [2:57:41<6:53:42,  1.78s/it]
 30%|██▉       | 5924/19900 [2:57:43<6:51:09,  1.77s/it]
 30%|██▉       | 5925/19900 [2:57:44<6:49:01,  1.76s/it]
 30%|██▉       | 5926/19900 [2:57:46<6:40:42,  1.72s/it]
 30%|██▉       | 5927/19900 [2:57:48<6:32:49,  1.69s/it]
 30%|██▉       | 5928/19900 [2:57:49<6:31:03,  1.68s/it]
 30%|██▉       | 5929/19900 [2:57:51<6:27:47,  1.67s/it]
 30%|██▉       | 5930/19900 [2:57:53<6:21:35,  1.64s/it]
 30%|██▉       | 5931/19900 [2:57:54<6:16:36,  1.62s/it]
 30%|██▉       | 5932/19900 [2:57:56<6:12:49,  1.60s/it]
 30%|██▉       | 5933/19900 [2:57:57<6:08:12,  1.58s/it]
 30%|██▉       | 5934/19900 [2:57:59<6:02:39,  1.56s/it]
 30%|██▉       | 5935/19900 [2:58:00<6:00:44,  1.55s/it]
 30%|██▉       | 5936/19900 [2:58:02<5:55:27,  1.53s/it]
 30%|██▉       | 5937/19900 [2:58:03<5:55:39,  1.53s/it]
 30%|██▉       | 5938/19900 [2:58:05<5:54:21,  1.52s/it]
 30%|██▉       | 5939/19900 [2:58:06<5:52:28,  1.51s/it]
 30%|██▉       | 5940/19900 [2:58:08<5:48:00,  1.50s/it]
 30%|██▉       | 5941/19900 [2:58:09<5:42:19,  1.47s/it]
 30%|██▉       | 5942/19900 [2:58:11<5:41:18,  1.47s/it]
 30%|██▉       | 5943/19900 [2:58:12<5:35:24,  1.44s/it]
 30%|██▉       | 5944/19900 [2:58:13<5:29:25,  1.42s/it]
 30%|██▉       | 5945/19900 [2:58:15<5:21:10,  1.38s/it]
 30%|██▉       | 5946/19900 [2:58:16<5:18:14,  1.37s/it]
 30%|██▉       | 5947/19900 [2:58:17<5:16:35,  1.36s/it]
 30%|██▉       | 5948/19900 [2:58:19<5:10:18,  1.33s/it]
 30%|██▉       | 5949/19900 [2:58:20<5:04:54,  1.31s/it]
 30%|██▉       | 5950/19900 [2:58:21<5:02:36,  1.30s/it]
 30%|██▉       | 5951/19900 [2:58:22<4:59:51,  1.29s/it]
 30%|██▉       | 5952/19900 [2:58:24<4:59:16,  1.29s/it]
 30%|██▉       | 5953/19900 [2:58:25<4:56:02,  1.27s/it]
 30%|██▉       | 5954/19900 [2:58:26<4:50:06,  1.25s/it]
 30%|██▉       | 5955/19900 [2:58:27<4:51:33,  1.25s/it]
 30%|██▉       | 5956/19900 [2:58:29<4:44:34,  1.22s/it]
 30%|██▉       | 5957/19900 [2:58:30<4:38:54,  1.20s/it]
 30%|██▉       | 5958/19900 [2:58:31<4:31:58,  1.17s/it]
 30%|██▉       | 5959/19900 [2:58:32<4:28:41,  1.16s/it]
 30%|██▉       | 5960/19900 [2:58:33<4:22:07,  1.13s/it]
 30%|██▉       | 5961/19900 [2:58:34<4:20:02,  1.12s/it]
 30%|██▉       | 5962/19900 [2:58:35<4:13:12,  1.09s/it]
 30%|██▉       | 5963/19900 [2:58:36<4:09:33,  1.07s/it]
 30%|██▉       | 5964/19900 [2:58:37<4:07:59,  1.07s/it]
 30%|██▉       | 5965/19900 [2:58:38<4:01:08,  1.04s/it]
 30%|██▉       | 5966/19900 [2:58:39<3:56:25,  1.02s/it]
 30%|██▉       | 5967/19900 [2:58:40<3:48:44,  1.02it/s]
 30%|██▉       | 5968/19900 [2:58:42<4:45:18,  1.23s/it]
 30%|██▉       | 5969/19900 [2:58:43<5:04:05,  1.31s/it]
 30%|███       | 5970/19900 [2:58:44<4:54:34,  1.27s/it]
 30%|███       | 5971/19900 [2:58:47<6:41:26,  1.73s/it]
 30%|███       | 5972/19900 [2:58:49<7:10:48,  1.86s/it]
 30%|███       | 5973/19900 [2:58:51<7:20:23,  1.90s/it]
 30%|███       | 5974/19900 [2:58:53<7:19:24,  1.89s/it]
 30%|███       | 5975/19900 [2:58:55<7:14:23,  1.87s/it]
 30%|███       | 5976/19900 [2:58:57<7:08:57,  1.85s/it]
 30%|███       | 5977/19900 [2:58:59<7:01:48,  1.82s/it]
 30%|███       | 5978/19900 [2:59:00<6:52:36,  1.78s/it]
 30%|███       | 5979/19900 [2:59:02<6:44:43,  1.74s/it]
 30%|███       | 5980/19900 [2:59:04<6:38:14,  1.72s/it]
 30%|███       | 5981/19900 [2:59:05<6:34:17,  1.70s/it]
 30%|███       | 5982/19900 [2:59:07<6:27:53,  1.67s/it]
 30%|███       | 5983/19900 [2:59:09<6:22:49,  1.65s/it]
 30%|███       | 5984/19900 [2:59:10<6:15:52,  1.62s/it]
 30%|███       | 5985/19900 [2:59:12<6:10:22,  1.60s/it]
 30%|███       | 5986/19900 [2:59:13<6:04:55,  1.57s/it]
 30%|███       | 5987/19900 [2:59:15<6:00:45,  1.56s/it]
 30%|███       | 5988/19900 [2:59:16<5:59:14,  1.55s/it]
 30%|███       | 5989/19900 [2:59:18<5:56:43,  1.54s/it]
 30%|███       | 5990/19900 [2:59:19<5:51:41,  1.52s/it]
 30%|███       | 5991/19900 [2:59:21<5:51:15,  1.52s/it]
 30%|███       | 5992/19900 [2:59:22<5:47:43,  1.50s/it]
 30%|███       | 5993/19900 [2:59:24<5:43:29,  1.48s/it]
 30%|███       | 5994/19900 [2:59:25<5:39:54,  1.47s/it]
 30%|███       | 5995/19900 [2:59:26<5:36:20,  1.45s/it]
 30%|███       | 5996/19900 [2:59:28<5:31:55,  1.43s/it]
 30%|███       | 5997/19900 [2:59:29<5:24:56,  1.40s/it]
 30%|███       | 5998/19900 [2:59:30<5:17:31,  1.37s/it]
 30%|███       | 5999/19900 [2:59:32<5:15:13,  1.36s/it]
 30%|███       | 6000/19900 [2:59:33<5:09:44,  1.34s/it]
                                                        

 30%|███       | 6000/19900 [2:59:33<5:09:44,  1.34s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 2.2937276363372803, 'eval_wer': 0.9746450304259635, 'eval_cer': 0.4851529632806437, 'eval_runtime': 122.0039, 'eval_samples_per_second': 24.245, 'eval_steps_per_second': 3.033, 'epoch': 27.64}
{'loss': 3.5363, 'learning_rate': 5.994553072625698e-05, 'epoch': 28.14}
{'loss': 3.4932, 'learning_rate': 5.952653631284916e-05, 'epoch': 28.64}
{'loss': 3.436, 'learning_rate': 5.910754189944134e-05, 'epoch': 29.15}
{'loss': 3.4209, 'learning_rate': 5.868854748603351e-05, 'epoch': 29.65}
{'loss': 3.3983, 'learning_rate': 5.8269553072625696e-05, 'epoch': 30.15}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.91it/s]

  1%|          | 3/370 [00:00<01:01,  5.92it/s]

  1%|          | 4/370 [00:00<01:13,  5.01it/s]

  1%|▏         | 5/370 [00:00<01:18,  4.65it/s]

  2%|▏         | 6/370 [00:01<01:13,  4.95it/s]

  2%|▏         | 7/370 [00:01<01:21,  4.46it/s]

  2%|▏         | 8/370 [00:01<01:18,  4.63it/s]

  2%|▏         | 9/370 [00:01<01:19,  4.54it/s]

  3%|▎         | 10/370 [00:02<01:19,  4.55it/s]

  3%|▎         | 11/370 [00:02<01:19,  4.50it/s]

  3%|▎         | 12/370 [00:02<01:20,  4.47it/s]

  4%|▎         | 13/370 [00:02<01:20,  4.41it/s]

  4%|▍         | 14/370 [00:03<01:25,  4.17it/s]

  4%|▍         | 15/370 [00:03<01:19,  4.44it/s]

  4%|▍         | 16/370 [00:03<01:22,  4.27it/s]

  5%|▍         | 17/370 [00:03<01:16,  4.59it/s]

  5%|▍         | 18/370 [00:03<01:12,  4.84it/s]

  5%|▌         | 19/370 [00:04<01:19,  4.41it/s]

  5%|▌         | 20/370 [00:04<01:21,  4.32it/s]

  6%|▌         | 21/370 [00:04<01:19,  4.37it/s]

  6%|▌         | 22/370 [00:04<01:14,  4.68it/s]

  6%|▌         | 23/370 [00:04<01:12,  4.76it/s]

  6%|▋         | 24/370 [00:05<01:14,  4.66it/s]

  7%|▋         | 25/370 [00:05<01:15,  4.56it/s]

  7%|▋         | 26/370 [00:05<01:12,  4.77it/s]

  7%|▋         | 27/370 [00:05<01:15,  4.54it/s]

  8%|▊         | 28/370 [00:06<01:17,  4.40it/s]

  8%|▊         | 29/370 [00:06<01:22,  4.13it/s]

  8%|▊         | 30/370 [00:06<01:22,  4.10it/s]

  8%|▊         | 31/370 [00:06<01:21,  4.17it/s]

  9%|▊         | 32/370 [00:07<01:19,  4.25it/s]

  9%|▉         | 33/370 [00:07<01:25,  3.94it/s]

  9%|▉         | 34/370 [00:07<01:23,  4.03it/s]

  9%|▉         | 35/370 [00:07<01:26,  3.86it/s]

 10%|▉         | 36/370 [00:08<01:24,  3.95it/s]

 10%|█         | 37/370 [00:08<01:19,  4.16it/s]

 10%|█         | 38/370 [00:08<01:21,  4.05it/s]

 11%|█         | 39/370 [00:08<01:17,  4.27it/s]

 11%|█         | 40/370 [00:09<01:18,  4.18it/s]

 11%|█         | 41/370 [00:09<01:16,  4.31it/s]

 11%|█▏        | 42/370 [00:09<01:18,  4.16it/s]

 12%|█▏        | 43/370 [00:09<01:19,  4.13it/s]

 12%|█▏        | 44/370 [00:09<01:16,  4.26it/s]

 12%|█▏        | 45/370 [00:10<01:24,  3.86it/s]

 12%|█▏        | 46/370 [00:10<01:21,  3.99it/s]

 13%|█▎        | 47/370 [00:10<01:25,  3.78it/s]

 13%|█▎        | 48/370 [00:11<01:25,  3.75it/s]

 13%|█▎        | 49/370 [00:11<01:18,  4.11it/s]

 14%|█▎        | 50/370 [00:11<01:11,  4.48it/s]

 14%|█▍        | 51/370 [00:11<01:13,  4.32it/s]

 14%|█▍        | 52/370 [00:11<01:08,  4.66it/s]

 14%|█▍        | 53/370 [00:12<01:10,  4.50it/s]

 15%|█▍        | 54/370 [00:12<01:07,  4.70it/s]

 15%|█▍        | 55/370 [00:12<01:10,  4.46it/s]

 15%|█▌        | 56/370 [00:12<01:10,  4.45it/s]

 15%|█▌        | 57/370 [00:12<01:04,  4.88it/s]

 16%|█▌        | 58/370 [00:13<01:08,  4.53it/s]

 16%|█▌        | 59/370 [00:13<01:07,  4.58it/s]

 16%|█▌        | 60/370 [00:13<01:04,  4.81it/s]

 16%|█▋        | 61/370 [00:13<01:04,  4.78it/s]

 17%|█▋        | 62/370 [00:14<01:06,  4.66it/s]

 17%|█▋        | 63/370 [00:14<01:01,  4.95it/s]

 17%|█▋        | 64/370 [00:14<01:01,  5.00it/s]

 18%|█▊        | 65/370 [00:14<01:03,  4.81it/s]

 18%|█▊        | 66/370 [00:14<01:02,  4.87it/s]

 18%|█▊        | 67/370 [00:15<01:05,  4.64it/s]

 18%|█▊        | 68/370 [00:15<01:09,  4.32it/s]

 19%|█▊        | 69/370 [00:15<01:04,  4.63it/s]

 19%|█▉        | 70/370 [00:15<01:03,  4.73it/s]

 19%|█▉        | 71/370 [00:15<01:07,  4.46it/s]

 19%|█▉        | 72/370 [00:16<01:01,  4.83it/s]

 20%|█▉        | 73/370 [00:16<01:02,  4.79it/s]

 20%|██        | 74/370 [00:16<01:04,  4.57it/s]

 20%|██        | 75/370 [00:16<01:06,  4.40it/s]

 21%|██        | 76/370 [00:17<01:03,  4.65it/s]

 21%|██        | 77/370 [00:17<01:00,  4.82it/s]

 21%|██        | 78/370 [00:17<01:02,  4.64it/s]

 21%|██▏       | 79/370 [00:17<01:03,  4.59it/s]

 22%|██▏       | 80/370 [00:17<01:08,  4.25it/s]

 22%|██▏       | 81/370 [00:18<01:04,  4.46it/s]

 22%|██▏       | 82/370 [00:18<01:03,  4.53it/s]

 22%|██▏       | 83/370 [00:18<01:03,  4.50it/s]

 23%|██▎       | 84/370 [00:18<01:04,  4.43it/s]

 23%|██▎       | 85/370 [00:19<01:01,  4.62it/s]

 23%|██▎       | 86/370 [00:19<01:00,  4.68it/s]

 24%|██▎       | 87/370 [00:19<00:58,  4.81it/s]

 24%|██▍       | 88/370 [00:19<01:02,  4.54it/s]

 24%|██▍       | 89/370 [00:19<01:03,  4.45it/s]

 24%|██▍       | 90/370 [00:20<01:01,  4.57it/s]

 25%|██▍       | 91/370 [00:20<00:59,  4.68it/s]

 25%|██▍       | 92/370 [00:20<01:02,  4.48it/s]

 25%|██▌       | 93/370 [00:20<01:04,  4.28it/s]

 25%|██▌       | 94/370 [00:21<01:05,  4.19it/s]

 26%|██▌       | 95/370 [00:21<01:09,  3.93it/s]

 26%|██▌       | 96/370 [00:21<01:09,  3.94it/s]

 26%|██▌       | 97/370 [00:21<01:06,  4.10it/s]

 26%|██▋       | 98/370 [00:22<01:06,  4.12it/s]

 27%|██▋       | 99/370 [00:22<01:03,  4.26it/s]

 27%|██▋       | 100/370 [00:22<01:00,  4.48it/s]

 27%|██▋       | 101/370 [00:22<00:58,  4.59it/s]

 28%|██▊       | 102/370 [00:22<00:57,  4.69it/s]

 28%|██▊       | 103/370 [00:23<00:54,  4.91it/s]

 28%|██▊       | 104/370 [00:23<00:59,  4.48it/s]

 28%|██▊       | 105/370 [00:23<00:57,  4.60it/s]

 29%|██▊       | 106/370 [00:23<00:59,  4.44it/s]

 29%|██▉       | 107/370 [00:24<00:58,  4.46it/s]

 29%|██▉       | 108/370 [00:24<00:57,  4.58it/s]

 29%|██▉       | 109/370 [00:24<00:58,  4.44it/s]

 30%|██▉       | 110/370 [00:24<00:56,  4.64it/s]

 30%|███       | 111/370 [00:24<00:55,  4.69it/s]

 30%|███       | 112/370 [00:25<00:57,  4.52it/s]

 31%|███       | 113/370 [00:25<00:57,  4.47it/s]

 31%|███       | 114/370 [00:25<00:56,  4.57it/s]

 31%|███       | 115/370 [00:25<00:58,  4.34it/s]

 31%|███▏      | 116/370 [00:26<01:02,  4.09it/s]

 32%|███▏      | 117/370 [00:26<01:04,  3.90it/s]

 32%|███▏      | 118/370 [00:26<01:03,  3.97it/s]

 32%|███▏      | 119/370 [00:26<01:02,  3.99it/s]

 32%|███▏      | 120/370 [00:27<00:59,  4.18it/s]

 33%|███▎      | 121/370 [00:27<00:57,  4.33it/s]

 33%|███▎      | 122/370 [00:27<00:56,  4.39it/s]

 33%|███▎      | 123/370 [00:27<00:53,  4.60it/s]

 34%|███▎      | 124/370 [00:27<00:49,  4.94it/s]

 34%|███▍      | 125/370 [00:28<00:52,  4.65it/s]

 34%|███▍      | 126/370 [00:28<00:52,  4.66it/s]

 34%|███▍      | 127/370 [00:28<00:54,  4.42it/s]

 35%|███▍      | 128/370 [00:28<00:56,  4.26it/s]

 35%|███▍      | 129/370 [00:29<01:00,  3.98it/s]

 35%|███▌      | 130/370 [00:29<01:00,  3.94it/s]

 35%|███▌      | 131/370 [00:29<01:03,  3.79it/s]

 36%|███▌      | 132/370 [00:29<00:58,  4.09it/s]

 36%|███▌      | 133/370 [00:30<00:56,  4.22it/s]

 36%|███▌      | 134/370 [00:30<00:55,  4.22it/s]

 36%|███▋      | 135/370 [00:30<00:56,  4.17it/s]

 37%|███▋      | 136/370 [00:30<00:55,  4.23it/s]

 37%|███▋      | 137/370 [00:31<00:55,  4.23it/s]

 37%|███▋      | 138/370 [00:31<00:54,  4.25it/s]

 38%|███▊      | 139/370 [00:31<00:52,  4.37it/s]

 38%|███▊      | 140/370 [00:31<00:50,  4.54it/s]

 38%|███▊      | 141/370 [00:31<00:55,  4.12it/s]

 38%|███▊      | 142/370 [00:32<00:56,  4.05it/s]

 39%|███▊      | 143/370 [00:32<00:56,  4.03it/s]

 39%|███▉      | 144/370 [00:32<00:59,  3.80it/s]

 39%|███▉      | 145/370 [00:33<01:01,  3.67it/s]

 39%|███▉      | 146/370 [00:33<00:57,  3.90it/s]

 40%|███▉      | 147/370 [00:33<00:55,  4.01it/s]

 40%|████      | 148/370 [00:33<00:56,  3.91it/s]

 40%|████      | 149/370 [00:34<00:54,  4.07it/s]

 41%|████      | 150/370 [00:34<00:49,  4.44it/s]

 41%|████      | 151/370 [00:34<00:47,  4.66it/s]

 41%|████      | 152/370 [00:34<00:47,  4.56it/s]

 41%|████▏     | 153/370 [00:34<00:48,  4.44it/s]

 42%|████▏     | 154/370 [00:35<00:49,  4.38it/s]

 42%|████▏     | 155/370 [00:35<00:47,  4.48it/s]

 42%|████▏     | 156/370 [00:35<00:49,  4.29it/s]

 42%|████▏     | 157/370 [00:35<00:50,  4.21it/s]

 43%|████▎     | 158/370 [00:36<00:50,  4.24it/s]

 43%|████▎     | 159/370 [00:36<00:46,  4.49it/s]

 43%|████▎     | 160/370 [00:36<00:47,  4.41it/s]

 44%|████▎     | 161/370 [00:36<00:48,  4.35it/s]

 44%|████▍     | 162/370 [00:36<00:48,  4.25it/s]

 44%|████▍     | 163/370 [00:37<00:46,  4.44it/s]

 44%|████▍     | 164/370 [00:37<00:46,  4.46it/s]

 45%|████▍     | 165/370 [00:37<00:48,  4.23it/s]

 45%|████▍     | 166/370 [00:37<00:48,  4.18it/s]

 45%|████▌     | 167/370 [00:38<00:48,  4.20it/s]

 45%|████▌     | 168/370 [00:38<00:46,  4.31it/s]

 46%|████▌     | 169/370 [00:38<00:45,  4.38it/s]

 46%|████▌     | 170/370 [00:38<00:46,  4.28it/s]

 46%|████▌     | 171/370 [00:39<00:48,  4.11it/s]

 46%|████▋     | 172/370 [00:39<00:44,  4.46it/s]

 47%|████▋     | 173/370 [00:39<00:40,  4.90it/s]

 47%|████▋     | 174/370 [00:39<00:42,  4.58it/s]

 47%|████▋     | 175/370 [00:39<00:41,  4.65it/s]

 48%|████▊     | 176/370 [00:40<00:40,  4.77it/s]

 48%|████▊     | 177/370 [00:40<00:43,  4.46it/s]

 48%|████▊     | 178/370 [00:40<00:41,  4.62it/s]

 48%|████▊     | 179/370 [00:40<00:42,  4.51it/s]

 49%|████▊     | 180/370 [00:40<00:39,  4.83it/s]

 49%|████▉     | 181/370 [00:41<00:39,  4.75it/s]

 49%|████▉     | 182/370 [00:41<00:39,  4.71it/s]

 49%|████▉     | 183/370 [00:41<00:42,  4.35it/s]

 50%|████▉     | 184/370 [00:41<00:43,  4.31it/s]

 50%|█████     | 185/370 [00:42<00:41,  4.49it/s]

 50%|█████     | 186/370 [00:42<00:41,  4.41it/s]

 51%|█████     | 187/370 [00:42<00:42,  4.27it/s]

 51%|█████     | 188/370 [00:42<00:43,  4.20it/s]

 51%|█████     | 189/370 [00:43<00:45,  4.01it/s]

 51%|█████▏    | 190/370 [00:43<00:43,  4.16it/s]

 52%|█████▏    | 191/370 [00:43<00:41,  4.32it/s]

 52%|█████▏    | 192/370 [00:43<00:42,  4.14it/s]

 52%|█████▏    | 193/370 [00:44<00:43,  4.05it/s]

 52%|█████▏    | 194/370 [00:44<00:39,  4.46it/s]

 53%|█████▎    | 195/370 [00:44<00:40,  4.29it/s]

 53%|█████▎    | 196/370 [00:44<00:40,  4.31it/s]

 53%|█████▎    | 197/370 [00:44<00:42,  4.10it/s]

 54%|█████▎    | 198/370 [00:45<00:42,  4.08it/s]

 54%|█████▍    | 199/370 [00:45<00:40,  4.19it/s]

 54%|█████▍    | 200/370 [00:45<00:41,  4.13it/s]

 54%|█████▍    | 201/370 [00:45<00:40,  4.21it/s]

 55%|█████▍    | 202/370 [00:46<00:39,  4.22it/s]

 55%|█████▍    | 203/370 [00:46<00:38,  4.35it/s]

 55%|█████▌    | 204/370 [00:46<00:41,  4.05it/s]

 55%|█████▌    | 205/370 [00:46<00:38,  4.28it/s]

 56%|█████▌    | 206/370 [00:47<00:39,  4.11it/s]

 56%|█████▌    | 207/370 [00:47<00:40,  4.07it/s]

 56%|█████▌    | 208/370 [00:47<00:42,  3.85it/s]

 56%|█████▋    | 209/370 [00:47<00:42,  3.83it/s]

 57%|█████▋    | 210/370 [00:48<00:43,  3.69it/s]

 57%|█████▋    | 211/370 [00:48<00:44,  3.58it/s]

 57%|█████▋    | 212/370 [00:48<00:43,  3.66it/s]

 58%|█████▊    | 213/370 [00:49<00:43,  3.59it/s]

 58%|█████▊    | 214/370 [00:49<00:40,  3.85it/s]

 58%|█████▊    | 215/370 [00:49<00:40,  3.85it/s]

 58%|█████▊    | 216/370 [00:49<00:38,  3.97it/s]

 59%|█████▊    | 217/370 [00:50<00:37,  4.06it/s]

 59%|█████▉    | 218/370 [00:50<00:35,  4.26it/s]

 59%|█████▉    | 219/370 [00:50<00:36,  4.10it/s]

 59%|█████▉    | 220/370 [00:50<00:36,  4.11it/s]

 60%|█████▉    | 221/370 [00:51<00:38,  3.91it/s]

 60%|██████    | 222/370 [00:51<00:36,  4.04it/s]

 60%|██████    | 223/370 [00:51<00:38,  3.86it/s]

 61%|██████    | 224/370 [00:51<00:40,  3.59it/s]

 61%|██████    | 225/370 [00:52<00:43,  3.35it/s]

 61%|██████    | 226/370 [00:52<00:41,  3.49it/s]

 61%|██████▏   | 227/370 [00:52<00:41,  3.47it/s]

 62%|██████▏   | 228/370 [00:53<00:41,  3.44it/s]

 62%|██████▏   | 229/370 [00:53<00:40,  3.44it/s]

 62%|██████▏   | 230/370 [00:53<00:40,  3.46it/s]

 62%|██████▏   | 231/370 [00:53<00:38,  3.58it/s]

 63%|██████▎   | 232/370 [00:54<00:40,  3.43it/s]

 63%|██████▎   | 233/370 [00:54<00:40,  3.38it/s]

 63%|██████▎   | 234/370 [00:54<00:38,  3.51it/s]

 64%|██████▎   | 235/370 [00:55<00:37,  3.60it/s]

 64%|██████▍   | 236/370 [00:55<00:35,  3.77it/s]

 64%|██████▍   | 237/370 [00:55<00:35,  3.72it/s]

 64%|██████▍   | 238/370 [00:55<00:35,  3.77it/s]

 65%|██████▍   | 239/370 [00:56<00:34,  3.75it/s]

 65%|██████▍   | 240/370 [00:56<00:35,  3.63it/s]

 65%|██████▌   | 241/370 [00:56<00:35,  3.62it/s]

 65%|██████▌   | 242/370 [00:56<00:34,  3.72it/s]

 66%|██████▌   | 243/370 [00:57<00:36,  3.45it/s]

 66%|██████▌   | 244/370 [00:57<00:38,  3.25it/s]

 66%|██████▌   | 245/370 [00:57<00:36,  3.40it/s]

 66%|██████▋   | 246/370 [00:58<00:35,  3.53it/s]

 67%|██████▋   | 247/370 [00:58<00:31,  3.87it/s]

 67%|██████▋   | 248/370 [00:58<00:30,  4.06it/s]

 67%|██████▋   | 249/370 [00:58<00:30,  4.02it/s]

 68%|██████▊   | 250/370 [00:59<00:31,  3.85it/s]

 68%|██████▊   | 251/370 [00:59<00:30,  3.93it/s]

 68%|██████▊   | 252/370 [00:59<00:33,  3.51it/s]

 68%|██████▊   | 253/370 [00:59<00:32,  3.56it/s]

 69%|██████▊   | 254/370 [01:00<00:32,  3.56it/s]

 69%|██████▉   | 255/370 [01:00<00:32,  3.56it/s]

 69%|██████▉   | 256/370 [01:00<00:32,  3.47it/s]

 69%|██████▉   | 257/370 [01:01<00:33,  3.38it/s]

 70%|██████▉   | 258/370 [01:01<00:32,  3.41it/s]

 70%|███████   | 259/370 [01:01<00:31,  3.48it/s]

 70%|███████   | 260/370 [01:01<00:29,  3.68it/s]

 71%|███████   | 261/370 [01:02<00:30,  3.58it/s]

 71%|███████   | 262/370 [01:02<00:30,  3.58it/s]

 71%|███████   | 263/370 [01:02<00:31,  3.43it/s]

 71%|███████▏  | 264/370 [01:03<00:32,  3.29it/s]

 72%|███████▏  | 265/370 [01:03<00:30,  3.41it/s]

 72%|███████▏  | 266/370 [01:03<00:31,  3.34it/s]

 72%|███████▏  | 267/370 [01:04<00:31,  3.26it/s]

 72%|███████▏  | 268/370 [01:04<00:30,  3.30it/s]

 73%|███████▎  | 269/370 [01:04<00:31,  3.21it/s]

 73%|███████▎  | 270/370 [01:04<00:31,  3.22it/s]

 73%|███████▎  | 271/370 [01:05<00:31,  3.18it/s]

 74%|███████▎  | 272/370 [01:05<00:29,  3.38it/s]

 74%|███████▍  | 273/370 [01:05<00:28,  3.35it/s]

 74%|███████▍  | 274/370 [01:06<00:28,  3.42it/s]

 74%|███████▍  | 275/370 [01:06<00:27,  3.43it/s]

 75%|███████▍  | 276/370 [01:06<00:27,  3.45it/s]

 75%|███████▍  | 277/370 [01:07<00:27,  3.35it/s]

 75%|███████▌  | 278/370 [01:07<00:28,  3.25it/s]

 75%|███████▌  | 279/370 [01:07<00:28,  3.25it/s]

 76%|███████▌  | 280/370 [01:07<00:28,  3.13it/s]

 76%|███████▌  | 281/370 [01:08<00:27,  3.26it/s]

 76%|███████▌  | 282/370 [01:08<00:26,  3.32it/s]

 76%|███████▋  | 283/370 [01:08<00:25,  3.36it/s]

 77%|███████▋  | 284/370 [01:09<00:26,  3.28it/s]

 77%|███████▋  | 285/370 [01:09<00:27,  3.11it/s]

 77%|███████▋  | 286/370 [01:09<00:27,  3.07it/s]

 78%|███████▊  | 287/370 [01:10<00:26,  3.18it/s]

 78%|███████▊  | 288/370 [01:10<00:25,  3.25it/s]

 78%|███████▊  | 289/370 [01:10<00:23,  3.47it/s]

 78%|███████▊  | 290/370 [01:11<00:24,  3.32it/s]

 79%|███████▊  | 291/370 [01:11<00:24,  3.25it/s]

 79%|███████▉  | 292/370 [01:11<00:23,  3.34it/s]

 79%|███████▉  | 293/370 [01:11<00:23,  3.30it/s]

 79%|███████▉  | 294/370 [01:12<00:22,  3.35it/s]

 80%|███████▉  | 295/370 [01:12<00:21,  3.45it/s]

 80%|████████  | 296/370 [01:12<00:21,  3.39it/s]

 80%|████████  | 297/370 [01:13<00:22,  3.30it/s]

 81%|████████  | 298/370 [01:13<00:22,  3.15it/s]

 81%|████████  | 299/370 [01:13<00:21,  3.26it/s]

 81%|████████  | 300/370 [01:14<00:21,  3.32it/s]

 81%|████████▏ | 301/370 [01:14<00:21,  3.21it/s]

 82%|████████▏ | 302/370 [01:14<00:20,  3.35it/s]

 82%|████████▏ | 303/370 [01:14<00:20,  3.35it/s]

 82%|████████▏ | 304/370 [01:15<00:19,  3.38it/s]

 82%|████████▏ | 305/370 [01:15<00:19,  3.27it/s]

 83%|████████▎ | 306/370 [01:15<00:19,  3.29it/s]

 83%|████████▎ | 307/370 [01:16<00:18,  3.37it/s]

 83%|████████▎ | 308/370 [01:16<00:18,  3.42it/s]

 84%|████████▎ | 309/370 [01:16<00:17,  3.43it/s]

 84%|████████▍ | 310/370 [01:17<00:18,  3.33it/s]

 84%|████████▍ | 311/370 [01:17<00:17,  3.33it/s]

 84%|████████▍ | 312/370 [01:17<00:17,  3.30it/s]

 85%|████████▍ | 313/370 [01:17<00:17,  3.29it/s]

 85%|████████▍ | 314/370 [01:18<00:15,  3.52it/s]

 85%|████████▌ | 315/370 [01:18<00:15,  3.61it/s]

 85%|████████▌ | 316/370 [01:18<00:15,  3.55it/s]

 86%|████████▌ | 317/370 [01:19<00:15,  3.46it/s]

 86%|████████▌ | 318/370 [01:19<00:15,  3.34it/s]

 86%|████████▌ | 319/370 [01:19<00:14,  3.45it/s]

 86%|████████▋ | 320/370 [01:19<00:14,  3.48it/s]

 87%|████████▋ | 321/370 [01:20<00:13,  3.51it/s]

 87%|████████▋ | 322/370 [01:20<00:13,  3.61it/s]

 87%|████████▋ | 323/370 [01:20<00:13,  3.60it/s]

 88%|████████▊ | 324/370 [01:20<00:12,  3.70it/s]

 88%|████████▊ | 325/370 [01:21<00:12,  3.65it/s]

 88%|████████▊ | 326/370 [01:21<00:12,  3.51it/s]

 88%|████████▊ | 327/370 [01:21<00:12,  3.44it/s]

 89%|████████▊ | 328/370 [01:22<00:11,  3.68it/s]

 89%|████████▉ | 329/370 [01:22<00:10,  3.75it/s]

 89%|████████▉ | 330/370 [01:22<00:11,  3.59it/s]

 89%|████████▉ | 331/370 [01:22<00:11,  3.47it/s]

 90%|████████▉ | 332/370 [01:23<00:11,  3.41it/s]

 90%|█████████ | 333/370 [01:23<00:10,  3.49it/s]

 90%|█████████ | 334/370 [01:23<00:10,  3.46it/s]

 91%|█████████ | 335/370 [01:24<00:09,  3.58it/s]

 91%|█████████ | 336/370 [01:24<00:09,  3.61it/s]

 91%|█████████ | 337/370 [01:24<00:09,  3.53it/s]

 91%|█████████▏| 338/370 [01:24<00:09,  3.43it/s]

 92%|█████████▏| 339/370 [01:25<00:08,  3.48it/s]

 92%|█████████▏| 340/370 [01:25<00:09,  3.21it/s]

 92%|█████████▏| 341/370 [01:25<00:08,  3.35it/s]

 92%|█████████▏| 342/370 [01:26<00:08,  3.46it/s]

 93%|█████████▎| 343/370 [01:26<00:07,  3.61it/s]

 93%|█████████▎| 344/370 [01:26<00:07,  3.36it/s]

 93%|█████████▎| 345/370 [01:27<00:07,  3.15it/s]

 94%|█████████▎| 346/370 [01:27<00:07,  3.10it/s]

 94%|█████████▍| 347/370 [01:27<00:07,  3.14it/s]

 94%|█████████▍| 348/370 [01:28<00:06,  3.32it/s]

 94%|█████████▍| 349/370 [01:28<00:06,  3.27it/s]

 95%|█████████▍| 350/370 [01:28<00:05,  3.39it/s]

 95%|█████████▍| 351/370 [01:28<00:05,  3.25it/s]

 95%|█████████▌| 352/370 [01:29<00:05,  3.15it/s]

 95%|█████████▌| 353/370 [01:29<00:05,  3.25it/s]

 96%|█████████▌| 354/370 [01:29<00:04,  3.23it/s]

 96%|█████████▌| 355/370 [01:30<00:04,  3.43it/s]

 96%|█████████▌| 356/370 [01:30<00:03,  3.57it/s]

 96%|█████████▋| 357/370 [01:30<00:03,  3.69it/s]

 97%|█████████▋| 358/370 [01:30<00:03,  3.94it/s]

 97%|█████████▋| 359/370 [01:31<00:02,  3.95it/s]

 97%|█████████▋| 360/370 [01:31<00:02,  3.76it/s]

 98%|█████████▊| 361/370 [01:31<00:02,  3.78it/s]

 98%|█████████▊| 362/370 [01:31<00:02,  3.76it/s]

 98%|█████████▊| 363/370 [01:32<00:01,  4.12it/s]

 98%|█████████▊| 364/370 [01:32<00:01,  3.82it/s]

 99%|█████████▊| 365/370 [01:32<00:01,  4.01it/s]

 99%|█████████▉| 366/370 [01:32<00:01,  3.97it/s]

 99%|█████████▉| 367/370 [01:33<00:00,  4.01it/s]

 99%|█████████▉| 368/370 [01:33<00:00,  4.04it/s]

100%|█████████▉| 369/370 [01:33<00:00,  3.98it/s]

100%|██████████| 370/370 [01:33<00:00,  4.23it/s]
                                                        

                                                 

 30%|███       | 6000/19900 [3:01:34<5:09:44,  1.34s/it]

100%|██████████| 370/370 [02:00<00:00,  4.23it/s]

                                                 Saving model checkpoint to ./checkpoint-6000
Configuration saved in ./checkpoint-6000/config.json
Model weights saved in ./checkpoint-6000/pytorch_model.bin
Configuration saved in ./checkpoint-6000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-4500] due to args.save_total_limit

 30%|███       | 6001/19900 [3:03:02<245:06:04, 63.48s/it]
 30%|███       | 6002/19900 [3:03:03<173:06:45, 44.84s/it]
 30%|███       | 6003/19900 [3:03:04<122:38:42, 31.77s/it]
 30%|███       | 6004/19900 [3:03:05<87:18:00, 22.62s/it] 
 30%|███       | 6005/19900 [3:03:07<62:33:09, 16.21s/it]
 30%|███       | 6006/19900 [3:03:08<45:11:00, 11.71s/it]
 30%|███       | 6007/19900 [3:03:09<33:00:45,  8.55s/it]
 30%|███       | 6008/19900 [3:03:10<24:34:48,  6.37s/it]
 30%|███       | 6009/19900 [3:03:12<18:35:28,  4.82s/it]
 30%|███       | 6010/19900 [3:03:13<14:19:02,  3.71s/it]
 30%|███       | 6011/19900 [3:03:14<11:17:04,  2.92s/it]
 30%|███       | 6012/19900 [3:03:15<9:01:36,  2.34s/it] 
 30%|███       | 6013/19900 [3:03:16<7:25:15,  1.92s/it]
 30%|███       | 6014/19900 [3:03:17<6:16:05,  1.63s/it]
 30%|███       | 6015/19900 [3:03:18<5:26:46,  1.41s/it]
 30%|███       | 6016/19900 [3:03:19<4:59:12,  1.29s/it]
 30%|███       | 6017/19900 [3:03:20<4:39:22,  1.21s/it]
 30%|███       | 6018/19900 [3:03:21<4:25:08,  1.15s/it]
 30%|███       | 6019/19900 [3:03:22<4:07:57,  1.07s/it]
 30%|███       | 6020/19900 [3:03:24<5:36:07,  1.45s/it]
 30%|███       | 6021/19900 [3:03:26<6:26:20,  1.67s/it]
 30%|███       | 6022/19900 [3:03:28<6:52:56,  1.79s/it]
 30%|███       | 6023/19900 [3:03:30<7:00:22,  1.82s/it]
 30%|███       | 6024/19900 [3:03:32<7:04:53,  1.84s/it]
 30%|███       | 6025/19900 [3:03:34<7:04:31,  1.84s/it]
 30%|███       | 6026/19900 [3:03:35<6:59:10,  1.81s/it]
 30%|███       | 6027/19900 [3:03:37<6:55:11,  1.80s/it]
 30%|███       | 6028/19900 [3:03:39<6:49:31,  1.77s/it]
 30%|███       | 6029/19900 [3:03:41<6:42:20,  1.74s/it]
 30%|███       | 6030/19900 [3:03:42<6:36:18,  1.71s/it]
 30%|███       | 6031/19900 [3:03:44<6:31:30,  1.69s/it]
 30%|███       | 6032/19900 [3:03:46<6:40:59,  1.73s/it]
 30%|███       | 6033/19900 [3:03:47<6:31:49,  1.70s/it]
 30%|███       | 6034/19900 [3:03:49<6:22:56,  1.66s/it]
 30%|███       | 6035/19900 [3:03:50<6:15:58,  1.63s/it]
 30%|███       | 6036/19900 [3:03:52<6:07:21,  1.59s/it]
 30%|███       | 6037/19900 [3:03:53<6:02:52,  1.57s/it]
 30%|███       | 6038/19900 [3:03:55<5:56:36,  1.54s/it]
 30%|███       | 6039/19900 [3:03:56<5:49:28,  1.51s/it]
 30%|███       | 6040/19900 [3:03:58<5:43:31,  1.49s/it]
 30%|███       | 6041/19900 [3:03:59<5:44:16,  1.49s/it]
 30%|███       | 6042/19900 [3:04:01<5:45:52,  1.50s/it]
 30%|███       | 6043/19900 [3:04:02<5:41:33,  1.48s/it]
 30%|███       | 6044/19900 [3:04:04<5:36:39,  1.46s/it]
 30%|███       | 6045/19900 [3:04:05<5:32:33,  1.44s/it]
 30%|███       | 6046/19900 [3:04:06<5:29:29,  1.43s/it]
 30%|███       | 6047/19900 [3:04:08<5:21:50,  1.39s/it]
 30%|███       | 6048/19900 [3:04:09<5:21:02,  1.39s/it]
 30%|███       | 6049/19900 [3:04:10<5:15:57,  1.37s/it]
 30%|███       | 6050/19900 [3:04:12<5:09:11,  1.34s/it]
 30%|███       | 6051/19900 [3:04:13<5:04:37,  1.32s/it]
 30%|███       | 6052/19900 [3:04:14<5:00:50,  1.30s/it]
 30%|███       | 6053/19900 [3:04:16<4:56:59,  1.29s/it]
 30%|███       | 6054/19900 [3:04:17<4:53:02,  1.27s/it]
 30%|███       | 6055/19900 [3:04:18<4:51:42,  1.26s/it]
 30%|███       | 6056/19900 [3:04:19<4:47:46,  1.25s/it]
 30%|███       | 6057/19900 [3:04:20<4:47:18,  1.25s/it]
 30%|███       | 6058/19900 [3:04:22<4:41:18,  1.22s/it]
 30%|███       | 6059/19900 [3:04:23<4:38:18,  1.21s/it]
 30%|███       | 6060/19900 [3:04:24<4:31:16,  1.18s/it]
 30%|███       | 6061/19900 [3:04:25<4:24:32,  1.15s/it]
 30%|███       | 6062/19900 [3:04:26<4:18:20,  1.12s/it]
 30%|███       | 6063/19900 [3:04:27<4:12:54,  1.10s/it]
 30%|███       | 6064/19900 [3:04:28<4:09:04,  1.08s/it]
 30%|███       | 6065/19900 [3:04:29<4:03:01,  1.05s/it]
 30%|███       | 6066/19900 [3:04:30<3:59:48,  1.04s/it]
 30%|███       | 6067/19900 [3:04:31<3:54:25,  1.02s/it]
 30%|███       | 6068/19900 [3:04:32<3:43:47,  1.03it/s]
 30%|███       | 6069/19900 [3:04:34<5:18:31,  1.38s/it]
 31%|███       | 6070/19900 [3:04:36<6:10:03,  1.61s/it]
 31%|███       | 6071/19900 [3:04:38<6:40:43,  1.74s/it]
 31%|███       | 6072/19900 [3:04:40<6:52:02,  1.79s/it]
 31%|███       | 6073/19900 [3:04:42<6:50:18,  1.78s/it]
 31%|███       | 6074/19900 [3:04:44<6:55:04,  1.80s/it]
 31%|███       | 6075/19900 [3:04:46<6:57:11,  1.81s/it]
 31%|███       | 6076/19900 [3:04:48<6:52:13,  1.79s/it]
 31%|███       | 6077/19900 [3:04:49<6:53:54,  1.80s/it]
 31%|███       | 6078/19900 [3:04:51<6:43:59,  1.75s/it]
 31%|███       | 6079/19900 [3:04:53<6:34:20,  1.71s/it]
 31%|███       | 6080/19900 [3:04:54<6:31:55,  1.70s/it]
 31%|███       | 6081/19900 [3:04:56<6:23:57,  1.67s/it]
 31%|███       | 6082/19900 [3:04:57<6:13:30,  1.62s/it]
 31%|███       | 6083/19900 [3:04:59<6:04:43,  1.58s/it]
 31%|███       | 6084/19900 [3:05:00<5:59:26,  1.56s/it]
 31%|███       | 6085/19900 [3:05:02<6:00:19,  1.56s/it]
 31%|███       | 6086/19900 [3:05:03<5:54:37,  1.54s/it]
 31%|███       | 6087/19900 [3:05:05<5:50:22,  1.52s/it]
 31%|███       | 6088/19900 [3:05:06<5:48:58,  1.52s/it]
 31%|███       | 6089/19900 [3:05:08<5:43:38,  1.49s/it]
 31%|███       | 6090/19900 [3:05:09<5:37:20,  1.47s/it]
 31%|███       | 6091/19900 [3:05:11<5:33:51,  1.45s/it]
 31%|███       | 6092/19900 [3:05:12<5:29:29,  1.43s/it]
 31%|███       | 6093/19900 [3:05:13<5:26:03,  1.42s/it]
 31%|███       | 6094/19900 [3:05:15<5:18:56,  1.39s/it]
 31%|███       | 6095/19900 [3:05:16<5:17:49,  1.38s/it]
 31%|███       | 6096/19900 [3:05:17<5:12:04,  1.36s/it]
 31%|███       | 6097/19900 [3:05:19<5:07:35,  1.34s/it]
 31%|███       | 6098/19900 [3:05:20<5:04:56,  1.33s/it]
 31%|███       | 6099/19900 [3:05:21<5:03:52,  1.32s/it]
 31%|███       | 6100/19900 [3:05:23<4:59:26,  1.30s/it]
                                                        

 31%|███       | 6100/19900 [3:05:23<4:59:26,  1.30s/it]
 31%|███       | 6101/19900 [3:05:24<5:04:49,  1.33s/it]
 31%|███       | 6102/19900 [3:05:25<5:01:56,  1.31s/it]
 31%|███       | 6103/19900 [3:05:27<4:55:39,  1.29s/it]
 31%|███       | 6104/19900 [3:05:28<4:50:00,  1.26s/it]
 31%|███       | 6105/19900 [3:05:29<4:44:35,  1.24s/it]
 31%|███       | 6106/19900 [3:05:30<4:40:43,  1.22s/it]
 31%|███       | 6107/19900 [3:05:31<4:41:12,  1.22s/it]
 31%|███       | 6108/19900 [3:05:32<4:37:40,  1.21s/it]
 31%|███       | 6109/19900 [3:05:34<4:32:23,  1.19s/it]
 31%|███       | 6110/19900 [3:05:35<4:28:11,  1.17s/it]
 31%|███       | 6111/19900 [3:05:36<4:23:43,  1.15s/it]
 31%|███       | 6112/19900 [3:05:37<4:15:34,  1.11s/it]
 31%|███       | 6113/19900 [3:05:38<4:09:56,  1.09s/it]
 31%|███       | 6114/19900 [3:05:39<4:03:50,  1.06s/it]
 31%|███       | 6115/19900 [3:05:40<3:57:17,  1.03s/it]
 31%|███       | 6116/19900 [3:05:41<3:55:31,  1.03s/it]
 31%|███       | 6117/19900 [3:05:42<3:46:11,  1.02it/s]
 31%|███       | 6118/19900 [3:05:44<5:25:51,  1.42s/it]
 31%|███       | 6119/19900 [3:05:46<6:15:55,  1.64s/it]
 31%|███       | 6120/19900 [3:05:48<6:39:54,  1.74s/it]
 31%|███       | 6121/19900 [3:05:50<6:52:09,  1.79s/it]
 31%|███       | 6122/19900 [3:05:52<6:54:23,  1.80s/it]
 31%|███       | 6123/19900 [3:05:54<6:56:35,  1.81s/it]
 31%|███       | 6124/19900 [3:05:56<6:58:33,  1.82s/it]
 31%|███       | 6125/19900 [3:05:58<6:55:00,  1.81s/it]
 31%|███       | 6126/19900 [3:05:59<6:49:51,  1.79s/it]
 31%|███       | 6127/19900 [3:06:01<6:43:41,  1.76s/it]
 31%|███       | 6128/19900 [3:06:03<6:37:59,  1.73s/it]
 31%|███       | 6129/19900 [3:06:04<6:29:18,  1.70s/it]
 31%|███       | 6130/19900 [3:06:06<6:23:03,  1.67s/it]
 31%|███       | 6131/19900 [3:06:07<6:16:59,  1.64s/it]
 31%|███       | 6132/19900 [3:06:09<6:10:26,  1.61s/it]
 31%|███       | 6133/19900 [3:06:11<6:05:40,  1.59s/it]
 31%|███       | 6134/19900 [3:06:12<6:00:56,  1.57s/it]
 31%|███       | 6135/19900 [3:06:14<5:57:37,  1.56s/it]
 31%|███       | 6136/19900 [3:06:15<5:53:49,  1.54s/it]
 31%|███       | 6137/19900 [3:06:17<5:49:09,  1.52s/it]
 31%|███       | 6138/19900 [3:06:18<5:46:36,  1.51s/it]
 31%|███       | 6139/19900 [3:06:20<5:43:16,  1.50s/it]
 31%|███       | 6140/19900 [3:06:21<5:42:34,  1.49s/it]
 31%|███       | 6141/19900 [3:06:22<5:37:45,  1.47s/it]
 31%|███       | 6142/19900 [3:06:24<5:33:42,  1.46s/it]
 31%|███       | 6143/19900 [3:06:25<5:31:18,  1.45s/it]
 31%|███       | 6144/19900 [3:06:27<5:28:31,  1.43s/it]
 31%|███       | 6145/19900 [3:06:28<5:21:47,  1.40s/it]
 31%|███       | 6146/19900 [3:06:29<5:13:55,  1.37s/it]
 31%|███       | 6147/19900 [3:06:31<5:09:00,  1.35s/it]
 31%|███       | 6148/19900 [3:06:32<5:05:22,  1.33s/it]
 31%|███       | 6149/19900 [3:06:33<5:01:35,  1.32s/it]
 31%|███       | 6150/19900 [3:06:34<4:59:27,  1.31s/it]
 31%|███       | 6151/19900 [3:06:36<4:56:13,  1.29s/it]
 31%|███       | 6152/19900 [3:06:37<4:59:01,  1.31s/it]
 31%|███       | 6153/19900 [3:06:38<4:53:24,  1.28s/it]
 31%|███       | 6154/19900 [3:06:39<4:50:07,  1.27s/it]
 31%|███       | 6155/19900 [3:06:41<4:44:01,  1.24s/it]
 31%|███       | 6156/19900 [3:06:42<4:48:09,  1.26s/it]
 31%|███       | 6157/19900 [3:06:43<4:45:40,  1.25s/it]
 31%|███       | 6158/19900 [3:06:44<4:36:41,  1.21s/it]
 31%|███       | 6159/19900 [3:06:45<4:30:37,  1.18s/it]
 31%|███       | 6160/19900 [3:06:46<4:22:01,  1.14s/it]
 31%|███       | 6161/19900 [3:06:48<4:14:08,  1.11s/it]
 31%|███       | 6162/19900 [3:06:49<4:07:42,  1.08s/it]
 31%|███       | 6163/19900 [3:06:50<4:04:03,  1.07s/it]
 31%|███       | 6164/19900 [3:06:51<4:00:21,  1.05s/it]
 31%|███       | 6165/19900 [3:06:52<3:55:26,  1.03s/it]
 31%|███       | 6166/19900 [3:06:52<3:45:06,  1.02it/s]
 31%|███       | 6167/19900 [3:06:54<4:50:23,  1.27s/it]
 31%|███       | 6168/19900 [3:06:56<5:04:26,  1.33s/it]
 31%|███       | 6169/19900 [3:06:57<4:56:37,  1.30s/it]
 31%|███       | 6170/19900 [3:07:00<6:39:59,  1.75s/it]
 31%|███       | 6171/19900 [3:07:02<7:06:26,  1.86s/it]
 31%|███       | 6172/19900 [3:07:04<7:25:15,  1.95s/it]
 31%|███       | 6173/19900 [3:07:06<7:29:05,  1.96s/it]
 31%|███       | 6174/19900 [3:07:08<7:23:42,  1.94s/it]
 31%|███       | 6175/19900 [3:07:10<7:14:40,  1.90s/it]
 31%|███       | 6176/19900 [3:07:11<6:58:49,  1.83s/it]
 31%|███       | 6177/19900 [3:07:13<6:56:16,  1.82s/it]
 31%|███       | 6178/19900 [3:07:15<6:47:20,  1.78s/it]
 31%|███       | 6179/19900 [3:07:17<6:38:58,  1.74s/it]
 31%|███       | 6180/19900 [3:07:18<6:29:31,  1.70s/it]
 31%|███       | 6181/19900 [3:07:20<6:23:27,  1.68s/it]
 31%|███       | 6182/19900 [3:07:21<6:14:30,  1.64s/it]
 31%|███       | 6183/19900 [3:07:23<6:08:46,  1.61s/it]
 31%|███       | 6184/19900 [3:07:25<6:06:03,  1.60s/it]
 31%|███       | 6185/19900 [3:07:26<5:57:29,  1.56s/it]
 31%|███       | 6186/19900 [3:07:28<5:55:58,  1.56s/it]
 31%|███       | 6187/19900 [3:07:29<5:50:53,  1.54s/it]
 31%|███       | 6188/19900 [3:07:31<5:45:56,  1.51s/it]
 31%|███       | 6189/19900 [3:07:32<5:42:37,  1.50s/it]
 31%|███       | 6190/19900 [3:07:34<5:45:32,  1.51s/it]
 31%|███       | 6191/19900 [3:07:35<5:40:14,  1.49s/it]
 31%|███       | 6192/19900 [3:07:36<5:37:02,  1.48s/it]
 31%|███       | 6193/19900 [3:07:38<5:31:06,  1.45s/it]
 31%|███       | 6194/19900 [3:07:39<5:32:46,  1.46s/it]
 31%|███       | 6195/19900 [3:07:41<5:26:09,  1.43s/it]
 31%|███       | 6196/19900 [3:07:42<5:23:58,  1.42s/it]
 31%|███       | 6197/19900 [3:07:43<5:19:30,  1.40s/it]
 31%|███       | 6198/19900 [3:07:45<5:16:29,  1.39s/it]
 31%|███       | 6199/19900 [3:07:46<5:09:10,  1.35s/it]
 31%|███       | 6200/19900 [3:07:47<5:04:49,  1.34s/it]
                                                        

 31%|███       | 6200/19900 [3:07:47<5:04:49,  1.34s/it]
 31%|███       | 6201/19900 [3:07:49<4:58:32,  1.31s/it]
 31%|███       | 6202/19900 [3:07:50<4:55:14,  1.29s/it]
 31%|███       | 6203/19900 [3:07:51<4:50:33,  1.27s/it]
 31%|███       | 6204/19900 [3:07:52<4:46:20,  1.25s/it]
 31%|███       | 6205/19900 [3:07:53<4:43:24,  1.24s/it]
 31%|███       | 6206/19900 [3:07:55<4:41:58,  1.24s/it]
 31%|███       | 6207/19900 [3:07:56<4:36:28,  1.21s/it]
 31%|███       | 6208/19900 [3:07:57<4:32:12,  1.19s/it]
 31%|███       | 6209/19900 [3:07:58<4:30:05,  1.18s/it]
 31%|███       | 6210/19900 [3:07:59<4:29:03,  1.18s/it]
 31%|███       | 6211/19900 [3:08:00<4:25:31,  1.16s/it]
 31%|███       | 6212/19900 [3:08:02<4:21:38,  1.15s/it]
 31%|███       | 6213/19900 [3:08:03<4:18:02,  1.13s/it]
 31%|███       | 6214/19900 [3:08:04<4:07:39,  1.09s/it]
 31%|███       | 6215/19900 [3:08:05<4:05:57,  1.08s/it]
 31%|███       | 6216/19900 [3:08:06<3:58:14,  1.04s/it]
 31%|███       | 6217/19900 [3:08:07<3:56:54,  1.04s/it]
 31%|███       | 6218/19900 [3:08:08<3:49:15,  1.01s/it]
 31%|███▏      | 6219/19900 [3:08:10<5:19:44,  1.40s/it]
 31%|███▏      | 6220/19900 [3:08:12<6:03:40,  1.60s/it]
 31%|███▏      | 6221/19900 [3:08:14<6:24:31,  1.69s/it]
 31%|███▏      | 6222/19900 [3:08:16<6:34:35,  1.73s/it]
 31%|███▏      | 6223/19900 [3:08:18<6:39:37,  1.75s/it]
 31%|███▏      | 6224/19900 [3:08:19<6:38:45,  1.75s/it]
 31%|███▏      | 6225/19900 [3:08:21<6:35:43,  1.74s/it]
 31%|███▏      | 6226/19900 [3:08:23<6:36:24,  1.74s/it]
 31%|███▏      | 6227/19900 [3:08:24<6:34:03,  1.73s/it]
 31%|███▏      | 6228/19900 [3:08:26<6:32:52,  1.72s/it]
 31%|███▏      | 6229/19900 [3:08:28<6:27:51,  1.70s/it]
 31%|███▏      | 6230/19900 [3:08:29<6:21:50,  1.68s/it]
 31%|███▏      | 6231/19900 [3:08:31<6:11:37,  1.63s/it]
 31%|███▏      | 6232/19900 [3:08:33<6:11:43,  1.63s/it]
 31%|███▏      | 6233/19900 [3:08:34<6:04:26,  1.60s/it]
 31%|███▏      | 6234/19900 [3:08:36<6:06:04,  1.61s/it]
 31%|███▏      | 6235/19900 [3:08:37<5:57:48,  1.57s/it]
 31%|███▏      | 6236/19900 [3:08:39<5:54:25,  1.56s/it]
 31%|███▏      | 6237/19900 [3:08:40<5:51:30,  1.54s/it]
 31%|███▏      | 6238/19900 [3:08:42<5:47:48,  1.53s/it]
 31%|███▏      | 6239/19900 [3:08:43<5:46:35,  1.52s/it]
 31%|███▏      | 6240/19900 [3:08:45<5:47:07,  1.52s/it]
 31%|███▏      | 6241/19900 [3:08:46<5:43:01,  1.51s/it]
 31%|███▏      | 6242/19900 [3:08:48<5:35:08,  1.47s/it]
 31%|███▏      | 6243/19900 [3:08:49<5:29:51,  1.45s/it]
 31%|███▏      | 6244/19900 [3:08:50<5:27:21,  1.44s/it]
 31%|███▏      | 6245/19900 [3:08:52<5:21:57,  1.41s/it]
 31%|███▏      | 6246/19900 [3:08:53<5:14:08,  1.38s/it]
 31%|███▏      | 6247/19900 [3:08:54<5:07:56,  1.35s/it]
 31%|███▏      | 6248/19900 [3:08:56<5:03:36,  1.33s/it]
 31%|███▏      | 6249/19900 [3:08:57<4:58:39,  1.31s/it]
 31%|███▏      | 6250/19900 [3:08:58<4:56:02,  1.30s/it]
 31%|███▏      | 6251/19900 [3:09:00<4:57:25,  1.31s/it]
 31%|███▏      | 6252/19900 [3:09:01<4:53:34,  1.29s/it]
 31%|███▏      | 6253/19900 [3:09:02<4:49:26,  1.27s/it]
 31%|███▏      | 6254/19900 [3:09:03<4:45:38,  1.26s/it]
 31%|███▏      | 6255/19900 [3:09:04<4:42:28,  1.24s/it]
 31%|███▏      | 6256/19900 [3:09:06<4:37:53,  1.22s/it]
 31%|███▏      | 6257/19900 [3:09:07<4:33:45,  1.20s/it]
 31%|███▏      | 6258/19900 [3:09:08<4:30:20,  1.19s/it]
 31%|███▏      | 6259/19900 [3:09:09<4:28:21,  1.18s/it]
 31%|███▏      | 6260/19900 [3:09:10<4:25:39,  1.17s/it]
 31%|███▏      | 6261/19900 [3:09:11<4:17:26,  1.13s/it]
 31%|███▏      | 6262/19900 [3:09:12<4:11:01,  1.10s/it]
 31%|███▏      | 6263/19900 [3:09:13<4:04:47,  1.08s/it]
 31%|███▏      | 6264/19900 [3:09:14<4:01:29,  1.06s/it]
 31%|███▏      | 6265/19900 [3:09:15<3:57:39,  1.05s/it]
 31%|███▏      | 6266/19900 [3:09:16<3:51:43,  1.02s/it]
 31%|███▏      | 6267/19900 [3:09:17<3:42:18,  1.02it/s]
 31%|███▏      | 6268/19900 [3:09:20<5:16:46,  1.39s/it]
 32%|███▏      | 6269/19900 [3:09:22<6:05:24,  1.61s/it]
 32%|███▏      | 6270/19900 [3:09:24<6:32:52,  1.73s/it]
 32%|███▏      | 6271/19900 [3:09:26<6:46:34,  1.79s/it]
 32%|███▏      | 6272/19900 [3:09:27<6:50:25,  1.81s/it]
 32%|███▏      | 6273/19900 [3:09:29<6:54:13,  1.82s/it]
 32%|███▏      | 6274/19900 [3:09:31<6:50:31,  1.81s/it]
 32%|███▏      | 6275/19900 [3:09:33<6:49:38,  1.80s/it]
 32%|███▏      | 6276/19900 [3:09:35<6:41:59,  1.77s/it]
 32%|███▏      | 6277/19900 [3:09:36<6:37:54,  1.75s/it]
 32%|███▏      | 6278/19900 [3:09:38<6:29:57,  1.72s/it]
 32%|███▏      | 6279/19900 [3:09:40<6:25:20,  1.70s/it]
 32%|███▏      | 6280/19900 [3:09:41<6:18:44,  1.67s/it]
 32%|███▏      | 6281/19900 [3:09:43<6:16:00,  1.66s/it]
 32%|███▏      | 6282/19900 [3:09:44<6:11:27,  1.64s/it]
 32%|███▏      | 6283/19900 [3:09:46<6:07:54,  1.62s/it]
 32%|███▏      | 6284/19900 [3:09:48<6:02:13,  1.60s/it]
 32%|███▏      | 6285/19900 [3:09:49<5:55:46,  1.57s/it]
 32%|███▏      | 6286/19900 [3:09:51<5:53:47,  1.56s/it]
 32%|███▏      | 6287/19900 [3:09:52<5:48:03,  1.53s/it]
 32%|███▏      | 6288/19900 [3:09:53<5:40:32,  1.50s/it]
 32%|███▏      | 6289/19900 [3:09:55<5:37:57,  1.49s/it]
 32%|███▏      | 6290/19900 [3:09:56<5:37:22,  1.49s/it]
 32%|███▏      | 6291/19900 [3:09:58<5:34:01,  1.47s/it]
 32%|███▏      | 6292/19900 [3:09:59<5:37:55,  1.49s/it]
 32%|███▏      | 6293/19900 [3:10:01<5:29:19,  1.45s/it]
 32%|███▏      | 6294/19900 [3:10:02<5:24:16,  1.43s/it]
 32%|███▏      | 6295/19900 [3:10:03<5:15:33,  1.39s/it]
 32%|███▏      | 6296/19900 [3:10:05<5:10:44,  1.37s/it]
 32%|███▏      | 6297/19900 [3:10:06<5:04:23,  1.34s/it]
 32%|███▏      | 6298/19900 [3:10:07<4:58:35,  1.32s/it]
 32%|███▏      | 6299/19900 [3:10:09<4:54:11,  1.30s/it]
 32%|███▏      | 6300/19900 [3:10:10<4:52:04,  1.29s/it]
                                                        

 32%|███▏      | 6300/19900 [3:10:10<4:52:04,  1.29s/it]
 32%|███▏      | 6301/19900 [3:10:11<4:48:59,  1.28s/it]
 32%|███▏      | 6302/19900 [3:10:12<4:46:26,  1.26s/it]
 32%|███▏      | 6303/19900 [3:10:13<4:42:37,  1.25s/it]
 32%|███▏      | 6304/19900 [3:10:15<4:36:53,  1.22s/it]
 32%|███▏      | 6305/19900 [3:10:16<4:40:19,  1.24s/it]
 32%|███▏      | 6306/19900 [3:10:17<4:34:59,  1.21s/it]
 32%|███▏      | 6307/19900 [3:10:18<4:29:59,  1.19s/it]
 32%|███▏      | 6308/19900 [3:10:19<4:23:41,  1.16s/it]
 32%|███▏      | 6309/19900 [3:10:20<4:23:34,  1.16s/it]
 32%|███▏      | 6310/19900 [3:10:22<4:19:33,  1.15s/it]
 32%|███▏      | 6311/19900 [3:10:23<4:14:12,  1.12s/it]
 32%|███▏      | 6312/19900 [3:10:24<4:06:01,  1.09s/it]
 32%|███▏      | 6313/19900 [3:10:25<4:01:55,  1.07s/it]
 32%|███▏      | 6314/19900 [3:10:26<3:57:18,  1.05s/it]
 32%|███▏      | 6315/19900 [3:10:27<3:50:17,  1.02s/it]
 32%|███▏      | 6316/19900 [3:10:27<3:39:41,  1.03it/s]
 32%|███▏      | 6317/19900 [3:10:30<5:19:12,  1.41s/it]
 32%|███▏      | 6318/19900 [3:10:32<6:12:25,  1.65s/it]
 32%|███▏      | 6319/19900 [3:10:34<6:33:30,  1.74s/it]
 32%|███▏      | 6320/19900 [3:10:36<6:46:29,  1.80s/it]
 32%|███▏      | 6321/19900 [3:10:38<6:48:07,  1.80s/it]
 32%|███▏      | 6322/19900 [3:10:40<6:47:49,  1.80s/it]
 32%|███▏      | 6323/19900 [3:10:41<6:41:53,  1.78s/it]
 32%|███▏      | 6324/19900 [3:10:43<6:41:15,  1.77s/it]
 32%|███▏      | 6325/19900 [3:10:45<6:34:06,  1.74s/it]
 32%|███▏      | 6326/19900 [3:10:46<6:29:37,  1.72s/it]
 32%|███▏      | 6327/19900 [3:10:48<6:19:49,  1.68s/it]
 32%|███▏      | 6328/19900 [3:10:50<6:11:32,  1.64s/it]
 32%|███▏      | 6329/19900 [3:10:51<6:07:44,  1.63s/it]
 32%|███▏      | 6330/19900 [3:10:53<6:04:09,  1.61s/it]
 32%|███▏      | 6331/19900 [3:10:54<6:01:06,  1.60s/it]
 32%|███▏      | 6332/19900 [3:10:56<5:58:02,  1.58s/it]
 32%|███▏      | 6333/19900 [3:10:57<5:55:35,  1.57s/it]
 32%|███▏      | 6334/19900 [3:10:59<5:51:32,  1.55s/it]
 32%|███▏      | 6335/19900 [3:11:00<5:49:11,  1.54s/it]
 32%|███▏      | 6336/19900 [3:11:02<5:42:35,  1.52s/it]
 32%|███▏      | 6337/19900 [3:11:03<5:42:31,  1.52s/it]
 32%|███▏      | 6338/19900 [3:11:05<5:36:41,  1.49s/it]
 32%|███▏      | 6339/19900 [3:11:06<5:39:49,  1.50s/it]
 32%|███▏      | 6340/19900 [3:11:08<5:34:19,  1.48s/it]
 32%|███▏      | 6341/19900 [3:11:09<5:31:58,  1.47s/it]
 32%|███▏      | 6342/19900 [3:11:11<5:25:57,  1.44s/it]
 32%|███▏      | 6343/19900 [3:11:12<5:18:37,  1.41s/it]
 32%|███▏      | 6344/19900 [3:11:13<5:13:55,  1.39s/it]
 32%|███▏      | 6345/19900 [3:11:15<5:08:45,  1.37s/it]
 32%|███▏      | 6346/19900 [3:11:16<5:00:55,  1.33s/it]
 32%|███▏      | 6347/19900 [3:11:17<4:57:23,  1.32s/it]
 32%|███▏      | 6348/19900 [3:11:18<4:51:12,  1.29s/it]
 32%|███▏      | 6349/19900 [3:11:20<4:52:11,  1.29s/it]
 32%|███▏      | 6350/19900 [3:11:21<4:48:49,  1.28s/it]
 32%|███▏      | 6351/19900 [3:11:22<4:51:23,  1.29s/it]
 32%|███▏      | 6352/19900 [3:11:23<4:47:04,  1.27s/it]
 32%|███▏      | 6353/19900 [3:11:25<4:41:23,  1.25s/it]
 32%|███▏      | 6354/19900 [3:11:26<4:37:56,  1.23s/it]
 32%|███▏      | 6355/19900 [3:11:27<4:34:09,  1.21s/it]
 32%|███▏      | 6356/19900 [3:11:28<4:30:15,  1.20s/it]
 32%|███▏      | 6357/19900 [3:11:29<4:24:47,  1.17s/it]
 32%|███▏      | 6358/19900 [3:11:30<4:19:50,  1.15s/it]
 32%|███▏      | 6359/19900 [3:11:31<4:17:22,  1.14s/it]
 32%|███▏      | 6360/19900 [3:11:33<4:12:11,  1.12s/it]
 32%|███▏      | 6361/19900 [3:11:34<4:09:53,  1.11s/it]
 32%|███▏      | 6362/19900 [3:11:35<4:01:58,  1.07s/it]
 32%|███▏      | 6363/19900 [3:11:36<3:55:33,  1.04s/it]
 32%|███▏      | 6364/19900 [3:11:37<3:49:54,  1.02s/it]
 32%|███▏      | 6365/19900 [3:11:37<3:41:14,  1.02it/s]
 32%|███▏      | 6366/19900 [3:11:39<4:41:30,  1.25s/it]
 32%|███▏      | 6367/19900 [3:11:41<4:58:24,  1.32s/it]
 32%|███▏      | 6368/19900 [3:11:42<4:54:52,  1.31s/it]
 32%|███▏      | 6369/19900 [3:11:45<6:38:29,  1.77s/it]
 32%|███▏      | 6370/19900 [3:11:47<7:03:40,  1.88s/it]
 32%|███▏      | 6371/19900 [3:11:49<7:13:14,  1.92s/it]
 32%|███▏      | 6372/19900 [3:11:51<7:12:52,  1.92s/it]
 32%|███▏      | 6373/19900 [3:11:53<7:06:03,  1.89s/it]
 32%|███▏      | 6374/19900 [3:11:55<6:57:02,  1.85s/it]
 32%|███▏      | 6375/19900 [3:11:56<6:48:28,  1.81s/it]
 32%|███▏      | 6376/19900 [3:11:58<6:40:12,  1.78s/it]
 32%|███▏      | 6377/19900 [3:12:00<6:34:53,  1.75s/it]
 32%|███▏      | 6378/19900 [3:12:01<6:32:11,  1.74s/it]
 32%|███▏      | 6379/19900 [3:12:03<6:26:40,  1.72s/it]
 32%|███▏      | 6380/19900 [3:12:05<6:19:15,  1.68s/it]
 32%|███▏      | 6381/19900 [3:12:06<6:16:40,  1.67s/it]
 32%|███▏      | 6382/19900 [3:12:08<6:16:02,  1.67s/it]
 32%|███▏      | 6383/19900 [3:12:10<6:15:18,  1.67s/it]
 32%|███▏      | 6384/19900 [3:12:11<6:06:59,  1.63s/it]
 32%|███▏      | 6385/19900 [3:12:13<6:00:55,  1.60s/it]
 32%|███▏      | 6386/19900 [3:12:14<5:52:48,  1.57s/it]
 32%|███▏      | 6387/19900 [3:12:16<5:46:42,  1.54s/it]
 32%|███▏      | 6388/19900 [3:12:17<5:41:27,  1.52s/it]
 32%|███▏      | 6389/19900 [3:12:19<5:37:51,  1.50s/it]
 32%|███▏      | 6390/19900 [3:12:20<5:38:21,  1.50s/it]
 32%|███▏      | 6391/19900 [3:12:22<5:35:03,  1.49s/it]
 32%|███▏      | 6392/19900 [3:12:23<5:33:38,  1.48s/it]
 32%|███▏      | 6393/19900 [3:12:25<5:33:30,  1.48s/it]
 32%|███▏      | 6394/19900 [3:12:26<5:27:26,  1.45s/it]
 32%|███▏      | 6395/19900 [3:12:27<5:26:29,  1.45s/it]
 32%|███▏      | 6396/19900 [3:12:29<5:18:40,  1.42s/it]
 32%|███▏      | 6397/19900 [3:12:30<5:11:44,  1.39s/it]
 32%|███▏      | 6398/19900 [3:12:31<5:08:11,  1.37s/it]
 32%|███▏      | 6399/19900 [3:12:33<5:00:48,  1.34s/it]
 32%|███▏      | 6400/19900 [3:12:34<5:00:50,  1.34s/it]
                                                        

 32%|███▏      | 6400/19900 [3:12:34<5:00:50,  1.34s/it]
 32%|███▏      | 6401/19900 [3:12:35<4:57:28,  1.32s/it]
 32%|███▏      | 6402/19900 [3:12:36<4:51:47,  1.30s/it]
 32%|███▏      | 6403/19900 [3:12:38<4:45:35,  1.27s/it]
 32%|███▏      | 6404/19900 [3:12:39<4:41:28,  1.25s/it]
 32%|███▏      | 6405/19900 [3:12:40<4:36:47,  1.23s/it]
 32%|███▏      | 6406/19900 [3:12:41<4:34:27,  1.22s/it]
 32%|███▏      | 6407/19900 [3:12:42<4:33:45,  1.22s/it]
 32%|███▏      | 6408/19900 [3:12:44<4:30:04,  1.20s/it]
 32%|███▏      | 6409/19900 [3:12:45<4:25:17,  1.18s/it]
 32%|███▏      | 6410/19900 [3:12:46<4:18:50,  1.15s/it]
 32%|███▏      | 6411/19900 [3:12:47<4:15:07,  1.13s/it]
 32%|███▏      | 6412/19900 [3:12:48<4:14:06,  1.13s/it]
 32%|███▏      | 6413/19900 [3:12:49<4:06:38,  1.10s/it]
 32%|███▏      | 6414/19900 [3:12:50<3:59:17,  1.06s/it]
 32%|███▏      | 6415/19900 [3:12:51<3:58:13,  1.06s/it]
 32%|███▏      | 6416/19900 [3:12:52<3:50:30,  1.03s/it]
 32%|███▏      | 6417/19900 [3:12:53<3:41:14,  1.02it/s]
 32%|███▏      | 6418/19900 [3:12:55<5:11:31,  1.39s/it]
 32%|███▏      | 6419/19900 [3:12:57<5:54:53,  1.58s/it]
 32%|███▏      | 6420/19900 [3:12:59<6:19:24,  1.69s/it]
 32%|███▏      | 6421/19900 [3:13:01<6:30:19,  1.74s/it]
 32%|███▏      | 6422/19900 [3:13:03<6:35:02,  1.76s/it]
 32%|███▏      | 6423/19900 [3:13:05<6:39:01,  1.78s/it]
 32%|███▏      | 6424/19900 [3:13:07<6:45:23,  1.80s/it]
 32%|███▏      | 6425/19900 [3:13:08<6:38:22,  1.77s/it]
 32%|███▏      | 6426/19900 [3:13:10<6:27:44,  1.73s/it]
 32%|███▏      | 6427/19900 [3:13:12<6:25:29,  1.72s/it]
 32%|███▏      | 6428/19900 [3:13:13<6:17:30,  1.68s/it]
 32%|███▏      | 6429/19900 [3:13:15<6:11:48,  1.66s/it]
 32%|███▏      | 6430/19900 [3:13:16<6:05:28,  1.63s/it]
 32%|███▏      | 6431/19900 [3:13:18<6:01:08,  1.61s/it]
 32%|███▏      | 6432/19900 [3:13:20<5:58:43,  1.60s/it]
 32%|███▏      | 6433/19900 [3:13:21<5:49:58,  1.56s/it]
 32%|███▏      | 6434/19900 [3:13:22<5:46:15,  1.54s/it]
 32%|███▏      | 6435/19900 [3:13:24<5:42:24,  1.53s/it]
 32%|███▏      | 6436/19900 [3:13:25<5:38:14,  1.51s/it]
 32%|███▏      | 6437/19900 [3:13:27<5:33:12,  1.48s/it]
 32%|███▏      | 6438/19900 [3:13:28<5:29:30,  1.47s/it]
 32%|███▏      | 6439/19900 [3:13:30<5:28:47,  1.47s/it]
 32%|███▏      | 6440/19900 [3:13:31<5:38:33,  1.51s/it]
 32%|███▏      | 6441/19900 [3:13:33<5:34:25,  1.49s/it]
 32%|███▏      | 6442/19900 [3:13:34<5:26:17,  1.45s/it]
 32%|███▏      | 6443/19900 [3:13:36<5:17:27,  1.42s/it]
 32%|███▏      | 6444/19900 [3:13:37<5:13:31,  1.40s/it]
 32%|███▏      | 6445/19900 [3:13:38<5:14:11,  1.40s/it]
 32%|███▏      | 6446/19900 [3:13:40<5:07:39,  1.37s/it]
 32%|███▏      | 6447/19900 [3:13:41<5:00:27,  1.34s/it]
 32%|███▏      | 6448/19900 [3:13:42<5:02:05,  1.35s/it]
 32%|███▏      | 6449/19900 [3:13:44<5:01:20,  1.34s/it]
 32%|███▏      | 6450/19900 [3:13:45<4:53:34,  1.31s/it]
 32%|███▏      | 6451/19900 [3:13:46<4:49:05,  1.29s/it]
 32%|███▏      | 6452/19900 [3:13:47<4:44:20,  1.27s/it]
 32%|███▏      | 6453/19900 [3:13:48<4:39:58,  1.25s/it]
 32%|███▏      | 6454/19900 [3:13:50<4:34:15,  1.22s/it]
 32%|███▏      | 6455/19900 [3:13:51<4:34:23,  1.22s/it]
 32%|███▏      | 6456/19900 [3:13:52<4:32:07,  1.21s/it]
 32%|███▏      | 6457/19900 [3:13:53<4:29:45,  1.20s/it]
 32%|███▏      | 6458/19900 [3:13:54<4:24:45,  1.18s/it]
 32%|███▏      | 6459/19900 [3:13:55<4:18:53,  1.16s/it]
 32%|███▏      | 6460/19900 [3:13:57<4:14:12,  1.13s/it]
 32%|███▏      | 6461/19900 [3:13:58<4:11:39,  1.12s/it]
 32%|███▏      | 6462/19900 [3:13:59<4:09:53,  1.12s/it]
 32%|███▏      | 6463/19900 [3:14:00<4:08:23,  1.11s/it]
 32%|███▏      | 6464/19900 [3:14:01<3:58:45,  1.07s/it]
 32%|███▏      | 6465/19900 [3:14:02<3:54:14,  1.05s/it]
 32%|███▏      | 6466/19900 [3:14:03<3:41:07,  1.01it/s]
 32%|███▏      | 6467/19900 [3:14:05<5:16:02,  1.41s/it]
 33%|███▎      | 6468/19900 [3:14:07<6:06:34,  1.64s/it]
 33%|███▎      | 6469/19900 [3:14:09<6:28:05,  1.73s/it]
 33%|███▎      | 6470/19900 [3:14:11<6:41:43,  1.79s/it]
 33%|███▎      | 6471/19900 [3:14:13<6:46:00,  1.81s/it]
 33%|███▎      | 6472/19900 [3:14:15<6:51:20,  1.84s/it]
 33%|███▎      | 6473/19900 [3:14:17<6:46:10,  1.82s/it]
 33%|███▎      | 6474/19900 [3:14:18<6:41:13,  1.79s/it]
 33%|███▎      | 6475/19900 [3:14:20<6:40:37,  1.79s/it]
 33%|███▎      | 6476/19900 [3:14:22<6:36:25,  1.77s/it]
 33%|███▎      | 6477/19900 [3:14:24<6:36:15,  1.77s/it]
 33%|███▎      | 6478/19900 [3:14:25<6:24:37,  1.72s/it]
 33%|███▎      | 6479/19900 [3:14:27<6:12:48,  1.67s/it]
 33%|███▎      | 6480/19900 [3:14:28<6:10:13,  1.66s/it]
 33%|███▎      | 6481/19900 [3:14:30<6:06:04,  1.64s/it]
 33%|███▎      | 6482/19900 [3:14:32<6:02:09,  1.62s/it]
 33%|███▎      | 6483/19900 [3:14:33<5:57:57,  1.60s/it]
 33%|███▎      | 6484/19900 [3:14:35<5:53:04,  1.58s/it]
 33%|███▎      | 6485/19900 [3:14:36<5:50:14,  1.57s/it]
 33%|███▎      | 6486/19900 [3:14:38<5:44:29,  1.54s/it]
 33%|███▎      | 6487/19900 [3:14:39<5:38:45,  1.52s/it]
 33%|███▎      | 6488/19900 [3:14:41<5:35:02,  1.50s/it]
 33%|███▎      | 6489/19900 [3:14:42<5:28:52,  1.47s/it]
 33%|███▎      | 6490/19900 [3:14:43<5:26:03,  1.46s/it]
 33%|███▎      | 6491/19900 [3:14:45<5:20:50,  1.44s/it]
 33%|███▎      | 6492/19900 [3:14:46<5:28:02,  1.47s/it]
 33%|███▎      | 6493/19900 [3:14:48<5:20:18,  1.43s/it]
 33%|███▎      | 6494/19900 [3:14:49<5:12:48,  1.40s/it]
 33%|███▎      | 6495/19900 [3:14:50<5:06:11,  1.37s/it]
 33%|███▎      | 6496/19900 [3:14:52<5:06:02,  1.37s/it]
 33%|███▎      | 6497/19900 [3:14:53<4:59:32,  1.34s/it]
 33%|███▎      | 6498/19900 [3:14:54<4:58:15,  1.34s/it]
 33%|███▎      | 6499/19900 [3:14:56<4:58:01,  1.33s/it]
 33%|███▎      | 6500/19900 [3:14:57<4:52:20,  1.31s/it]
                                                        

 33%|███▎      | 6500/19900 [3:14:57<4:52:20,  1.31s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 2.168361186981201, 'eval_wer': 0.9732927653820149, 'eval_cer': 0.4673855328186905, 'eval_runtime': 121.2096, 'eval_samples_per_second': 24.404, 'eval_steps_per_second': 3.053, 'epoch': 30.15}
{'loss': 3.3573, 'learning_rate': 5.785055865921787e-05, 'epoch': 30.65}
{'loss': 3.3821, 'learning_rate': 5.743156424581005e-05, 'epoch': 31.16}
{'loss': 3.3188, 'learning_rate': 5.701256983240223e-05, 'epoch': 31.66}
{'loss': 3.3519, 'learning_rate': 5.659357541899441e-05, 'epoch': 32.16}
{'loss': 3.2736, 'learning_rate': 5.6174581005586586e-05, 'epoch': 32.66}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:44,  8.35it/s]

  1%|          | 3/370 [00:00<01:03,  5.74it/s]

  1%|          | 4/370 [00:00<01:15,  4.86it/s]

  1%|▏         | 5/370 [00:00<01:19,  4.57it/s]

  2%|▏         | 6/370 [00:01<01:14,  4.92it/s]

  2%|▏         | 7/370 [00:01<01:23,  4.35it/s]

  2%|▏         | 8/370 [00:01<01:22,  4.38it/s]

  2%|▏         | 9/370 [00:01<01:23,  4.34it/s]

  3%|▎         | 10/370 [00:02<01:23,  4.32it/s]

  3%|▎         | 11/370 [00:02<01:22,  4.33it/s]

  3%|▎         | 12/370 [00:02<01:25,  4.18it/s]

  4%|▎         | 13/370 [00:02<01:24,  4.21it/s]

  4%|▍         | 14/370 [00:03<01:28,  4.04it/s]

  4%|▍         | 15/370 [00:03<01:25,  4.17it/s]

  4%|▍         | 16/370 [00:03<01:27,  4.07it/s]

  5%|▍         | 17/370 [00:03<01:21,  4.33it/s]

  5%|▍         | 18/370 [00:04<01:17,  4.56it/s]

  5%|▌         | 19/370 [00:04<01:23,  4.22it/s]

  5%|▌         | 20/370 [00:04<01:32,  3.77it/s]

  6%|▌         | 21/370 [00:04<01:25,  4.08it/s]

  6%|▌         | 22/370 [00:05<01:24,  4.11it/s]

  6%|▌         | 23/370 [00:05<01:21,  4.28it/s]

  6%|▋         | 24/370 [00:05<01:20,  4.30it/s]

  7%|▋         | 25/370 [00:05<01:19,  4.32it/s]

  7%|▋         | 26/370 [00:05<01:15,  4.58it/s]

  7%|▋         | 27/370 [00:06<01:20,  4.29it/s]

  8%|▊         | 28/370 [00:06<01:23,  4.12it/s]

  8%|▊         | 29/370 [00:06<01:24,  4.02it/s]

  8%|▊         | 30/370 [00:06<01:24,  4.04it/s]

  8%|▊         | 31/370 [00:07<01:26,  3.90it/s]

  9%|▊         | 32/370 [00:07<01:22,  4.10it/s]

  9%|▉         | 33/370 [00:07<01:19,  4.22it/s]

  9%|▉         | 34/370 [00:07<01:18,  4.30it/s]

  9%|▉         | 35/370 [00:08<01:21,  4.12it/s]

 10%|▉         | 36/370 [00:08<01:19,  4.18it/s]

 10%|█         | 37/370 [00:08<01:15,  4.42it/s]

 10%|█         | 38/370 [00:08<01:14,  4.43it/s]

 11%|█         | 39/370 [00:08<01:11,  4.63it/s]

 11%|█         | 40/370 [00:09<01:12,  4.52it/s]

 11%|█         | 41/370 [00:09<01:10,  4.64it/s]

 11%|█▏        | 42/370 [00:09<01:14,  4.41it/s]

 12%|█▏        | 43/370 [00:09<01:14,  4.36it/s]

 12%|█▏        | 44/370 [00:10<01:12,  4.49it/s]

 12%|█▏        | 45/370 [00:10<01:20,  4.06it/s]

 12%|█▏        | 46/370 [00:10<01:16,  4.22it/s]

 13%|█▎        | 47/370 [00:10<01:22,  3.91it/s]

 13%|█▎        | 48/370 [00:11<01:23,  3.84it/s]

 13%|█▎        | 49/370 [00:11<01:18,  4.09it/s]

 14%|█▎        | 50/370 [00:11<01:11,  4.47it/s]

 14%|█▍        | 51/370 [00:11<01:21,  3.92it/s]

 14%|█▍        | 52/370 [00:12<01:14,  4.28it/s]

 14%|█▍        | 53/370 [00:12<01:21,  3.88it/s]

 15%|█▍        | 54/370 [00:12<01:27,  3.62it/s]

 15%|█▍        | 55/370 [00:13<01:25,  3.67it/s]

 15%|█▌        | 56/370 [00:13<01:21,  3.85it/s]

 15%|█▌        | 57/370 [00:13<01:12,  4.33it/s]

 16%|█▌        | 58/370 [00:13<01:17,  4.00it/s]

 16%|█▌        | 59/370 [00:13<01:14,  4.15it/s]

 16%|█▌        | 60/370 [00:14<01:10,  4.42it/s]

 16%|█▋        | 61/370 [00:14<01:08,  4.54it/s]

 17%|█▋        | 62/370 [00:14<01:14,  4.13it/s]

 17%|█▋        | 63/370 [00:14<01:08,  4.48it/s]

 17%|█▋        | 64/370 [00:14<01:06,  4.63it/s]

 18%|█▊        | 65/370 [00:15<01:08,  4.43it/s]

 18%|█▊        | 66/370 [00:15<01:06,  4.59it/s]

 18%|█▊        | 67/370 [00:15<01:08,  4.45it/s]

 18%|█▊        | 68/370 [00:15<01:12,  4.18it/s]

 19%|█▊        | 69/370 [00:16<01:08,  4.43it/s]

 19%|█▉        | 70/370 [00:16<01:06,  4.52it/s]

 19%|█▉        | 71/370 [00:16<01:09,  4.27it/s]

 19%|█▉        | 72/370 [00:16<01:04,  4.61it/s]

 20%|█▉        | 73/370 [00:17<01:06,  4.49it/s]

 20%|██        | 74/370 [00:17<01:08,  4.30it/s]

 20%|██        | 75/370 [00:17<01:09,  4.26it/s]

 21%|██        | 76/370 [00:17<01:04,  4.52it/s]

 21%|██        | 77/370 [00:17<01:02,  4.68it/s]

 21%|██        | 78/370 [00:18<01:05,  4.44it/s]

 21%|██▏       | 79/370 [00:18<01:08,  4.23it/s]

 22%|██▏       | 80/370 [00:18<01:07,  4.28it/s]

 22%|██▏       | 81/370 [00:18<01:04,  4.45it/s]

 22%|██▏       | 82/370 [00:19<01:04,  4.45it/s]

 22%|██▏       | 83/370 [00:19<01:06,  4.32it/s]

 23%|██▎       | 84/370 [00:19<01:07,  4.23it/s]

 23%|██▎       | 85/370 [00:19<01:04,  4.41it/s]

 23%|██▎       | 86/370 [00:19<01:03,  4.45it/s]

 24%|██▎       | 87/370 [00:20<01:01,  4.57it/s]

 24%|██▍       | 88/370 [00:20<01:04,  4.36it/s]

 24%|██▍       | 89/370 [00:20<01:05,  4.30it/s]

 24%|██▍       | 90/370 [00:20<01:03,  4.40it/s]

 25%|██▍       | 91/370 [00:21<01:03,  4.42it/s]

 25%|██▍       | 92/370 [00:21<01:05,  4.27it/s]

 25%|██▌       | 93/370 [00:21<01:07,  4.11it/s]

 25%|██▌       | 94/370 [00:21<01:06,  4.15it/s]

 26%|██▌       | 95/370 [00:22<01:11,  3.83it/s]

 26%|██▌       | 96/370 [00:22<01:11,  3.85it/s]

 26%|██▌       | 97/370 [00:22<01:08,  4.01it/s]

 26%|██▋       | 98/370 [00:22<01:05,  4.13it/s]

 27%|██▋       | 99/370 [00:23<01:04,  4.22it/s]

 27%|██▋       | 100/370 [00:23<01:01,  4.39it/s]

 27%|██▋       | 101/370 [00:23<00:59,  4.48it/s]

 28%|██▊       | 102/370 [00:23<00:58,  4.61it/s]

 28%|██▊       | 103/370 [00:23<00:55,  4.85it/s]

 28%|██▊       | 104/370 [00:24<01:00,  4.38it/s]

 28%|██▊       | 105/370 [00:24<00:58,  4.51it/s]

 29%|██▊       | 106/370 [00:24<01:00,  4.34it/s]

 29%|██▉       | 107/370 [00:24<00:59,  4.39it/s]

 29%|██▉       | 108/370 [00:25<00:59,  4.43it/s]

 29%|██▉       | 109/370 [00:25<01:03,  4.13it/s]

 30%|██▉       | 110/370 [00:25<00:59,  4.39it/s]

 30%|███       | 111/370 [00:25<00:57,  4.51it/s]

 30%|███       | 112/370 [00:26<00:58,  4.37it/s]

 31%|███       | 113/370 [00:26<00:58,  4.36it/s]

 31%|███       | 114/370 [00:26<00:58,  4.39it/s]

 31%|███       | 115/370 [00:26<01:02,  4.07it/s]

 31%|███▏      | 116/370 [00:27<01:05,  3.85it/s]

 32%|███▏      | 117/370 [00:27<01:08,  3.70it/s]

 32%|███▏      | 118/370 [00:27<01:07,  3.75it/s]

 32%|███▏      | 119/370 [00:27<01:05,  3.83it/s]

 32%|███▏      | 120/370 [00:28<01:05,  3.80it/s]

 33%|███▎      | 121/370 [00:28<01:03,  3.91it/s]

 33%|███▎      | 122/370 [00:28<01:05,  3.78it/s]

 33%|███▎      | 123/370 [00:28<01:00,  4.09it/s]

 34%|███▎      | 124/370 [00:29<00:55,  4.46it/s]

 34%|███▍      | 125/370 [00:29<00:56,  4.30it/s]

 34%|███▍      | 126/370 [00:29<00:55,  4.40it/s]

 34%|███▍      | 127/370 [00:29<00:57,  4.22it/s]

 35%|███▍      | 128/370 [00:30<00:59,  4.04it/s]

 35%|███▍      | 129/370 [00:30<01:04,  3.76it/s]

 35%|███▌      | 130/370 [00:30<01:08,  3.49it/s]

 35%|███▌      | 131/370 [00:31<01:11,  3.35it/s]

 36%|███▌      | 132/370 [00:31<01:03,  3.74it/s]

 36%|███▌      | 133/370 [00:31<01:01,  3.86it/s]

 36%|███▌      | 134/370 [00:31<00:59,  3.94it/s]

 36%|███▋      | 135/370 [00:31<00:58,  4.00it/s]

 37%|███▋      | 136/370 [00:32<00:57,  4.09it/s]

 37%|███▋      | 137/370 [00:32<00:57,  4.06it/s]

 37%|███▋      | 138/370 [00:32<00:56,  4.12it/s]

 38%|███▊      | 139/370 [00:32<00:54,  4.26it/s]

 38%|███▊      | 140/370 [00:33<00:51,  4.43it/s]

 38%|███▊      | 141/370 [00:33<00:56,  4.02it/s]

 38%|███▊      | 142/370 [00:33<00:57,  3.97it/s]

 39%|███▊      | 143/370 [00:33<00:55,  4.09it/s]

 39%|███▉      | 144/370 [00:34<00:56,  3.98it/s]

 39%|███▉      | 145/370 [00:34<01:00,  3.74it/s]

 39%|███▉      | 146/370 [00:34<00:57,  3.90it/s]

 40%|███▉      | 147/370 [00:34<00:56,  3.95it/s]

 40%|████      | 148/370 [00:35<00:59,  3.76it/s]

 40%|████      | 149/370 [00:35<00:56,  3.90it/s]

 41%|████      | 150/370 [00:35<00:52,  4.20it/s]

 41%|████      | 151/370 [00:35<00:49,  4.39it/s]

 41%|████      | 152/370 [00:36<00:52,  4.19it/s]

 41%|████▏     | 153/370 [00:36<00:51,  4.19it/s]

 42%|████▏     | 154/370 [00:36<00:51,  4.21it/s]

 42%|████▏     | 155/370 [00:36<00:51,  4.15it/s]

 42%|████▏     | 156/370 [00:37<00:53,  4.01it/s]

 42%|████▏     | 157/370 [00:37<00:53,  4.00it/s]

 43%|████▎     | 158/370 [00:37<00:52,  4.07it/s]

 43%|████▎     | 159/370 [00:37<00:48,  4.34it/s]

 43%|████▎     | 160/370 [00:38<00:49,  4.22it/s]

 44%|████▎     | 161/370 [00:38<00:49,  4.20it/s]

 44%|████▍     | 162/370 [00:38<00:51,  4.06it/s]

 44%|████▍     | 163/370 [00:38<00:48,  4.29it/s]

 44%|████▍     | 164/370 [00:38<00:47,  4.32it/s]

 45%|████▍     | 165/370 [00:39<00:50,  4.10it/s]

 45%|████▍     | 166/370 [00:39<00:49,  4.09it/s]

 45%|████▌     | 167/370 [00:39<00:49,  4.12it/s]

 45%|████▌     | 168/370 [00:39<00:47,  4.21it/s]

 46%|████▌     | 169/370 [00:40<00:47,  4.22it/s]

 46%|████▌     | 170/370 [00:40<00:48,  4.17it/s]

 46%|████▌     | 171/370 [00:40<00:49,  4.03it/s]

 46%|████▋     | 172/370 [00:40<00:49,  4.03it/s]

 47%|████▋     | 173/370 [00:41<00:44,  4.39it/s]

 47%|████▋     | 174/370 [00:41<00:46,  4.23it/s]

 47%|████▋     | 175/370 [00:41<00:44,  4.37it/s]

 48%|████▊     | 176/370 [00:41<00:42,  4.52it/s]

 48%|████▊     | 177/370 [00:42<00:45,  4.27it/s]

 48%|████▊     | 178/370 [00:42<00:43,  4.44it/s]

 48%|████▊     | 179/370 [00:42<00:43,  4.39it/s]

 49%|████▊     | 180/370 [00:42<00:39,  4.79it/s]

 49%|████▉     | 181/370 [00:42<00:40,  4.72it/s]

 49%|████▉     | 182/370 [00:43<00:40,  4.65it/s]

 49%|████▉     | 183/370 [00:43<00:45,  4.13it/s]

 50%|████▉     | 184/370 [00:43<00:46,  4.02it/s]

 50%|█████     | 185/370 [00:43<00:43,  4.26it/s]

 50%|█████     | 186/370 [00:44<00:43,  4.20it/s]

 51%|█████     | 187/370 [00:44<00:44,  4.12it/s]

 51%|█████     | 188/370 [00:44<00:44,  4.11it/s]

 51%|█████     | 189/370 [00:44<00:45,  3.97it/s]

 51%|█████▏    | 190/370 [00:45<00:44,  4.09it/s]

 52%|█████▏    | 191/370 [00:45<00:42,  4.24it/s]

 52%|█████▏    | 192/370 [00:45<00:43,  4.10it/s]

 52%|█████▏    | 193/370 [00:45<00:47,  3.74it/s]

 52%|█████▏    | 194/370 [00:46<00:42,  4.18it/s]

 53%|█████▎    | 195/370 [00:46<00:42,  4.07it/s]

 53%|█████▎    | 196/370 [00:46<00:41,  4.16it/s]

 53%|█████▎    | 197/370 [00:46<00:40,  4.25it/s]

 54%|█████▎    | 198/370 [00:47<00:40,  4.21it/s]

 54%|█████▍    | 199/370 [00:47<00:40,  4.27it/s]

 54%|█████▍    | 200/370 [00:47<00:40,  4.16it/s]

 54%|█████▍    | 201/370 [00:47<00:39,  4.25it/s]

 55%|█████▍    | 202/370 [00:47<00:39,  4.26it/s]

 55%|█████▍    | 203/370 [00:48<00:39,  4.23it/s]

 55%|█████▌    | 204/370 [00:48<00:41,  3.96it/s]

 55%|█████▌    | 205/370 [00:48<00:39,  4.23it/s]

 56%|█████▌    | 206/370 [00:48<00:39,  4.12it/s]

 56%|█████▌    | 207/370 [00:49<00:40,  4.05it/s]

 56%|█████▌    | 208/370 [00:49<00:42,  3.84it/s]

 56%|█████▋    | 209/370 [00:49<00:40,  3.95it/s]

 57%|█████▋    | 210/370 [00:50<00:42,  3.78it/s]

 57%|█████▋    | 211/370 [00:50<00:43,  3.62it/s]

 57%|█████▋    | 212/370 [00:50<00:42,  3.72it/s]

 58%|█████▊    | 213/370 [00:50<00:43,  3.65it/s]

 58%|█████▊    | 214/370 [00:51<00:40,  3.85it/s]

 58%|█████▊    | 215/370 [00:51<00:40,  3.83it/s]

 58%|█████▊    | 216/370 [00:51<00:38,  3.96it/s]

 59%|█████▊    | 217/370 [00:51<00:38,  4.01it/s]

 59%|█████▉    | 218/370 [00:52<00:36,  4.21it/s]

 59%|█████▉    | 219/370 [00:52<00:37,  4.04it/s]

 59%|█████▉    | 220/370 [00:52<00:37,  4.05it/s]

 60%|█████▉    | 221/370 [00:52<00:38,  3.89it/s]

 60%|██████    | 222/370 [00:53<00:37,  4.00it/s]

 60%|██████    | 223/370 [00:53<00:38,  3.81it/s]

 61%|██████    | 224/370 [00:53<00:41,  3.54it/s]

 61%|██████    | 225/370 [00:54<00:44,  3.29it/s]

 61%|██████    | 226/370 [00:54<00:41,  3.44it/s]

 61%|██████▏   | 227/370 [00:54<00:41,  3.41it/s]

 62%|██████▏   | 228/370 [00:54<00:41,  3.40it/s]

 62%|██████▏   | 229/370 [00:55<00:41,  3.38it/s]

 62%|██████▏   | 230/370 [00:55<00:41,  3.40it/s]

 62%|██████▏   | 231/370 [00:55<00:39,  3.54it/s]

 63%|██████▎   | 232/370 [00:56<00:40,  3.41it/s]

 63%|██████▎   | 233/370 [00:56<00:40,  3.35it/s]

 63%|██████▎   | 234/370 [00:56<00:38,  3.49it/s]

 64%|██████▎   | 235/370 [00:56<00:37,  3.63it/s]

 64%|██████▍   | 236/370 [00:57<00:35,  3.77it/s]

 64%|██████▍   | 237/370 [00:57<00:35,  3.73it/s]

 64%|██████▍   | 238/370 [00:57<00:34,  3.79it/s]

 65%|██████▍   | 239/370 [00:57<00:34,  3.84it/s]

 65%|██████▍   | 240/370 [00:58<00:35,  3.66it/s]

 65%|██████▌   | 241/370 [00:58<00:35,  3.60it/s]

 65%|██████▌   | 242/370 [00:58<00:34,  3.70it/s]

 66%|██████▌   | 243/370 [00:59<00:37,  3.40it/s]

 66%|██████▌   | 244/370 [00:59<00:39,  3.21it/s]

 66%|██████▌   | 245/370 [00:59<00:37,  3.37it/s]

 66%|██████▋   | 246/370 [00:59<00:35,  3.50it/s]

 67%|██████▋   | 247/370 [01:00<00:32,  3.81it/s]

 67%|██████▋   | 248/370 [01:00<00:30,  3.97it/s]

 67%|██████▋   | 249/370 [01:00<00:30,  3.93it/s]

 68%|██████▊   | 250/370 [01:00<00:31,  3.78it/s]

 68%|██████▊   | 251/370 [01:01<00:30,  3.85it/s]

 68%|██████▊   | 252/370 [01:01<00:34,  3.43it/s]

 68%|██████▊   | 253/370 [01:01<00:33,  3.49it/s]

 69%|██████▊   | 254/370 [01:02<00:33,  3.51it/s]

 69%|██████▉   | 255/370 [01:02<00:34,  3.33it/s]

 69%|██████▉   | 256/370 [01:02<00:34,  3.28it/s]

 69%|██████▉   | 257/370 [01:03<00:35,  3.23it/s]

 70%|██████▉   | 258/370 [01:03<00:33,  3.30it/s]

 70%|███████   | 259/370 [01:03<00:32,  3.39it/s]

 70%|███████   | 260/370 [01:03<00:30,  3.61it/s]

 71%|███████   | 261/370 [01:04<00:30,  3.53it/s]

 71%|███████   | 262/370 [01:04<00:30,  3.49it/s]

 71%|███████   | 263/370 [01:04<00:31,  3.38it/s]

 71%|███████▏  | 264/370 [01:05<00:32,  3.21it/s]

 72%|███████▏  | 265/370 [01:05<00:31,  3.33it/s]

 72%|███████▏  | 266/370 [01:05<00:31,  3.28it/s]

 72%|███████▏  | 267/370 [01:06<00:31,  3.22it/s]

 72%|███████▏  | 268/370 [01:06<00:31,  3.24it/s]

 73%|███████▎  | 269/370 [01:06<00:31,  3.18it/s]

 73%|███████▎  | 270/370 [01:07<00:31,  3.21it/s]

 73%|███████▎  | 271/370 [01:07<00:31,  3.14it/s]

 74%|███████▎  | 272/370 [01:07<00:29,  3.35it/s]

 74%|███████▍  | 273/370 [01:07<00:29,  3.32it/s]

 74%|███████▍  | 274/370 [01:08<00:28,  3.39it/s]

 74%|███████▍  | 275/370 [01:08<00:27,  3.39it/s]

 75%|███████▍  | 276/370 [01:08<00:27,  3.41it/s]

 75%|███████▍  | 277/370 [01:09<00:28,  3.31it/s]

 75%|███████▌  | 278/370 [01:09<00:28,  3.24it/s]

 75%|███████▌  | 279/370 [01:09<00:28,  3.24it/s]

 76%|███████▌  | 280/370 [01:10<00:28,  3.15it/s]

 76%|███████▌  | 281/370 [01:10<00:27,  3.22it/s]

 76%|███████▌  | 282/370 [01:10<00:26,  3.29it/s]

 76%|███████▋  | 283/370 [01:10<00:26,  3.30it/s]

 77%|███████▋  | 284/370 [01:11<00:26,  3.25it/s]

 77%|███████▋  | 285/370 [01:11<00:27,  3.07it/s]

 77%|███████▋  | 286/370 [01:11<00:27,  3.06it/s]

 78%|███████▊  | 287/370 [01:12<00:26,  3.15it/s]

 78%|███████▊  | 288/370 [01:12<00:25,  3.22it/s]

 78%|███████▊  | 289/370 [01:12<00:24,  3.37it/s]

 78%|███████▊  | 290/370 [01:13<00:24,  3.25it/s]

 79%|███████▊  | 291/370 [01:13<00:24,  3.22it/s]

 79%|███████▉  | 292/370 [01:13<00:23,  3.34it/s]

 79%|███████▉  | 293/370 [01:14<00:23,  3.26it/s]

 79%|███████▉  | 294/370 [01:14<00:22,  3.36it/s]

 80%|███████▉  | 295/370 [01:14<00:21,  3.48it/s]

 80%|████████  | 296/370 [01:14<00:21,  3.52it/s]

 80%|████████  | 297/370 [01:15<00:21,  3.35it/s]

 81%|████████  | 298/370 [01:15<00:22,  3.17it/s]

 81%|████████  | 299/370 [01:15<00:21,  3.24it/s]

 81%|████████  | 300/370 [01:16<00:21,  3.26it/s]

 81%|████████▏ | 301/370 [01:16<00:21,  3.17it/s]

 82%|████████▏ | 302/370 [01:16<00:20,  3.33it/s]

 82%|████████▏ | 303/370 [01:17<00:20,  3.32it/s]

 82%|████████▏ | 304/370 [01:17<00:19,  3.34it/s]

 82%|████████▏ | 305/370 [01:17<00:20,  3.24it/s]

 83%|████████▎ | 306/370 [01:18<00:19,  3.28it/s]

 83%|████████▎ | 307/370 [01:18<00:18,  3.34it/s]

 83%|████████▎ | 308/370 [01:18<00:18,  3.38it/s]

 84%|████████▎ | 309/370 [01:18<00:18,  3.33it/s]

 84%|████████▍ | 310/370 [01:19<00:19,  3.15it/s]

 84%|████████▍ | 311/370 [01:19<00:18,  3.15it/s]

 84%|████████▍ | 312/370 [01:19<00:18,  3.16it/s]

 85%|████████▍ | 313/370 [01:20<00:17,  3.27it/s]

 85%|████████▍ | 314/370 [01:20<00:16,  3.49it/s]

 85%|████████▌ | 315/370 [01:20<00:15,  3.55it/s]

 85%|████████▌ | 316/370 [01:20<00:15,  3.51it/s]

 86%|████████▌ | 317/370 [01:21<00:15,  3.42it/s]

 86%|████████▌ | 318/370 [01:21<00:15,  3.28it/s]

 86%|████████▌ | 319/370 [01:21<00:14,  3.40it/s]

 86%|████████▋ | 320/370 [01:22<00:15,  3.31it/s]

 87%|████████▋ | 321/370 [01:22<00:14,  3.29it/s]

 87%|████████▋ | 322/370 [01:22<00:15,  3.14it/s]

 87%|████████▋ | 323/370 [01:23<00:14,  3.22it/s]

 88%|████████▊ | 324/370 [01:23<00:13,  3.39it/s]

 88%|████████▊ | 325/370 [01:23<00:13,  3.42it/s]

 88%|████████▊ | 326/370 [01:23<00:13,  3.37it/s]

 88%|████████▊ | 327/370 [01:24<00:13,  3.30it/s]

 89%|████████▊ | 328/370 [01:24<00:11,  3.55it/s]

 89%|████████▉ | 329/370 [01:24<00:11,  3.64it/s]

 89%|████████▉ | 330/370 [01:25<00:12,  3.16it/s]

 89%|████████▉ | 331/370 [01:25<00:12,  3.20it/s]

 90%|████████▉ | 332/370 [01:25<00:11,  3.30it/s]

 90%|█████████ | 333/370 [01:26<00:10,  3.40it/s]

 90%|█████████ | 334/370 [01:26<00:10,  3.39it/s]

 91%|█████████ | 335/370 [01:26<00:09,  3.52it/s]

 91%|█████████ | 336/370 [01:26<00:09,  3.54it/s]

 91%|█████████ | 337/370 [01:27<00:09,  3.36it/s]

 91%|█████████▏| 338/370 [01:27<00:09,  3.27it/s]

 92%|█████████▏| 339/370 [01:27<00:09,  3.31it/s]

 92%|█████████▏| 340/370 [01:28<00:09,  3.13it/s]

 92%|█████████▏| 341/370 [01:28<00:08,  3.29it/s]

 92%|█████████▏| 342/370 [01:28<00:08,  3.44it/s]

 93%|█████████▎| 343/370 [01:28<00:07,  3.59it/s]

 93%|█████████▎| 344/370 [01:29<00:08,  3.18it/s]

 93%|█████████▎| 345/370 [01:29<00:08,  3.04it/s]

 94%|█████████▎| 346/370 [01:30<00:07,  3.01it/s]

 94%|█████████▍| 347/370 [01:30<00:07,  3.00it/s]

 94%|█████████▍| 348/370 [01:30<00:06,  3.22it/s]

 94%|█████████▍| 349/370 [01:31<00:06,  3.18it/s]

 95%|█████████▍| 350/370 [01:31<00:06,  3.29it/s]

 95%|█████████▍| 351/370 [01:31<00:05,  3.18it/s]

 95%|█████████▌| 352/370 [01:31<00:05,  3.09it/s]

 95%|█████████▌| 353/370 [01:32<00:05,  3.14it/s]

 96%|█████████▌| 354/370 [01:32<00:05,  3.15it/s]

 96%|█████████▌| 355/370 [01:32<00:04,  3.33it/s]

 96%|█████████▌| 356/370 [01:33<00:04,  3.37it/s]

 96%|█████████▋| 357/370 [01:33<00:03,  3.52it/s]

 97%|█████████▋| 358/370 [01:33<00:03,  3.81it/s]

 97%|█████████▋| 359/370 [01:33<00:02,  3.83it/s]

 97%|█████████▋| 360/370 [01:34<00:02,  3.66it/s]

 98%|█████████▊| 361/370 [01:34<00:02,  3.73it/s]

 98%|█████████▊| 362/370 [01:34<00:02,  3.75it/s]

 98%|█████████▊| 363/370 [01:34<00:01,  4.11it/s]

 98%|█████████▊| 364/370 [01:35<00:01,  3.75it/s]

 99%|█████████▊| 365/370 [01:35<00:01,  3.94it/s]

 99%|█████████▉| 366/370 [01:35<00:01,  3.90it/s]

 99%|█████████▉| 367/370 [01:35<00:00,  3.92it/s]

 99%|█████████▉| 368/370 [01:36<00:00,  3.93it/s]

100%|█████████▉| 369/370 [01:36<00:00,  3.87it/s]

100%|██████████| 370/370 [01:36<00:00,  4.10it/s]
                                                        

                                                 

 33%|███▎      | 6500/19900 [3:17:00<4:52:20,  1.31s/it]

100%|██████████| 370/370 [02:03<00:00,  4.10it/s]

                                                 Saving model checkpoint to ./checkpoint-6500
Configuration saved in ./checkpoint-6500/config.json
Model weights saved in ./checkpoint-6500/pytorch_model.bin
Configuration saved in ./checkpoint-6500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-5000] due to args.save_total_limit

 33%|███▎      | 6501/19900 [3:18:22<231:56:03, 62.32s/it]
 33%|███▎      | 6502/19900 [3:18:23<163:43:20, 43.99s/it]
 33%|███▎      | 6503/19900 [3:18:24<115:57:35, 31.16s/it]
 33%|███▎      | 6504/19900 [3:18:25<82:38:47, 22.21s/it] 
 33%|███▎      | 6505/19900 [3:18:27<59:11:59, 15.91s/it]
 33%|███▎      | 6506/19900 [3:18:28<42:47:57, 11.50s/it]
 33%|███▎      | 6507/19900 [3:18:29<31:18:17,  8.41s/it]
 33%|███▎      | 6508/19900 [3:18:30<23:10:15,  6.23s/it]
 33%|███▎      | 6509/19900 [3:18:31<17:26:59,  4.69s/it]
 33%|███▎      | 6510/19900 [3:18:32<13:26:33,  3.61s/it]
 33%|███▎      | 6511/19900 [3:18:33<10:29:57,  2.82s/it]
 33%|███▎      | 6512/19900 [3:18:34<8:32:29,  2.30s/it] 
 33%|███▎      | 6513/19900 [3:18:35<7:08:45,  1.92s/it]
 33%|███▎      | 6514/19900 [3:18:36<6:05:25,  1.64s/it]
 33%|███▎      | 6515/19900 [3:18:37<5:14:27,  1.41s/it]
 33%|███▎      | 6516/19900 [3:18:40<6:22:29,  1.71s/it]
 33%|███▎      | 6517/19900 [3:18:42<6:53:10,  1.85s/it]
 33%|███▎      | 6518/19900 [3:18:44<7:03:34,  1.90s/it]
 33%|███▎      | 6519/19900 [3:18:46<7:06:59,  1.91s/it]
 33%|███▎      | 6520/19900 [3:18:48<7:02:45,  1.90s/it]
 33%|███▎      | 6521/19900 [3:18:49<6:56:48,  1.87s/it]
 33%|███▎      | 6522/19900 [3:18:51<6:45:19,  1.82s/it]
 33%|███▎      | 6523/19900 [3:18:53<6:35:39,  1.77s/it]
 33%|███▎      | 6524/19900 [3:18:55<6:33:39,  1.77s/it]
 33%|███▎      | 6525/19900 [3:18:56<6:24:26,  1.72s/it]
 33%|███▎      | 6526/19900 [3:18:58<6:17:02,  1.69s/it]
 33%|███▎      | 6527/19900 [3:18:59<6:14:23,  1.68s/it]
 33%|███▎      | 6528/19900 [3:19:01<6:15:52,  1.69s/it]
 33%|███▎      | 6529/19900 [3:19:03<6:08:14,  1.65s/it]
 33%|███▎      | 6530/19900 [3:19:04<5:59:33,  1.61s/it]
 33%|███▎      | 6531/19900 [3:19:06<5:54:33,  1.59s/it]
 33%|███▎      | 6532/19900 [3:19:07<5:50:40,  1.57s/it]
 33%|███▎      | 6533/19900 [3:19:09<5:48:34,  1.56s/it]
 33%|███▎      | 6534/19900 [3:19:10<5:43:07,  1.54s/it]
 33%|███▎      | 6535/19900 [3:19:12<5:39:07,  1.52s/it]
 33%|███▎      | 6536/19900 [3:19:13<5:39:01,  1.52s/it]
 33%|███▎      | 6537/19900 [3:19:15<5:36:22,  1.51s/it]
 33%|███▎      | 6538/19900 [3:19:16<5:37:47,  1.52s/it]
 33%|███▎      | 6539/19900 [3:19:18<5:35:07,  1.50s/it]
 33%|███▎      | 6540/19900 [3:19:19<5:31:59,  1.49s/it]
 33%|███▎      | 6541/19900 [3:19:21<5:24:55,  1.46s/it]
 33%|███▎      | 6542/19900 [3:19:22<5:21:51,  1.45s/it]
 33%|███▎      | 6543/19900 [3:19:23<5:14:09,  1.41s/it]
 33%|███▎      | 6544/19900 [3:19:25<5:06:20,  1.38s/it]
 33%|███▎      | 6545/19900 [3:19:26<5:06:31,  1.38s/it]
 33%|███▎      | 6546/19900 [3:19:27<5:05:21,  1.37s/it]
 33%|███▎      | 6547/19900 [3:19:29<5:02:01,  1.36s/it]
 33%|███▎      | 6548/19900 [3:19:30<4:55:56,  1.33s/it]
 33%|███▎      | 6549/19900 [3:19:31<4:50:52,  1.31s/it]
 33%|███▎      | 6550/19900 [3:19:33<4:48:21,  1.30s/it]
 33%|███▎      | 6551/19900 [3:19:34<4:45:15,  1.28s/it]
 33%|███▎      | 6552/19900 [3:19:35<4:41:13,  1.26s/it]
 33%|███▎      | 6553/19900 [3:19:36<4:37:59,  1.25s/it]
 33%|███▎      | 6554/19900 [3:19:37<4:34:00,  1.23s/it]
 33%|███▎      | 6555/19900 [3:19:39<4:27:50,  1.20s/it]
 33%|███▎      | 6556/19900 [3:19:40<4:22:39,  1.18s/it]
 33%|███▎      | 6557/19900 [3:19:41<4:17:32,  1.16s/it]
 33%|███▎      | 6558/19900 [3:19:42<4:12:56,  1.14s/it]
 33%|███▎      | 6559/19900 [3:19:43<4:07:43,  1.11s/it]
 33%|███▎      | 6560/19900 [3:19:44<4:02:07,  1.09s/it]
 33%|███▎      | 6561/19900 [3:19:45<3:54:26,  1.05s/it]
 33%|███▎      | 6562/19900 [3:19:46<3:50:35,  1.04s/it]
 33%|███▎      | 6563/19900 [3:19:47<3:43:38,  1.01s/it]
 33%|███▎      | 6564/19900 [3:19:48<3:34:52,  1.03it/s]
 33%|███▎      | 6565/19900 [3:19:50<4:33:35,  1.23s/it]
 33%|███▎      | 6566/19900 [3:19:51<4:49:57,  1.30s/it]
 33%|███▎      | 6567/19900 [3:19:52<4:43:48,  1.28s/it]
 33%|███▎      | 6568/19900 [3:19:55<6:30:20,  1.76s/it]
 33%|███▎      | 6569/19900 [3:19:57<6:58:49,  1.89s/it]
 33%|███▎      | 6570/19900 [3:19:59<7:04:50,  1.91s/it]
 33%|███▎      | 6571/19900 [3:20:01<6:59:43,  1.89s/it]
 33%|███▎      | 6572/19900 [3:20:03<6:59:59,  1.89s/it]
 33%|███▎      | 6573/19900 [3:20:05<6:52:42,  1.86s/it]
 33%|███▎      | 6574/19900 [3:20:07<6:45:10,  1.82s/it]
 33%|███▎      | 6575/19900 [3:20:08<6:37:43,  1.79s/it]
 33%|███▎      | 6576/19900 [3:20:10<6:35:06,  1.78s/it]
 33%|███▎      | 6577/19900 [3:20:12<6:26:39,  1.74s/it]
 33%|███▎      | 6578/19900 [3:20:13<6:20:16,  1.71s/it]
 33%|███▎      | 6579/19900 [3:20:15<6:14:05,  1.68s/it]
 33%|███▎      | 6580/19900 [3:20:17<6:09:30,  1.66s/it]
 33%|███▎      | 6581/19900 [3:20:18<6:02:38,  1.63s/it]
 33%|███▎      | 6582/19900 [3:20:20<6:00:01,  1.62s/it]
 33%|███▎      | 6583/19900 [3:20:21<5:58:25,  1.61s/it]
 33%|███▎      | 6584/19900 [3:20:23<5:51:46,  1.59s/it]
 33%|███▎      | 6585/19900 [3:20:24<5:45:24,  1.56s/it]
 33%|███▎      | 6586/19900 [3:20:26<5:39:21,  1.53s/it]
 33%|███▎      | 6587/19900 [3:20:27<5:34:33,  1.51s/it]
 33%|███▎      | 6588/19900 [3:20:29<5:37:10,  1.52s/it]
 33%|███▎      | 6589/19900 [3:20:30<5:30:37,  1.49s/it]
 33%|███▎      | 6590/19900 [3:20:32<5:25:09,  1.47s/it]
 33%|███▎      | 6591/19900 [3:20:33<5:21:47,  1.45s/it]
 33%|███▎      | 6592/19900 [3:20:35<5:19:24,  1.44s/it]
 33%|███▎      | 6593/19900 [3:20:36<5:14:10,  1.42s/it]
 33%|███▎      | 6594/19900 [3:20:37<5:12:02,  1.41s/it]
 33%|███▎      | 6595/19900 [3:20:39<5:03:38,  1.37s/it]
 33%|███▎      | 6596/19900 [3:20:40<4:57:36,  1.34s/it]
 33%|███▎      | 6597/19900 [3:20:41<4:53:55,  1.33s/it]
 33%|███▎      | 6598/19900 [3:20:42<4:51:39,  1.32s/it]
 33%|███▎      | 6599/19900 [3:20:44<4:48:04,  1.30s/it]
 33%|███▎      | 6600/19900 [3:20:45<4:45:30,  1.29s/it]
                                                        

 33%|███▎      | 6600/19900 [3:20:45<4:45:30,  1.29s/it]
 33%|███▎      | 6601/19900 [3:20:46<4:42:38,  1.28s/it]
 33%|███▎      | 6602/19900 [3:20:47<4:41:15,  1.27s/it]
 33%|███▎      | 6603/19900 [3:20:49<4:35:44,  1.24s/it]
 33%|███▎      | 6604/19900 [3:20:50<4:33:12,  1.23s/it]
 33%|███▎      | 6605/19900 [3:20:51<4:30:18,  1.22s/it]
 33%|███▎      | 6606/19900 [3:20:52<4:28:21,  1.21s/it]
 33%|███▎      | 6607/19900 [3:20:53<4:24:23,  1.19s/it]
 33%|███▎      | 6608/19900 [3:20:55<4:22:37,  1.19s/it]
 33%|███▎      | 6609/19900 [3:20:56<4:16:21,  1.16s/it]
 33%|███▎      | 6610/19900 [3:20:57<4:12:25,  1.14s/it]
 33%|███▎      | 6611/19900 [3:20:58<4:06:07,  1.11s/it]
 33%|███▎      | 6612/19900 [3:20:59<4:03:14,  1.10s/it]
 33%|███▎      | 6613/19900 [3:21:00<3:58:08,  1.08s/it]
 33%|███▎      | 6614/19900 [3:21:01<3:55:24,  1.06s/it]
 33%|███▎      | 6615/19900 [3:21:02<3:46:19,  1.02s/it]
 33%|███▎      | 6616/19900 [3:21:03<3:38:04,  1.02it/s]
 33%|███▎      | 6617/19900 [3:21:05<5:10:55,  1.40s/it]
 33%|███▎      | 6618/19900 [3:21:07<6:00:44,  1.63s/it]
 33%|███▎      | 6619/19900 [3:21:09<6:25:36,  1.74s/it]
 33%|███▎      | 6620/19900 [3:21:11<6:38:46,  1.80s/it]
 33%|███▎      | 6621/19900 [3:21:13<6:40:58,  1.81s/it]
 33%|███▎      | 6622/19900 [3:21:15<6:39:16,  1.80s/it]
 33%|███▎      | 6623/19900 [3:21:17<6:35:32,  1.79s/it]
 33%|███▎      | 6624/19900 [3:21:18<6:29:05,  1.76s/it]
 33%|███▎      | 6625/19900 [3:21:20<6:21:26,  1.72s/it]
 33%|███▎      | 6626/19900 [3:21:22<6:22:54,  1.73s/it]
 33%|███▎      | 6627/19900 [3:21:23<6:15:33,  1.70s/it]
 33%|███▎      | 6628/19900 [3:21:25<6:08:21,  1.67s/it]
 33%|███▎      | 6629/19900 [3:21:26<6:01:20,  1.63s/it]
 33%|███▎      | 6630/19900 [3:21:28<5:54:30,  1.60s/it]
 33%|███▎      | 6631/19900 [3:21:30<5:56:28,  1.61s/it]
 33%|███▎      | 6632/19900 [3:21:31<5:50:11,  1.58s/it]
 33%|███▎      | 6633/19900 [3:21:33<5:47:40,  1.57s/it]
 33%|███▎      | 6634/19900 [3:21:34<5:48:50,  1.58s/it]
 33%|███▎      | 6635/19900 [3:21:36<5:46:58,  1.57s/it]
 33%|███▎      | 6636/19900 [3:21:37<5:39:19,  1.53s/it]
 33%|███▎      | 6637/19900 [3:21:39<5:30:35,  1.50s/it]
 33%|███▎      | 6638/19900 [3:21:40<5:23:01,  1.46s/it]
 33%|███▎      | 6639/19900 [3:21:41<5:18:55,  1.44s/it]
 33%|███▎      | 6640/19900 [3:21:43<5:14:54,  1.42s/it]
 33%|███▎      | 6641/19900 [3:21:44<5:12:46,  1.42s/it]
 33%|███▎      | 6642/19900 [3:21:46<5:11:06,  1.41s/it]
 33%|███▎      | 6643/19900 [3:21:47<5:04:43,  1.38s/it]
 33%|███▎      | 6644/19900 [3:21:48<4:59:23,  1.36s/it]
 33%|███▎      | 6645/19900 [3:21:49<4:54:23,  1.33s/it]
 33%|███▎      | 6646/19900 [3:21:51<4:49:23,  1.31s/it]
 33%|███▎      | 6647/19900 [3:21:52<4:45:40,  1.29s/it]
 33%|███▎      | 6648/19900 [3:21:53<4:43:03,  1.28s/it]
 33%|███▎      | 6649/19900 [3:21:55<4:41:53,  1.28s/it]
 33%|███▎      | 6650/19900 [3:21:56<4:42:08,  1.28s/it]
 33%|███▎      | 6651/19900 [3:21:57<4:39:58,  1.27s/it]
 33%|███▎      | 6652/19900 [3:21:58<4:36:42,  1.25s/it]
 33%|███▎      | 6653/19900 [3:21:59<4:32:38,  1.23s/it]
 33%|███▎      | 6654/19900 [3:22:01<4:29:08,  1.22s/it]
 33%|███▎      | 6655/19900 [3:22:02<4:24:36,  1.20s/it]
 33%|███▎      | 6656/19900 [3:22:03<4:24:55,  1.20s/it]
 33%|███▎      | 6657/19900 [3:22:04<4:18:00,  1.17s/it]
 33%|███▎      | 6658/19900 [3:22:05<4:21:33,  1.19s/it]
 33%|███▎      | 6659/19900 [3:22:06<4:16:21,  1.16s/it]
 33%|███▎      | 6660/19900 [3:22:07<4:08:03,  1.12s/it]
 33%|███▎      | 6661/19900 [3:22:08<4:01:12,  1.09s/it]
 33%|███▎      | 6662/19900 [3:22:10<3:57:37,  1.08s/it]
 33%|███▎      | 6663/19900 [3:22:10<3:50:15,  1.04s/it]
 33%|███▎      | 6664/19900 [3:22:11<3:45:32,  1.02s/it]
 33%|███▎      | 6665/19900 [3:22:12<3:38:39,  1.01it/s]
 33%|███▎      | 6666/19900 [3:22:15<5:08:57,  1.40s/it]
 34%|███▎      | 6667/19900 [3:22:17<5:56:36,  1.62s/it]
 34%|███▎      | 6668/19900 [3:22:19<6:26:35,  1.75s/it]
 34%|███▎      | 6669/19900 [3:22:21<6:35:58,  1.80s/it]
 34%|███▎      | 6670/19900 [3:22:23<6:38:32,  1.81s/it]
 34%|███▎      | 6671/19900 [3:22:25<6:42:50,  1.83s/it]
 34%|███▎      | 6672/19900 [3:22:26<6:34:55,  1.79s/it]
 34%|███▎      | 6673/19900 [3:22:28<6:29:45,  1.77s/it]
 34%|███▎      | 6674/19900 [3:22:30<6:23:42,  1.74s/it]
 34%|███▎      | 6675/19900 [3:22:31<6:17:21,  1.71s/it]
 34%|███▎      | 6676/19900 [3:22:33<6:09:10,  1.68s/it]
 34%|███▎      | 6677/19900 [3:22:34<6:04:16,  1.65s/it]
 34%|███▎      | 6678/19900 [3:22:36<6:04:34,  1.65s/it]
 34%|███▎      | 6679/19900 [3:22:38<5:56:44,  1.62s/it]
 34%|███▎      | 6680/19900 [3:22:39<5:53:24,  1.60s/it]
 34%|███▎      | 6681/19900 [3:22:41<5:53:25,  1.60s/it]
 34%|███▎      | 6682/19900 [3:22:42<5:49:44,  1.59s/it]
 34%|███▎      | 6683/19900 [3:22:44<5:44:25,  1.56s/it]
 34%|███▎      | 6684/19900 [3:22:45<5:39:02,  1.54s/it]
 34%|███▎      | 6685/19900 [3:22:47<5:42:06,  1.55s/it]
 34%|███▎      | 6686/19900 [3:22:48<5:40:32,  1.55s/it]
 34%|███▎      | 6687/19900 [3:22:50<5:38:28,  1.54s/it]
 34%|███▎      | 6688/19900 [3:22:51<5:35:39,  1.52s/it]
 34%|███▎      | 6689/19900 [3:22:53<5:27:26,  1.49s/it]
 34%|███▎      | 6690/19900 [3:22:54<5:25:17,  1.48s/it]
 34%|███▎      | 6691/19900 [3:22:56<5:29:32,  1.50s/it]
 34%|███▎      | 6692/19900 [3:22:57<5:25:24,  1.48s/it]
 34%|███▎      | 6693/19900 [3:22:59<5:17:04,  1.44s/it]
 34%|███▎      | 6694/19900 [3:23:00<5:10:26,  1.41s/it]
 34%|███▎      | 6695/19900 [3:23:01<5:02:16,  1.37s/it]
 34%|███▎      | 6696/19900 [3:23:03<4:54:51,  1.34s/it]
 34%|███▎      | 6697/19900 [3:23:04<4:48:52,  1.31s/it]
 34%|███▎      | 6698/19900 [3:23:05<4:46:27,  1.30s/it]
 34%|███▎      | 6699/19900 [3:23:06<4:43:19,  1.29s/it]
 34%|███▎      | 6700/19900 [3:23:08<4:38:50,  1.27s/it]
                                                        

 34%|███▎      | 6700/19900 [3:23:08<4:38:50,  1.27s/it]
 34%|███▎      | 6701/19900 [3:23:09<4:38:00,  1.26s/it]
 34%|███▎      | 6702/19900 [3:23:10<4:32:19,  1.24s/it]
 34%|███▎      | 6703/19900 [3:23:11<4:29:03,  1.22s/it]
 34%|███▎      | 6704/19900 [3:23:12<4:28:03,  1.22s/it]
 34%|███▎      | 6705/19900 [3:23:14<4:22:09,  1.19s/it]
 34%|███▎      | 6706/19900 [3:23:15<4:15:46,  1.16s/it]
 34%|███▎      | 6707/19900 [3:23:16<4:09:16,  1.13s/it]
 34%|███▎      | 6708/19900 [3:23:17<4:05:28,  1.12s/it]
 34%|███▎      | 6709/19900 [3:23:18<4:00:03,  1.09s/it]
 34%|███▎      | 6710/19900 [3:23:19<3:55:28,  1.07s/it]
 34%|███▎      | 6711/19900 [3:23:20<3:51:58,  1.06s/it]
 34%|███▎      | 6712/19900 [3:23:21<3:49:04,  1.04s/it]
 34%|███▎      | 6713/19900 [3:23:22<3:43:55,  1.02s/it]
 34%|███▎      | 6714/19900 [3:23:23<3:35:30,  1.02it/s]
 34%|███▎      | 6715/19900 [3:23:25<5:18:23,  1.45s/it]
 34%|███▎      | 6716/19900 [3:23:27<6:05:37,  1.66s/it]
 34%|███▍      | 6717/19900 [3:23:29<6:33:42,  1.79s/it]
 34%|███▍      | 6718/19900 [3:23:31<6:41:00,  1.83s/it]
 34%|███▍      | 6719/19900 [3:23:33<6:43:56,  1.84s/it]
 34%|███▍      | 6720/19900 [3:23:35<6:44:08,  1.84s/it]
 34%|███▍      | 6721/19900 [3:23:37<6:37:55,  1.81s/it]
 34%|███▍      | 6722/19900 [3:23:39<6:31:35,  1.78s/it]
 34%|███▍      | 6723/19900 [3:23:40<6:24:07,  1.75s/it]
 34%|███▍      | 6724/19900 [3:23:42<6:17:41,  1.72s/it]
 34%|███▍      | 6725/19900 [3:23:44<6:12:33,  1.70s/it]
 34%|███▍      | 6726/19900 [3:23:45<6:08:24,  1.68s/it]
 34%|███▍      | 6727/19900 [3:23:47<6:01:57,  1.65s/it]
 34%|███▍      | 6728/19900 [3:23:48<5:59:20,  1.64s/it]
 34%|███▍      | 6729/19900 [3:23:50<5:51:11,  1.60s/it]
 34%|███▍      | 6730/19900 [3:23:51<5:52:37,  1.61s/it]
 34%|███▍      | 6731/19900 [3:23:53<5:46:54,  1.58s/it]
 34%|███▍      | 6732/19900 [3:23:55<5:43:10,  1.56s/it]
 34%|███▍      | 6733/19900 [3:23:56<5:39:00,  1.54s/it]
 34%|███▍      | 6734/19900 [3:23:58<5:36:57,  1.54s/it]
 34%|███▍      | 6735/19900 [3:23:59<5:29:45,  1.50s/it]
 34%|███▍      | 6736/19900 [3:24:00<5:24:47,  1.48s/it]
 34%|███▍      | 6737/19900 [3:24:02<5:22:08,  1.47s/it]
 34%|███▍      | 6738/19900 [3:24:03<5:16:25,  1.44s/it]
 34%|███▍      | 6739/19900 [3:24:05<5:13:58,  1.43s/it]
 34%|███▍      | 6740/19900 [3:24:06<5:11:16,  1.42s/it]
 34%|███▍      | 6741/19900 [3:24:07<5:06:31,  1.40s/it]
 34%|███▍      | 6742/19900 [3:24:09<5:02:28,  1.38s/it]
 34%|███▍      | 6743/19900 [3:24:10<4:54:53,  1.34s/it]
 34%|███▍      | 6744/19900 [3:24:11<4:52:10,  1.33s/it]
 34%|███▍      | 6745/19900 [3:24:13<4:48:24,  1.32s/it]
 34%|███▍      | 6746/19900 [3:24:14<4:47:56,  1.31s/it]
 34%|███▍      | 6747/19900 [3:24:15<4:39:28,  1.27s/it]
 34%|███▍      | 6748/19900 [3:24:16<4:36:47,  1.26s/it]
 34%|███▍      | 6749/19900 [3:24:18<4:34:55,  1.25s/it]
 34%|███▍      | 6750/19900 [3:24:19<4:31:19,  1.24s/it]
 34%|███▍      | 6751/19900 [3:24:20<4:27:30,  1.22s/it]
 34%|███▍      | 6752/19900 [3:24:21<4:17:28,  1.18s/it]
 34%|███▍      | 6753/19900 [3:24:22<4:10:12,  1.14s/it]
 34%|███▍      | 6754/19900 [3:24:23<4:02:22,  1.11s/it]
 34%|███▍      | 6755/19900 [3:24:24<3:56:14,  1.08s/it]
 34%|███▍      | 6756/19900 [3:24:25<3:59:27,  1.09s/it]
 34%|███▍      | 6757/19900 [3:24:26<3:58:23,  1.09s/it]
 34%|███▍      | 6758/19900 [3:24:27<3:58:08,  1.09s/it]
 34%|███▍      | 6759/19900 [3:24:28<3:57:03,  1.08s/it]
 34%|███▍      | 6760/19900 [3:24:29<3:50:28,  1.05s/it]
 34%|███▍      | 6761/19900 [3:24:30<3:44:30,  1.03s/it]
 34%|███▍      | 6762/19900 [3:24:31<3:40:04,  1.01s/it]
 34%|███▍      | 6763/19900 [3:24:32<3:39:20,  1.00s/it]
 34%|███▍      | 6764/19900 [3:24:34<4:36:00,  1.26s/it]
 34%|███▍      | 6765/19900 [3:24:36<4:50:24,  1.33s/it]
 34%|███▍      | 6766/19900 [3:24:37<4:46:44,  1.31s/it]
 34%|███▍      | 6767/19900 [3:24:40<6:24:54,  1.76s/it]
 34%|███▍      | 6768/19900 [3:24:42<6:46:51,  1.86s/it]
 34%|███▍      | 6769/19900 [3:24:44<6:50:21,  1.88s/it]
 34%|███▍      | 6770/19900 [3:24:46<6:50:11,  1.87s/it]
 34%|███▍      | 6771/19900 [3:24:47<6:43:38,  1.84s/it]
 34%|███▍      | 6772/19900 [3:24:49<6:37:39,  1.82s/it]
 34%|███▍      | 6773/19900 [3:24:51<6:29:54,  1.78s/it]
 34%|███▍      | 6774/19900 [3:24:53<6:30:40,  1.79s/it]
 34%|███▍      | 6775/19900 [3:24:54<6:22:16,  1.75s/it]
 34%|███▍      | 6776/19900 [3:24:56<6:15:54,  1.72s/it]
 34%|███▍      | 6777/19900 [3:24:58<6:09:22,  1.69s/it]
 34%|███▍      | 6778/19900 [3:24:59<6:06:57,  1.68s/it]
 34%|███▍      | 6779/19900 [3:25:01<5:58:41,  1.64s/it]
 34%|███▍      | 6780/19900 [3:25:02<5:51:36,  1.61s/it]
 34%|███▍      | 6781/19900 [3:25:04<5:46:45,  1.59s/it]
 34%|███▍      | 6782/19900 [3:25:05<5:41:19,  1.56s/it]
 34%|███▍      | 6783/19900 [3:25:07<5:37:50,  1.55s/it]
 34%|███▍      | 6784/19900 [3:25:08<5:38:57,  1.55s/it]
 34%|███▍      | 6785/19900 [3:25:10<5:32:04,  1.52s/it]
 34%|███▍      | 6786/19900 [3:25:11<5:26:28,  1.49s/it]
 34%|███▍      | 6787/19900 [3:25:13<5:24:06,  1.48s/it]
 34%|███▍      | 6788/19900 [3:25:14<5:20:43,  1.47s/it]
 34%|███▍      | 6789/19900 [3:25:16<5:16:20,  1.45s/it]
 34%|███▍      | 6790/19900 [3:25:17<5:14:22,  1.44s/it]
 34%|███▍      | 6791/19900 [3:25:18<5:11:08,  1.42s/it]
 34%|███▍      | 6792/19900 [3:25:20<5:07:54,  1.41s/it]
 34%|███▍      | 6793/19900 [3:25:21<5:02:17,  1.38s/it]
 34%|███▍      | 6794/19900 [3:25:22<4:57:02,  1.36s/it]
 34%|███▍      | 6795/19900 [3:25:24<4:53:26,  1.34s/it]
 34%|███▍      | 6796/19900 [3:25:25<4:47:10,  1.31s/it]
 34%|███▍      | 6797/19900 [3:25:26<4:44:30,  1.30s/it]
 34%|███▍      | 6798/19900 [3:25:27<4:41:31,  1.29s/it]
 34%|███▍      | 6799/19900 [3:25:29<4:38:22,  1.27s/it]
 34%|███▍      | 6800/19900 [3:25:30<4:35:25,  1.26s/it]
                                                        

 34%|███▍      | 6800/19900 [3:25:30<4:35:25,  1.26s/it]
 34%|███▍      | 6801/19900 [3:25:31<4:32:52,  1.25s/it]
 34%|███▍      | 6802/19900 [3:25:32<4:29:49,  1.24s/it]
 34%|███▍      | 6803/19900 [3:25:34<4:26:27,  1.22s/it]
 34%|███▍      | 6804/19900 [3:25:35<4:24:40,  1.21s/it]
 34%|███▍      | 6805/19900 [3:25:36<4:19:50,  1.19s/it]
 34%|███▍      | 6806/19900 [3:25:37<4:15:10,  1.17s/it]
 34%|███▍      | 6807/19900 [3:25:38<4:08:50,  1.14s/it]
 34%|███▍      | 6808/19900 [3:25:39<4:03:28,  1.12s/it]
 34%|███▍      | 6809/19900 [3:25:40<3:59:01,  1.10s/it]
 34%|███▍      | 6810/19900 [3:25:41<3:54:08,  1.07s/it]
 34%|███▍      | 6811/19900 [3:25:42<3:49:34,  1.05s/it]
 34%|███▍      | 6812/19900 [3:25:43<3:45:36,  1.03s/it]
 34%|███▍      | 6813/19900 [3:25:44<3:40:51,  1.01s/it]
 34%|███▍      | 6814/19900 [3:25:45<3:37:44,  1.00it/s]
 34%|███▍      | 6815/19900 [3:25:46<3:30:33,  1.04it/s]
 34%|███▍      | 6816/19900 [3:25:48<5:02:38,  1.39s/it]
 34%|███▍      | 6817/19900 [3:25:51<5:51:52,  1.61s/it]
 34%|███▍      | 6818/19900 [3:25:53<6:15:11,  1.72s/it]
 34%|███▍      | 6819/19900 [3:25:54<6:27:48,  1.78s/it]
 34%|███▍      | 6820/19900 [3:25:56<6:29:46,  1.79s/it]
 34%|███▍      | 6821/19900 [3:25:58<6:29:38,  1.79s/it]
 34%|███▍      | 6822/19900 [3:26:00<6:28:00,  1.78s/it]
 34%|███▍      | 6823/19900 [3:26:02<6:23:39,  1.76s/it]
 34%|███▍      | 6824/19900 [3:26:03<6:16:27,  1.73s/it]
 34%|███▍      | 6825/19900 [3:26:05<6:13:18,  1.71s/it]
 34%|███▍      | 6826/19900 [3:26:07<6:14:22,  1.72s/it]
 34%|███▍      | 6827/19900 [3:26:08<6:10:32,  1.70s/it]
 34%|███▍      | 6828/19900 [3:26:10<6:06:30,  1.68s/it]
 34%|███▍      | 6829/19900 [3:26:11<5:59:30,  1.65s/it]
 34%|███▍      | 6830/19900 [3:26:13<5:56:01,  1.63s/it]
 34%|███▍      | 6831/19900 [3:26:15<5:52:01,  1.62s/it]
 34%|███▍      | 6832/19900 [3:26:16<5:44:25,  1.58s/it]
 34%|███▍      | 6833/19900 [3:26:18<5:40:08,  1.56s/it]
 34%|███▍      | 6834/19900 [3:26:19<5:38:35,  1.55s/it]
 34%|███▍      | 6835/19900 [3:26:21<5:34:26,  1.54s/it]
 34%|███▍      | 6836/19900 [3:26:22<5:29:11,  1.51s/it]
 34%|███▍      | 6837/19900 [3:26:24<5:26:50,  1.50s/it]
 34%|███▍      | 6838/19900 [3:26:25<5:24:48,  1.49s/it]
 34%|███▍      | 6839/19900 [3:26:27<5:23:04,  1.48s/it]
 34%|███▍      | 6840/19900 [3:26:28<5:19:24,  1.47s/it]
 34%|███▍      | 6841/19900 [3:26:29<5:15:52,  1.45s/it]
 34%|███▍      | 6842/19900 [3:26:31<5:11:03,  1.43s/it]
 34%|███▍      | 6843/19900 [3:26:32<5:06:45,  1.41s/it]
 34%|███▍      | 6844/19900 [3:26:33<5:01:05,  1.38s/it]
 34%|███▍      | 6845/19900 [3:26:35<4:56:18,  1.36s/it]
 34%|███▍      | 6846/19900 [3:26:36<4:50:54,  1.34s/it]
 34%|███▍      | 6847/19900 [3:26:37<4:49:18,  1.33s/it]
 34%|███▍      | 6848/19900 [3:26:39<4:51:20,  1.34s/it]
 34%|███▍      | 6849/19900 [3:26:40<4:44:39,  1.31s/it]
 34%|███▍      | 6850/19900 [3:26:41<4:41:19,  1.29s/it]
 34%|███▍      | 6851/19900 [3:26:42<4:39:49,  1.29s/it]
 34%|███▍      | 6852/19900 [3:26:44<4:35:22,  1.27s/it]
 34%|███▍      | 6853/19900 [3:26:45<4:36:18,  1.27s/it]
 34%|███▍      | 6854/19900 [3:26:46<4:33:54,  1.26s/it]
 34%|███▍      | 6855/19900 [3:26:47<4:31:46,  1.25s/it]
 34%|███▍      | 6856/19900 [3:26:49<4:27:25,  1.23s/it]
 34%|███▍      | 6857/19900 [3:26:50<4:19:56,  1.20s/it]
 34%|███▍      | 6858/19900 [3:26:51<4:12:02,  1.16s/it]
 34%|███▍      | 6859/19900 [3:26:52<4:05:06,  1.13s/it]
 34%|███▍      | 6860/19900 [3:26:53<3:57:15,  1.09s/it]
 34%|███▍      | 6861/19900 [3:26:54<3:53:50,  1.08s/it]
 34%|███▍      | 6862/19900 [3:26:55<3:50:05,  1.06s/it]
 34%|███▍      | 6863/19900 [3:26:56<3:51:43,  1.07s/it]
 34%|███▍      | 6864/19900 [3:26:57<3:37:55,  1.00s/it]
 34%|███▍      | 6865/19900 [3:26:59<5:16:41,  1.46s/it]
 35%|███▍      | 6866/19900 [3:27:02<6:07:22,  1.69s/it]
 35%|███▍      | 6867/19900 [3:27:04<6:29:40,  1.79s/it]
 35%|███▍      | 6868/19900 [3:27:06<6:38:41,  1.84s/it]
 35%|███▍      | 6869/19900 [3:27:07<6:43:09,  1.86s/it]
 35%|███▍      | 6870/19900 [3:27:09<6:37:15,  1.83s/it]
 35%|███▍      | 6871/19900 [3:27:11<6:32:54,  1.81s/it]
 35%|███▍      | 6872/19900 [3:27:13<6:27:03,  1.78s/it]
 35%|███▍      | 6873/19900 [3:27:14<6:23:26,  1.77s/it]
 35%|███▍      | 6874/19900 [3:27:16<6:14:51,  1.73s/it]
 35%|███▍      | 6875/19900 [3:27:18<6:09:01,  1.70s/it]
 35%|███▍      | 6876/19900 [3:27:19<6:05:45,  1.69s/it]
 35%|███▍      | 6877/19900 [3:27:21<5:57:53,  1.65s/it]
 35%|███▍      | 6878/19900 [3:27:23<5:53:14,  1.63s/it]
 35%|███▍      | 6879/19900 [3:27:24<5:46:15,  1.60s/it]
 35%|███▍      | 6880/19900 [3:27:26<5:38:29,  1.56s/it]
 35%|███▍      | 6881/19900 [3:27:27<5:33:58,  1.54s/it]
 35%|███▍      | 6882/19900 [3:27:29<5:36:32,  1.55s/it]
 35%|███▍      | 6883/19900 [3:27:30<5:35:07,  1.54s/it]
 35%|███▍      | 6884/19900 [3:27:32<5:28:31,  1.51s/it]
 35%|███▍      | 6885/19900 [3:27:33<5:26:40,  1.51s/it]
 35%|███▍      | 6886/19900 [3:27:35<5:23:40,  1.49s/it]
 35%|███▍      | 6887/19900 [3:27:36<5:17:58,  1.47s/it]
 35%|███▍      | 6888/19900 [3:27:37<5:13:46,  1.45s/it]
 35%|███▍      | 6889/19900 [3:27:39<5:09:46,  1.43s/it]
 35%|███▍      | 6890/19900 [3:27:40<5:07:01,  1.42s/it]
 35%|███▍      | 6891/19900 [3:27:41<4:58:50,  1.38s/it]
 35%|███▍      | 6892/19900 [3:27:43<4:53:56,  1.36s/it]
 35%|███▍      | 6893/19900 [3:27:44<4:50:51,  1.34s/it]
 35%|███▍      | 6894/19900 [3:27:45<4:47:03,  1.32s/it]
 35%|███▍      | 6895/19900 [3:27:47<4:42:11,  1.30s/it]
 35%|███▍      | 6896/19900 [3:27:48<4:38:14,  1.28s/it]
 35%|███▍      | 6897/19900 [3:27:49<4:37:23,  1.28s/it]
 35%|███▍      | 6898/19900 [3:27:50<4:32:10,  1.26s/it]
 35%|███▍      | 6899/19900 [3:27:51<4:27:23,  1.23s/it]
 35%|███▍      | 6900/19900 [3:27:53<4:22:46,  1.21s/it]
                                                        

 35%|███▍      | 6900/19900 [3:27:53<4:22:46,  1.21s/it]
 35%|███▍      | 6901/19900 [3:27:54<4:23:11,  1.21s/it]
 35%|███▍      | 6902/19900 [3:27:55<4:21:43,  1.21s/it]
 35%|███▍      | 6903/19900 [3:27:56<4:17:27,  1.19s/it]
 35%|███▍      | 6904/19900 [3:27:57<4:12:13,  1.16s/it]
 35%|███▍      | 6905/19900 [3:27:58<4:08:08,  1.15s/it]
 35%|███▍      | 6906/19900 [3:28:00<4:10:32,  1.16s/it]
 35%|███▍      | 6907/19900 [3:28:01<4:04:51,  1.13s/it]
 35%|███▍      | 6908/19900 [3:28:02<3:59:27,  1.11s/it]
 35%|███▍      | 6909/19900 [3:28:03<3:52:53,  1.08s/it]
 35%|███▍      | 6910/19900 [3:28:04<3:48:53,  1.06s/it]
 35%|███▍      | 6911/19900 [3:28:05<3:41:16,  1.02s/it]
 35%|███▍      | 6912/19900 [3:28:06<3:35:49,  1.00it/s]
 35%|███▍      | 6913/19900 [3:28:06<3:28:26,  1.04it/s]
 35%|███▍      | 6914/19900 [3:28:09<4:58:09,  1.38s/it]
 35%|███▍      | 6915/19900 [3:28:11<5:43:53,  1.59s/it]
 35%|███▍      | 6916/19900 [3:28:13<6:03:20,  1.68s/it]
 35%|███▍      | 6917/19900 [3:28:15<6:14:06,  1.73s/it]
 35%|███▍      | 6918/19900 [3:28:16<6:14:43,  1.73s/it]
 35%|███▍      | 6919/19900 [3:28:18<6:13:17,  1.73s/it]
 35%|███▍      | 6920/19900 [3:28:20<6:16:40,  1.74s/it]
 35%|███▍      | 6921/19900 [3:28:22<6:14:31,  1.73s/it]
 35%|███▍      | 6922/19900 [3:28:23<6:11:06,  1.72s/it]
 35%|███▍      | 6923/19900 [3:28:25<6:07:27,  1.70s/it]
 35%|███▍      | 6924/19900 [3:28:26<6:00:22,  1.67s/it]
 35%|███▍      | 6925/19900 [3:28:28<5:56:24,  1.65s/it]
 35%|███▍      | 6926/19900 [3:28:30<5:52:26,  1.63s/it]
 35%|███▍      | 6927/19900 [3:28:31<5:47:13,  1.61s/it]
 35%|███▍      | 6928/19900 [3:28:33<5:43:20,  1.59s/it]
 35%|███▍      | 6929/19900 [3:28:34<5:38:49,  1.57s/it]
 35%|███▍      | 6930/19900 [3:28:36<5:33:07,  1.54s/it]
 35%|███▍      | 6931/19900 [3:28:37<5:32:15,  1.54s/it]
 35%|███▍      | 6932/19900 [3:28:39<5:30:14,  1.53s/it]
 35%|███▍      | 6933/19900 [3:28:40<5:28:35,  1.52s/it]
 35%|███▍      | 6934/19900 [3:28:42<5:23:26,  1.50s/it]
 35%|███▍      | 6935/19900 [3:28:43<5:24:26,  1.50s/it]
 35%|███▍      | 6936/19900 [3:28:45<5:18:32,  1.47s/it]
 35%|███▍      | 6937/19900 [3:28:46<5:16:22,  1.46s/it]
 35%|███▍      | 6938/19900 [3:28:47<5:11:07,  1.44s/it]
 35%|███▍      | 6939/19900 [3:28:49<5:18:25,  1.47s/it]
 35%|███▍      | 6940/19900 [3:28:50<5:07:23,  1.42s/it]
 35%|███▍      | 6941/19900 [3:28:52<5:03:09,  1.40s/it]
 35%|███▍      | 6942/19900 [3:28:53<4:59:58,  1.39s/it]
 35%|███▍      | 6943/19900 [3:28:54<4:52:47,  1.36s/it]
 35%|███▍      | 6944/19900 [3:28:56<4:46:39,  1.33s/it]
 35%|███▍      | 6945/19900 [3:28:57<4:35:57,  1.28s/it]
 35%|███▍      | 6946/19900 [3:28:58<4:32:16,  1.26s/it]
 35%|███▍      | 6947/19900 [3:28:59<4:30:00,  1.25s/it]
 35%|███▍      | 6948/19900 [3:29:00<4:27:52,  1.24s/it]
 35%|███▍      | 6949/19900 [3:29:02<4:26:00,  1.23s/it]
 35%|███▍      | 6950/19900 [3:29:03<4:23:25,  1.22s/it]
 35%|███▍      | 6951/19900 [3:29:04<4:23:00,  1.22s/it]
 35%|███▍      | 6952/19900 [3:29:05<4:22:50,  1.22s/it]
 35%|███▍      | 6953/19900 [3:29:06<4:16:49,  1.19s/it]
 35%|███▍      | 6954/19900 [3:29:07<4:10:58,  1.16s/it]
 35%|███▍      | 6955/19900 [3:29:09<4:05:48,  1.14s/it]
 35%|███▍      | 6956/19900 [3:29:10<4:00:20,  1.11s/it]
 35%|███▍      | 6957/19900 [3:29:11<3:57:17,  1.10s/it]
 35%|███▍      | 6958/19900 [3:29:12<3:51:47,  1.07s/it]
 35%|███▍      | 6959/19900 [3:29:13<3:47:04,  1.05s/it]
 35%|███▍      | 6960/19900 [3:29:14<3:40:17,  1.02s/it]
 35%|███▍      | 6961/19900 [3:29:15<3:41:53,  1.03s/it]
 35%|███▍      | 6962/19900 [3:29:16<3:42:07,  1.03s/it]
 35%|███▍      | 6963/19900 [3:29:18<4:32:55,  1.27s/it]
 35%|███▍      | 6964/19900 [3:29:19<4:42:26,  1.31s/it]
 35%|███▌      | 6965/19900 [3:29:20<4:34:39,  1.27s/it]
 35%|███▌      | 6966/19900 [3:29:23<6:09:03,  1.71s/it]
 35%|███▌      | 6967/19900 [3:29:25<6:35:41,  1.84s/it]
 35%|███▌      | 6968/19900 [3:29:27<6:44:10,  1.88s/it]
 35%|███▌      | 6969/19900 [3:29:29<6:49:15,  1.90s/it]
 35%|███▌      | 6970/19900 [3:29:31<6:41:09,  1.86s/it]
 35%|███▌      | 6971/19900 [3:29:32<6:31:47,  1.82s/it]
 35%|███▌      | 6972/19900 [3:29:34<6:24:47,  1.79s/it]
 35%|███▌      | 6973/19900 [3:29:36<6:19:40,  1.76s/it]
 35%|███▌      | 6974/19900 [3:29:38<6:20:20,  1.77s/it]
 35%|███▌      | 6975/19900 [3:29:39<6:10:11,  1.72s/it]
 35%|███▌      | 6976/19900 [3:29:41<6:04:53,  1.69s/it]
 35%|███▌      | 6977/19900 [3:29:42<6:00:05,  1.67s/it]
 35%|███▌      | 6978/19900 [3:29:44<6:01:23,  1.68s/it]
 35%|███▌      | 6979/19900 [3:29:46<5:56:42,  1.66s/it]
 35%|███▌      | 6980/19900 [3:29:47<5:48:12,  1.62s/it]
 35%|███▌      | 6981/19900 [3:29:49<5:39:38,  1.58s/it]
 35%|███▌      | 6982/19900 [3:29:50<5:32:42,  1.55s/it]
 35%|███▌      | 6983/19900 [3:29:52<5:31:34,  1.54s/it]
 35%|███▌      | 6984/19900 [3:29:53<5:29:55,  1.53s/it]
 35%|███▌      | 6985/19900 [3:29:55<5:25:34,  1.51s/it]
 35%|███▌      | 6986/19900 [3:29:56<5:19:05,  1.48s/it]
 35%|███▌      | 6987/19900 [3:29:58<5:20:36,  1.49s/it]
 35%|███▌      | 6988/19900 [3:29:59<5:16:05,  1.47s/it]
 35%|███▌      | 6989/19900 [3:30:01<5:15:58,  1.47s/it]
 35%|███▌      | 6990/19900 [3:30:02<5:10:32,  1.44s/it]
 35%|███▌      | 6991/19900 [3:30:03<5:07:44,  1.43s/it]
 35%|███▌      | 6992/19900 [3:30:05<5:03:35,  1.41s/it]
 35%|███▌      | 6993/19900 [3:30:06<4:57:39,  1.38s/it]
 35%|███▌      | 6994/19900 [3:30:07<4:54:52,  1.37s/it]
 35%|███▌      | 6995/19900 [3:30:09<4:56:38,  1.38s/it]
 35%|███▌      | 6996/19900 [3:30:10<4:53:19,  1.36s/it]
 35%|███▌      | 6997/19900 [3:30:11<4:45:02,  1.33s/it]
 35%|███▌      | 6998/19900 [3:30:13<4:39:21,  1.30s/it]
 35%|███▌      | 6999/19900 [3:30:14<4:35:00,  1.28s/it]
 35%|███▌      | 7000/19900 [3:30:15<4:32:38,  1.27s/it]
                                                        

 35%|███▌      | 7000/19900 [3:30:15<4:32:38,  1.27s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 2.037248134613037, 'eval_wer': 0.9658553076402975, 'eval_cer': 0.44581954825797493, 'eval_runtime': 123.5198, 'eval_samples_per_second': 23.948, 'eval_steps_per_second': 2.995, 'epoch': 32.66}
{'loss': 3.3093, 'learning_rate': 5.5755586592178765e-05, 'epoch': 33.17}
{'loss': 3.2599, 'learning_rate': 5.5336592178770945e-05, 'epoch': 33.67}
{'loss': 3.2115, 'learning_rate': 5.4917597765363124e-05, 'epoch': 34.17}
{'loss': 3.1972, 'learning_rate': 5.4498603351955304e-05, 'epoch': 34.67}
{'loss': 3.1884, 'learning_rate': 5.407960893854748e-05, 'epoch': 35.18}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:40,  9.07it/s]

  1%|          | 3/370 [00:00<01:00,  6.03it/s]

  1%|          | 4/370 [00:00<01:12,  5.08it/s]

  1%|▏         | 5/370 [00:00<01:16,  4.76it/s]

  2%|▏         | 6/370 [00:01<01:10,  5.14it/s]

  2%|▏         | 7/370 [00:01<01:20,  4.52it/s]

  2%|▏         | 8/370 [00:01<01:18,  4.64it/s]

  2%|▏         | 9/370 [00:01<01:22,  4.40it/s]

  3%|▎         | 10/370 [00:02<01:20,  4.45it/s]

  3%|▎         | 11/370 [00:02<01:23,  4.28it/s]

  3%|▎         | 12/370 [00:02<01:24,  4.22it/s]

  4%|▎         | 13/370 [00:02<01:25,  4.16it/s]

  4%|▍         | 14/370 [00:03<01:30,  3.93it/s]

  4%|▍         | 15/370 [00:03<01:25,  4.18it/s]

  4%|▍         | 16/370 [00:03<01:26,  4.09it/s]

  5%|▍         | 17/370 [00:03<01:21,  4.35it/s]

  5%|▍         | 18/370 [00:03<01:17,  4.54it/s]

  5%|▌         | 19/370 [00:04<01:21,  4.29it/s]

  5%|▌         | 20/370 [00:04<01:25,  4.08it/s]

  6%|▌         | 21/370 [00:04<01:20,  4.33it/s]

  6%|▌         | 22/370 [00:04<01:15,  4.62it/s]

  6%|▌         | 23/370 [00:05<01:13,  4.71it/s]

  6%|▋         | 24/370 [00:05<01:14,  4.63it/s]

  7%|▋         | 25/370 [00:05<01:20,  4.28it/s]

  7%|▋         | 26/370 [00:05<01:20,  4.26it/s]

  7%|▋         | 27/370 [00:06<01:20,  4.29it/s]

  8%|▊         | 28/370 [00:06<01:19,  4.33it/s]

  8%|▊         | 29/370 [00:06<01:21,  4.20it/s]

  8%|▊         | 30/370 [00:06<01:23,  4.08it/s]

  8%|▊         | 31/370 [00:07<01:21,  4.15it/s]

  9%|▊         | 32/370 [00:07<01:20,  4.20it/s]

  9%|▉         | 33/370 [00:07<01:19,  4.24it/s]

  9%|▉         | 34/370 [00:07<01:22,  4.08it/s]

  9%|▉         | 35/370 [00:08<01:23,  4.00it/s]

 10%|▉         | 36/370 [00:08<01:20,  4.13it/s]

 10%|█         | 37/370 [00:08<01:15,  4.39it/s]

 10%|█         | 38/370 [00:08<01:14,  4.44it/s]

 11%|█         | 39/370 [00:08<01:11,  4.64it/s]

 11%|█         | 40/370 [00:09<01:13,  4.51it/s]

 11%|█         | 41/370 [00:09<01:10,  4.67it/s]

 11%|█▏        | 42/370 [00:09<01:13,  4.49it/s]

 12%|█▏        | 43/370 [00:09<01:13,  4.44it/s]

 12%|█▏        | 44/370 [00:09<01:11,  4.56it/s]

 12%|█▏        | 45/370 [00:10<01:17,  4.17it/s]

 12%|█▏        | 46/370 [00:10<01:14,  4.35it/s]

 13%|█▎        | 47/370 [00:10<01:20,  4.03it/s]

 13%|█▎        | 48/370 [00:11<01:23,  3.88it/s]

 13%|█▎        | 49/370 [00:11<01:16,  4.18it/s]

 14%|█▎        | 50/370 [00:11<01:13,  4.38it/s]

 14%|█▍        | 51/370 [00:11<01:14,  4.28it/s]

 14%|█▍        | 52/370 [00:11<01:09,  4.54it/s]

 14%|█▍        | 53/370 [00:12<01:12,  4.35it/s]

 15%|█▍        | 54/370 [00:12<01:11,  4.45it/s]

 15%|█▍        | 55/370 [00:12<01:14,  4.21it/s]

 15%|█▌        | 56/370 [00:12<01:14,  4.21it/s]

 15%|█▌        | 57/370 [00:12<01:08,  4.58it/s]

 16%|█▌        | 58/370 [00:13<01:11,  4.34it/s]

 16%|█▌        | 59/370 [00:13<01:10,  4.42it/s]

 16%|█▌        | 60/370 [00:13<01:05,  4.70it/s]

 16%|█▋        | 61/370 [00:13<01:10,  4.38it/s]

 17%|█▋        | 62/370 [00:14<01:09,  4.44it/s]

 17%|█▋        | 63/370 [00:14<01:03,  4.81it/s]

 17%|█▋        | 64/370 [00:14<01:02,  4.93it/s]

 18%|█▊        | 65/370 [00:14<01:03,  4.78it/s]

 18%|█▊        | 66/370 [00:14<01:02,  4.85it/s]

 18%|█▊        | 67/370 [00:15<01:05,  4.64it/s]

 18%|█▊        | 68/370 [00:15<01:09,  4.37it/s]

 19%|█▊        | 69/370 [00:15<01:03,  4.71it/s]

 19%|█▉        | 70/370 [00:15<01:02,  4.80it/s]

 19%|█▉        | 71/370 [00:16<01:06,  4.51it/s]

 19%|█▉        | 72/370 [00:16<01:02,  4.75it/s]

 20%|█▉        | 73/370 [00:16<01:03,  4.64it/s]

 20%|██        | 74/370 [00:16<01:20,  3.69it/s]

 20%|██        | 75/370 [00:17<01:18,  3.77it/s]

 21%|██        | 76/370 [00:17<01:12,  4.05it/s]

 21%|██        | 77/370 [00:17<01:08,  4.26it/s]

 21%|██        | 78/370 [00:17<01:11,  4.10it/s]

 21%|██▏       | 79/370 [00:18<01:11,  4.06it/s]

 22%|██▏       | 80/370 [00:18<01:12,  4.02it/s]

 22%|██▏       | 81/370 [00:18<01:08,  4.21it/s]

 22%|██▏       | 82/370 [00:18<01:07,  4.25it/s]

 22%|██▏       | 83/370 [00:18<01:08,  4.16it/s]

 23%|██▎       | 84/370 [00:19<01:09,  4.12it/s]

 23%|██▎       | 85/370 [00:19<01:11,  3.96it/s]

 23%|██▎       | 86/370 [00:19<01:09,  4.09it/s]

 24%|██▎       | 87/370 [00:19<01:06,  4.23it/s]

 24%|██▍       | 88/370 [00:20<01:09,  4.07it/s]

 24%|██▍       | 89/370 [00:20<01:09,  4.04it/s]

 24%|██▍       | 90/370 [00:20<01:06,  4.19it/s]

 25%|██▍       | 91/370 [00:20<01:05,  4.25it/s]

 25%|██▍       | 92/370 [00:21<01:07,  4.10it/s]

 25%|██▌       | 93/370 [00:21<01:09,  3.97it/s]

 25%|██▌       | 94/370 [00:21<01:08,  4.01it/s]

 26%|██▌       | 95/370 [00:21<01:13,  3.73it/s]

 26%|██▌       | 96/370 [00:22<01:13,  3.72it/s]

 26%|██▌       | 97/370 [00:22<01:10,  3.88it/s]

 26%|██▋       | 98/370 [00:22<01:07,  4.01it/s]

 27%|██▋       | 99/370 [00:22<01:06,  4.08it/s]

 27%|██▋       | 100/370 [00:23<01:03,  4.26it/s]

 27%|██▋       | 101/370 [00:23<01:01,  4.35it/s]

 28%|██▊       | 102/370 [00:23<01:00,  4.45it/s]

 28%|██▊       | 103/370 [00:23<00:57,  4.64it/s]

 28%|██▊       | 104/370 [00:24<01:02,  4.26it/s]

 28%|██▊       | 105/370 [00:24<00:59,  4.42it/s]

 29%|██▊       | 106/370 [00:24<01:02,  4.20it/s]

 29%|██▉       | 107/370 [00:24<01:02,  4.22it/s]

 29%|██▉       | 108/370 [00:25<01:01,  4.28it/s]

 29%|██▉       | 109/370 [00:25<01:01,  4.22it/s]

 30%|██▉       | 110/370 [00:25<00:58,  4.47it/s]

 30%|███       | 111/370 [00:25<00:58,  4.41it/s]

 30%|███       | 112/370 [00:25<01:00,  4.27it/s]

 31%|███       | 113/370 [00:26<01:00,  4.27it/s]

 31%|███       | 114/370 [00:26<00:59,  4.33it/s]

 31%|███       | 115/370 [00:26<01:02,  4.07it/s]

 31%|███▏      | 116/370 [00:26<01:06,  3.85it/s]

 32%|███▏      | 117/370 [00:27<01:08,  3.69it/s]

 32%|███▏      | 118/370 [00:27<01:07,  3.76it/s]

 32%|███▏      | 119/370 [00:27<01:04,  3.86it/s]

 32%|███▏      | 120/370 [00:27<01:02,  4.00it/s]

 33%|███▎      | 121/370 [00:28<01:00,  4.10it/s]

 33%|███▎      | 122/370 [00:28<00:59,  4.13it/s]

 33%|███▎      | 123/370 [00:28<00:57,  4.32it/s]

 34%|███▎      | 124/370 [00:28<00:52,  4.66it/s]

 34%|███▍      | 125/370 [00:29<00:55,  4.40it/s]

 34%|███▍      | 126/370 [00:29<00:55,  4.40it/s]

 34%|███▍      | 127/370 [00:29<00:57,  4.20it/s]

 35%|███▍      | 128/370 [00:29<00:59,  4.09it/s]

 35%|███▍      | 129/370 [00:30<01:03,  3.79it/s]

 35%|███▌      | 130/370 [00:30<01:03,  3.75it/s]

 35%|███▌      | 131/370 [00:30<01:06,  3.62it/s]

 36%|███▌      | 132/370 [00:30<01:01,  3.85it/s]

 36%|███▌      | 133/370 [00:31<00:58,  4.05it/s]

 36%|███▌      | 134/370 [00:31<00:57,  4.13it/s]

 36%|███▋      | 135/370 [00:31<00:58,  4.00it/s]

 37%|███▋      | 136/370 [00:31<00:58,  4.00it/s]

 37%|███▋      | 137/370 [00:32<00:58,  3.97it/s]

 37%|███▋      | 138/370 [00:32<00:58,  4.00it/s]

 38%|███▊      | 139/370 [00:32<00:56,  4.12it/s]

 38%|███▊      | 140/370 [00:32<00:53,  4.28it/s]

 38%|███▊      | 141/370 [00:33<00:56,  4.05it/s]

 38%|███▊      | 142/370 [00:33<00:56,  4.01it/s]

 39%|███▊      | 143/370 [00:33<00:54,  4.14it/s]

 39%|███▉      | 144/370 [00:33<00:56,  4.02it/s]

 39%|███▉      | 145/370 [00:34<00:58,  3.84it/s]

 39%|███▉      | 146/370 [00:34<00:55,  4.01it/s]

 40%|███▉      | 147/370 [00:34<00:54,  4.11it/s]

 40%|████      | 148/370 [00:34<00:55,  3.98it/s]

 40%|████      | 149/370 [00:35<00:55,  3.98it/s]

 41%|████      | 150/370 [00:35<00:50,  4.36it/s]

 41%|████      | 151/370 [00:35<00:47,  4.60it/s]

 41%|████      | 152/370 [00:35<00:48,  4.52it/s]

 41%|████▏     | 153/370 [00:35<00:48,  4.44it/s]

 42%|████▏     | 154/370 [00:36<00:49,  4.40it/s]

 42%|████▏     | 155/370 [00:36<00:48,  4.41it/s]

 42%|████▏     | 156/370 [00:36<00:51,  4.19it/s]

 42%|████▏     | 157/370 [00:36<00:51,  4.14it/s]

 43%|████▎     | 158/370 [00:37<00:50,  4.19it/s]

 43%|████▎     | 159/370 [00:37<00:47,  4.44it/s]

 43%|████▎     | 160/370 [00:37<00:48,  4.34it/s]

 44%|████▎     | 161/370 [00:37<00:48,  4.34it/s]

 44%|████▍     | 162/370 [00:38<00:48,  4.26it/s]

 44%|████▍     | 163/370 [00:38<00:47,  4.32it/s]

 44%|████▍     | 164/370 [00:38<00:48,  4.24it/s]

 45%|████▍     | 165/370 [00:38<00:51,  3.95it/s]

 45%|████▍     | 166/370 [00:39<00:51,  3.97it/s]

 45%|████▌     | 167/370 [00:39<00:55,  3.69it/s]

 45%|████▌     | 168/370 [00:39<00:51,  3.92it/s]

 46%|████▌     | 169/370 [00:39<00:49,  4.07it/s]

 46%|████▌     | 170/370 [00:40<00:49,  4.07it/s]

 46%|████▌     | 171/370 [00:40<00:49,  3.99it/s]

 46%|████▋     | 172/370 [00:40<00:45,  4.31it/s]

 47%|████▋     | 173/370 [00:40<00:41,  4.77it/s]

 47%|████▋     | 174/370 [00:40<00:43,  4.50it/s]

 47%|████▋     | 175/370 [00:41<00:42,  4.57it/s]

 48%|████▊     | 176/370 [00:41<00:41,  4.72it/s]

 48%|████▊     | 177/370 [00:41<00:43,  4.41it/s]

 48%|████▊     | 178/370 [00:41<00:43,  4.45it/s]

 48%|████▊     | 179/370 [00:42<00:44,  4.26it/s]

 49%|████▊     | 180/370 [00:42<00:40,  4.69it/s]

 49%|████▉     | 181/370 [00:42<00:40,  4.69it/s]

 49%|████▉     | 182/370 [00:42<00:40,  4.70it/s]

 49%|████▉     | 183/370 [00:42<00:42,  4.36it/s]

 50%|████▉     | 184/370 [00:43<00:42,  4.35it/s]

 50%|█████     | 185/370 [00:43<00:40,  4.53it/s]

 50%|█████     | 186/370 [00:43<00:41,  4.45it/s]

 51%|█████     | 187/370 [00:43<00:43,  4.25it/s]

 51%|█████     | 188/370 [00:44<00:43,  4.21it/s]

 51%|█████     | 189/370 [00:44<00:44,  4.07it/s]

 51%|█████▏    | 190/370 [00:44<00:42,  4.21it/s]

 52%|█████▏    | 191/370 [00:44<00:42,  4.21it/s]

 52%|█████▏    | 192/370 [00:45<00:44,  4.04it/s]

 52%|█████▏    | 193/370 [00:45<00:44,  4.01it/s]

 52%|█████▏    | 194/370 [00:45<00:39,  4.43it/s]

 53%|█████▎    | 195/370 [00:45<00:40,  4.27it/s]

 53%|█████▎    | 196/370 [00:46<00:40,  4.33it/s]

 53%|█████▎    | 197/370 [00:46<00:39,  4.39it/s]

 54%|█████▎    | 198/370 [00:46<00:39,  4.35it/s]

 54%|█████▍    | 199/370 [00:46<00:38,  4.43it/s]

 54%|█████▍    | 200/370 [00:46<00:39,  4.27it/s]

 54%|█████▍    | 201/370 [00:47<00:38,  4.36it/s]

 55%|█████▍    | 202/370 [00:47<00:38,  4.42it/s]

 55%|█████▍    | 203/370 [00:47<00:37,  4.49it/s]

 55%|█████▌    | 204/370 [00:47<00:40,  4.10it/s]

 55%|█████▌    | 205/370 [00:48<00:38,  4.33it/s]

 56%|█████▌    | 206/370 [00:48<00:39,  4.19it/s]

 56%|█████▌    | 207/370 [00:48<00:39,  4.12it/s]

 56%|█████▌    | 208/370 [00:48<00:42,  3.81it/s]

 56%|█████▋    | 209/370 [00:49<00:40,  3.94it/s]

 57%|█████▋    | 210/370 [00:49<00:41,  3.81it/s]

 57%|█████▋    | 211/370 [00:49<00:43,  3.68it/s]

 57%|█████▋    | 212/370 [00:49<00:42,  3.74it/s]

 58%|█████▊    | 213/370 [00:50<00:42,  3.70it/s]

 58%|█████▊    | 214/370 [00:50<00:39,  3.93it/s]

 58%|█████▊    | 215/370 [00:50<00:41,  3.73it/s]

 58%|█████▊    | 216/370 [00:51<00:39,  3.87it/s]

 59%|█████▊    | 217/370 [00:51<00:38,  4.01it/s]

 59%|█████▉    | 218/370 [00:51<00:35,  4.26it/s]

 59%|█████▉    | 219/370 [00:51<00:36,  4.12it/s]

 59%|█████▉    | 220/370 [00:51<00:36,  4.10it/s]

 60%|█████▉    | 221/370 [00:52<00:37,  3.96it/s]

 60%|██████    | 222/370 [00:52<00:36,  4.10it/s]

 60%|██████    | 223/370 [00:52<00:37,  3.93it/s]

 61%|██████    | 224/370 [00:53<00:40,  3.59it/s]

 61%|██████    | 225/370 [00:53<00:42,  3.38it/s]

 61%|██████    | 226/370 [00:53<00:40,  3.54it/s]

 61%|██████▏   | 227/370 [00:53<00:40,  3.51it/s]

 62%|██████▏   | 228/370 [00:54<00:40,  3.52it/s]

 62%|██████▏   | 229/370 [00:54<00:41,  3.36it/s]

 62%|██████▏   | 230/370 [00:54<00:41,  3.40it/s]

 62%|██████▏   | 231/370 [00:55<00:39,  3.56it/s]

 63%|██████▎   | 232/370 [00:55<00:40,  3.44it/s]

 63%|██████▎   | 233/370 [00:55<00:40,  3.40it/s]

 63%|██████▎   | 234/370 [00:55<00:38,  3.50it/s]

 64%|██████▎   | 235/370 [00:56<00:37,  3.64it/s]

 64%|██████▍   | 236/370 [00:56<00:35,  3.82it/s]

 64%|██████▍   | 237/370 [00:56<00:35,  3.77it/s]

 64%|██████▍   | 238/370 [00:56<00:34,  3.80it/s]

 65%|██████▍   | 239/370 [00:57<00:33,  3.89it/s]

 65%|██████▍   | 240/370 [00:57<00:34,  3.75it/s]

 65%|██████▌   | 241/370 [00:57<00:35,  3.59it/s]

 65%|██████▌   | 242/370 [00:58<00:35,  3.65it/s]

 66%|██████▌   | 243/370 [00:58<00:38,  3.34it/s]

 66%|██████▌   | 244/370 [00:58<00:40,  3.10it/s]

 66%|██████▌   | 245/370 [00:59<00:39,  3.20it/s]

 66%|██████▋   | 246/370 [00:59<00:36,  3.41it/s]

 67%|██████▋   | 247/370 [00:59<00:32,  3.80it/s]

 67%|██████▋   | 248/370 [00:59<00:30,  4.01it/s]

 67%|██████▋   | 249/370 [01:00<00:30,  3.99it/s]

 68%|██████▊   | 250/370 [01:00<00:31,  3.87it/s]

 68%|██████▊   | 251/370 [01:00<00:30,  3.95it/s]

 68%|██████▊   | 252/370 [01:00<00:33,  3.53it/s]

 68%|██████▊   | 253/370 [01:01<00:32,  3.59it/s]

 69%|██████▊   | 254/370 [01:01<00:32,  3.62it/s]

 69%|██████▉   | 255/370 [01:01<00:31,  3.64it/s]

 69%|██████▉   | 256/370 [01:01<00:32,  3.53it/s]

 69%|██████▉   | 257/370 [01:02<00:33,  3.36it/s]

 70%|██████▉   | 258/370 [01:02<00:32,  3.42it/s]

 70%|███████   | 259/370 [01:02<00:31,  3.49it/s]

 70%|███████   | 260/370 [01:03<00:29,  3.71it/s]

 71%|███████   | 261/370 [01:03<00:29,  3.64it/s]

 71%|███████   | 262/370 [01:03<00:30,  3.60it/s]

 71%|███████   | 263/370 [01:04<00:31,  3.43it/s]

 71%|███████▏  | 264/370 [01:04<00:33,  3.17it/s]

 72%|███████▏  | 265/370 [01:04<00:32,  3.24it/s]

 72%|███████▏  | 266/370 [01:05<00:32,  3.16it/s]

 72%|███████▏  | 267/370 [01:05<00:33,  3.09it/s]

 72%|███████▏  | 268/370 [01:05<00:32,  3.11it/s]

 73%|███████▎  | 269/370 [01:06<00:33,  3.01it/s]

 73%|███████▎  | 270/370 [01:06<00:32,  3.04it/s]

 73%|███████▎  | 271/370 [01:06<00:34,  2.89it/s]

 74%|███████▎  | 272/370 [01:06<00:30,  3.16it/s]

 74%|███████▍  | 273/370 [01:07<00:30,  3.22it/s]

 74%|███████▍  | 274/370 [01:07<00:28,  3.35it/s]

 74%|███████▍  | 275/370 [01:07<00:27,  3.41it/s]

 75%|███████▍  | 276/370 [01:08<00:27,  3.36it/s]

 75%|███████▍  | 277/370 [01:08<00:30,  3.01it/s]

 75%|███████▌  | 278/370 [01:08<00:30,  3.03it/s]

 75%|███████▌  | 279/370 [01:09<00:29,  3.11it/s]

 76%|███████▌  | 280/370 [01:09<00:30,  2.94it/s]

 76%|███████▌  | 281/370 [01:09<00:29,  3.01it/s]

 76%|███████▌  | 282/370 [01:10<00:28,  3.14it/s]

 76%|███████▋  | 283/370 [01:10<00:27,  3.14it/s]

 77%|███████▋  | 284/370 [01:10<00:29,  2.88it/s]

 77%|███████▋  | 285/370 [01:11<00:30,  2.79it/s]

 77%|███████▋  | 286/370 [01:11<00:29,  2.87it/s]

 78%|███████▊  | 287/370 [01:11<00:28,  2.87it/s]

 78%|███████▊  | 288/370 [01:12<00:27,  3.03it/s]

 78%|███████▊  | 289/370 [01:12<00:24,  3.29it/s]

 78%|███████▊  | 290/370 [01:12<00:26,  3.06it/s]

 79%|███████▊  | 291/370 [01:13<00:25,  3.10it/s]

 79%|███████▉  | 292/370 [01:13<00:24,  3.20it/s]

 79%|███████▉  | 293/370 [01:13<00:24,  3.14it/s]

 79%|███████▉  | 294/370 [01:14<00:23,  3.21it/s]

 80%|███████▉  | 295/370 [01:14<00:22,  3.32it/s]

 80%|████████  | 296/370 [01:14<00:22,  3.33it/s]

 80%|████████  | 297/370 [01:15<00:23,  3.17it/s]

 81%|████████  | 298/370 [01:15<00:24,  2.99it/s]

 81%|████████  | 299/370 [01:15<00:22,  3.14it/s]

 81%|████████  | 300/370 [01:15<00:21,  3.23it/s]

 81%|████████▏ | 301/370 [01:16<00:21,  3.18it/s]

 82%|████████▏ | 302/370 [01:16<00:20,  3.36it/s]

 82%|████████▏ | 303/370 [01:16<00:19,  3.35it/s]

 82%|████████▏ | 304/370 [01:17<00:19,  3.39it/s]

 82%|████████▏ | 305/370 [01:17<00:19,  3.31it/s]

 83%|████████▎ | 306/370 [01:17<00:19,  3.34it/s]

 83%|████████▎ | 307/370 [01:18<00:18,  3.42it/s]

 83%|████████▎ | 308/370 [01:18<00:17,  3.51it/s]

 84%|████████▎ | 309/370 [01:18<00:17,  3.50it/s]

 84%|████████▍ | 310/370 [01:18<00:17,  3.38it/s]

 84%|████████▍ | 311/370 [01:19<00:17,  3.35it/s]

 84%|████████▍ | 312/370 [01:19<00:17,  3.36it/s]

 85%|████████▍ | 313/370 [01:19<00:16,  3.43it/s]

 85%|████████▍ | 314/370 [01:19<00:15,  3.64it/s]

 85%|████████▌ | 315/370 [01:20<00:14,  3.70it/s]

 85%|████████▌ | 316/370 [01:20<00:14,  3.63it/s]

 86%|████████▌ | 317/370 [01:20<00:15,  3.49it/s]

 86%|████████▌ | 318/370 [01:21<00:15,  3.33it/s]

 86%|████████▌ | 319/370 [01:21<00:14,  3.48it/s]

 86%|████████▋ | 320/370 [01:21<00:14,  3.54it/s]

 87%|████████▋ | 321/370 [01:21<00:13,  3.54it/s]

 87%|████████▋ | 322/370 [01:22<00:13,  3.64it/s]

 87%|████████▋ | 323/370 [01:22<00:12,  3.62it/s]

 88%|████████▊ | 324/370 [01:22<00:12,  3.72it/s]

 88%|████████▊ | 325/370 [01:23<00:12,  3.59it/s]

 88%|████████▊ | 326/370 [01:23<00:12,  3.50it/s]

 88%|████████▊ | 327/370 [01:23<00:12,  3.44it/s]

 89%|████████▊ | 328/370 [01:23<00:11,  3.67it/s]

 89%|████████▉ | 329/370 [01:24<00:11,  3.65it/s]

 89%|████████▉ | 330/370 [01:24<00:11,  3.53it/s]

 89%|████████▉ | 331/370 [01:24<00:11,  3.44it/s]

 90%|████████▉ | 332/370 [01:25<00:11,  3.45it/s]

 90%|█████████ | 333/370 [01:25<00:10,  3.56it/s]

 90%|█████████ | 334/370 [01:25<00:10,  3.53it/s]

 91%|█████████ | 335/370 [01:25<00:09,  3.66it/s]

 91%|█████████ | 336/370 [01:26<00:09,  3.69it/s]

 91%|█████████ | 337/370 [01:26<00:09,  3.61it/s]

 91%|█████████▏| 338/370 [01:26<00:09,  3.50it/s]

 92%|█████████▏| 339/370 [01:27<00:08,  3.51it/s]

 92%|█████████▏| 340/370 [01:27<00:08,  3.36it/s]

 92%|█████████▏| 341/370 [01:27<00:08,  3.49it/s]

 92%|█████████▏| 342/370 [01:27<00:07,  3.60it/s]

 93%|█████████▎| 343/370 [01:28<00:07,  3.74it/s]

 93%|█████████▎| 344/370 [01:28<00:07,  3.46it/s]

 93%|█████████▎| 345/370 [01:28<00:07,  3.16it/s]

 94%|█████████▎| 346/370 [01:29<00:07,  3.05it/s]

 94%|█████████▍| 347/370 [01:29<00:07,  3.11it/s]

 94%|█████████▍| 348/370 [01:29<00:06,  3.32it/s]

 94%|█████████▍| 349/370 [01:30<00:06,  3.27it/s]

 95%|█████████▍| 350/370 [01:30<00:05,  3.41it/s]

 95%|█████████▍| 351/370 [01:30<00:05,  3.28it/s]

 95%|█████████▌| 352/370 [01:31<00:05,  3.01it/s]

 95%|█████████▌| 353/370 [01:31<00:05,  3.07it/s]

 96%|█████████▌| 354/370 [01:31<00:05,  3.12it/s]

 96%|█████████▌| 355/370 [01:31<00:04,  3.34it/s]

 96%|█████████▌| 356/370 [01:32<00:03,  3.51it/s]

 96%|█████████▋| 357/370 [01:32<00:03,  3.66it/s]

 97%|█████████▋| 358/370 [01:32<00:03,  3.94it/s]

 97%|█████████▋| 359/370 [01:32<00:02,  3.89it/s]

 97%|█████████▋| 360/370 [01:33<00:02,  3.75it/s]

 98%|█████████▊| 361/370 [01:33<00:02,  3.80it/s]

 98%|█████████▊| 362/370 [01:33<00:02,  3.85it/s]

 98%|█████████▊| 363/370 [01:33<00:01,  4.19it/s]

 98%|█████████▊| 364/370 [01:34<00:01,  3.87it/s]

 99%|█████████▊| 365/370 [01:34<00:01,  3.88it/s]

 99%|█████████▉| 366/370 [01:34<00:01,  3.82it/s]

 99%|█████████▉| 367/370 [01:35<00:00,  3.80it/s]

 99%|█████████▉| 368/370 [01:35<00:00,  3.71it/s]

100%|█████████▉| 369/370 [01:35<00:00,  3.67it/s]

100%|██████████| 370/370 [01:35<00:00,  3.99it/s]
                                                        

                                                 

 35%|███▌      | 7000/19900 [3:32:18<4:32:38,  1.27s/it]

100%|██████████| 370/370 [02:02<00:00,  3.99it/s]

                                                 Saving model checkpoint to ./checkpoint-7000
Configuration saved in ./checkpoint-7000/config.json
Model weights saved in ./checkpoint-7000/pytorch_model.bin
Configuration saved in ./checkpoint-7000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-5500] due to args.save_total_limit

 35%|███▌      | 7001/19900 [3:33:41<224:29:35, 62.65s/it]
 35%|███▌      | 7002/19900 [3:33:42<158:25:11, 44.22s/it]
 35%|███▌      | 7003/19900 [3:33:43<112:10:01, 31.31s/it]
 35%|███▌      | 7004/19900 [3:33:45<79:50:44, 22.29s/it] 
 35%|███▌      | 7005/19900 [3:33:46<57:08:33, 15.95s/it]
 35%|███▌      | 7006/19900 [3:33:47<41:12:40, 11.51s/it]
 35%|███▌      | 7007/19900 [3:33:48<30:03:24,  8.39s/it]
 35%|███▌      | 7008/19900 [3:33:49<22:12:36,  6.20s/it]
 35%|███▌      | 7009/19900 [3:33:50<16:45:15,  4.68s/it]
 35%|███▌      | 7010/19900 [3:33:51<12:52:20,  3.60s/it]
 35%|███▌      | 7011/19900 [3:33:52<10:10:40,  2.84s/it]
 35%|███▌      | 7012/19900 [3:33:53<8:13:09,  2.30s/it] 
 35%|███▌      | 7013/19900 [3:33:54<6:44:50,  1.88s/it]
 35%|███▌      | 7014/19900 [3:33:55<5:39:30,  1.58s/it]
 35%|███▌      | 7015/19900 [3:33:58<6:40:31,  1.87s/it]
 35%|███▌      | 7016/19900 [3:34:00<6:58:33,  1.95s/it]
 35%|███▌      | 7017/19900 [3:34:02<6:58:23,  1.95s/it]
 35%|███▌      | 7018/19900 [3:34:04<6:53:55,  1.93s/it]
 35%|███▌      | 7019/19900 [3:34:05<6:45:52,  1.89s/it]
 35%|███▌      | 7020/19900 [3:34:07<6:38:47,  1.86s/it]
 35%|███▌      | 7021/19900 [3:34:09<6:31:47,  1.83s/it]
 35%|███▌      | 7022/19900 [3:34:11<6:28:02,  1.81s/it]
 35%|███▌      | 7023/19900 [3:34:12<6:19:11,  1.77s/it]
 35%|███▌      | 7024/19900 [3:34:14<6:11:51,  1.73s/it]
 35%|███▌      | 7025/19900 [3:34:16<6:05:22,  1.70s/it]
 35%|███▌      | 7026/19900 [3:34:17<6:05:03,  1.70s/it]
 35%|███▌      | 7027/19900 [3:34:19<6:07:43,  1.71s/it]
 35%|███▌      | 7028/19900 [3:34:21<6:01:02,  1.68s/it]
 35%|███▌      | 7029/19900 [3:34:22<5:48:59,  1.63s/it]
 35%|███▌      | 7030/19900 [3:34:24<5:43:07,  1.60s/it]
 35%|███▌      | 7031/19900 [3:34:25<5:36:10,  1.57s/it]
 35%|███▌      | 7032/19900 [3:34:27<5:38:49,  1.58s/it]
 35%|███▌      | 7033/19900 [3:34:28<5:30:57,  1.54s/it]
 35%|███▌      | 7034/19900 [3:34:30<5:27:58,  1.53s/it]
 35%|███▌      | 7035/19900 [3:34:31<5:24:00,  1.51s/it]
 35%|███▌      | 7036/19900 [3:34:33<5:20:55,  1.50s/it]
 35%|███▌      | 7037/19900 [3:34:34<5:17:06,  1.48s/it]
 35%|███▌      | 7038/19900 [3:34:36<5:13:59,  1.46s/it]
 35%|███▌      | 7039/19900 [3:34:37<5:11:20,  1.45s/it]
 35%|███▌      | 7040/19900 [3:34:38<5:05:39,  1.43s/it]
 35%|███▌      | 7041/19900 [3:34:40<5:05:03,  1.42s/it]
 35%|███▌      | 7042/19900 [3:34:41<5:01:33,  1.41s/it]
 35%|███▌      | 7043/19900 [3:34:43<4:53:16,  1.37s/it]
 35%|███▌      | 7044/19900 [3:34:44<4:48:13,  1.35s/it]
 35%|███▌      | 7045/19900 [3:34:45<4:47:32,  1.34s/it]
 35%|███▌      | 7046/19900 [3:34:46<4:41:33,  1.31s/it]
 35%|███▌      | 7047/19900 [3:34:48<4:32:45,  1.27s/it]
 35%|███▌      | 7048/19900 [3:34:49<4:23:42,  1.23s/it]
 35%|███▌      | 7049/19900 [3:34:50<4:28:03,  1.25s/it]
 35%|███▌      | 7050/19900 [3:34:51<4:27:02,  1.25s/it]
 35%|███▌      | 7051/19900 [3:34:52<4:22:54,  1.23s/it]
 35%|███▌      | 7052/19900 [3:34:54<4:18:38,  1.21s/it]
 35%|███▌      | 7053/19900 [3:34:55<4:16:52,  1.20s/it]
 35%|███▌      | 7054/19900 [3:34:56<4:14:27,  1.19s/it]
 35%|███▌      | 7055/19900 [3:34:57<4:10:09,  1.17s/it]
 35%|███▌      | 7056/19900 [3:34:58<4:05:32,  1.15s/it]
 35%|███▌      | 7057/19900 [3:34:59<3:59:01,  1.12s/it]
 35%|███▌      | 7058/19900 [3:35:00<3:54:14,  1.09s/it]
 35%|███▌      | 7059/19900 [3:35:01<3:52:52,  1.09s/it]
 35%|███▌      | 7060/19900 [3:35:02<3:48:50,  1.07s/it]
 35%|███▌      | 7061/19900 [3:35:03<3:45:34,  1.05s/it]
 35%|███▌      | 7062/19900 [3:35:04<3:40:47,  1.03s/it]
 35%|███▌      | 7063/19900 [3:35:05<3:30:36,  1.02it/s]
 35%|███▌      | 7064/19900 [3:35:08<5:03:08,  1.42s/it]
 36%|███▌      | 7065/19900 [3:35:10<5:51:14,  1.64s/it]
 36%|███▌      | 7066/19900 [3:35:12<6:15:49,  1.76s/it]
 36%|███▌      | 7067/19900 [3:35:14<6:27:22,  1.81s/it]
 36%|███▌      | 7068/19900 [3:35:16<6:29:19,  1.82s/it]
 36%|███▌      | 7069/19900 [3:35:17<6:26:11,  1.81s/it]
 36%|███▌      | 7070/19900 [3:35:19<6:23:32,  1.79s/it]
 36%|███▌      | 7071/19900 [3:35:21<6:18:18,  1.77s/it]
 36%|███▌      | 7072/19900 [3:35:23<6:18:16,  1.77s/it]
 36%|███▌      | 7073/19900 [3:35:24<6:11:37,  1.74s/it]
 36%|███▌      | 7074/19900 [3:35:26<6:04:10,  1.70s/it]
 36%|███▌      | 7075/19900 [3:35:28<5:58:03,  1.68s/it]
 36%|███▌      | 7076/19900 [3:35:29<5:58:03,  1.68s/it]
 36%|███▌      | 7077/19900 [3:35:31<5:48:05,  1.63s/it]
 36%|███▌      | 7078/19900 [3:35:32<5:44:58,  1.61s/it]
 36%|███▌      | 7079/19900 [3:35:34<5:38:17,  1.58s/it]
 36%|███▌      | 7080/19900 [3:35:35<5:34:56,  1.57s/it]
 36%|███▌      | 7081/19900 [3:35:37<5:32:09,  1.55s/it]
 36%|███▌      | 7082/19900 [3:35:38<5:29:28,  1.54s/it]
 36%|███▌      | 7083/19900 [3:35:40<5:24:19,  1.52s/it]
 36%|███▌      | 7084/19900 [3:35:41<5:19:27,  1.50s/it]
 36%|███▌      | 7085/19900 [3:35:43<5:19:58,  1.50s/it]
 36%|███▌      | 7086/19900 [3:35:44<5:13:30,  1.47s/it]
 36%|███▌      | 7087/19900 [3:35:46<5:08:29,  1.44s/it]
 36%|███▌      | 7088/19900 [3:35:47<5:09:22,  1.45s/it]
 36%|███▌      | 7089/19900 [3:35:48<5:04:20,  1.43s/it]
 36%|███▌      | 7090/19900 [3:35:50<4:57:23,  1.39s/it]
 36%|███▌      | 7091/19900 [3:35:51<4:55:40,  1.38s/it]
 36%|███▌      | 7092/19900 [3:35:52<4:51:05,  1.36s/it]
 36%|███▌      | 7093/19900 [3:35:54<4:46:22,  1.34s/it]
 36%|███▌      | 7094/19900 [3:35:55<4:41:15,  1.32s/it]
 36%|███▌      | 7095/19900 [3:35:56<4:39:07,  1.31s/it]
 36%|███▌      | 7096/19900 [3:35:58<4:34:35,  1.29s/it]
 36%|███▌      | 7097/19900 [3:35:59<4:29:58,  1.27s/it]
 36%|███▌      | 7098/19900 [3:36:00<4:31:03,  1.27s/it]
 36%|███▌      | 7099/19900 [3:36:01<4:29:04,  1.26s/it]
 36%|███▌      | 7100/19900 [3:36:02<4:26:31,  1.25s/it]
                                                        

 36%|███▌      | 7100/19900 [3:36:02<4:26:31,  1.25s/it]
 36%|███▌      | 7101/19900 [3:36:04<4:27:15,  1.25s/it]
 36%|███▌      | 7102/19900 [3:36:05<4:21:27,  1.23s/it]
 36%|███▌      | 7103/19900 [3:36:06<4:15:31,  1.20s/it]
 36%|███▌      | 7104/19900 [3:36:07<4:10:26,  1.17s/it]
 36%|███▌      | 7105/19900 [3:36:08<4:03:26,  1.14s/it]
 36%|███▌      | 7106/19900 [3:36:09<4:02:52,  1.14s/it]
 36%|███▌      | 7107/19900 [3:36:10<3:57:37,  1.11s/it]
 36%|███▌      | 7108/19900 [3:36:11<3:51:14,  1.08s/it]
 36%|███▌      | 7109/19900 [3:36:12<3:47:29,  1.07s/it]
 36%|███▌      | 7110/19900 [3:36:13<3:42:08,  1.04s/it]
 36%|███▌      | 7111/19900 [3:36:14<3:37:39,  1.02s/it]
 36%|███▌      | 7112/19900 [3:36:15<3:32:21,  1.00it/s]
 36%|███▌      | 7113/19900 [3:36:18<4:55:56,  1.39s/it]
 36%|███▌      | 7114/19900 [3:36:20<5:43:52,  1.61s/it]
 36%|███▌      | 7115/19900 [3:36:22<6:06:28,  1.72s/it]
 36%|███▌      | 7116/19900 [3:36:24<6:16:32,  1.77s/it]
 36%|███▌      | 7117/19900 [3:36:25<6:20:40,  1.79s/it]
 36%|███▌      | 7118/19900 [3:36:27<6:16:34,  1.77s/it]
 36%|███▌      | 7119/19900 [3:36:29<6:14:47,  1.76s/it]
 36%|███▌      | 7120/19900 [3:36:31<6:14:08,  1.76s/it]
 36%|███▌      | 7121/19900 [3:36:32<6:08:25,  1.73s/it]
 36%|███▌      | 7122/19900 [3:36:34<6:07:33,  1.73s/it]
 36%|███▌      | 7123/19900 [3:36:36<5:58:45,  1.68s/it]
 36%|███▌      | 7124/19900 [3:36:37<5:49:56,  1.64s/it]
 36%|███▌      | 7125/19900 [3:36:39<5:45:20,  1.62s/it]
 36%|███▌      | 7126/19900 [3:36:40<5:42:26,  1.61s/it]
 36%|███▌      | 7127/19900 [3:36:42<5:35:57,  1.58s/it]
 36%|███▌      | 7128/19900 [3:36:43<5:32:23,  1.56s/it]
 36%|███▌      | 7129/19900 [3:36:45<5:27:19,  1.54s/it]
 36%|███▌      | 7130/19900 [3:36:46<5:24:49,  1.53s/it]
 36%|███▌      | 7131/19900 [3:36:48<5:23:08,  1.52s/it]
 36%|███▌      | 7132/19900 [3:36:49<5:19:03,  1.50s/it]
 36%|███▌      | 7133/19900 [3:36:51<5:15:04,  1.48s/it]
 36%|███▌      | 7134/19900 [3:36:52<5:14:37,  1.48s/it]
 36%|███▌      | 7135/19900 [3:36:54<5:10:17,  1.46s/it]
 36%|███▌      | 7136/19900 [3:36:55<5:06:39,  1.44s/it]
 36%|███▌      | 7137/19900 [3:36:56<5:03:40,  1.43s/it]
 36%|███▌      | 7138/19900 [3:36:58<4:59:26,  1.41s/it]
 36%|███▌      | 7139/19900 [3:36:59<4:54:57,  1.39s/it]
 36%|███▌      | 7140/19900 [3:37:00<4:50:16,  1.36s/it]
 36%|███▌      | 7141/19900 [3:37:02<4:47:31,  1.35s/it]
 36%|███▌      | 7142/19900 [3:37:03<4:41:53,  1.33s/it]
 36%|███▌      | 7143/19900 [3:37:04<4:39:49,  1.32s/it]
 36%|███▌      | 7144/19900 [3:37:06<4:36:01,  1.30s/it]
 36%|███▌      | 7145/19900 [3:37:07<4:29:41,  1.27s/it]
 36%|███▌      | 7146/19900 [3:37:08<4:27:54,  1.26s/it]
 36%|███▌      | 7147/19900 [3:37:09<4:25:14,  1.25s/it]
 36%|███▌      | 7148/19900 [3:37:10<4:22:54,  1.24s/it]
 36%|███▌      | 7149/19900 [3:37:12<4:20:06,  1.22s/it]
 36%|███▌      | 7150/19900 [3:37:13<4:17:59,  1.21s/it]
 36%|███▌      | 7151/19900 [3:37:14<4:15:50,  1.20s/it]
 36%|███▌      | 7152/19900 [3:37:15<4:14:36,  1.20s/it]
 36%|███▌      | 7153/19900 [3:37:16<4:11:13,  1.18s/it]
 36%|███▌      | 7154/19900 [3:37:17<4:09:04,  1.17s/it]
 36%|███▌      | 7155/19900 [3:37:19<4:09:03,  1.17s/it]
 36%|███▌      | 7156/19900 [3:37:20<4:04:00,  1.15s/it]
 36%|███▌      | 7157/19900 [3:37:21<3:59:40,  1.13s/it]
 36%|███▌      | 7158/19900 [3:37:22<3:54:45,  1.11s/it]
 36%|███▌      | 7159/19900 [3:37:23<3:50:55,  1.09s/it]
 36%|███▌      | 7160/19900 [3:37:24<3:51:12,  1.09s/it]
 36%|███▌      | 7161/19900 [3:37:25<3:36:53,  1.02s/it]
 36%|███▌      | 7162/19900 [3:37:27<4:29:57,  1.27s/it]
 36%|███▌      | 7163/19900 [3:37:28<4:46:11,  1.35s/it]
 36%|███▌      | 7164/19900 [3:37:29<4:33:38,  1.29s/it]
 36%|███▌      | 7165/19900 [3:37:32<6:14:11,  1.76s/it]
 36%|███▌      | 7166/19900 [3:37:34<6:41:35,  1.89s/it]
 36%|███▌      | 7167/19900 [3:37:37<6:51:19,  1.94s/it]
 36%|███▌      | 7168/19900 [3:37:38<6:52:25,  1.94s/it]
 36%|███▌      | 7169/19900 [3:37:40<6:45:22,  1.91s/it]
 36%|███▌      | 7170/19900 [3:37:42<6:36:25,  1.87s/it]
 36%|███▌      | 7171/19900 [3:37:44<6:25:59,  1.82s/it]
 36%|███▌      | 7172/19900 [3:37:46<6:20:14,  1.79s/it]
 36%|███▌      | 7173/19900 [3:37:47<6:14:01,  1.76s/it]
 36%|███▌      | 7174/19900 [3:37:49<6:08:20,  1.74s/it]
 36%|███▌      | 7175/19900 [3:37:51<6:01:18,  1.70s/it]
 36%|███▌      | 7176/19900 [3:37:52<5:54:23,  1.67s/it]
 36%|███▌      | 7177/19900 [3:37:54<5:48:55,  1.65s/it]
 36%|███▌      | 7178/19900 [3:37:55<5:42:47,  1.62s/it]
 36%|███▌      | 7179/19900 [3:37:57<5:37:30,  1.59s/it]
 36%|███▌      | 7180/19900 [3:37:58<5:37:24,  1.59s/it]
 36%|███▌      | 7181/19900 [3:38:00<5:31:29,  1.56s/it]
 36%|███▌      | 7182/19900 [3:38:01<5:27:17,  1.54s/it]
 36%|███▌      | 7183/19900 [3:38:03<5:22:35,  1.52s/it]
 36%|███▌      | 7184/19900 [3:38:04<5:16:36,  1.49s/it]
 36%|███▌      | 7185/19900 [3:38:06<5:14:25,  1.48s/it]
 36%|███▌      | 7186/19900 [3:38:07<5:11:57,  1.47s/it]
 36%|███▌      | 7187/19900 [3:38:09<5:10:43,  1.47s/it]
 36%|███▌      | 7188/19900 [3:38:10<5:09:27,  1.46s/it]
 36%|███▌      | 7189/19900 [3:38:11<5:07:14,  1.45s/it]
 36%|███▌      | 7190/19900 [3:38:13<5:04:48,  1.44s/it]
 36%|███▌      | 7191/19900 [3:38:14<4:57:43,  1.41s/it]
 36%|███▌      | 7192/19900 [3:38:16<4:50:29,  1.37s/it]
 36%|███▌      | 7193/19900 [3:38:17<4:50:00,  1.37s/it]
 36%|███▌      | 7194/19900 [3:38:18<4:47:14,  1.36s/it]
 36%|███▌      | 7195/19900 [3:38:20<4:44:43,  1.34s/it]
 36%|███▌      | 7196/19900 [3:38:21<4:38:56,  1.32s/it]
 36%|███▌      | 7197/19900 [3:38:22<4:35:50,  1.30s/it]
 36%|███▌      | 7198/19900 [3:38:23<4:34:44,  1.30s/it]
 36%|███▌      | 7199/19900 [3:38:25<4:38:28,  1.32s/it]
 36%|███▌      | 7200/19900 [3:38:26<4:32:36,  1.29s/it]
                                                        

 36%|███▌      | 7200/19900 [3:38:26<4:32:36,  1.29s/it]
 36%|███▌      | 7201/19900 [3:38:27<4:27:49,  1.27s/it]
 36%|███▌      | 7202/19900 [3:38:28<4:24:27,  1.25s/it]
 36%|███▌      | 7203/19900 [3:38:30<4:20:28,  1.23s/it]
 36%|███▌      | 7204/19900 [3:38:31<4:15:43,  1.21s/it]
 36%|███▌      | 7205/19900 [3:38:32<4:13:16,  1.20s/it]
 36%|███▌      | 7206/19900 [3:38:33<4:05:47,  1.16s/it]
 36%|███▌      | 7207/19900 [3:38:34<3:57:33,  1.12s/it]
 36%|███▌      | 7208/19900 [3:38:35<3:51:24,  1.09s/it]
 36%|███▌      | 7209/19900 [3:38:36<3:46:29,  1.07s/it]
 36%|███▌      | 7210/19900 [3:38:37<3:50:11,  1.09s/it]
 36%|███▌      | 7211/19900 [3:38:38<3:47:00,  1.07s/it]
 36%|███▌      | 7212/19900 [3:38:39<3:33:29,  1.01s/it]
 36%|███▌      | 7213/19900 [3:38:40<3:15:40,  1.08it/s]
 36%|███▋      | 7214/19900 [3:38:42<4:48:33,  1.36s/it]
 36%|███▋      | 7215/19900 [3:38:44<5:34:06,  1.58s/it]
 36%|███▋      | 7216/19900 [3:38:46<5:58:48,  1.70s/it]
 36%|███▋      | 7217/19900 [3:38:48<6:14:50,  1.77s/it]
 36%|███▋      | 7218/19900 [3:38:50<6:16:37,  1.78s/it]
 36%|███▋      | 7219/19900 [3:38:52<6:21:55,  1.81s/it]
 36%|███▋      | 7220/19900 [3:38:54<6:15:49,  1.78s/it]
 36%|███▋      | 7221/19900 [3:38:55<6:10:31,  1.75s/it]
 36%|███▋      | 7222/19900 [3:38:57<6:06:38,  1.74s/it]
 36%|███▋      | 7223/19900 [3:38:59<6:02:44,  1.72s/it]
 36%|███▋      | 7224/19900 [3:39:00<5:58:51,  1.70s/it]
 36%|███▋      | 7225/19900 [3:39:02<5:54:05,  1.68s/it]
 36%|███▋      | 7226/19900 [3:39:04<5:53:55,  1.68s/it]
 36%|███▋      | 7227/19900 [3:39:05<5:48:12,  1.65s/it]
 36%|███▋      | 7228/19900 [3:39:07<5:43:19,  1.63s/it]
 36%|███▋      | 7229/19900 [3:39:08<5:37:22,  1.60s/it]
 36%|███▋      | 7230/19900 [3:39:10<5:32:52,  1.58s/it]
 36%|███▋      | 7231/19900 [3:39:11<5:28:23,  1.56s/it]
 36%|███▋      | 7232/19900 [3:39:13<5:18:42,  1.51s/it]
 36%|███▋      | 7233/19900 [3:39:14<5:15:17,  1.49s/it]
 36%|███▋      | 7234/19900 [3:39:16<5:15:11,  1.49s/it]
 36%|███▋      | 7235/19900 [3:39:17<5:09:44,  1.47s/it]
 36%|███▋      | 7236/19900 [3:39:18<5:07:14,  1.46s/it]
 36%|███▋      | 7237/19900 [3:39:20<5:04:55,  1.44s/it]
 36%|███▋      | 7238/19900 [3:39:21<5:05:37,  1.45s/it]
 36%|███▋      | 7239/19900 [3:39:23<5:06:49,  1.45s/it]
 36%|███▋      | 7240/19900 [3:39:24<4:59:54,  1.42s/it]
 36%|███▋      | 7241/19900 [3:39:25<4:52:15,  1.39s/it]
 36%|███▋      | 7242/19900 [3:39:27<4:47:16,  1.36s/it]
 36%|███▋      | 7243/19900 [3:39:28<4:43:00,  1.34s/it]
 36%|███▋      | 7244/19900 [3:39:29<4:41:12,  1.33s/it]
 36%|███▋      | 7245/19900 [3:39:31<4:38:19,  1.32s/it]
 36%|███▋      | 7246/19900 [3:39:32<4:41:39,  1.34s/it]
 36%|███▋      | 7247/19900 [3:39:33<4:35:02,  1.30s/it]
 36%|███▋      | 7248/19900 [3:39:35<4:34:11,  1.30s/it]
 36%|███▋      | 7249/19900 [3:39:36<4:26:13,  1.26s/it]
 36%|███▋      | 7250/19900 [3:39:37<4:28:41,  1.27s/it]
 36%|███▋      | 7251/19900 [3:39:38<4:23:06,  1.25s/it]
 36%|███▋      | 7252/19900 [3:39:39<4:18:57,  1.23s/it]
 36%|███▋      | 7253/19900 [3:39:41<4:18:32,  1.23s/it]
 36%|███▋      | 7254/19900 [3:39:42<4:09:43,  1.18s/it]
 36%|███▋      | 7255/19900 [3:39:43<4:06:16,  1.17s/it]
 36%|███▋      | 7256/19900 [3:39:44<4:00:56,  1.14s/it]
 36%|███▋      | 7257/19900 [3:39:45<3:55:08,  1.12s/it]
 36%|███▋      | 7258/19900 [3:39:46<3:49:59,  1.09s/it]
 36%|███▋      | 7259/19900 [3:39:47<3:45:36,  1.07s/it]
 36%|███▋      | 7260/19900 [3:39:48<3:39:05,  1.04s/it]
 36%|███▋      | 7261/19900 [3:39:49<3:32:53,  1.01s/it]
 36%|███▋      | 7262/19900 [3:39:50<3:24:10,  1.03it/s]
 36%|███▋      | 7263/19900 [3:39:52<4:53:53,  1.40s/it]
 37%|███▋      | 7264/19900 [3:39:54<5:37:39,  1.60s/it]
 37%|███▋      | 7265/19900 [3:39:56<5:58:45,  1.70s/it]
 37%|███▋      | 7266/19900 [3:39:58<6:10:27,  1.76s/it]
 37%|███▋      | 7267/19900 [3:40:00<6:23:41,  1.82s/it]
 37%|███▋      | 7268/19900 [3:40:02<6:18:33,  1.80s/it]
 37%|███▋      | 7269/19900 [3:40:04<6:14:48,  1.78s/it]
 37%|███▋      | 7270/19900 [3:40:05<6:08:56,  1.75s/it]
 37%|███▋      | 7271/19900 [3:40:07<6:02:45,  1.72s/it]
 37%|███▋      | 7272/19900 [3:40:09<5:56:49,  1.70s/it]
 37%|███▋      | 7273/19900 [3:40:10<5:51:07,  1.67s/it]
 37%|███▋      | 7274/19900 [3:40:12<5:50:43,  1.67s/it]
 37%|███▋      | 7275/19900 [3:40:14<5:51:54,  1.67s/it]
 37%|███▋      | 7276/19900 [3:40:15<5:49:01,  1.66s/it]
 37%|███▋      | 7277/19900 [3:40:17<5:43:33,  1.63s/it]
 37%|███▋      | 7278/19900 [3:40:18<5:36:41,  1.60s/it]
 37%|███▋      | 7279/19900 [3:40:20<5:32:29,  1.58s/it]
 37%|███▋      | 7280/19900 [3:40:21<5:29:46,  1.57s/it]
 37%|███▋      | 7281/19900 [3:40:23<5:23:54,  1.54s/it]
 37%|███▋      | 7282/19900 [3:40:24<5:20:16,  1.52s/it]
 37%|███▋      | 7283/19900 [3:40:26<5:19:06,  1.52s/it]
 37%|███▋      | 7284/19900 [3:40:27<5:15:08,  1.50s/it]
 37%|███▋      | 7285/19900 [3:40:29<5:12:32,  1.49s/it]
 37%|███▋      | 7286/19900 [3:40:30<5:11:33,  1.48s/it]
 37%|███▋      | 7287/19900 [3:40:32<5:08:37,  1.47s/it]
 37%|███▋      | 7288/19900 [3:40:33<5:06:03,  1.46s/it]
 37%|███▋      | 7289/19900 [3:40:34<4:57:32,  1.42s/it]
 37%|███▋      | 7290/19900 [3:40:36<4:50:55,  1.38s/it]
 37%|███▋      | 7291/19900 [3:40:37<4:45:03,  1.36s/it]
 37%|███▋      | 7292/19900 [3:40:38<4:39:55,  1.33s/it]
 37%|███▋      | 7293/19900 [3:40:39<4:32:56,  1.30s/it]
 37%|███▋      | 7294/19900 [3:40:41<4:29:47,  1.28s/it]
 37%|███▋      | 7295/19900 [3:40:42<4:27:16,  1.27s/it]
 37%|███▋      | 7296/19900 [3:40:43<4:24:58,  1.26s/it]
 37%|███▋      | 7297/19900 [3:40:44<4:21:26,  1.24s/it]
 37%|███▋      | 7298/19900 [3:40:46<4:18:57,  1.23s/it]
 37%|███▋      | 7299/19900 [3:40:47<4:16:45,  1.22s/it]
 37%|███▋      | 7300/19900 [3:40:48<4:14:09,  1.21s/it]
                                                        

 37%|███▋      | 7300/19900 [3:40:48<4:14:09,  1.21s/it]
 37%|███▋      | 7301/19900 [3:40:49<4:10:43,  1.19s/it]
 37%|███▋      | 7302/19900 [3:40:50<4:10:55,  1.20s/it]
 37%|███▋      | 7303/19900 [3:40:51<4:07:09,  1.18s/it]
 37%|███▋      | 7304/19900 [3:40:53<4:03:10,  1.16s/it]
 37%|███▋      | 7305/19900 [3:40:54<4:01:26,  1.15s/it]
 37%|███▋      | 7306/19900 [3:40:55<4:00:07,  1.14s/it]
 37%|███▋      | 7307/19900 [3:40:56<3:57:15,  1.13s/it]
 37%|███▋      | 7308/19900 [3:40:57<3:54:28,  1.12s/it]
 37%|███▋      | 7309/19900 [3:40:58<3:52:51,  1.11s/it]
 37%|███▋      | 7310/19900 [3:40:59<3:47:29,  1.08s/it]
 37%|███▋      | 7311/19900 [3:41:00<3:37:48,  1.04s/it]
 37%|███▋      | 7312/19900 [3:41:03<5:10:25,  1.48s/it]
 37%|███▋      | 7313/19900 [3:41:05<5:50:14,  1.67s/it]
 37%|███▋      | 7314/19900 [3:41:07<6:15:34,  1.79s/it]
 37%|███▋      | 7315/19900 [3:41:09<6:26:21,  1.84s/it]
 37%|███▋      | 7316/19900 [3:41:11<6:30:00,  1.86s/it]
 37%|███▋      | 7317/19900 [3:41:12<6:26:56,  1.85s/it]
 37%|███▋      | 7318/19900 [3:41:14<6:20:57,  1.82s/it]
 37%|███▋      | 7319/19900 [3:41:16<6:16:07,  1.79s/it]
 37%|███▋      | 7320/19900 [3:41:18<6:15:05,  1.79s/it]
 37%|███▋      | 7321/19900 [3:41:19<6:08:07,  1.76s/it]
 37%|███▋      | 7322/19900 [3:41:21<6:01:50,  1.73s/it]
 37%|███▋      | 7323/19900 [3:41:23<5:53:24,  1.69s/it]
 37%|███▋      | 7324/19900 [3:41:24<5:47:50,  1.66s/it]
 37%|███▋      | 7325/19900 [3:41:26<5:42:09,  1.63s/it]
 37%|███▋      | 7326/19900 [3:41:27<5:37:07,  1.61s/it]
 37%|███▋      | 7327/19900 [3:41:29<5:29:32,  1.57s/it]
 37%|███▋      | 7328/19900 [3:41:30<5:25:49,  1.56s/it]
 37%|███▋      | 7329/19900 [3:41:32<5:22:14,  1.54s/it]
 37%|███▋      | 7330/19900 [3:41:33<5:22:39,  1.54s/it]
 37%|███▋      | 7331/19900 [3:41:35<5:21:21,  1.53s/it]
 37%|███▋      | 7332/19900 [3:41:36<5:17:48,  1.52s/it]
 37%|███▋      | 7333/19900 [3:41:38<5:14:29,  1.50s/it]
 37%|███▋      | 7334/19900 [3:41:39<5:10:08,  1.48s/it]
 37%|███▋      | 7335/19900 [3:41:41<5:08:16,  1.47s/it]
 37%|███▋      | 7336/19900 [3:41:42<5:07:04,  1.47s/it]
 37%|███▋      | 7337/19900 [3:41:44<5:01:11,  1.44s/it]
 37%|███▋      | 7338/19900 [3:41:45<4:54:55,  1.41s/it]
 37%|███▋      | 7339/19900 [3:41:46<4:49:12,  1.38s/it]
 37%|███▋      | 7340/19900 [3:41:48<4:46:07,  1.37s/it]
 37%|███▋      | 7341/19900 [3:41:49<4:41:47,  1.35s/it]
 37%|███▋      | 7342/19900 [3:41:50<4:42:53,  1.35s/it]
 37%|███▋      | 7343/19900 [3:41:51<4:35:29,  1.32s/it]
 37%|███▋      | 7344/19900 [3:41:53<4:34:18,  1.31s/it]
 37%|███▋      | 7345/19900 [3:41:54<4:29:34,  1.29s/it]
 37%|███▋      | 7346/19900 [3:41:55<4:32:53,  1.30s/it]
 37%|███▋      | 7347/19900 [3:41:57<4:25:50,  1.27s/it]
 37%|███▋      | 7348/19900 [3:41:58<4:22:29,  1.25s/it]
 37%|███▋      | 7349/19900 [3:41:59<4:23:12,  1.26s/it]
 37%|███▋      | 7350/19900 [3:42:00<4:17:35,  1.23s/it]
 37%|███▋      | 7351/19900 [3:42:01<4:13:52,  1.21s/it]
 37%|███▋      | 7352/19900 [3:42:02<4:07:11,  1.18s/it]
 37%|███▋      | 7353/19900 [3:42:04<4:00:02,  1.15s/it]
 37%|███▋      | 7354/19900 [3:42:05<3:55:20,  1.13s/it]
 37%|███▋      | 7355/19900 [3:42:06<3:49:32,  1.10s/it]
 37%|███▋      | 7356/19900 [3:42:07<3:45:49,  1.08s/it]
 37%|███▋      | 7357/19900 [3:42:08<3:41:27,  1.06s/it]
 37%|███▋      | 7358/19900 [3:42:09<3:39:06,  1.05s/it]
 37%|███▋      | 7359/19900 [3:42:10<3:36:46,  1.04s/it]
 37%|███▋      | 7360/19900 [3:42:11<3:29:21,  1.00s/it]
 37%|███▋      | 7361/19900 [3:42:12<4:19:20,  1.24s/it]
 37%|███▋      | 7362/19900 [3:42:14<4:34:20,  1.31s/it]
 37%|███▋      | 7363/19900 [3:42:15<4:26:42,  1.28s/it]
 37%|███▋      | 7364/19900 [3:42:18<6:00:48,  1.73s/it]
 37%|███▋      | 7365/19900 [3:42:20<6:26:50,  1.85s/it]
 37%|███▋      | 7366/19900 [3:42:22<6:34:25,  1.89s/it]
 37%|███▋      | 7367/19900 [3:42:24<6:37:58,  1.91s/it]
 37%|███▋      | 7368/19900 [3:42:26<6:34:07,  1.89s/it]
 37%|███▋      | 7369/19900 [3:42:28<6:27:47,  1.86s/it]
 37%|███▋      | 7370/19900 [3:42:29<6:20:12,  1.82s/it]
 37%|███▋      | 7371/19900 [3:42:31<6:14:42,  1.79s/it]
 37%|███▋      | 7372/19900 [3:42:33<6:08:15,  1.76s/it]
 37%|███▋      | 7373/19900 [3:42:34<6:02:47,  1.74s/it]
 37%|███▋      | 7374/19900 [3:42:36<5:58:38,  1.72s/it]
 37%|███▋      | 7375/19900 [3:42:38<5:48:44,  1.67s/it]
 37%|███▋      | 7376/19900 [3:42:39<5:46:37,  1.66s/it]
 37%|███▋      | 7377/19900 [3:42:41<5:39:21,  1.63s/it]
 37%|███▋      | 7378/19900 [3:42:42<5:35:25,  1.61s/it]
 37%|███▋      | 7379/19900 [3:42:44<5:34:34,  1.60s/it]
 37%|███▋      | 7380/19900 [3:42:46<5:30:49,  1.59s/it]
 37%|███▋      | 7381/19900 [3:42:47<5:31:04,  1.59s/it]
 37%|███▋      | 7382/19900 [3:42:49<5:24:30,  1.56s/it]
 37%|███▋      | 7383/19900 [3:42:50<5:20:44,  1.54s/it]
 37%|███▋      | 7384/19900 [3:42:52<5:15:21,  1.51s/it]
 37%|███▋      | 7385/19900 [3:42:53<5:09:47,  1.49s/it]
 37%|███▋      | 7386/19900 [3:42:54<5:06:40,  1.47s/it]
 37%|███▋      | 7387/19900 [3:42:56<5:05:02,  1.46s/it]
 37%|███▋      | 7388/19900 [3:42:57<4:58:27,  1.43s/it]
 37%|███▋      | 7389/19900 [3:42:59<4:55:40,  1.42s/it]
 37%|███▋      | 7390/19900 [3:43:00<4:49:09,  1.39s/it]
 37%|███▋      | 7391/19900 [3:43:01<4:48:21,  1.38s/it]
 37%|███▋      | 7392/19900 [3:43:03<4:42:17,  1.35s/it]
 37%|███▋      | 7393/19900 [3:43:04<4:38:00,  1.33s/it]
 37%|███▋      | 7394/19900 [3:43:05<4:33:15,  1.31s/it]
 37%|███▋      | 7395/19900 [3:43:06<4:31:09,  1.30s/it]
 37%|███▋      | 7396/19900 [3:43:08<4:26:54,  1.28s/it]
 37%|███▋      | 7397/19900 [3:43:09<4:24:32,  1.27s/it]
 37%|███▋      | 7398/19900 [3:43:10<4:20:47,  1.25s/it]
 37%|███▋      | 7399/19900 [3:43:11<4:20:04,  1.25s/it]
 37%|███▋      | 7400/19900 [3:43:13<4:16:08,  1.23s/it]
                                                        

 37%|███▋      | 7400/19900 [3:43:13<4:16:08,  1.23s/it]
 37%|███▋      | 7401/19900 [3:43:14<4:14:54,  1.22s/it]
 37%|███▋      | 7402/19900 [3:43:15<4:11:32,  1.21s/it]
 37%|███▋      | 7403/19900 [3:43:16<4:10:07,  1.20s/it]
 37%|███▋      | 7404/19900 [3:43:17<4:05:59,  1.18s/it]
 37%|███▋      | 7405/19900 [3:43:18<3:58:59,  1.15s/it]
 37%|███▋      | 7406/19900 [3:43:19<3:55:46,  1.13s/it]
 37%|███▋      | 7407/19900 [3:43:20<3:48:47,  1.10s/it]
 37%|███▋      | 7408/19900 [3:43:21<3:47:59,  1.10s/it]
 37%|███▋      | 7409/19900 [3:43:22<3:42:48,  1.07s/it]
 37%|███▋      | 7410/19900 [3:43:24<3:40:20,  1.06s/it]
 37%|███▋      | 7411/19900 [3:43:25<3:40:16,  1.06s/it]
 37%|███▋      | 7412/19900 [3:43:26<3:39:14,  1.05s/it]
 37%|███▋      | 7413/19900 [3:43:28<5:01:19,  1.45s/it]
 37%|███▋      | 7414/19900 [3:43:30<5:46:32,  1.67s/it]
 37%|███▋      | 7415/19900 [3:43:32<6:08:07,  1.77s/it]
 37%|███▋      | 7416/19900 [3:43:34<6:16:24,  1.81s/it]
 37%|███▋      | 7417/19900 [3:43:36<6:16:22,  1.81s/it]
 37%|███▋      | 7418/19900 [3:43:38<6:18:22,  1.82s/it]
 37%|███▋      | 7419/19900 [3:43:39<6:14:12,  1.80s/it]
 37%|███▋      | 7420/19900 [3:43:41<6:10:59,  1.78s/it]
 37%|███▋      | 7421/19900 [3:43:43<6:05:47,  1.76s/it]
 37%|███▋      | 7422/19900 [3:43:45<6:01:36,  1.74s/it]
 37%|███▋      | 7423/19900 [3:43:46<5:54:26,  1.70s/it]
 37%|███▋      | 7424/19900 [3:43:48<5:50:12,  1.68s/it]
 37%|███▋      | 7425/19900 [3:43:49<5:45:00,  1.66s/it]
 37%|███▋      | 7426/19900 [3:43:51<5:41:38,  1.64s/it]
 37%|███▋      | 7427/19900 [3:43:53<5:41:26,  1.64s/it]
 37%|███▋      | 7428/19900 [3:43:54<5:33:45,  1.61s/it]
 37%|███▋      | 7429/19900 [3:43:56<5:29:38,  1.59s/it]
 37%|███▋      | 7430/19900 [3:43:57<5:27:10,  1.57s/it]
 37%|███▋      | 7431/19900 [3:43:59<5:20:46,  1.54s/it]
 37%|███▋      | 7432/19900 [3:44:00<5:23:21,  1.56s/it]
 37%|███▋      | 7433/19900 [3:44:02<5:17:29,  1.53s/it]
 37%|███▋      | 7434/19900 [3:44:03<5:12:21,  1.50s/it]
 37%|███▋      | 7435/19900 [3:44:05<5:07:16,  1.48s/it]
 37%|███▋      | 7436/19900 [3:44:06<5:04:39,  1.47s/it]
 37%|███▋      | 7437/19900 [3:44:08<5:00:50,  1.45s/it]
 37%|███▋      | 7438/19900 [3:44:09<4:56:23,  1.43s/it]
 37%|███▋      | 7439/19900 [3:44:10<4:54:21,  1.42s/it]
 37%|███▋      | 7440/19900 [3:44:12<4:49:43,  1.40s/it]
 37%|███▋      | 7441/19900 [3:44:13<4:43:02,  1.36s/it]
 37%|███▋      | 7442/19900 [3:44:14<4:41:15,  1.35s/it]
 37%|███▋      | 7443/19900 [3:44:16<4:38:19,  1.34s/it]
 37%|███▋      | 7444/19900 [3:44:17<4:33:36,  1.32s/it]
 37%|███▋      | 7445/19900 [3:44:18<4:30:08,  1.30s/it]
 37%|███▋      | 7446/19900 [3:44:19<4:25:53,  1.28s/it]
 37%|███▋      | 7447/19900 [3:44:21<4:22:04,  1.26s/it]
 37%|███▋      | 7448/19900 [3:44:22<4:19:30,  1.25s/it]
 37%|███▋      | 7449/19900 [3:44:23<4:18:42,  1.25s/it]
 37%|███▋      | 7450/19900 [3:44:24<4:19:16,  1.25s/it]
 37%|███▋      | 7451/19900 [3:44:26<4:16:17,  1.24s/it]
 37%|███▋      | 7452/19900 [3:44:27<4:12:17,  1.22s/it]
 37%|███▋      | 7453/19900 [3:44:28<4:08:10,  1.20s/it]
 37%|███▋      | 7454/19900 [3:44:29<4:04:48,  1.18s/it]
 37%|███▋      | 7455/19900 [3:44:30<4:01:32,  1.16s/it]
 37%|███▋      | 7456/19900 [3:44:31<3:56:06,  1.14s/it]
 37%|███▋      | 7457/19900 [3:44:32<3:47:51,  1.10s/it]
 37%|███▋      | 7458/19900 [3:44:33<3:42:20,  1.07s/it]
 37%|███▋      | 7459/19900 [3:44:34<3:44:42,  1.08s/it]
 37%|███▋      | 7460/19900 [3:44:35<3:41:20,  1.07s/it]
 37%|███▋      | 7461/19900 [3:44:36<3:33:15,  1.03s/it]
 37%|███▋      | 7462/19900 [3:44:39<5:00:05,  1.45s/it]
 38%|███▊      | 7463/19900 [3:44:41<5:42:32,  1.65s/it]
 38%|███▊      | 7464/19900 [3:44:43<6:03:53,  1.76s/it]
 38%|███▊      | 7465/19900 [3:44:45<6:14:18,  1.81s/it]
 38%|███▊      | 7466/19900 [3:44:47<6:21:31,  1.84s/it]
 38%|███▊      | 7467/19900 [3:44:48<6:17:24,  1.82s/it]
 38%|███▊      | 7468/19900 [3:44:50<6:10:29,  1.79s/it]
 38%|███▊      | 7469/19900 [3:44:52<6:05:17,  1.76s/it]
 38%|███▊      | 7470/19900 [3:44:54<6:03:37,  1.76s/it]
 38%|███▊      | 7471/19900 [3:44:55<6:04:10,  1.76s/it]
 38%|███▊      | 7472/19900 [3:44:57<5:53:22,  1.71s/it]
 38%|███▊      | 7473/19900 [3:44:59<5:46:07,  1.67s/it]
 38%|███▊      | 7474/19900 [3:45:00<5:42:12,  1.65s/it]
 38%|███▊      | 7475/19900 [3:45:02<5:34:39,  1.62s/it]
 38%|███▊      | 7476/19900 [3:45:03<5:29:16,  1.59s/it]
 38%|███▊      | 7477/19900 [3:45:05<5:24:56,  1.57s/it]
 38%|███▊      | 7478/19900 [3:45:06<5:21:29,  1.55s/it]
 38%|███▊      | 7479/19900 [3:45:08<5:19:57,  1.55s/it]
 38%|███▊      | 7480/19900 [3:45:09<5:15:49,  1.53s/it]
 38%|███▊      | 7481/19900 [3:45:11<5:13:43,  1.52s/it]
 38%|███▊      | 7482/19900 [3:45:12<5:09:43,  1.50s/it]
 38%|███▊      | 7483/19900 [3:45:14<5:06:35,  1.48s/it]
 38%|███▊      | 7484/19900 [3:45:15<5:01:54,  1.46s/it]
 38%|███▊      | 7485/19900 [3:45:16<4:59:44,  1.45s/it]
 38%|███▊      | 7486/19900 [3:45:18<4:53:24,  1.42s/it]
 38%|███▊      | 7487/19900 [3:45:19<4:52:30,  1.41s/it]
 38%|███▊      | 7488/19900 [3:45:21<4:47:21,  1.39s/it]
 38%|███▊      | 7489/19900 [3:45:22<4:42:26,  1.37s/it]
 38%|███▊      | 7490/19900 [3:45:23<4:41:28,  1.36s/it]
 38%|███▊      | 7491/19900 [3:45:24<4:35:39,  1.33s/it]
 38%|███▊      | 7492/19900 [3:45:26<4:31:41,  1.31s/it]
 38%|███▊      | 7493/19900 [3:45:27<4:32:08,  1.32s/it]
 38%|███▊      | 7494/19900 [3:45:28<4:27:21,  1.29s/it]
 38%|███▊      | 7495/19900 [3:45:30<4:25:56,  1.29s/it]
 38%|███▊      | 7496/19900 [3:45:31<4:22:10,  1.27s/it]
 38%|███▊      | 7497/19900 [3:45:32<4:18:47,  1.25s/it]
 38%|███▊      | 7498/19900 [3:45:33<4:16:14,  1.24s/it]
 38%|███▊      | 7499/19900 [3:45:34<4:13:54,  1.23s/it]
 38%|███▊      | 7500/19900 [3:45:36<4:10:23,  1.21s/it]
                                                        

 38%|███▊      | 7500/19900 [3:45:36<4:10:23,  1.21s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.9266635179519653, 'eval_wer': 0.964841108857336, 'eval_cer': 0.4329126332557285, 'eval_runtime': 122.7815, 'eval_samples_per_second': 24.092, 'eval_steps_per_second': 3.013, 'epoch': 35.18}
{'loss': 3.1908, 'learning_rate': 5.366061452513966e-05, 'epoch': 35.68}
{'loss': 3.1505, 'learning_rate': 5.324162011173184e-05, 'epoch': 36.18}
{'loss': 3.134, 'learning_rate': 5.2822625698324014e-05, 'epoch': 36.68}
{'loss': 3.101, 'learning_rate': 5.24036312849162e-05, 'epoch': 37.19}
{'loss': 3.1248, 'learning_rate': 5.198882681564245e-05, 'epoch': 37.69}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.90it/s]

  1%|          | 3/370 [00:00<01:03,  5.78it/s]

  1%|          | 4/370 [00:00<01:14,  4.94it/s]

  1%|▏         | 5/370 [00:00<01:17,  4.69it/s]

  2%|▏         | 6/370 [00:01<01:23,  4.38it/s]

  2%|▏         | 7/370 [00:01<01:29,  4.04it/s]

  2%|▏         | 8/370 [00:01<01:25,  4.26it/s]

  2%|▏         | 9/370 [00:02<01:34,  3.80it/s]

  3%|▎         | 10/370 [00:02<01:31,  3.93it/s]

  3%|▎         | 11/370 [00:02<01:30,  3.98it/s]

  3%|▎         | 12/370 [00:02<01:29,  4.01it/s]

  4%|▎         | 13/370 [00:03<01:28,  4.01it/s]

  4%|▍         | 14/370 [00:03<01:31,  3.87it/s]

  4%|▍         | 15/370 [00:03<01:26,  4.13it/s]

  4%|▍         | 16/370 [00:03<01:27,  4.04it/s]

  5%|▍         | 17/370 [00:03<01:21,  4.31it/s]

  5%|▍         | 18/370 [00:04<01:17,  4.56it/s]

  5%|▌         | 19/370 [00:04<01:21,  4.30it/s]

  5%|▌         | 20/370 [00:04<01:24,  4.14it/s]

  6%|▌         | 21/370 [00:04<01:21,  4.29it/s]

  6%|▌         | 22/370 [00:05<01:17,  4.52it/s]

  6%|▌         | 23/370 [00:05<01:16,  4.52it/s]

  6%|▋         | 24/370 [00:05<01:18,  4.40it/s]

  7%|▋         | 25/370 [00:05<01:20,  4.30it/s]

  7%|▋         | 26/370 [00:05<01:16,  4.52it/s]

  7%|▋         | 27/370 [00:06<01:16,  4.51it/s]

  8%|▊         | 28/370 [00:06<01:18,  4.37it/s]

  8%|▊         | 29/370 [00:06<01:22,  4.13it/s]

  8%|▊         | 30/370 [00:07<01:27,  3.87it/s]

  8%|▊         | 31/370 [00:07<01:28,  3.81it/s]

  9%|▊         | 32/370 [00:07<01:25,  3.97it/s]

  9%|▉         | 33/370 [00:07<01:23,  4.06it/s]

  9%|▉         | 34/370 [00:07<01:21,  4.13it/s]

  9%|▉         | 35/370 [00:08<01:25,  3.93it/s]

 10%|▉         | 36/370 [00:08<01:24,  3.96it/s]

 10%|█         | 37/370 [00:08<01:19,  4.17it/s]

 10%|█         | 38/370 [00:08<01:19,  4.20it/s]

 11%|█         | 39/370 [00:09<01:15,  4.36it/s]

 11%|█         | 40/370 [00:09<01:29,  3.67it/s]

 11%|█         | 41/370 [00:09<01:23,  3.96it/s]

 11%|█▏        | 42/370 [00:10<01:23,  3.92it/s]

 12%|█▏        | 43/370 [00:10<01:22,  3.95it/s]

 12%|█▏        | 44/370 [00:10<01:19,  4.08it/s]

 12%|█▏        | 45/370 [00:10<01:23,  3.89it/s]

 12%|█▏        | 46/370 [00:10<01:18,  4.13it/s]

 13%|█▎        | 47/370 [00:11<01:23,  3.89it/s]

 13%|█▎        | 48/370 [00:11<01:23,  3.87it/s]

 13%|█▎        | 49/370 [00:11<01:20,  3.98it/s]

 14%|█▎        | 50/370 [00:11<01:16,  4.17it/s]

 14%|█▍        | 51/370 [00:12<01:17,  4.10it/s]

 14%|█▍        | 52/370 [00:12<01:10,  4.48it/s]

 14%|█▍        | 53/370 [00:12<01:12,  4.39it/s]

 15%|█▍        | 54/370 [00:12<01:08,  4.62it/s]

 15%|█▍        | 55/370 [00:13<01:11,  4.40it/s]

 15%|█▌        | 56/370 [00:13<01:11,  4.41it/s]

 15%|█▌        | 57/370 [00:13<01:04,  4.85it/s]

 16%|█▌        | 58/370 [00:13<01:10,  4.43it/s]

 16%|█▌        | 59/370 [00:13<01:08,  4.54it/s]

 16%|█▌        | 60/370 [00:14<01:04,  4.79it/s]

 16%|█▋        | 61/370 [00:14<01:04,  4.79it/s]

 17%|█▋        | 62/370 [00:14<01:05,  4.67it/s]

 17%|█▋        | 63/370 [00:14<01:01,  5.00it/s]

 17%|█▋        | 64/370 [00:14<01:00,  5.09it/s]

 18%|█▊        | 65/370 [00:15<01:02,  4.90it/s]

 18%|█▊        | 66/370 [00:15<01:02,  4.90it/s]

 18%|█▊        | 67/370 [00:15<01:04,  4.68it/s]

 18%|█▊        | 68/370 [00:15<01:08,  4.38it/s]

 19%|█▊        | 69/370 [00:16<01:03,  4.71it/s]

 19%|█▉        | 70/370 [00:16<01:02,  4.77it/s]

 19%|█▉        | 71/370 [00:16<01:07,  4.40it/s]

 19%|█▉        | 72/370 [00:16<01:03,  4.73it/s]

 20%|█▉        | 73/370 [00:16<01:03,  4.64it/s]

 20%|██        | 74/370 [00:17<01:06,  4.42it/s]

 20%|██        | 75/370 [00:17<01:09,  4.27it/s]

 21%|██        | 76/370 [00:17<01:04,  4.54it/s]

 21%|██        | 77/370 [00:17<01:02,  4.72it/s]

 21%|██        | 78/370 [00:18<01:03,  4.58it/s]

 21%|██▏       | 79/370 [00:18<01:03,  4.57it/s]

 22%|██▏       | 80/370 [00:18<01:04,  4.50it/s]

 22%|██▏       | 81/370 [00:18<01:02,  4.61it/s]

 22%|██▏       | 82/370 [00:18<01:02,  4.62it/s]

 22%|██▏       | 83/370 [00:19<01:03,  4.53it/s]

 23%|██▎       | 84/370 [00:19<01:04,  4.41it/s]

 23%|██▎       | 85/370 [00:19<01:02,  4.59it/s]

 23%|██▎       | 86/370 [00:19<01:01,  4.63it/s]

 24%|██▎       | 87/370 [00:19<00:59,  4.76it/s]

 24%|██▍       | 88/370 [00:20<01:02,  4.52it/s]

 24%|██▍       | 89/370 [00:20<01:05,  4.32it/s]

 24%|██▍       | 90/370 [00:20<01:02,  4.47it/s]

 25%|██▍       | 91/370 [00:20<01:08,  4.08it/s]

 25%|██▍       | 92/370 [00:21<01:07,  4.10it/s]

 25%|██▌       | 93/370 [00:21<01:09,  3.98it/s]

 25%|██▌       | 94/370 [00:21<01:11,  3.88it/s]

 26%|██▌       | 95/370 [00:22<01:13,  3.76it/s]

 26%|██▌       | 96/370 [00:22<01:12,  3.80it/s]

 26%|██▌       | 97/370 [00:22<01:08,  4.01it/s]

 26%|██▋       | 98/370 [00:22<01:06,  4.07it/s]

 27%|██▋       | 99/370 [00:22<01:06,  4.05it/s]

 27%|██▋       | 100/370 [00:23<01:04,  4.19it/s]

 27%|██▋       | 101/370 [00:23<01:03,  4.22it/s]

 28%|██▊       | 102/370 [00:23<01:01,  4.39it/s]

 28%|██▊       | 103/370 [00:23<00:57,  4.62it/s]

 28%|██▊       | 104/370 [00:24<01:04,  4.16it/s]

 28%|██▊       | 105/370 [00:24<01:02,  4.24it/s]

 29%|██▊       | 106/370 [00:24<01:04,  4.10it/s]

 29%|██▉       | 107/370 [00:24<01:02,  4.18it/s]

 29%|██▉       | 108/370 [00:25<01:01,  4.29it/s]

 29%|██▉       | 109/370 [00:25<01:03,  4.10it/s]

 30%|██▉       | 110/370 [00:25<01:01,  4.22it/s]

 30%|███       | 111/370 [00:25<00:59,  4.33it/s]

 30%|███       | 112/370 [00:26<01:01,  4.23it/s]

 31%|███       | 113/370 [00:26<01:00,  4.24it/s]

 31%|███       | 114/370 [00:26<00:59,  4.31it/s]

 31%|███       | 115/370 [00:26<01:02,  4.07it/s]

 31%|███▏      | 116/370 [00:27<01:05,  3.88it/s]

 32%|███▏      | 117/370 [00:27<01:08,  3.71it/s]

 32%|███▏      | 118/370 [00:27<01:07,  3.74it/s]

 32%|███▏      | 119/370 [00:27<01:05,  3.82it/s]

 32%|███▏      | 120/370 [00:28<01:03,  3.92it/s]

 33%|███▎      | 121/370 [00:28<01:04,  3.87it/s]

 33%|███▎      | 122/370 [00:28<01:02,  3.96it/s]

 33%|███▎      | 123/370 [00:28<01:00,  4.08it/s]

 34%|███▎      | 124/370 [00:29<00:55,  4.47it/s]

 34%|███▍      | 125/370 [00:29<00:58,  4.19it/s]

 34%|███▍      | 126/370 [00:29<01:05,  3.70it/s]

 34%|███▍      | 127/370 [00:29<01:04,  3.79it/s]

 35%|███▍      | 128/370 [00:30<01:02,  3.90it/s]

 35%|███▍      | 129/370 [00:30<01:04,  3.73it/s]

 35%|███▌      | 130/370 [00:30<01:04,  3.75it/s]

 35%|███▌      | 131/370 [00:30<01:04,  3.68it/s]

 36%|███▌      | 132/370 [00:31<00:59,  4.02it/s]

 36%|███▌      | 133/370 [00:31<00:57,  4.15it/s]

 36%|███▌      | 134/370 [00:31<00:56,  4.19it/s]

 36%|███▋      | 135/370 [00:31<00:55,  4.20it/s]

 37%|███▋      | 136/370 [00:32<00:54,  4.28it/s]

 37%|███▋      | 137/370 [00:32<00:54,  4.26it/s]

 37%|███▋      | 138/370 [00:32<00:54,  4.27it/s]

 38%|███▊      | 139/370 [00:32<00:52,  4.41it/s]

 38%|███▊      | 140/370 [00:32<00:51,  4.51it/s]

 38%|███▊      | 141/370 [00:33<00:54,  4.23it/s]

 38%|███▊      | 142/370 [00:33<00:55,  4.10it/s]

 39%|███▊      | 143/370 [00:33<00:54,  4.19it/s]

 39%|███▉      | 144/370 [00:33<00:55,  4.08it/s]

 39%|███▉      | 145/370 [00:34<00:58,  3.84it/s]

 39%|███▉      | 146/370 [00:34<00:55,  4.04it/s]

 40%|███▉      | 147/370 [00:34<00:54,  4.11it/s]

 40%|████      | 148/370 [00:34<00:55,  3.99it/s]

 40%|████      | 149/370 [00:35<00:53,  4.13it/s]

 41%|████      | 150/370 [00:35<00:49,  4.48it/s]

 41%|████      | 151/370 [00:35<00:46,  4.67it/s]

 41%|████      | 152/370 [00:35<00:47,  4.57it/s]

 41%|████▏     | 153/370 [00:36<00:48,  4.47it/s]

 42%|████▏     | 154/370 [00:36<00:49,  4.40it/s]

 42%|████▏     | 155/370 [00:36<00:47,  4.50it/s]

 42%|████▏     | 156/370 [00:36<00:49,  4.31it/s]

 42%|████▏     | 157/370 [00:36<00:50,  4.25it/s]

 43%|████▎     | 158/370 [00:37<00:49,  4.26it/s]

 43%|████▎     | 159/370 [00:37<00:46,  4.49it/s]

 43%|████▎     | 160/370 [00:37<00:47,  4.40it/s]

 44%|████▎     | 161/370 [00:37<00:48,  4.35it/s]

 44%|████▍     | 162/370 [00:38<00:48,  4.26it/s]

 44%|████▍     | 163/370 [00:38<00:46,  4.44it/s]

 44%|████▍     | 164/370 [00:38<00:46,  4.44it/s]

 45%|████▍     | 165/370 [00:38<00:48,  4.22it/s]

 45%|████▍     | 166/370 [00:39<00:48,  4.18it/s]

 45%|████▌     | 167/370 [00:39<00:48,  4.20it/s]

 45%|████▌     | 168/370 [00:39<00:47,  4.29it/s]

 46%|████▌     | 169/370 [00:39<00:46,  4.35it/s]

 46%|████▌     | 170/370 [00:40<00:49,  4.08it/s]

 46%|████▌     | 171/370 [00:40<00:49,  3.98it/s]

 46%|████▋     | 172/370 [00:40<00:45,  4.35it/s]

 47%|████▋     | 173/370 [00:40<00:40,  4.81it/s]

 47%|████▋     | 174/370 [00:40<00:43,  4.55it/s]

 47%|████▋     | 175/370 [00:41<00:42,  4.64it/s]

 48%|████▊     | 176/370 [00:41<00:40,  4.75it/s]

 48%|████▊     | 177/370 [00:41<00:44,  4.36it/s]

 48%|████▊     | 178/370 [00:41<00:42,  4.55it/s]

 48%|████▊     | 179/370 [00:41<00:42,  4.48it/s]

 49%|████▊     | 180/370 [00:42<00:41,  4.58it/s]

 49%|████▉     | 181/370 [00:42<00:43,  4.37it/s]

 49%|████▉     | 182/370 [00:42<00:42,  4.39it/s]

 49%|████▉     | 183/370 [00:42<00:46,  4.05it/s]

 50%|████▉     | 184/370 [00:43<00:45,  4.07it/s]

 50%|█████     | 185/370 [00:43<00:43,  4.23it/s]

 50%|█████     | 186/370 [00:43<00:43,  4.23it/s]

 51%|█████     | 187/370 [00:43<00:43,  4.17it/s]

 51%|█████     | 188/370 [00:44<00:43,  4.16it/s]

 51%|█████     | 189/370 [00:44<00:45,  4.02it/s]

 51%|█████▏    | 190/370 [00:44<00:43,  4.17it/s]

 52%|█████▏    | 191/370 [00:44<00:41,  4.35it/s]

 52%|█████▏    | 192/370 [00:45<00:42,  4.19it/s]

 52%|█████▏    | 193/370 [00:45<00:43,  4.09it/s]

 52%|█████▏    | 194/370 [00:45<00:39,  4.43it/s]

 53%|█████▎    | 195/370 [00:45<00:40,  4.28it/s]

 53%|█████▎    | 196/370 [00:46<00:41,  4.19it/s]

 53%|█████▎    | 197/370 [00:46<00:40,  4.29it/s]

 54%|█████▎    | 198/370 [00:46<00:40,  4.23it/s]

 54%|█████▍    | 199/370 [00:46<00:39,  4.33it/s]

 54%|█████▍    | 200/370 [00:47<00:41,  4.07it/s]

 54%|█████▍    | 201/370 [00:47<00:41,  4.11it/s]

 55%|█████▍    | 202/370 [00:47<00:41,  4.08it/s]

 55%|█████▍    | 203/370 [00:47<00:40,  4.16it/s]

 55%|█████▌    | 204/370 [00:48<00:43,  3.84it/s]

 55%|█████▌    | 205/370 [00:48<00:40,  4.08it/s]

 56%|█████▌    | 206/370 [00:48<00:43,  3.80it/s]

 56%|█████▌    | 207/370 [00:48<00:42,  3.85it/s]

 56%|█████▌    | 208/370 [00:49<00:43,  3.73it/s]

 56%|█████▋    | 209/370 [00:49<00:41,  3.85it/s]

 57%|█████▋    | 210/370 [00:49<00:43,  3.70it/s]

 57%|█████▋    | 211/370 [00:49<00:44,  3.59it/s]

 57%|█████▋    | 212/370 [00:50<00:42,  3.70it/s]

 58%|█████▊    | 213/370 [00:50<00:43,  3.64it/s]

 58%|█████▊    | 214/370 [00:50<00:40,  3.86it/s]

 58%|█████▊    | 215/370 [00:50<00:40,  3.87it/s]

 58%|█████▊    | 216/370 [00:51<00:38,  4.00it/s]

 59%|█████▊    | 217/370 [00:51<00:37,  4.04it/s]

 59%|█████▉    | 218/370 [00:51<00:38,  3.95it/s]

 59%|█████▉    | 219/370 [00:51<00:38,  3.92it/s]

 59%|█████▉    | 220/370 [00:52<00:37,  3.97it/s]

 60%|█████▉    | 221/370 [00:52<00:39,  3.77it/s]

 60%|██████    | 222/370 [00:52<00:38,  3.79it/s]

 60%|██████    | 223/370 [00:53<00:40,  3.64it/s]

 61%|██████    | 224/370 [00:53<00:43,  3.39it/s]

 61%|██████    | 225/370 [00:53<00:44,  3.25it/s]

 61%|██████    | 226/370 [00:53<00:41,  3.43it/s]

 61%|██████▏   | 227/370 [00:54<00:41,  3.42it/s]

 62%|██████▏   | 228/370 [00:54<00:41,  3.45it/s]

 62%|██████▏   | 229/370 [00:54<00:40,  3.46it/s]

 62%|██████▏   | 230/370 [00:55<00:40,  3.47it/s]

 62%|██████▏   | 231/370 [00:55<00:38,  3.60it/s]

 63%|██████▎   | 232/370 [00:55<00:39,  3.48it/s]

 63%|██████▎   | 233/370 [00:55<00:39,  3.43it/s]

 63%|██████▎   | 234/370 [00:56<00:38,  3.55it/s]

 64%|██████▎   | 235/370 [00:56<00:36,  3.66it/s]

 64%|██████▍   | 236/370 [00:56<00:35,  3.82it/s]

 64%|██████▍   | 237/370 [00:57<00:35,  3.79it/s]

 64%|██████▍   | 238/370 [00:57<00:34,  3.81it/s]

 65%|██████▍   | 239/370 [00:57<00:34,  3.83it/s]

 65%|██████▍   | 240/370 [00:57<00:35,  3.68it/s]

 65%|██████▌   | 241/370 [00:58<00:35,  3.64it/s]

 65%|██████▌   | 242/370 [00:58<00:34,  3.72it/s]

 66%|██████▌   | 243/370 [00:58<00:36,  3.44it/s]

 66%|██████▌   | 244/370 [00:59<00:38,  3.24it/s]

 66%|██████▌   | 245/370 [00:59<00:36,  3.41it/s]

 66%|██████▋   | 246/370 [00:59<00:34,  3.57it/s]

 67%|██████▋   | 247/370 [00:59<00:31,  3.92it/s]

 67%|██████▋   | 248/370 [00:59<00:29,  4.11it/s]

 67%|██████▋   | 249/370 [01:00<00:29,  4.07it/s]

 68%|██████▊   | 250/370 [01:00<00:30,  3.89it/s]

 68%|██████▊   | 251/370 [01:00<00:30,  3.95it/s]

 68%|██████▊   | 252/370 [01:01<00:33,  3.56it/s]

 68%|██████▊   | 253/370 [01:01<00:33,  3.54it/s]

 69%|██████▊   | 254/370 [01:01<00:32,  3.56it/s]

 69%|██████▉   | 255/370 [01:01<00:32,  3.58it/s]

 69%|██████▉   | 256/370 [01:02<00:32,  3.48it/s]

 69%|██████▉   | 257/370 [01:02<00:33,  3.38it/s]

 70%|██████▉   | 258/370 [01:02<00:32,  3.41it/s]

 70%|███████   | 259/370 [01:03<00:32,  3.47it/s]

 70%|███████   | 260/370 [01:03<00:29,  3.68it/s]

 71%|███████   | 261/370 [01:03<00:30,  3.60it/s]

 71%|███████   | 262/370 [01:03<00:30,  3.59it/s]

 71%|███████   | 263/370 [01:04<00:30,  3.46it/s]

 71%|███████▏  | 264/370 [01:04<00:32,  3.27it/s]

 72%|███████▏  | 265/370 [01:04<00:30,  3.39it/s]

 72%|███████▏  | 266/370 [01:05<00:33,  3.10it/s]

 72%|███████▏  | 267/370 [01:05<00:34,  3.03it/s]

 72%|███████▏  | 268/370 [01:05<00:32,  3.13it/s]

 73%|███████▎  | 269/370 [01:06<00:32,  3.10it/s]

 73%|███████▎  | 270/370 [01:06<00:32,  3.12it/s]

 73%|███████▎  | 271/370 [01:06<00:31,  3.11it/s]

 74%|███████▎  | 272/370 [01:07<00:29,  3.32it/s]

 74%|███████▍  | 273/370 [01:07<00:29,  3.30it/s]

 74%|███████▍  | 274/370 [01:07<00:28,  3.40it/s]

 74%|███████▍  | 275/370 [01:07<00:27,  3.43it/s]

 75%|███████▍  | 276/370 [01:08<00:27,  3.46it/s]

 75%|███████▍  | 277/370 [01:08<00:27,  3.34it/s]

 75%|███████▌  | 278/370 [01:08<00:28,  3.27it/s]

 75%|███████▌  | 279/370 [01:09<00:27,  3.26it/s]

 76%|███████▌  | 280/370 [01:09<00:27,  3.22it/s]

 76%|███████▌  | 281/370 [01:09<00:26,  3.33it/s]

 76%|███████▌  | 282/370 [01:10<00:25,  3.39it/s]

 76%|███████▋  | 283/370 [01:10<00:26,  3.35it/s]

 77%|███████▋  | 284/370 [01:10<00:26,  3.30it/s]

 77%|███████▋  | 285/370 [01:11<00:28,  2.99it/s]

 77%|███████▋  | 286/370 [01:11<00:27,  3.00it/s]

 78%|███████▊  | 287/370 [01:11<00:26,  3.11it/s]

 78%|███████▊  | 288/370 [01:12<00:25,  3.21it/s]

 78%|███████▊  | 289/370 [01:12<00:23,  3.45it/s]

 78%|███████▊  | 290/370 [01:12<00:24,  3.32it/s]

 79%|███████▊  | 291/370 [01:12<00:23,  3.31it/s]

 79%|███████▉  | 292/370 [01:13<00:22,  3.43it/s]

 79%|███████▉  | 293/370 [01:13<00:22,  3.37it/s]

 79%|███████▉  | 294/370 [01:13<00:22,  3.45it/s]

 80%|███████▉  | 295/370 [01:14<00:21,  3.55it/s]

 80%|████████  | 296/370 [01:14<00:20,  3.54it/s]

 80%|████████  | 297/370 [01:14<00:21,  3.41it/s]

 81%|████████  | 298/370 [01:14<00:23,  3.12it/s]

 81%|████████  | 299/370 [01:15<00:22,  3.21it/s]

 81%|████████  | 300/370 [01:15<00:21,  3.24it/s]

 81%|████████▏ | 301/370 [01:15<00:21,  3.18it/s]

 82%|████████▏ | 302/370 [01:16<00:20,  3.33it/s]

 82%|████████▏ | 303/370 [01:16<00:20,  3.32it/s]

 82%|████████▏ | 304/370 [01:16<00:19,  3.36it/s]

 82%|████████▏ | 305/370 [01:17<00:19,  3.26it/s]

 83%|████████▎ | 306/370 [01:17<00:19,  3.28it/s]

 83%|████████▎ | 307/370 [01:17<00:18,  3.37it/s]

 83%|████████▎ | 308/370 [01:17<00:18,  3.44it/s]

 84%|████████▎ | 309/370 [01:18<00:17,  3.43it/s]

 84%|████████▍ | 310/370 [01:18<00:18,  3.29it/s]

 84%|████████▍ | 311/370 [01:18<00:17,  3.29it/s]

 84%|████████▍ | 312/370 [01:19<00:17,  3.30it/s]

 85%|████████▍ | 313/370 [01:19<00:16,  3.37it/s]

 85%|████████▍ | 314/370 [01:19<00:16,  3.46it/s]

 85%|████████▌ | 315/370 [01:20<00:15,  3.57it/s]

 85%|████████▌ | 316/370 [01:20<00:15,  3.54it/s]

 86%|████████▌ | 317/370 [01:20<00:15,  3.45it/s]

 86%|████████▌ | 318/370 [01:20<00:15,  3.31it/s]

 86%|████████▌ | 319/370 [01:21<00:15,  3.38it/s]

 86%|████████▋ | 320/370 [01:21<00:15,  3.26it/s]

 87%|████████▋ | 321/370 [01:21<00:14,  3.36it/s]

 87%|████████▋ | 322/370 [01:22<00:14,  3.42it/s]

 87%|████████▋ | 323/370 [01:22<00:13,  3.45it/s]

 88%|████████▊ | 324/370 [01:22<00:12,  3.59it/s]

 88%|████████▊ | 325/370 [01:22<00:13,  3.39it/s]

 88%|████████▊ | 326/370 [01:23<00:13,  3.36it/s]

 88%|████████▊ | 327/370 [01:23<00:12,  3.33it/s]

 89%|████████▊ | 328/370 [01:23<00:11,  3.58it/s]

 89%|████████▉ | 329/370 [01:24<00:11,  3.66it/s]

 89%|████████▉ | 330/370 [01:24<00:11,  3.49it/s]

 89%|████████▉ | 331/370 [01:24<00:11,  3.45it/s]

 90%|████████▉ | 332/370 [01:24<00:10,  3.53it/s]

 90%|█████████ | 333/370 [01:25<00:10,  3.61it/s]

 90%|█████████ | 334/370 [01:25<00:10,  3.55it/s]

 91%|█████████ | 335/370 [01:25<00:09,  3.65it/s]

 91%|█████████ | 336/370 [01:26<00:09,  3.67it/s]

 91%|█████████ | 337/370 [01:26<00:09,  3.57it/s]

 91%|█████████▏| 338/370 [01:26<00:09,  3.46it/s]

 92%|█████████▏| 339/370 [01:26<00:08,  3.50it/s]

 92%|█████████▏| 340/370 [01:27<00:08,  3.38it/s]

 92%|█████████▏| 341/370 [01:27<00:08,  3.46it/s]

 92%|█████████▏| 342/370 [01:27<00:07,  3.57it/s]

 93%|█████████▎| 343/370 [01:28<00:07,  3.71it/s]

 93%|█████████▎| 344/370 [01:28<00:07,  3.43it/s]

 93%|█████████▎| 345/370 [01:28<00:07,  3.19it/s]

 94%|█████████▎| 346/370 [01:29<00:07,  3.11it/s]

 94%|█████████▍| 347/370 [01:29<00:07,  3.15it/s]

 94%|█████████▍| 348/370 [01:29<00:06,  3.33it/s]

 94%|█████████▍| 349/370 [01:29<00:06,  3.28it/s]

 95%|█████████▍| 350/370 [01:30<00:05,  3.41it/s]

 95%|█████████▍| 351/370 [01:30<00:05,  3.26it/s]

 95%|█████████▌| 352/370 [01:30<00:05,  3.14it/s]

 95%|█████████▌| 353/370 [01:31<00:05,  3.23it/s]

 96%|█████████▌| 354/370 [01:31<00:04,  3.21it/s]

 96%|█████████▌| 355/370 [01:31<00:04,  3.40it/s]

 96%|█████████▌| 356/370 [01:32<00:03,  3.55it/s]

 96%|█████████▋| 357/370 [01:32<00:03,  3.67it/s]

 97%|█████████▋| 358/370 [01:32<00:03,  3.88it/s]

 97%|█████████▋| 359/370 [01:32<00:02,  3.91it/s]

 97%|█████████▋| 360/370 [01:33<00:02,  3.76it/s]

 98%|█████████▊| 361/370 [01:33<00:02,  3.79it/s]

 98%|█████████▊| 362/370 [01:33<00:02,  3.82it/s]

 98%|█████████▊| 363/370 [01:33<00:01,  4.16it/s]

 98%|█████████▊| 364/370 [01:34<00:01,  3.84it/s]

 99%|█████████▊| 365/370 [01:34<00:01,  4.01it/s]

 99%|█████████▉| 366/370 [01:34<00:01,  3.97it/s]

 99%|█████████▉| 367/370 [01:34<00:00,  4.00it/s]

 99%|█████████▉| 368/370 [01:35<00:00,  4.03it/s]

100%|█████████▉| 369/370 [01:35<00:00,  3.95it/s]

100%|██████████| 370/370 [01:35<00:00,  4.20it/s]
                                                        

                                                 

 38%|███▊      | 7500/19900 [3:47:38<4:10:23,  1.21s/it]

100%|██████████| 370/370 [02:02<00:00,  4.20it/s]

                                                 Saving model checkpoint to ./checkpoint-7500
Configuration saved in ./checkpoint-7500/config.json
Model weights saved in ./checkpoint-7500/pytorch_model.bin
Configuration saved in ./checkpoint-7500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-6000] due to args.save_total_limit

 38%|███▊      | 7501/19900 [3:48:58<211:53:02, 61.52s/it]
 38%|███▊      | 7502/19900 [3:48:59<149:29:02, 43.41s/it]
 38%|███▊      | 7503/19900 [3:49:00<105:46:43, 30.72s/it]
 38%|███▊      | 7504/19900 [3:49:01<75:09:29, 21.83s/it] 
 38%|███▊      | 7505/19900 [3:49:02<53:47:09, 15.62s/it]
 38%|███▊      | 7506/19900 [3:49:03<38:42:06, 11.24s/it]
 38%|███▊      | 7507/19900 [3:49:04<28:12:05,  8.19s/it]
 38%|███▊      | 7508/19900 [3:49:05<20:48:19,  6.04s/it]
 38%|███▊      | 7509/19900 [3:49:07<15:39:20,  4.55s/it]
 38%|███▊      | 7510/19900 [3:49:07<11:52:44,  3.45s/it]
 38%|███▊      | 7511/19900 [3:49:10<10:53:04,  3.16s/it]
 38%|███▊      | 7512/19900 [3:49:12<9:55:02,  2.88s/it] 
 38%|███▊      | 7513/19900 [3:49:14<9:01:59,  2.63s/it]
 38%|███▊      | 7514/19900 [3:49:16<8:20:20,  2.42s/it]
 38%|███▊      | 7515/19900 [3:49:18<7:47:21,  2.26s/it]
 38%|███▊      | 7516/19900 [3:49:20<7:18:41,  2.13s/it]
 38%|███▊      | 7517/19900 [3:49:22<6:58:34,  2.03s/it]
 38%|███▊      | 7518/19900 [3:49:23<6:40:32,  1.94s/it]
 38%|███▊      | 7519/19900 [3:49:25<6:23:37,  1.86s/it]
 38%|███▊      | 7520/19900 [3:49:27<6:11:08,  1.80s/it]
 38%|███▊      | 7521/19900 [3:49:28<6:01:51,  1.75s/it]
 38%|███▊      | 7522/19900 [3:49:30<5:58:16,  1.74s/it]
 38%|███▊      | 7523/19900 [3:49:32<5:50:46,  1.70s/it]
 38%|███▊      | 7524/19900 [3:49:33<5:50:32,  1.70s/it]
 38%|███▊      | 7525/19900 [3:49:35<5:43:26,  1.67s/it]
 38%|███▊      | 7526/19900 [3:49:36<5:34:40,  1.62s/it]
 38%|███▊      | 7527/19900 [3:49:38<5:32:56,  1.61s/it]
 38%|███▊      | 7528/19900 [3:49:40<5:26:19,  1.58s/it]
 38%|███▊      | 7529/19900 [3:49:41<5:27:25,  1.59s/it]
 38%|███▊      | 7530/19900 [3:49:43<5:18:01,  1.54s/it]
 38%|███▊      | 7531/19900 [3:49:44<5:14:50,  1.53s/it]
 38%|███▊      | 7532/19900 [3:49:45<5:08:39,  1.50s/it]
 38%|███▊      | 7533/19900 [3:49:47<5:02:26,  1.47s/it]
 38%|███▊      | 7534/19900 [3:49:48<4:58:10,  1.45s/it]
 38%|███▊      | 7535/19900 [3:49:50<4:56:34,  1.44s/it]
 38%|███▊      | 7536/19900 [3:49:51<4:55:30,  1.43s/it]
 38%|███▊      | 7537/19900 [3:49:52<4:50:03,  1.41s/it]
 38%|███▊      | 7538/19900 [3:49:54<4:47:59,  1.40s/it]
 38%|███▊      | 7539/19900 [3:49:55<4:44:37,  1.38s/it]
 38%|███▊      | 7540/19900 [3:49:56<4:38:49,  1.35s/it]
 38%|███▊      | 7541/19900 [3:49:58<4:34:24,  1.33s/it]
 38%|███▊      | 7542/19900 [3:49:59<4:33:47,  1.33s/it]
 38%|███▊      | 7543/19900 [3:50:00<4:30:48,  1.31s/it]
 38%|███▊      | 7544/19900 [3:50:02<4:25:39,  1.29s/it]
 38%|███▊      | 7545/19900 [3:50:03<4:24:00,  1.28s/it]
 38%|███▊      | 7546/19900 [3:50:04<4:23:30,  1.28s/it]
 38%|███▊      | 7547/19900 [3:50:05<4:21:47,  1.27s/it]
 38%|███▊      | 7548/19900 [3:50:07<4:19:52,  1.26s/it]
 38%|███▊      | 7549/19900 [3:50:08<4:17:41,  1.25s/it]
 38%|███▊      | 7550/19900 [3:50:09<4:10:32,  1.22s/it]
 38%|███▊      | 7551/19900 [3:50:10<4:04:31,  1.19s/it]
 38%|███▊      | 7552/19900 [3:50:11<3:57:09,  1.15s/it]
 38%|███▊      | 7553/19900 [3:50:12<3:52:26,  1.13s/it]
 38%|███▊      | 7554/19900 [3:50:13<3:48:21,  1.11s/it]
 38%|███▊      | 7555/19900 [3:50:14<3:43:15,  1.09s/it]
 38%|███▊      | 7556/19900 [3:50:15<3:37:14,  1.06s/it]
 38%|███▊      | 7557/19900 [3:50:16<3:32:25,  1.03s/it]
 38%|███▊      | 7558/19900 [3:50:17<3:27:55,  1.01s/it]
 38%|███▊      | 7559/19900 [3:50:18<3:19:17,  1.03it/s]
 38%|███▊      | 7560/19900 [3:50:20<4:15:14,  1.24s/it]
 38%|███▊      | 7561/19900 [3:50:21<4:28:36,  1.31s/it]
 38%|███▊      | 7562/19900 [3:50:23<4:31:08,  1.32s/it]
 38%|███▊      | 7563/19900 [3:50:26<6:12:35,  1.81s/it]
 38%|███▊      | 7564/19900 [3:50:28<6:37:08,  1.93s/it]
 38%|███▊      | 7565/19900 [3:50:30<6:46:50,  1.98s/it]
 38%|███▊      | 7566/19900 [3:50:32<6:46:58,  1.98s/it]
 38%|███▊      | 7567/19900 [3:50:34<6:41:48,  1.95s/it]
 38%|███▊      | 7568/19900 [3:50:36<6:32:59,  1.91s/it]
 38%|███▊      | 7569/19900 [3:50:38<6:22:01,  1.86s/it]
 38%|███▊      | 7570/19900 [3:50:39<6:11:32,  1.81s/it]
 38%|███▊      | 7571/19900 [3:50:41<6:01:37,  1.76s/it]
 38%|███▊      | 7572/19900 [3:50:42<5:54:39,  1.73s/it]
 38%|███▊      | 7573/19900 [3:50:44<5:48:10,  1.69s/it]
 38%|███▊      | 7574/19900 [3:50:46<5:41:07,  1.66s/it]
 38%|███▊      | 7575/19900 [3:50:47<5:34:21,  1.63s/it]
 38%|███▊      | 7576/19900 [3:50:49<5:32:19,  1.62s/it]
 38%|███▊      | 7577/19900 [3:50:50<5:29:06,  1.60s/it]
 38%|███▊      | 7578/19900 [3:50:52<5:24:32,  1.58s/it]
 38%|███▊      | 7579/19900 [3:50:53<5:20:13,  1.56s/it]
 38%|███▊      | 7580/19900 [3:50:55<5:17:09,  1.54s/it]
 38%|███▊      | 7581/19900 [3:50:56<5:15:51,  1.54s/it]
 38%|███▊      | 7582/19900 [3:50:58<5:14:16,  1.53s/it]
 38%|███▊      | 7583/19900 [3:50:59<5:10:00,  1.51s/it]
 38%|███▊      | 7584/19900 [3:51:01<5:06:14,  1.49s/it]
 38%|███▊      | 7585/19900 [3:51:02<5:03:14,  1.48s/it]
 38%|███▊      | 7586/19900 [3:51:04<4:58:53,  1.46s/it]
 38%|███▊      | 7587/19900 [3:51:05<4:57:49,  1.45s/it]
 38%|███▊      | 7588/19900 [3:51:07<4:56:01,  1.44s/it]
 38%|███▊      | 7589/19900 [3:51:08<4:43:47,  1.38s/it]
 38%|███▊      | 7590/19900 [3:51:09<4:37:27,  1.35s/it]
 38%|███▊      | 7591/19900 [3:51:11<4:39:17,  1.36s/it]
 38%|███▊      | 7592/19900 [3:51:12<4:34:20,  1.34s/it]
 38%|███▊      | 7593/19900 [3:51:13<4:33:27,  1.33s/it]
 38%|███▊      | 7594/19900 [3:51:14<4:28:18,  1.31s/it]
 38%|███▊      | 7595/19900 [3:51:16<4:23:00,  1.28s/it]
 38%|███▊      | 7596/19900 [3:51:17<4:22:27,  1.28s/it]
 38%|███▊      | 7597/19900 [3:51:18<4:22:11,  1.28s/it]
 38%|███▊      | 7598/19900 [3:51:19<4:17:05,  1.25s/it]
 38%|███▊      | 7599/19900 [3:51:21<4:12:45,  1.23s/it]
 38%|███▊      | 7600/19900 [3:51:22<4:09:15,  1.22s/it]
                                                        

 38%|███▊      | 7600/19900 [3:51:22<4:09:15,  1.22s/it]
 38%|███▊      | 7601/19900 [3:51:23<4:08:27,  1.21s/it]
 38%|███▊      | 7602/19900 [3:51:24<4:05:53,  1.20s/it]
 38%|███▊      | 7603/19900 [3:51:25<4:01:53,  1.18s/it]
 38%|███▊      | 7604/19900 [3:51:26<3:57:09,  1.16s/it]
 38%|███▊      | 7605/19900 [3:51:27<3:54:11,  1.14s/it]
 38%|███▊      | 7606/19900 [3:51:29<3:52:13,  1.13s/it]
 38%|███▊      | 7607/19900 [3:51:30<3:46:44,  1.11s/it]
 38%|███▊      | 7608/19900 [3:51:31<3:42:56,  1.09s/it]
 38%|███▊      | 7609/19900 [3:51:32<3:37:28,  1.06s/it]
 38%|███▊      | 7610/19900 [3:51:33<3:31:56,  1.03s/it]
 38%|███▊      | 7611/19900 [3:51:34<3:23:54,  1.00it/s]
 38%|███▊      | 7612/19900 [3:51:36<4:48:59,  1.41s/it]
 38%|███▊      | 7613/19900 [3:51:38<5:39:05,  1.66s/it]
 38%|███▊      | 7614/19900 [3:51:40<5:59:26,  1.76s/it]
 38%|███▊      | 7615/19900 [3:51:42<6:10:35,  1.81s/it]
 38%|███▊      | 7616/19900 [3:51:44<6:13:00,  1.82s/it]
 38%|███▊      | 7617/19900 [3:51:46<6:11:10,  1.81s/it]
 38%|███▊      | 7618/19900 [3:51:47<6:04:23,  1.78s/it]
 38%|███▊      | 7619/19900 [3:51:49<5:56:30,  1.74s/it]
 38%|███▊      | 7620/19900 [3:51:51<5:52:31,  1.72s/it]
 38%|███▊      | 7621/19900 [3:51:52<5:48:26,  1.70s/it]
 38%|███▊      | 7622/19900 [3:51:54<5:47:15,  1.70s/it]
 38%|███▊      | 7623/19900 [3:51:56<5:41:02,  1.67s/it]
 38%|███▊      | 7624/19900 [3:51:57<5:40:13,  1.66s/it]
 38%|███▊      | 7625/19900 [3:51:59<5:34:19,  1.63s/it]
 38%|███▊      | 7626/19900 [3:52:00<5:32:08,  1.62s/it]
 38%|███▊      | 7627/19900 [3:52:02<5:27:36,  1.60s/it]
 38%|███▊      | 7628/19900 [3:52:04<5:27:06,  1.60s/it]
 38%|███▊      | 7629/19900 [3:52:05<5:23:57,  1.58s/it]
 38%|███▊      | 7630/19900 [3:52:07<5:18:51,  1.56s/it]
 38%|███▊      | 7631/19900 [3:52:08<5:12:48,  1.53s/it]
 38%|███▊      | 7632/19900 [3:52:10<5:10:49,  1.52s/it]
 38%|███▊      | 7633/19900 [3:52:11<5:08:37,  1.51s/it]
 38%|███▊      | 7634/19900 [3:52:13<5:03:43,  1.49s/it]
 38%|███▊      | 7635/19900 [3:52:14<5:01:46,  1.48s/it]
 38%|███▊      | 7636/19900 [3:52:15<5:01:45,  1.48s/it]
 38%|███▊      | 7637/19900 [3:52:17<4:55:34,  1.45s/it]
 38%|███▊      | 7638/19900 [3:52:18<4:53:16,  1.44s/it]
 38%|███▊      | 7639/19900 [3:52:20<4:49:12,  1.42s/it]
 38%|███▊      | 7640/19900 [3:52:21<4:43:57,  1.39s/it]
 38%|███▊      | 7641/19900 [3:52:22<4:40:00,  1.37s/it]
 38%|███▊      | 7642/19900 [3:52:24<4:33:33,  1.34s/it]
 38%|███▊      | 7643/19900 [3:52:25<4:31:01,  1.33s/it]
 38%|███▊      | 7644/19900 [3:52:26<4:26:01,  1.30s/it]
 38%|███▊      | 7645/19900 [3:52:27<4:22:09,  1.28s/it]
 38%|███▊      | 7646/19900 [3:52:29<4:24:35,  1.30s/it]
 38%|███▊      | 7647/19900 [3:52:30<4:23:13,  1.29s/it]
 38%|███▊      | 7648/19900 [3:52:31<4:23:52,  1.29s/it]
 38%|███▊      | 7649/19900 [3:52:32<4:16:06,  1.25s/it]
 38%|███▊      | 7650/19900 [3:52:34<4:12:28,  1.24s/it]
 38%|███▊      | 7651/19900 [3:52:35<4:08:55,  1.22s/it]
 38%|███▊      | 7652/19900 [3:52:36<4:02:53,  1.19s/it]
 38%|███▊      | 7653/19900 [3:52:37<3:58:45,  1.17s/it]
 38%|███▊      | 7654/19900 [3:52:38<3:56:35,  1.16s/it]
 38%|███▊      | 7655/19900 [3:52:39<3:50:28,  1.13s/it]
 38%|███▊      | 7656/19900 [3:52:40<3:43:10,  1.09s/it]
 38%|███▊      | 7657/19900 [3:52:41<3:40:15,  1.08s/it]
 38%|███▊      | 7658/19900 [3:52:42<3:37:51,  1.07s/it]
 38%|███▊      | 7659/19900 [3:52:43<3:36:03,  1.06s/it]
 38%|███▊      | 7660/19900 [3:52:44<3:28:42,  1.02s/it]
 38%|███▊      | 7661/19900 [3:52:47<4:56:23,  1.45s/it]
 39%|███▊      | 7662/19900 [3:52:49<5:37:40,  1.66s/it]
 39%|███▊      | 7663/19900 [3:52:51<5:59:42,  1.76s/it]
 39%|███▊      | 7664/19900 [3:52:53<6:09:00,  1.81s/it]
 39%|███▊      | 7665/19900 [3:52:55<6:13:42,  1.83s/it]
 39%|███▊      | 7666/19900 [3:52:57<6:15:25,  1.84s/it]
 39%|███▊      | 7667/19900 [3:52:58<6:17:39,  1.85s/it]
 39%|███▊      | 7668/19900 [3:53:00<6:11:51,  1.82s/it]
 39%|███▊      | 7669/19900 [3:53:02<6:08:42,  1.81s/it]
 39%|███▊      | 7670/19900 [3:53:04<6:00:41,  1.77s/it]
 39%|███▊      | 7671/19900 [3:53:05<5:53:27,  1.73s/it]
 39%|███▊      | 7672/19900 [3:53:07<5:46:51,  1.70s/it]
 39%|███▊      | 7673/19900 [3:53:09<5:43:18,  1.68s/it]
 39%|███▊      | 7674/19900 [3:53:10<5:37:23,  1.66s/it]
 39%|███▊      | 7675/19900 [3:53:12<5:33:46,  1.64s/it]
 39%|███▊      | 7676/19900 [3:53:13<5:27:57,  1.61s/it]
 39%|███▊      | 7677/19900 [3:53:15<5:19:53,  1.57s/it]
 39%|███▊      | 7678/19900 [3:53:16<5:18:37,  1.56s/it]
 39%|███▊      | 7679/19900 [3:53:18<5:15:29,  1.55s/it]
 39%|███▊      | 7680/19900 [3:53:19<5:11:42,  1.53s/it]
 39%|███▊      | 7681/19900 [3:53:21<5:07:25,  1.51s/it]
 39%|███▊      | 7682/19900 [3:53:22<5:02:34,  1.49s/it]
 39%|███▊      | 7683/19900 [3:53:24<5:00:44,  1.48s/it]
 39%|███▊      | 7684/19900 [3:53:25<4:57:09,  1.46s/it]
 39%|███▊      | 7685/19900 [3:53:26<4:52:51,  1.44s/it]
 39%|███▊      | 7686/19900 [3:53:28<4:50:04,  1.43s/it]
 39%|███▊      | 7687/19900 [3:53:29<4:47:11,  1.41s/it]
 39%|███▊      | 7688/19900 [3:53:31<4:43:33,  1.39s/it]
 39%|███▊      | 7689/19900 [3:53:32<4:36:58,  1.36s/it]
 39%|███▊      | 7690/19900 [3:53:33<4:34:55,  1.35s/it]
 39%|███▊      | 7691/19900 [3:53:34<4:30:00,  1.33s/it]
 39%|███▊      | 7692/19900 [3:53:36<4:26:41,  1.31s/it]
 39%|███▊      | 7693/19900 [3:53:37<4:24:26,  1.30s/it]
 39%|███▊      | 7694/19900 [3:53:38<4:24:26,  1.30s/it]
 39%|███▊      | 7695/19900 [3:53:40<4:21:06,  1.28s/it]
 39%|███▊      | 7696/19900 [3:53:41<4:18:23,  1.27s/it]
 39%|███▊      | 7697/19900 [3:53:42<4:15:37,  1.26s/it]
 39%|███▊      | 7698/19900 [3:53:43<4:13:18,  1.25s/it]
 39%|███▊      | 7699/19900 [3:53:44<4:11:27,  1.24s/it]
 39%|███▊      | 7700/19900 [3:53:46<4:10:11,  1.23s/it]
                                                        

 39%|███▊      | 7700/19900 [3:53:46<4:10:11,  1.23s/it]
 39%|███▊      | 7701/19900 [3:53:47<4:02:29,  1.19s/it]
 39%|███▊      | 7702/19900 [3:53:48<3:58:07,  1.17s/it]
 39%|███▊      | 7703/19900 [3:53:49<3:51:15,  1.14s/it]
 39%|███▊      | 7704/19900 [3:53:50<3:47:22,  1.12s/it]
 39%|███▊      | 7705/19900 [3:53:51<3:43:29,  1.10s/it]
 39%|███▊      | 7706/19900 [3:53:52<3:38:36,  1.08s/it]
 39%|███▊      | 7707/19900 [3:53:53<3:32:45,  1.05s/it]
 39%|███▊      | 7708/19900 [3:53:54<3:26:32,  1.02s/it]
 39%|███▊      | 7709/19900 [3:53:55<3:19:17,  1.02it/s]
 39%|███▊      | 7710/19900 [3:53:57<4:41:57,  1.39s/it]
 39%|███▊      | 7711/19900 [3:53:59<5:28:10,  1.62s/it]
 39%|███▉      | 7712/19900 [3:54:01<5:50:32,  1.73s/it]
 39%|███▉      | 7713/19900 [3:54:03<5:57:28,  1.76s/it]
 39%|███▉      | 7714/19900 [3:54:05<5:58:54,  1.77s/it]
 39%|███▉      | 7715/19900 [3:54:07<5:58:06,  1.76s/it]
 39%|███▉      | 7716/19900 [3:54:09<5:59:29,  1.77s/it]
 39%|███▉      | 7717/19900 [3:54:10<6:00:46,  1.78s/it]
 39%|███▉      | 7718/19900 [3:54:12<5:51:52,  1.73s/it]
 39%|███▉      | 7719/19900 [3:54:14<5:45:42,  1.70s/it]
 39%|███▉      | 7720/19900 [3:54:15<5:38:54,  1.67s/it]
 39%|███▉      | 7721/19900 [3:54:17<5:34:37,  1.65s/it]
 39%|███▉      | 7722/19900 [3:54:18<5:26:26,  1.61s/it]
 39%|███▉      | 7723/19900 [3:54:20<5:20:11,  1.58s/it]
 39%|███▉      | 7724/19900 [3:54:21<5:15:57,  1.56s/it]
 39%|███▉      | 7725/19900 [3:54:23<5:13:44,  1.55s/it]
 39%|███▉      | 7726/19900 [3:54:24<5:17:01,  1.56s/it]
 39%|███▉      | 7727/19900 [3:54:26<5:11:32,  1.54s/it]
 39%|███▉      | 7728/19900 [3:54:27<5:09:48,  1.53s/it]
 39%|███▉      | 7729/19900 [3:54:29<5:06:07,  1.51s/it]
 39%|███▉      | 7730/19900 [3:54:30<5:03:12,  1.49s/it]
 39%|███▉      | 7731/19900 [3:54:32<4:59:08,  1.47s/it]
 39%|███▉      | 7732/19900 [3:54:33<4:56:38,  1.46s/it]
 39%|███▉      | 7733/19900 [3:54:35<4:56:44,  1.46s/it]
 39%|███▉      | 7734/19900 [3:54:36<4:52:23,  1.44s/it]
 39%|███▉      | 7735/19900 [3:54:37<4:48:25,  1.42s/it]
 39%|███▉      | 7736/19900 [3:54:39<4:45:27,  1.41s/it]
 39%|███▉      | 7737/19900 [3:54:40<4:40:57,  1.39s/it]
 39%|███▉      | 7738/19900 [3:54:41<4:36:03,  1.36s/it]
 39%|███▉      | 7739/19900 [3:54:43<4:30:59,  1.34s/it]
 39%|███▉      | 7740/19900 [3:54:44<4:26:42,  1.32s/it]
 39%|███▉      | 7741/19900 [3:54:45<4:31:10,  1.34s/it]
 39%|███▉      | 7742/19900 [3:54:47<4:26:36,  1.32s/it]
 39%|███▉      | 7743/19900 [3:54:48<4:20:20,  1.28s/it]
 39%|███▉      | 7744/19900 [3:54:49<4:18:20,  1.28s/it]
 39%|███▉      | 7745/19900 [3:54:50<4:17:25,  1.27s/it]
 39%|███▉      | 7746/19900 [3:54:52<4:13:36,  1.25s/it]
 39%|███▉      | 7747/19900 [3:54:53<4:11:05,  1.24s/it]
 39%|███▉      | 7748/19900 [3:54:54<4:07:11,  1.22s/it]
 39%|███▉      | 7749/19900 [3:54:55<4:05:35,  1.21s/it]
 39%|███▉      | 7750/19900 [3:54:56<4:02:14,  1.20s/it]
 39%|███▉      | 7751/19900 [3:54:58<4:01:53,  1.19s/it]
 39%|███▉      | 7752/19900 [3:54:59<3:55:33,  1.16s/it]
 39%|███▉      | 7753/19900 [3:55:00<3:49:01,  1.13s/it]
 39%|███▉      | 7754/19900 [3:55:01<3:41:04,  1.09s/it]
 39%|███▉      | 7755/19900 [3:55:02<3:40:26,  1.09s/it]
 39%|███▉      | 7756/19900 [3:55:03<3:34:57,  1.06s/it]
 39%|███▉      | 7757/19900 [3:55:04<3:26:35,  1.02s/it]
 39%|███▉      | 7758/19900 [3:55:05<3:18:16,  1.02it/s]
 39%|███▉      | 7759/19900 [3:55:06<4:12:06,  1.25s/it]
 39%|███▉      | 7760/19900 [3:55:08<4:24:45,  1.31s/it]
 39%|███▉      | 7761/19900 [3:55:09<4:21:46,  1.29s/it]
 39%|███▉      | 7762/19900 [3:55:12<5:52:13,  1.74s/it]
 39%|███▉      | 7763/19900 [3:55:14<6:15:05,  1.85s/it]
 39%|███▉      | 7764/19900 [3:55:16<6:25:05,  1.90s/it]
 39%|███▉      | 7765/19900 [3:55:18<6:25:29,  1.91s/it]
 39%|███▉      | 7766/19900 [3:55:20<6:24:07,  1.90s/it]
 39%|███▉      | 7767/19900 [3:55:22<6:20:17,  1.88s/it]
 39%|███▉      | 7768/19900 [3:55:24<6:15:49,  1.86s/it]
 39%|███▉      | 7769/19900 [3:55:25<6:06:12,  1.81s/it]
 39%|███▉      | 7770/19900 [3:55:27<5:59:14,  1.78s/it]
 39%|███▉      | 7771/19900 [3:55:29<5:56:08,  1.76s/it]
 39%|███▉      | 7772/19900 [3:55:30<5:55:08,  1.76s/it]
 39%|███▉      | 7773/19900 [3:55:32<5:50:48,  1.74s/it]
 39%|███▉      | 7774/19900 [3:55:34<5:44:35,  1.71s/it]
 39%|███▉      | 7775/19900 [3:55:35<5:36:19,  1.66s/it]
 39%|███▉      | 7776/19900 [3:55:37<5:27:01,  1.62s/it]
 39%|███▉      | 7777/19900 [3:55:38<5:20:59,  1.59s/it]
 39%|███▉      | 7778/19900 [3:55:40<5:16:22,  1.57s/it]
 39%|███▉      | 7779/19900 [3:55:41<5:14:24,  1.56s/it]
 39%|███▉      | 7780/19900 [3:55:43<5:11:28,  1.54s/it]
 39%|███▉      | 7781/19900 [3:55:44<5:07:05,  1.52s/it]
 39%|███▉      | 7782/19900 [3:55:46<5:02:33,  1.50s/it]
 39%|███▉      | 7783/19900 [3:55:47<5:00:41,  1.49s/it]
 39%|███▉      | 7784/19900 [3:55:49<4:59:45,  1.48s/it]
 39%|███▉      | 7785/19900 [3:55:50<4:55:37,  1.46s/it]
 39%|███▉      | 7786/19900 [3:55:52<4:52:07,  1.45s/it]
 39%|███▉      | 7787/19900 [3:55:53<4:48:48,  1.43s/it]
 39%|███▉      | 7788/19900 [3:55:54<4:44:42,  1.41s/it]
 39%|███▉      | 7789/19900 [3:55:56<4:40:06,  1.39s/it]
 39%|███▉      | 7790/19900 [3:55:57<4:39:31,  1.38s/it]
 39%|███▉      | 7791/19900 [3:55:58<4:33:36,  1.36s/it]
 39%|███▉      | 7792/19900 [3:56:00<4:29:18,  1.33s/it]
 39%|███▉      | 7793/19900 [3:56:01<4:26:30,  1.32s/it]
 39%|███▉      | 7794/19900 [3:56:02<4:22:39,  1.30s/it]
 39%|███▉      | 7795/19900 [3:56:03<4:19:17,  1.29s/it]
 39%|███▉      | 7796/19900 [3:56:05<4:16:36,  1.27s/it]
 39%|███▉      | 7797/19900 [3:56:06<4:12:33,  1.25s/it]
 39%|███▉      | 7798/19900 [3:56:07<4:09:23,  1.24s/it]
 39%|███▉      | 7799/19900 [3:56:08<4:09:33,  1.24s/it]
 39%|███▉      | 7800/19900 [3:56:09<4:06:08,  1.22s/it]
                                                        

 39%|███▉      | 7800/19900 [3:56:09<4:06:08,  1.22s/it]
 39%|███▉      | 7801/19900 [3:56:11<4:04:33,  1.21s/it]
 39%|███▉      | 7802/19900 [3:56:12<4:03:44,  1.21s/it]
 39%|███▉      | 7803/19900 [3:56:13<3:58:28,  1.18s/it]
 39%|███▉      | 7804/19900 [3:56:14<3:51:13,  1.15s/it]
 39%|███▉      | 7805/19900 [3:56:15<3:46:04,  1.12s/it]
 39%|███▉      | 7806/19900 [3:56:16<3:42:43,  1.10s/it]
 39%|███▉      | 7807/19900 [3:56:17<3:29:51,  1.04s/it]
 39%|███▉      | 7808/19900 [3:56:18<3:19:27,  1.01it/s]
 39%|███▉      | 7809/19900 [3:56:19<3:17:40,  1.02it/s]
 39%|███▉      | 7810/19900 [3:56:20<3:11:08,  1.05it/s]
 39%|███▉      | 7811/19900 [3:56:22<4:41:46,  1.40s/it]
 39%|███▉      | 7812/19900 [3:56:24<5:20:04,  1.59s/it]
 39%|███▉      | 7813/19900 [3:56:26<5:39:38,  1.69s/it]
 39%|███▉      | 7814/19900 [3:56:28<5:51:19,  1.74s/it]
 39%|███▉      | 7815/19900 [3:56:30<5:54:29,  1.76s/it]
 39%|███▉      | 7816/19900 [3:56:32<5:49:37,  1.74s/it]
 39%|███▉      | 7817/19900 [3:56:33<5:43:44,  1.71s/it]
 39%|███▉      | 7818/19900 [3:56:35<5:42:19,  1.70s/it]
 39%|███▉      | 7819/19900 [3:56:36<5:39:14,  1.68s/it]
 39%|███▉      | 7820/19900 [3:56:38<5:38:42,  1.68s/it]
 39%|███▉      | 7821/19900 [3:56:40<5:36:47,  1.67s/it]
 39%|███▉      | 7822/19900 [3:56:41<5:31:44,  1.65s/it]
 39%|███▉      | 7823/19900 [3:56:43<5:23:05,  1.61s/it]
 39%|███▉      | 7824/19900 [3:56:44<5:18:52,  1.58s/it]
 39%|███▉      | 7825/19900 [3:56:46<5:13:17,  1.56s/it]
 39%|███▉      | 7826/19900 [3:56:47<5:08:59,  1.54s/it]
 39%|███▉      | 7827/19900 [3:56:49<5:07:36,  1.53s/it]
 39%|███▉      | 7828/19900 [3:56:50<5:08:02,  1.53s/it]
 39%|███▉      | 7829/19900 [3:56:52<5:04:01,  1.51s/it]
 39%|███▉      | 7830/19900 [3:56:53<5:06:28,  1.52s/it]
 39%|███▉      | 7831/19900 [3:56:55<5:00:27,  1.49s/it]
 39%|███▉      | 7832/19900 [3:56:56<4:59:11,  1.49s/it]
 39%|███▉      | 7833/19900 [3:56:58<4:57:40,  1.48s/it]
 39%|███▉      | 7834/19900 [3:56:59<4:55:33,  1.47s/it]
 39%|███▉      | 7835/19900 [3:57:01<4:54:55,  1.47s/it]
 39%|███▉      | 7836/19900 [3:57:02<4:50:40,  1.45s/it]
 39%|███▉      | 7837/19900 [3:57:04<4:46:23,  1.42s/it]
 39%|███▉      | 7838/19900 [3:57:05<4:40:52,  1.40s/it]
 39%|███▉      | 7839/19900 [3:57:06<4:38:57,  1.39s/it]
 39%|███▉      | 7840/19900 [3:57:07<4:31:34,  1.35s/it]
 39%|███▉      | 7841/19900 [3:57:09<4:27:37,  1.33s/it]
 39%|███▉      | 7842/19900 [3:57:10<4:25:07,  1.32s/it]
 39%|███▉      | 7843/19900 [3:57:11<4:25:39,  1.32s/it]
 39%|███▉      | 7844/19900 [3:57:13<4:20:04,  1.29s/it]
 39%|███▉      | 7845/19900 [3:57:14<4:18:53,  1.29s/it]
 39%|███▉      | 7846/19900 [3:57:15<4:14:52,  1.27s/it]
 39%|███▉      | 7847/19900 [3:57:16<4:10:00,  1.24s/it]
 39%|███▉      | 7848/19900 [3:57:18<4:07:09,  1.23s/it]
 39%|███▉      | 7849/19900 [3:57:19<4:03:02,  1.21s/it]
 39%|███▉      | 7850/19900 [3:57:20<3:58:43,  1.19s/it]
 39%|███▉      | 7851/19900 [3:57:21<3:53:25,  1.16s/it]
 39%|███▉      | 7852/19900 [3:57:22<3:48:16,  1.14s/it]
 39%|███▉      | 7853/19900 [3:57:23<3:43:47,  1.11s/it]
 39%|███▉      | 7854/19900 [3:57:24<3:40:16,  1.10s/it]
 39%|███▉      | 7855/19900 [3:57:25<3:38:01,  1.09s/it]
 39%|███▉      | 7856/19900 [3:57:26<3:33:25,  1.06s/it]
 39%|███▉      | 7857/19900 [3:57:27<3:29:35,  1.04s/it]
 39%|███▉      | 7858/19900 [3:57:28<3:24:17,  1.02s/it]
 39%|███▉      | 7859/19900 [3:57:29<3:16:24,  1.02it/s]
 39%|███▉      | 7860/19900 [3:57:31<4:40:58,  1.40s/it]
 40%|███▉      | 7861/19900 [3:57:34<5:23:50,  1.61s/it]
 40%|███▉      | 7862/19900 [3:57:36<5:46:49,  1.73s/it]
 40%|███▉      | 7863/19900 [3:57:37<5:54:20,  1.77s/it]
 40%|███▉      | 7864/19900 [3:57:39<5:57:20,  1.78s/it]
 40%|███▉      | 7865/19900 [3:57:41<5:56:52,  1.78s/it]
 40%|███▉      | 7866/19900 [3:57:43<5:51:00,  1.75s/it]
 40%|███▉      | 7867/19900 [3:57:44<5:47:14,  1.73s/it]
 40%|███▉      | 7868/19900 [3:57:46<5:45:24,  1.72s/it]
 40%|███▉      | 7869/19900 [3:57:48<5:38:39,  1.69s/it]
 40%|███▉      | 7870/19900 [3:57:49<5:32:11,  1.66s/it]
 40%|███▉      | 7871/19900 [3:57:51<5:25:48,  1.63s/it]
 40%|███▉      | 7872/19900 [3:57:52<5:23:35,  1.61s/it]
 40%|███▉      | 7873/19900 [3:57:54<5:21:47,  1.61s/it]
 40%|███▉      | 7874/19900 [3:57:55<5:17:53,  1.59s/it]
 40%|███▉      | 7875/19900 [3:57:57<5:13:52,  1.57s/it]
 40%|███▉      | 7876/19900 [3:57:59<5:09:28,  1.54s/it]
 40%|███▉      | 7877/19900 [3:58:00<5:08:18,  1.54s/it]
 40%|███▉      | 7878/19900 [3:58:02<5:08:45,  1.54s/it]
 40%|███▉      | 7879/19900 [3:58:03<5:08:35,  1.54s/it]
 40%|███▉      | 7880/19900 [3:58:05<5:05:44,  1.53s/it]
 40%|███▉      | 7881/19900 [3:58:06<5:00:13,  1.50s/it]
 40%|███▉      | 7882/19900 [3:58:07<4:55:01,  1.47s/it]
 40%|███▉      | 7883/19900 [3:58:09<4:49:00,  1.44s/it]
 40%|███▉      | 7884/19900 [3:58:10<4:46:41,  1.43s/it]
 40%|███▉      | 7885/19900 [3:58:12<4:42:58,  1.41s/it]
 40%|███▉      | 7886/19900 [3:58:13<4:39:59,  1.40s/it]
 40%|███▉      | 7887/19900 [3:58:14<4:38:02,  1.39s/it]
 40%|███▉      | 7888/19900 [3:58:16<4:32:24,  1.36s/it]
 40%|███▉      | 7889/19900 [3:58:17<4:26:54,  1.33s/it]
 40%|███▉      | 7890/19900 [3:58:18<4:23:32,  1.32s/it]
 40%|███▉      | 7891/19900 [3:58:19<4:19:46,  1.30s/it]
 40%|███▉      | 7892/19900 [3:58:21<4:17:53,  1.29s/it]
 40%|███▉      | 7893/19900 [3:58:22<4:18:05,  1.29s/it]
 40%|███▉      | 7894/19900 [3:58:23<4:14:41,  1.27s/it]
 40%|███▉      | 7895/19900 [3:58:24<4:11:20,  1.26s/it]
 40%|███▉      | 7896/19900 [3:58:26<4:10:55,  1.25s/it]
 40%|███▉      | 7897/19900 [3:58:27<4:10:56,  1.25s/it]
 40%|███▉      | 7898/19900 [3:58:28<4:06:30,  1.23s/it]
 40%|███▉      | 7899/19900 [3:58:29<3:59:05,  1.20s/it]
 40%|███▉      | 7900/19900 [3:58:30<3:54:10,  1.17s/it]
                                                        

 40%|███▉      | 7900/19900 [3:58:30<3:54:10,  1.17s/it]
 40%|███▉      | 7901/19900 [3:58:31<3:51:36,  1.16s/it]
 40%|███▉      | 7902/19900 [3:58:33<3:44:45,  1.12s/it]
 40%|███▉      | 7903/19900 [3:58:34<3:43:59,  1.12s/it]
 40%|███▉      | 7904/19900 [3:58:35<3:40:34,  1.10s/it]
 40%|███▉      | 7905/19900 [3:58:36<3:36:53,  1.08s/it]
 40%|███▉      | 7906/19900 [3:58:37<3:31:43,  1.06s/it]
 40%|███▉      | 7907/19900 [3:58:38<3:26:18,  1.03s/it]
 40%|███▉      | 7908/19900 [3:58:39<3:18:28,  1.01it/s]
 40%|███▉      | 7909/19900 [3:58:41<4:42:43,  1.41s/it]
 40%|███▉      | 7910/19900 [3:58:43<5:27:52,  1.64s/it]
 40%|███▉      | 7911/19900 [3:58:45<5:54:37,  1.77s/it]
 40%|███▉      | 7912/19900 [3:58:47<6:05:06,  1.83s/it]
 40%|███▉      | 7913/19900 [3:58:49<6:07:30,  1.84s/it]
 40%|███▉      | 7914/19900 [3:58:51<6:07:43,  1.84s/it]
 40%|███▉      | 7915/19900 [3:58:53<6:04:47,  1.83s/it]
 40%|███▉      | 7916/19900 [3:58:54<5:57:22,  1.79s/it]
 40%|███▉      | 7917/19900 [3:58:56<5:54:37,  1.78s/it]
 40%|███▉      | 7918/19900 [3:58:58<5:51:07,  1.76s/it]
 40%|███▉      | 7919/19900 [3:59:00<5:45:23,  1.73s/it]
 40%|███▉      | 7920/19900 [3:59:01<5:37:47,  1.69s/it]
 40%|███▉      | 7921/19900 [3:59:03<5:31:09,  1.66s/it]
 40%|███▉      | 7922/19900 [3:59:04<5:26:21,  1.63s/it]
 40%|███▉      | 7923/19900 [3:59:06<5:19:37,  1.60s/it]
 40%|███▉      | 7924/19900 [3:59:07<5:15:27,  1.58s/it]
 40%|███▉      | 7925/19900 [3:59:09<5:11:00,  1.56s/it]
 40%|███▉      | 7926/19900 [3:59:10<5:07:09,  1.54s/it]
 40%|███▉      | 7927/19900 [3:59:12<5:06:55,  1.54s/it]
 40%|███▉      | 7928/19900 [3:59:13<5:02:48,  1.52s/it]
 40%|███▉      | 7929/19900 [3:59:15<4:59:53,  1.50s/it]
 40%|███▉      | 7930/19900 [3:59:16<4:57:41,  1.49s/it]
 40%|███▉      | 7931/19900 [3:59:18<4:54:05,  1.47s/it]
 40%|███▉      | 7932/19900 [3:59:19<4:55:13,  1.48s/it]
 40%|███▉      | 7933/19900 [3:59:21<4:51:36,  1.46s/it]
 40%|███▉      | 7934/19900 [3:59:22<4:47:55,  1.44s/it]
 40%|███▉      | 7935/19900 [3:59:23<4:43:17,  1.42s/it]
 40%|███▉      | 7936/19900 [3:59:25<4:37:17,  1.39s/it]
 40%|███▉      | 7937/19900 [3:59:26<4:35:14,  1.38s/it]
 40%|███▉      | 7938/19900 [3:59:27<4:31:34,  1.36s/it]
 40%|███▉      | 7939/19900 [3:59:29<4:25:50,  1.33s/it]
 40%|███▉      | 7940/19900 [3:59:30<4:22:04,  1.31s/it]
 40%|███▉      | 7941/19900 [3:59:31<4:17:49,  1.29s/it]
 40%|███▉      | 7942/19900 [3:59:32<4:15:05,  1.28s/it]
 40%|███▉      | 7943/19900 [3:59:34<4:12:09,  1.27s/it]
 40%|███▉      | 7944/19900 [3:59:35<4:08:49,  1.25s/it]
 40%|███▉      | 7945/19900 [3:59:36<4:07:15,  1.24s/it]
 40%|███▉      | 7946/19900 [3:59:37<4:05:49,  1.23s/it]
 40%|███▉      | 7947/19900 [3:59:39<4:02:30,  1.22s/it]
 40%|███▉      | 7948/19900 [3:59:40<4:00:49,  1.21s/it]
 40%|███▉      | 7949/19900 [3:59:41<3:57:48,  1.19s/it]
 40%|███▉      | 7950/19900 [3:59:42<3:53:04,  1.17s/it]
 40%|███▉      | 7951/19900 [3:59:43<3:50:28,  1.16s/it]
 40%|███▉      | 7952/19900 [3:59:44<3:43:28,  1.12s/it]
 40%|███▉      | 7953/19900 [3:59:45<3:36:46,  1.09s/it]
 40%|███▉      | 7954/19900 [3:59:46<3:31:25,  1.06s/it]
 40%|███▉      | 7955/19900 [3:59:47<3:27:41,  1.04s/it]
 40%|███▉      | 7956/19900 [3:59:48<3:22:31,  1.02s/it]
 40%|███▉      | 7957/19900 [3:59:49<3:14:54,  1.02it/s]
 40%|███▉      | 7958/19900 [3:59:51<4:09:20,  1.25s/it]
 40%|███▉      | 7959/19900 [3:59:52<4:21:39,  1.31s/it]
 40%|████      | 7960/19900 [3:59:54<4:14:36,  1.28s/it]
 40%|████      | 7961/19900 [3:59:56<5:44:10,  1.73s/it]
 40%|████      | 7962/19900 [3:59:58<6:06:32,  1.84s/it]
 40%|████      | 7963/19900 [4:00:00<6:19:22,  1.91s/it]
 40%|████      | 7964/19900 [4:00:02<6:18:21,  1.90s/it]
 40%|████      | 7965/19900 [4:00:04<6:15:59,  1.89s/it]
 40%|████      | 7966/19900 [4:00:06<6:11:33,  1.87s/it]
 40%|████      | 7967/19900 [4:00:08<6:05:04,  1.84s/it]
 40%|████      | 7968/19900 [4:00:10<5:56:13,  1.79s/it]
 40%|████      | 7969/19900 [4:00:11<5:55:49,  1.79s/it]
 40%|████      | 7970/19900 [4:00:13<5:48:13,  1.75s/it]
 40%|████      | 7971/19900 [4:00:15<5:45:17,  1.74s/it]
 40%|████      | 7972/19900 [4:00:16<5:37:52,  1.70s/it]
 40%|████      | 7973/19900 [4:00:18<5:33:59,  1.68s/it]
 40%|████      | 7974/19900 [4:00:20<5:30:41,  1.66s/it]
 40%|████      | 7975/19900 [4:00:21<5:31:01,  1.67s/it]
 40%|████      | 7976/19900 [4:00:23<5:27:06,  1.65s/it]
 40%|████      | 7977/19900 [4:00:24<5:22:57,  1.63s/it]
 40%|████      | 7978/19900 [4:00:26<5:15:42,  1.59s/it]
 40%|████      | 7979/19900 [4:00:27<5:15:22,  1.59s/it]
 40%|████      | 7980/19900 [4:00:29<5:08:46,  1.55s/it]
 40%|████      | 7981/19900 [4:00:30<5:04:30,  1.53s/it]
 40%|████      | 7982/19900 [4:00:32<4:58:47,  1.50s/it]
 40%|████      | 7983/19900 [4:00:33<4:58:55,  1.51s/it]
 40%|████      | 7984/19900 [4:00:35<4:54:25,  1.48s/it]
 40%|████      | 7985/19900 [4:00:36<4:52:26,  1.47s/it]
 40%|████      | 7986/19900 [4:00:38<4:47:44,  1.45s/it]
 40%|████      | 7987/19900 [4:00:39<4:42:37,  1.42s/it]
 40%|████      | 7988/19900 [4:00:40<4:37:10,  1.40s/it]
 40%|████      | 7989/19900 [4:00:42<4:30:56,  1.36s/it]
 40%|████      | 7990/19900 [4:00:43<4:26:12,  1.34s/it]
 40%|████      | 7991/19900 [4:00:44<4:22:02,  1.32s/it]
 40%|████      | 7992/19900 [4:00:46<4:26:34,  1.34s/it]
 40%|████      | 7993/19900 [4:00:47<4:21:38,  1.32s/it]
 40%|████      | 7994/19900 [4:00:48<4:16:58,  1.30s/it]
 40%|████      | 7995/19900 [4:00:49<4:13:27,  1.28s/it]
 40%|████      | 7996/19900 [4:00:51<4:09:04,  1.26s/it]
 40%|████      | 7997/19900 [4:00:52<4:04:09,  1.23s/it]
 40%|████      | 7998/19900 [4:00:53<4:02:41,  1.22s/it]
 40%|████      | 7999/19900 [4:00:54<3:59:41,  1.21s/it]
 40%|████      | 8000/19900 [4:00:55<3:55:54,  1.19s/it]
                                                        

 40%|████      | 8000/19900 [4:00:55<3:55:54,  1.19s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.8408104181289673, 'eval_wer': 0.9590939824205544, 'eval_cer': 0.4217211942980844, 'eval_runtime': 122.5199, 'eval_samples_per_second': 24.143, 'eval_steps_per_second': 3.02, 'epoch': 37.69}
{'loss': 3.0958, 'learning_rate': 5.156983240223463e-05, 'epoch': 38.19}
{'loss': 3.0627, 'learning_rate': 5.115083798882681e-05, 'epoch': 38.69}
{'loss': 3.0716, 'learning_rate': 5.073184357541899e-05, 'epoch': 39.2}
{'loss': 3.0455, 'learning_rate': 5.031284916201117e-05, 'epoch': 39.7}
{'loss': 3.0381, 'learning_rate': 4.989804469273743e-05, 'epoch': 40.2}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.89it/s]

  1%|          | 3/370 [00:00<01:02,  5.91it/s]

  1%|          | 4/370 [00:00<01:14,  4.90it/s]

  1%|▏         | 5/370 [00:00<01:19,  4.60it/s]

  2%|▏         | 6/370 [00:01<01:12,  4.99it/s]

  2%|▏         | 7/370 [00:01<01:22,  4.43it/s]

  2%|▏         | 8/370 [00:01<01:19,  4.56it/s]

  2%|▏         | 9/370 [00:01<01:21,  4.44it/s]

  3%|▎         | 10/370 [00:02<01:20,  4.47it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.45it/s]

  3%|▎         | 12/370 [00:02<01:21,  4.38it/s]

  4%|▎         | 13/370 [00:02<01:23,  4.25it/s]

  4%|▍         | 14/370 [00:03<01:30,  3.94it/s]

  4%|▍         | 15/370 [00:03<01:30,  3.94it/s]

  4%|▍         | 16/370 [00:03<01:28,  3.98it/s]

  5%|▍         | 17/370 [00:03<01:25,  4.15it/s]

  5%|▍         | 18/370 [00:03<01:18,  4.49it/s]

  5%|▌         | 19/370 [00:04<01:23,  4.23it/s]

  5%|▌         | 20/370 [00:04<01:24,  4.12it/s]

  6%|▌         | 21/370 [00:04<01:20,  4.35it/s]

  6%|▌         | 22/370 [00:04<01:14,  4.65it/s]

  6%|▌         | 23/370 [00:05<01:13,  4.72it/s]

  6%|▋         | 24/370 [00:05<01:14,  4.61it/s]

  7%|▋         | 25/370 [00:05<01:16,  4.53it/s]

  7%|▋         | 26/370 [00:05<01:12,  4.75it/s]

  7%|▋         | 27/370 [00:05<01:12,  4.70it/s]

  8%|▊         | 28/370 [00:06<01:14,  4.60it/s]

  8%|▊         | 29/370 [00:06<01:18,  4.36it/s]

  8%|▊         | 30/370 [00:06<01:19,  4.30it/s]

  8%|▊         | 31/370 [00:06<01:18,  4.33it/s]

  9%|▊         | 32/370 [00:07<01:16,  4.39it/s]

  9%|▉         | 33/370 [00:07<01:16,  4.41it/s]

  9%|▉         | 34/370 [00:07<01:16,  4.41it/s]

  9%|▉         | 35/370 [00:07<01:20,  4.17it/s]

 10%|▉         | 36/370 [00:08<01:19,  4.21it/s]

 10%|█         | 37/370 [00:08<01:15,  4.43it/s]

 10%|█         | 38/370 [00:08<01:14,  4.45it/s]

 11%|█         | 39/370 [00:08<01:11,  4.65it/s]

 11%|█         | 40/370 [00:08<01:13,  4.48it/s]

 11%|█         | 41/370 [00:09<01:11,  4.61it/s]

 11%|█▏        | 42/370 [00:09<01:14,  4.43it/s]

 12%|█▏        | 43/370 [00:09<01:14,  4.39it/s]

 12%|█▏        | 44/370 [00:09<01:12,  4.49it/s]

 12%|█▏        | 45/370 [00:10<01:19,  4.10it/s]

 12%|█▏        | 46/370 [00:10<01:16,  4.26it/s]

 13%|█▎        | 47/370 [00:10<01:23,  3.87it/s]

 13%|█▎        | 48/370 [00:10<01:25,  3.75it/s]

 13%|█▎        | 49/370 [00:11<01:22,  3.90it/s]

 14%|█▎        | 50/370 [00:11<01:15,  4.22it/s]

 14%|█▍        | 51/370 [00:11<01:17,  4.13it/s]

 14%|█▍        | 52/370 [00:11<01:11,  4.46it/s]

 14%|█▍        | 53/370 [00:12<01:13,  4.34it/s]

 15%|█▍        | 54/370 [00:12<01:09,  4.54it/s]

 15%|█▍        | 55/370 [00:12<01:12,  4.32it/s]

 15%|█▌        | 56/370 [00:12<01:13,  4.28it/s]

 15%|█▌        | 57/370 [00:12<01:07,  4.62it/s]

 16%|█▌        | 58/370 [00:13<01:11,  4.33it/s]

 16%|█▌        | 59/370 [00:13<01:10,  4.41it/s]

 16%|█▌        | 60/370 [00:13<01:06,  4.65it/s]

 16%|█▋        | 61/370 [00:13<01:06,  4.64it/s]

 17%|█▋        | 62/370 [00:14<01:07,  4.59it/s]

 17%|█▋        | 63/370 [00:14<01:03,  4.80it/s]

 17%|█▋        | 64/370 [00:14<01:04,  4.73it/s]

 18%|█▊        | 65/370 [00:14<01:06,  4.57it/s]

 18%|█▊        | 66/370 [00:14<01:05,  4.61it/s]

 18%|█▊        | 67/370 [00:15<01:07,  4.47it/s]

 18%|█▊        | 68/370 [00:15<01:11,  4.22it/s]

 19%|█▊        | 69/370 [00:15<01:06,  4.53it/s]

 19%|█▉        | 70/370 [00:15<01:04,  4.63it/s]

 19%|█▉        | 71/370 [00:16<01:07,  4.40it/s]

 19%|█▉        | 72/370 [00:16<01:02,  4.79it/s]

 20%|█▉        | 73/370 [00:16<01:02,  4.75it/s]

 20%|██        | 74/370 [00:16<01:05,  4.52it/s]

 20%|██        | 75/370 [00:16<01:06,  4.41it/s]

 21%|██        | 76/370 [00:17<01:03,  4.63it/s]

 21%|██        | 77/370 [00:17<01:01,  4.76it/s]

 21%|██        | 78/370 [00:17<01:03,  4.59it/s]

 21%|██▏       | 79/370 [00:17<01:04,  4.50it/s]

 22%|██▏       | 80/370 [00:17<01:04,  4.49it/s]

 22%|██▏       | 81/370 [00:18<01:02,  4.62it/s]

 22%|██▏       | 82/370 [00:18<01:05,  4.42it/s]

 22%|██▏       | 83/370 [00:18<01:05,  4.39it/s]

 23%|██▎       | 84/370 [00:18<01:07,  4.24it/s]

 23%|██▎       | 85/370 [00:19<01:04,  4.43it/s]

 23%|██▎       | 86/370 [00:19<01:03,  4.45it/s]

 24%|██▎       | 87/370 [00:19<01:02,  4.51it/s]

 24%|██▍       | 88/370 [00:19<01:06,  4.22it/s]

 24%|██▍       | 89/370 [00:20<01:06,  4.24it/s]

 24%|██▍       | 90/370 [00:20<01:03,  4.39it/s]

 25%|██▍       | 91/370 [00:20<01:01,  4.51it/s]

 25%|██▍       | 92/370 [00:20<01:05,  4.25it/s]

 25%|██▌       | 93/370 [00:21<01:07,  4.10it/s]

 25%|██▌       | 94/370 [00:21<01:05,  4.18it/s]

 26%|██▌       | 95/370 [00:21<01:10,  3.92it/s]

 26%|██▌       | 96/370 [00:21<01:11,  3.84it/s]

 26%|██▌       | 97/370 [00:22<01:07,  4.03it/s]

 26%|██▋       | 98/370 [00:22<01:05,  4.17it/s]

 27%|██▋       | 99/370 [00:22<01:03,  4.27it/s]

 27%|██▋       | 100/370 [00:22<01:00,  4.43it/s]

 27%|██▋       | 101/370 [00:22<01:01,  4.40it/s]

 28%|██▊       | 102/370 [00:23<00:58,  4.58it/s]

 28%|██▊       | 103/370 [00:23<00:55,  4.84it/s]

 28%|██▊       | 104/370 [00:23<01:00,  4.40it/s]

 28%|██▊       | 105/370 [00:23<00:58,  4.49it/s]

 29%|██▊       | 106/370 [00:24<01:01,  4.31it/s]

 29%|██▉       | 107/370 [00:24<01:01,  4.28it/s]

 29%|██▉       | 108/370 [00:24<00:59,  4.39it/s]

 29%|██▉       | 109/370 [00:24<01:02,  4.18it/s]

 30%|██▉       | 110/370 [00:24<00:59,  4.37it/s]

 30%|███       | 111/370 [00:25<00:57,  4.48it/s]

 30%|███       | 112/370 [00:25<00:59,  4.35it/s]

 31%|███       | 113/370 [00:25<00:58,  4.42it/s]

 31%|███       | 114/370 [00:25<00:58,  4.41it/s]

 31%|███       | 115/370 [00:26<01:01,  4.17it/s]

 31%|███▏      | 116/370 [00:26<01:03,  4.02it/s]

 32%|███▏      | 117/370 [00:26<01:06,  3.79it/s]

 32%|███▏      | 118/370 [00:26<01:05,  3.86it/s]

 32%|███▏      | 119/370 [00:27<01:03,  3.96it/s]

 32%|███▏      | 120/370 [00:27<01:00,  4.13it/s]

 33%|███▎      | 121/370 [00:27<00:59,  4.21it/s]

 33%|███▎      | 122/370 [00:27<01:01,  4.05it/s]

 33%|███▎      | 123/370 [00:28<00:57,  4.30it/s]

 34%|███▎      | 124/370 [00:28<00:53,  4.62it/s]

 34%|███▍      | 125/370 [00:28<00:55,  4.39it/s]

 34%|███▍      | 126/370 [00:28<00:57,  4.25it/s]

 34%|███▍      | 127/370 [00:29<00:58,  4.18it/s]

 35%|███▍      | 128/370 [00:29<00:58,  4.16it/s]

 35%|███▍      | 129/370 [00:29<01:01,  3.89it/s]

 35%|███▌      | 130/370 [00:29<01:03,  3.79it/s]

 35%|███▌      | 131/370 [00:30<01:04,  3.68it/s]

 36%|███▌      | 132/370 [00:30<00:59,  4.00it/s]

 36%|███▌      | 133/370 [00:30<00:57,  4.11it/s]

 36%|███▌      | 134/370 [00:30<00:58,  4.03it/s]

 36%|███▋      | 135/370 [00:31<00:58,  4.05it/s]

 37%|███▋      | 136/370 [00:31<00:56,  4.14it/s]

 37%|███▋      | 137/370 [00:31<00:57,  4.04it/s]

 37%|███▋      | 138/370 [00:31<00:56,  4.10it/s]

 38%|███▊      | 139/370 [00:31<00:54,  4.25it/s]

 38%|███▊      | 140/370 [00:32<00:51,  4.46it/s]

 38%|███▊      | 141/370 [00:32<00:54,  4.19it/s]

 38%|███▊      | 142/370 [00:32<00:55,  4.08it/s]

 39%|███▊      | 143/370 [00:32<00:57,  3.96it/s]

 39%|███▉      | 144/370 [00:33<00:58,  3.84it/s]

 39%|███▉      | 145/370 [00:33<01:02,  3.61it/s]

 39%|███▉      | 146/370 [00:33<00:58,  3.82it/s]

 40%|███▉      | 147/370 [00:34<00:56,  3.92it/s]

 40%|████      | 148/370 [00:34<00:57,  3.85it/s]

 40%|████      | 149/370 [00:34<00:55,  4.01it/s]

 41%|████      | 150/370 [00:34<00:50,  4.37it/s]

 41%|████      | 151/370 [00:34<00:47,  4.60it/s]

 41%|████      | 152/370 [00:35<00:48,  4.51it/s]

 41%|████▏     | 153/370 [00:35<00:49,  4.40it/s]

 42%|████▏     | 154/370 [00:35<00:49,  4.34it/s]

 42%|████▏     | 155/370 [00:35<00:48,  4.41it/s]

 42%|████▏     | 156/370 [00:36<00:50,  4.24it/s]

 42%|████▏     | 157/370 [00:36<00:50,  4.19it/s]

 43%|████▎     | 158/370 [00:36<00:50,  4.23it/s]

 43%|████▎     | 159/370 [00:36<00:47,  4.42it/s]

 43%|████▎     | 160/370 [00:37<00:48,  4.34it/s]

 44%|████▎     | 161/370 [00:37<00:48,  4.31it/s]

 44%|████▍     | 162/370 [00:37<00:50,  4.13it/s]

 44%|████▍     | 163/370 [00:37<00:48,  4.26it/s]

 44%|████▍     | 164/370 [00:37<00:47,  4.30it/s]

 45%|████▍     | 165/370 [00:38<00:49,  4.12it/s]

 45%|████▍     | 166/370 [00:38<00:49,  4.10it/s]

 45%|████▌     | 167/370 [00:38<00:49,  4.08it/s]

 45%|████▌     | 168/370 [00:38<00:48,  4.17it/s]

 46%|████▌     | 169/370 [00:39<00:47,  4.25it/s]

 46%|████▌     | 170/370 [00:39<00:48,  4.13it/s]

 46%|████▌     | 171/370 [00:39<00:49,  3.99it/s]

 46%|████▋     | 172/370 [00:39<00:45,  4.32it/s]

 47%|████▋     | 173/370 [00:40<00:41,  4.76it/s]

 47%|████▋     | 174/370 [00:40<00:43,  4.47it/s]

 47%|████▋     | 175/370 [00:40<00:43,  4.53it/s]

 48%|████▊     | 176/370 [00:40<00:42,  4.61it/s]

 48%|████▊     | 177/370 [00:40<00:44,  4.36it/s]

 48%|████▊     | 178/370 [00:41<00:42,  4.53it/s]

 48%|████▊     | 179/370 [00:41<00:43,  4.38it/s]

 49%|████▊     | 180/370 [00:41<00:40,  4.74it/s]

 49%|████▉     | 181/370 [00:41<00:40,  4.64it/s]

 49%|████▉     | 182/370 [00:42<00:40,  4.59it/s]

 49%|████▉     | 183/370 [00:42<00:43,  4.29it/s]

 50%|████▉     | 184/370 [00:42<00:43,  4.26it/s]

 50%|█████     | 185/370 [00:42<00:42,  4.38it/s]

 50%|█████     | 186/370 [00:43<00:42,  4.34it/s]

 51%|█████     | 187/370 [00:43<00:43,  4.22it/s]

 51%|█████     | 188/370 [00:43<00:44,  4.10it/s]

 51%|█████     | 189/370 [00:43<00:45,  3.95it/s]

 51%|█████▏    | 190/370 [00:44<00:45,  3.99it/s]

 52%|█████▏    | 191/370 [00:44<00:43,  4.10it/s]

 52%|█████▏    | 192/370 [00:44<00:45,  3.93it/s]

 52%|█████▏    | 193/370 [00:44<00:46,  3.85it/s]

 52%|█████▏    | 194/370 [00:45<00:41,  4.29it/s]

 53%|█████▎    | 195/370 [00:45<00:41,  4.17it/s]

 53%|█████▎    | 196/370 [00:45<00:41,  4.21it/s]

 53%|█████▎    | 197/370 [00:45<00:40,  4.24it/s]

 54%|█████▎    | 198/370 [00:45<00:41,  4.10it/s]

 54%|█████▍    | 199/370 [00:46<00:41,  4.16it/s]

 54%|█████▍    | 200/370 [00:46<00:41,  4.09it/s]

 54%|█████▍    | 201/370 [00:46<00:40,  4.19it/s]

 55%|█████▍    | 202/370 [00:46<00:40,  4.15it/s]

 55%|█████▍    | 203/370 [00:47<00:40,  4.09it/s]

 55%|█████▌    | 204/370 [00:47<00:42,  3.88it/s]

 55%|█████▌    | 205/370 [00:47<00:39,  4.16it/s]

 56%|█████▌    | 206/370 [00:47<00:40,  4.06it/s]

 56%|█████▌    | 207/370 [00:48<00:40,  4.04it/s]

 56%|█████▌    | 208/370 [00:48<00:42,  3.83it/s]

 56%|█████▋    | 209/370 [00:48<00:40,  3.93it/s]

 57%|█████▋    | 210/370 [00:49<00:42,  3.77it/s]

 57%|█████▋    | 211/370 [00:49<00:43,  3.64it/s]

 57%|█████▋    | 212/370 [00:49<00:42,  3.71it/s]

 58%|█████▊    | 213/370 [00:49<00:43,  3.62it/s]

 58%|█████▊    | 214/370 [00:50<00:40,  3.86it/s]

 58%|█████▊    | 215/370 [00:50<00:40,  3.87it/s]

 58%|█████▊    | 216/370 [00:50<00:38,  3.98it/s]

 59%|█████▊    | 217/370 [00:50<00:38,  3.96it/s]

 59%|█████▉    | 218/370 [00:51<00:36,  4.19it/s]

 59%|█████▉    | 219/370 [00:51<00:37,  4.06it/s]

 59%|█████▉    | 220/370 [00:51<00:36,  4.09it/s]

 60%|█████▉    | 221/370 [00:51<00:38,  3.89it/s]

 60%|██████    | 222/370 [00:52<00:38,  3.85it/s]

 60%|██████    | 223/370 [00:52<00:41,  3.56it/s]

 61%|██████    | 224/370 [00:52<00:44,  3.25it/s]

 61%|██████    | 225/370 [00:53<00:46,  3.12it/s]

 61%|██████    | 226/370 [00:53<00:44,  3.26it/s]

 61%|██████▏   | 227/370 [00:53<00:43,  3.30it/s]

 62%|██████▏   | 228/370 [00:54<00:42,  3.34it/s]

 62%|██████▏   | 229/370 [00:54<00:41,  3.38it/s]

 62%|██████▏   | 230/370 [00:54<00:41,  3.41it/s]

 62%|██████▏   | 231/370 [00:54<00:40,  3.42it/s]

 63%|██████▎   | 232/370 [00:55<00:43,  3.20it/s]

 63%|██████▎   | 233/370 [00:55<00:42,  3.21it/s]

 63%|██████▎   | 234/370 [00:55<00:40,  3.37it/s]

 64%|██████▎   | 235/370 [00:56<00:40,  3.37it/s]

 64%|██████▍   | 236/370 [00:56<00:37,  3.60it/s]

 64%|██████▍   | 237/370 [00:56<00:36,  3.61it/s]

 64%|██████▍   | 238/370 [00:56<00:35,  3.68it/s]

 65%|██████▍   | 239/370 [00:57<00:34,  3.79it/s]

 65%|██████▍   | 240/370 [00:57<00:35,  3.66it/s]

 65%|██████▌   | 241/370 [00:57<00:36,  3.54it/s]

 65%|██████▌   | 242/370 [00:57<00:35,  3.64it/s]

 66%|██████▌   | 243/370 [00:58<00:37,  3.38it/s]

 66%|██████▌   | 244/370 [00:58<00:39,  3.19it/s]

 66%|██████▌   | 245/370 [00:58<00:37,  3.37it/s]

 66%|██████▋   | 246/370 [00:59<00:35,  3.53it/s]

 67%|██████▋   | 247/370 [00:59<00:31,  3.86it/s]

 67%|██████▋   | 248/370 [00:59<00:30,  4.03it/s]

 67%|██████▋   | 249/370 [00:59<00:30,  3.95it/s]

 68%|██████▊   | 250/370 [01:00<00:31,  3.78it/s]

 68%|██████▊   | 251/370 [01:00<00:30,  3.85it/s]

 68%|██████▊   | 252/370 [01:00<00:37,  3.17it/s]

 68%|██████▊   | 253/370 [01:01<00:36,  3.25it/s]

 69%|██████▊   | 254/370 [01:01<00:35,  3.29it/s]

 69%|██████▉   | 255/370 [01:01<00:34,  3.31it/s]

 69%|██████▉   | 256/370 [01:02<00:35,  3.23it/s]

 69%|██████▉   | 257/370 [01:02<00:35,  3.14it/s]

 70%|██████▉   | 258/370 [01:02<00:35,  3.17it/s]

 70%|███████   | 259/370 [01:03<00:34,  3.20it/s]

 70%|███████   | 260/370 [01:03<00:32,  3.34it/s]

 71%|███████   | 261/370 [01:03<00:33,  3.28it/s]

 71%|███████   | 262/370 [01:03<00:33,  3.24it/s]

 71%|███████   | 263/370 [01:04<00:35,  3.05it/s]

 71%|███████▏  | 264/370 [01:04<00:35,  2.99it/s]

 72%|███████▏  | 265/370 [01:04<00:33,  3.11it/s]

 72%|███████▏  | 266/370 [01:05<00:33,  3.07it/s]

 72%|███████▏  | 267/370 [01:05<00:34,  3.01it/s]

 72%|███████▏  | 268/370 [01:05<00:33,  3.02it/s]

 73%|███████▎  | 269/370 [01:06<00:34,  2.94it/s]

 73%|███████▎  | 270/370 [01:06<00:34,  2.92it/s]

 73%|███████▎  | 271/370 [01:07<00:34,  2.88it/s]

 74%|███████▎  | 272/370 [01:07<00:31,  3.09it/s]

 74%|███████▍  | 273/370 [01:07<00:31,  3.06it/s]

 74%|███████▍  | 274/370 [01:07<00:30,  3.13it/s]

 74%|███████▍  | 275/370 [01:08<00:29,  3.17it/s]

 75%|███████▍  | 276/370 [01:08<00:29,  3.19it/s]

 75%|███████▍  | 277/370 [01:08<00:30,  3.06it/s]

 75%|███████▌  | 278/370 [01:09<00:30,  2.99it/s]

 75%|███████▌  | 279/370 [01:09<00:30,  3.00it/s]

 76%|███████▌  | 280/370 [01:09<00:30,  2.96it/s]

 76%|███████▌  | 281/370 [01:10<00:28,  3.07it/s]

 76%|███████▌  | 282/370 [01:10<00:28,  3.11it/s]

 76%|███████▋  | 283/370 [01:10<00:28,  3.08it/s]

 77%|███████▋  | 284/370 [01:11<00:28,  3.03it/s]

 77%|███████▋  | 285/370 [01:11<00:29,  2.86it/s]

 77%|███████▋  | 286/370 [01:11<00:29,  2.85it/s]

 78%|███████▊  | 287/370 [01:12<00:28,  2.95it/s]

 78%|███████▊  | 288/370 [01:12<00:27,  3.02it/s]

 78%|███████▊  | 289/370 [01:12<00:25,  3.22it/s]

 78%|███████▊  | 290/370 [01:13<00:25,  3.10it/s]

 79%|███████▊  | 291/370 [01:13<00:25,  3.07it/s]

 79%|███████▉  | 292/370 [01:13<00:24,  3.15it/s]

 79%|███████▉  | 293/370 [01:14<00:25,  2.98it/s]

 79%|███████▉  | 294/370 [01:14<00:25,  2.99it/s]

 80%|███████▉  | 295/370 [01:14<00:24,  3.09it/s]

 80%|████████  | 296/370 [01:15<00:23,  3.15it/s]

 80%|████████  | 297/370 [01:15<00:23,  3.04it/s]

 81%|████████  | 298/370 [01:15<00:25,  2.87it/s]

 81%|████████  | 299/370 [01:16<00:24,  2.95it/s]

 81%|████████  | 300/370 [01:16<00:23,  2.98it/s]

 81%|████████▏ | 301/370 [01:16<00:23,  2.92it/s]

 82%|████████▏ | 302/370 [01:17<00:22,  3.07it/s]

 82%|████████▏ | 303/370 [01:17<00:21,  3.08it/s]

 82%|████████▏ | 304/370 [01:17<00:21,  3.08it/s]

 82%|████████▏ | 305/370 [01:18<00:21,  3.00it/s]

 83%|████████▎ | 306/370 [01:18<00:21,  3.04it/s]

 83%|████████▎ | 307/370 [01:18<00:20,  3.11it/s]

 83%|████████▎ | 308/370 [01:19<00:19,  3.19it/s]

 84%|████████▎ | 309/370 [01:19<00:19,  3.20it/s]

 84%|████████▍ | 310/370 [01:19<00:19,  3.08it/s]

 84%|████████▍ | 311/370 [01:20<00:19,  3.08it/s]

 84%|████████▍ | 312/370 [01:20<00:18,  3.08it/s]

 85%|████████▍ | 313/370 [01:20<00:18,  3.13it/s]

 85%|████████▍ | 314/370 [01:20<00:16,  3.33it/s]

 85%|████████▌ | 315/370 [01:21<00:16,  3.38it/s]

 85%|████████▌ | 316/370 [01:21<00:16,  3.31it/s]

 86%|████████▌ | 317/370 [01:21<00:16,  3.24it/s]

 86%|████████▌ | 318/370 [01:22<00:16,  3.06it/s]

 86%|████████▌ | 319/370 [01:22<00:15,  3.20it/s]

 86%|████████▋ | 320/370 [01:22<00:15,  3.30it/s]

 87%|████████▋ | 321/370 [01:23<00:14,  3.35it/s]

 87%|████████▋ | 322/370 [01:23<00:13,  3.47it/s]

 87%|████████▋ | 323/370 [01:23<00:13,  3.39it/s]

 88%|████████▊ | 324/370 [01:23<00:13,  3.33it/s]

 88%|████████▊ | 325/370 [01:24<00:14,  3.14it/s]

 88%|████████▊ | 326/370 [01:24<00:14,  3.13it/s]

 88%|████████▊ | 327/370 [01:25<00:14,  3.03it/s]

 89%|████████▊ | 328/370 [01:25<00:12,  3.25it/s]

 89%|████████▉ | 329/370 [01:25<00:12,  3.29it/s]

 89%|████████▉ | 330/370 [01:25<00:12,  3.12it/s]

 89%|████████▉ | 331/370 [01:26<00:12,  3.07it/s]

 90%|████████▉ | 332/370 [01:26<00:12,  3.13it/s]

 90%|█████████ | 333/370 [01:26<00:11,  3.23it/s]

 90%|█████████ | 334/370 [01:27<00:11,  3.23it/s]

 91%|█████████ | 335/370 [01:27<00:10,  3.35it/s]

 91%|█████████ | 336/370 [01:27<00:10,  3.39it/s]

 91%|█████████ | 337/370 [01:28<00:09,  3.34it/s]

 91%|█████████▏| 338/370 [01:28<00:09,  3.23it/s]

 92%|█████████▏| 339/370 [01:28<00:09,  3.25it/s]

 92%|█████████▏| 340/370 [01:29<00:09,  3.13it/s]

 92%|█████████▏| 341/370 [01:29<00:08,  3.25it/s]

 92%|█████████▏| 342/370 [01:29<00:08,  3.33it/s]

 93%|█████████▎| 343/370 [01:29<00:07,  3.43it/s]

 93%|█████████▎| 344/370 [01:30<00:08,  3.07it/s]

 93%|█████████▎| 345/370 [01:30<00:08,  2.89it/s]

 94%|█████████▎| 346/370 [01:31<00:08,  2.81it/s]

 94%|█████████▍| 347/370 [01:31<00:08,  2.86it/s]

 94%|█████████▍| 348/370 [01:31<00:07,  3.01it/s]

 94%|█████████▍| 349/370 [01:32<00:07,  2.96it/s]

 95%|█████████▍| 350/370 [01:32<00:06,  3.11it/s]

 95%|█████████▍| 351/370 [01:32<00:06,  2.94it/s]

 95%|█████████▌| 352/370 [01:33<00:06,  2.85it/s]

 95%|█████████▌| 353/370 [01:33<00:05,  2.95it/s]

 96%|█████████▌| 354/370 [01:33<00:05,  2.95it/s]

 96%|█████████▌| 355/370 [01:33<00:04,  3.13it/s]

 96%|█████████▌| 356/370 [01:34<00:04,  3.27it/s]

 96%|█████████▋| 357/370 [01:34<00:03,  3.40it/s]

 97%|█████████▋| 358/370 [01:34<00:03,  3.64it/s]

 97%|█████████▋| 359/370 [01:35<00:03,  3.41it/s]

 97%|█████████▋| 360/370 [01:35<00:02,  3.34it/s]

 98%|█████████▊| 361/370 [01:35<00:02,  3.40it/s]

 98%|█████████▊| 362/370 [01:35<00:02,  3.46it/s]

 98%|█████████▊| 363/370 [01:36<00:01,  3.81it/s]

 98%|█████████▊| 364/370 [01:36<00:01,  3.55it/s]

 99%|█████████▊| 365/370 [01:36<00:01,  3.74it/s]

 99%|█████████▉| 366/370 [01:37<00:01,  3.71it/s]

 99%|█████████▉| 367/370 [01:37<00:00,  3.74it/s]

 99%|█████████▉| 368/370 [01:37<00:00,  3.76it/s]

100%|█████████▉| 369/370 [01:37<00:00,  3.67it/s]

100%|██████████| 370/370 [01:38<00:00,  3.93it/s]
                                                        

                                                 

 40%|████      | 8000/19900 [4:03:01<3:55:54,  1.19s/it]

100%|██████████| 370/370 [02:05<00:00,  3.93it/s]

                                                 Saving model checkpoint to ./checkpoint-8000
Configuration saved in ./checkpoint-8000/config.json
Model weights saved in ./checkpoint-8000/pytorch_model.bin
Configuration saved in ./checkpoint-8000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-6500] due to args.save_total_limit

 40%|████      | 8001/19900 [4:04:28<213:49:09, 64.69s/it]
 40%|████      | 8002/19900 [4:04:29<150:47:52, 45.63s/it]
 40%|████      | 8003/19900 [4:04:30<106:39:07, 32.27s/it]
 40%|████      | 8004/19900 [4:04:31<75:42:45, 22.91s/it] 
 40%|████      | 8005/19900 [4:04:33<54:04:56, 16.37s/it]
 40%|████      | 8006/19900 [4:04:34<38:51:55, 11.76s/it]
 40%|████      | 8007/19900 [4:04:35<28:15:02,  8.55s/it]
 40%|████      | 8008/19900 [4:04:36<20:47:07,  6.29s/it]
 40%|████      | 8009/19900 [4:04:37<15:28:10,  4.68s/it]
 40%|████      | 8010/19900 [4:04:39<13:07:49,  3.98s/it]
 40%|████      | 8011/19900 [4:04:41<11:17:34,  3.42s/it]
 40%|████      | 8012/19900 [4:04:43<9:54:48,  3.00s/it] 
 40%|████      | 8013/19900 [4:04:45<8:50:20,  2.68s/it]
 40%|████      | 8014/19900 [4:04:47<8:02:49,  2.44s/it]
 40%|████      | 8015/19900 [4:04:49<7:28:16,  2.26s/it]
 40%|████      | 8016/19900 [4:04:50<6:59:29,  2.12s/it]
 40%|████      | 8017/19900 [4:04:52<6:34:48,  1.99s/it]
 40%|████      | 8018/19900 [4:04:54<6:17:49,  1.91s/it]
 40%|████      | 8019/19900 [4:04:55<6:01:30,  1.83s/it]
 40%|████      | 8020/19900 [4:04:57<5:52:55,  1.78s/it]
 40%|████      | 8021/19900 [4:04:59<5:45:06,  1.74s/it]
 40%|████      | 8022/19900 [4:05:00<5:38:42,  1.71s/it]
 40%|████      | 8023/19900 [4:05:02<5:32:29,  1.68s/it]
 40%|████      | 8024/19900 [4:05:04<5:30:22,  1.67s/it]
 40%|████      | 8025/19900 [4:05:05<5:25:00,  1.64s/it]
 40%|████      | 8026/19900 [4:05:07<5:17:11,  1.60s/it]
 40%|████      | 8027/19900 [4:05:08<5:14:30,  1.59s/it]
 40%|████      | 8028/19900 [4:05:10<5:12:25,  1.58s/it]
 40%|████      | 8029/19900 [4:05:11<5:09:43,  1.57s/it]
 40%|████      | 8030/19900 [4:05:13<5:05:25,  1.54s/it]
 40%|████      | 8031/19900 [4:05:14<5:00:45,  1.52s/it]
 40%|████      | 8032/19900 [4:05:16<4:54:31,  1.49s/it]
 40%|████      | 8033/19900 [4:05:17<4:55:25,  1.49s/it]
 40%|████      | 8034/19900 [4:05:19<4:50:19,  1.47s/it]
 40%|████      | 8035/19900 [4:05:20<4:48:50,  1.46s/it]
 40%|████      | 8036/19900 [4:05:22<4:44:15,  1.44s/it]
 40%|████      | 8037/19900 [4:05:23<4:43:15,  1.43s/it]
 40%|████      | 8038/19900 [4:05:24<4:37:10,  1.40s/it]
 40%|████      | 8039/19900 [4:05:26<4:33:58,  1.39s/it]
 40%|████      | 8040/19900 [4:05:27<4:29:38,  1.36s/it]
 40%|████      | 8041/19900 [4:05:28<4:25:01,  1.34s/it]
 40%|████      | 8042/19900 [4:05:30<4:21:06,  1.32s/it]
 40%|████      | 8043/19900 [4:05:31<4:16:51,  1.30s/it]
 40%|████      | 8044/19900 [4:05:32<4:15:24,  1.29s/it]
 40%|████      | 8045/19900 [4:05:33<4:11:10,  1.27s/it]
 40%|████      | 8046/19900 [4:05:34<4:07:28,  1.25s/it]
 40%|████      | 8047/19900 [4:05:36<4:03:54,  1.23s/it]
 40%|████      | 8048/19900 [4:05:37<3:59:59,  1.21s/it]
 40%|████      | 8049/19900 [4:05:38<3:56:45,  1.20s/it]
 40%|████      | 8050/19900 [4:05:39<3:54:31,  1.19s/it]
 40%|████      | 8051/19900 [4:05:40<3:53:12,  1.18s/it]
 40%|████      | 8052/19900 [4:05:41<3:46:28,  1.15s/it]
 40%|████      | 8053/19900 [4:05:42<3:41:17,  1.12s/it]
 40%|████      | 8054/19900 [4:05:44<3:39:09,  1.11s/it]
 40%|████      | 8055/19900 [4:05:45<3:33:03,  1.08s/it]
 40%|████      | 8056/19900 [4:05:46<3:28:54,  1.06s/it]
 40%|████      | 8057/19900 [4:05:47<3:23:15,  1.03s/it]
 40%|████      | 8058/19900 [4:05:47<3:17:25,  1.00s/it]
 40%|████      | 8059/19900 [4:05:50<4:41:38,  1.43s/it]
 41%|████      | 8060/19900 [4:05:52<5:22:20,  1.63s/it]
 41%|████      | 8061/19900 [4:05:54<5:44:07,  1.74s/it]
 41%|████      | 8062/19900 [4:05:56<5:57:27,  1.81s/it]
 41%|████      | 8063/19900 [4:05:58<6:01:40,  1.83s/it]
 41%|████      | 8064/19900 [4:06:00<5:58:52,  1.82s/it]
 41%|████      | 8065/19900 [4:06:01<5:57:44,  1.81s/it]
 41%|████      | 8066/19900 [4:06:03<5:52:25,  1.79s/it]
 41%|████      | 8067/19900 [4:06:05<5:48:50,  1.77s/it]
 41%|████      | 8068/19900 [4:06:07<5:43:22,  1.74s/it]
 41%|████      | 8069/19900 [4:06:08<5:36:26,  1.71s/it]
 41%|████      | 8070/19900 [4:06:10<5:34:19,  1.70s/it]
 41%|████      | 8071/19900 [4:06:11<5:28:43,  1.67s/it]
 41%|████      | 8072/19900 [4:06:13<5:21:45,  1.63s/it]
 41%|████      | 8073/19900 [4:06:15<5:17:32,  1.61s/it]
 41%|████      | 8074/19900 [4:06:16<5:14:15,  1.59s/it]
 41%|████      | 8075/19900 [4:06:18<5:08:15,  1.56s/it]
 41%|████      | 8076/19900 [4:06:19<5:04:14,  1.54s/it]
 41%|████      | 8077/19900 [4:06:21<5:00:14,  1.52s/it]
 41%|████      | 8078/19900 [4:06:22<4:57:29,  1.51s/it]
 41%|████      | 8079/19900 [4:06:24<4:56:11,  1.50s/it]
 41%|████      | 8080/19900 [4:06:25<4:55:02,  1.50s/it]
 41%|████      | 8081/19900 [4:06:26<4:50:01,  1.47s/it]
 41%|████      | 8082/19900 [4:06:28<4:48:35,  1.47s/it]
 41%|████      | 8083/19900 [4:06:29<4:46:23,  1.45s/it]
 41%|████      | 8084/19900 [4:06:31<4:43:58,  1.44s/it]
 41%|████      | 8085/19900 [4:06:32<4:36:52,  1.41s/it]
 41%|████      | 8086/19900 [4:06:33<4:30:33,  1.37s/it]
 41%|████      | 8087/19900 [4:06:35<4:29:56,  1.37s/it]
 41%|████      | 8088/19900 [4:06:36<4:24:29,  1.34s/it]
 41%|████      | 8089/19900 [4:06:37<4:20:51,  1.33s/it]
 41%|████      | 8090/19900 [4:06:39<4:16:25,  1.30s/it]
 41%|████      | 8091/19900 [4:06:40<4:15:17,  1.30s/it]
 41%|████      | 8092/19900 [4:06:41<4:11:02,  1.28s/it]
 41%|████      | 8093/19900 [4:06:42<4:08:05,  1.26s/it]
 41%|████      | 8094/19900 [4:06:43<4:04:47,  1.24s/it]
 41%|████      | 8095/19900 [4:06:45<4:00:01,  1.22s/it]
 41%|████      | 8096/19900 [4:06:46<3:52:01,  1.18s/it]
 41%|████      | 8097/19900 [4:06:47<3:45:45,  1.15s/it]
 41%|████      | 8098/19900 [4:06:48<3:46:43,  1.15s/it]
 41%|████      | 8099/19900 [4:06:49<3:47:13,  1.16s/it]
 41%|████      | 8100/19900 [4:06:50<3:44:26,  1.14s/it]
                                                        

 41%|████      | 8100/19900 [4:06:50<3:44:26,  1.14s/it]
 41%|████      | 8101/19900 [4:06:51<3:38:03,  1.11s/it]
 41%|████      | 8102/19900 [4:06:52<3:34:33,  1.09s/it]
 41%|████      | 8103/19900 [4:06:53<3:29:59,  1.07s/it]
 41%|████      | 8104/19900 [4:06:54<3:25:08,  1.04s/it]
 41%|████      | 8105/19900 [4:06:55<3:21:05,  1.02s/it]
 41%|████      | 8106/19900 [4:06:56<3:17:35,  1.01s/it]
 41%|████      | 8107/19900 [4:06:57<3:14:43,  1.01it/s]
 41%|████      | 8108/19900 [4:07:00<4:34:25,  1.40s/it]
 41%|████      | 8109/19900 [4:07:02<5:12:06,  1.59s/it]
 41%|████      | 8110/19900 [4:07:04<5:30:11,  1.68s/it]
 41%|████      | 8111/19900 [4:07:06<5:48:59,  1.78s/it]
 41%|████      | 8112/19900 [4:07:07<5:51:36,  1.79s/it]
 41%|████      | 8113/19900 [4:07:09<5:53:20,  1.80s/it]
 41%|████      | 8114/19900 [4:07:11<5:46:43,  1.77s/it]
 41%|████      | 8115/19900 [4:07:13<5:43:03,  1.75s/it]
 41%|████      | 8116/19900 [4:07:14<5:36:54,  1.72s/it]
 41%|████      | 8117/19900 [4:07:16<5:36:12,  1.71s/it]
 41%|████      | 8118/19900 [4:07:18<5:32:31,  1.69s/it]
 41%|████      | 8119/19900 [4:07:19<5:30:34,  1.68s/it]
 41%|████      | 8120/19900 [4:07:21<5:23:37,  1.65s/it]
 41%|████      | 8121/19900 [4:07:22<5:16:37,  1.61s/it]
 41%|████      | 8122/19900 [4:07:24<5:11:00,  1.58s/it]
 41%|████      | 8123/19900 [4:07:25<5:08:26,  1.57s/it]
 41%|████      | 8124/19900 [4:07:27<5:05:39,  1.56s/it]
 41%|████      | 8125/19900 [4:07:28<5:05:22,  1.56s/it]
 41%|████      | 8126/19900 [4:07:30<4:59:04,  1.52s/it]
 41%|████      | 8127/19900 [4:07:31<4:54:36,  1.50s/it]
 41%|████      | 8128/19900 [4:07:33<4:52:52,  1.49s/it]
 41%|████      | 8129/19900 [4:07:34<4:48:35,  1.47s/it]
 41%|████      | 8130/19900 [4:07:36<4:45:13,  1.45s/it]
 41%|████      | 8131/19900 [4:07:37<4:46:11,  1.46s/it]
 41%|████      | 8132/19900 [4:07:38<4:42:21,  1.44s/it]
 41%|████      | 8133/19900 [4:07:40<4:36:55,  1.41s/it]
 41%|████      | 8134/19900 [4:07:41<4:36:09,  1.41s/it]
 41%|████      | 8135/19900 [4:07:43<4:38:42,  1.42s/it]
 41%|████      | 8136/19900 [4:07:44<4:31:05,  1.38s/it]
 41%|████      | 8137/19900 [4:07:45<4:23:21,  1.34s/it]
 41%|████      | 8138/19900 [4:07:47<4:19:00,  1.32s/it]
 41%|████      | 8139/19900 [4:07:48<4:19:23,  1.32s/it]
 41%|████      | 8140/19900 [4:07:49<4:18:23,  1.32s/it]
 41%|████      | 8141/19900 [4:07:50<4:14:09,  1.30s/it]
 41%|████      | 8142/19900 [4:07:52<4:10:32,  1.28s/it]
 41%|████      | 8143/19900 [4:07:53<4:08:55,  1.27s/it]
 41%|████      | 8144/19900 [4:07:54<4:03:18,  1.24s/it]
 41%|████      | 8145/19900 [4:07:55<4:02:06,  1.24s/it]
 41%|████      | 8146/19900 [4:07:56<3:59:13,  1.22s/it]
 41%|████      | 8147/19900 [4:07:58<3:54:18,  1.20s/it]
 41%|████      | 8148/19900 [4:07:59<3:47:17,  1.16s/it]
 41%|████      | 8149/19900 [4:08:00<3:44:05,  1.14s/it]
 41%|████      | 8150/19900 [4:08:01<3:38:39,  1.12s/it]
 41%|████      | 8151/19900 [4:08:02<3:32:36,  1.09s/it]
 41%|████      | 8152/19900 [4:08:03<3:29:39,  1.07s/it]
 41%|████      | 8153/19900 [4:08:04<3:25:48,  1.05s/it]
 41%|████      | 8154/19900 [4:08:05<3:23:12,  1.04s/it]
 41%|████      | 8155/19900 [4:08:06<3:19:14,  1.02s/it]
 41%|████      | 8156/19900 [4:08:07<3:13:11,  1.01it/s]
 41%|████      | 8157/19900 [4:08:09<3:57:01,  1.21s/it]
 41%|████      | 8158/19900 [4:08:10<4:06:18,  1.26s/it]
 41%|████      | 8159/19900 [4:08:11<4:03:02,  1.24s/it]
 41%|████      | 8160/19900 [4:08:14<5:38:59,  1.73s/it]
 41%|████      | 8161/19900 [4:08:16<6:05:08,  1.87s/it]
 41%|████      | 8162/19900 [4:08:18<6:15:21,  1.92s/it]
 41%|████      | 8163/19900 [4:08:20<6:17:07,  1.93s/it]
 41%|████      | 8164/19900 [4:08:22<6:09:33,  1.89s/it]
 41%|████      | 8165/19900 [4:08:24<6:04:00,  1.86s/it]
 41%|████      | 8166/19900 [4:08:25<5:55:25,  1.82s/it]
 41%|████      | 8167/19900 [4:08:27<5:47:59,  1.78s/it]
 41%|████      | 8168/19900 [4:08:29<5:53:40,  1.81s/it]
 41%|████      | 8169/19900 [4:08:31<5:47:57,  1.78s/it]
 41%|████      | 8170/19900 [4:08:32<5:42:35,  1.75s/it]
 41%|████      | 8171/19900 [4:08:34<5:34:33,  1.71s/it]
 41%|████      | 8172/19900 [4:08:36<5:27:05,  1.67s/it]
 41%|████      | 8173/19900 [4:08:37<5:22:00,  1.65s/it]
 41%|████      | 8174/19900 [4:08:39<5:17:19,  1.62s/it]
 41%|████      | 8175/19900 [4:08:40<5:11:45,  1.60s/it]
 41%|████      | 8176/19900 [4:08:42<5:07:23,  1.57s/it]
 41%|████      | 8177/19900 [4:08:43<5:06:08,  1.57s/it]
 41%|████      | 8178/19900 [4:08:45<5:02:43,  1.55s/it]
 41%|████      | 8179/19900 [4:08:46<5:00:01,  1.54s/it]
 41%|████      | 8180/19900 [4:08:48<4:53:29,  1.50s/it]
 41%|████      | 8181/19900 [4:08:49<4:49:02,  1.48s/it]
 41%|████      | 8182/19900 [4:08:51<4:43:15,  1.45s/it]
 41%|████      | 8183/19900 [4:08:52<4:41:07,  1.44s/it]
 41%|████      | 8184/19900 [4:08:53<4:42:30,  1.45s/it]
 41%|████      | 8185/19900 [4:08:55<4:36:14,  1.41s/it]
 41%|████      | 8186/19900 [4:08:56<4:31:20,  1.39s/it]
 41%|████      | 8187/19900 [4:08:58<4:28:38,  1.38s/it]
 41%|████      | 8188/19900 [4:08:59<4:24:48,  1.36s/it]
 41%|████      | 8189/19900 [4:09:00<4:19:26,  1.33s/it]
 41%|████      | 8190/19900 [4:09:01<4:16:48,  1.32s/it]
 41%|████      | 8191/19900 [4:09:03<4:16:19,  1.31s/it]
 41%|████      | 8192/19900 [4:09:04<4:15:04,  1.31s/it]
 41%|████      | 8193/19900 [4:09:05<4:15:05,  1.31s/it]
 41%|████      | 8194/19900 [4:09:07<4:10:22,  1.28s/it]
 41%|████      | 8195/19900 [4:09:08<4:07:47,  1.27s/it]
 41%|████      | 8196/19900 [4:09:09<4:03:44,  1.25s/it]
 41%|████      | 8197/19900 [4:09:10<4:00:16,  1.23s/it]
 41%|████      | 8198/19900 [4:09:11<4:00:54,  1.24s/it]
 41%|████      | 8199/19900 [4:09:13<3:58:03,  1.22s/it]
 41%|████      | 8200/19900 [4:09:14<3:52:26,  1.19s/it]
                                                        

 41%|████      | 8200/19900 [4:09:14<3:52:26,  1.19s/it]
 41%|████      | 8201/19900 [4:09:15<3:47:52,  1.17s/it]
 41%|████      | 8202/19900 [4:09:16<3:41:14,  1.13s/it]
 41%|████      | 8203/19900 [4:09:17<3:36:25,  1.11s/it]
 41%|████      | 8204/19900 [4:09:18<3:32:54,  1.09s/it]
 41%|████      | 8205/19900 [4:09:19<3:28:26,  1.07s/it]
 41%|████      | 8206/19900 [4:09:20<3:26:19,  1.06s/it]
 41%|████      | 8207/19900 [4:09:21<3:18:44,  1.02s/it]
 41%|████      | 8208/19900 [4:09:22<3:09:58,  1.03it/s]
 41%|████▏     | 8209/19900 [4:09:24<4:32:16,  1.40s/it]
 41%|████▏     | 8210/19900 [4:09:26<5:12:07,  1.60s/it]
 41%|████▏     | 8211/19900 [4:09:28<5:38:13,  1.74s/it]
 41%|████▏     | 8212/19900 [4:09:30<5:45:56,  1.78s/it]
 41%|████▏     | 8213/19900 [4:09:32<5:56:43,  1.83s/it]
 41%|████▏     | 8214/19900 [4:09:34<5:55:56,  1.83s/it]
 41%|████▏     | 8215/19900 [4:09:36<5:54:33,  1.82s/it]
 41%|████▏     | 8216/19900 [4:09:37<5:47:49,  1.79s/it]
 41%|████▏     | 8217/19900 [4:09:39<5:40:57,  1.75s/it]
 41%|████▏     | 8218/19900 [4:09:41<5:36:38,  1.73s/it]
 41%|████▏     | 8219/19900 [4:09:43<5:36:31,  1.73s/it]
 41%|████▏     | 8220/19900 [4:09:44<5:30:27,  1.70s/it]
 41%|████▏     | 8221/19900 [4:09:46<5:21:32,  1.65s/it]
 41%|████▏     | 8222/19900 [4:09:47<5:16:27,  1.63s/it]
 41%|████▏     | 8223/19900 [4:09:49<5:13:41,  1.61s/it]
 41%|████▏     | 8224/19900 [4:09:50<5:07:33,  1.58s/it]
 41%|████▏     | 8225/19900 [4:09:52<5:01:29,  1.55s/it]
 41%|████▏     | 8226/19900 [4:09:53<4:56:00,  1.52s/it]
 41%|████▏     | 8227/19900 [4:09:55<4:54:18,  1.51s/it]
 41%|████▏     | 8228/19900 [4:09:56<4:52:08,  1.50s/it]
 41%|████▏     | 8229/19900 [4:09:58<4:49:23,  1.49s/it]
 41%|████▏     | 8230/19900 [4:09:59<4:46:22,  1.47s/it]
 41%|████▏     | 8231/19900 [4:10:01<4:47:35,  1.48s/it]
 41%|████▏     | 8232/19900 [4:10:02<4:44:32,  1.46s/it]
 41%|████▏     | 8233/19900 [4:10:03<4:39:24,  1.44s/it]
 41%|████▏     | 8234/19900 [4:10:05<4:30:51,  1.39s/it]
 41%|████▏     | 8235/19900 [4:10:06<4:20:43,  1.34s/it]
 41%|████▏     | 8236/19900 [4:10:07<4:13:10,  1.30s/it]
 41%|████▏     | 8237/19900 [4:10:08<4:07:09,  1.27s/it]
 41%|████▏     | 8238/19900 [4:10:10<4:02:57,  1.25s/it]
 41%|████▏     | 8239/19900 [4:10:11<4:05:51,  1.27s/it]
 41%|████▏     | 8240/19900 [4:10:12<4:09:50,  1.29s/it]
 41%|████▏     | 8241/19900 [4:10:14<4:09:30,  1.28s/it]
 41%|████▏     | 8242/19900 [4:10:15<4:07:35,  1.27s/it]
 41%|████▏     | 8243/19900 [4:10:16<4:04:23,  1.26s/it]
 41%|████▏     | 8244/19900 [4:10:17<4:00:09,  1.24s/it]
 41%|████▏     | 8245/19900 [4:10:18<4:02:16,  1.25s/it]
 41%|████▏     | 8246/19900 [4:10:20<3:57:39,  1.22s/it]
 41%|████▏     | 8247/19900 [4:10:21<3:54:31,  1.21s/it]
 41%|████▏     | 8248/19900 [4:10:22<3:50:09,  1.19s/it]
 41%|████▏     | 8249/19900 [4:10:23<3:46:39,  1.17s/it]
 41%|████▏     | 8250/19900 [4:10:24<3:41:31,  1.14s/it]
 41%|████▏     | 8251/19900 [4:10:25<3:36:58,  1.12s/it]
 41%|████▏     | 8252/19900 [4:10:26<3:32:16,  1.09s/it]
 41%|████▏     | 8253/19900 [4:10:27<3:27:13,  1.07s/it]
 41%|████▏     | 8254/19900 [4:10:28<3:22:00,  1.04s/it]
 41%|████▏     | 8255/19900 [4:10:29<3:21:49,  1.04s/it]
 41%|████▏     | 8256/19900 [4:10:30<3:16:37,  1.01s/it]
 41%|████▏     | 8257/19900 [4:10:31<3:09:50,  1.02it/s]
 41%|████▏     | 8258/19900 [4:10:34<4:35:05,  1.42s/it]
 42%|████▏     | 8259/19900 [4:10:36<5:17:20,  1.64s/it]
 42%|████▏     | 8260/19900 [4:10:38<5:36:51,  1.74s/it]
 42%|████▏     | 8261/19900 [4:10:40<5:45:05,  1.78s/it]
 42%|████▏     | 8262/19900 [4:10:41<5:50:32,  1.81s/it]
 42%|████▏     | 8263/19900 [4:10:43<5:45:32,  1.78s/it]
 42%|████▏     | 8264/19900 [4:10:45<5:38:10,  1.74s/it]
 42%|████▏     | 8265/19900 [4:10:47<5:37:46,  1.74s/it]
 42%|████▏     | 8266/19900 [4:10:48<5:34:46,  1.73s/it]
 42%|████▏     | 8267/19900 [4:10:50<5:25:23,  1.68s/it]
 42%|████▏     | 8268/19900 [4:10:51<5:23:57,  1.67s/it]
 42%|████▏     | 8269/19900 [4:10:53<5:17:38,  1.64s/it]
 42%|████▏     | 8270/19900 [4:10:55<5:11:10,  1.61s/it]
 42%|████▏     | 8271/19900 [4:10:56<5:05:34,  1.58s/it]
 42%|████▏     | 8272/19900 [4:10:58<5:05:42,  1.58s/it]
 42%|████▏     | 8273/19900 [4:10:59<5:02:23,  1.56s/it]
 42%|████▏     | 8274/19900 [4:11:01<4:56:35,  1.53s/it]
 42%|████▏     | 8275/19900 [4:11:02<4:52:22,  1.51s/it]
 42%|████▏     | 8276/19900 [4:11:04<4:50:45,  1.50s/it]
 42%|████▏     | 8277/19900 [4:11:05<4:49:35,  1.49s/it]
 42%|████▏     | 8278/19900 [4:11:06<4:47:22,  1.48s/it]
 42%|████▏     | 8279/19900 [4:11:08<4:46:15,  1.48s/it]
 42%|████▏     | 8280/19900 [4:11:09<4:40:38,  1.45s/it]
 42%|████▏     | 8281/19900 [4:11:11<4:39:32,  1.44s/it]
 42%|████▏     | 8282/19900 [4:11:12<4:36:37,  1.43s/it]
 42%|████▏     | 8283/19900 [4:11:14<4:36:11,  1.43s/it]
 42%|████▏     | 8284/19900 [4:11:15<4:29:55,  1.39s/it]
 42%|████▏     | 8285/19900 [4:11:16<4:25:05,  1.37s/it]
 42%|████▏     | 8286/19900 [4:11:17<4:19:21,  1.34s/it]
 42%|████▏     | 8287/19900 [4:11:19<4:16:11,  1.32s/it]
 42%|████▏     | 8288/19900 [4:11:20<4:12:55,  1.31s/it]
 42%|████▏     | 8289/19900 [4:11:21<4:11:44,  1.30s/it]
 42%|████▏     | 8290/19900 [4:11:23<4:11:55,  1.30s/it]
 42%|████▏     | 8291/19900 [4:11:24<4:12:10,  1.30s/it]
 42%|████▏     | 8292/19900 [4:11:25<4:08:07,  1.28s/it]
 42%|████▏     | 8293/19900 [4:11:26<4:06:43,  1.28s/it]
 42%|████▏     | 8294/19900 [4:11:28<4:01:08,  1.25s/it]
 42%|████▏     | 8295/19900 [4:11:29<3:58:40,  1.23s/it]
 42%|████▏     | 8296/19900 [4:11:30<3:54:25,  1.21s/it]
 42%|████▏     | 8297/19900 [4:11:31<3:49:52,  1.19s/it]
 42%|████▏     | 8298/19900 [4:11:32<3:45:48,  1.17s/it]
 42%|████▏     | 8299/19900 [4:11:33<3:42:40,  1.15s/it]
 42%|████▏     | 8300/19900 [4:11:34<3:39:57,  1.14s/it]
                                                        

 42%|████▏     | 8300/19900 [4:11:34<3:39:57,  1.14s/it]
 42%|████▏     | 8301/19900 [4:11:35<3:34:06,  1.11s/it]
 42%|████▏     | 8302/19900 [4:11:37<3:30:26,  1.09s/it]
 42%|████▏     | 8303/19900 [4:11:38<3:29:21,  1.08s/it]
 42%|████▏     | 8304/19900 [4:11:39<3:26:46,  1.07s/it]
 42%|████▏     | 8305/19900 [4:11:40<3:22:04,  1.05s/it]
 42%|████▏     | 8306/19900 [4:11:40<3:11:53,  1.01it/s]
 42%|████▏     | 8307/19900 [4:11:43<4:28:52,  1.39s/it]
 42%|████▏     | 8308/19900 [4:11:45<5:13:56,  1.62s/it]
 42%|████▏     | 8309/19900 [4:11:47<5:31:45,  1.72s/it]
 42%|████▏     | 8310/19900 [4:11:49<5:41:37,  1.77s/it]
 42%|████▏     | 8311/19900 [4:11:51<5:47:52,  1.80s/it]
 42%|████▏     | 8312/19900 [4:11:53<5:51:05,  1.82s/it]
 42%|████▏     | 8313/19900 [4:11:54<5:46:25,  1.79s/it]
 42%|████▏     | 8314/19900 [4:11:56<5:39:09,  1.76s/it]
 42%|████▏     | 8315/19900 [4:11:58<5:44:22,  1.78s/it]
 42%|████▏     | 8316/19900 [4:11:59<5:38:10,  1.75s/it]
 42%|████▏     | 8317/19900 [4:12:01<5:31:53,  1.72s/it]
 42%|████▏     | 8318/19900 [4:12:03<5:24:23,  1.68s/it]
 42%|████▏     | 8319/19900 [4:12:04<5:22:51,  1.67s/it]
 42%|████▏     | 8320/19900 [4:12:06<5:16:20,  1.64s/it]
 42%|████▏     | 8321/19900 [4:12:07<5:11:17,  1.61s/it]
 42%|████▏     | 8322/19900 [4:12:09<5:06:44,  1.59s/it]
 42%|████▏     | 8323/19900 [4:12:11<5:03:28,  1.57s/it]
 42%|████▏     | 8324/19900 [4:12:12<4:58:45,  1.55s/it]
 42%|████▏     | 8325/19900 [4:12:14<5:02:14,  1.57s/it]
 42%|████▏     | 8326/19900 [4:12:15<5:00:00,  1.56s/it]
 42%|████▏     | 8327/19900 [4:12:17<4:51:26,  1.51s/it]
 42%|████▏     | 8328/19900 [4:12:18<4:50:49,  1.51s/it]
 42%|████▏     | 8329/19900 [4:12:20<4:49:50,  1.50s/it]
 42%|████▏     | 8330/19900 [4:12:21<4:46:39,  1.49s/it]
 42%|████▏     | 8331/19900 [4:12:22<4:41:56,  1.46s/it]
 42%|████▏     | 8332/19900 [4:12:24<4:37:36,  1.44s/it]
 42%|████▏     | 8333/19900 [4:12:25<4:32:44,  1.41s/it]
 42%|████▏     | 8334/19900 [4:12:26<4:27:01,  1.39s/it]
 42%|████▏     | 8335/19900 [4:12:28<4:25:33,  1.38s/it]
 42%|████▏     | 8336/19900 [4:12:29<4:24:10,  1.37s/it]
 42%|████▏     | 8337/19900 [4:12:30<4:18:24,  1.34s/it]
 42%|████▏     | 8338/19900 [4:12:32<4:14:15,  1.32s/it]
 42%|████▏     | 8339/19900 [4:12:33<4:10:10,  1.30s/it]
 42%|████▏     | 8340/19900 [4:12:34<4:07:45,  1.29s/it]
 42%|████▏     | 8341/19900 [4:12:35<4:03:37,  1.26s/it]
 42%|████▏     | 8342/19900 [4:12:37<4:00:51,  1.25s/it]
 42%|████▏     | 8343/19900 [4:12:38<4:01:46,  1.26s/it]
 42%|████▏     | 8344/19900 [4:12:39<3:57:33,  1.23s/it]
 42%|████▏     | 8345/19900 [4:12:40<3:59:04,  1.24s/it]
 42%|████▏     | 8346/19900 [4:12:42<3:53:21,  1.21s/it]
 42%|████▏     | 8347/19900 [4:12:43<3:49:29,  1.19s/it]
 42%|████▏     | 8348/19900 [4:12:44<3:42:31,  1.16s/it]
 42%|████▏     | 8349/19900 [4:12:45<3:38:18,  1.13s/it]
 42%|████▏     | 8350/19900 [4:12:46<3:32:20,  1.10s/it]
 42%|████▏     | 8351/19900 [4:12:47<3:30:21,  1.09s/it]
 42%|████▏     | 8352/19900 [4:12:48<3:25:38,  1.07s/it]
 42%|████▏     | 8353/19900 [4:12:49<3:21:06,  1.04s/it]
 42%|████▏     | 8354/19900 [4:12:50<3:16:12,  1.02s/it]
 42%|████▏     | 8355/19900 [4:12:51<3:08:09,  1.02it/s]
 42%|████▏     | 8356/19900 [4:12:53<4:06:28,  1.28s/it]
 42%|████▏     | 8357/19900 [4:12:54<4:21:50,  1.36s/it]
 42%|████▏     | 8358/19900 [4:12:56<4:16:32,  1.33s/it]
 42%|████▏     | 8359/19900 [4:12:58<5:43:55,  1.79s/it]
 42%|████▏     | 8360/19900 [4:13:01<6:02:31,  1.88s/it]
 42%|████▏     | 8361/19900 [4:13:02<6:07:11,  1.91s/it]
 42%|████▏     | 8362/19900 [4:13:04<6:06:28,  1.91s/it]
 42%|████▏     | 8363/19900 [4:13:06<6:00:53,  1.88s/it]
 42%|████▏     | 8364/19900 [4:13:08<5:53:49,  1.84s/it]
 42%|████▏     | 8365/19900 [4:13:10<5:47:30,  1.81s/it]
 42%|████▏     | 8366/19900 [4:13:11<5:44:56,  1.79s/it]
 42%|████▏     | 8367/19900 [4:13:13<5:40:08,  1.77s/it]
 42%|████▏     | 8368/19900 [4:13:15<5:36:25,  1.75s/it]
 42%|████▏     | 8369/19900 [4:13:16<5:29:35,  1.72s/it]
 42%|████▏     | 8370/19900 [4:13:18<5:22:16,  1.68s/it]
 42%|████▏     | 8371/19900 [4:13:20<5:19:52,  1.66s/it]
 42%|████▏     | 8372/19900 [4:13:21<5:12:45,  1.63s/it]
 42%|████▏     | 8373/19900 [4:13:23<5:10:25,  1.62s/it]
 42%|████▏     | 8374/19900 [4:13:24<5:05:05,  1.59s/it]
 42%|████▏     | 8375/19900 [4:13:26<4:58:31,  1.55s/it]
 42%|████▏     | 8376/19900 [4:13:27<4:58:31,  1.55s/it]
 42%|████▏     | 8377/19900 [4:13:29<4:52:52,  1.52s/it]
 42%|████▏     | 8378/19900 [4:13:30<4:50:35,  1.51s/it]
 42%|████▏     | 8379/19900 [4:13:32<4:46:55,  1.49s/it]
 42%|████▏     | 8380/19900 [4:13:33<4:44:01,  1.48s/it]
 42%|████▏     | 8381/19900 [4:13:35<4:42:32,  1.47s/it]
 42%|████▏     | 8382/19900 [4:13:36<4:39:59,  1.46s/it]
 42%|████▏     | 8383/19900 [4:13:38<4:37:11,  1.44s/it]
 42%|████▏     | 8384/19900 [4:13:39<4:36:58,  1.44s/it]
 42%|████▏     | 8385/19900 [4:13:40<4:31:05,  1.41s/it]
 42%|████▏     | 8386/19900 [4:13:42<4:25:11,  1.38s/it]
 42%|████▏     | 8387/19900 [4:13:43<4:23:21,  1.37s/it]
 42%|████▏     | 8388/19900 [4:13:44<4:19:25,  1.35s/it]
 42%|████▏     | 8389/19900 [4:13:46<4:13:21,  1.32s/it]
 42%|████▏     | 8390/19900 [4:13:47<4:11:09,  1.31s/it]
 42%|████▏     | 8391/19900 [4:13:48<4:09:28,  1.30s/it]
 42%|████▏     | 8392/19900 [4:13:49<4:07:27,  1.29s/it]
 42%|████▏     | 8393/19900 [4:13:51<4:03:41,  1.27s/it]
 42%|████▏     | 8394/19900 [4:13:52<3:59:57,  1.25s/it]
 42%|████▏     | 8395/19900 [4:13:53<3:56:13,  1.23s/it]
 42%|████▏     | 8396/19900 [4:13:54<3:53:24,  1.22s/it]
 42%|████▏     | 8397/19900 [4:13:55<3:52:30,  1.21s/it]
 42%|████▏     | 8398/19900 [4:13:57<3:50:50,  1.20s/it]
 42%|████▏     | 8399/19900 [4:13:58<3:47:55,  1.19s/it]
 42%|████▏     | 8400/19900 [4:13:59<3:43:25,  1.17s/it]
                                                        

 42%|████▏     | 8400/19900 [4:13:59<3:43:25,  1.17s/it]
 42%|████▏     | 8401/19900 [4:14:00<3:38:28,  1.14s/it]
 42%|████▏     | 8402/19900 [4:14:01<3:35:19,  1.12s/it]
 42%|████▏     | 8403/19900 [4:14:02<3:27:05,  1.08s/it]
 42%|████▏     | 8404/19900 [4:14:03<3:20:39,  1.05s/it]
 42%|████▏     | 8405/19900 [4:14:04<3:20:20,  1.05s/it]
 42%|████▏     | 8406/19900 [4:14:05<3:18:42,  1.04s/it]
 42%|████▏     | 8407/19900 [4:14:06<3:13:44,  1.01s/it]
 42%|████▏     | 8408/19900 [4:14:08<4:36:49,  1.45s/it]
 42%|████▏     | 8409/19900 [4:14:10<5:11:09,  1.62s/it]
 42%|████▏     | 8410/19900 [4:14:12<5:28:27,  1.72s/it]
 42%|████▏     | 8411/19900 [4:14:14<5:38:31,  1.77s/it]
 42%|████▏     | 8412/19900 [4:14:16<5:44:43,  1.80s/it]
 42%|████▏     | 8413/19900 [4:14:18<5:43:33,  1.79s/it]
 42%|████▏     | 8414/19900 [4:14:20<5:42:30,  1.79s/it]
 42%|████▏     | 8415/19900 [4:14:21<5:38:35,  1.77s/it]
 42%|████▏     | 8416/19900 [4:14:23<5:32:33,  1.74s/it]
 42%|████▏     | 8417/19900 [4:14:25<5:26:46,  1.71s/it]
 42%|████▏     | 8418/19900 [4:14:26<5:24:54,  1.70s/it]
 42%|████▏     | 8419/19900 [4:14:28<5:16:32,  1.65s/it]
 42%|████▏     | 8420/19900 [4:14:30<5:13:04,  1.64s/it]
 42%|████▏     | 8421/19900 [4:14:31<5:06:50,  1.60s/it]
 42%|████▏     | 8422/19900 [4:14:33<5:08:22,  1.61s/it]
 42%|████▏     | 8423/19900 [4:14:34<5:06:03,  1.60s/it]
 42%|████▏     | 8424/19900 [4:14:36<4:59:29,  1.57s/it]
 42%|████▏     | 8425/19900 [4:14:37<4:54:33,  1.54s/it]
 42%|████▏     | 8426/19900 [4:14:39<4:53:49,  1.54s/it]
 42%|████▏     | 8427/19900 [4:14:40<4:53:13,  1.53s/it]
 42%|████▏     | 8428/19900 [4:14:42<4:46:51,  1.50s/it]
 42%|████▏     | 8429/19900 [4:14:43<4:44:30,  1.49s/it]
 42%|████▏     | 8430/19900 [4:14:45<4:41:54,  1.47s/it]
 42%|████▏     | 8431/19900 [4:14:46<4:38:08,  1.46s/it]
 42%|████▏     | 8432/19900 [4:14:47<4:32:06,  1.42s/it]
 42%|████▏     | 8433/19900 [4:14:49<4:31:36,  1.42s/it]
 42%|████▏     | 8434/19900 [4:14:50<4:33:13,  1.43s/it]
 42%|████▏     | 8435/19900 [4:14:52<4:27:17,  1.40s/it]
 42%|████▏     | 8436/19900 [4:14:53<4:18:43,  1.35s/it]
 42%|████▏     | 8437/19900 [4:14:54<4:17:34,  1.35s/it]
 42%|████▏     | 8438/19900 [4:14:55<4:11:22,  1.32s/it]
 42%|████▏     | 8439/19900 [4:14:57<4:06:23,  1.29s/it]
 42%|████▏     | 8440/19900 [4:14:58<4:09:00,  1.30s/it]
 42%|████▏     | 8441/19900 [4:14:59<4:07:23,  1.30s/it]
 42%|████▏     | 8442/19900 [4:15:00<4:04:31,  1.28s/it]
 42%|████▏     | 8443/19900 [4:15:02<4:01:50,  1.27s/it]
 42%|████▏     | 8444/19900 [4:15:03<3:58:41,  1.25s/it]
 42%|████▏     | 8445/19900 [4:15:04<3:55:24,  1.23s/it]
 42%|████▏     | 8446/19900 [4:15:05<3:51:43,  1.21s/it]
 42%|████▏     | 8447/19900 [4:15:06<3:50:56,  1.21s/it]
 42%|████▏     | 8448/19900 [4:15:08<3:42:50,  1.17s/it]
 42%|████▏     | 8449/19900 [4:15:09<3:35:58,  1.13s/it]
 42%|████▏     | 8450/19900 [4:15:10<3:40:55,  1.16s/it]
 42%|████▏     | 8451/19900 [4:15:11<3:37:52,  1.14s/it]
 42%|████▏     | 8452/19900 [4:15:12<3:31:22,  1.11s/it]
 42%|████▏     | 8453/19900 [4:15:13<3:23:39,  1.07s/it]
 42%|████▏     | 8454/19900 [4:15:14<3:21:26,  1.06s/it]
 42%|████▏     | 8455/19900 [4:15:15<3:22:03,  1.06s/it]
 42%|████▏     | 8456/19900 [4:15:16<3:15:11,  1.02s/it]
 42%|████▏     | 8457/19900 [4:15:18<4:30:33,  1.42s/it]
 43%|████▎     | 8458/19900 [4:15:20<5:10:31,  1.63s/it]
 43%|████▎     | 8459/19900 [4:15:22<5:28:54,  1.72s/it]
 43%|████▎     | 8460/19900 [4:15:24<5:37:07,  1.77s/it]
 43%|████▎     | 8461/19900 [4:15:26<5:43:06,  1.80s/it]
 43%|████▎     | 8462/19900 [4:15:28<5:42:05,  1.79s/it]
 43%|████▎     | 8463/19900 [4:15:30<5:38:24,  1.78s/it]
 43%|████▎     | 8464/19900 [4:15:31<5:37:52,  1.77s/it]
 43%|████▎     | 8465/19900 [4:15:33<5:31:03,  1.74s/it]
 43%|████▎     | 8466/19900 [4:15:35<5:27:33,  1.72s/it]
 43%|████▎     | 8467/19900 [4:15:36<5:22:19,  1.69s/it]
 43%|████▎     | 8468/19900 [4:15:38<5:16:56,  1.66s/it]
 43%|████▎     | 8469/19900 [4:15:40<5:15:26,  1.66s/it]
 43%|████▎     | 8470/19900 [4:15:41<5:11:39,  1.64s/it]
 43%|████▎     | 8471/19900 [4:15:43<5:08:38,  1.62s/it]
 43%|████▎     | 8472/19900 [4:15:44<5:03:46,  1.59s/it]
 43%|████▎     | 8473/19900 [4:15:46<4:57:29,  1.56s/it]
 43%|████▎     | 8474/19900 [4:15:47<4:54:17,  1.55s/it]
 43%|████▎     | 8475/19900 [4:15:49<4:50:32,  1.53s/it]
 43%|████▎     | 8476/19900 [4:15:50<4:45:35,  1.50s/it]
 43%|████▎     | 8477/19900 [4:15:52<4:45:40,  1.50s/it]
 43%|████▎     | 8478/19900 [4:15:53<4:42:58,  1.49s/it]
 43%|████▎     | 8479/19900 [4:15:55<4:35:35,  1.45s/it]
 43%|████▎     | 8480/19900 [4:15:56<4:28:34,  1.41s/it]
 43%|████▎     | 8481/19900 [4:15:57<4:22:47,  1.38s/it]
 43%|████▎     | 8482/19900 [4:15:58<4:19:00,  1.36s/it]
 43%|████▎     | 8483/19900 [4:16:00<4:16:47,  1.35s/it]
 43%|████▎     | 8484/19900 [4:16:01<4:13:23,  1.33s/it]
 43%|████▎     | 8485/19900 [4:16:02<4:12:22,  1.33s/it]
 43%|████▎     | 8486/19900 [4:16:04<4:09:43,  1.31s/it]
 43%|████▎     | 8487/19900 [4:16:05<4:07:34,  1.30s/it]
 43%|████▎     | 8488/19900 [4:16:06<4:05:38,  1.29s/it]
 43%|████▎     | 8489/19900 [4:16:07<4:03:38,  1.28s/it]
 43%|████▎     | 8490/19900 [4:16:09<4:01:27,  1.27s/it]
 43%|████▎     | 8491/19900 [4:16:10<3:59:51,  1.26s/it]
 43%|████▎     | 8492/19900 [4:16:11<3:57:39,  1.25s/it]
 43%|████▎     | 8493/19900 [4:16:12<3:54:51,  1.24s/it]
 43%|████▎     | 8494/19900 [4:16:14<3:52:10,  1.22s/it]
 43%|████▎     | 8495/19900 [4:16:15<3:50:39,  1.21s/it]
 43%|████▎     | 8496/19900 [4:16:16<3:46:30,  1.19s/it]
 43%|████▎     | 8497/19900 [4:16:17<3:42:03,  1.17s/it]
 43%|████▎     | 8498/19900 [4:16:18<3:37:02,  1.14s/it]
 43%|████▎     | 8499/19900 [4:16:19<3:33:28,  1.12s/it]
 43%|████▎     | 8500/19900 [4:16:20<3:28:18,  1.10s/it]
                                                        

 43%|████▎     | 8500/19900 [4:16:20<3:28:18,  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.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.7530696392059326, 'eval_wer': 0.9503042596348884, 'eval_cer': 0.40742556059306456, 'eval_runtime': 125.5769, 'eval_samples_per_second': 23.555, 'eval_steps_per_second': 2.946, 'epoch': 40.2}
{'loss': 2.9917, 'learning_rate': 4.94790502793296e-05, 'epoch': 40.7}
{'loss': 3.0649, 'learning_rate': 4.906005586592179e-05, 'epoch': 41.21}
{'loss': 2.9746, 'learning_rate': 4.864106145251396e-05, 'epoch': 41.71}
{'loss': 2.9459, 'learning_rate': 4.8222067039106146e-05, 'epoch': 42.21}
{'loss': 2.9515, 'learning_rate': 4.780307262569832e-05, 'epoch': 42.71}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.97it/s]

  1%|          | 3/370 [00:00<01:01,  5.92it/s]

  1%|          | 4/370 [00:00<01:16,  4.79it/s]

  1%|▏         | 5/370 [00:00<01:20,  4.55it/s]

  2%|▏         | 6/370 [00:01<01:13,  4.96it/s]

  2%|▏         | 7/370 [00:01<01:21,  4.43it/s]

  2%|▏         | 8/370 [00:01<01:20,  4.49it/s]

  2%|▏         | 9/370 [00:01<01:21,  4.42it/s]

  3%|▎         | 10/370 [00:02<01:20,  4.46it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.45it/s]

  3%|▎         | 12/370 [00:02<01:20,  4.43it/s]

  4%|▎         | 13/370 [00:02<01:21,  4.39it/s]

  4%|▍         | 14/370 [00:03<01:24,  4.20it/s]

  4%|▍         | 15/370 [00:03<01:19,  4.46it/s]

  4%|▍         | 16/370 [00:03<01:21,  4.35it/s]

  5%|▍         | 17/370 [00:03<01:16,  4.64it/s]

  5%|▍         | 18/370 [00:03<01:13,  4.77it/s]

  5%|▌         | 19/370 [00:04<01:17,  4.53it/s]

  5%|▌         | 20/370 [00:04<01:19,  4.39it/s]

  6%|▌         | 21/370 [00:04<01:16,  4.57it/s]

  6%|▌         | 22/370 [00:04<01:12,  4.78it/s]

  6%|▌         | 23/370 [00:04<01:12,  4.81it/s]

  6%|▋         | 24/370 [00:05<01:13,  4.68it/s]

  7%|▋         | 25/370 [00:05<01:15,  4.59it/s]

  7%|▋         | 26/370 [00:05<01:11,  4.80it/s]

  7%|▋         | 27/370 [00:05<01:12,  4.72it/s]

  8%|▊         | 28/370 [00:06<01:14,  4.60it/s]

  8%|▊         | 29/370 [00:06<01:17,  4.39it/s]

  8%|▊         | 30/370 [00:06<01:17,  4.37it/s]

  8%|▊         | 31/370 [00:06<01:16,  4.45it/s]

  9%|▊         | 32/370 [00:06<01:14,  4.51it/s]

  9%|▉         | 33/370 [00:07<01:14,  4.52it/s]

  9%|▉         | 34/370 [00:07<01:13,  4.55it/s]

  9%|▉         | 35/370 [00:07<01:17,  4.33it/s]

 10%|▉         | 36/370 [00:07<01:16,  4.36it/s]

 10%|█         | 37/370 [00:08<01:12,  4.58it/s]

 10%|█         | 38/370 [00:08<01:12,  4.56it/s]

 11%|█         | 39/370 [00:08<01:09,  4.75it/s]

 11%|█         | 40/370 [00:08<01:11,  4.60it/s]

 11%|█         | 41/370 [00:08<01:09,  4.72it/s]

 11%|█▏        | 42/370 [00:09<01:12,  4.53it/s]

 12%|█▏        | 43/370 [00:09<01:12,  4.49it/s]

 12%|█▏        | 44/370 [00:09<01:10,  4.63it/s]

 12%|█▏        | 45/370 [00:09<01:17,  4.18it/s]

 12%|█▏        | 46/370 [00:10<01:14,  4.35it/s]

 13%|█▎        | 47/370 [00:10<01:19,  4.06it/s]

 13%|█▎        | 48/370 [00:10<01:22,  3.92it/s]

 13%|█▎        | 49/370 [00:10<01:16,  4.22it/s]

 14%|█▎        | 50/370 [00:10<01:08,  4.64it/s]

 14%|█▍        | 51/370 [00:11<01:12,  4.41it/s]

 14%|█▍        | 52/370 [00:11<01:09,  4.55it/s]

 14%|█▍        | 53/370 [00:11<01:13,  4.29it/s]

 15%|█▍        | 54/370 [00:11<01:11,  4.44it/s]

 15%|█▍        | 55/370 [00:12<01:14,  4.21it/s]

 15%|█▌        | 56/370 [00:12<01:14,  4.23it/s]

 15%|█▌        | 57/370 [00:12<01:07,  4.61it/s]

 16%|█▌        | 58/370 [00:12<01:13,  4.24it/s]

 16%|█▌        | 59/370 [00:13<01:12,  4.30it/s]

 16%|█▌        | 60/370 [00:13<01:08,  4.50it/s]

 16%|█▋        | 61/370 [00:13<01:08,  4.54it/s]

 17%|█▋        | 62/370 [00:13<01:09,  4.44it/s]

 17%|█▋        | 63/370 [00:13<01:05,  4.67it/s]

 17%|█▋        | 64/370 [00:14<01:10,  4.35it/s]

 18%|█▊        | 65/370 [00:14<01:09,  4.39it/s]

 18%|█▊        | 66/370 [00:14<01:06,  4.57it/s]

 18%|█▊        | 67/370 [00:14<01:12,  4.20it/s]

 18%|█▊        | 68/370 [00:15<01:14,  4.07it/s]

 19%|█▊        | 69/370 [00:15<01:07,  4.44it/s]

 19%|█▉        | 70/370 [00:15<01:05,  4.58it/s]

 19%|█▉        | 71/370 [00:15<01:08,  4.36it/s]

 19%|█▉        | 72/370 [00:15<01:02,  4.76it/s]

 20%|█▉        | 73/370 [00:16<01:02,  4.73it/s]

 20%|██        | 74/370 [00:16<01:07,  4.41it/s]

 20%|██        | 75/370 [00:16<01:09,  4.24it/s]

 21%|██        | 76/370 [00:16<01:07,  4.35it/s]

 21%|██        | 77/370 [00:17<01:03,  4.59it/s]

 21%|██        | 78/370 [00:17<01:04,  4.51it/s]

 21%|██▏       | 79/370 [00:17<01:04,  4.52it/s]

 22%|██▏       | 80/370 [00:17<01:04,  4.49it/s]

 22%|██▏       | 81/370 [00:17<01:02,  4.63it/s]

 22%|██▏       | 82/370 [00:18<01:07,  4.29it/s]

 22%|██▏       | 83/370 [00:18<01:06,  4.32it/s]

 23%|██▎       | 84/370 [00:18<01:07,  4.25it/s]

 23%|██▎       | 85/370 [00:18<01:04,  4.41it/s]

 23%|██▎       | 86/370 [00:19<01:03,  4.47it/s]

 24%|██▎       | 87/370 [00:19<01:01,  4.59it/s]

 24%|██▍       | 88/370 [00:19<01:04,  4.36it/s]

 24%|██▍       | 89/370 [00:19<01:06,  4.24it/s]

 24%|██▍       | 90/370 [00:20<01:04,  4.37it/s]

 25%|██▍       | 91/370 [00:20<01:01,  4.53it/s]

 25%|██▍       | 92/370 [00:20<01:03,  4.39it/s]

 25%|██▌       | 93/370 [00:20<01:07,  4.13it/s]

 25%|██▌       | 94/370 [00:21<01:05,  4.19it/s]

 26%|██▌       | 95/370 [00:21<01:09,  3.94it/s]

 26%|██▌       | 96/370 [00:21<01:10,  3.89it/s]

 26%|██▌       | 97/370 [00:21<01:08,  4.01it/s]

 26%|██▋       | 98/370 [00:22<01:06,  4.11it/s]

 27%|██▋       | 99/370 [00:22<01:07,  4.01it/s]

 27%|██▋       | 100/370 [00:22<01:04,  4.21it/s]

 27%|██▋       | 101/370 [00:22<01:02,  4.28it/s]

 28%|██▊       | 102/370 [00:22<01:00,  4.42it/s]

 28%|██▊       | 103/370 [00:23<00:57,  4.65it/s]

 28%|██▊       | 104/370 [00:23<01:03,  4.21it/s]

 28%|██▊       | 105/370 [00:23<01:01,  4.34it/s]

 29%|██▊       | 106/370 [00:23<01:04,  4.11it/s]

 29%|██▉       | 107/370 [00:24<01:04,  4.07it/s]

 29%|██▉       | 108/370 [00:24<01:03,  4.14it/s]

 29%|██▉       | 109/370 [00:24<01:07,  3.88it/s]

 30%|██▉       | 110/370 [00:24<01:02,  4.16it/s]

 30%|███       | 111/370 [00:25<00:59,  4.36it/s]

 30%|███       | 112/370 [00:25<00:59,  4.33it/s]

 31%|███       | 113/370 [00:25<00:58,  4.42it/s]

 31%|███       | 114/370 [00:25<00:56,  4.52it/s]

 31%|███       | 115/370 [00:26<00:59,  4.30it/s]

 31%|███▏      | 116/370 [00:26<01:01,  4.14it/s]

 32%|███▏      | 117/370 [00:26<01:03,  3.97it/s]

 32%|███▏      | 118/370 [00:26<01:02,  4.04it/s]

 32%|███▏      | 119/370 [00:27<01:00,  4.15it/s]

 32%|███▏      | 120/370 [00:27<00:57,  4.32it/s]

 33%|███▎      | 121/370 [00:27<00:56,  4.41it/s]

 33%|███▎      | 122/370 [00:27<00:56,  4.40it/s]

 33%|███▎      | 123/370 [00:27<00:54,  4.56it/s]

 34%|███▎      | 124/370 [00:28<00:49,  4.94it/s]

 34%|███▍      | 125/370 [00:28<00:52,  4.67it/s]

 34%|███▍      | 126/370 [00:28<00:52,  4.67it/s]

 34%|███▍      | 127/370 [00:28<00:54,  4.44it/s]

 35%|███▍      | 128/370 [00:28<00:55,  4.36it/s]

 35%|███▍      | 129/370 [00:29<00:59,  4.02it/s]

 35%|███▌      | 130/370 [00:29<01:00,  3.97it/s]

 35%|███▌      | 131/370 [00:29<01:02,  3.82it/s]

 36%|███▌      | 132/370 [00:30<00:57,  4.15it/s]

 36%|███▌      | 133/370 [00:30<00:55,  4.27it/s]

 36%|███▌      | 134/370 [00:30<00:55,  4.28it/s]

 36%|███▋      | 135/370 [00:30<00:55,  4.24it/s]

 37%|███▋      | 136/370 [00:30<00:54,  4.29it/s]

 37%|███▋      | 137/370 [00:31<00:54,  4.24it/s]

 37%|███▋      | 138/370 [00:31<00:54,  4.25it/s]

 38%|███▊      | 139/370 [00:31<00:52,  4.36it/s]

 38%|███▊      | 140/370 [00:31<00:50,  4.51it/s]

 38%|███▊      | 141/370 [00:32<00:54,  4.24it/s]

 38%|███▊      | 142/370 [00:32<00:55,  4.12it/s]

 39%|███▊      | 143/370 [00:32<00:53,  4.21it/s]

 39%|███▉      | 144/370 [00:32<00:55,  4.07it/s]

 39%|███▉      | 145/370 [00:33<01:00,  3.72it/s]

 39%|███▉      | 146/370 [00:33<00:56,  3.96it/s]

 40%|███▉      | 147/370 [00:33<00:55,  4.05it/s]

 40%|████      | 148/370 [00:33<00:56,  3.92it/s]

 40%|████      | 149/370 [00:34<00:53,  4.10it/s]

 41%|████      | 150/370 [00:34<00:49,  4.48it/s]

 41%|████      | 151/370 [00:34<00:46,  4.71it/s]

 41%|████      | 152/370 [00:34<00:47,  4.59it/s]

 41%|████▏     | 153/370 [00:34<00:51,  4.23it/s]

 42%|████▏     | 154/370 [00:35<00:50,  4.24it/s]

 42%|████▏     | 155/370 [00:35<00:48,  4.42it/s]

 42%|████▏     | 156/370 [00:35<00:50,  4.28it/s]

 42%|████▏     | 157/370 [00:35<00:50,  4.21it/s]

 43%|████▎     | 158/370 [00:36<00:49,  4.27it/s]

 43%|████▎     | 159/370 [00:36<00:47,  4.49it/s]

 43%|████▎     | 160/370 [00:36<00:50,  4.17it/s]

 44%|████▎     | 161/370 [00:36<00:49,  4.19it/s]

 44%|████▍     | 162/370 [00:37<00:50,  4.12it/s]

 44%|████▍     | 163/370 [00:37<00:47,  4.36it/s]

 44%|████▍     | 164/370 [00:37<00:46,  4.40it/s]

 45%|████▍     | 165/370 [00:37<00:49,  4.18it/s]

 45%|████▍     | 166/370 [00:38<00:48,  4.17it/s]

 45%|████▌     | 167/370 [00:38<00:48,  4.20it/s]

 45%|████▌     | 168/370 [00:38<00:46,  4.30it/s]

 46%|████▌     | 169/370 [00:38<00:46,  4.36it/s]

 46%|████▌     | 170/370 [00:38<00:46,  4.26it/s]

 46%|████▌     | 171/370 [00:39<00:48,  4.12it/s]

 46%|████▋     | 172/370 [00:39<00:44,  4.46it/s]

 47%|████▋     | 173/370 [00:39<00:43,  4.58it/s]

 47%|████▋     | 174/370 [00:39<00:45,  4.30it/s]

 47%|████▋     | 175/370 [00:40<00:43,  4.43it/s]

 48%|████▊     | 176/370 [00:40<00:41,  4.62it/s]

 48%|████▊     | 177/370 [00:40<00:44,  4.38it/s]

 48%|████▊     | 178/370 [00:40<00:42,  4.51it/s]

 48%|████▊     | 179/370 [00:40<00:42,  4.46it/s]

 49%|████▊     | 180/370 [00:41<00:39,  4.87it/s]

 49%|████▉     | 181/370 [00:41<00:39,  4.77it/s]

 49%|████▉     | 182/370 [00:41<00:39,  4.74it/s]

 49%|████▉     | 183/370 [00:41<00:42,  4.36it/s]

 50%|████▉     | 184/370 [00:42<00:43,  4.27it/s]

 50%|█████     | 185/370 [00:42<00:41,  4.47it/s]

 50%|█████     | 186/370 [00:42<00:41,  4.41it/s]

 51%|█████     | 187/370 [00:42<00:42,  4.28it/s]

 51%|█████     | 188/370 [00:43<00:42,  4.24it/s]

 51%|█████     | 189/370 [00:43<00:44,  4.08it/s]

 51%|█████▏    | 190/370 [00:43<00:42,  4.20it/s]

 52%|█████▏    | 191/370 [00:43<00:43,  4.09it/s]

 52%|█████▏    | 192/370 [00:44<00:44,  4.02it/s]

 52%|█████▏    | 193/370 [00:44<00:44,  4.00it/s]

 52%|█████▏    | 194/370 [00:44<00:39,  4.44it/s]

 53%|█████▎    | 195/370 [00:44<00:40,  4.30it/s]

 53%|█████▎    | 196/370 [00:44<00:39,  4.36it/s]

 53%|█████▎    | 197/370 [00:45<00:39,  4.42it/s]

 54%|█████▎    | 198/370 [00:45<00:39,  4.35it/s]

 54%|█████▍    | 199/370 [00:45<00:38,  4.43it/s]

 54%|█████▍    | 200/370 [00:45<00:39,  4.30it/s]

 54%|█████▍    | 201/370 [00:46<00:38,  4.37it/s]

 55%|█████▍    | 202/370 [00:46<00:38,  4.41it/s]

 55%|█████▍    | 203/370 [00:46<00:36,  4.51it/s]

 55%|█████▌    | 204/370 [00:46<00:39,  4.16it/s]

 55%|█████▌    | 205/370 [00:46<00:37,  4.40it/s]

 56%|█████▌    | 206/370 [00:47<00:38,  4.25it/s]

 56%|█████▌    | 207/370 [00:47<00:39,  4.18it/s]

 56%|█████▌    | 208/370 [00:47<00:42,  3.83it/s]

 56%|█████▋    | 209/370 [00:48<00:40,  3.96it/s]

 57%|█████▋    | 210/370 [00:48<00:42,  3.81it/s]

 57%|█████▋    | 211/370 [00:48<00:44,  3.55it/s]

 57%|█████▋    | 212/370 [00:48<00:42,  3.68it/s]

 58%|█████▊    | 213/370 [00:49<00:43,  3.59it/s]

 58%|█████▊    | 214/370 [00:49<00:40,  3.85it/s]

 58%|█████▊    | 215/370 [00:49<00:41,  3.70it/s]

 58%|█████▊    | 216/370 [00:49<00:40,  3.76it/s]

 59%|█████▊    | 217/370 [00:50<00:39,  3.92it/s]

 59%|█████▉    | 218/370 [00:50<00:36,  4.17it/s]

 59%|█████▉    | 219/370 [00:50<00:37,  4.05it/s]

 59%|█████▉    | 220/370 [00:50<00:37,  4.05it/s]

 60%|█████▉    | 221/370 [00:51<00:37,  3.94it/s]

 60%|██████    | 222/370 [00:51<00:36,  4.08it/s]

 60%|██████    | 223/370 [00:51<00:37,  3.90it/s]

 61%|██████    | 224/370 [00:51<00:40,  3.63it/s]

 61%|██████    | 225/370 [00:52<00:42,  3.41it/s]

 61%|██████    | 226/370 [00:52<00:40,  3.55it/s]

 61%|██████▏   | 227/370 [00:52<00:41,  3.49it/s]

 62%|██████▏   | 228/370 [00:53<00:40,  3.48it/s]

 62%|██████▏   | 229/370 [00:53<00:40,  3.47it/s]

 62%|██████▏   | 230/370 [00:53<00:40,  3.42it/s]

 62%|██████▏   | 231/370 [00:53<00:39,  3.55it/s]

 63%|██████▎   | 232/370 [00:54<00:40,  3.42it/s]

 63%|██████▎   | 233/370 [00:54<00:41,  3.33it/s]

 63%|██████▎   | 234/370 [00:54<00:39,  3.42it/s]

 64%|██████▎   | 235/370 [00:55<00:38,  3.51it/s]

 64%|██████▍   | 236/370 [00:55<00:36,  3.66it/s]

 64%|██████▍   | 237/370 [00:55<00:37,  3.59it/s]

 64%|██████▍   | 238/370 [00:55<00:36,  3.63it/s]

 65%|██████▍   | 239/370 [00:56<00:36,  3.63it/s]

 65%|██████▍   | 240/370 [00:56<00:37,  3.49it/s]

 65%|██████▌   | 241/370 [00:56<00:37,  3.46it/s]

 65%|██████▌   | 242/370 [00:57<00:36,  3.55it/s]

 66%|██████▌   | 243/370 [00:57<00:38,  3.27it/s]

 66%|██████▌   | 244/370 [00:57<00:40,  3.09it/s]

 66%|██████▌   | 245/370 [00:58<00:38,  3.24it/s]

 66%|██████▋   | 246/370 [00:58<00:36,  3.39it/s]

 67%|██████▋   | 247/370 [00:58<00:32,  3.75it/s]

 67%|██████▋   | 248/370 [00:58<00:30,  3.95it/s]

 67%|██████▋   | 249/370 [00:59<00:30,  3.95it/s]

 68%|██████▊   | 250/370 [00:59<00:31,  3.84it/s]

 68%|██████▊   | 251/370 [00:59<00:30,  3.92it/s]

 68%|██████▊   | 252/370 [01:00<00:36,  3.26it/s]

 68%|██████▊   | 253/370 [01:00<00:35,  3.34it/s]

 69%|██████▊   | 254/370 [01:00<00:34,  3.32it/s]

 69%|██████▉   | 255/370 [01:00<00:34,  3.30it/s]

 69%|██████▉   | 256/370 [01:01<00:35,  3.24it/s]

 69%|██████▉   | 257/370 [01:01<00:37,  3.04it/s]

 70%|██████▉   | 258/370 [01:01<00:36,  3.10it/s]

 70%|███████   | 259/370 [01:02<00:34,  3.18it/s]

 70%|███████   | 260/370 [01:02<00:32,  3.40it/s]

 71%|███████   | 261/370 [01:02<00:32,  3.30it/s]

 71%|███████   | 262/370 [01:03<00:32,  3.36it/s]

 71%|███████   | 263/370 [01:03<00:34,  3.09it/s]

 71%|███████▏  | 264/370 [01:03<00:34,  3.07it/s]

 72%|███████▏  | 265/370 [01:04<00:33,  3.10it/s]

 72%|███████▏  | 266/370 [01:04<00:33,  3.06it/s]

 72%|███████▏  | 267/370 [01:04<00:34,  3.01it/s]

 72%|███████▏  | 268/370 [01:05<00:33,  3.06it/s]

 73%|███████▎  | 269/370 [01:05<00:33,  3.00it/s]

 73%|███████▎  | 270/370 [01:05<00:33,  3.03it/s]

 73%|███████▎  | 271/370 [01:06<00:33,  2.97it/s]

 74%|███████▎  | 272/370 [01:06<00:30,  3.22it/s]

 74%|███████▍  | 273/370 [01:06<00:29,  3.26it/s]

 74%|███████▍  | 274/370 [01:06<00:28,  3.36it/s]

 74%|███████▍  | 275/370 [01:07<00:27,  3.42it/s]

 75%|███████▍  | 276/370 [01:07<00:27,  3.45it/s]

 75%|███████▍  | 277/370 [01:07<00:27,  3.35it/s]

 75%|███████▌  | 278/370 [01:08<00:28,  3.27it/s]

 75%|███████▌  | 279/370 [01:08<00:27,  3.28it/s]

 76%|███████▌  | 280/370 [01:08<00:27,  3.22it/s]

 76%|███████▌  | 281/370 [01:09<00:26,  3.34it/s]

 76%|███████▌  | 282/370 [01:09<00:25,  3.39it/s]

 76%|███████▋  | 283/370 [01:09<00:25,  3.40it/s]

 77%|███████▋  | 284/370 [01:09<00:26,  3.19it/s]

 77%|███████▋  | 285/370 [01:10<00:27,  3.07it/s]

 77%|███████▋  | 286/370 [01:10<00:27,  3.08it/s]

 78%|███████▊  | 287/370 [01:10<00:26,  3.19it/s]

 78%|███████▊  | 288/370 [01:11<00:24,  3.29it/s]

 78%|███████▊  | 289/370 [01:11<00:23,  3.51it/s]

 78%|███████▊  | 290/370 [01:11<00:23,  3.38it/s]

 79%|███████▊  | 291/370 [01:12<00:23,  3.36it/s]

 79%|███████▉  | 292/370 [01:12<00:22,  3.46it/s]

 79%|███████▉  | 293/370 [01:12<00:22,  3.41it/s]

 79%|███████▉  | 294/370 [01:12<00:21,  3.50it/s]

 80%|███████▉  | 295/370 [01:13<00:20,  3.60it/s]

 80%|████████  | 296/370 [01:13<00:20,  3.57it/s]

 80%|████████  | 297/370 [01:13<00:21,  3.40it/s]

 81%|████████  | 298/370 [01:14<00:22,  3.21it/s]

 81%|████████  | 299/370 [01:14<00:21,  3.32it/s]

 81%|████████  | 300/370 [01:14<00:21,  3.33it/s]

 81%|████████▏ | 301/370 [01:15<00:21,  3.19it/s]

 82%|████████▏ | 302/370 [01:15<00:20,  3.34it/s]

 82%|████████▏ | 303/370 [01:15<00:19,  3.36it/s]

 82%|████████▏ | 304/370 [01:15<00:19,  3.36it/s]

 82%|████████▏ | 305/370 [01:16<00:19,  3.28it/s]

 83%|████████▎ | 306/370 [01:16<00:19,  3.30it/s]

 83%|████████▎ | 307/370 [01:16<00:18,  3.36it/s]

 83%|████████▎ | 308/370 [01:17<00:18,  3.27it/s]

 84%|████████▎ | 309/370 [01:17<00:18,  3.34it/s]

 84%|████████▍ | 310/370 [01:17<00:18,  3.27it/s]

 84%|████████▍ | 311/370 [01:18<00:17,  3.29it/s]

 84%|████████▍ | 312/370 [01:18<00:17,  3.31it/s]

 85%|████████▍ | 313/370 [01:18<00:16,  3.40it/s]

 85%|████████▍ | 314/370 [01:18<00:15,  3.55it/s]

 85%|████████▌ | 315/370 [01:19<00:15,  3.63it/s]

 85%|████████▌ | 316/370 [01:19<00:15,  3.59it/s]

 86%|████████▌ | 317/370 [01:19<00:15,  3.47it/s]

 86%|████████▌ | 318/370 [01:20<00:15,  3.35it/s]

 86%|████████▌ | 319/370 [01:20<00:14,  3.49it/s]

 86%|████████▋ | 320/370 [01:20<00:14,  3.54it/s]

 87%|████████▋ | 321/370 [01:20<00:13,  3.55it/s]

 87%|████████▋ | 322/370 [01:21<00:13,  3.65it/s]

 87%|████████▋ | 323/370 [01:21<00:12,  3.63it/s]

 88%|████████▊ | 324/370 [01:21<00:12,  3.72it/s]

 88%|████████▊ | 325/370 [01:21<00:12,  3.66it/s]

 88%|████████▊ | 326/370 [01:22<00:12,  3.55it/s]

 88%|████████▊ | 327/370 [01:22<00:12,  3.47it/s]

 89%|████████▊ | 328/370 [01:22<00:11,  3.68it/s]

 89%|████████▉ | 329/370 [01:23<00:10,  3.73it/s]

 89%|████████▉ | 330/370 [01:23<00:11,  3.58it/s]

 89%|████████▉ | 331/370 [01:23<00:11,  3.51it/s]

 90%|████████▉ | 332/370 [01:23<00:10,  3.51it/s]

 90%|█████████ | 333/370 [01:24<00:10,  3.60it/s]

 90%|█████████ | 334/370 [01:24<00:10,  3.55it/s]

 91%|█████████ | 335/370 [01:24<00:09,  3.61it/s]

 91%|█████████ | 336/370 [01:25<00:09,  3.65it/s]

 91%|█████████ | 337/370 [01:25<00:09,  3.41it/s]

 91%|█████████▏| 338/370 [01:25<00:09,  3.37it/s]

 92%|█████████▏| 339/370 [01:25<00:09,  3.43it/s]

 92%|█████████▏| 340/370 [01:26<00:08,  3.35it/s]

 92%|█████████▏| 341/370 [01:26<00:08,  3.30it/s]

 92%|█████████▏| 342/370 [01:26<00:08,  3.44it/s]

 93%|█████████▎| 343/370 [01:27<00:07,  3.62it/s]

 93%|█████████▎| 344/370 [01:27<00:07,  3.39it/s]

 93%|█████████▎| 345/370 [01:27<00:07,  3.17it/s]

 94%|█████████▎| 346/370 [01:28<00:07,  3.12it/s]

 94%|█████████▍| 347/370 [01:28<00:07,  3.14it/s]

 94%|█████████▍| 348/370 [01:28<00:06,  3.33it/s]

 94%|█████████▍| 349/370 [01:29<00:06,  3.26it/s]

 95%|█████████▍| 350/370 [01:29<00:06,  3.32it/s]

 95%|█████████▍| 351/370 [01:29<00:05,  3.20it/s]

 95%|█████████▌| 352/370 [01:29<00:05,  3.11it/s]

 95%|█████████▌| 353/370 [01:30<00:05,  3.21it/s]

 96%|█████████▌| 354/370 [01:30<00:05,  3.01it/s]

 96%|█████████▌| 355/370 [01:30<00:04,  3.21it/s]

 96%|█████████▌| 356/370 [01:31<00:04,  3.40it/s]

 96%|█████████▋| 357/370 [01:31<00:03,  3.57it/s]

 97%|█████████▋| 358/370 [01:31<00:03,  3.80it/s]

 97%|█████████▋| 359/370 [01:31<00:02,  3.70it/s]

 97%|█████████▋| 360/370 [01:32<00:02,  3.61it/s]

 98%|█████████▊| 361/370 [01:32<00:02,  3.70it/s]

 98%|█████████▊| 362/370 [01:32<00:02,  3.75it/s]

 98%|█████████▊| 363/370 [01:32<00:01,  3.93it/s]

 98%|█████████▊| 364/370 [01:33<00:01,  3.71it/s]

 99%|█████████▊| 365/370 [01:33<00:01,  3.91it/s]

 99%|█████████▉| 366/370 [01:33<00:01,  3.89it/s]

 99%|█████████▉| 367/370 [01:33<00:00,  3.94it/s]

 99%|█████████▉| 368/370 [01:34<00:00,  3.98it/s]

100%|█████████▉| 369/370 [01:34<00:00,  3.78it/s]

100%|██████████| 370/370 [01:34<00:00,  4.00it/s]
                                                        

                                                 

 43%|████▎     | 8500/19900 [4:18:22<3:28:18,  1.10s/it]

100%|██████████| 370/370 [02:01<00:00,  4.00it/s]

                                                 Saving model checkpoint to ./checkpoint-8500
Configuration saved in ./checkpoint-8500/config.json
Model weights saved in ./checkpoint-8500/pytorch_model.bin
Configuration saved in ./checkpoint-8500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-7000] due to args.save_total_limit

 43%|████▎     | 8501/19900 [4:19:42<193:51:13, 61.22s/it]
 43%|████▎     | 8502/19900 [4:19:43<136:31:46, 43.12s/it]
 43%|████▎     | 8503/19900 [4:19:44<96:30:41, 30.49s/it] 
 43%|████▎     | 8504/19900 [4:19:45<68:28:04, 21.63s/it]
 43%|████▎     | 8505/19900 [4:19:45<48:47:32, 15.41s/it]
 43%|████▎     | 8506/19900 [4:19:48<36:26:31, 11.51s/it]
 43%|████▎     | 8507/19900 [4:19:50<27:36:17,  8.72s/it]
 43%|████▎     | 8508/19900 [4:19:52<21:11:28,  6.70s/it]
 43%|████▎     | 8509/19900 [4:19:54<16:36:22,  5.25s/it]
 43%|████▎     | 8510/19900 [4:19:56<13:21:13,  4.22s/it]
 43%|████▎     | 8511/19900 [4:19:58<11:03:16,  3.49s/it]
 43%|████▎     | 8512/19900 [4:19:59<9:25:18,  2.98s/it] 
 43%|████▎     | 8513/19900 [4:20:01<8:10:52,  2.59s/it]
 43%|████▎     | 8514/19900 [4:20:03<7:19:04,  2.31s/it]
 43%|████▎     | 8515/19900 [4:20:04<6:40:58,  2.11s/it]
 43%|████▎     | 8516/19900 [4:20:06<6:13:29,  1.97s/it]
 43%|████▎     | 8517/19900 [4:20:08<5:53:40,  1.86s/it]
 43%|████▎     | 8518/19900 [4:20:09<5:37:43,  1.78s/it]
 43%|████▎     | 8519/19900 [4:20:11<5:24:46,  1.71s/it]
 43%|████▎     | 8520/19900 [4:20:12<5:14:59,  1.66s/it]
 43%|████▎     | 8521/19900 [4:20:14<5:06:06,  1.61s/it]
 43%|████▎     | 8522/19900 [4:20:15<4:58:13,  1.57s/it]
 43%|████▎     | 8523/19900 [4:20:17<4:55:12,  1.56s/it]
 43%|████▎     | 8524/19900 [4:20:18<4:49:42,  1.53s/it]
 43%|████▎     | 8525/19900 [4:20:20<4:47:14,  1.52s/it]
 43%|████▎     | 8526/19900 [4:20:21<4:53:16,  1.55s/it]
 43%|████▎     | 8527/19900 [4:20:23<4:55:38,  1.56s/it]
 43%|████▎     | 8528/19900 [4:20:24<4:53:33,  1.55s/it]
 43%|████▎     | 8529/19900 [4:20:26<4:47:02,  1.51s/it]
 43%|████▎     | 8530/19900 [4:20:27<4:42:40,  1.49s/it]
 43%|████▎     | 8531/19900 [4:20:29<4:41:01,  1.48s/it]
 43%|████▎     | 8532/19900 [4:20:30<4:31:21,  1.43s/it]
 43%|████▎     | 8533/19900 [4:20:31<4:24:03,  1.39s/it]
 43%|████▎     | 8534/19900 [4:20:33<4:20:03,  1.37s/it]
 43%|████▎     | 8535/19900 [4:20:34<4:13:42,  1.34s/it]
 43%|████▎     | 8536/19900 [4:20:35<4:12:12,  1.33s/it]
 43%|████▎     | 8537/19900 [4:20:37<4:08:38,  1.31s/it]
 43%|████▎     | 8538/19900 [4:20:38<4:02:38,  1.28s/it]
 43%|████▎     | 8539/19900 [4:20:39<3:59:31,  1.27s/it]
 43%|████▎     | 8540/19900 [4:20:40<3:55:52,  1.25s/it]
 43%|████▎     | 8541/19900 [4:20:41<3:55:14,  1.24s/it]
 43%|████▎     | 8542/19900 [4:20:43<3:51:43,  1.22s/it]
 43%|████▎     | 8543/19900 [4:20:44<3:48:14,  1.21s/it]
 43%|████▎     | 8544/19900 [4:20:45<3:47:41,  1.20s/it]
 43%|████▎     | 8545/19900 [4:20:46<3:41:11,  1.17s/it]
 43%|████▎     | 8546/19900 [4:20:47<3:36:52,  1.15s/it]
 43%|████▎     | 8547/19900 [4:20:48<3:31:27,  1.12s/it]
 43%|████▎     | 8548/19900 [4:20:49<3:27:44,  1.10s/it]
 43%|████▎     | 8549/19900 [4:20:50<3:22:55,  1.07s/it]
 43%|████▎     | 8550/19900 [4:20:51<3:21:39,  1.07s/it]
 43%|████▎     | 8551/19900 [4:20:52<3:20:44,  1.06s/it]
 43%|████▎     | 8552/19900 [4:20:53<3:14:36,  1.03s/it]
 43%|████▎     | 8553/19900 [4:20:54<3:11:35,  1.01s/it]
 43%|████▎     | 8554/19900 [4:20:55<3:06:24,  1.01it/s]
 43%|████▎     | 8555/19900 [4:20:57<4:00:39,  1.27s/it]
 43%|████▎     | 8556/19900 [4:20:59<4:12:34,  1.34s/it]
 43%|████▎     | 8557/19900 [4:21:00<4:04:59,  1.30s/it]
 43%|████▎     | 8558/19900 [4:21:03<5:28:09,  1.74s/it]
 43%|████▎     | 8559/19900 [4:21:05<5:47:57,  1.84s/it]
 43%|████▎     | 8560/19900 [4:21:07<5:55:57,  1.88s/it]
 43%|████▎     | 8561/19900 [4:21:09<5:56:03,  1.88s/it]
 43%|████▎     | 8562/19900 [4:21:10<5:50:51,  1.86s/it]
 43%|████▎     | 8563/19900 [4:21:12<5:44:45,  1.82s/it]
 43%|████▎     | 8564/19900 [4:21:14<5:42:24,  1.81s/it]
 43%|████▎     | 8565/19900 [4:21:16<5:36:48,  1.78s/it]
 43%|████▎     | 8566/19900 [4:21:17<5:34:36,  1.77s/it]
 43%|████▎     | 8567/19900 [4:21:19<5:26:46,  1.73s/it]
 43%|████▎     | 8568/19900 [4:21:21<5:20:53,  1.70s/it]
 43%|████▎     | 8569/19900 [4:21:22<5:15:39,  1.67s/it]
 43%|████▎     | 8570/19900 [4:21:24<5:10:13,  1.64s/it]
 43%|████▎     | 8571/19900 [4:21:25<5:03:56,  1.61s/it]
 43%|████▎     | 8572/19900 [4:21:27<5:05:09,  1.62s/it]
 43%|████▎     | 8573/19900 [4:21:28<4:59:30,  1.59s/it]
 43%|████▎     | 8574/19900 [4:21:30<4:55:02,  1.56s/it]
 43%|████▎     | 8575/19900 [4:21:31<4:51:20,  1.54s/it]
 43%|████▎     | 8576/19900 [4:21:33<4:46:56,  1.52s/it]
 43%|████▎     | 8577/19900 [4:21:34<4:43:37,  1.50s/it]
 43%|████▎     | 8578/19900 [4:21:36<4:39:56,  1.48s/it]
 43%|████▎     | 8579/19900 [4:21:37<4:39:57,  1.48s/it]
 43%|████▎     | 8580/19900 [4:21:39<4:36:29,  1.47s/it]
 43%|████▎     | 8581/19900 [4:21:40<4:35:50,  1.46s/it]
 43%|████▎     | 8582/19900 [4:21:42<4:32:39,  1.45s/it]
 43%|████▎     | 8583/19900 [4:21:43<4:30:04,  1.43s/it]
 43%|████▎     | 8584/19900 [4:21:44<4:24:26,  1.40s/it]
 43%|████▎     | 8585/19900 [4:21:46<4:19:49,  1.38s/it]
 43%|████▎     | 8586/19900 [4:21:47<4:15:12,  1.35s/it]
 43%|████▎     | 8587/19900 [4:21:48<4:11:53,  1.34s/it]
 43%|████▎     | 8588/19900 [4:21:50<4:07:37,  1.31s/it]
 43%|████▎     | 8589/19900 [4:21:51<4:07:39,  1.31s/it]
 43%|████▎     | 8590/19900 [4:21:52<4:06:54,  1.31s/it]
 43%|████▎     | 8591/19900 [4:21:53<4:05:13,  1.30s/it]
 43%|████▎     | 8592/19900 [4:21:55<4:03:46,  1.29s/it]
 43%|████▎     | 8593/19900 [4:21:56<3:59:17,  1.27s/it]
 43%|████▎     | 8594/19900 [4:21:57<3:54:22,  1.24s/it]
 43%|████▎     | 8595/19900 [4:21:58<3:50:13,  1.22s/it]
 43%|████▎     | 8596/19900 [4:21:59<3:47:15,  1.21s/it]
 43%|████▎     | 8597/19900 [4:22:01<3:44:50,  1.19s/it]
 43%|████▎     | 8598/19900 [4:22:02<3:39:01,  1.16s/it]
 43%|████▎     | 8599/19900 [4:22:03<3:34:41,  1.14s/it]
 43%|████▎     | 8600/19900 [4:22:04<3:31:10,  1.12s/it]
                                                        

 43%|████▎     | 8600/19900 [4:22:04<3:31:10,  1.12s/it]
 43%|████▎     | 8601/19900 [4:22:05<3:25:44,  1.09s/it]
 43%|████▎     | 8602/19900 [4:22:06<3:20:03,  1.06s/it]
 43%|████▎     | 8603/19900 [4:22:07<3:16:20,  1.04s/it]
 43%|████▎     | 8604/19900 [4:22:08<3:15:42,  1.04s/it]
 43%|████▎     | 8605/19900 [4:22:09<3:10:32,  1.01s/it]
 43%|████▎     | 8606/19900 [4:22:10<3:01:41,  1.04it/s]
 43%|████▎     | 8607/19900 [4:22:12<4:21:15,  1.39s/it]
 43%|████▎     | 8608/19900 [4:22:14<5:07:19,  1.63s/it]
 43%|████▎     | 8609/19900 [4:22:16<5:34:53,  1.78s/it]
 43%|████▎     | 8610/19900 [4:22:18<5:40:22,  1.81s/it]
 43%|████▎     | 8611/19900 [4:22:20<5:42:35,  1.82s/it]
 43%|████▎     | 8612/19900 [4:22:22<5:44:40,  1.83s/it]
 43%|████▎     | 8613/19900 [4:22:24<5:42:59,  1.82s/it]
 43%|████▎     | 8614/19900 [4:22:26<5:36:42,  1.79s/it]
 43%|████▎     | 8615/19900 [4:22:27<5:30:43,  1.76s/it]
 43%|████▎     | 8616/19900 [4:22:29<5:26:49,  1.74s/it]
 43%|████▎     | 8617/19900 [4:22:31<5:21:59,  1.71s/it]
 43%|████▎     | 8618/19900 [4:22:32<5:18:43,  1.70s/it]
 43%|████▎     | 8619/19900 [4:22:34<5:12:46,  1.66s/it]
 43%|████▎     | 8620/19900 [4:22:35<5:09:10,  1.64s/it]
 43%|████▎     | 8621/19900 [4:22:37<5:05:24,  1.62s/it]
 43%|████▎     | 8622/19900 [4:22:38<4:59:44,  1.59s/it]
 43%|████▎     | 8623/19900 [4:22:40<4:54:55,  1.57s/it]
 43%|████▎     | 8624/19900 [4:22:41<4:50:15,  1.54s/it]
 43%|████▎     | 8625/19900 [4:22:43<4:45:21,  1.52s/it]
 43%|████▎     | 8626/19900 [4:22:44<4:40:50,  1.49s/it]
 43%|████▎     | 8627/19900 [4:22:46<4:40:32,  1.49s/it]
 43%|████▎     | 8628/19900 [4:22:47<4:40:31,  1.49s/it]
 43%|████▎     | 8629/19900 [4:22:49<4:34:00,  1.46s/it]
 43%|████▎     | 8630/19900 [4:22:50<4:31:56,  1.45s/it]
 43%|████▎     | 8631/19900 [4:22:52<4:33:00,  1.45s/it]
 43%|████▎     | 8632/19900 [4:22:53<4:30:29,  1.44s/it]
 43%|████▎     | 8633/19900 [4:22:54<4:25:58,  1.42s/it]
 43%|████▎     | 8634/19900 [4:22:56<4:19:22,  1.38s/it]
 43%|████▎     | 8635/19900 [4:22:57<4:14:37,  1.36s/it]
 43%|████▎     | 8636/19900 [4:22:58<4:09:32,  1.33s/it]
 43%|████▎     | 8637/19900 [4:22:59<4:03:44,  1.30s/it]
 43%|████▎     | 8638/19900 [4:23:01<4:06:26,  1.31s/it]
 43%|████▎     | 8639/19900 [4:23:02<4:03:26,  1.30s/it]
 43%|████▎     | 8640/19900 [4:23:03<4:01:40,  1.29s/it]
 43%|████▎     | 8641/19900 [4:23:05<3:59:45,  1.28s/it]
 43%|████▎     | 8642/19900 [4:23:06<3:56:09,  1.26s/it]
 43%|████▎     | 8643/19900 [4:23:07<3:51:28,  1.23s/it]
 43%|████▎     | 8644/19900 [4:23:08<3:50:51,  1.23s/it]
 43%|████▎     | 8645/19900 [4:23:09<3:48:53,  1.22s/it]
 43%|████▎     | 8646/19900 [4:23:11<3:47:18,  1.21s/it]
 43%|████▎     | 8647/19900 [4:23:12<3:47:47,  1.21s/it]
 43%|████▎     | 8648/19900 [4:23:13<3:40:46,  1.18s/it]
 43%|████▎     | 8649/19900 [4:23:14<3:38:13,  1.16s/it]
 43%|████▎     | 8650/19900 [4:23:15<3:32:54,  1.14s/it]
 43%|████▎     | 8651/19900 [4:23:16<3:30:30,  1.12s/it]
 43%|████▎     | 8652/19900 [4:23:17<3:25:48,  1.10s/it]
 43%|████▎     | 8653/19900 [4:23:18<3:24:35,  1.09s/it]
 43%|████▎     | 8654/19900 [4:23:19<3:23:00,  1.08s/it]
 43%|████▎     | 8655/19900 [4:23:20<3:14:40,  1.04s/it]
 43%|████▎     | 8656/19900 [4:23:23<4:30:07,  1.44s/it]
 44%|████▎     | 8657/19900 [4:23:25<5:09:38,  1.65s/it]
 44%|████▎     | 8658/19900 [4:23:27<5:24:16,  1.73s/it]
 44%|████▎     | 8659/19900 [4:23:29<5:33:22,  1.78s/it]
 44%|████▎     | 8660/19900 [4:23:31<5:36:10,  1.79s/it]
 44%|████▎     | 8661/19900 [4:23:32<5:33:38,  1.78s/it]
 44%|████▎     | 8662/19900 [4:23:34<5:29:37,  1.76s/it]
 44%|████▎     | 8663/19900 [4:23:36<5:30:54,  1.77s/it]
 44%|████▎     | 8664/19900 [4:23:37<5:24:57,  1.74s/it]
 44%|████▎     | 8665/19900 [4:23:39<5:26:13,  1.74s/it]
 44%|████▎     | 8666/19900 [4:23:41<5:22:59,  1.73s/it]
 44%|████▎     | 8667/19900 [4:23:42<5:16:26,  1.69s/it]
 44%|████▎     | 8668/19900 [4:23:44<5:12:22,  1.67s/it]
 44%|████▎     | 8669/19900 [4:23:46<5:05:24,  1.63s/it]
 44%|████▎     | 8670/19900 [4:23:47<5:00:26,  1.61s/it]
 44%|████▎     | 8671/19900 [4:23:49<4:54:57,  1.58s/it]
 44%|████▎     | 8672/19900 [4:23:50<4:51:18,  1.56s/it]
 44%|████▎     | 8673/19900 [4:23:52<4:45:44,  1.53s/it]
 44%|████▎     | 8674/19900 [4:23:53<4:41:15,  1.50s/it]
 44%|████▎     | 8675/19900 [4:23:55<4:41:05,  1.50s/it]
 44%|████▎     | 8676/19900 [4:23:56<4:43:22,  1.51s/it]
 44%|████▎     | 8677/19900 [4:23:58<4:36:10,  1.48s/it]
 44%|████▎     | 8678/19900 [4:23:59<4:31:43,  1.45s/it]
 44%|████▎     | 8679/19900 [4:24:00<4:30:42,  1.45s/it]
 44%|████▎     | 8680/19900 [4:24:02<4:27:10,  1.43s/it]
 44%|████▎     | 8681/19900 [4:24:03<4:25:15,  1.42s/it]
 44%|████▎     | 8682/19900 [4:24:04<4:21:37,  1.40s/it]
 44%|████▎     | 8683/19900 [4:24:06<4:19:41,  1.39s/it]
 44%|████▎     | 8684/19900 [4:24:07<4:15:44,  1.37s/it]
 44%|████▎     | 8685/19900 [4:24:08<4:11:19,  1.34s/it]
 44%|████▎     | 8686/19900 [4:24:10<4:13:47,  1.36s/it]
 44%|████▎     | 8687/19900 [4:24:11<4:10:54,  1.34s/it]
 44%|████▎     | 8688/19900 [4:24:12<4:05:46,  1.32s/it]
 44%|████▎     | 8689/19900 [4:24:14<4:04:29,  1.31s/it]
 44%|████▎     | 8690/19900 [4:24:15<3:59:12,  1.28s/it]
 44%|████▎     | 8691/19900 [4:24:16<4:00:32,  1.29s/it]
 44%|████▎     | 8692/19900 [4:24:17<3:55:48,  1.26s/it]
 44%|████▎     | 8693/19900 [4:24:19<3:47:52,  1.22s/it]
 44%|████▎     | 8694/19900 [4:24:20<3:43:22,  1.20s/it]
 44%|████▎     | 8695/19900 [4:24:21<3:41:07,  1.18s/it]
 44%|████▎     | 8696/19900 [4:24:22<3:42:21,  1.19s/it]
 44%|████▎     | 8697/19900 [4:24:23<3:45:47,  1.21s/it]
 44%|████▎     | 8698/19900 [4:24:24<3:40:45,  1.18s/it]
 44%|████▎     | 8699/19900 [4:24:26<3:36:31,  1.16s/it]
 44%|████▎     | 8700/19900 [4:24:27<3:28:54,  1.12s/it]
                                                        

 44%|████▎     | 8700/19900 [4:24:27<3:28:54,  1.12s/it]
 44%|████▎     | 8701/19900 [4:24:28<3:24:39,  1.10s/it]
 44%|████▎     | 8702/19900 [4:24:29<3:20:00,  1.07s/it]
 44%|████▎     | 8703/19900 [4:24:30<3:14:31,  1.04s/it]
 44%|████▎     | 8704/19900 [4:24:30<3:06:19,  1.00it/s]
 44%|████▎     | 8705/19900 [4:24:33<4:20:52,  1.40s/it]
 44%|████▎     | 8706/19900 [4:24:35<5:07:22,  1.65s/it]
 44%|████▍     | 8707/19900 [4:24:37<5:27:51,  1.76s/it]
 44%|████▍     | 8708/19900 [4:24:39<5:33:51,  1.79s/it]
 44%|████▍     | 8709/19900 [4:24:41<5:35:45,  1.80s/it]
 44%|████▍     | 8710/19900 [4:24:43<5:36:31,  1.80s/it]
 44%|████▍     | 8711/19900 [4:24:44<5:38:49,  1.82s/it]
 44%|████▍     | 8712/19900 [4:24:46<5:31:15,  1.78s/it]
 44%|████▍     | 8713/19900 [4:24:48<5:28:09,  1.76s/it]
 44%|████▍     | 8714/19900 [4:24:49<5:21:04,  1.72s/it]
 44%|████▍     | 8715/19900 [4:24:51<5:27:41,  1.76s/it]
 44%|████▍     | 8716/19900 [4:24:53<5:20:01,  1.72s/it]
 44%|████▍     | 8717/19900 [4:24:54<5:10:43,  1.67s/it]
 44%|████▍     | 8718/19900 [4:24:56<5:02:36,  1.62s/it]
 44%|████▍     | 8719/19900 [4:24:58<4:56:28,  1.59s/it]
 44%|████▍     | 8720/19900 [4:24:59<4:51:01,  1.56s/it]
 44%|████▍     | 8721/19900 [4:25:01<4:49:20,  1.55s/it]
 44%|████▍     | 8722/19900 [4:25:02<4:50:48,  1.56s/it]
 44%|████▍     | 8723/19900 [4:25:04<4:45:17,  1.53s/it]
 44%|████▍     | 8724/19900 [4:25:05<4:45:57,  1.54s/it]
 44%|████▍     | 8725/19900 [4:25:07<4:40:14,  1.50s/it]
 44%|████▍     | 8726/19900 [4:25:08<4:35:45,  1.48s/it]
 44%|████▍     | 8727/19900 [4:25:09<4:34:57,  1.48s/it]
 44%|████▍     | 8728/19900 [4:25:11<4:32:53,  1.47s/it]
 44%|████▍     | 8729/19900 [4:25:12<4:30:47,  1.45s/it]
 44%|████▍     | 8730/19900 [4:25:14<4:26:00,  1.43s/it]
 44%|████▍     | 8731/19900 [4:25:15<4:19:02,  1.39s/it]
 44%|████▍     | 8732/19900 [4:25:16<4:14:18,  1.37s/it]
 44%|████▍     | 8733/19900 [4:25:18<4:12:20,  1.36s/it]
 44%|████▍     | 8734/19900 [4:25:19<4:07:08,  1.33s/it]
 44%|████▍     | 8735/19900 [4:25:20<4:07:25,  1.33s/it]
 44%|████▍     | 8736/19900 [4:25:21<4:04:29,  1.31s/it]
 44%|████▍     | 8737/19900 [4:25:23<3:59:53,  1.29s/it]
 44%|████▍     | 8738/19900 [4:25:24<3:58:43,  1.28s/it]
 44%|████▍     | 8739/19900 [4:25:25<3:57:07,  1.27s/it]
 44%|████▍     | 8740/19900 [4:25:26<3:55:22,  1.27s/it]
 44%|████▍     | 8741/19900 [4:25:28<4:00:34,  1.29s/it]
 44%|████▍     | 8742/19900 [4:25:29<3:55:14,  1.26s/it]
 44%|████▍     | 8743/19900 [4:25:30<3:52:05,  1.25s/it]
 44%|████▍     | 8744/19900 [4:25:31<3:46:39,  1.22s/it]
 44%|████▍     | 8745/19900 [4:25:32<3:38:52,  1.18s/it]
 44%|████▍     | 8746/19900 [4:25:34<3:33:57,  1.15s/it]
 44%|████▍     | 8747/19900 [4:25:35<3:30:01,  1.13s/it]
 44%|████▍     | 8748/19900 [4:25:36<3:24:04,  1.10s/it]
 44%|████▍     | 8749/19900 [4:25:37<3:18:46,  1.07s/it]
 44%|████▍     | 8750/19900 [4:25:38<3:13:57,  1.04s/it]
 44%|████▍     | 8751/19900 [4:25:39<3:08:38,  1.02s/it]
 44%|████▍     | 8752/19900 [4:25:40<3:05:24,  1.00it/s]
 44%|████▍     | 8753/19900 [4:25:40<2:58:17,  1.04it/s]
 44%|████▍     | 8754/19900 [4:25:42<3:51:17,  1.25s/it]
 44%|████▍     | 8755/19900 [4:25:44<4:03:24,  1.31s/it]
 44%|████▍     | 8756/19900 [4:25:45<3:56:01,  1.27s/it]
 44%|████▍     | 8757/19900 [4:25:48<5:18:32,  1.72s/it]
 44%|████▍     | 8758/19900 [4:25:50<5:36:55,  1.81s/it]
 44%|████▍     | 8759/19900 [4:25:52<5:45:53,  1.86s/it]
 44%|████▍     | 8760/19900 [4:25:54<5:50:44,  1.89s/it]
 44%|████▍     | 8761/19900 [4:25:56<5:47:18,  1.87s/it]
 44%|████▍     | 8762/19900 [4:25:57<5:44:24,  1.86s/it]
 44%|████▍     | 8763/19900 [4:25:59<5:40:03,  1.83s/it]
 44%|████▍     | 8764/19900 [4:26:01<5:37:48,  1.82s/it]
 44%|████▍     | 8765/19900 [4:26:03<5:28:00,  1.77s/it]
 44%|████▍     | 8766/19900 [4:26:04<5:23:55,  1.75s/it]
 44%|████▍     | 8767/19900 [4:26:06<5:17:52,  1.71s/it]
 44%|████▍     | 8768/19900 [4:26:08<5:18:51,  1.72s/it]
 44%|████▍     | 8769/19900 [4:26:09<5:15:57,  1.70s/it]
 44%|████▍     | 8770/19900 [4:26:11<5:06:44,  1.65s/it]
 44%|████▍     | 8771/19900 [4:26:12<4:59:34,  1.62s/it]
 44%|████▍     | 8772/19900 [4:26:14<4:53:00,  1.58s/it]
 44%|████▍     | 8773/19900 [4:26:15<4:54:33,  1.59s/it]
 44%|████▍     | 8774/19900 [4:26:17<5:00:19,  1.62s/it]
 44%|████▍     | 8775/19900 [4:26:19<4:52:43,  1.58s/it]
 44%|████▍     | 8776/19900 [4:26:20<4:49:08,  1.56s/it]
 44%|████▍     | 8777/19900 [4:26:22<4:42:03,  1.52s/it]
 44%|████▍     | 8778/19900 [4:26:23<4:38:31,  1.50s/it]
 44%|████▍     | 8779/19900 [4:26:25<4:34:37,  1.48s/it]
 44%|████▍     | 8780/19900 [4:26:26<4:35:08,  1.48s/it]
 44%|████▍     | 8781/19900 [4:26:28<4:37:17,  1.50s/it]
 44%|████▍     | 8782/19900 [4:26:29<4:30:48,  1.46s/it]
 44%|████▍     | 8783/19900 [4:26:30<4:24:11,  1.43s/it]
 44%|████▍     | 8784/19900 [4:26:32<4:19:33,  1.40s/it]
 44%|████▍     | 8785/19900 [4:26:33<4:12:42,  1.36s/it]
 44%|████▍     | 8786/19900 [4:26:34<4:12:31,  1.36s/it]
 44%|████▍     | 8787/19900 [4:26:36<4:10:28,  1.35s/it]
 44%|████▍     | 8788/19900 [4:26:37<4:06:18,  1.33s/it]
 44%|████▍     | 8789/19900 [4:26:38<4:05:39,  1.33s/it]
 44%|████▍     | 8790/19900 [4:26:39<3:59:23,  1.29s/it]
 44%|████▍     | 8791/19900 [4:26:41<4:06:28,  1.33s/it]
 44%|████▍     | 8792/19900 [4:26:42<3:59:00,  1.29s/it]
 44%|████▍     | 8793/19900 [4:26:43<3:54:05,  1.26s/it]
 44%|████▍     | 8794/19900 [4:26:44<3:51:47,  1.25s/it]
 44%|████▍     | 8795/19900 [4:26:46<3:47:46,  1.23s/it]
 44%|████▍     | 8796/19900 [4:26:47<3:43:37,  1.21s/it]
 44%|████▍     | 8797/19900 [4:26:48<3:40:30,  1.19s/it]
 44%|████▍     | 8798/19900 [4:26:49<3:38:20,  1.18s/it]
 44%|████▍     | 8799/19900 [4:26:50<3:31:08,  1.14s/it]
 44%|████▍     | 8800/19900 [4:26:51<3:24:54,  1.11s/it]
                                                        

 44%|████▍     | 8800/19900 [4:26:51<3:24:54,  1.11s/it]
 44%|████▍     | 8801/19900 [4:26:52<3:21:38,  1.09s/it]
 44%|████▍     | 8802/19900 [4:26:53<3:19:29,  1.08s/it]
 44%|████▍     | 8803/19900 [4:26:54<3:14:15,  1.05s/it]
 44%|████▍     | 8804/19900 [4:26:55<3:11:18,  1.03s/it]
 44%|████▍     | 8805/19900 [4:26:56<3:10:22,  1.03s/it]
 44%|████▍     | 8806/19900 [4:26:59<4:29:28,  1.46s/it]
 44%|████▍     | 8807/19900 [4:27:01<5:08:37,  1.67s/it]
 44%|████▍     | 8808/19900 [4:27:03<5:33:00,  1.80s/it]
 44%|████▍     | 8809/19900 [4:27:05<5:42:40,  1.85s/it]
 44%|████▍     | 8810/19900 [4:27:07<5:41:53,  1.85s/it]
 44%|████▍     | 8811/19900 [4:27:09<5:41:11,  1.85s/it]
 44%|████▍     | 8812/19900 [4:27:10<5:38:59,  1.83s/it]
 44%|████▍     | 8813/19900 [4:27:12<5:35:20,  1.81s/it]
 44%|████▍     | 8814/19900 [4:27:14<5:25:46,  1.76s/it]
 44%|████▍     | 8815/19900 [4:27:15<5:19:17,  1.73s/it]
 44%|████▍     | 8816/19900 [4:27:17<5:14:50,  1.70s/it]
 44%|████▍     | 8817/19900 [4:27:19<5:11:08,  1.68s/it]
 44%|████▍     | 8818/19900 [4:27:20<5:08:50,  1.67s/it]
 44%|████▍     | 8819/19900 [4:27:22<5:04:27,  1.65s/it]
 44%|████▍     | 8820/19900 [4:27:24<5:01:12,  1.63s/it]
 44%|████▍     | 8821/19900 [4:27:25<5:03:12,  1.64s/it]
 44%|████▍     | 8822/19900 [4:27:27<4:57:29,  1.61s/it]
 44%|████▍     | 8823/19900 [4:27:28<4:49:56,  1.57s/it]
 44%|████▍     | 8824/19900 [4:27:30<4:43:17,  1.53s/it]
 44%|████▍     | 8825/19900 [4:27:31<4:38:10,  1.51s/it]
 44%|████▍     | 8826/19900 [4:27:33<4:35:27,  1.49s/it]
 44%|████▍     | 8827/19900 [4:27:34<4:34:44,  1.49s/it]
 44%|████▍     | 8828/19900 [4:27:36<4:31:55,  1.47s/it]
 44%|████▍     | 8829/19900 [4:27:37<4:26:38,  1.45s/it]
 44%|████▍     | 8830/19900 [4:27:38<4:27:06,  1.45s/it]
 44%|████▍     | 8831/19900 [4:27:40<4:26:15,  1.44s/it]
 44%|████▍     | 8832/19900 [4:27:41<4:19:16,  1.41s/it]
 44%|████▍     | 8833/19900 [4:27:42<4:13:41,  1.38s/it]
 44%|████▍     | 8834/19900 [4:27:44<4:11:46,  1.37s/it]
 44%|████▍     | 8835/19900 [4:27:45<4:07:08,  1.34s/it]
 44%|████▍     | 8836/19900 [4:27:46<4:03:45,  1.32s/it]
 44%|████▍     | 8837/19900 [4:27:48<4:02:42,  1.32s/it]
 44%|████▍     | 8838/19900 [4:27:49<4:02:03,  1.31s/it]
 44%|████▍     | 8839/19900 [4:27:50<3:57:48,  1.29s/it]
 44%|████▍     | 8840/19900 [4:27:51<3:57:47,  1.29s/it]
 44%|████▍     | 8841/19900 [4:27:53<3:54:11,  1.27s/it]
 44%|████▍     | 8842/19900 [4:27:54<3:51:16,  1.25s/it]
 44%|████▍     | 8843/19900 [4:27:55<3:47:19,  1.23s/it]
 44%|████▍     | 8844/19900 [4:27:56<3:43:57,  1.22s/it]
 44%|████▍     | 8845/19900 [4:27:57<3:40:51,  1.20s/it]
 44%|████▍     | 8846/19900 [4:27:59<3:37:50,  1.18s/it]
 44%|████▍     | 8847/19900 [4:28:00<3:35:21,  1.17s/it]
 44%|████▍     | 8848/19900 [4:28:01<3:29:07,  1.14s/it]
 44%|████▍     | 8849/19900 [4:28:02<3:24:24,  1.11s/it]
 44%|████▍     | 8850/19900 [4:28:03<3:21:42,  1.10s/it]
 44%|████▍     | 8851/19900 [4:28:04<3:18:19,  1.08s/it]
 44%|████▍     | 8852/19900 [4:28:05<3:12:07,  1.04s/it]
 44%|████▍     | 8853/19900 [4:28:06<3:05:56,  1.01s/it]
 44%|████▍     | 8854/19900 [4:28:07<2:59:41,  1.02it/s]
 44%|████▍     | 8855/19900 [4:28:09<4:25:28,  1.44s/it]
 45%|████▍     | 8856/19900 [4:28:11<5:02:01,  1.64s/it]
 45%|████▍     | 8857/19900 [4:28:13<5:20:42,  1.74s/it]
 45%|████▍     | 8858/19900 [4:28:15<5:28:54,  1.79s/it]
 45%|████▍     | 8859/19900 [4:28:17<5:29:22,  1.79s/it]
 45%|████▍     | 8860/19900 [4:28:19<5:26:57,  1.78s/it]
 45%|████▍     | 8861/19900 [4:28:20<5:21:41,  1.75s/it]
 45%|████▍     | 8862/19900 [4:28:22<5:25:29,  1.77s/it]
 45%|████▍     | 8863/19900 [4:28:24<5:18:28,  1.73s/it]
 45%|████▍     | 8864/19900 [4:28:26<5:15:10,  1.71s/it]
 45%|████▍     | 8865/19900 [4:28:27<5:12:01,  1.70s/it]
 45%|████▍     | 8866/19900 [4:28:29<5:11:58,  1.70s/it]
 45%|████▍     | 8867/19900 [4:28:30<5:05:09,  1.66s/it]
 45%|████▍     | 8868/19900 [4:28:32<5:00:07,  1.63s/it]
 45%|████▍     | 8869/19900 [4:28:34<4:55:03,  1.60s/it]
 45%|████▍     | 8870/19900 [4:28:35<4:50:31,  1.58s/it]
 45%|████▍     | 8871/19900 [4:28:37<4:47:31,  1.56s/it]
 45%|████▍     | 8872/19900 [4:28:38<4:45:57,  1.56s/it]
 45%|████▍     | 8873/19900 [4:28:40<4:44:12,  1.55s/it]
 45%|████▍     | 8874/19900 [4:28:41<4:39:41,  1.52s/it]
 45%|████▍     | 8875/19900 [4:28:43<4:37:52,  1.51s/it]
 45%|████▍     | 8876/19900 [4:28:44<4:34:55,  1.50s/it]
 45%|████▍     | 8877/19900 [4:28:46<4:30:44,  1.47s/it]
 45%|████▍     | 8878/19900 [4:28:47<4:25:59,  1.45s/it]
 45%|████▍     | 8879/19900 [4:28:48<4:22:39,  1.43s/it]
 45%|████▍     | 8880/19900 [4:28:50<4:15:49,  1.39s/it]
 45%|████▍     | 8881/19900 [4:28:51<4:11:30,  1.37s/it]
 45%|████▍     | 8882/19900 [4:28:52<4:09:23,  1.36s/it]
 45%|████▍     | 8883/19900 [4:28:54<4:03:56,  1.33s/it]
 45%|████▍     | 8884/19900 [4:28:55<4:03:16,  1.33s/it]
 45%|████▍     | 8885/19900 [4:28:56<4:02:06,  1.32s/it]
 45%|████▍     | 8886/19900 [4:28:57<3:58:16,  1.30s/it]
 45%|████▍     | 8887/19900 [4:28:59<3:55:05,  1.28s/it]
 45%|████▍     | 8888/19900 [4:29:00<3:54:19,  1.28s/it]
 45%|████▍     | 8889/19900 [4:29:01<3:51:05,  1.26s/it]
 45%|████▍     | 8890/19900 [4:29:02<3:48:36,  1.25s/it]
 45%|████▍     | 8891/19900 [4:29:04<3:44:11,  1.22s/it]
 45%|████▍     | 8892/19900 [4:29:05<3:41:04,  1.21s/it]
 45%|████▍     | 8893/19900 [4:29:06<3:39:10,  1.19s/it]
 45%|████▍     | 8894/19900 [4:29:07<3:37:59,  1.19s/it]
 45%|████▍     | 8895/19900 [4:29:08<3:34:34,  1.17s/it]
 45%|████▍     | 8896/19900 [4:29:09<3:31:25,  1.15s/it]
 45%|████▍     | 8897/19900 [4:29:10<3:26:21,  1.13s/it]
 45%|████▍     | 8898/19900 [4:29:11<3:23:52,  1.11s/it]
 45%|████▍     | 8899/19900 [4:29:12<3:20:31,  1.09s/it]
 45%|████▍     | 8900/19900 [4:29:14<3:20:26,  1.09s/it]
                                                        

 45%|████▍     | 8900/19900 [4:29:14<3:20:26,  1.09s/it]
 45%|████▍     | 8901/19900 [4:29:15<3:20:02,  1.09s/it]
 45%|████▍     | 8902/19900 [4:29:16<3:12:46,  1.05s/it]
 45%|████▍     | 8903/19900 [4:29:17<3:09:24,  1.03s/it]
 45%|████▍     | 8904/19900 [4:29:19<4:24:31,  1.44s/it]
 45%|████▍     | 8905/19900 [4:29:21<5:00:38,  1.64s/it]
 45%|████▍     | 8906/19900 [4:29:23<5:19:27,  1.74s/it]
 45%|████▍     | 8907/19900 [4:29:25<5:32:10,  1.81s/it]
 45%|████▍     | 8908/19900 [4:29:27<5:35:38,  1.83s/it]
 45%|████▍     | 8909/19900 [4:29:29<5:35:22,  1.83s/it]
 45%|████▍     | 8910/19900 [4:29:31<5:33:47,  1.82s/it]
 45%|████▍     | 8911/19900 [4:29:32<5:22:49,  1.76s/it]
 45%|████▍     | 8912/19900 [4:29:34<5:22:16,  1.76s/it]
 45%|████▍     | 8913/19900 [4:29:36<5:22:01,  1.76s/it]
 45%|████▍     | 8914/19900 [4:29:37<5:17:07,  1.73s/it]
 45%|████▍     | 8915/19900 [4:29:39<5:17:50,  1.74s/it]
 45%|████▍     | 8916/19900 [4:29:41<5:09:20,  1.69s/it]
 45%|████▍     | 8917/19900 [4:29:42<5:02:33,  1.65s/it]
 45%|████▍     | 8918/19900 [4:29:44<5:03:44,  1.66s/it]
 45%|████▍     | 8919/19900 [4:29:46<4:59:21,  1.64s/it]
 45%|████▍     | 8920/19900 [4:29:47<4:54:45,  1.61s/it]
 45%|████▍     | 8921/19900 [4:29:49<4:49:32,  1.58s/it]
 45%|████▍     | 8922/19900 [4:29:50<4:47:10,  1.57s/it]
 45%|████▍     | 8923/19900 [4:29:52<4:43:57,  1.55s/it]
 45%|████▍     | 8924/19900 [4:29:53<4:40:07,  1.53s/it]
 45%|████▍     | 8925/19900 [4:29:55<4:38:12,  1.52s/it]
 45%|████▍     | 8926/19900 [4:29:56<4:34:54,  1.50s/it]
 45%|████▍     | 8927/19900 [4:29:58<4:32:39,  1.49s/it]
 45%|████▍     | 8928/19900 [4:29:59<4:31:50,  1.49s/it]
 45%|████▍     | 8929/19900 [4:30:00<4:28:00,  1.47s/it]
 45%|████▍     | 8930/19900 [4:30:02<4:21:55,  1.43s/it]
 45%|████▍     | 8931/19900 [4:30:03<4:15:38,  1.40s/it]
 45%|████▍     | 8932/19900 [4:30:04<4:10:07,  1.37s/it]
 45%|████▍     | 8933/19900 [4:30:06<4:01:55,  1.32s/it]
 45%|████▍     | 8934/19900 [4:30:07<3:59:32,  1.31s/it]
 45%|████▍     | 8935/19900 [4:30:08<3:58:13,  1.30s/it]
 45%|████▍     | 8936/19900 [4:30:09<3:54:43,  1.28s/it]
 45%|████▍     | 8937/19900 [4:30:11<3:54:35,  1.28s/it]
 45%|████▍     | 8938/19900 [4:30:12<3:51:00,  1.26s/it]
 45%|████▍     | 8939/19900 [4:30:13<3:47:49,  1.25s/it]
 45%|████▍     | 8940/19900 [4:30:14<3:45:29,  1.23s/it]
 45%|████▍     | 8941/19900 [4:30:16<3:47:32,  1.25s/it]
 45%|████▍     | 8942/19900 [4:30:17<3:46:36,  1.24s/it]
 45%|████▍     | 8943/19900 [4:30:18<3:43:17,  1.22s/it]
 45%|████▍     | 8944/19900 [4:30:19<3:41:15,  1.21s/it]
 45%|████▍     | 8945/19900 [4:30:20<3:35:03,  1.18s/it]
 45%|████▍     | 8946/19900 [4:30:21<3:27:58,  1.14s/it]
 45%|████▍     | 8947/19900 [4:30:22<3:22:53,  1.11s/it]
 45%|████▍     | 8948/19900 [4:30:23<3:17:54,  1.08s/it]
 45%|████▍     | 8949/19900 [4:30:24<3:14:12,  1.06s/it]
 45%|████▍     | 8950/19900 [4:30:25<3:13:22,  1.06s/it]
 45%|████▍     | 8951/19900 [4:30:26<3:08:09,  1.03s/it]
 45%|████▍     | 8952/19900 [4:30:27<3:01:40,  1.00it/s]
 45%|████▍     | 8953/19900 [4:30:29<3:47:47,  1.25s/it]
 45%|████▍     | 8954/19900 [4:30:31<3:57:41,  1.30s/it]
 45%|████▌     | 8955/19900 [4:30:32<3:50:06,  1.26s/it]
 45%|████▌     | 8956/19900 [4:30:35<5:10:48,  1.70s/it]
 45%|████▌     | 8957/19900 [4:30:37<5:31:49,  1.82s/it]
 45%|████▌     | 8958/19900 [4:30:39<5:40:07,  1.87s/it]
 45%|████▌     | 8959/19900 [4:30:41<5:42:48,  1.88s/it]
 45%|████▌     | 8960/19900 [4:30:42<5:42:07,  1.88s/it]
 45%|████▌     | 8961/19900 [4:30:44<5:39:19,  1.86s/it]
 45%|████▌     | 8962/19900 [4:30:46<5:35:38,  1.84s/it]
 45%|████▌     | 8963/19900 [4:30:48<5:31:28,  1.82s/it]
 45%|████▌     | 8964/19900 [4:30:49<5:23:27,  1.77s/it]
 45%|████▌     | 8965/19900 [4:30:51<5:17:17,  1.74s/it]
 45%|████▌     | 8966/19900 [4:30:53<5:11:35,  1.71s/it]
 45%|████▌     | 8967/19900 [4:30:54<5:03:34,  1.67s/it]
 45%|████▌     | 8968/19900 [4:30:56<4:56:43,  1.63s/it]
 45%|████▌     | 8969/19900 [4:30:57<4:54:29,  1.62s/it]
 45%|████▌     | 8970/19900 [4:30:59<4:50:49,  1.60s/it]
 45%|████▌     | 8971/19900 [4:31:01<4:50:58,  1.60s/it]
 45%|████▌     | 8972/19900 [4:31:02<4:48:47,  1.59s/it]
 45%|████▌     | 8973/19900 [4:31:04<4:46:41,  1.57s/it]
 45%|████▌     | 8974/19900 [4:31:05<4:44:50,  1.56s/it]
 45%|████▌     | 8975/19900 [4:31:07<4:40:42,  1.54s/it]
 45%|████▌     | 8976/19900 [4:31:08<4:35:24,  1.51s/it]
 45%|████▌     | 8977/19900 [4:31:10<4:33:25,  1.50s/it]
 45%|████▌     | 8978/19900 [4:31:11<4:35:10,  1.51s/it]
 45%|████▌     | 8979/19900 [4:31:13<4:33:29,  1.50s/it]
 45%|████▌     | 8980/19900 [4:31:14<4:30:07,  1.48s/it]
 45%|████▌     | 8981/19900 [4:31:16<4:30:02,  1.48s/it]
 45%|████▌     | 8982/19900 [4:31:17<4:21:18,  1.44s/it]
 45%|████▌     | 8983/19900 [4:31:18<4:15:09,  1.40s/it]
 45%|████▌     | 8984/19900 [4:31:20<4:10:58,  1.38s/it]
 45%|████▌     | 8985/19900 [4:31:21<4:07:54,  1.36s/it]
 45%|████▌     | 8986/19900 [4:31:22<4:04:45,  1.35s/it]
 45%|████▌     | 8987/19900 [4:31:24<4:05:20,  1.35s/it]
 45%|████▌     | 8988/19900 [4:31:25<4:03:52,  1.34s/it]
 45%|████▌     | 8989/19900 [4:31:26<3:58:46,  1.31s/it]
 45%|████▌     | 8990/19900 [4:31:27<3:54:41,  1.29s/it]
 45%|████▌     | 8991/19900 [4:31:29<3:51:59,  1.28s/it]
 45%|████▌     | 8992/19900 [4:31:30<3:47:37,  1.25s/it]
 45%|████▌     | 8993/19900 [4:31:31<3:45:15,  1.24s/it]
 45%|████▌     | 8994/19900 [4:31:32<3:42:00,  1.22s/it]
 45%|████▌     | 8995/19900 [4:31:33<3:43:16,  1.23s/it]
 45%|████▌     | 8996/19900 [4:31:35<3:37:43,  1.20s/it]
 45%|████▌     | 8997/19900 [4:31:36<3:31:45,  1.17s/it]
 45%|████▌     | 8998/19900 [4:31:37<3:28:12,  1.15s/it]
 45%|████▌     | 8999/19900 [4:31:38<3:27:32,  1.14s/it]
 45%|████▌     | 9000/19900 [4:31:39<3:24:16,  1.12s/it]
                                                        

 45%|████▌     | 9000/19900 [4:31:39<3:24:16,  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.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.6879578828811646, 'eval_wer': 0.9459093982420554, 'eval_cer': 0.39672425764816405, 'eval_runtime': 121.7673, 'eval_samples_per_second': 24.292, 'eval_steps_per_second': 3.039, 'epoch': 42.71}
{'loss': 2.9478, 'learning_rate': 4.7384078212290505e-05, 'epoch': 43.22}
{'loss': 2.9046, 'learning_rate': 4.696508379888268e-05, 'epoch': 43.72}
{'loss': 2.9345, 'learning_rate': 4.654608938547485e-05, 'epoch': 44.22}
{'loss': 2.8722, 'learning_rate': 4.6127094972067036e-05, 'epoch': 44.72}
{'loss': 2.8704, 'learning_rate': 4.570810055865921e-05, 'epoch': 45.23}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.77it/s]

  1%|          | 3/370 [00:00<01:01,  5.94it/s]

  1%|          | 4/370 [00:00<01:13,  4.97it/s]

  1%|▏         | 5/370 [00:00<01:19,  4.61it/s]

  2%|▏         | 6/370 [00:01<01:12,  4.99it/s]

  2%|▏         | 7/370 [00:01<01:21,  4.44it/s]

  2%|▏         | 8/370 [00:01<01:18,  4.59it/s]

  2%|▏         | 9/370 [00:01<01:20,  4.51it/s]

  3%|▎         | 10/370 [00:02<01:20,  4.47it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.44it/s]

  3%|▎         | 12/370 [00:02<01:21,  4.38it/s]

  4%|▎         | 13/370 [00:02<01:25,  4.17it/s]

  4%|▍         | 14/370 [00:03<01:30,  3.94it/s]

  4%|▍         | 15/370 [00:03<01:34,  3.74it/s]

  4%|▍         | 16/370 [00:03<01:35,  3.70it/s]

  5%|▍         | 17/370 [00:03<01:27,  4.02it/s]

  5%|▍         | 18/370 [00:04<01:23,  4.22it/s]

  5%|▌         | 19/370 [00:04<01:24,  4.18it/s]

  5%|▌         | 20/370 [00:04<01:24,  4.15it/s]

  6%|▌         | 21/370 [00:04<01:20,  4.34it/s]

  6%|▌         | 22/370 [00:05<01:23,  4.16it/s]

  6%|▌         | 23/370 [00:05<01:23,  4.17it/s]

  6%|▋         | 24/370 [00:05<01:30,  3.81it/s]

  7%|▋         | 25/370 [00:05<01:27,  3.96it/s]

  7%|▋         | 26/370 [00:06<01:22,  4.18it/s]

  7%|▋         | 27/370 [00:06<01:19,  4.32it/s]

  8%|▊         | 28/370 [00:06<01:18,  4.34it/s]

  8%|▊         | 29/370 [00:06<01:21,  4.20it/s]

  8%|▊         | 30/370 [00:06<01:20,  4.20it/s]

  8%|▊         | 31/370 [00:07<01:18,  4.30it/s]

  9%|▊         | 32/370 [00:07<01:16,  4.40it/s]

  9%|▉         | 33/370 [00:07<01:16,  4.42it/s]

  9%|▉         | 34/370 [00:07<01:17,  4.32it/s]

  9%|▉         | 35/370 [00:08<01:21,  4.11it/s]

 10%|▉         | 36/370 [00:08<01:19,  4.20it/s]

 10%|█         | 37/370 [00:08<01:15,  4.44it/s]

 10%|█         | 38/370 [00:08<01:14,  4.43it/s]

 11%|█         | 39/370 [00:09<01:16,  4.32it/s]

 11%|█         | 40/370 [00:09<01:16,  4.33it/s]

 11%|█         | 41/370 [00:09<01:12,  4.53it/s]

 11%|█▏        | 42/370 [00:09<01:19,  4.14it/s]

 12%|█▏        | 43/370 [00:10<01:20,  4.05it/s]

 12%|█▏        | 44/370 [00:10<01:19,  4.09it/s]

 12%|█▏        | 45/370 [00:10<01:23,  3.88it/s]

 12%|█▏        | 46/370 [00:10<01:18,  4.12it/s]

 13%|█▎        | 47/370 [00:11<01:23,  3.88it/s]

 13%|█▎        | 48/370 [00:11<01:23,  3.84it/s]

 13%|█▎        | 49/370 [00:11<01:16,  4.18it/s]

 14%|█▎        | 50/370 [00:11<01:09,  4.60it/s]

 14%|█▍        | 51/370 [00:11<01:12,  4.38it/s]

 14%|█▍        | 52/370 [00:12<01:09,  4.59it/s]

 14%|█▍        | 53/370 [00:12<01:11,  4.41it/s]

 15%|█▍        | 54/370 [00:12<01:08,  4.63it/s]

 15%|█▍        | 55/370 [00:12<01:12,  4.33it/s]

 15%|█▌        | 56/370 [00:13<01:13,  4.30it/s]

 15%|█▌        | 57/370 [00:13<01:06,  4.73it/s]

 16%|█▌        | 58/370 [00:13<01:16,  4.05it/s]

 16%|█▌        | 59/370 [00:13<01:13,  4.23it/s]

 16%|█▌        | 60/370 [00:13<01:08,  4.52it/s]

 16%|█▋        | 61/370 [00:14<01:07,  4.61it/s]

 17%|█▋        | 62/370 [00:14<01:10,  4.40it/s]

 17%|█▋        | 63/370 [00:14<01:04,  4.75it/s]

 17%|█▋        | 64/370 [00:14<01:02,  4.86it/s]

 18%|█▊        | 65/370 [00:15<01:07,  4.49it/s]

 18%|█▊        | 66/370 [00:15<01:06,  4.54it/s]

 18%|█▊        | 67/370 [00:15<01:09,  4.34it/s]

 18%|█▊        | 68/370 [00:15<01:14,  4.07it/s]

 19%|█▊        | 69/370 [00:15<01:09,  4.35it/s]

 19%|█▉        | 70/370 [00:16<01:07,  4.42it/s]

 19%|█▉        | 71/370 [00:16<01:11,  4.16it/s]

 19%|█▉        | 72/370 [00:16<01:06,  4.51it/s]

 20%|█▉        | 73/370 [00:16<01:06,  4.45it/s]

 20%|██        | 74/370 [00:17<01:13,  4.05it/s]

 20%|██        | 75/370 [00:17<01:13,  4.01it/s]

 21%|██        | 76/370 [00:17<01:09,  4.25it/s]

 21%|██        | 77/370 [00:17<01:07,  4.32it/s]

 21%|██        | 78/370 [00:18<01:09,  4.18it/s]

 21%|██▏       | 79/370 [00:18<01:09,  4.17it/s]

 22%|██▏       | 80/370 [00:18<01:12,  4.00it/s]

 22%|██▏       | 81/370 [00:18<01:09,  4.16it/s]

 22%|██▏       | 82/370 [00:19<01:09,  4.14it/s]

 22%|██▏       | 83/370 [00:19<01:09,  4.11it/s]

 23%|██▎       | 84/370 [00:19<01:09,  4.12it/s]

 23%|██▎       | 85/370 [00:19<01:05,  4.36it/s]

 23%|██▎       | 86/370 [00:20<01:11,  3.97it/s]

 24%|██▎       | 87/370 [00:20<01:08,  4.15it/s]

 24%|██▍       | 88/370 [00:20<01:10,  4.01it/s]

 24%|██▍       | 89/370 [00:20<01:10,  3.99it/s]

 24%|██▍       | 90/370 [00:21<01:08,  4.11it/s]

 25%|██▍       | 91/370 [00:21<01:05,  4.23it/s]

 25%|██▍       | 92/370 [00:21<01:07,  4.09it/s]

 25%|██▌       | 93/370 [00:21<01:10,  3.94it/s]

 25%|██▌       | 94/370 [00:22<01:13,  3.74it/s]

 26%|██▌       | 95/370 [00:22<01:15,  3.67it/s]

 26%|██▌       | 96/370 [00:22<01:14,  3.66it/s]

 26%|██▌       | 97/370 [00:22<01:11,  3.81it/s]

 26%|██▋       | 98/370 [00:23<01:08,  3.95it/s]

 27%|██▋       | 99/370 [00:23<01:06,  4.05it/s]

 27%|██▋       | 100/370 [00:23<01:04,  4.20it/s]

 27%|██▋       | 101/370 [00:23<01:02,  4.27it/s]

 28%|██▊       | 102/370 [00:24<01:01,  4.38it/s]

 28%|██▊       | 103/370 [00:24<00:58,  4.58it/s]

 28%|██▊       | 104/370 [00:24<01:03,  4.16it/s]

 28%|██▊       | 105/370 [00:24<01:01,  4.28it/s]

 29%|██▊       | 106/370 [00:24<01:04,  4.10it/s]

 29%|██▉       | 107/370 [00:25<01:03,  4.12it/s]

 29%|██▉       | 108/370 [00:25<01:01,  4.25it/s]

 29%|██▉       | 109/370 [00:25<01:03,  4.10it/s]

 30%|██▉       | 110/370 [00:25<01:00,  4.28it/s]

 30%|███       | 111/370 [00:26<01:00,  4.25it/s]

 30%|███       | 112/370 [00:26<01:00,  4.24it/s]

 31%|███       | 113/370 [00:26<00:59,  4.35it/s]

 31%|███       | 114/370 [00:26<00:57,  4.48it/s]

 31%|███       | 115/370 [00:27<01:03,  4.00it/s]

 31%|███▏      | 116/370 [00:27<01:06,  3.79it/s]

 32%|███▏      | 117/370 [00:27<01:07,  3.74it/s]

 32%|███▏      | 118/370 [00:27<01:05,  3.85it/s]

 32%|███▏      | 119/370 [00:28<01:03,  3.97it/s]

 32%|███▏      | 120/370 [00:28<01:00,  4.16it/s]

 33%|███▎      | 121/370 [00:28<01:02,  3.98it/s]

 33%|███▎      | 122/370 [00:28<01:00,  4.09it/s]

 33%|███▎      | 123/370 [00:29<00:56,  4.34it/s]

 34%|███▎      | 124/370 [00:29<00:51,  4.76it/s]

 34%|███▍      | 125/370 [00:29<00:53,  4.55it/s]

 34%|███▍      | 126/370 [00:29<00:53,  4.57it/s]

 34%|███▍      | 127/370 [00:30<01:01,  3.98it/s]

 35%|███▍      | 128/370 [00:30<01:00,  4.02it/s]

 35%|███▍      | 129/370 [00:30<01:02,  3.83it/s]

 35%|███▌      | 130/370 [00:30<01:02,  3.84it/s]

 35%|███▌      | 131/370 [00:31<01:08,  3.51it/s]

 36%|███▌      | 132/370 [00:31<01:01,  3.87it/s]

 36%|███▌      | 133/370 [00:31<00:58,  4.04it/s]

 36%|███▌      | 134/370 [00:31<00:57,  4.10it/s]

 36%|███▋      | 135/370 [00:32<00:58,  4.00it/s]

 37%|███▋      | 136/370 [00:32<00:57,  4.06it/s]

 37%|███▋      | 137/370 [00:32<01:02,  3.72it/s]

 37%|███▋      | 138/370 [00:32<00:59,  3.87it/s]

 38%|███▊      | 139/370 [00:33<00:57,  4.04it/s]

 38%|███▊      | 140/370 [00:33<00:54,  4.20it/s]

 38%|███▊      | 141/370 [00:33<00:56,  4.02it/s]

 38%|███▊      | 142/370 [00:33<00:57,  3.96it/s]

 39%|███▊      | 143/370 [00:34<00:55,  4.08it/s]

 39%|███▉      | 144/370 [00:34<00:56,  3.98it/s]

 39%|███▉      | 145/370 [00:34<00:59,  3.79it/s]

 39%|███▉      | 146/370 [00:34<00:56,  3.99it/s]

 40%|███▉      | 147/370 [00:35<00:59,  3.74it/s]

 40%|████      | 148/370 [00:35<00:59,  3.73it/s]

 40%|████      | 149/370 [00:35<00:56,  3.94it/s]

 41%|████      | 150/370 [00:35<00:51,  4.27it/s]

 41%|████      | 151/370 [00:36<00:51,  4.22it/s]

 41%|████      | 152/370 [00:36<00:51,  4.25it/s]

 41%|████▏     | 153/370 [00:36<00:50,  4.26it/s]

 42%|████▏     | 154/370 [00:36<00:50,  4.24it/s]

 42%|████▏     | 155/370 [00:37<00:49,  4.34it/s]

 42%|████▏     | 156/370 [00:37<00:50,  4.20it/s]

 42%|████▏     | 157/370 [00:37<00:51,  4.15it/s]

 43%|████▎     | 158/370 [00:37<00:50,  4.19it/s]

 43%|████▎     | 159/370 [00:37<00:49,  4.28it/s]

 43%|████▎     | 160/370 [00:38<00:49,  4.24it/s]

 44%|████▎     | 161/370 [00:38<00:49,  4.23it/s]

 44%|████▍     | 162/370 [00:38<00:49,  4.17it/s]

 44%|████▍     | 163/370 [00:38<00:47,  4.37it/s]

 44%|████▍     | 164/370 [00:39<00:47,  4.34it/s]

 45%|████▍     | 165/370 [00:39<00:49,  4.15it/s]

 45%|████▍     | 166/370 [00:39<00:49,  4.09it/s]

 45%|████▌     | 167/370 [00:39<00:49,  4.14it/s]

 45%|████▌     | 168/370 [00:40<00:47,  4.21it/s]

 46%|████▌     | 169/370 [00:40<00:48,  4.12it/s]

 46%|████▌     | 170/370 [00:40<00:48,  4.10it/s]

 46%|████▌     | 171/370 [00:40<00:49,  3.99it/s]

 46%|████▋     | 172/370 [00:41<00:45,  4.34it/s]

 47%|████▋     | 173/370 [00:41<00:41,  4.76it/s]

 47%|████▋     | 174/370 [00:41<00:43,  4.49it/s]

 47%|████▋     | 175/370 [00:41<00:44,  4.39it/s]

 48%|████▊     | 176/370 [00:41<00:42,  4.53it/s]

 48%|████▊     | 177/370 [00:42<00:44,  4.29it/s]

 48%|████▊     | 178/370 [00:42<00:42,  4.49it/s]

 48%|████▊     | 179/370 [00:42<00:43,  4.42it/s]

 49%|████▊     | 180/370 [00:42<00:43,  4.35it/s]

 49%|████▉     | 181/370 [00:43<00:42,  4.40it/s]

 49%|████▉     | 182/370 [00:43<00:42,  4.44it/s]

 49%|████▉     | 183/370 [00:43<00:44,  4.20it/s]

 50%|████▉     | 184/370 [00:43<00:44,  4.22it/s]

 50%|█████     | 185/370 [00:44<00:42,  4.39it/s]

 50%|█████     | 186/370 [00:44<00:42,  4.35it/s]

 51%|█████     | 187/370 [00:44<00:44,  4.07it/s]

 51%|█████     | 188/370 [00:44<00:44,  4.09it/s]

 51%|█████     | 189/370 [00:45<00:49,  3.66it/s]

 51%|█████▏    | 190/370 [00:45<00:46,  3.88it/s]

 52%|█████▏    | 191/370 [00:45<00:43,  4.11it/s]

 52%|█████▏    | 192/370 [00:45<00:44,  4.01it/s]

 52%|█████▏    | 193/370 [00:46<00:47,  3.76it/s]

 52%|█████▏    | 194/370 [00:46<00:41,  4.21it/s]

 53%|█████▎    | 195/370 [00:46<00:44,  3.93it/s]

 53%|█████▎    | 196/370 [00:46<00:42,  4.07it/s]

 53%|█████▎    | 197/370 [00:47<00:41,  4.16it/s]

 54%|█████▎    | 198/370 [00:47<00:44,  3.87it/s]

 54%|█████▍    | 199/370 [00:47<00:42,  4.05it/s]

 54%|█████▍    | 200/370 [00:47<00:42,  4.03it/s]

 54%|█████▍    | 201/370 [00:48<00:41,  4.06it/s]

 55%|█████▍    | 202/370 [00:48<00:41,  4.10it/s]

 55%|█████▍    | 203/370 [00:48<00:39,  4.20it/s]

 55%|█████▌    | 204/370 [00:48<00:41,  3.96it/s]

 55%|█████▌    | 205/370 [00:48<00:39,  4.19it/s]

 56%|█████▌    | 206/370 [00:49<00:40,  4.06it/s]

 56%|█████▌    | 207/370 [00:49<00:40,  4.03it/s]

 56%|█████▌    | 208/370 [00:49<00:42,  3.81it/s]

 56%|█████▋    | 209/370 [00:50<00:41,  3.85it/s]

 57%|█████▋    | 210/370 [00:50<00:43,  3.65it/s]

 57%|█████▋    | 211/370 [00:50<00:44,  3.55it/s]

 57%|█████▋    | 212/370 [00:50<00:43,  3.67it/s]

 58%|█████▊    | 213/370 [00:51<00:43,  3.62it/s]

 58%|█████▊    | 214/370 [00:51<00:43,  3.61it/s]

 58%|█████▊    | 215/370 [00:51<00:43,  3.54it/s]

 58%|█████▊    | 216/370 [00:52<00:41,  3.70it/s]

 59%|█████▊    | 217/370 [00:52<00:39,  3.84it/s]

 59%|█████▉    | 218/370 [00:52<00:39,  3.86it/s]

 59%|█████▉    | 219/370 [00:52<00:39,  3.83it/s]

 59%|█████▉    | 220/370 [00:53<00:38,  3.89it/s]

 60%|█████▉    | 221/370 [00:53<00:40,  3.68it/s]

 60%|██████    | 222/370 [00:53<00:38,  3.80it/s]

 60%|██████    | 223/370 [00:53<00:40,  3.64it/s]

 61%|██████    | 224/370 [00:54<00:43,  3.37it/s]

 61%|██████    | 225/370 [00:54<00:45,  3.16it/s]

 61%|██████    | 226/370 [00:54<00:43,  3.30it/s]

 61%|██████▏   | 227/370 [00:55<00:43,  3.28it/s]

 62%|██████▏   | 228/370 [00:55<00:42,  3.35it/s]

 62%|██████▏   | 229/370 [00:55<00:41,  3.39it/s]

 62%|██████▏   | 230/370 [00:56<00:40,  3.43it/s]

 62%|██████▏   | 231/370 [00:56<00:39,  3.56it/s]

 63%|██████▎   | 232/370 [00:56<00:40,  3.42it/s]

 63%|██████▎   | 233/370 [00:56<00:41,  3.31it/s]

 63%|██████▎   | 234/370 [00:57<00:39,  3.45it/s]

 64%|██████▎   | 235/370 [00:57<00:37,  3.57it/s]

 64%|██████▍   | 236/370 [00:57<00:35,  3.75it/s]

 64%|██████▍   | 237/370 [00:57<00:36,  3.61it/s]

 64%|██████▍   | 238/370 [00:58<00:36,  3.64it/s]

 65%|██████▍   | 239/370 [00:58<00:35,  3.68it/s]

 65%|██████▍   | 240/370 [00:58<00:36,  3.52it/s]

 65%|██████▌   | 241/370 [00:59<00:37,  3.47it/s]

 65%|██████▌   | 242/370 [00:59<00:35,  3.56it/s]

 66%|██████▌   | 243/370 [00:59<00:38,  3.28it/s]

 66%|██████▌   | 244/370 [01:00<00:41,  3.03it/s]

 66%|██████▌   | 245/370 [01:00<00:38,  3.25it/s]

 66%|██████▋   | 246/370 [01:00<00:35,  3.45it/s]

 67%|██████▋   | 247/370 [01:00<00:32,  3.81it/s]

 67%|██████▋   | 248/370 [01:01<00:30,  3.97it/s]

 67%|██████▋   | 249/370 [01:01<00:30,  3.93it/s]

 68%|██████▊   | 250/370 [01:01<00:33,  3.62it/s]

 68%|██████▊   | 251/370 [01:01<00:31,  3.76it/s]

 68%|██████▊   | 252/370 [01:02<00:34,  3.40it/s]

 68%|██████▊   | 253/370 [01:02<00:34,  3.37it/s]

 69%|██████▊   | 254/370 [01:02<00:34,  3.37it/s]

 69%|██████▉   | 255/370 [01:03<00:34,  3.36it/s]

 69%|██████▉   | 256/370 [01:03<00:35,  3.19it/s]

 69%|██████▉   | 257/370 [01:03<00:35,  3.20it/s]

 70%|██████▉   | 258/370 [01:04<00:34,  3.25it/s]

 70%|███████   | 259/370 [01:04<00:33,  3.36it/s]

 70%|███████   | 260/370 [01:04<00:30,  3.59it/s]

 71%|███████   | 261/370 [01:04<00:32,  3.33it/s]

 71%|███████   | 262/370 [01:05<00:31,  3.38it/s]

 71%|███████   | 263/370 [01:05<00:33,  3.20it/s]

 71%|███████▏  | 264/370 [01:05<00:34,  3.08it/s]

 72%|███████▏  | 265/370 [01:06<00:35,  2.97it/s]

 72%|███████▏  | 266/370 [01:06<00:35,  2.96it/s]

 72%|███████▏  | 267/370 [01:07<00:35,  2.94it/s]

 72%|███████▏  | 268/370 [01:07<00:33,  3.00it/s]

 73%|███████▎  | 269/370 [01:07<00:34,  2.89it/s]

 73%|███████▎  | 270/370 [01:08<00:35,  2.85it/s]

 73%|███████▎  | 271/370 [01:08<00:34,  2.86it/s]

 74%|███████▎  | 272/370 [01:08<00:33,  2.89it/s]

 74%|███████▍  | 273/370 [01:09<00:33,  2.92it/s]

 74%|███████▍  | 274/370 [01:09<00:30,  3.10it/s]

 74%|███████▍  | 275/370 [01:09<00:29,  3.21it/s]

 75%|███████▍  | 276/370 [01:09<00:28,  3.30it/s]

 75%|███████▍  | 277/370 [01:10<00:28,  3.22it/s]

 75%|███████▌  | 278/370 [01:10<00:29,  3.14it/s]

 75%|███████▌  | 279/370 [01:10<00:28,  3.17it/s]

 76%|███████▌  | 280/370 [01:11<00:28,  3.15it/s]

 76%|███████▌  | 281/370 [01:11<00:28,  3.16it/s]

 76%|███████▌  | 282/370 [01:11<00:26,  3.26it/s]

 76%|███████▋  | 283/370 [01:12<00:27,  3.15it/s]

 77%|███████▋  | 284/370 [01:12<00:27,  3.17it/s]

 77%|███████▋  | 285/370 [01:12<00:27,  3.04it/s]

 77%|███████▋  | 286/370 [01:13<00:28,  2.99it/s]

 78%|███████▊  | 287/370 [01:13<00:26,  3.12it/s]

 78%|███████▊  | 288/370 [01:13<00:25,  3.21it/s]

 78%|███████▊  | 289/370 [01:14<00:23,  3.43it/s]

 78%|███████▊  | 290/370 [01:14<00:24,  3.33it/s]

 79%|███████▊  | 291/370 [01:14<00:24,  3.28it/s]

 79%|███████▉  | 292/370 [01:14<00:23,  3.38it/s]

 79%|███████▉  | 293/370 [01:15<00:23,  3.32it/s]

 79%|███████▉  | 294/370 [01:15<00:22,  3.42it/s]

 80%|███████▉  | 295/370 [01:15<00:21,  3.51it/s]

 80%|████████  | 296/370 [01:16<00:20,  3.53it/s]

 80%|████████  | 297/370 [01:16<00:21,  3.39it/s]

 81%|████████  | 298/370 [01:16<00:22,  3.22it/s]

 81%|████████  | 299/370 [01:17<00:21,  3.31it/s]

 81%|████████  | 300/370 [01:17<00:21,  3.27it/s]

 81%|████████▏ | 301/370 [01:17<00:21,  3.20it/s]

 82%|████████▏ | 302/370 [01:17<00:20,  3.34it/s]

 82%|████████▏ | 303/370 [01:18<00:20,  3.34it/s]

 82%|████████▏ | 304/370 [01:18<00:19,  3.37it/s]

 82%|████████▏ | 305/370 [01:18<00:19,  3.26it/s]

 83%|████████▎ | 306/370 [01:19<00:19,  3.29it/s]

 83%|████████▎ | 307/370 [01:19<00:18,  3.38it/s]

 83%|████████▎ | 308/370 [01:19<00:18,  3.36it/s]

 84%|████████▎ | 309/370 [01:20<00:18,  3.30it/s]

 84%|████████▍ | 310/370 [01:20<00:18,  3.23it/s]

 84%|████████▍ | 311/370 [01:20<00:19,  3.00it/s]

 84%|████████▍ | 312/370 [01:21<00:19,  3.04it/s]

 85%|████████▍ | 313/370 [01:21<00:18,  3.13it/s]

 85%|████████▍ | 314/370 [01:21<00:16,  3.32it/s]

 85%|████████▌ | 315/370 [01:21<00:16,  3.38it/s]

 85%|████████▌ | 316/370 [01:22<00:16,  3.32it/s]

 86%|████████▌ | 317/370 [01:22<00:16,  3.25it/s]

 86%|████████▌ | 318/370 [01:22<00:16,  3.10it/s]

 86%|████████▌ | 319/370 [01:23<00:16,  3.10it/s]

 86%|████████▋ | 320/370 [01:23<00:15,  3.24it/s]

 87%|████████▋ | 321/370 [01:23<00:15,  3.24it/s]

 87%|████████▋ | 322/370 [01:24<00:14,  3.31it/s]

 87%|████████▋ | 323/370 [01:24<00:14,  3.31it/s]

 88%|████████▊ | 324/370 [01:24<00:13,  3.41it/s]

 88%|████████▊ | 325/370 [01:24<00:13,  3.37it/s]

 88%|████████▊ | 326/370 [01:25<00:13,  3.26it/s]

 88%|████████▊ | 327/370 [01:25<00:13,  3.20it/s]

 89%|████████▊ | 328/370 [01:25<00:12,  3.41it/s]

 89%|████████▉ | 329/370 [01:26<00:11,  3.52it/s]

 89%|████████▉ | 330/370 [01:26<00:12,  3.09it/s]

 89%|████████▉ | 331/370 [01:26<00:12,  3.16it/s]

 90%|████████▉ | 332/370 [01:27<00:11,  3.28it/s]

 90%|█████████ | 333/370 [01:27<00:10,  3.39it/s]

 90%|█████████ | 334/370 [01:27<00:10,  3.40it/s]

 91%|█████████ | 335/370 [01:27<00:09,  3.54it/s]

 91%|█████████ | 336/370 [01:28<00:09,  3.58it/s]

 91%|█████████ | 337/370 [01:28<00:10,  3.16it/s]

 91%|█████████▏| 338/370 [01:28<00:10,  3.18it/s]

 92%|█████████▏| 339/370 [01:29<00:09,  3.28it/s]

 92%|█████████▏| 340/370 [01:29<00:09,  3.24it/s]

 92%|█████████▏| 341/370 [01:29<00:08,  3.38it/s]

 92%|█████████▏| 342/370 [01:30<00:08,  3.47it/s]

 93%|█████████▎| 343/370 [01:30<00:07,  3.62it/s]

 93%|█████████▎| 344/370 [01:30<00:07,  3.38it/s]

 93%|█████████▎| 345/370 [01:31<00:08,  3.09it/s]

 94%|█████████▎| 346/370 [01:31<00:07,  3.02it/s]

 94%|█████████▍| 347/370 [01:31<00:07,  3.04it/s]

 94%|█████████▍| 348/370 [01:31<00:06,  3.18it/s]

 94%|█████████▍| 349/370 [01:32<00:06,  3.15it/s]

 95%|█████████▍| 350/370 [01:32<00:06,  3.26it/s]

 95%|█████████▍| 351/370 [01:32<00:05,  3.17it/s]

 95%|█████████▌| 352/370 [01:33<00:05,  3.06it/s]

 95%|█████████▌| 353/370 [01:33<00:05,  3.17it/s]

 96%|█████████▌| 354/370 [01:33<00:05,  2.96it/s]

 96%|█████████▌| 355/370 [01:34<00:04,  3.20it/s]

 96%|█████████▌| 356/370 [01:34<00:04,  3.38it/s]

 96%|█████████▋| 357/370 [01:34<00:03,  3.50it/s]

 97%|█████████▋| 358/370 [01:34<00:03,  3.72it/s]

 97%|█████████▋| 359/370 [01:35<00:02,  3.79it/s]

 97%|█████████▋| 360/370 [01:35<00:02,  3.49it/s]

 98%|█████████▊| 361/370 [01:35<00:02,  3.60it/s]

 98%|█████████▊| 362/370 [01:36<00:02,  3.69it/s]

 98%|█████████▊| 363/370 [01:36<00:01,  4.06it/s]

 98%|█████████▊| 364/370 [01:36<00:01,  3.79it/s]

 99%|█████████▊| 365/370 [01:36<00:01,  3.96it/s]

 99%|█████████▉| 366/370 [01:37<00:01,  3.92it/s]

 99%|█████████▉| 367/370 [01:37<00:00,  3.96it/s]

 99%|█████████▉| 368/370 [01:37<00:00,  4.01it/s]

100%|█████████▉| 369/370 [01:37<00:00,  3.62it/s]

100%|██████████| 370/370 [01:38<00:00,  3.78it/s]
                                                        

                                                 

 45%|████▌     | 9000/19900 [4:33:44<3:24:16,  1.12s/it]

100%|██████████| 370/370 [02:04<00:00,  3.78it/s]

                                                 Saving model checkpoint to ./checkpoint-9000
Configuration saved in ./checkpoint-9000/config.json
Model weights saved in ./checkpoint-9000/pytorch_model.bin
Configuration saved in ./checkpoint-9000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-7500] due to args.save_total_limit

 45%|████▌     | 9001/19900 [4:35:03<188:08:28, 62.14s/it]
 45%|████▌     | 9002/19900 [4:35:05<132:40:34, 43.83s/it]
 45%|████▌     | 9003/19900 [4:35:06<93:48:13, 30.99s/it] 
 45%|████▌     | 9004/19900 [4:35:06<66:28:39, 21.96s/it]
 45%|████▌     | 9005/19900 [4:35:09<48:48:38, 16.13s/it]
 45%|████▌     | 9006/19900 [4:35:11<36:10:50, 11.96s/it]
 45%|████▌     | 9007/19900 [4:35:13<27:11:07,  8.98s/it]
 45%|████▌     | 9008/19900 [4:35:15<20:48:33,  6.88s/it]
 45%|████▌     | 9009/19900 [4:35:17<16:15:31,  5.37s/it]
 45%|████▌     | 9010/19900 [4:35:19<13:03:55,  4.32s/it]
 45%|████▌     | 9011/19900 [4:35:21<10:45:58,  3.56s/it]
 45%|████▌     | 9012/19900 [4:35:23<9:07:51,  3.02s/it] 
 45%|████▌     | 9013/19900 [4:35:24<7:54:51,  2.62s/it]
 45%|████▌     | 9014/19900 [4:35:26<7:02:45,  2.33s/it]
 45%|████▌     | 9015/19900 [4:35:28<6:27:21,  2.14s/it]
 45%|████▌     | 9016/19900 [4:35:29<5:59:49,  1.98s/it]
 45%|████▌     | 9017/19900 [4:35:31<5:40:53,  1.88s/it]
 45%|████▌     | 9018/19900 [4:35:32<5:24:28,  1.79s/it]
 45%|████▌     | 9019/19900 [4:35:34<5:14:36,  1.73s/it]
 45%|████▌     | 9020/19900 [4:35:35<5:02:40,  1.67s/it]
 45%|████▌     | 9021/19900 [4:35:37<4:55:41,  1.63s/it]
 45%|████▌     | 9022/19900 [4:35:39<4:48:25,  1.59s/it]
 45%|████▌     | 9023/19900 [4:35:40<4:45:18,  1.57s/it]
 45%|████▌     | 9024/19900 [4:35:42<4:40:57,  1.55s/it]
 45%|████▌     | 9025/19900 [4:35:43<4:37:34,  1.53s/it]
 45%|████▌     | 9026/19900 [4:35:45<4:36:05,  1.52s/it]
 45%|████▌     | 9027/19900 [4:35:46<4:31:20,  1.50s/it]
 45%|████▌     | 9028/19900 [4:35:47<4:26:35,  1.47s/it]
 45%|████▌     | 9029/19900 [4:35:49<4:28:06,  1.48s/it]
 45%|████▌     | 9030/19900 [4:35:50<4:22:47,  1.45s/it]
 45%|████▌     | 9031/19900 [4:35:52<4:15:07,  1.41s/it]
 45%|████▌     | 9032/19900 [4:35:53<4:10:57,  1.39s/it]
 45%|████▌     | 9033/19900 [4:35:54<4:09:14,  1.38s/it]
 45%|████▌     | 9034/19900 [4:35:56<4:06:44,  1.36s/it]
 45%|████▌     | 9035/19900 [4:35:57<4:06:09,  1.36s/it]
 45%|████▌     | 9036/19900 [4:35:58<4:02:40,  1.34s/it]
 45%|████▌     | 9037/19900 [4:36:00<3:57:09,  1.31s/it]
 45%|████▌     | 9038/19900 [4:36:01<3:56:42,  1.31s/it]
 45%|████▌     | 9039/19900 [4:36:02<3:55:31,  1.30s/it]
 45%|████▌     | 9040/19900 [4:36:03<3:51:16,  1.28s/it]
 45%|████▌     | 9041/19900 [4:36:04<3:45:17,  1.24s/it]
 45%|████▌     | 9042/19900 [4:36:06<3:45:07,  1.24s/it]
 45%|████▌     | 9043/19900 [4:36:07<3:45:39,  1.25s/it]
 45%|████▌     | 9044/19900 [4:36:08<3:42:41,  1.23s/it]
 45%|████▌     | 9045/19900 [4:36:09<3:40:05,  1.22s/it]
 45%|████▌     | 9046/19900 [4:36:11<3:39:05,  1.21s/it]
 45%|████▌     | 9047/19900 [4:36:12<3:35:28,  1.19s/it]
 45%|████▌     | 9048/19900 [4:36:13<3:30:14,  1.16s/it]
 45%|████▌     | 9049/19900 [4:36:14<3:22:13,  1.12s/it]
 45%|████▌     | 9050/19900 [4:36:15<3:20:02,  1.11s/it]
 45%|████▌     | 9051/19900 [4:36:16<3:12:21,  1.06s/it]
 45%|████▌     | 9052/19900 [4:36:17<3:04:33,  1.02s/it]
 45%|████▌     | 9053/19900 [4:36:18<2:58:06,  1.02it/s]
 45%|████▌     | 9054/19900 [4:36:20<4:13:47,  1.40s/it]
 46%|████▌     | 9055/19900 [4:36:22<4:52:37,  1.62s/it]
 46%|████▌     | 9056/19900 [4:36:24<5:14:40,  1.74s/it]
 46%|████▌     | 9057/19900 [4:36:26<5:27:44,  1.81s/it]
 46%|████▌     | 9058/19900 [4:36:28<5:30:41,  1.83s/it]
 46%|████▌     | 9059/19900 [4:36:30<5:33:52,  1.85s/it]
 46%|████▌     | 9060/19900 [4:36:32<5:28:09,  1.82s/it]
 46%|████▌     | 9061/19900 [4:36:33<5:22:40,  1.79s/it]
 46%|████▌     | 9062/19900 [4:36:35<5:20:46,  1.78s/it]
 46%|████▌     | 9063/19900 [4:36:37<5:14:41,  1.74s/it]
 46%|████▌     | 9064/19900 [4:36:38<5:09:29,  1.71s/it]
 46%|████▌     | 9065/19900 [4:36:40<5:06:54,  1.70s/it]
 46%|████▌     | 9066/19900 [4:36:42<5:04:33,  1.69s/it]
 46%|████▌     | 9067/19900 [4:36:43<4:57:05,  1.65s/it]
 46%|████▌     | 9068/19900 [4:36:45<4:56:39,  1.64s/it]
 46%|████▌     | 9069/19900 [4:36:46<4:49:47,  1.61s/it]
 46%|████▌     | 9070/19900 [4:36:48<4:44:44,  1.58s/it]
 46%|████▌     | 9071/19900 [4:36:49<4:39:02,  1.55s/it]
 46%|████▌     | 9072/19900 [4:36:51<4:34:48,  1.52s/it]
 46%|████▌     | 9073/19900 [4:36:52<4:32:41,  1.51s/it]
 46%|████▌     | 9074/19900 [4:36:54<4:32:08,  1.51s/it]
 46%|████▌     | 9075/19900 [4:36:55<4:26:34,  1.48s/it]
 46%|████▌     | 9076/19900 [4:36:57<4:22:41,  1.46s/it]
 46%|████▌     | 9077/19900 [4:36:58<4:23:13,  1.46s/it]
 46%|████▌     | 9078/19900 [4:37:00<4:25:08,  1.47s/it]
 46%|████▌     | 9079/19900 [4:37:01<4:22:01,  1.45s/it]
 46%|████▌     | 9080/19900 [4:37:02<4:17:42,  1.43s/it]
 46%|████▌     | 9081/19900 [4:37:04<4:13:23,  1.41s/it]
 46%|████▌     | 9082/19900 [4:37:05<4:12:32,  1.40s/it]
 46%|████▌     | 9083/19900 [4:37:07<4:15:08,  1.42s/it]
 46%|████▌     | 9084/19900 [4:37:08<4:09:10,  1.38s/it]
 46%|████▌     | 9085/19900 [4:37:09<4:04:45,  1.36s/it]
 46%|████▌     | 9086/19900 [4:37:11<4:05:20,  1.36s/it]
 46%|████▌     | 9087/19900 [4:37:12<4:03:33,  1.35s/it]
 46%|████▌     | 9088/19900 [4:37:13<3:59:46,  1.33s/it]
 46%|████▌     | 9089/19900 [4:37:15<3:57:00,  1.32s/it]
 46%|████▌     | 9090/19900 [4:37:16<3:51:32,  1.29s/it]
 46%|████▌     | 9091/19900 [4:37:17<3:46:26,  1.26s/it]
 46%|████▌     | 9092/19900 [4:37:18<3:41:51,  1.23s/it]
 46%|████▌     | 9093/19900 [4:37:19<3:41:43,  1.23s/it]
 46%|████▌     | 9094/19900 [4:37:21<3:38:47,  1.21s/it]
 46%|████▌     | 9095/19900 [4:37:22<3:32:21,  1.18s/it]
 46%|████▌     | 9096/19900 [4:37:23<3:30:16,  1.17s/it]
 46%|████▌     | 9097/19900 [4:37:24<3:27:09,  1.15s/it]
 46%|████▌     | 9098/19900 [4:37:25<3:21:45,  1.12s/it]
 46%|████▌     | 9099/19900 [4:37:26<3:19:53,  1.11s/it]
 46%|████▌     | 9100/19900 [4:37:27<3:19:59,  1.11s/it]
                                                        

 46%|████▌     | 9100/19900 [4:37:27<3:19:59,  1.11s/it]
 46%|████▌     | 9101/19900 [4:37:28<3:13:40,  1.08s/it]
 46%|████▌     | 9102/19900 [4:37:29<3:03:43,  1.02s/it]
 46%|████▌     | 9103/19900 [4:37:31<4:16:58,  1.43s/it]
 46%|████▌     | 9104/19900 [4:37:34<4:54:01,  1.63s/it]
 46%|████▌     | 9105/19900 [4:37:35<5:10:18,  1.72s/it]
 46%|████▌     | 9106/19900 [4:37:37<5:17:05,  1.76s/it]
 46%|████▌     | 9107/19900 [4:37:39<5:20:10,  1.78s/it]
 46%|████▌     | 9108/19900 [4:37:41<5:20:38,  1.78s/it]
 46%|████▌     | 9109/19900 [4:37:43<5:16:05,  1.76s/it]
 46%|████▌     | 9110/19900 [4:37:44<5:11:57,  1.73s/it]
 46%|████▌     | 9111/19900 [4:37:46<5:10:53,  1.73s/it]
 46%|████▌     | 9112/19900 [4:37:48<5:07:22,  1.71s/it]
 46%|████▌     | 9113/19900 [4:37:49<5:03:05,  1.69s/it]
 46%|████▌     | 9114/19900 [4:37:51<4:59:33,  1.67s/it]
 46%|████▌     | 9115/19900 [4:37:53<4:59:41,  1.67s/it]
 46%|████▌     | 9116/19900 [4:37:54<4:52:12,  1.63s/it]
 46%|████▌     | 9117/19900 [4:37:56<4:50:50,  1.62s/it]
 46%|████▌     | 9118/19900 [4:37:57<4:45:10,  1.59s/it]
 46%|████▌     | 9119/19900 [4:37:59<4:40:19,  1.56s/it]
 46%|████▌     | 9120/19900 [4:38:00<4:36:46,  1.54s/it]
 46%|████▌     | 9121/19900 [4:38:02<4:32:36,  1.52s/it]
 46%|████▌     | 9122/19900 [4:38:03<4:31:38,  1.51s/it]
 46%|████▌     | 9123/19900 [4:38:05<4:34:11,  1.53s/it]
 46%|████▌     | 9124/19900 [4:38:06<4:34:31,  1.53s/it]
 46%|████▌     | 9125/19900 [4:38:08<4:33:15,  1.52s/it]
 46%|████▌     | 9126/19900 [4:38:09<4:27:00,  1.49s/it]
 46%|████▌     | 9127/19900 [4:38:11<4:22:16,  1.46s/it]
 46%|████▌     | 9128/19900 [4:38:12<4:16:05,  1.43s/it]
 46%|████▌     | 9129/19900 [4:38:13<4:09:57,  1.39s/it]
 46%|████▌     | 9130/19900 [4:38:15<4:04:12,  1.36s/it]
 46%|████▌     | 9131/19900 [4:38:16<3:59:52,  1.34s/it]
 46%|████▌     | 9132/19900 [4:38:17<3:57:41,  1.32s/it]
 46%|████▌     | 9133/19900 [4:38:18<3:52:51,  1.30s/it]
 46%|████▌     | 9134/19900 [4:38:20<3:53:13,  1.30s/it]
 46%|████▌     | 9135/19900 [4:38:21<3:51:03,  1.29s/it]
 46%|████▌     | 9136/19900 [4:38:22<3:49:21,  1.28s/it]
 46%|████▌     | 9137/19900 [4:38:23<3:47:10,  1.27s/it]
 46%|████▌     | 9138/19900 [4:38:25<3:45:11,  1.26s/it]
 46%|████▌     | 9139/19900 [4:38:26<3:43:58,  1.25s/it]
 46%|████▌     | 9140/19900 [4:38:27<3:43:38,  1.25s/it]
 46%|████▌     | 9141/19900 [4:38:28<3:39:32,  1.22s/it]
 46%|████▌     | 9142/19900 [4:38:29<3:35:50,  1.20s/it]
 46%|████▌     | 9143/19900 [4:38:31<3:33:33,  1.19s/it]
 46%|████▌     | 9144/19900 [4:38:32<3:28:52,  1.17s/it]
 46%|████▌     | 9145/19900 [4:38:33<3:23:34,  1.14s/it]
 46%|████▌     | 9146/19900 [4:38:34<3:18:36,  1.11s/it]
 46%|████▌     | 9147/19900 [4:38:35<3:14:55,  1.09s/it]
 46%|████▌     | 9148/19900 [4:38:36<3:10:15,  1.06s/it]
 46%|████▌     | 9149/19900 [4:38:37<3:12:54,  1.08s/it]
 46%|████▌     | 9150/19900 [4:38:38<3:08:18,  1.05s/it]
 46%|████▌     | 9151/19900 [4:38:39<3:02:06,  1.02s/it]
 46%|████▌     | 9152/19900 [4:38:41<3:50:08,  1.28s/it]
 46%|████▌     | 9153/19900 [4:38:42<3:59:26,  1.34s/it]
 46%|████▌     | 9154/19900 [4:38:43<3:48:53,  1.28s/it]
 46%|████▌     | 9155/19900 [4:38:46<5:13:03,  1.75s/it]
 46%|████▌     | 9156/19900 [4:38:48<5:34:45,  1.87s/it]
 46%|████▌     | 9157/19900 [4:38:50<5:46:40,  1.94s/it]
 46%|████▌     | 9158/19900 [4:38:52<5:46:55,  1.94s/it]
 46%|████▌     | 9159/19900 [4:38:54<5:40:51,  1.90s/it]
 46%|████▌     | 9160/19900 [4:38:56<5:33:45,  1.86s/it]
 46%|████▌     | 9161/19900 [4:38:58<5:27:25,  1.83s/it]
 46%|████▌     | 9162/19900 [4:39:00<5:24:18,  1.81s/it]
 46%|████▌     | 9163/19900 [4:39:01<5:18:25,  1.78s/it]
 46%|████▌     | 9164/19900 [4:39:03<5:15:27,  1.76s/it]
 46%|████▌     | 9165/19900 [4:39:05<5:10:49,  1.74s/it]
 46%|████▌     | 9166/19900 [4:39:06<5:07:29,  1.72s/it]
 46%|████▌     | 9167/19900 [4:39:08<5:05:06,  1.71s/it]
 46%|████▌     | 9168/19900 [4:39:10<4:58:57,  1.67s/it]
 46%|████▌     | 9169/19900 [4:39:11<4:53:17,  1.64s/it]
 46%|████▌     | 9170/19900 [4:39:13<4:49:45,  1.62s/it]
 46%|████▌     | 9171/19900 [4:39:14<4:45:20,  1.60s/it]
 46%|████▌     | 9172/19900 [4:39:16<4:44:47,  1.59s/it]
 46%|████▌     | 9173/19900 [4:39:17<4:41:27,  1.57s/it]
 46%|████▌     | 9174/19900 [4:39:19<4:36:48,  1.55s/it]
 46%|████▌     | 9175/19900 [4:39:20<4:29:11,  1.51s/it]
 46%|████▌     | 9176/19900 [4:39:22<4:28:28,  1.50s/it]
 46%|████▌     | 9177/19900 [4:39:23<4:26:35,  1.49s/it]
 46%|████▌     | 9178/19900 [4:39:25<4:23:10,  1.47s/it]
 46%|████▌     | 9179/19900 [4:39:26<4:23:36,  1.48s/it]
 46%|████▌     | 9180/19900 [4:39:28<4:17:09,  1.44s/it]
 46%|████▌     | 9181/19900 [4:39:29<4:13:49,  1.42s/it]
 46%|████▌     | 9182/19900 [4:39:30<4:11:55,  1.41s/it]
 46%|████▌     | 9183/19900 [4:39:32<4:10:18,  1.40s/it]
 46%|████▌     | 9184/19900 [4:39:33<4:07:34,  1.39s/it]
 46%|████▌     | 9185/19900 [4:39:34<4:05:53,  1.38s/it]
 46%|████▌     | 9186/19900 [4:39:36<4:02:02,  1.36s/it]
 46%|████▌     | 9187/19900 [4:39:37<3:59:06,  1.34s/it]
 46%|████▌     | 9188/19900 [4:39:38<3:55:47,  1.32s/it]
 46%|████▌     | 9189/19900 [4:39:39<3:49:20,  1.28s/it]
 46%|████▌     | 9190/19900 [4:39:41<3:46:40,  1.27s/it]
 46%|████▌     | 9191/19900 [4:39:42<3:48:31,  1.28s/it]
 46%|████▌     | 9192/19900 [4:39:43<3:43:25,  1.25s/it]
 46%|████▌     | 9193/19900 [4:39:44<3:42:35,  1.25s/it]
 46%|████▌     | 9194/19900 [4:39:46<3:43:57,  1.26s/it]
 46%|████▌     | 9195/19900 [4:39:47<3:41:19,  1.24s/it]
 46%|████▌     | 9196/19900 [4:39:48<3:41:41,  1.24s/it]
 46%|████▌     | 9197/19900 [4:39:49<3:34:55,  1.20s/it]
 46%|████▌     | 9198/19900 [4:39:50<3:28:43,  1.17s/it]
 46%|████▌     | 9199/19900 [4:39:51<3:23:47,  1.14s/it]
 46%|████▌     | 9200/19900 [4:39:53<3:20:27,  1.12s/it]
                                                        

 46%|████▌     | 9200/19900 [4:39:53<3:20:27,  1.12s/it]
 46%|████▌     | 9201/19900 [4:39:53<3:13:15,  1.08s/it]
 46%|████▌     | 9202/19900 [4:39:54<3:08:34,  1.06s/it]
 46%|████▌     | 9203/19900 [4:39:55<3:02:16,  1.02s/it]
 46%|████▋     | 9204/19900 [4:39:58<4:14:22,  1.43s/it]
 46%|████▋     | 9205/19900 [4:40:00<4:57:19,  1.67s/it]
 46%|████▋     | 9206/19900 [4:40:02<5:14:23,  1.76s/it]
 46%|████▋     | 9207/19900 [4:40:04<5:25:19,  1.83s/it]
 46%|████▋     | 9208/19900 [4:40:06<5:39:45,  1.91s/it]
 46%|████▋     | 9209/19900 [4:40:08<5:37:04,  1.89s/it]
 46%|████▋     | 9210/19900 [4:40:10<5:27:56,  1.84s/it]
 46%|████▋     | 9211/19900 [4:40:11<5:23:31,  1.82s/it]
 46%|████▋     | 9212/19900 [4:40:13<5:16:12,  1.78s/it]
 46%|████▋     | 9213/19900 [4:40:15<5:13:05,  1.76s/it]
 46%|████▋     | 9214/19900 [4:40:16<5:05:22,  1.71s/it]
 46%|████▋     | 9215/19900 [4:40:18<4:57:34,  1.67s/it]
 46%|████▋     | 9216/19900 [4:40:20<4:52:42,  1.64s/it]
 46%|████▋     | 9217/19900 [4:40:21<4:50:14,  1.63s/it]
 46%|████▋     | 9218/19900 [4:40:23<4:47:54,  1.62s/it]
 46%|████▋     | 9219/19900 [4:40:24<4:42:52,  1.59s/it]
 46%|████▋     | 9220/19900 [4:40:26<4:41:04,  1.58s/it]
 46%|████▋     | 9221/19900 [4:40:27<4:34:39,  1.54s/it]
 46%|████▋     | 9222/19900 [4:40:29<4:32:37,  1.53s/it]
 46%|████▋     | 9223/19900 [4:40:30<4:31:42,  1.53s/it]
 46%|████▋     | 9224/19900 [4:40:32<4:27:34,  1.50s/it]
 46%|████▋     | 9225/19900 [4:40:33<4:23:05,  1.48s/it]
 46%|████▋     | 9226/19900 [4:40:35<4:20:42,  1.47s/it]
 46%|████▋     | 9227/19900 [4:40:36<4:19:33,  1.46s/it]
 46%|████▋     | 9228/19900 [4:40:38<4:17:35,  1.45s/it]
 46%|████▋     | 9229/19900 [4:40:39<4:16:58,  1.44s/it]
 46%|████▋     | 9230/19900 [4:40:40<4:13:42,  1.43s/it]
 46%|████▋     | 9231/19900 [4:40:42<4:07:21,  1.39s/it]
 46%|████▋     | 9232/19900 [4:40:43<4:03:07,  1.37s/it]
 46%|████▋     | 9233/19900 [4:40:44<3:59:40,  1.35s/it]
 46%|████▋     | 9234/19900 [4:40:46<3:54:56,  1.32s/it]
 46%|████▋     | 9235/19900 [4:40:47<3:52:03,  1.31s/it]
 46%|████▋     | 9236/19900 [4:40:48<3:54:13,  1.32s/it]
 46%|████▋     | 9237/19900 [4:40:49<3:53:51,  1.32s/it]
 46%|████▋     | 9238/19900 [4:40:51<3:52:47,  1.31s/it]
 46%|████▋     | 9239/19900 [4:40:52<3:51:03,  1.30s/it]
 46%|████▋     | 9240/19900 [4:40:53<3:45:50,  1.27s/it]
 46%|████▋     | 9241/19900 [4:40:54<3:45:09,  1.27s/it]
 46%|████▋     | 9242/19900 [4:40:56<3:42:28,  1.25s/it]
 46%|████▋     | 9243/19900 [4:40:57<3:38:37,  1.23s/it]
 46%|████▋     | 9244/19900 [4:40:58<3:33:25,  1.20s/it]
 46%|████▋     | 9245/19900 [4:40:59<3:26:46,  1.16s/it]
 46%|████▋     | 9246/19900 [4:41:00<3:21:52,  1.14s/it]
 46%|████▋     | 9247/19900 [4:41:01<3:19:33,  1.12s/it]
 46%|████▋     | 9248/19900 [4:41:02<3:14:58,  1.10s/it]
 46%|████▋     | 9249/19900 [4:41:03<3:12:38,  1.09s/it]
 46%|████▋     | 9250/19900 [4:41:04<3:08:30,  1.06s/it]
 46%|████▋     | 9251/19900 [4:41:05<3:06:30,  1.05s/it]
 46%|████▋     | 9252/19900 [4:41:06<3:01:14,  1.02s/it]
 46%|████▋     | 9253/19900 [4:41:09<4:10:02,  1.41s/it]
 47%|████▋     | 9254/19900 [4:41:11<4:55:40,  1.67s/it]
 47%|████▋     | 9255/19900 [4:41:13<5:19:15,  1.80s/it]
 47%|████▋     | 9256/19900 [4:41:15<5:26:54,  1.84s/it]
 47%|████▋     | 9257/19900 [4:41:17<5:25:10,  1.83s/it]
 47%|████▋     | 9258/19900 [4:41:19<5:20:53,  1.81s/it]
 47%|████▋     | 9259/19900 [4:41:20<5:22:03,  1.82s/it]
 47%|████▋     | 9260/19900 [4:41:22<5:17:29,  1.79s/it]
 47%|████▋     | 9261/19900 [4:41:24<5:19:23,  1.80s/it]
 47%|████▋     | 9262/19900 [4:41:26<5:16:11,  1.78s/it]
 47%|████▋     | 9263/19900 [4:41:27<5:09:01,  1.74s/it]
 47%|████▋     | 9264/19900 [4:41:29<5:04:58,  1.72s/it]
 47%|████▋     | 9265/19900 [4:41:31<5:00:47,  1.70s/it]
 47%|████▋     | 9266/19900 [4:41:32<4:56:24,  1.67s/it]
 47%|████▋     | 9267/19900 [4:41:34<4:57:26,  1.68s/it]
 47%|████▋     | 9268/19900 [4:41:35<4:52:04,  1.65s/it]
 47%|████▋     | 9269/19900 [4:41:37<4:44:02,  1.60s/it]
 47%|████▋     | 9270/19900 [4:41:39<4:40:01,  1.58s/it]
 47%|████▋     | 9271/19900 [4:41:40<4:39:15,  1.58s/it]
 47%|████▋     | 9272/19900 [4:41:42<4:36:25,  1.56s/it]
 47%|████▋     | 9273/19900 [4:41:43<4:33:45,  1.55s/it]
 47%|████▋     | 9274/19900 [4:41:45<4:28:17,  1.51s/it]
 47%|████▋     | 9275/19900 [4:41:46<4:23:45,  1.49s/it]
 47%|████▋     | 9276/19900 [4:41:47<4:18:58,  1.46s/it]
 47%|████▋     | 9277/19900 [4:41:49<4:14:52,  1.44s/it]
 47%|████▋     | 9278/19900 [4:41:50<4:16:15,  1.45s/it]
 47%|████▋     | 9279/19900 [4:41:52<4:07:55,  1.40s/it]
 47%|████▋     | 9280/19900 [4:41:53<4:05:56,  1.39s/it]
 47%|████▋     | 9281/19900 [4:41:54<4:04:26,  1.38s/it]
 47%|████▋     | 9282/19900 [4:41:55<3:56:37,  1.34s/it]
 47%|████▋     | 9283/19900 [4:41:57<3:53:05,  1.32s/it]
 47%|████▋     | 9284/19900 [4:41:58<3:54:16,  1.32s/it]
 47%|████▋     | 9285/19900 [4:41:59<3:53:01,  1.32s/it]
 47%|████▋     | 9286/19900 [4:42:01<3:48:06,  1.29s/it]
 47%|████▋     | 9287/19900 [4:42:02<3:43:48,  1.27s/it]
 47%|████▋     | 9288/19900 [4:42:03<3:41:19,  1.25s/it]
 47%|████▋     | 9289/19900 [4:42:04<3:42:23,  1.26s/it]
 47%|████▋     | 9290/19900 [4:42:06<3:42:21,  1.26s/it]
 47%|████▋     | 9291/19900 [4:42:07<3:39:52,  1.24s/it]
 47%|████▋     | 9292/19900 [4:42:08<3:35:27,  1.22s/it]
 47%|████▋     | 9293/19900 [4:42:09<3:29:29,  1.19s/it]
 47%|████▋     | 9294/19900 [4:42:10<3:22:15,  1.14s/it]
 47%|████▋     | 9295/19900 [4:42:11<3:12:04,  1.09s/it]
 47%|████▋     | 9296/19900 [4:42:12<3:03:33,  1.04s/it]
 47%|████▋     | 9297/19900 [4:42:13<3:01:30,  1.03s/it]
 47%|████▋     | 9298/19900 [4:42:14<3:01:05,  1.02s/it]
 47%|████▋     | 9299/19900 [4:42:15<3:02:20,  1.03s/it]
 47%|████▋     | 9300/19900 [4:42:16<2:59:07,  1.01s/it]
                                                        

 47%|████▋     | 9300/19900 [4:42:16<2:59:07,  1.01s/it]
 47%|████▋     | 9301/19900 [4:42:17<2:52:21,  1.02it/s]
 47%|████▋     | 9302/19900 [4:42:19<4:12:06,  1.43s/it]
 47%|████▋     | 9303/19900 [4:42:22<4:50:21,  1.64s/it]
 47%|████▋     | 9304/19900 [4:42:24<5:21:02,  1.82s/it]
 47%|████▋     | 9305/19900 [4:42:26<5:29:57,  1.87s/it]
 47%|████▋     | 9306/19900 [4:42:28<5:32:34,  1.88s/it]
 47%|████▋     | 9307/19900 [4:42:30<5:29:39,  1.87s/it]
 47%|████▋     | 9308/19900 [4:42:31<5:25:38,  1.84s/it]
 47%|████▋     | 9309/19900 [4:42:33<5:20:16,  1.81s/it]
 47%|████▋     | 9310/19900 [4:42:35<5:12:22,  1.77s/it]
 47%|████▋     | 9311/19900 [4:42:36<5:07:56,  1.74s/it]
 47%|████▋     | 9312/19900 [4:42:38<5:02:18,  1.71s/it]
 47%|████▋     | 9313/19900 [4:42:40<5:01:27,  1.71s/it]
 47%|████▋     | 9314/19900 [4:42:41<4:58:03,  1.69s/it]
 47%|████▋     | 9315/19900 [4:42:43<4:51:21,  1.65s/it]
 47%|████▋     | 9316/19900 [4:42:44<4:46:09,  1.62s/it]
 47%|████▋     | 9317/19900 [4:42:46<4:41:07,  1.59s/it]
 47%|████▋     | 9318/19900 [4:42:48<4:37:08,  1.57s/it]
 47%|████▋     | 9319/19900 [4:42:49<4:33:09,  1.55s/it]
 47%|████▋     | 9320/19900 [4:42:51<4:30:11,  1.53s/it]
 47%|████▋     | 9321/19900 [4:42:52<4:26:51,  1.51s/it]
 47%|████▋     | 9322/19900 [4:42:54<4:27:37,  1.52s/it]
 47%|████▋     | 9323/19900 [4:42:55<4:25:56,  1.51s/it]
 47%|████▋     | 9324/19900 [4:42:57<4:26:55,  1.51s/it]
 47%|████▋     | 9325/19900 [4:42:58<4:20:18,  1.48s/it]
 47%|████▋     | 9326/19900 [4:42:59<4:14:19,  1.44s/it]
 47%|████▋     | 9327/19900 [4:43:01<4:13:21,  1.44s/it]
 47%|████▋     | 9328/19900 [4:43:02<4:07:16,  1.40s/it]
 47%|████▋     | 9329/19900 [4:43:04<4:10:13,  1.42s/it]
 47%|████▋     | 9330/19900 [4:43:05<4:07:48,  1.41s/it]
 47%|████▋     | 9331/19900 [4:43:06<4:05:50,  1.40s/it]
 47%|████▋     | 9332/19900 [4:43:08<3:59:11,  1.36s/it]
 47%|████▋     | 9333/19900 [4:43:09<3:54:52,  1.33s/it]
 47%|████▋     | 9334/19900 [4:43:10<3:46:11,  1.28s/it]
 47%|████▋     | 9335/19900 [4:43:11<3:45:19,  1.28s/it]
 47%|████▋     | 9336/19900 [4:43:12<3:43:15,  1.27s/it]
 47%|████▋     | 9337/19900 [4:43:14<3:41:46,  1.26s/it]
 47%|████▋     | 9338/19900 [4:43:15<3:37:19,  1.23s/it]
 47%|████▋     | 9339/19900 [4:43:16<3:35:56,  1.23s/it]
 47%|████▋     | 9340/19900 [4:43:17<3:35:04,  1.22s/it]
 47%|████▋     | 9341/19900 [4:43:19<3:33:00,  1.21s/it]
 47%|████▋     | 9342/19900 [4:43:20<3:34:25,  1.22s/it]
 47%|████▋     | 9343/19900 [4:43:21<3:29:32,  1.19s/it]
 47%|████▋     | 9344/19900 [4:43:22<3:24:37,  1.16s/it]
 47%|████▋     | 9345/19900 [4:43:23<3:24:08,  1.16s/it]
 47%|████▋     | 9346/19900 [4:43:24<3:19:26,  1.13s/it]
 47%|████▋     | 9347/19900 [4:43:25<3:12:58,  1.10s/it]
 47%|████▋     | 9348/19900 [4:43:26<3:08:30,  1.07s/it]
 47%|████▋     | 9349/19900 [4:43:27<3:05:10,  1.05s/it]
 47%|████▋     | 9350/19900 [4:43:28<2:58:41,  1.02s/it]
 47%|████▋     | 9351/19900 [4:43:30<3:38:25,  1.24s/it]
 47%|████▋     | 9352/19900 [4:43:31<3:48:00,  1.30s/it]
 47%|████▋     | 9353/19900 [4:43:33<3:43:14,  1.27s/it]
 47%|████▋     | 9354/19900 [4:43:36<5:14:24,  1.79s/it]
 47%|████▋     | 9355/19900 [4:43:38<5:36:42,  1.92s/it]
 47%|████▋     | 9356/19900 [4:43:40<5:40:40,  1.94s/it]
 47%|████▋     | 9357/19900 [4:43:42<5:38:37,  1.93s/it]
 47%|████▋     | 9358/19900 [4:43:44<5:34:31,  1.90s/it]
 47%|████▋     | 9359/19900 [4:43:45<5:27:34,  1.86s/it]
 47%|████▋     | 9360/19900 [4:43:47<5:18:33,  1.81s/it]
 47%|████▋     | 9361/19900 [4:43:49<5:16:59,  1.80s/it]
 47%|████▋     | 9362/19900 [4:43:51<5:19:36,  1.82s/it]
 47%|████▋     | 9363/19900 [4:43:52<5:18:25,  1.81s/it]
 47%|████▋     | 9364/19900 [4:43:54<5:11:19,  1.77s/it]
 47%|████▋     | 9365/19900 [4:43:56<5:04:47,  1.74s/it]
 47%|████▋     | 9366/19900 [4:43:57<4:57:58,  1.70s/it]
 47%|████▋     | 9367/19900 [4:43:59<4:55:36,  1.68s/it]
 47%|████▋     | 9368/19900 [4:44:01<4:48:32,  1.64s/it]
 47%|████▋     | 9369/19900 [4:44:02<4:40:48,  1.60s/it]
 47%|████▋     | 9370/19900 [4:44:04<4:37:25,  1.58s/it]
 47%|████▋     | 9371/19900 [4:44:05<4:30:36,  1.54s/it]
 47%|████▋     | 9372/19900 [4:44:07<4:26:43,  1.52s/it]
 47%|████▋     | 9373/19900 [4:44:08<4:27:14,  1.52s/it]
 47%|████▋     | 9374/19900 [4:44:10<4:36:53,  1.58s/it]
 47%|████▋     | 9375/19900 [4:44:11<4:30:15,  1.54s/it]
 47%|████▋     | 9376/19900 [4:44:13<4:22:30,  1.50s/it]
 47%|████▋     | 9377/19900 [4:44:14<4:21:38,  1.49s/it]
 47%|████▋     | 9378/19900 [4:44:16<4:19:20,  1.48s/it]
 47%|████▋     | 9379/19900 [4:44:17<4:19:56,  1.48s/it]
 47%|████▋     | 9380/19900 [4:44:18<4:13:55,  1.45s/it]
 47%|████▋     | 9381/19900 [4:44:20<4:07:24,  1.41s/it]
 47%|████▋     | 9382/19900 [4:44:21<4:04:28,  1.39s/it]
 47%|████▋     | 9383/19900 [4:44:22<4:02:44,  1.38s/it]
 47%|████▋     | 9384/19900 [4:44:24<3:59:59,  1.37s/it]
 47%|████▋     | 9385/19900 [4:44:25<3:56:47,  1.35s/it]
 47%|████▋     | 9386/19900 [4:44:26<3:51:52,  1.32s/it]
 47%|████▋     | 9387/19900 [4:44:28<3:47:24,  1.30s/it]
 47%|████▋     | 9388/19900 [4:44:29<3:50:27,  1.32s/it]
 47%|████▋     | 9389/19900 [4:44:30<3:45:04,  1.28s/it]
 47%|████▋     | 9390/19900 [4:44:31<3:43:15,  1.27s/it]
 47%|████▋     | 9391/19900 [4:44:33<3:38:55,  1.25s/it]
 47%|████▋     | 9392/19900 [4:44:34<3:36:06,  1.23s/it]
 47%|████▋     | 9393/19900 [4:44:35<3:33:02,  1.22s/it]
 47%|████▋     | 9394/19900 [4:44:36<3:27:15,  1.18s/it]
 47%|████▋     | 9395/19900 [4:44:37<3:24:51,  1.17s/it]
 47%|████▋     | 9396/19900 [4:44:38<3:21:16,  1.15s/it]
 47%|████▋     | 9397/19900 [4:44:39<3:17:28,  1.13s/it]
 47%|████▋     | 9398/19900 [4:44:40<3:14:02,  1.11s/it]
 47%|████▋     | 9399/19900 [4:44:41<3:08:28,  1.08s/it]
 47%|████▋     | 9400/19900 [4:44:42<3:03:37,  1.05s/it]
                                                        

 47%|████▋     | 9400/19900 [4:44:42<3:03:37,  1.05s/it]
 47%|████▋     | 9401/19900 [4:44:43<2:55:04,  1.00s/it]
 47%|████▋     | 9402/19900 [4:44:44<2:44:52,  1.06it/s]
 47%|████▋     | 9403/19900 [4:44:47<4:05:32,  1.40s/it]
 47%|████▋     | 9404/19900 [4:44:49<4:46:19,  1.64s/it]
 47%|████▋     | 9405/19900 [4:44:51<5:06:22,  1.75s/it]
 47%|████▋     | 9406/19900 [4:44:53<5:20:52,  1.83s/it]
 47%|████▋     | 9407/19900 [4:44:55<5:19:59,  1.83s/it]
 47%|████▋     | 9408/19900 [4:44:56<5:15:57,  1.81s/it]
 47%|████▋     | 9409/19900 [4:44:58<5:11:34,  1.78s/it]
 47%|████▋     | 9410/19900 [4:45:00<5:06:20,  1.75s/it]
 47%|████▋     | 9411/19900 [4:45:01<5:01:03,  1.72s/it]
 47%|████▋     | 9412/19900 [4:45:03<4:56:15,  1.69s/it]
 47%|████▋     | 9413/19900 [4:45:05<4:57:24,  1.70s/it]
 47%|████▋     | 9414/19900 [4:45:06<4:52:31,  1.67s/it]
 47%|████▋     | 9415/19900 [4:45:08<4:48:35,  1.65s/it]
 47%|████▋     | 9416/19900 [4:45:10<4:45:20,  1.63s/it]
 47%|████▋     | 9417/19900 [4:45:11<4:40:40,  1.61s/it]
 47%|████▋     | 9418/19900 [4:45:13<4:36:21,  1.58s/it]
 47%|████▋     | 9419/19900 [4:45:14<4:34:27,  1.57s/it]
 47%|████▋     | 9420/19900 [4:45:16<4:36:05,  1.58s/it]
 47%|████▋     | 9421/19900 [4:45:17<4:33:51,  1.57s/it]
 47%|████▋     | 9422/19900 [4:45:19<4:30:25,  1.55s/it]
 47%|████▋     | 9423/19900 [4:45:20<4:26:19,  1.53s/it]
 47%|████▋     | 9424/19900 [4:45:22<4:28:45,  1.54s/it]
 47%|████▋     | 9425/19900 [4:45:23<4:28:14,  1.54s/it]
 47%|████▋     | 9426/19900 [4:45:25<4:23:14,  1.51s/it]
 47%|████▋     | 9427/19900 [4:45:26<4:18:44,  1.48s/it]
 47%|████▋     | 9428/19900 [4:45:28<4:15:12,  1.46s/it]
 47%|████▋     | 9429/19900 [4:45:29<4:07:05,  1.42s/it]
 47%|████▋     | 9430/19900 [4:45:30<4:03:01,  1.39s/it]
 47%|████▋     | 9431/19900 [4:45:32<4:03:28,  1.40s/it]
 47%|████▋     | 9432/19900 [4:45:33<4:00:41,  1.38s/it]
 47%|████▋     | 9433/19900 [4:45:34<3:54:51,  1.35s/it]
 47%|████▋     | 9434/19900 [4:45:36<3:53:37,  1.34s/it]
 47%|████▋     | 9435/19900 [4:45:37<3:47:40,  1.31s/it]
 47%|████▋     | 9436/19900 [4:45:38<3:44:25,  1.29s/it]
 47%|████▋     | 9437/19900 [4:45:39<3:41:15,  1.27s/it]
 47%|████▋     | 9438/19900 [4:45:41<3:37:53,  1.25s/it]
 47%|████▋     | 9439/19900 [4:45:42<3:35:10,  1.23s/it]
 47%|████▋     | 9440/19900 [4:45:43<3:29:04,  1.20s/it]
 47%|████▋     | 9441/19900 [4:45:44<3:22:56,  1.16s/it]
 47%|████▋     | 9442/19900 [4:45:45<3:18:44,  1.14s/it]
 47%|████▋     | 9443/19900 [4:45:46<3:19:31,  1.14s/it]
 47%|████▋     | 9444/19900 [4:45:47<3:17:24,  1.13s/it]
 47%|████▋     | 9445/19900 [4:45:48<3:14:21,  1.12s/it]
 47%|████▋     | 9446/19900 [4:45:49<3:12:17,  1.10s/it]
 47%|████▋     | 9447/19900 [4:45:51<3:08:53,  1.08s/it]
 47%|████▋     | 9448/19900 [4:45:52<3:10:29,  1.09s/it]
 47%|████▋     | 9449/19900 [4:45:53<3:06:17,  1.07s/it]
 47%|████▋     | 9450/19900 [4:45:54<3:02:01,  1.05s/it]
 47%|████▋     | 9451/19900 [4:45:55<2:53:47,  1.00it/s]
 47%|████▋     | 9452/19900 [4:45:57<4:06:27,  1.42s/it]
 48%|████▊     | 9453/19900 [4:45:59<4:45:55,  1.64s/it]
 48%|████▊     | 9454/19900 [4:46:01<5:12:30,  1.79s/it]
 48%|████▊     | 9455/19900 [4:46:03<5:21:11,  1.85s/it]
 48%|████▊     | 9456/19900 [4:46:05<5:20:06,  1.84s/it]
 48%|████▊     | 9457/19900 [4:46:07<5:17:21,  1.82s/it]
 48%|████▊     | 9458/19900 [4:46:09<5:14:40,  1.81s/it]
 48%|████▊     | 9459/19900 [4:46:10<5:14:59,  1.81s/it]
 48%|████▊     | 9460/19900 [4:46:12<5:15:11,  1.81s/it]
 48%|████▊     | 9461/19900 [4:46:14<5:11:32,  1.79s/it]
 48%|████▊     | 9462/19900 [4:46:16<5:02:18,  1.74s/it]
 48%|████▊     | 9463/19900 [4:46:17<4:59:19,  1.72s/it]
 48%|████▊     | 9464/19900 [4:46:19<4:54:18,  1.69s/it]
 48%|████▊     | 9465/19900 [4:46:21<4:56:51,  1.71s/it]
 48%|████▊     | 9466/19900 [4:46:22<4:51:37,  1.68s/it]
 48%|████▊     | 9467/19900 [4:46:24<4:49:47,  1.67s/it]
 48%|████▊     | 9468/19900 [4:46:25<4:46:38,  1.65s/it]
 48%|████▊     | 9469/19900 [4:46:27<4:45:29,  1.64s/it]
 48%|████▊     | 9470/19900 [4:46:29<4:39:19,  1.61s/it]
 48%|████▊     | 9471/19900 [4:46:30<4:35:04,  1.58s/it]
 48%|████▊     | 9472/19900 [4:46:32<4:35:28,  1.59s/it]
 48%|████▊     | 9473/19900 [4:46:33<4:30:36,  1.56s/it]
 48%|████▊     | 9474/19900 [4:46:35<4:26:13,  1.53s/it]
 48%|████▊     | 9475/19900 [4:46:36<4:21:29,  1.50s/it]
 48%|████▊     | 9476/19900 [4:46:38<4:22:47,  1.51s/it]
 48%|████▊     | 9477/19900 [4:46:39<4:20:05,  1.50s/it]
 48%|████▊     | 9478/19900 [4:46:41<4:14:47,  1.47s/it]
 48%|████▊     | 9479/19900 [4:46:42<4:12:38,  1.45s/it]
 48%|████▊     | 9480/19900 [4:46:43<4:07:09,  1.42s/it]
 48%|████▊     | 9481/19900 [4:46:45<4:02:54,  1.40s/it]
 48%|████▊     | 9482/19900 [4:46:46<3:54:56,  1.35s/it]
 48%|████▊     | 9483/19900 [4:46:47<3:48:54,  1.32s/it]
 48%|████▊     | 9484/19900 [4:46:48<3:48:42,  1.32s/it]
 48%|████▊     | 9485/19900 [4:46:50<3:49:42,  1.32s/it]
 48%|████▊     | 9486/19900 [4:46:51<3:48:46,  1.32s/it]
 48%|████▊     | 9487/19900 [4:46:52<3:46:05,  1.30s/it]
 48%|████▊     | 9488/19900 [4:46:54<3:40:32,  1.27s/it]
 48%|████▊     | 9489/19900 [4:46:55<3:35:25,  1.24s/it]
 48%|████▊     | 9490/19900 [4:46:56<3:33:55,  1.23s/it]
 48%|████▊     | 9491/19900 [4:46:57<3:31:17,  1.22s/it]
 48%|████▊     | 9492/19900 [4:46:58<3:30:44,  1.21s/it]
 48%|████▊     | 9493/19900 [4:46:59<3:24:22,  1.18s/it]
 48%|████▊     | 9494/19900 [4:47:01<3:21:33,  1.16s/it]
 48%|████▊     | 9495/19900 [4:47:02<3:16:03,  1.13s/it]
 48%|████▊     | 9496/19900 [4:47:03<3:14:42,  1.12s/it]
 48%|████▊     | 9497/19900 [4:47:04<3:13:19,  1.11s/it]
 48%|████▊     | 9498/19900 [4:47:05<3:08:45,  1.09s/it]
 48%|████▊     | 9499/19900 [4:47:06<3:05:12,  1.07s/it]
 48%|████▊     | 9500/19900 [4:47:07<2:59:37,  1.04s/it]
                                                        

 48%|████▊     | 9500/19900 [4:47:07<2:59:37,  1.04s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.626428484916687, 'eval_wer': 0.9377958079783637, 'eval_cer': 0.3884327900992525, 'eval_runtime': 124.9171, 'eval_samples_per_second': 23.68, 'eval_steps_per_second': 2.962, 'epoch': 45.23}
{'loss': 2.8807, 'learning_rate': 4.5289106145251395e-05, 'epoch': 45.73}
{'loss': 2.8631, 'learning_rate': 4.487011173184357e-05, 'epoch': 46.23}
{'loss': 2.8743, 'learning_rate': 4.4451117318435753e-05, 'epoch': 46.73}
{'loss': 2.8364, 'learning_rate': 4.4032122905027926e-05, 'epoch': 47.24}
{'loss': 2.8128, 'learning_rate': 4.361312849162011e-05, 'epoch': 47.74}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.70it/s]

  1%|          | 3/370 [00:00<01:09,  5.27it/s]

  1%|          | 4/370 [00:00<01:19,  4.61it/s]

  1%|▏         | 5/370 [00:01<01:29,  4.06it/s]

  2%|▏         | 6/370 [00:01<01:22,  4.43it/s]

  2%|▏         | 7/370 [00:01<01:31,  3.98it/s]

  2%|▏         | 8/370 [00:01<01:34,  3.82it/s]

  2%|▏         | 9/370 [00:02<01:33,  3.85it/s]

  3%|▎         | 10/370 [00:02<01:40,  3.58it/s]

  3%|▎         | 11/370 [00:02<01:37,  3.69it/s]

  3%|▎         | 12/370 [00:02<01:34,  3.77it/s]

  4%|▎         | 13/370 [00:03<01:35,  3.73it/s]

  4%|▍         | 14/370 [00:03<01:37,  3.64it/s]

  4%|▍         | 15/370 [00:03<01:30,  3.91it/s]

  4%|▍         | 16/370 [00:04<01:41,  3.50it/s]

  5%|▍         | 17/370 [00:04<01:31,  3.85it/s]

  5%|▍         | 18/370 [00:04<01:24,  4.15it/s]

  5%|▌         | 19/370 [00:04<01:28,  3.98it/s]

  5%|▌         | 20/370 [00:05<01:31,  3.81it/s]

  6%|▌         | 21/370 [00:05<01:29,  3.92it/s]

  6%|▌         | 22/370 [00:05<01:21,  4.28it/s]

  6%|▌         | 23/370 [00:05<01:18,  4.44it/s]

  6%|▋         | 24/370 [00:05<01:18,  4.41it/s]

  7%|▋         | 25/370 [00:06<01:21,  4.24it/s]

  7%|▋         | 26/370 [00:06<01:16,  4.49it/s]

  7%|▋         | 27/370 [00:06<01:16,  4.50it/s]

  8%|▊         | 28/370 [00:06<01:17,  4.42it/s]

  8%|▊         | 29/370 [00:07<01:22,  4.15it/s]

  8%|▊         | 30/370 [00:07<01:25,  3.99it/s]

  8%|▊         | 31/370 [00:07<01:22,  4.11it/s]

  9%|▊         | 32/370 [00:07<01:21,  4.15it/s]

  9%|▉         | 33/370 [00:08<01:20,  4.20it/s]

  9%|▉         | 34/370 [00:08<01:21,  4.11it/s]

  9%|▉         | 35/370 [00:08<01:25,  3.91it/s]

 10%|▉         | 36/370 [00:08<01:25,  3.90it/s]

 10%|█         | 37/370 [00:09<01:20,  4.14it/s]

 10%|█         | 38/370 [00:09<01:26,  3.83it/s]

 11%|█         | 39/370 [00:09<01:19,  4.14it/s]

 11%|█         | 40/370 [00:09<01:19,  4.16it/s]

 11%|█         | 41/370 [00:09<01:15,  4.34it/s]

 11%|█▏        | 42/370 [00:10<01:21,  4.03it/s]

 12%|█▏        | 43/370 [00:10<01:20,  4.06it/s]

 12%|█▏        | 44/370 [00:10<01:20,  4.06it/s]

 12%|█▏        | 45/370 [00:11<01:25,  3.81it/s]

 12%|█▏        | 46/370 [00:11<01:29,  3.62it/s]

 13%|█▎        | 47/370 [00:11<01:31,  3.53it/s]

 13%|█▎        | 48/370 [00:12<01:36,  3.35it/s]

 13%|█▎        | 49/370 [00:12<01:26,  3.70it/s]

 14%|█▎        | 50/370 [00:12<01:24,  3.81it/s]

 14%|█▍        | 51/370 [00:12<01:23,  3.84it/s]

 14%|█▍        | 52/370 [00:12<01:24,  3.78it/s]

 14%|█▍        | 53/370 [00:13<01:22,  3.83it/s]

 15%|█▍        | 54/370 [00:13<01:16,  4.14it/s]

 15%|█▍        | 55/370 [00:13<01:17,  4.05it/s]

 15%|█▌        | 56/370 [00:13<01:15,  4.15it/s]

 15%|█▌        | 57/370 [00:14<01:07,  4.60it/s]

 16%|█▌        | 58/370 [00:14<01:14,  4.19it/s]

 16%|█▌        | 59/370 [00:14<01:13,  4.22it/s]

 16%|█▌        | 60/370 [00:14<01:09,  4.44it/s]

 16%|█▋        | 61/370 [00:15<01:10,  4.38it/s]

 17%|█▋        | 62/370 [00:15<01:10,  4.34it/s]

 17%|█▋        | 63/370 [00:15<01:08,  4.51it/s]

 17%|█▋        | 64/370 [00:15<01:07,  4.53it/s]

 18%|█▊        | 65/370 [00:15<01:09,  4.37it/s]

 18%|█▊        | 66/370 [00:16<01:07,  4.49it/s]

 18%|█▊        | 67/370 [00:16<01:11,  4.26it/s]

 18%|█▊        | 68/370 [00:16<01:16,  3.97it/s]

 19%|█▊        | 69/370 [00:16<01:14,  4.06it/s]

 19%|█▉        | 70/370 [00:17<01:10,  4.25it/s]

 19%|█▉        | 71/370 [00:17<01:12,  4.14it/s]

 19%|█▉        | 72/370 [00:17<01:05,  4.55it/s]

 20%|█▉        | 73/370 [00:17<01:04,  4.58it/s]

 20%|██        | 74/370 [00:18<01:07,  4.37it/s]

 20%|██        | 75/370 [00:18<01:09,  4.23it/s]

 21%|██        | 76/370 [00:18<01:07,  4.35it/s]

 21%|██        | 77/370 [00:18<01:04,  4.54it/s]

 21%|██        | 78/370 [00:18<01:06,  4.42it/s]

 21%|██▏       | 79/370 [00:19<01:05,  4.42it/s]

 22%|██▏       | 80/370 [00:19<01:05,  4.42it/s]

 22%|██▏       | 81/370 [00:19<01:03,  4.56it/s]

 22%|██▏       | 82/370 [00:19<01:03,  4.55it/s]

 22%|██▏       | 83/370 [00:20<01:05,  4.41it/s]

 23%|██▎       | 84/370 [00:20<01:11,  3.98it/s]

 23%|██▎       | 85/370 [00:20<01:07,  4.23it/s]

 23%|██▎       | 86/370 [00:20<01:05,  4.34it/s]

 24%|██▎       | 87/370 [00:21<01:03,  4.48it/s]

 24%|██▍       | 88/370 [00:21<01:06,  4.25it/s]

 24%|██▍       | 89/370 [00:21<01:06,  4.21it/s]

 24%|██▍       | 90/370 [00:21<01:04,  4.34it/s]

 25%|██▍       | 91/370 [00:21<01:03,  4.37it/s]

 25%|██▍       | 92/370 [00:22<01:09,  4.00it/s]

 25%|██▌       | 93/370 [00:22<01:14,  3.71it/s]

 25%|██▌       | 94/370 [00:22<01:11,  3.86it/s]

 26%|██▌       | 95/370 [00:23<01:21,  3.39it/s]

 26%|██▌       | 96/370 [00:23<01:19,  3.45it/s]

 26%|██▌       | 97/370 [00:23<01:16,  3.55it/s]

 26%|██▋       | 98/370 [00:23<01:14,  3.67it/s]

 27%|██▋       | 99/370 [00:24<01:12,  3.76it/s]

 27%|██▋       | 100/370 [00:24<01:08,  3.91it/s]

 27%|██▋       | 101/370 [00:24<01:07,  4.01it/s]

 28%|██▊       | 102/370 [00:24<01:03,  4.25it/s]

 28%|██▊       | 103/370 [00:25<01:02,  4.25it/s]

 28%|██▊       | 104/370 [00:25<01:06,  4.00it/s]

 28%|██▊       | 105/370 [00:25<01:04,  4.13it/s]

 29%|██▊       | 106/370 [00:25<01:06,  3.99it/s]

 29%|██▉       | 107/370 [00:26<01:04,  4.10it/s]

 29%|██▉       | 108/370 [00:26<01:07,  3.86it/s]

 29%|██▉       | 109/370 [00:26<01:08,  3.80it/s]

 30%|██▉       | 110/370 [00:26<01:04,  4.02it/s]

 30%|███       | 111/370 [00:27<01:10,  3.68it/s]

 30%|███       | 112/370 [00:27<01:10,  3.64it/s]

 31%|███       | 113/370 [00:27<01:07,  3.78it/s]

 31%|███       | 114/370 [00:27<01:04,  3.97it/s]

 31%|███       | 115/370 [00:28<01:07,  3.75it/s]

 31%|███▏      | 116/370 [00:28<01:11,  3.54it/s]

 32%|███▏      | 117/370 [00:28<01:11,  3.53it/s]

 32%|███▏      | 118/370 [00:29<01:10,  3.56it/s]

 32%|███▏      | 119/370 [00:29<01:09,  3.60it/s]

 32%|███▏      | 120/370 [00:29<01:05,  3.82it/s]

 33%|███▎      | 121/370 [00:29<01:06,  3.75it/s]

 33%|███▎      | 122/370 [00:30<01:03,  3.91it/s]

 33%|███▎      | 123/370 [00:30<01:02,  3.98it/s]

 34%|███▎      | 124/370 [00:30<00:55,  4.43it/s]

 34%|███▍      | 125/370 [00:30<00:56,  4.31it/s]

 34%|███▍      | 126/370 [00:31<00:55,  4.36it/s]

 34%|███▍      | 127/370 [00:31<00:57,  4.19it/s]

 35%|███▍      | 128/370 [00:31<00:58,  4.11it/s]

 35%|███▍      | 129/370 [00:31<01:05,  3.67it/s]

 35%|███▌      | 130/370 [00:32<01:06,  3.63it/s]

 35%|███▌      | 131/370 [00:32<01:10,  3.38it/s]

 36%|███▌      | 132/370 [00:32<01:04,  3.68it/s]

 36%|███▌      | 133/370 [00:33<01:03,  3.70it/s]

 36%|███▌      | 134/370 [00:33<01:02,  3.79it/s]

 36%|███▋      | 135/370 [00:33<01:01,  3.85it/s]

 37%|███▋      | 136/370 [00:33<00:58,  3.99it/s]

 37%|███▋      | 137/370 [00:33<00:57,  4.03it/s]

 37%|███▋      | 138/370 [00:34<01:01,  3.79it/s]

 38%|███▊      | 139/370 [00:34<00:57,  4.01it/s]

 38%|███▊      | 140/370 [00:34<00:54,  4.25it/s]

 38%|███▊      | 141/370 [00:34<00:56,  4.04it/s]

 38%|███▊      | 142/370 [00:35<00:58,  3.90it/s]

 39%|███▊      | 143/370 [00:35<00:56,  4.02it/s]

 39%|███▉      | 144/370 [00:35<00:57,  3.91it/s]

 39%|███▉      | 145/370 [00:36<01:02,  3.60it/s]

 39%|███▉      | 146/370 [00:36<01:00,  3.72it/s]

 40%|███▉      | 147/370 [00:36<00:57,  3.85it/s]

 40%|████      | 148/370 [00:36<00:58,  3.79it/s]

 40%|████      | 149/370 [00:37<00:55,  3.95it/s]

 41%|████      | 150/370 [00:37<00:51,  4.31it/s]

 41%|████      | 151/370 [00:37<00:48,  4.55it/s]

 41%|████      | 152/370 [00:37<00:48,  4.47it/s]

 41%|████▏     | 153/370 [00:37<00:49,  4.35it/s]

 42%|████▏     | 154/370 [00:38<00:50,  4.25it/s]

 42%|████▏     | 155/370 [00:38<00:49,  4.36it/s]

 42%|████▏     | 156/370 [00:38<00:50,  4.20it/s]

 42%|████▏     | 157/370 [00:38<00:51,  4.14it/s]

 43%|████▎     | 158/370 [00:39<00:54,  3.91it/s]

 43%|████▎     | 159/370 [00:39<00:50,  4.19it/s]

 43%|████▎     | 160/370 [00:39<00:50,  4.18it/s]

 44%|████▎     | 161/370 [00:39<00:49,  4.18it/s]

 44%|████▍     | 162/370 [00:40<00:50,  4.08it/s]

 44%|████▍     | 163/370 [00:40<00:48,  4.27it/s]

 44%|████▍     | 164/370 [00:40<00:47,  4.29it/s]

 45%|████▍     | 165/370 [00:40<00:50,  4.08it/s]

 45%|████▍     | 166/370 [00:41<00:52,  3.92it/s]

 45%|████▌     | 167/370 [00:41<00:51,  3.96it/s]

 45%|████▌     | 168/370 [00:41<00:50,  3.99it/s]

 46%|████▌     | 169/370 [00:41<00:50,  3.97it/s]

 46%|████▌     | 170/370 [00:42<00:50,  3.97it/s]

 46%|████▌     | 171/370 [00:42<00:51,  3.86it/s]

 46%|████▋     | 172/370 [00:42<00:47,  4.19it/s]

 47%|████▋     | 173/370 [00:42<00:44,  4.42it/s]

 47%|████▋     | 174/370 [00:43<00:46,  4.20it/s]

 47%|████▋     | 175/370 [00:43<00:46,  4.19it/s]

 48%|████▊     | 176/370 [00:43<00:46,  4.14it/s]

 48%|████▊     | 177/370 [00:43<00:47,  4.04it/s]

 48%|████▊     | 178/370 [00:43<00:44,  4.27it/s]

 48%|████▊     | 179/370 [00:44<00:45,  4.18it/s]

 49%|████▊     | 180/370 [00:44<00:43,  4.34it/s]

 49%|████▉     | 181/370 [00:44<00:43,  4.39it/s]

 49%|████▉     | 182/370 [00:44<00:45,  4.14it/s]

 49%|████▉     | 183/370 [00:45<00:47,  3.98it/s]

 50%|████▉     | 184/370 [00:45<00:46,  4.04it/s]

 50%|█████     | 185/370 [00:45<00:43,  4.28it/s]

 50%|█████     | 186/370 [00:45<00:43,  4.25it/s]

 51%|█████     | 187/370 [00:46<00:44,  4.11it/s]

 51%|█████     | 188/370 [00:46<00:45,  4.04it/s]

 51%|█████     | 189/370 [00:46<00:46,  3.90it/s]

 51%|█████▏    | 190/370 [00:46<00:44,  4.06it/s]

 52%|█████▏    | 191/370 [00:47<00:46,  3.83it/s]

 52%|█████▏    | 192/370 [00:47<00:46,  3.80it/s]

 52%|█████▏    | 193/370 [00:47<00:46,  3.80it/s]

 52%|█████▏    | 194/370 [00:47<00:41,  4.24it/s]

 53%|█████▎    | 195/370 [00:48<00:42,  4.10it/s]

 53%|█████▎    | 196/370 [00:48<00:41,  4.18it/s]

 53%|█████▎    | 197/370 [00:48<00:40,  4.25it/s]

 54%|█████▎    | 198/370 [00:48<00:40,  4.21it/s]

 54%|█████▍    | 199/370 [00:49<00:40,  4.25it/s]

 54%|█████▍    | 200/370 [00:49<00:41,  4.12it/s]

 54%|█████▍    | 201/370 [00:49<00:40,  4.20it/s]

 55%|█████▍    | 202/370 [00:49<00:39,  4.24it/s]

 55%|█████▍    | 203/370 [00:50<00:38,  4.31it/s]

 55%|█████▌    | 204/370 [00:50<00:41,  4.00it/s]

 55%|█████▌    | 205/370 [00:50<00:38,  4.24it/s]

 56%|█████▌    | 206/370 [00:50<00:39,  4.10it/s]

 56%|█████▌    | 207/370 [00:51<00:44,  3.68it/s]

 56%|█████▌    | 208/370 [00:51<00:45,  3.57it/s]

 56%|█████▋    | 209/370 [00:51<00:43,  3.71it/s]

 57%|█████▋    | 210/370 [00:52<00:47,  3.36it/s]

 57%|█████▋    | 211/370 [00:52<00:49,  3.21it/s]

 57%|█████▋    | 212/370 [00:52<00:46,  3.39it/s]

 58%|█████▊    | 213/370 [00:52<00:45,  3.42it/s]

 58%|█████▊    | 214/370 [00:53<00:42,  3.64it/s]

 58%|█████▊    | 215/370 [00:53<00:42,  3.64it/s]

 58%|█████▊    | 216/370 [00:53<00:40,  3.78it/s]

 59%|█████▊    | 217/370 [00:53<00:39,  3.89it/s]

 59%|█████▉    | 218/370 [00:54<00:38,  3.94it/s]

 59%|█████▉    | 219/370 [00:54<00:39,  3.85it/s]

 59%|█████▉    | 220/370 [00:54<00:38,  3.92it/s]

 60%|█████▉    | 221/370 [00:54<00:38,  3.82it/s]

 60%|██████    | 222/370 [00:55<00:37,  3.96it/s]

 60%|██████    | 223/370 [00:55<00:38,  3.81it/s]

 61%|██████    | 224/370 [00:55<00:41,  3.54it/s]

 61%|██████    | 225/370 [00:56<00:43,  3.30it/s]

 61%|██████    | 226/370 [00:56<00:41,  3.44it/s]

 61%|██████▏   | 227/370 [00:56<00:41,  3.42it/s]

 62%|██████▏   | 228/370 [00:57<00:41,  3.42it/s]

 62%|██████▏   | 229/370 [00:57<00:44,  3.20it/s]

 62%|██████▏   | 230/370 [00:57<00:42,  3.27it/s]

 62%|██████▏   | 231/370 [00:57<00:40,  3.43it/s]

 63%|██████▎   | 232/370 [00:58<00:42,  3.27it/s]

 63%|██████▎   | 233/370 [00:58<00:42,  3.25it/s]

 63%|██████▎   | 234/370 [00:58<00:42,  3.22it/s]

 64%|██████▎   | 235/370 [00:59<00:40,  3.36it/s]

 64%|██████▍   | 236/370 [00:59<00:37,  3.56it/s]

 64%|██████▍   | 237/370 [00:59<00:37,  3.54it/s]

 64%|██████▍   | 238/370 [00:59<00:36,  3.60it/s]

 65%|██████▍   | 239/370 [01:00<00:35,  3.64it/s]

 65%|██████▍   | 240/370 [01:00<00:37,  3.51it/s]

 65%|██████▌   | 241/370 [01:00<00:36,  3.49it/s]

 65%|██████▌   | 242/370 [01:01<00:36,  3.56it/s]

 66%|██████▌   | 243/370 [01:01<00:38,  3.33it/s]

 66%|██████▌   | 244/370 [01:01<00:40,  3.14it/s]

 66%|██████▌   | 245/370 [01:02<00:37,  3.30it/s]

 66%|██████▋   | 246/370 [01:02<00:35,  3.47it/s]

 67%|██████▋   | 247/370 [01:02<00:32,  3.81it/s]

 67%|██████▋   | 248/370 [01:02<00:30,  3.99it/s]

 67%|██████▋   | 249/370 [01:03<00:31,  3.82it/s]

 68%|██████▊   | 250/370 [01:03<00:32,  3.69it/s]

 68%|██████▊   | 251/370 [01:03<00:32,  3.69it/s]

 68%|██████▊   | 252/370 [01:03<00:35,  3.36it/s]

 68%|██████▊   | 253/370 [01:04<00:34,  3.42it/s]

 69%|██████▊   | 254/370 [01:04<00:35,  3.29it/s]

 69%|██████▉   | 255/370 [01:04<00:34,  3.36it/s]

 69%|██████▉   | 256/370 [01:05<00:34,  3.31it/s]

 69%|██████▉   | 257/370 [01:05<00:34,  3.26it/s]

 70%|██████▉   | 258/370 [01:05<00:33,  3.32it/s]

 70%|███████   | 259/370 [01:06<00:33,  3.29it/s]

 70%|███████   | 260/370 [01:06<00:32,  3.42it/s]

 71%|███████   | 261/370 [01:06<00:32,  3.36it/s]

 71%|███████   | 262/370 [01:06<00:32,  3.29it/s]

 71%|███████   | 263/370 [01:07<00:33,  3.22it/s]

 71%|███████▏  | 264/370 [01:07<00:33,  3.14it/s]

 72%|███████▏  | 265/370 [01:07<00:31,  3.28it/s]

 72%|███████▏  | 266/370 [01:08<00:33,  3.14it/s]

 72%|███████▏  | 267/370 [01:08<00:35,  2.92it/s]

 72%|███████▏  | 268/370 [01:09<00:34,  2.92it/s]

 73%|███████▎  | 269/370 [01:09<00:35,  2.85it/s]

 73%|███████▎  | 270/370 [01:09<00:34,  2.90it/s]

 73%|███████▎  | 271/370 [01:10<00:34,  2.87it/s]

 74%|███████▎  | 272/370 [01:10<00:31,  3.07it/s]

 74%|███████▍  | 273/370 [01:10<00:31,  3.05it/s]

 74%|███████▍  | 274/370 [01:10<00:30,  3.10it/s]

 74%|███████▍  | 275/370 [01:11<00:30,  3.11it/s]

 75%|███████▍  | 276/370 [01:11<00:30,  3.12it/s]

 75%|███████▍  | 277/370 [01:11<00:30,  3.02it/s]

 75%|███████▌  | 278/370 [01:12<00:31,  2.94it/s]

 75%|███████▌  | 279/370 [01:12<00:30,  2.96it/s]

 76%|███████▌  | 280/370 [01:13<00:30,  2.94it/s]

 76%|███████▌  | 281/370 [01:13<00:29,  3.02it/s]

 76%|███████▌  | 282/370 [01:13<00:28,  3.13it/s]

 76%|███████▋  | 283/370 [01:13<00:29,  2.99it/s]

 77%|███████▋  | 284/370 [01:14<00:28,  3.01it/s]

 77%|███████▋  | 285/370 [01:14<00:29,  2.91it/s]

 77%|███████▋  | 286/370 [01:15<00:29,  2.88it/s]

 78%|███████▊  | 287/370 [01:15<00:29,  2.85it/s]

 78%|███████▊  | 288/370 [01:15<00:27,  2.95it/s]

 78%|███████▊  | 289/370 [01:15<00:25,  3.21it/s]

 78%|███████▊  | 290/370 [01:16<00:25,  3.13it/s]

 79%|███████▊  | 291/370 [01:16<00:27,  2.90it/s]

 79%|███████▉  | 292/370 [01:16<00:25,  3.08it/s]

 79%|███████▉  | 293/370 [01:17<00:25,  3.07it/s]

 79%|███████▉  | 294/370 [01:17<00:23,  3.22it/s]

 80%|███████▉  | 295/370 [01:17<00:22,  3.36it/s]

 80%|████████  | 296/370 [01:18<00:22,  3.30it/s]

 80%|████████  | 297/370 [01:18<00:23,  3.17it/s]

 81%|████████  | 298/370 [01:18<00:25,  2.83it/s]

 81%|████████  | 299/370 [01:19<00:24,  2.95it/s]

 81%|████████  | 300/370 [01:19<00:24,  2.92it/s]

 81%|████████▏ | 301/370 [01:19<00:24,  2.83it/s]

 82%|████████▏ | 302/370 [01:20<00:22,  3.04it/s]

 82%|████████▏ | 303/370 [01:20<00:21,  3.11it/s]

 82%|████████▏ | 304/370 [01:20<00:22,  2.88it/s]

 82%|████████▏ | 305/370 [01:21<00:22,  2.86it/s]

 83%|████████▎ | 306/370 [01:21<00:21,  2.97it/s]

 83%|████████▎ | 307/370 [01:21<00:20,  3.11it/s]

 83%|████████▎ | 308/370 [01:22<00:20,  3.06it/s]

 84%|████████▎ | 309/370 [01:22<00:19,  3.08it/s]

 84%|████████▍ | 310/370 [01:22<00:20,  2.95it/s]

 84%|████████▍ | 311/370 [01:23<00:19,  3.03it/s]

 84%|████████▍ | 312/370 [01:23<00:18,  3.07it/s]

 85%|████████▍ | 313/370 [01:23<00:17,  3.18it/s]

 85%|████████▍ | 314/370 [01:24<00:16,  3.31it/s]

 85%|████████▌ | 315/370 [01:24<00:16,  3.42it/s]

 85%|████████▌ | 316/370 [01:24<00:17,  3.12it/s]

 86%|████████▌ | 317/370 [01:25<00:16,  3.13it/s]

 86%|████████▌ | 318/370 [01:25<00:16,  3.10it/s]

 86%|████████▌ | 319/370 [01:25<00:15,  3.27it/s]

 86%|████████▋ | 320/370 [01:26<00:15,  3.28it/s]

 87%|████████▋ | 321/370 [01:26<00:15,  3.21it/s]

 87%|████████▋ | 322/370 [01:26<00:14,  3.34it/s]

 87%|████████▋ | 323/370 [01:26<00:14,  3.24it/s]

 88%|████████▊ | 324/370 [01:27<00:13,  3.29it/s]

 88%|████████▊ | 325/370 [01:27<00:13,  3.24it/s]

 88%|████████▊ | 326/370 [01:27<00:13,  3.24it/s]

 88%|████████▊ | 327/370 [01:28<00:13,  3.19it/s]

 89%|████████▊ | 328/370 [01:28<00:12,  3.33it/s]

 89%|████████▉ | 329/370 [01:28<00:12,  3.35it/s]

 89%|████████▉ | 330/370 [01:29<00:12,  3.30it/s]

 89%|████████▉ | 331/370 [01:29<00:12,  3.14it/s]

 90%|████████▉ | 332/370 [01:29<00:11,  3.28it/s]

 90%|█████████ | 333/370 [01:29<00:10,  3.40it/s]

 90%|█████████ | 334/370 [01:30<00:10,  3.33it/s]

 91%|█████████ | 335/370 [01:30<00:10,  3.47it/s]

 91%|█████████ | 336/370 [01:30<00:09,  3.51it/s]

 91%|█████████ | 337/370 [01:31<00:09,  3.46it/s]

 91%|█████████▏| 338/370 [01:31<00:09,  3.20it/s]

 92%|█████████▏| 339/370 [01:31<00:10,  3.07it/s]

 92%|█████████▏| 340/370 [01:32<00:09,  3.02it/s]

 92%|█████████▏| 341/370 [01:32<00:09,  3.01it/s]

 92%|█████████▏| 342/370 [01:32<00:08,  3.20it/s]

 93%|█████████▎| 343/370 [01:33<00:08,  3.32it/s]

 93%|█████████▎| 344/370 [01:33<00:08,  3.03it/s]

 93%|█████████▎| 345/370 [01:33<00:08,  2.92it/s]

 94%|█████████▎| 346/370 [01:34<00:08,  2.87it/s]

 94%|█████████▍| 347/370 [01:34<00:08,  2.79it/s]

 94%|█████████▍| 348/370 [01:34<00:07,  3.03it/s]

 94%|█████████▍| 349/370 [01:35<00:07,  2.86it/s]

 95%|█████████▍| 350/370 [01:35<00:06,  2.94it/s]

 95%|█████████▍| 351/370 [01:35<00:06,  2.91it/s]

 95%|█████████▌| 352/370 [01:36<00:06,  2.82it/s]

 95%|█████████▌| 353/370 [01:36<00:05,  2.92it/s]

 96%|█████████▌| 354/370 [01:36<00:05,  2.98it/s]

 96%|█████████▌| 355/370 [01:37<00:04,  3.20it/s]

 96%|█████████▌| 356/370 [01:37<00:04,  3.29it/s]

 96%|█████████▋| 357/370 [01:37<00:03,  3.33it/s]

 97%|█████████▋| 358/370 [01:37<00:03,  3.64it/s]

 97%|█████████▋| 359/370 [01:38<00:02,  3.69it/s]

 97%|█████████▋| 360/370 [01:38<00:02,  3.58it/s]

 98%|█████████▊| 361/370 [01:38<00:02,  3.62it/s]

 98%|█████████▊| 362/370 [01:39<00:02,  3.54it/s]

 98%|█████████▊| 363/370 [01:39<00:01,  3.92it/s]

 98%|█████████▊| 364/370 [01:39<00:01,  3.66it/s]

 99%|█████████▊| 365/370 [01:39<00:01,  3.75it/s]

 99%|█████████▉| 366/370 [01:40<00:01,  3.59it/s]

 99%|█████████▉| 367/370 [01:40<00:00,  3.57it/s]

 99%|█████████▉| 368/370 [01:40<00:00,  3.58it/s]

100%|█████████▉| 369/370 [01:41<00:00,  3.51it/s]

100%|██████████| 370/370 [01:41<00:00,  3.70it/s]
                                                        

                                                 

 48%|████▊     | 9500/19900 [4:49:16<2:59:37,  1.04s/it]

100%|██████████| 370/370 [02:08<00:00,  3.70it/s]

                                                 Saving model checkpoint to ./checkpoint-9500
Configuration saved in ./checkpoint-9500/config.json
Model weights saved in ./checkpoint-9500/pytorch_model.bin
Configuration saved in ./checkpoint-9500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-8000] due to args.save_total_limit

 48%|████▊     | 9501/19900 [4:50:36<183:08:43, 63.40s/it]
 48%|████▊     | 9502/19900 [4:50:38<130:04:13, 45.03s/it]
 48%|████▊     | 9503/19900 [4:50:40<92:45:17, 32.12s/it] 
 48%|████▊     | 9504/19900 [4:50:42<66:39:13, 23.08s/it]
 48%|████▊     | 9505/19900 [4:50:44<48:14:05, 16.70s/it]
 48%|████▊     | 9506/19900 [4:50:46<35:19:54, 12.24s/it]
 48%|████▊     | 9507/19900 [4:50:47<26:13:10,  9.08s/it]
 48%|████▊     | 9508/19900 [4:50:49<19:56:03,  6.91s/it]
 48%|████▊     | 9509/19900 [4:50:51<15:37:29,  5.41s/it]
 48%|████▊     | 9510/19900 [4:50:53<12:27:13,  4.32s/it]
 48%|████▊     | 9511/19900 [4:50:54<10:07:03,  3.51s/it]
 48%|████▊     | 9512/19900 [4:50:56<8:33:57,  2.97s/it] 
 48%|████▊     | 9513/19900 [4:50:58<7:26:17,  2.58s/it]
 48%|████▊     | 9514/19900 [4:50:59<6:39:32,  2.31s/it]
 48%|████▊     | 9515/19900 [4:51:01<6:02:39,  2.10s/it]
 48%|████▊     | 9516/19900 [4:51:03<5:36:03,  1.94s/it]
 48%|████▊     | 9517/19900 [4:51:04<5:13:24,  1.81s/it]
 48%|████▊     | 9518/19900 [4:51:06<4:57:12,  1.72s/it]
 48%|████▊     | 9519/19900 [4:51:07<4:48:18,  1.67s/it]
 48%|████▊     | 9520/19900 [4:51:09<4:45:22,  1.65s/it]
 48%|████▊     | 9521/19900 [4:51:10<4:36:30,  1.60s/it]
 48%|████▊     | 9522/19900 [4:51:12<4:28:28,  1.55s/it]
 48%|████▊     | 9523/19900 [4:51:13<4:25:51,  1.54s/it]
 48%|████▊     | 9524/19900 [4:51:15<4:19:56,  1.50s/it]
 48%|████▊     | 9525/19900 [4:51:16<4:19:13,  1.50s/it]
 48%|████▊     | 9526/19900 [4:51:18<4:18:58,  1.50s/it]
 48%|████▊     | 9527/19900 [4:51:19<4:12:56,  1.46s/it]
 48%|████▊     | 9528/19900 [4:51:20<4:08:53,  1.44s/it]
 48%|████▊     | 9529/19900 [4:51:22<4:03:13,  1.41s/it]
 48%|████▊     | 9530/19900 [4:51:23<4:00:23,  1.39s/it]
 48%|████▊     | 9531/19900 [4:51:25<4:02:41,  1.40s/it]
 48%|████▊     | 9532/19900 [4:51:26<3:55:46,  1.36s/it]
 48%|████▊     | 9533/19900 [4:51:27<3:56:14,  1.37s/it]
 48%|████▊     | 9534/19900 [4:51:28<3:52:16,  1.34s/it]
 48%|████▊     | 9535/19900 [4:51:30<3:45:32,  1.31s/it]
 48%|████▊     | 9536/19900 [4:51:31<3:42:30,  1.29s/it]
 48%|████▊     | 9537/19900 [4:51:32<3:36:55,  1.26s/it]
 48%|████▊     | 9538/19900 [4:51:33<3:43:15,  1.29s/it]
 48%|████▊     | 9539/19900 [4:51:35<3:40:20,  1.28s/it]
 48%|████▊     | 9540/19900 [4:51:36<3:34:36,  1.24s/it]
 48%|████▊     | 9541/19900 [4:51:37<3:28:04,  1.21s/it]
 48%|████▊     | 9542/19900 [4:51:38<3:23:27,  1.18s/it]
 48%|████▊     | 9543/19900 [4:51:39<3:24:24,  1.18s/it]
 48%|████▊     | 9544/19900 [4:51:40<3:16:09,  1.14s/it]
 48%|████▊     | 9545/19900 [4:51:41<3:16:10,  1.14s/it]
 48%|████▊     | 9546/19900 [4:51:43<3:12:56,  1.12s/it]
 48%|████▊     | 9547/19900 [4:51:44<3:05:44,  1.08s/it]
 48%|████▊     | 9548/19900 [4:51:44<2:58:43,  1.04s/it]
 48%|████▊     | 9549/19900 [4:51:45<2:54:19,  1.01s/it]
 48%|████▊     | 9550/19900 [4:51:47<3:33:17,  1.24s/it]
 48%|████▊     | 9551/19900 [4:51:49<3:45:13,  1.31s/it]
 48%|████▊     | 9552/19900 [4:51:50<3:47:23,  1.32s/it]
 48%|████▊     | 9553/19900 [4:51:53<5:06:30,  1.78s/it]
 48%|████▊     | 9554/19900 [4:51:55<5:27:15,  1.90s/it]
 48%|████▊     | 9555/19900 [4:51:57<5:38:35,  1.96s/it]
 48%|████▊     | 9556/19900 [4:51:59<5:40:58,  1.98s/it]
 48%|████▊     | 9557/19900 [4:52:01<5:36:43,  1.95s/it]
 48%|████▊     | 9558/19900 [4:52:03<5:29:01,  1.91s/it]
 48%|████▊     | 9559/19900 [4:52:05<5:20:57,  1.86s/it]
 48%|████▊     | 9560/19900 [4:52:06<5:13:38,  1.82s/it]
 48%|████▊     | 9561/19900 [4:52:08<5:08:00,  1.79s/it]
 48%|████▊     | 9562/19900 [4:52:10<5:02:52,  1.76s/it]
 48%|████▊     | 9563/19900 [4:52:11<4:57:44,  1.73s/it]
 48%|████▊     | 9564/19900 [4:52:13<4:59:35,  1.74s/it]
 48%|████▊     | 9565/19900 [4:52:15<4:52:51,  1.70s/it]
 48%|████▊     | 9566/19900 [4:52:16<4:46:12,  1.66s/it]
 48%|████▊     | 9567/19900 [4:52:18<4:45:56,  1.66s/it]
 48%|████▊     | 9568/19900 [4:52:20<4:40:25,  1.63s/it]
 48%|████▊     | 9569/19900 [4:52:21<4:35:31,  1.60s/it]
 48%|████▊     | 9570/19900 [4:52:23<4:33:01,  1.59s/it]
 48%|████▊     | 9571/19900 [4:52:24<4:29:27,  1.57s/it]
 48%|████▊     | 9572/19900 [4:52:26<4:26:57,  1.55s/it]
 48%|████▊     | 9573/19900 [4:52:27<4:28:08,  1.56s/it]
 48%|████▊     | 9574/19900 [4:52:29<4:27:59,  1.56s/it]
 48%|████▊     | 9575/19900 [4:52:30<4:22:16,  1.52s/it]
 48%|████▊     | 9576/19900 [4:52:32<4:16:37,  1.49s/it]
 48%|████▊     | 9577/19900 [4:52:33<4:12:02,  1.46s/it]
 48%|████▊     | 9578/19900 [4:52:34<4:06:42,  1.43s/it]
 48%|████▊     | 9579/19900 [4:52:36<4:00:34,  1.40s/it]
 48%|████▊     | 9580/19900 [4:52:37<3:57:43,  1.38s/it]
 48%|████▊     | 9581/19900 [4:52:38<3:59:19,  1.39s/it]
 48%|████▊     | 9582/19900 [4:52:40<3:53:36,  1.36s/it]
 48%|████▊     | 9583/19900 [4:52:41<3:51:50,  1.35s/it]
 48%|████▊     | 9584/19900 [4:52:42<3:51:45,  1.35s/it]
 48%|████▊     | 9585/19900 [4:52:44<3:48:18,  1.33s/it]
 48%|████▊     | 9586/19900 [4:52:45<3:47:40,  1.32s/it]
 48%|████▊     | 9587/19900 [4:52:46<3:43:40,  1.30s/it]
 48%|████▊     | 9588/19900 [4:52:48<3:42:39,  1.30s/it]
 48%|████▊     | 9589/19900 [4:52:49<3:38:56,  1.27s/it]
 48%|████▊     | 9590/19900 [4:52:50<3:35:07,  1.25s/it]
 48%|████▊     | 9591/19900 [4:52:51<3:31:59,  1.23s/it]
 48%|████▊     | 9592/19900 [4:52:52<3:30:29,  1.23s/it]
 48%|████▊     | 9593/19900 [4:52:54<3:26:31,  1.20s/it]
 48%|████▊     | 9594/19900 [4:52:55<3:19:39,  1.16s/it]
 48%|████▊     | 9595/19900 [4:52:56<3:13:41,  1.13s/it]
 48%|████▊     | 9596/19900 [4:52:57<3:13:23,  1.13s/it]
 48%|████▊     | 9597/19900 [4:52:58<3:11:11,  1.11s/it]
 48%|████▊     | 9598/19900 [4:52:59<3:09:11,  1.10s/it]
 48%|████▊     | 9599/19900 [4:53:00<3:03:41,  1.07s/it]
 48%|████▊     | 9600/19900 [4:53:01<2:58:42,  1.04s/it]
                                                        

 48%|████▊     | 9600/19900 [4:53:01<2:58:42,  1.04s/it]
 48%|████▊     | 9601/19900 [4:53:02<2:51:34,  1.00it/s]
 48%|████▊     | 9602/19900 [4:53:04<3:56:22,  1.38s/it]
 48%|████▊     | 9603/19900 [4:53:06<4:31:33,  1.58s/it]
 48%|████▊     | 9604/19900 [4:53:08<4:48:46,  1.68s/it]
 48%|████▊     | 9605/19900 [4:53:10<4:57:44,  1.74s/it]
 48%|████▊     | 9606/19900 [4:53:12<5:02:45,  1.76s/it]
 48%|████▊     | 9607/19900 [4:53:14<5:05:19,  1.78s/it]
 48%|████▊     | 9608/19900 [4:53:15<5:00:46,  1.75s/it]
 48%|████▊     | 9609/19900 [4:53:17<4:57:53,  1.74s/it]
 48%|████▊     | 9610/19900 [4:53:19<4:56:49,  1.73s/it]
 48%|████▊     | 9611/19900 [4:53:20<4:58:26,  1.74s/it]
 48%|████▊     | 9612/19900 [4:53:22<4:52:46,  1.71s/it]
 48%|████▊     | 9613/19900 [4:53:24<4:47:23,  1.68s/it]
 48%|████▊     | 9614/19900 [4:53:25<4:42:26,  1.65s/it]
 48%|████▊     | 9615/19900 [4:53:27<4:37:11,  1.62s/it]
 48%|████▊     | 9616/19900 [4:53:28<4:36:25,  1.61s/it]
 48%|████▊     | 9617/19900 [4:53:30<4:36:07,  1.61s/it]
 48%|████▊     | 9618/19900 [4:53:31<4:29:45,  1.57s/it]
 48%|████▊     | 9619/19900 [4:53:33<4:28:24,  1.57s/it]
 48%|████▊     | 9620/19900 [4:53:35<4:24:23,  1.54s/it]
 48%|████▊     | 9621/19900 [4:53:36<4:21:04,  1.52s/it]
 48%|████▊     | 9622/19900 [4:53:37<4:17:38,  1.50s/it]
 48%|████▊     | 9623/19900 [4:53:39<4:12:02,  1.47s/it]
 48%|████▊     | 9624/19900 [4:53:40<4:13:58,  1.48s/it]
 48%|████▊     | 9625/19900 [4:53:42<4:14:47,  1.49s/it]
 48%|████▊     | 9626/19900 [4:53:43<4:13:15,  1.48s/it]
 48%|████▊     | 9627/19900 [4:53:45<4:08:09,  1.45s/it]
 48%|████▊     | 9628/19900 [4:53:46<4:00:06,  1.40s/it]
 48%|████▊     | 9629/19900 [4:53:47<3:54:00,  1.37s/it]
 48%|████▊     | 9630/19900 [4:53:49<3:53:22,  1.36s/it]
 48%|████▊     | 9631/19900 [4:53:50<3:52:07,  1.36s/it]
 48%|████▊     | 9632/19900 [4:53:51<3:49:35,  1.34s/it]
 48%|████▊     | 9633/19900 [4:53:53<3:47:50,  1.33s/it]
 48%|████▊     | 9634/19900 [4:53:54<3:43:12,  1.30s/it]
 48%|████▊     | 9635/19900 [4:53:55<3:40:32,  1.29s/it]
 48%|████▊     | 9636/19900 [4:53:56<3:44:00,  1.31s/it]
 48%|████▊     | 9637/19900 [4:53:58<3:38:49,  1.28s/it]
 48%|████▊     | 9638/19900 [4:53:59<3:35:59,  1.26s/it]
 48%|████▊     | 9639/19900 [4:54:00<3:34:50,  1.26s/it]
 48%|████▊     | 9640/19900 [4:54:01<3:30:25,  1.23s/it]
 48%|████▊     | 9641/19900 [4:54:02<3:26:02,  1.21s/it]
 48%|████▊     | 9642/19900 [4:54:04<3:21:43,  1.18s/it]
 48%|████▊     | 9643/19900 [4:54:05<3:16:53,  1.15s/it]
 48%|████▊     | 9644/19900 [4:54:06<3:11:53,  1.12s/it]
 48%|████▊     | 9645/19900 [4:54:07<3:09:48,  1.11s/it]
 48%|████▊     | 9646/19900 [4:54:08<3:07:16,  1.10s/it]
 48%|████▊     | 9647/19900 [4:54:09<3:09:43,  1.11s/it]
 48%|████▊     | 9648/19900 [4:54:10<3:05:56,  1.09s/it]
 48%|████▊     | 9649/19900 [4:54:11<3:02:32,  1.07s/it]
 48%|████▊     | 9650/19900 [4:54:12<2:55:25,  1.03s/it]
 48%|████▊     | 9651/19900 [4:54:14<4:06:22,  1.44s/it]
 49%|████▊     | 9652/19900 [4:54:17<4:45:07,  1.67s/it]
 49%|████▊     | 9653/19900 [4:54:19<5:08:00,  1.80s/it]
 49%|████▊     | 9654/19900 [4:54:21<5:17:11,  1.86s/it]
 49%|████▊     | 9655/19900 [4:54:23<5:16:26,  1.85s/it]
 49%|████▊     | 9656/19900 [4:54:24<5:15:14,  1.85s/it]
 49%|████▊     | 9657/19900 [4:54:26<5:13:27,  1.84s/it]
 49%|████▊     | 9658/19900 [4:54:28<5:07:39,  1.80s/it]
 49%|████▊     | 9659/19900 [4:54:30<5:02:06,  1.77s/it]
 49%|████▊     | 9660/19900 [4:54:31<4:59:57,  1.76s/it]
 49%|████▊     | 9661/19900 [4:54:33<4:52:12,  1.71s/it]
 49%|████▊     | 9662/19900 [4:54:35<4:47:22,  1.68s/it]
 49%|████▊     | 9663/19900 [4:54:36<4:41:32,  1.65s/it]
 49%|████▊     | 9664/19900 [4:54:38<4:37:04,  1.62s/it]
 49%|████▊     | 9665/19900 [4:54:39<4:33:29,  1.60s/it]
 49%|████▊     | 9666/19900 [4:54:41<4:27:33,  1.57s/it]
 49%|████▊     | 9667/19900 [4:54:42<4:23:34,  1.55s/it]
 49%|████▊     | 9668/19900 [4:54:44<4:20:58,  1.53s/it]
 49%|████▊     | 9669/19900 [4:54:45<4:22:46,  1.54s/it]
 49%|████▊     | 9670/19900 [4:54:47<4:21:55,  1.54s/it]
 49%|████▊     | 9671/19900 [4:54:48<4:20:53,  1.53s/it]
 49%|████▊     | 9672/19900 [4:54:50<4:16:31,  1.50s/it]
 49%|████▊     | 9673/19900 [4:54:51<4:15:36,  1.50s/it]
 49%|████▊     | 9674/19900 [4:54:53<4:13:33,  1.49s/it]
 49%|████▊     | 9675/19900 [4:54:54<4:13:46,  1.49s/it]
 49%|████▊     | 9676/19900 [4:54:56<4:08:12,  1.46s/it]
 49%|████▊     | 9677/19900 [4:54:57<4:05:30,  1.44s/it]
 49%|████▊     | 9678/19900 [4:54:58<4:01:24,  1.42s/it]
 49%|████▊     | 9679/19900 [4:55:00<3:56:40,  1.39s/it]
 49%|████▊     | 9680/19900 [4:55:01<3:53:12,  1.37s/it]
 49%|████▊     | 9681/19900 [4:55:02<3:48:13,  1.34s/it]
 49%|████▊     | 9682/19900 [4:55:04<3:44:17,  1.32s/it]
 49%|████▊     | 9683/19900 [4:55:05<3:39:32,  1.29s/it]
 49%|████▊     | 9684/19900 [4:55:06<3:35:04,  1.26s/it]
 49%|████▊     | 9685/19900 [4:55:07<3:34:07,  1.26s/it]
 49%|████▊     | 9686/19900 [4:55:09<3:37:14,  1.28s/it]
 49%|████▊     | 9687/19900 [4:55:10<3:38:07,  1.28s/it]
 49%|████▊     | 9688/19900 [4:55:11<3:34:01,  1.26s/it]
 49%|████▊     | 9689/19900 [4:55:12<3:30:40,  1.24s/it]
 49%|████▊     | 9690/19900 [4:55:13<3:26:05,  1.21s/it]
 49%|████▊     | 9691/19900 [4:55:15<3:26:38,  1.21s/it]
 49%|████▊     | 9692/19900 [4:55:16<3:22:22,  1.19s/it]
 49%|████▊     | 9693/19900 [4:55:17<3:22:55,  1.19s/it]
 49%|████▊     | 9694/19900 [4:55:18<3:18:53,  1.17s/it]
 49%|████▊     | 9695/19900 [4:55:19<3:12:09,  1.13s/it]
 49%|████▊     | 9696/19900 [4:55:20<3:05:47,  1.09s/it]
 49%|████▊     | 9697/19900 [4:55:21<2:59:21,  1.05s/it]
 49%|████▊     | 9698/19900 [4:55:22<2:57:35,  1.04s/it]
 49%|████▊     | 9699/19900 [4:55:23<2:53:07,  1.02s/it]
 49%|████▊     | 9700/19900 [4:55:25<4:05:08,  1.44s/it]
                                                        

 49%|████▊     | 9700/19900 [4:55:25<4:05:08,  1.44s/it]
 49%|████▊     | 9701/19900 [4:55:28<4:44:10,  1.67s/it]
 49%|████▉     | 9702/19900 [4:55:30<5:03:46,  1.79s/it]
 49%|████▉     | 9703/19900 [4:55:32<5:09:34,  1.82s/it]
 49%|████▉     | 9704/19900 [4:55:33<5:11:25,  1.83s/it]
 49%|████▉     | 9705/19900 [4:55:35<5:12:29,  1.84s/it]
 49%|████▉     | 9706/19900 [4:55:37<5:10:35,  1.83s/it]
 49%|████▉     | 9707/19900 [4:55:39<5:05:29,  1.80s/it]
 49%|████▉     | 9708/19900 [4:55:41<5:00:21,  1.77s/it]
 49%|████▉     | 9709/19900 [4:55:42<5:01:44,  1.78s/it]
 49%|████▉     | 9710/19900 [4:55:44<4:57:25,  1.75s/it]
 49%|████▉     | 9711/19900 [4:55:46<4:51:37,  1.72s/it]
 49%|████▉     | 9712/19900 [4:55:47<4:46:39,  1.69s/it]
 49%|████▉     | 9713/19900 [4:55:49<4:41:37,  1.66s/it]
 49%|████▉     | 9714/19900 [4:55:50<4:37:38,  1.64s/it]
 49%|████▉     | 9715/19900 [4:55:52<4:35:03,  1.62s/it]
 49%|████▉     | 9716/19900 [4:55:54<4:33:07,  1.61s/it]
 49%|████▉     | 9717/19900 [4:55:55<4:25:49,  1.57s/it]
 49%|████▉     | 9718/19900 [4:55:57<4:23:18,  1.55s/it]
 49%|████▉     | 9719/19900 [4:55:58<4:22:24,  1.55s/it]
 49%|████▉     | 9720/19900 [4:56:00<4:18:18,  1.52s/it]
 49%|████▉     | 9721/19900 [4:56:01<4:17:41,  1.52s/it]
 49%|████▉     | 9722/19900 [4:56:03<4:16:44,  1.51s/it]
 49%|████▉     | 9723/19900 [4:56:04<4:13:04,  1.49s/it]
 49%|████▉     | 9724/19900 [4:56:05<4:07:26,  1.46s/it]
 49%|████▉     | 9725/19900 [4:56:07<4:02:39,  1.43s/it]
 49%|████▉     | 9726/19900 [4:56:08<4:00:42,  1.42s/it]
 49%|████▉     | 9727/19900 [4:56:10<3:58:10,  1.40s/it]
 49%|████▉     | 9728/19900 [4:56:11<3:55:23,  1.39s/it]
 49%|████▉     | 9729/19900 [4:56:12<3:49:11,  1.35s/it]
 49%|████▉     | 9730/19900 [4:56:14<3:52:51,  1.37s/it]
 49%|████▉     | 9731/19900 [4:56:15<3:48:08,  1.35s/it]
 49%|████▉     | 9732/19900 [4:56:16<3:45:36,  1.33s/it]
 49%|████▉     | 9733/19900 [4:56:17<3:42:53,  1.32s/it]
 49%|████▉     | 9734/19900 [4:56:19<3:39:56,  1.30s/it]
 49%|████▉     | 9735/19900 [4:56:20<3:34:17,  1.26s/it]
 49%|████▉     | 9736/19900 [4:56:21<3:37:03,  1.28s/it]
 49%|████▉     | 9737/19900 [4:56:22<3:32:59,  1.26s/it]
 49%|████▉     | 9738/19900 [4:56:24<3:28:49,  1.23s/it]
 49%|████▉     | 9739/19900 [4:56:25<3:25:29,  1.21s/it]
 49%|████▉     | 9740/19900 [4:56:26<3:21:10,  1.19s/it]
 49%|████▉     | 9741/19900 [4:56:27<3:19:49,  1.18s/it]
 49%|████▉     | 9742/19900 [4:56:28<3:18:05,  1.17s/it]
 49%|████▉     | 9743/19900 [4:56:29<3:15:08,  1.15s/it]
 49%|████▉     | 9744/19900 [4:56:30<3:08:19,  1.11s/it]
 49%|████▉     | 9745/19900 [4:56:31<3:04:40,  1.09s/it]
 49%|████▉     | 9746/19900 [4:56:32<2:53:35,  1.03s/it]
 49%|████▉     | 9747/19900 [4:56:33<2:43:07,  1.04it/s]
 49%|████▉     | 9748/19900 [4:56:34<2:39:55,  1.06it/s]
 49%|████▉     | 9749/19900 [4:56:36<3:31:31,  1.25s/it]
 49%|████▉     | 9750/19900 [4:56:37<3:37:14,  1.28s/it]
 49%|████▉     | 9751/19900 [4:56:39<3:33:44,  1.26s/it]
 49%|████▉     | 9752/19900 [4:56:41<4:52:22,  1.73s/it]
 49%|████▉     | 9753/19900 [4:56:43<5:11:12,  1.84s/it]
 49%|████▉     | 9754/19900 [4:56:45<5:20:36,  1.90s/it]
 49%|████▉     | 9755/19900 [4:56:47<5:25:21,  1.92s/it]
 49%|████▉     | 9756/19900 [4:56:49<5:21:45,  1.90s/it]
 49%|████▉     | 9757/19900 [4:56:51<5:17:57,  1.88s/it]
 49%|████▉     | 9758/19900 [4:56:53<5:14:46,  1.86s/it]
 49%|████▉     | 9759/19900 [4:56:55<5:10:42,  1.84s/it]
 49%|████▉     | 9760/19900 [4:56:56<5:03:43,  1.80s/it]
 49%|████▉     | 9761/19900 [4:56:58<4:55:53,  1.75s/it]
 49%|████▉     | 9762/19900 [4:57:00<4:54:08,  1.74s/it]
 49%|████▉     | 9763/19900 [4:57:01<4:50:42,  1.72s/it]
 49%|████▉     | 9764/19900 [4:57:03<4:42:52,  1.67s/it]
 49%|████▉     | 9765/19900 [4:57:05<4:39:17,  1.65s/it]
 49%|████▉     | 9766/19900 [4:57:06<4:37:07,  1.64s/it]
 49%|████▉     | 9767/19900 [4:57:08<4:31:36,  1.61s/it]
 49%|████▉     | 9768/19900 [4:57:09<4:33:27,  1.62s/it]
 49%|████▉     | 9769/19900 [4:57:11<4:29:59,  1.60s/it]
 49%|████▉     | 9770/19900 [4:57:13<4:25:56,  1.58s/it]
 49%|████▉     | 9771/19900 [4:57:14<4:22:59,  1.56s/it]
 49%|████▉     | 9772/19900 [4:57:16<4:20:49,  1.55s/it]
 49%|████▉     | 9773/19900 [4:57:17<4:16:00,  1.52s/it]
 49%|████▉     | 9774/19900 [4:57:18<4:11:26,  1.49s/it]
 49%|████▉     | 9775/19900 [4:57:20<4:08:43,  1.47s/it]
 49%|████▉     | 9776/19900 [4:57:21<4:04:37,  1.45s/it]
 49%|████▉     | 9777/19900 [4:57:23<4:04:16,  1.45s/it]
 49%|████▉     | 9778/19900 [4:57:24<4:01:55,  1.43s/it]
 49%|████▉     | 9779/19900 [4:57:26<4:01:12,  1.43s/it]
 49%|████▉     | 9780/19900 [4:57:27<3:56:12,  1.40s/it]
 49%|████▉     | 9781/19900 [4:57:28<3:53:14,  1.38s/it]
 49%|████▉     | 9782/19900 [4:57:30<3:54:56,  1.39s/it]
 49%|████▉     | 9783/19900 [4:57:31<3:49:45,  1.36s/it]
 49%|████▉     | 9784/19900 [4:57:32<3:44:44,  1.33s/it]
 49%|████▉     | 9785/19900 [4:57:33<3:43:31,  1.33s/it]
 49%|████▉     | 9786/19900 [4:57:35<3:37:30,  1.29s/it]
 49%|████▉     | 9787/19900 [4:57:36<3:33:13,  1.27s/it]
 49%|████▉     | 9788/19900 [4:57:37<3:34:28,  1.27s/it]
 49%|████▉     | 9789/19900 [4:57:38<3:32:04,  1.26s/it]
 49%|████▉     | 9790/19900 [4:57:40<3:32:30,  1.26s/it]
 49%|████▉     | 9791/19900 [4:57:41<3:28:27,  1.24s/it]
 49%|████▉     | 9792/19900 [4:57:42<3:22:05,  1.20s/it]
 49%|████▉     | 9793/19900 [4:57:43<3:17:18,  1.17s/it]
 49%|████▉     | 9794/19900 [4:57:44<3:11:52,  1.14s/it]
 49%|████▉     | 9795/19900 [4:57:45<3:10:11,  1.13s/it]
 49%|████▉     | 9796/19900 [4:57:46<3:08:08,  1.12s/it]
 49%|████▉     | 9797/19900 [4:57:47<3:04:49,  1.10s/it]
 49%|████▉     | 9798/19900 [4:57:48<3:00:45,  1.07s/it]
 49%|████▉     | 9799/19900 [4:57:49<2:55:52,  1.04s/it]
 49%|████▉     | 9800/19900 [4:57:50<2:49:51,  1.01s/it]
                                                        

 49%|████▉     | 9800/19900 [4:57:50<2:49:51,  1.01s/it]
 49%|████▉     | 9801/19900 [4:57:53<4:07:21,  1.47s/it]
 49%|████▉     | 9802/19900 [4:57:55<4:42:29,  1.68s/it]
 49%|████▉     | 9803/19900 [4:57:57<5:00:35,  1.79s/it]
 49%|████▉     | 9804/19900 [4:57:59<5:08:29,  1.83s/it]
 49%|████▉     | 9805/19900 [4:58:01<5:10:07,  1.84s/it]
 49%|████▉     | 9806/19900 [4:58:03<5:10:46,  1.85s/it]
 49%|████▉     | 9807/19900 [4:58:04<5:05:27,  1.82s/it]
 49%|████▉     | 9808/19900 [4:58:06<4:58:19,  1.77s/it]
 49%|████▉     | 9809/19900 [4:58:08<4:51:37,  1.73s/it]
 49%|████▉     | 9810/19900 [4:58:09<4:46:42,  1.70s/it]
 49%|████▉     | 9811/19900 [4:58:11<4:48:45,  1.72s/it]
 49%|████▉     | 9812/19900 [4:58:13<4:42:34,  1.68s/it]
 49%|████▉     | 9813/19900 [4:58:14<4:40:21,  1.67s/it]
 49%|████▉     | 9814/19900 [4:58:16<4:32:27,  1.62s/it]
 49%|████▉     | 9815/19900 [4:58:17<4:28:38,  1.60s/it]
 49%|████▉     | 9816/19900 [4:58:19<4:30:00,  1.61s/it]
 49%|████▉     | 9817/19900 [4:58:21<4:27:26,  1.59s/it]
 49%|████▉     | 9818/19900 [4:58:22<4:27:07,  1.59s/it]
 49%|████▉     | 9819/19900 [4:58:24<4:21:54,  1.56s/it]
 49%|████▉     | 9820/19900 [4:58:25<4:21:50,  1.56s/it]
 49%|████▉     | 9821/19900 [4:58:27<4:15:49,  1.52s/it]
 49%|████▉     | 9822/19900 [4:58:28<4:11:38,  1.50s/it]
 49%|████▉     | 9823/19900 [4:58:30<4:06:57,  1.47s/it]
 49%|████▉     | 9824/19900 [4:58:31<4:05:18,  1.46s/it]
 49%|████▉     | 9825/19900 [4:58:32<4:02:38,  1.44s/it]
 49%|████▉     | 9826/19900 [4:58:34<3:59:40,  1.43s/it]
 49%|████▉     | 9827/19900 [4:58:35<3:56:36,  1.41s/it]
 49%|████▉     | 9828/19900 [4:58:36<3:51:41,  1.38s/it]
 49%|████▉     | 9829/19900 [4:58:38<3:49:38,  1.37s/it]
 49%|████▉     | 9830/19900 [4:58:39<3:47:11,  1.35s/it]
 49%|████▉     | 9831/19900 [4:58:40<3:45:58,  1.35s/it]
 49%|████▉     | 9832/19900 [4:58:42<3:42:13,  1.32s/it]
 49%|████▉     | 9833/19900 [4:58:43<3:40:16,  1.31s/it]
 49%|████▉     | 9834/19900 [4:58:44<3:37:05,  1.29s/it]
 49%|████▉     | 9835/19900 [4:58:46<3:37:41,  1.30s/it]
 49%|████▉     | 9836/19900 [4:58:47<3:34:17,  1.28s/it]
 49%|████▉     | 9837/19900 [4:58:48<3:31:12,  1.26s/it]
 49%|████▉     | 9838/19900 [4:58:49<3:31:20,  1.26s/it]
 49%|████▉     | 9839/19900 [4:58:50<3:26:16,  1.23s/it]
 49%|████▉     | 9840/19900 [4:58:52<3:23:53,  1.22s/it]
 49%|████▉     | 9841/19900 [4:58:53<3:24:02,  1.22s/it]
 49%|████▉     | 9842/19900 [4:58:54<3:17:38,  1.18s/it]
 49%|████▉     | 9843/19900 [4:58:55<3:15:14,  1.16s/it]
 49%|████▉     | 9844/19900 [4:58:56<3:10:19,  1.14s/it]
 49%|████▉     | 9845/19900 [4:58:57<3:05:34,  1.11s/it]
 49%|████▉     | 9846/19900 [4:58:58<3:00:12,  1.08s/it]
 49%|████▉     | 9847/19900 [4:58:59<2:55:53,  1.05s/it]
 49%|████▉     | 9848/19900 [4:59:00<2:54:00,  1.04s/it]
 49%|████▉     | 9849/19900 [4:59:01<2:48:31,  1.01s/it]
 49%|████▉     | 9850/19900 [4:59:03<3:57:22,  1.42s/it]
 50%|████▉     | 9851/19900 [4:59:06<4:36:48,  1.65s/it]
 50%|████▉     | 9852/19900 [4:59:08<4:59:24,  1.79s/it]
 50%|████▉     | 9853/19900 [4:59:10<5:08:28,  1.84s/it]
 50%|████▉     | 9854/19900 [4:59:12<5:10:37,  1.86s/it]
 50%|████▉     | 9855/19900 [4:59:13<5:04:18,  1.82s/it]
 50%|████▉     | 9856/19900 [4:59:15<4:55:30,  1.77s/it]
 50%|████▉     | 9857/19900 [4:59:17<4:50:50,  1.74s/it]
 50%|████▉     | 9858/19900 [4:59:18<4:52:37,  1.75s/it]
 50%|████▉     | 9859/19900 [4:59:20<4:46:27,  1.71s/it]
 50%|████▉     | 9860/19900 [4:59:22<4:44:09,  1.70s/it]
 50%|████▉     | 9861/19900 [4:59:23<4:42:12,  1.69s/it]
 50%|████▉     | 9862/19900 [4:59:25<4:39:33,  1.67s/it]
 50%|████▉     | 9863/19900 [4:59:27<4:34:43,  1.64s/it]
 50%|████▉     | 9864/19900 [4:59:28<4:29:34,  1.61s/it]
 50%|████▉     | 9865/19900 [4:59:30<4:25:25,  1.59s/it]
 50%|████▉     | 9866/19900 [4:59:31<4:21:23,  1.56s/it]
 50%|████▉     | 9867/19900 [4:59:33<4:16:51,  1.54s/it]
 50%|████▉     | 9868/19900 [4:59:34<4:12:56,  1.51s/it]
 50%|████▉     | 9869/19900 [4:59:36<4:10:49,  1.50s/it]
 50%|████▉     | 9870/19900 [4:59:37<4:09:11,  1.49s/it]
 50%|████▉     | 9871/19900 [4:59:39<4:08:08,  1.48s/it]
 50%|████▉     | 9872/19900 [4:59:40<4:06:54,  1.48s/it]
 50%|████▉     | 9873/19900 [4:59:41<4:05:14,  1.47s/it]
 50%|████▉     | 9874/19900 [4:59:43<4:01:34,  1.45s/it]
 50%|████▉     | 9875/19900 [4:59:44<3:58:57,  1.43s/it]
 50%|████▉     | 9876/19900 [4:59:46<3:53:20,  1.40s/it]
 50%|████▉     | 9877/19900 [4:59:47<3:50:35,  1.38s/it]
 50%|████▉     | 9878/19900 [4:59:48<3:50:24,  1.38s/it]
 50%|████▉     | 9879/19900 [4:59:50<3:46:18,  1.36s/it]
 50%|████▉     | 9880/19900 [4:59:51<3:43:24,  1.34s/it]
 50%|████▉     | 9881/19900 [4:59:52<3:39:39,  1.32s/it]
 50%|████▉     | 9882/19900 [4:59:53<3:39:02,  1.31s/it]
 50%|████▉     | 9883/19900 [4:59:55<3:36:49,  1.30s/it]
 50%|████▉     | 9884/19900 [4:59:56<3:35:00,  1.29s/it]
 50%|████▉     | 9885/19900 [4:59:57<3:32:39,  1.27s/it]
 50%|████▉     | 9886/19900 [4:59:58<3:29:35,  1.26s/it]
 50%|████▉     | 9887/19900 [5:00:00<3:26:26,  1.24s/it]
 50%|████▉     | 9888/19900 [5:00:01<3:26:15,  1.24s/it]
 50%|████▉     | 9889/19900 [5:00:02<3:25:37,  1.23s/it]
 50%|████▉     | 9890/19900 [5:00:03<3:21:36,  1.21s/it]
 50%|████▉     | 9891/19900 [5:00:04<3:16:22,  1.18s/it]
 50%|████▉     | 9892/19900 [5:00:05<3:13:23,  1.16s/it]
 50%|████▉     | 9893/19900 [5:00:07<3:09:29,  1.14s/it]
 50%|████▉     | 9894/19900 [5:00:08<3:04:37,  1.11s/it]
 50%|████▉     | 9895/19900 [5:00:09<3:02:37,  1.10s/it]
 50%|████▉     | 9896/19900 [5:00:10<2:58:08,  1.07s/it]
 50%|████▉     | 9897/19900 [5:00:11<2:56:36,  1.06s/it]
 50%|████▉     | 9898/19900 [5:00:12<2:52:55,  1.04s/it]
 50%|████▉     | 9899/19900 [5:00:14<4:05:40,  1.47s/it]
 50%|████▉     | 9900/19900 [5:00:16<4:40:23,  1.68s/it]
                                                        

 50%|████▉     | 9900/19900 [5:00:16<4:40:23,  1.68s/it]
 50%|████▉     | 9901/19900 [5:00:18<5:01:04,  1.81s/it]
 50%|████▉     | 9902/19900 [5:00:20<5:07:18,  1.84s/it]
 50%|████▉     | 9903/19900 [5:00:22<5:04:54,  1.83s/it]
 50%|████▉     | 9904/19900 [5:00:24<5:06:02,  1.84s/it]
 50%|████▉     | 9905/19900 [5:00:26<5:01:50,  1.81s/it]
 50%|████▉     | 9906/19900 [5:00:28<4:59:28,  1.80s/it]
 50%|████▉     | 9907/19900 [5:00:29<4:52:09,  1.75s/it]
 50%|████▉     | 9908/19900 [5:00:31<4:46:58,  1.72s/it]
 50%|████▉     | 9909/19900 [5:00:33<4:45:32,  1.71s/it]
 50%|████▉     | 9910/19900 [5:00:34<4:41:53,  1.69s/it]
 50%|████▉     | 9911/19900 [5:00:36<4:38:01,  1.67s/it]
 50%|████▉     | 9912/19900 [5:00:37<4:30:26,  1.62s/it]
 50%|████▉     | 9913/19900 [5:00:39<4:29:32,  1.62s/it]
 50%|████▉     | 9914/19900 [5:00:40<4:27:08,  1.61s/it]
 50%|████▉     | 9915/19900 [5:00:42<4:27:38,  1.61s/it]
 50%|████▉     | 9916/19900 [5:00:44<4:33:12,  1.64s/it]
 50%|████▉     | 9917/19900 [5:00:45<4:26:59,  1.60s/it]
 50%|████▉     | 9918/19900 [5:00:47<4:22:19,  1.58s/it]
 50%|████▉     | 9919/19900 [5:00:48<4:18:24,  1.55s/it]
 50%|████▉     | 9920/19900 [5:00:50<4:15:36,  1.54s/it]
 50%|████▉     | 9921/19900 [5:00:51<4:10:25,  1.51s/it]
 50%|████▉     | 9922/19900 [5:00:53<4:07:15,  1.49s/it]
 50%|████▉     | 9923/19900 [5:00:54<4:06:44,  1.48s/it]
 50%|████▉     | 9924/19900 [5:00:56<4:00:31,  1.45s/it]
 50%|████▉     | 9925/19900 [5:00:57<4:00:19,  1.45s/it]
 50%|████▉     | 9926/19900 [5:00:58<3:52:56,  1.40s/it]
 50%|████▉     | 9927/19900 [5:01:00<3:50:32,  1.39s/it]
 50%|████▉     | 9928/19900 [5:01:01<3:44:42,  1.35s/it]
 50%|████▉     | 9929/19900 [5:01:02<3:39:54,  1.32s/it]
 50%|████▉     | 9930/19900 [5:01:04<3:41:08,  1.33s/it]
 50%|████▉     | 9931/19900 [5:01:05<3:37:54,  1.31s/it]
 50%|████▉     | 9932/19900 [5:01:06<3:35:03,  1.29s/it]
 50%|████▉     | 9933/19900 [5:01:07<3:29:43,  1.26s/it]
 50%|████▉     | 9934/19900 [5:01:08<3:22:41,  1.22s/it]
 50%|████▉     | 9935/19900 [5:01:10<3:22:44,  1.22s/it]
 50%|████▉     | 9936/19900 [5:01:11<3:21:16,  1.21s/it]
 50%|████▉     | 9937/19900 [5:01:12<3:20:08,  1.21s/it]
 50%|████▉     | 9938/19900 [5:01:13<3:17:48,  1.19s/it]
 50%|████▉     | 9939/19900 [5:01:14<3:16:15,  1.18s/it]
 50%|████▉     | 9940/19900 [5:01:15<3:12:46,  1.16s/it]
 50%|████▉     | 9941/19900 [5:01:16<3:09:12,  1.14s/it]
 50%|████▉     | 9942/19900 [5:01:18<3:06:12,  1.12s/it]
 50%|████▉     | 9943/19900 [5:01:19<3:03:20,  1.10s/it]
 50%|████▉     | 9944/19900 [5:01:20<2:59:51,  1.08s/it]
 50%|████▉     | 9945/19900 [5:01:21<3:01:18,  1.09s/it]
 50%|████▉     | 9946/19900 [5:01:22<2:56:13,  1.06s/it]
 50%|████▉     | 9947/19900 [5:01:23<2:50:35,  1.03s/it]
 50%|████▉     | 9948/19900 [5:01:25<3:35:05,  1.30s/it]
 50%|████▉     | 9949/19900 [5:01:26<3:42:13,  1.34s/it]
 50%|█████     | 9950/19900 [5:01:27<3:34:47,  1.30s/it]
 50%|█████     | 9951/19900 [5:01:30<4:52:07,  1.76s/it]
 50%|█████     | 9952/19900 [5:01:32<5:14:07,  1.89s/it]
 50%|█████     | 9953/19900 [5:01:34<5:17:57,  1.92s/it]
 50%|█████     | 9954/19900 [5:01:36<5:20:14,  1.93s/it]
 50%|█████     | 9955/19900 [5:01:38<5:14:44,  1.90s/it]
 50%|█████     | 9956/19900 [5:01:40<5:08:01,  1.86s/it]
 50%|█████     | 9957/19900 [5:01:42<5:02:45,  1.83s/it]
 50%|█████     | 9958/19900 [5:01:43<5:00:52,  1.82s/it]
 50%|█████     | 9959/19900 [5:01:45<4:55:57,  1.79s/it]
 50%|█████     | 9960/19900 [5:01:47<4:56:05,  1.79s/it]
 50%|█████     | 9961/19900 [5:01:49<4:51:59,  1.76s/it]
 50%|█████     | 9962/19900 [5:01:50<4:47:57,  1.74s/it]
 50%|█████     | 9963/19900 [5:01:52<4:40:36,  1.69s/it]
 50%|█████     | 9964/19900 [5:01:53<4:34:21,  1.66s/it]
 50%|█████     | 9965/19900 [5:01:55<4:30:38,  1.63s/it]
 50%|█████     | 9966/19900 [5:01:57<4:34:08,  1.66s/it]
 50%|█████     | 9967/19900 [5:01:58<4:28:59,  1.62s/it]
 50%|█████     | 9968/19900 [5:02:00<4:26:16,  1.61s/it]
 50%|█████     | 9969/19900 [5:02:01<4:21:48,  1.58s/it]
 50%|█████     | 9970/19900 [5:02:03<4:17:03,  1.55s/it]
 50%|█████     | 9971/19900 [5:02:04<4:16:35,  1.55s/it]
 50%|█████     | 9972/19900 [5:02:06<4:15:29,  1.54s/it]
 50%|█████     | 9973/19900 [5:02:07<4:12:56,  1.53s/it]
 50%|█████     | 9974/19900 [5:02:09<4:08:35,  1.50s/it]
 50%|█████     | 9975/19900 [5:02:10<4:05:31,  1.48s/it]
 50%|█████     | 9976/19900 [5:02:12<4:02:20,  1.47s/it]
 50%|█████     | 9977/19900 [5:02:13<3:59:20,  1.45s/it]
 50%|█████     | 9978/19900 [5:02:14<3:55:16,  1.42s/it]
 50%|█████     | 9979/19900 [5:02:16<3:48:59,  1.38s/it]
 50%|█████     | 9980/19900 [5:02:17<3:44:52,  1.36s/it]
 50%|█████     | 9981/19900 [5:02:18<3:45:53,  1.37s/it]
 50%|█████     | 9982/19900 [5:02:20<3:42:10,  1.34s/it]
 50%|█████     | 9983/19900 [5:02:21<3:46:04,  1.37s/it]
 50%|█████     | 9984/19900 [5:02:23<3:43:28,  1.35s/it]
 50%|█████     | 9985/19900 [5:02:24<3:39:31,  1.33s/it]
 50%|█████     | 9986/19900 [5:02:25<3:41:50,  1.34s/it]
 50%|█████     | 9987/19900 [5:02:26<3:36:21,  1.31s/it]
 50%|█████     | 9988/19900 [5:02:28<3:42:58,  1.35s/it]
 50%|█████     | 9989/19900 [5:02:29<3:34:52,  1.30s/it]
 50%|█████     | 9990/19900 [5:02:30<3:25:46,  1.25s/it]
 50%|█████     | 9991/19900 [5:02:31<3:28:29,  1.26s/it]
 50%|█████     | 9992/19900 [5:02:33<3:26:46,  1.25s/it]
 50%|█████     | 9993/19900 [5:02:34<3:24:01,  1.24s/it]
 50%|█████     | 9994/19900 [5:02:35<3:14:29,  1.18s/it]
 50%|█████     | 9995/19900 [5:02:36<3:08:09,  1.14s/it]
 50%|█████     | 9996/19900 [5:02:37<3:03:45,  1.11s/it]
 50%|█████     | 9997/19900 [5:02:38<2:57:33,  1.08s/it]
 50%|█████     | 9998/19900 [5:02:39<2:54:46,  1.06s/it]
 50%|█████     | 9999/19900 [5:02:40<2:49:07,  1.02s/it]
 50%|█████     | 10000/19900 [5:02:42<3:57:17,  1.44s/it]
                                                         

 50%|█████     | 10000/19900 [5:02:42<3:57:17,  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.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.5620697736740112, 'eval_wer': 0.934077079107505, 'eval_cer': 0.37818077849936693, 'eval_runtime': 128.811, 'eval_samples_per_second': 22.964, 'eval_steps_per_second': 2.872, 'epoch': 47.74}
{'loss': 2.855, 'learning_rate': 4.3194134078212285e-05, 'epoch': 48.24}
{'loss': 2.7587, 'learning_rate': 4.2775139664804464e-05, 'epoch': 48.74}
{'loss': 2.7794, 'learning_rate': 4.2356145251396644e-05, 'epoch': 49.25}
{'loss': 2.7664, 'learning_rate': 4.193715083798882e-05, 'epoch': 49.75}
{'loss': 2.7386, 'learning_rate': 4.1518156424581e-05, 'epoch': 50.25}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.65it/s]

  1%|          | 3/370 [00:00<01:03,  5.75it/s]

  1%|          | 4/370 [00:00<01:19,  4.63it/s]

  1%|▏         | 5/370 [00:01<01:27,  4.18it/s]

  2%|▏         | 6/370 [00:01<01:18,  4.64it/s]

  2%|▏         | 7/370 [00:01<01:25,  4.25it/s]

  2%|▏         | 8/370 [00:01<01:21,  4.43it/s]

  2%|▏         | 9/370 [00:01<01:21,  4.41it/s]

  3%|▎         | 10/370 [00:02<01:25,  4.19it/s]

  3%|▎         | 11/370 [00:02<01:28,  4.07it/s]

  3%|▎         | 12/370 [00:02<01:29,  3.98it/s]

  4%|▎         | 13/370 [00:02<01:27,  4.08it/s]

  4%|▍         | 14/370 [00:03<01:29,  3.96it/s]

  4%|▍         | 15/370 [00:03<01:23,  4.27it/s]

  4%|▍         | 16/370 [00:03<01:24,  4.18it/s]

  5%|▍         | 17/370 [00:03<01:19,  4.46it/s]

  5%|▍         | 18/370 [00:04<01:14,  4.73it/s]

  5%|▌         | 19/370 [00:04<01:17,  4.51it/s]

  5%|▌         | 20/370 [00:04<01:22,  4.26it/s]

  6%|▌         | 21/370 [00:04<01:22,  4.25it/s]

  6%|▌         | 22/370 [00:04<01:17,  4.47it/s]

  6%|▌         | 23/370 [00:05<01:17,  4.50it/s]

  6%|▋         | 24/370 [00:05<01:19,  4.37it/s]

  7%|▋         | 25/370 [00:05<01:21,  4.22it/s]

  7%|▋         | 26/370 [00:05<01:16,  4.51it/s]

  7%|▋         | 27/370 [00:06<01:15,  4.52it/s]

  8%|▊         | 28/370 [00:06<01:16,  4.47it/s]

  8%|▊         | 29/370 [00:06<01:20,  4.26it/s]

  8%|▊         | 30/370 [00:06<01:19,  4.28it/s]

  8%|▊         | 31/370 [00:07<01:18,  4.34it/s]

  9%|▊         | 32/370 [00:07<01:17,  4.39it/s]

  9%|▉         | 33/370 [00:07<01:19,  4.26it/s]

  9%|▉         | 34/370 [00:07<01:18,  4.28it/s]

  9%|▉         | 35/370 [00:08<01:20,  4.14it/s]

 10%|▉         | 36/370 [00:08<01:21,  4.10it/s]

 10%|█         | 37/370 [00:08<01:17,  4.29it/s]

 10%|█         | 38/370 [00:08<01:22,  4.02it/s]

 11%|█         | 39/370 [00:08<01:16,  4.31it/s]

 11%|█         | 40/370 [00:09<01:16,  4.32it/s]

 11%|█         | 41/370 [00:09<01:15,  4.37it/s]

 11%|█▏        | 42/370 [00:09<01:16,  4.27it/s]

 12%|█▏        | 43/370 [00:09<01:18,  4.15it/s]

 12%|█▏        | 44/370 [00:10<01:14,  4.36it/s]

 12%|█▏        | 45/370 [00:10<01:22,  3.94it/s]

 12%|█▏        | 46/370 [00:10<01:19,  4.09it/s]

 13%|█▎        | 47/370 [00:10<01:27,  3.71it/s]

 13%|█▎        | 48/370 [00:11<01:26,  3.72it/s]

 13%|█▎        | 49/370 [00:11<01:18,  4.07it/s]

 14%|█▎        | 50/370 [00:11<01:11,  4.49it/s]

 14%|█▍        | 51/370 [00:11<01:13,  4.32it/s]

 14%|█▍        | 52/370 [00:12<01:12,  4.41it/s]

 14%|█▍        | 53/370 [00:12<01:19,  4.00it/s]

 15%|█▍        | 54/370 [00:12<01:16,  4.14it/s]

 15%|█▍        | 55/370 [00:12<01:17,  4.05it/s]

 15%|█▌        | 56/370 [00:13<01:15,  4.16it/s]

 15%|█▌        | 57/370 [00:13<01:07,  4.61it/s]

 16%|█▌        | 58/370 [00:13<01:13,  4.25it/s]

 16%|█▌        | 59/370 [00:13<01:13,  4.22it/s]

 16%|█▌        | 60/370 [00:13<01:09,  4.44it/s]

 16%|█▋        | 61/370 [00:14<01:10,  4.39it/s]

 17%|█▋        | 62/370 [00:14<01:10,  4.37it/s]

 17%|█▋        | 63/370 [00:14<01:07,  4.57it/s]

 17%|█▋        | 64/370 [00:14<01:05,  4.69it/s]

 18%|█▊        | 65/370 [00:15<01:07,  4.54it/s]

 18%|█▊        | 66/370 [00:15<01:05,  4.67it/s]

 18%|█▊        | 67/370 [00:15<01:07,  4.48it/s]

 18%|█▊        | 68/370 [00:15<01:11,  4.23it/s]

 19%|█▊        | 69/370 [00:15<01:06,  4.53it/s]

 19%|█▉        | 70/370 [00:16<01:04,  4.62it/s]

 19%|█▉        | 71/370 [00:16<01:07,  4.41it/s]

 19%|█▉        | 72/370 [00:16<01:02,  4.78it/s]

 20%|█▉        | 73/370 [00:16<01:05,  4.52it/s]

 20%|██        | 74/370 [00:17<01:10,  4.20it/s]

 20%|██        | 75/370 [00:17<01:10,  4.20it/s]

 21%|██        | 76/370 [00:17<01:05,  4.48it/s]

 21%|██        | 77/370 [00:17<01:02,  4.67it/s]

 21%|██        | 78/370 [00:17<01:04,  4.56it/s]

 21%|██▏       | 79/370 [00:18<01:03,  4.55it/s]

 22%|██▏       | 80/370 [00:18<01:04,  4.52it/s]

 22%|██▏       | 81/370 [00:18<01:04,  4.49it/s]

 22%|██▏       | 82/370 [00:18<01:04,  4.45it/s]

 22%|██▏       | 83/370 [00:19<01:05,  4.41it/s]

 23%|██▎       | 84/370 [00:19<01:05,  4.36it/s]

 23%|██▎       | 85/370 [00:19<01:03,  4.51it/s]

 23%|██▎       | 86/370 [00:19<01:02,  4.54it/s]

 24%|██▎       | 87/370 [00:19<01:00,  4.67it/s]

 24%|██▍       | 88/370 [00:20<01:03,  4.46it/s]

 24%|██▍       | 89/370 [00:20<01:08,  4.12it/s]

 24%|██▍       | 90/370 [00:20<01:05,  4.25it/s]

 25%|██▍       | 91/370 [00:20<01:03,  4.39it/s]

 25%|██▍       | 92/370 [00:21<01:07,  4.15it/s]

 25%|██▌       | 93/370 [00:21<01:10,  3.95it/s]

 25%|██▌       | 94/370 [00:21<01:10,  3.89it/s]

 26%|██▌       | 95/370 [00:22<01:18,  3.48it/s]

 26%|██▌       | 96/370 [00:22<01:17,  3.53it/s]

 26%|██▌       | 97/370 [00:22<01:13,  3.70it/s]

 26%|██▋       | 98/370 [00:22<01:10,  3.86it/s]

 27%|██▋       | 99/370 [00:23<01:08,  3.94it/s]

 27%|██▋       | 100/370 [00:23<01:06,  4.05it/s]

 27%|██▋       | 101/370 [00:23<01:09,  3.86it/s]

 28%|██▊       | 102/370 [00:23<01:08,  3.92it/s]

 28%|██▊       | 103/370 [00:24<01:03,  4.20it/s]

 28%|██▊       | 104/370 [00:24<01:07,  3.92it/s]

 28%|██▊       | 105/370 [00:24<01:04,  4.10it/s]

 29%|██▊       | 106/370 [00:24<01:06,  4.00it/s]

 29%|██▉       | 107/370 [00:25<01:05,  4.04it/s]

 29%|██▉       | 108/370 [00:25<01:02,  4.17it/s]

 29%|██▉       | 109/370 [00:25<01:05,  3.99it/s]

 30%|██▉       | 110/370 [00:25<01:02,  4.19it/s]

 30%|███       | 111/370 [00:25<01:00,  4.26it/s]

 30%|███       | 112/370 [00:26<01:02,  4.11it/s]

 31%|███       | 113/370 [00:26<01:00,  4.23it/s]

 31%|███       | 114/370 [00:26<00:59,  4.33it/s]

 31%|███       | 115/370 [00:26<01:01,  4.16it/s]

 31%|███▏      | 116/370 [00:27<01:03,  4.01it/s]

 32%|███▏      | 117/370 [00:27<01:06,  3.82it/s]

 32%|███▏      | 118/370 [00:27<01:06,  3.81it/s]

 32%|███▏      | 119/370 [00:28<01:03,  3.94it/s]

 32%|███▏      | 120/370 [00:28<01:00,  4.14it/s]

 33%|███▎      | 121/370 [00:28<00:59,  4.21it/s]

 33%|███▎      | 122/370 [00:28<00:58,  4.20it/s]

 33%|███▎      | 123/370 [00:28<00:55,  4.43it/s]

 34%|███▎      | 124/370 [00:29<00:51,  4.81it/s]

 34%|███▍      | 125/370 [00:29<00:54,  4.51it/s]

 34%|███▍      | 126/370 [00:29<00:57,  4.25it/s]

 34%|███▍      | 127/370 [00:29<00:58,  4.14it/s]

 35%|███▍      | 128/370 [00:30<00:58,  4.12it/s]

 35%|███▍      | 129/370 [00:30<01:01,  3.89it/s]

 35%|███▌      | 130/370 [00:30<01:02,  3.82it/s]

 35%|███▌      | 131/370 [00:30<01:04,  3.72it/s]

 36%|███▌      | 132/370 [00:31<00:58,  4.04it/s]

 36%|███▌      | 133/370 [00:31<00:56,  4.16it/s]

 36%|███▌      | 134/370 [00:31<00:57,  4.10it/s]

 36%|███▋      | 135/370 [00:31<00:58,  4.02it/s]

 37%|███▋      | 136/370 [00:32<00:59,  3.95it/s]

 37%|███▋      | 137/370 [00:32<01:01,  3.77it/s]

 37%|███▋      | 138/370 [00:32<00:59,  3.89it/s]

 38%|███▊      | 139/370 [00:32<00:56,  4.10it/s]

 38%|███▊      | 140/370 [00:33<00:54,  4.25it/s]

 38%|███▊      | 141/370 [00:33<00:56,  4.04it/s]

 38%|███▊      | 142/370 [00:33<00:57,  4.00it/s]

 39%|███▊      | 143/370 [00:33<00:55,  4.10it/s]

 39%|███▉      | 144/370 [00:34<00:57,  3.91it/s]

 39%|███▉      | 145/370 [00:34<01:00,  3.69it/s]

 39%|███▉      | 146/370 [00:34<00:58,  3.86it/s]

 40%|███▉      | 147/370 [00:34<00:56,  3.95it/s]

 40%|████      | 148/370 [00:35<00:57,  3.88it/s]

 40%|████      | 149/370 [00:35<00:54,  4.05it/s]

 41%|████      | 150/370 [00:35<00:50,  4.39it/s]

 41%|████      | 151/370 [00:35<00:47,  4.62it/s]

 41%|████      | 152/370 [00:35<00:48,  4.53it/s]

 41%|████▏     | 153/370 [00:36<00:49,  4.36it/s]

 42%|████▏     | 154/370 [00:36<00:49,  4.33it/s]

 42%|████▏     | 155/370 [00:36<00:48,  4.42it/s]

 42%|████▏     | 156/370 [00:36<00:51,  4.18it/s]

 42%|████▏     | 157/370 [00:37<00:51,  4.12it/s]

 43%|████▎     | 158/370 [00:37<00:52,  4.00it/s]

 43%|████▎     | 159/370 [00:37<00:49,  4.26it/s]

 43%|████▎     | 160/370 [00:37<00:49,  4.22it/s]

 44%|████▎     | 161/370 [00:38<00:49,  4.23it/s]

 44%|████▍     | 162/370 [00:38<00:53,  3.86it/s]

 44%|████▍     | 163/370 [00:38<00:53,  3.87it/s]

 44%|████▍     | 164/370 [00:38<00:52,  3.95it/s]

 45%|████▍     | 165/370 [00:39<00:53,  3.80it/s]

 45%|████▍     | 166/370 [00:39<00:53,  3.81it/s]

 45%|████▌     | 167/370 [00:39<00:53,  3.82it/s]

 45%|████▌     | 168/370 [00:40<00:50,  3.97it/s]

 46%|████▌     | 169/370 [00:40<00:49,  4.10it/s]

 46%|████▌     | 170/370 [00:40<00:51,  3.86it/s]

 46%|████▌     | 171/370 [00:40<00:52,  3.77it/s]

 46%|████▋     | 172/370 [00:40<00:47,  4.16it/s]

 47%|████▋     | 173/370 [00:41<00:42,  4.62it/s]

 47%|████▋     | 174/370 [00:41<00:44,  4.39it/s]

 47%|████▋     | 175/370 [00:41<00:43,  4.46it/s]

 48%|████▊     | 176/370 [00:41<00:41,  4.62it/s]

 48%|████▊     | 177/370 [00:42<00:45,  4.27it/s]

 48%|████▊     | 178/370 [00:42<00:42,  4.47it/s]

 48%|████▊     | 179/370 [00:42<00:43,  4.36it/s]

 49%|████▊     | 180/370 [00:42<00:43,  4.37it/s]

 49%|████▉     | 181/370 [00:42<00:42,  4.42it/s]

 49%|████▉     | 182/370 [00:43<00:41,  4.50it/s]

 49%|████▉     | 183/370 [00:43<00:44,  4.22it/s]

 50%|████▉     | 184/370 [00:43<00:44,  4.19it/s]

 50%|█████     | 185/370 [00:43<00:42,  4.34it/s]

 50%|█████     | 186/370 [00:44<00:42,  4.30it/s]

 51%|█████     | 187/370 [00:44<00:43,  4.19it/s]

 51%|█████     | 188/370 [00:44<00:44,  4.13it/s]

 51%|█████     | 189/370 [00:44<00:45,  3.99it/s]

 51%|█████▏    | 190/370 [00:45<00:43,  4.15it/s]

 52%|█████▏    | 191/370 [00:45<00:41,  4.31it/s]

 52%|█████▏    | 192/370 [00:45<00:43,  4.13it/s]

 52%|█████▏    | 193/370 [00:45<00:43,  4.05it/s]

 52%|█████▏    | 194/370 [00:46<00:39,  4.43it/s]

 53%|█████▎    | 195/370 [00:46<00:41,  4.25it/s]

 53%|█████▎    | 196/370 [00:46<00:41,  4.22it/s]

 53%|█████▎    | 197/370 [00:46<00:40,  4.26it/s]

 54%|█████▎    | 198/370 [00:47<00:40,  4.22it/s]

 54%|█████▍    | 199/370 [00:47<00:39,  4.29it/s]

 54%|█████▍    | 200/370 [00:47<00:41,  4.10it/s]

 54%|█████▍    | 201/370 [00:47<00:40,  4.17it/s]

 55%|█████▍    | 202/370 [00:47<00:39,  4.24it/s]

 55%|█████▍    | 203/370 [00:48<00:38,  4.36it/s]

 55%|█████▌    | 204/370 [00:48<00:41,  4.00it/s]

 55%|█████▌    | 205/370 [00:48<00:39,  4.15it/s]

 56%|█████▌    | 206/370 [00:48<00:40,  4.06it/s]

 56%|█████▌    | 207/370 [00:49<00:40,  4.02it/s]

 56%|█████▌    | 208/370 [00:49<00:42,  3.80it/s]

 56%|█████▋    | 209/370 [00:49<00:41,  3.86it/s]

 57%|█████▋    | 210/370 [00:50<00:42,  3.73it/s]

 57%|█████▋    | 211/370 [00:50<00:44,  3.61it/s]

 57%|█████▋    | 212/370 [00:50<00:44,  3.59it/s]

 58%|█████▊    | 213/370 [00:50<00:44,  3.56it/s]

 58%|█████▊    | 214/370 [00:51<00:40,  3.81it/s]

 58%|█████▊    | 215/370 [00:51<00:40,  3.80it/s]

 58%|█████▊    | 216/370 [00:51<00:39,  3.85it/s]

 59%|█████▊    | 217/370 [00:51<00:41,  3.66it/s]

 59%|█████▉    | 218/370 [00:52<00:40,  3.80it/s]

 59%|█████▉    | 219/370 [00:52<00:40,  3.74it/s]

 59%|█████▉    | 220/370 [00:52<00:39,  3.83it/s]

 60%|█████▉    | 221/370 [00:53<00:39,  3.74it/s]

 60%|██████    | 222/370 [00:53<00:38,  3.83it/s]

 60%|██████    | 223/370 [00:53<00:39,  3.72it/s]

 61%|██████    | 224/370 [00:53<00:42,  3.47it/s]

 61%|██████    | 225/370 [00:54<00:44,  3.28it/s]

 61%|██████    | 226/370 [00:54<00:43,  3.32it/s]

 61%|██████▏   | 227/370 [00:54<00:43,  3.30it/s]

 62%|██████▏   | 228/370 [00:55<00:42,  3.32it/s]

 62%|██████▏   | 229/370 [00:55<00:42,  3.35it/s]

 62%|██████▏   | 230/370 [00:55<00:41,  3.38it/s]

 62%|██████▏   | 231/370 [00:55<00:39,  3.53it/s]

 63%|██████▎   | 232/370 [00:56<00:40,  3.42it/s]

 63%|██████▎   | 233/370 [00:56<00:41,  3.33it/s]

 63%|██████▎   | 234/370 [00:56<00:39,  3.42it/s]

 64%|██████▎   | 235/370 [00:57<00:37,  3.55it/s]

 64%|██████▍   | 236/370 [00:57<00:36,  3.72it/s]

 64%|██████▍   | 237/370 [00:57<00:36,  3.64it/s]

 64%|██████▍   | 238/370 [00:57<00:35,  3.71it/s]

 65%|██████▍   | 239/370 [00:58<00:34,  3.77it/s]

 65%|██████▍   | 240/370 [00:58<00:36,  3.59it/s]

 65%|██████▌   | 241/370 [00:58<00:36,  3.53it/s]

 65%|██████▌   | 242/370 [00:59<00:35,  3.61it/s]

 66%|██████▌   | 243/370 [00:59<00:38,  3.32it/s]

 66%|██████▌   | 244/370 [00:59<00:40,  3.15it/s]

 66%|██████▌   | 245/370 [01:00<00:37,  3.33it/s]

 66%|██████▋   | 246/370 [01:00<00:35,  3.48it/s]

 67%|██████▋   | 247/370 [01:00<00:32,  3.81it/s]

 67%|██████▋   | 248/370 [01:00<00:31,  3.93it/s]

 67%|██████▋   | 249/370 [01:00<00:31,  3.84it/s]

 68%|██████▊   | 250/370 [01:01<00:32,  3.69it/s]

 68%|██████▊   | 251/370 [01:01<00:31,  3.75it/s]

 68%|██████▊   | 252/370 [01:01<00:36,  3.26it/s]

 68%|██████▊   | 253/370 [01:02<00:34,  3.38it/s]

 69%|██████▊   | 254/370 [01:02<00:33,  3.44it/s]

 69%|██████▉   | 255/370 [01:02<00:33,  3.40it/s]

 69%|██████▉   | 256/370 [01:03<00:33,  3.36it/s]

 69%|██████▉   | 257/370 [01:03<00:34,  3.30it/s]

 70%|██████▉   | 258/370 [01:03<00:33,  3.34it/s]

 70%|███████   | 259/370 [01:03<00:32,  3.41it/s]

 70%|███████   | 260/370 [01:04<00:30,  3.62it/s]

 71%|███████   | 261/370 [01:04<00:31,  3.48it/s]

 71%|███████   | 262/370 [01:04<00:30,  3.49it/s]

 71%|███████   | 263/370 [01:05<00:31,  3.38it/s]

 71%|███████▏  | 264/370 [01:05<00:32,  3.27it/s]

 72%|███████▏  | 265/370 [01:05<00:31,  3.37it/s]

 72%|███████▏  | 266/370 [01:06<00:31,  3.32it/s]

 72%|███████▏  | 267/370 [01:06<00:31,  3.25it/s]

 72%|███████▏  | 268/370 [01:06<00:31,  3.23it/s]

 73%|███████▎  | 269/370 [01:07<00:31,  3.17it/s]

 73%|███████▎  | 270/370 [01:07<00:31,  3.20it/s]

 73%|███████▎  | 271/370 [01:07<00:31,  3.16it/s]

 74%|███████▎  | 272/370 [01:07<00:29,  3.35it/s]

 74%|███████▍  | 273/370 [01:08<00:29,  3.26it/s]

 74%|███████▍  | 274/370 [01:08<00:28,  3.37it/s]

 74%|███████▍  | 275/370 [01:08<00:27,  3.40it/s]

 75%|███████▍  | 276/370 [01:09<00:27,  3.44it/s]

 75%|███████▍  | 277/370 [01:09<00:27,  3.36it/s]

 75%|███████▌  | 278/370 [01:09<00:28,  3.24it/s]

 75%|███████▌  | 279/370 [01:10<00:28,  3.25it/s]

 76%|███████▌  | 280/370 [01:10<00:27,  3.22it/s]

 76%|███████▌  | 281/370 [01:10<00:26,  3.31it/s]

 76%|███████▌  | 282/370 [01:10<00:26,  3.34it/s]

 76%|███████▋  | 283/370 [01:11<00:25,  3.36it/s]

 77%|███████▋  | 284/370 [01:11<00:26,  3.30it/s]

 77%|███████▋  | 285/370 [01:11<00:27,  3.06it/s]

 77%|███████▋  | 286/370 [01:12<00:28,  2.99it/s]

 78%|███████▊  | 287/370 [01:12<00:27,  3.01it/s]

 78%|███████▊  | 288/370 [01:12<00:26,  3.12it/s]

 78%|███████▊  | 289/370 [01:13<00:24,  3.26it/s]

 78%|███████▊  | 290/370 [01:13<00:24,  3.22it/s]

 79%|███████▊  | 291/370 [01:13<00:24,  3.20it/s]

 79%|███████▉  | 292/370 [01:14<00:23,  3.34it/s]

 79%|███████▉  | 293/370 [01:14<00:23,  3.30it/s]

 79%|███████▉  | 294/370 [01:14<00:22,  3.37it/s]

 80%|███████▉  | 295/370 [01:14<00:21,  3.49it/s]

 80%|████████  | 296/370 [01:15<00:22,  3.31it/s]

 80%|████████  | 297/370 [01:15<00:22,  3.25it/s]

 81%|████████  | 298/370 [01:15<00:23,  3.10it/s]

 81%|████████  | 299/370 [01:16<00:22,  3.21it/s]

 81%|████████  | 300/370 [01:16<00:21,  3.22it/s]

 81%|████████▏ | 301/370 [01:16<00:22,  3.12it/s]

 82%|████████▏ | 302/370 [01:17<00:22,  3.09it/s]

 82%|████████▏ | 303/370 [01:17<00:22,  3.03it/s]

 82%|████████▏ | 304/370 [01:17<00:21,  3.09it/s]

 82%|████████▏ | 305/370 [01:18<00:21,  2.99it/s]

 83%|████████▎ | 306/370 [01:18<00:20,  3.06it/s]

 83%|████████▎ | 307/370 [01:18<00:19,  3.21it/s]

 83%|████████▎ | 308/370 [01:19<00:18,  3.33it/s]

 84%|████████▎ | 309/370 [01:19<00:18,  3.33it/s]

 84%|████████▍ | 310/370 [01:19<00:18,  3.26it/s]

 84%|████████▍ | 311/370 [01:20<00:18,  3.24it/s]

 84%|████████▍ | 312/370 [01:20<00:18,  3.20it/s]

 85%|████████▍ | 313/370 [01:20<00:17,  3.23it/s]

 85%|████████▍ | 314/370 [01:20<00:16,  3.37it/s]

 85%|████████▌ | 315/370 [01:21<00:16,  3.35it/s]

 85%|████████▌ | 316/370 [01:21<00:16,  3.28it/s]

 86%|████████▌ | 317/370 [01:21<00:16,  3.23it/s]

 86%|████████▌ | 318/370 [01:22<00:16,  3.11it/s]

 86%|████████▌ | 319/370 [01:22<00:15,  3.23it/s]

 86%|████████▋ | 320/370 [01:22<00:15,  3.25it/s]

 87%|████████▋ | 321/370 [01:23<00:15,  3.25it/s]

 87%|████████▋ | 322/370 [01:23<00:14,  3.25it/s]

 87%|████████▋ | 323/370 [01:23<00:15,  3.12it/s]

 88%|████████▊ | 324/370 [01:24<00:14,  3.20it/s]

 88%|████████▊ | 325/370 [01:24<00:13,  3.22it/s]

 88%|████████▊ | 326/370 [01:24<00:13,  3.15it/s]

 88%|████████▊ | 327/370 [01:25<00:13,  3.10it/s]

 89%|████████▊ | 328/370 [01:25<00:12,  3.31it/s]

 89%|████████▉ | 329/370 [01:25<00:12,  3.36it/s]

 89%|████████▉ | 330/370 [01:25<00:12,  3.17it/s]

 89%|████████▉ | 331/370 [01:26<00:12,  3.22it/s]

 90%|████████▉ | 332/370 [01:26<00:11,  3.34it/s]

 90%|█████████ | 333/370 [01:26<00:10,  3.42it/s]

 90%|█████████ | 334/370 [01:27<00:10,  3.36it/s]

 91%|█████████ | 335/370 [01:27<00:10,  3.48it/s]

 91%|█████████ | 336/370 [01:27<00:09,  3.48it/s]

 91%|█████████ | 337/370 [01:27<00:09,  3.47it/s]

 91%|█████████▏| 338/370 [01:28<00:09,  3.40it/s]

 92%|█████████▏| 339/370 [01:28<00:08,  3.45it/s]

 92%|█████████▏| 340/370 [01:28<00:08,  3.34it/s]

 92%|█████████▏| 341/370 [01:29<00:08,  3.48it/s]

 92%|█████████▏| 342/370 [01:29<00:07,  3.59it/s]

 93%|█████████▎| 343/370 [01:29<00:07,  3.72it/s]

 93%|█████████▎| 344/370 [01:29<00:07,  3.43it/s]

 93%|█████████▎| 345/370 [01:30<00:07,  3.20it/s]

 94%|█████████▎| 346/370 [01:30<00:07,  3.11it/s]

 94%|█████████▍| 347/370 [01:30<00:07,  3.11it/s]

 94%|█████████▍| 348/370 [01:31<00:06,  3.29it/s]

 94%|█████████▍| 349/370 [01:31<00:06,  3.25it/s]

 95%|█████████▍| 350/370 [01:31<00:05,  3.37it/s]

 95%|█████████▍| 351/370 [01:32<00:05,  3.25it/s]

 95%|█████████▌| 352/370 [01:32<00:05,  3.10it/s]

 95%|█████████▌| 353/370 [01:32<00:05,  3.16it/s]

 96%|█████████▌| 354/370 [01:33<00:05,  3.12it/s]

 96%|█████████▌| 355/370 [01:33<00:04,  3.29it/s]

 96%|█████████▌| 356/370 [01:33<00:04,  3.33it/s]

 96%|█████████▋| 357/370 [01:33<00:03,  3.44it/s]

 97%|█████████▋| 358/370 [01:34<00:03,  3.58it/s]

 97%|█████████▋| 359/370 [01:34<00:02,  3.70it/s]

 97%|█████████▋| 360/370 [01:34<00:02,  3.48it/s]

 98%|█████████▊| 361/370 [01:35<00:02,  3.56it/s]

 98%|█████████▊| 362/370 [01:35<00:02,  3.63it/s]

 98%|█████████▊| 363/370 [01:35<00:01,  3.98it/s]

 98%|█████████▊| 364/370 [01:35<00:01,  3.68it/s]

 99%|█████████▊| 365/370 [01:36<00:01,  3.88it/s]

 99%|█████████▉| 366/370 [01:36<00:01,  3.85it/s]

 99%|█████████▉| 367/370 [01:36<00:00,  3.86it/s]

 99%|█████████▉| 368/370 [01:36<00:00,  3.92it/s]

100%|█████████▉| 369/370 [01:37<00:00,  3.87it/s]

100%|██████████| 370/370 [01:37<00:00,  4.08it/s]
                                                         

                                                 

 50%|█████     | 10000/19900 [5:04:47<3:57:17,  1.44s/it]

100%|██████████| 370/370 [02:04<00:00,  4.08it/s]

                                                 Saving model checkpoint to ./checkpoint-10000
Configuration saved in ./checkpoint-10000/config.json
Model weights saved in ./checkpoint-10000/pytorch_model.bin
Configuration saved in ./checkpoint-10000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-8500] due to args.save_total_limit

 50%|█████     | 10001/19900 [5:06:07<171:44:30, 62.46s/it]
 50%|█████     | 10002/19900 [5:06:09<121:52:40, 44.33s/it]
 50%|█████     | 10003/19900 [5:06:11<86:59:37, 31.64s/it] 
 50%|█████     | 10004/19900 [5:06:13<62:27:48, 22.72s/it]
 50%|█████     | 10005/19900 [5:06:15<45:14:42, 16.46s/it]
 50%|█████     | 10006/19900 [5:06:17<33:10:27, 12.07s/it]
 50%|█████     | 10007/19900 [5:06:19<24:45:20,  9.01s/it]
 50%|█████     | 10008/19900 [5:06:20<18:41:57,  6.81s/it]
 50%|█████     | 10009/19900 [5:06:22<14:30:13,  5.28s/it]
 50%|█████     | 10010/19900 [5:06:24<11:32:28,  4.20s/it]
 50%|█████     | 10011/19900 [5:06:25<9:26:17,  3.44s/it] 
 50%|█████     | 10012/19900 [5:06:27<7:56:12,  2.89s/it]
 50%|█████     | 10013/19900 [5:06:29<7:01:41,  2.56s/it]
 50%|█████     | 10014/19900 [5:06:31<6:18:45,  2.30s/it]
 50%|█████     | 10015/19900 [5:06:32<5:44:35,  2.09s/it]
 50%|█████     | 10016/19900 [5:06:34<5:18:50,  1.94s/it]
 50%|█████     | 10017/19900 [5:06:35<4:59:54,  1.82s/it]
 50%|█████     | 10018/19900 [5:06:37<4:43:42,  1.72s/it]
 50%|█████     | 10019/19900 [5:06:38<4:31:05,  1.65s/it]
 50%|█████     | 10020/19900 [5:06:40<4:22:18,  1.59s/it]
 50%|█████     | 10021/19900 [5:06:41<4:20:09,  1.58s/it]
 50%|█████     | 10022/19900 [5:06:43<4:13:30,  1.54s/it]
 50%|█████     | 10023/19900 [5:06:44<4:06:15,  1.50s/it]
 50%|█████     | 10024/19900 [5:06:45<4:00:55,  1.46s/it]
 50%|█████     | 10025/19900 [5:06:47<3:55:56,  1.43s/it]
 50%|█████     | 10026/19900 [5:06:48<3:53:43,  1.42s/it]
 50%|█████     | 10027/19900 [5:06:50<3:48:29,  1.39s/it]
 50%|█████     | 10028/19900 [5:06:51<3:46:36,  1.38s/it]
 50%|█████     | 10029/19900 [5:06:52<3:44:44,  1.37s/it]
 50%|█████     | 10030/19900 [5:06:53<3:39:36,  1.34s/it]
 50%|█████     | 10031/19900 [5:06:55<3:35:29,  1.31s/it]
 50%|█████     | 10032/19900 [5:06:56<3:33:02,  1.30s/it]
 50%|█████     | 10033/19900 [5:06:57<3:32:20,  1.29s/it]
 50%|█████     | 10034/19900 [5:06:59<3:28:53,  1.27s/it]
 50%|█████     | 10035/19900 [5:07:00<3:25:53,  1.25s/it]
 50%|█████     | 10036/19900 [5:07:01<3:22:28,  1.23s/it]
 50%|█████     | 10037/19900 [5:07:02<3:21:16,  1.22s/it]
 50%|█████     | 10038/19900 [5:07:03<3:20:56,  1.22s/it]
 50%|█████     | 10039/19900 [5:07:04<3:16:53,  1.20s/it]
 50%|█████     | 10040/19900 [5:07:06<3:14:12,  1.18s/it]
 50%|█████     | 10041/19900 [5:07:07<3:12:07,  1.17s/it]
 50%|█████     | 10042/19900 [5:07:08<3:09:01,  1.15s/it]
 50%|█████     | 10043/19900 [5:07:09<3:08:26,  1.15s/it]
 50%|█████     | 10044/19900 [5:07:10<3:02:20,  1.11s/it]
 50%|█████     | 10045/19900 [5:07:11<2:57:47,  1.08s/it]
 50%|█████     | 10046/19900 [5:07:12<2:54:57,  1.07s/it]
 50%|█████     | 10047/19900 [5:07:13<2:49:27,  1.03s/it]
 50%|█████     | 10048/19900 [5:07:14<2:42:29,  1.01it/s]
 50%|█████     | 10049/19900 [5:07:16<3:55:39,  1.44s/it]
 51%|█████     | 10050/19900 [5:07:18<4:26:13,  1.62s/it]
 51%|█████     | 10051/19900 [5:07:21<4:47:54,  1.75s/it]
 51%|█████     | 10052/19900 [5:07:22<4:54:58,  1.80s/it]
 51%|█████     | 10053/19900 [5:07:24<4:55:58,  1.80s/it]
 51%|█████     | 10054/19900 [5:07:26<4:59:02,  1.82s/it]
 51%|█████     | 10055/19900 [5:07:28<4:58:35,  1.82s/it]
 51%|█████     | 10056/19900 [5:07:30<4:54:00,  1.79s/it]
 51%|█████     | 10057/19900 [5:07:31<4:50:47,  1.77s/it]
 51%|█████     | 10058/19900 [5:07:33<4:42:53,  1.72s/it]
 51%|█████     | 10059/19900 [5:07:35<4:38:10,  1.70s/it]
 51%|█████     | 10060/19900 [5:07:36<4:34:57,  1.68s/it]
 51%|█████     | 10061/19900 [5:07:38<4:30:49,  1.65s/it]
 51%|█████     | 10062/19900 [5:07:39<4:28:31,  1.64s/it]
 51%|█████     | 10063/19900 [5:07:41<4:26:48,  1.63s/it]
 51%|█████     | 10064/19900 [5:07:43<4:25:08,  1.62s/it]
 51%|█████     | 10065/19900 [5:07:44<4:23:30,  1.61s/it]
 51%|█████     | 10066/19900 [5:07:46<4:21:01,  1.59s/it]
 51%|█████     | 10067/19900 [5:07:47<4:20:33,  1.59s/it]
 51%|█████     | 10068/19900 [5:07:49<4:18:58,  1.58s/it]
 51%|█████     | 10069/19900 [5:07:50<4:15:35,  1.56s/it]
 51%|█████     | 10070/19900 [5:07:52<4:09:22,  1.52s/it]
 51%|█████     | 10071/19900 [5:07:53<4:05:40,  1.50s/it]
 51%|█████     | 10072/19900 [5:07:55<4:05:58,  1.50s/it]
 51%|█████     | 10073/19900 [5:07:56<4:02:01,  1.48s/it]
 51%|█████     | 10074/19900 [5:07:58<3:57:03,  1.45s/it]
 51%|█████     | 10075/19900 [5:07:59<3:55:30,  1.44s/it]
 51%|█████     | 10076/19900 [5:08:00<3:47:41,  1.39s/it]
 51%|█████     | 10077/19900 [5:08:02<3:42:31,  1.36s/it]
 51%|█████     | 10078/19900 [5:08:03<3:37:51,  1.33s/it]
 51%|█████     | 10079/19900 [5:08:04<3:33:26,  1.30s/it]
 51%|█████     | 10080/19900 [5:08:05<3:30:37,  1.29s/it]
 51%|█████     | 10081/19900 [5:08:07<3:29:39,  1.28s/it]
 51%|█████     | 10082/19900 [5:08:08<3:29:31,  1.28s/it]
 51%|█████     | 10083/19900 [5:08:09<3:28:21,  1.27s/it]
 51%|█████     | 10084/19900 [5:08:10<3:26:32,  1.26s/it]
 51%|█████     | 10085/19900 [5:08:12<3:24:48,  1.25s/it]
 51%|█████     | 10086/19900 [5:08:13<3:22:03,  1.24s/it]
 51%|█████     | 10087/19900 [5:08:14<3:18:25,  1.21s/it]
 51%|█████     | 10088/19900 [5:08:15<3:16:19,  1.20s/it]
 51%|█████     | 10089/19900 [5:08:16<3:13:01,  1.18s/it]
 51%|█████     | 10090/19900 [5:08:17<3:07:47,  1.15s/it]
 51%|█████     | 10091/19900 [5:08:18<3:05:42,  1.14s/it]
 51%|█████     | 10092/19900 [5:08:20<3:01:22,  1.11s/it]
 51%|█████     | 10093/19900 [5:08:21<2:57:56,  1.09s/it]
 51%|█████     | 10094/19900 [5:08:22<2:57:01,  1.08s/it]
 51%|█████     | 10095/19900 [5:08:23<2:59:58,  1.10s/it]
 51%|█████     | 10096/19900 [5:08:24<2:56:55,  1.08s/it]
 51%|█████     | 10097/19900 [5:08:25<2:46:50,  1.02s/it]
 51%|█████     | 10098/19900 [5:08:27<3:53:53,  1.43s/it]
 51%|█████     | 10099/19900 [5:08:29<4:30:22,  1.66s/it]
 51%|█████     | 10100/19900 [5:08:31<4:49:02,  1.77s/it]
                                                         

 51%|█████     | 10100/19900 [5:08:31<4:49:02,  1.77s/it]
 51%|█████     | 10101/19900 [5:08:33<4:54:48,  1.81s/it]
 51%|█████     | 10102/19900 [5:08:35<4:57:52,  1.82s/it]
 51%|█████     | 10103/19900 [5:08:37<4:58:18,  1.83s/it]
 51%|█████     | 10104/19900 [5:08:39<4:57:31,  1.82s/it]
 51%|█████     | 10105/19900 [5:08:40<4:53:30,  1.80s/it]
 51%|█████     | 10106/19900 [5:08:42<4:51:29,  1.79s/it]
 51%|█████     | 10107/19900 [5:08:44<4:45:02,  1.75s/it]
 51%|█████     | 10108/19900 [5:08:45<4:37:16,  1.70s/it]
 51%|█████     | 10109/19900 [5:08:47<4:33:20,  1.68s/it]
 51%|█████     | 10110/19900 [5:08:49<4:30:53,  1.66s/it]
 51%|█████     | 10111/19900 [5:08:50<4:28:55,  1.65s/it]
 51%|█████     | 10112/19900 [5:08:52<4:32:00,  1.67s/it]
 51%|█████     | 10113/19900 [5:08:54<4:26:49,  1.64s/it]
 51%|█████     | 10114/19900 [5:08:55<4:20:39,  1.60s/it]
 51%|█████     | 10115/19900 [5:08:57<4:18:02,  1.58s/it]
 51%|█████     | 10116/19900 [5:08:58<4:12:10,  1.55s/it]
 51%|█████     | 10117/19900 [5:09:00<4:11:30,  1.54s/it]
 51%|█████     | 10118/19900 [5:09:01<4:07:33,  1.52s/it]
 51%|█████     | 10119/19900 [5:09:03<4:07:23,  1.52s/it]
 51%|█████     | 10120/19900 [5:09:04<4:02:41,  1.49s/it]
 51%|█████     | 10121/19900 [5:09:05<3:57:10,  1.46s/it]
 51%|█████     | 10122/19900 [5:09:07<3:53:39,  1.43s/it]
 51%|█████     | 10123/19900 [5:09:08<3:50:11,  1.41s/it]
 51%|█████     | 10124/19900 [5:09:09<3:46:03,  1.39s/it]
 51%|█████     | 10125/19900 [5:09:11<3:41:46,  1.36s/it]
 51%|█████     | 10126/19900 [5:09:12<3:40:02,  1.35s/it]
 51%|█████     | 10127/19900 [5:09:13<3:36:10,  1.33s/it]
 51%|█████     | 10128/19900 [5:09:15<3:31:34,  1.30s/it]
 51%|█████     | 10129/19900 [5:09:16<3:28:52,  1.28s/it]
 51%|█████     | 10130/19900 [5:09:17<3:25:31,  1.26s/it]
 51%|█████     | 10131/19900 [5:09:18<3:25:50,  1.26s/it]
 51%|█████     | 10132/19900 [5:09:20<3:25:21,  1.26s/it]
 51%|█████     | 10133/19900 [5:09:21<3:24:15,  1.25s/it]
 51%|█████     | 10134/19900 [5:09:22<3:25:19,  1.26s/it]
 51%|█████     | 10135/19900 [5:09:23<3:21:29,  1.24s/it]
 51%|█████     | 10136/19900 [5:09:25<3:21:08,  1.24s/it]
 51%|█████     | 10137/19900 [5:09:26<3:17:42,  1.22s/it]
 51%|█████     | 10138/19900 [5:09:27<3:18:01,  1.22s/it]
 51%|█████     | 10139/19900 [5:09:28<3:17:48,  1.22s/it]
 51%|█████     | 10140/19900 [5:09:29<3:13:57,  1.19s/it]
 51%|█████     | 10141/19900 [5:09:30<3:12:05,  1.18s/it]
 51%|█████     | 10142/19900 [5:09:32<3:10:37,  1.17s/it]
 51%|█████     | 10143/19900 [5:09:33<3:06:07,  1.14s/it]
 51%|█████     | 10144/19900 [5:09:34<3:03:41,  1.13s/it]
 51%|█████     | 10145/19900 [5:09:35<2:57:47,  1.09s/it]
 51%|█████     | 10146/19900 [5:09:36<2:52:20,  1.06s/it]
 51%|█████     | 10147/19900 [5:09:38<3:37:54,  1.34s/it]
 51%|█████     | 10148/19900 [5:09:39<3:42:23,  1.37s/it]
 51%|█████     | 10149/19900 [5:09:40<3:40:01,  1.35s/it]
 51%|█████     | 10150/19900 [5:09:43<4:57:40,  1.83s/it]
 51%|█████     | 10151/19900 [5:09:46<5:12:37,  1.92s/it]
 51%|█████     | 10152/19900 [5:09:48<5:14:28,  1.94s/it]
 51%|█████     | 10153/19900 [5:09:49<5:09:49,  1.91s/it]
 51%|█████     | 10154/19900 [5:09:51<5:07:50,  1.90s/it]
 51%|█████     | 10155/19900 [5:09:53<5:00:55,  1.85s/it]
 51%|█████     | 10156/19900 [5:09:55<4:53:27,  1.81s/it]
 51%|█████     | 10157/19900 [5:09:56<4:47:49,  1.77s/it]
 51%|█████     | 10158/19900 [5:09:58<4:47:31,  1.77s/it]
 51%|█████     | 10159/19900 [5:10:00<4:40:22,  1.73s/it]
 51%|█████     | 10160/19900 [5:10:01<4:37:28,  1.71s/it]
 51%|█████     | 10161/19900 [5:10:03<4:33:57,  1.69s/it]
 51%|█████     | 10162/19900 [5:10:05<4:29:23,  1.66s/it]
 51%|█████     | 10163/19900 [5:10:06<4:24:18,  1.63s/it]
 51%|█████     | 10164/19900 [5:10:08<4:19:31,  1.60s/it]
 51%|█████     | 10165/19900 [5:10:09<4:18:20,  1.59s/it]
 51%|█████     | 10166/19900 [5:10:11<4:14:19,  1.57s/it]
 51%|█████     | 10167/19900 [5:10:12<4:17:49,  1.59s/it]
 51%|█████     | 10168/19900 [5:10:14<4:13:17,  1.56s/it]
 51%|█████     | 10169/19900 [5:10:15<4:10:21,  1.54s/it]
 51%|█████     | 10170/19900 [5:10:17<4:07:00,  1.52s/it]
 51%|█████     | 10171/19900 [5:10:18<4:06:01,  1.52s/it]
 51%|█████     | 10172/19900 [5:10:20<4:03:44,  1.50s/it]
 51%|█████     | 10173/19900 [5:10:21<4:03:24,  1.50s/it]
 51%|█████     | 10174/19900 [5:10:23<4:00:25,  1.48s/it]
 51%|█████     | 10175/19900 [5:10:24<3:57:48,  1.47s/it]
 51%|█████     | 10176/19900 [5:10:26<3:54:38,  1.45s/it]
 51%|█████     | 10177/19900 [5:10:27<3:50:29,  1.42s/it]
 51%|█████     | 10178/19900 [5:10:28<3:46:45,  1.40s/it]
 51%|█████     | 10179/19900 [5:10:30<3:42:08,  1.37s/it]
 51%|█████     | 10180/19900 [5:10:31<3:39:03,  1.35s/it]
 51%|█████     | 10181/19900 [5:10:32<3:33:29,  1.32s/it]
 51%|█████     | 10182/19900 [5:10:34<3:34:10,  1.32s/it]
 51%|█████     | 10183/19900 [5:10:35<3:30:36,  1.30s/it]
 51%|█████     | 10184/19900 [5:10:36<3:28:18,  1.29s/it]
 51%|█████     | 10185/19900 [5:10:37<3:26:11,  1.27s/it]
 51%|█████     | 10186/19900 [5:10:39<3:25:51,  1.27s/it]
 51%|█████     | 10187/19900 [5:10:40<3:22:58,  1.25s/it]
 51%|█████     | 10188/19900 [5:10:41<3:25:04,  1.27s/it]
 51%|█████     | 10189/19900 [5:10:42<3:21:23,  1.24s/it]
 51%|█████     | 10190/19900 [5:10:43<3:17:48,  1.22s/it]
 51%|█████     | 10191/19900 [5:10:45<3:17:38,  1.22s/it]
 51%|█████     | 10192/19900 [5:10:46<3:11:17,  1.18s/it]
 51%|█████     | 10193/19900 [5:10:47<3:10:48,  1.18s/it]
 51%|█████     | 10194/19900 [5:10:48<3:08:30,  1.17s/it]
 51%|█████     | 10195/19900 [5:10:49<2:59:25,  1.11s/it]
 51%|█████     | 10196/19900 [5:10:50<2:51:21,  1.06s/it]
 51%|█████     | 10197/19900 [5:10:51<2:38:52,  1.02it/s]
 51%|█████     | 10198/19900 [5:10:52<2:27:30,  1.10it/s]
 51%|█████▏    | 10199/19900 [5:10:54<3:32:11,  1.31s/it]
 51%|█████▏    | 10200/19900 [5:10:56<4:08:05,  1.53s/it]
                                                         

 51%|█████▏    | 10200/19900 [5:10:56<4:08:05,  1.53s/it]
 51%|█████▏    | 10201/19900 [5:10:58<4:30:00,  1.67s/it]
 51%|█████▏    | 10202/19900 [5:11:00<4:40:46,  1.74s/it]
 51%|█████▏    | 10203/19900 [5:11:02<4:47:56,  1.78s/it]
 51%|█████▏    | 10204/19900 [5:11:03<4:50:34,  1.80s/it]
 51%|█████▏    | 10205/19900 [5:11:05<4:48:56,  1.79s/it]
 51%|█████▏    | 10206/19900 [5:11:07<4:44:31,  1.76s/it]
 51%|█████▏    | 10207/19900 [5:11:09<4:40:32,  1.74s/it]
 51%|█████▏    | 10208/19900 [5:11:10<4:38:13,  1.72s/it]
 51%|█████▏    | 10209/19900 [5:11:12<4:32:03,  1.68s/it]
 51%|█████▏    | 10210/19900 [5:11:13<4:28:03,  1.66s/it]
 51%|█████▏    | 10211/19900 [5:11:15<4:28:03,  1.66s/it]
 51%|█████▏    | 10212/19900 [5:11:17<4:24:27,  1.64s/it]
 51%|█████▏    | 10213/19900 [5:11:18<4:24:09,  1.64s/it]
 51%|█████▏    | 10214/19900 [5:11:20<4:20:49,  1.62s/it]
 51%|█████▏    | 10215/19900 [5:11:21<4:17:09,  1.59s/it]
 51%|█████▏    | 10216/19900 [5:11:23<4:16:53,  1.59s/it]
 51%|█████▏    | 10217/19900 [5:11:25<4:12:37,  1.57s/it]
 51%|█████▏    | 10218/19900 [5:11:26<4:09:15,  1.54s/it]
 51%|█████▏    | 10219/19900 [5:11:28<4:06:28,  1.53s/it]
 51%|█████▏    | 10220/19900 [5:11:29<4:02:45,  1.50s/it]
 51%|█████▏    | 10221/19900 [5:11:30<4:00:47,  1.49s/it]
 51%|█████▏    | 10222/19900 [5:11:32<3:59:42,  1.49s/it]
 51%|█████▏    | 10223/19900 [5:11:33<3:56:23,  1.47s/it]
 51%|█████▏    | 10224/19900 [5:11:35<3:51:18,  1.43s/it]
 51%|█████▏    | 10225/19900 [5:11:36<3:45:53,  1.40s/it]
 51%|█████▏    | 10226/19900 [5:11:37<3:41:42,  1.38s/it]
 51%|█████▏    | 10227/19900 [5:11:39<3:38:36,  1.36s/it]
 51%|█████▏    | 10228/19900 [5:11:40<3:34:53,  1.33s/it]
 51%|█████▏    | 10229/19900 [5:11:41<3:33:44,  1.33s/it]
 51%|█████▏    | 10230/19900 [5:11:43<3:30:05,  1.30s/it]
 51%|█████▏    | 10231/19900 [5:11:44<3:27:01,  1.28s/it]
 51%|█████▏    | 10232/19900 [5:11:45<3:24:49,  1.27s/it]
 51%|█████▏    | 10233/19900 [5:11:46<3:24:09,  1.27s/it]
 51%|█████▏    | 10234/19900 [5:11:47<3:20:27,  1.24s/it]
 51%|█████▏    | 10235/19900 [5:11:49<3:15:55,  1.22s/it]
 51%|█████▏    | 10236/19900 [5:11:50<3:09:36,  1.18s/it]
 51%|█████▏    | 10237/19900 [5:11:51<3:04:26,  1.15s/it]
 51%|█████▏    | 10238/19900 [5:11:52<3:07:17,  1.16s/it]
 51%|█████▏    | 10239/19900 [5:11:53<3:03:51,  1.14s/it]
 51%|█████▏    | 10240/19900 [5:11:54<3:05:44,  1.15s/it]
 51%|█████▏    | 10241/19900 [5:11:55<3:01:09,  1.13s/it]
 51%|█████▏    | 10242/19900 [5:11:56<2:55:20,  1.09s/it]
 51%|█████▏    | 10243/19900 [5:11:57<2:54:00,  1.08s/it]
 51%|█████▏    | 10244/19900 [5:11:58<2:53:35,  1.08s/it]
 51%|█████▏    | 10245/19900 [5:11:59<2:50:52,  1.06s/it]
 51%|█████▏    | 10246/19900 [5:12:00<2:46:58,  1.04s/it]
 51%|█████▏    | 10247/19900 [5:12:01<2:39:40,  1.01it/s]
 51%|█████▏    | 10248/19900 [5:12:04<3:45:26,  1.40s/it]
 52%|█████▏    | 10249/19900 [5:12:06<4:20:08,  1.62s/it]
 52%|█████▏    | 10250/19900 [5:12:08<4:40:31,  1.74s/it]
 52%|█████▏    | 10251/19900 [5:12:10<4:51:05,  1.81s/it]
 52%|█████▏    | 10252/19900 [5:12:12<4:55:57,  1.84s/it]
 52%|█████▏    | 10253/19900 [5:12:14<4:56:42,  1.85s/it]
 52%|█████▏    | 10254/19900 [5:12:15<4:54:42,  1.83s/it]
 52%|█████▏    | 10255/19900 [5:12:17<4:48:10,  1.79s/it]
 52%|█████▏    | 10256/19900 [5:12:19<4:40:54,  1.75s/it]
 52%|█████▏    | 10257/19900 [5:12:20<4:34:04,  1.71s/it]
 52%|█████▏    | 10258/19900 [5:12:22<4:28:43,  1.67s/it]
 52%|█████▏    | 10259/19900 [5:12:23<4:24:29,  1.65s/it]
 52%|█████▏    | 10260/19900 [5:12:25<4:24:16,  1.64s/it]
 52%|█████▏    | 10261/19900 [5:12:27<4:20:10,  1.62s/it]
 52%|█████▏    | 10262/19900 [5:12:28<4:15:49,  1.59s/it]
 52%|█████▏    | 10263/19900 [5:12:30<4:11:29,  1.57s/it]
 52%|█████▏    | 10264/19900 [5:12:31<4:08:44,  1.55s/it]
 52%|█████▏    | 10265/19900 [5:12:33<4:11:08,  1.56s/it]
 52%|█████▏    | 10266/19900 [5:12:34<4:13:19,  1.58s/it]
 52%|█████▏    | 10267/19900 [5:12:36<4:08:14,  1.55s/it]
 52%|█████▏    | 10268/19900 [5:12:37<4:08:36,  1.55s/it]
 52%|█████▏    | 10269/19900 [5:12:39<4:10:18,  1.56s/it]
 52%|█████▏    | 10270/19900 [5:12:40<4:03:09,  1.52s/it]
 52%|█████▏    | 10271/19900 [5:12:42<3:56:27,  1.47s/it]
 52%|█████▏    | 10272/19900 [5:12:43<3:52:34,  1.45s/it]
 52%|█████▏    | 10273/19900 [5:12:45<3:53:44,  1.46s/it]
 52%|█████▏    | 10274/19900 [5:12:46<3:50:22,  1.44s/it]
 52%|█████▏    | 10275/19900 [5:12:47<3:46:04,  1.41s/it]
 52%|█████▏    | 10276/19900 [5:12:49<3:40:46,  1.38s/it]
 52%|█████▏    | 10277/19900 [5:12:50<3:35:35,  1.34s/it]
 52%|█████▏    | 10278/19900 [5:12:51<3:39:18,  1.37s/it]
 52%|█████▏    | 10279/19900 [5:12:53<3:35:53,  1.35s/it]
 52%|█████▏    | 10280/19900 [5:12:54<3:29:30,  1.31s/it]
 52%|█████▏    | 10281/19900 [5:12:55<3:32:31,  1.33s/it]
 52%|█████▏    | 10282/19900 [5:12:57<3:31:36,  1.32s/it]
 52%|█████▏    | 10283/19900 [5:12:58<3:27:14,  1.29s/it]
 52%|█████▏    | 10284/19900 [5:12:59<3:28:12,  1.30s/it]
 52%|█████▏    | 10285/19900 [5:13:00<3:23:26,  1.27s/it]
 52%|█████▏    | 10286/19900 [5:13:02<3:24:57,  1.28s/it]
 52%|█████▏    | 10287/19900 [5:13:03<3:21:08,  1.26s/it]
 52%|█████▏    | 10288/19900 [5:13:04<3:13:38,  1.21s/it]
 52%|█████▏    | 10289/19900 [5:13:05<3:07:56,  1.17s/it]
 52%|█████▏    | 10290/19900 [5:13:06<3:04:32,  1.15s/it]
 52%|█████▏    | 10291/19900 [5:13:07<2:59:52,  1.12s/it]
 52%|█████▏    | 10292/19900 [5:13:08<2:59:26,  1.12s/it]
 52%|█████▏    | 10293/19900 [5:13:09<2:53:43,  1.08s/it]
 52%|█████▏    | 10294/19900 [5:13:10<2:51:29,  1.07s/it]
 52%|█████▏    | 10295/19900 [5:13:11<2:47:09,  1.04s/it]
 52%|█████▏    | 10296/19900 [5:13:12<2:45:14,  1.03s/it]
 52%|█████▏    | 10297/19900 [5:13:15<3:53:31,  1.46s/it]
 52%|█████▏    | 10298/19900 [5:13:17<4:24:33,  1.65s/it]
 52%|█████▏    | 10299/19900 [5:13:19<4:41:20,  1.76s/it]
 52%|█████▏    | 10300/19900 [5:13:21<4:49:03,  1.81s/it]
                                                         

 52%|█████▏    | 10300/19900 [5:13:21<4:49:03,  1.81s/it]
 52%|█████▏    | 10301/19900 [5:13:23<4:53:56,  1.84s/it]
 52%|█████▏    | 10302/19900 [5:13:25<4:52:35,  1.83s/it]
 52%|█████▏    | 10303/19900 [5:13:26<4:53:15,  1.83s/it]
 52%|█████▏    | 10304/19900 [5:13:28<4:47:34,  1.80s/it]
 52%|█████▏    | 10305/19900 [5:13:30<4:43:06,  1.77s/it]
 52%|█████▏    | 10306/19900 [5:13:32<4:41:42,  1.76s/it]
 52%|█████▏    | 10307/19900 [5:13:33<4:35:15,  1.72s/it]
 52%|█████▏    | 10308/19900 [5:13:35<4:31:18,  1.70s/it]
 52%|█████▏    | 10309/19900 [5:13:37<4:32:52,  1.71s/it]
 52%|█████▏    | 10310/19900 [5:13:38<4:28:50,  1.68s/it]
 52%|█████▏    | 10311/19900 [5:13:40<4:24:18,  1.65s/it]
 52%|█████▏    | 10312/19900 [5:13:41<4:19:09,  1.62s/it]
 52%|█████▏    | 10313/19900 [5:13:43<4:16:20,  1.60s/it]
 52%|█████▏    | 10314/19900 [5:13:44<4:12:29,  1.58s/it]
 52%|█████▏    | 10315/19900 [5:13:46<4:08:18,  1.55s/it]
 52%|█████▏    | 10316/19900 [5:13:47<4:06:23,  1.54s/it]
 52%|█████▏    | 10317/19900 [5:13:49<4:05:25,  1.54s/it]
 52%|█████▏    | 10318/19900 [5:13:50<4:03:35,  1.53s/it]
 52%|█████▏    | 10319/19900 [5:13:52<3:57:18,  1.49s/it]
 52%|█████▏    | 10320/19900 [5:13:53<3:53:33,  1.46s/it]
 52%|█████▏    | 10321/19900 [5:13:55<3:51:41,  1.45s/it]
 52%|█████▏    | 10322/19900 [5:13:56<3:55:45,  1.48s/it]
 52%|█████▏    | 10323/19900 [5:13:58<3:51:28,  1.45s/it]
 52%|█████▏    | 10324/19900 [5:13:59<3:44:45,  1.41s/it]
 52%|█████▏    | 10325/19900 [5:14:00<3:39:29,  1.38s/it]
 52%|█████▏    | 10326/19900 [5:14:01<3:33:33,  1.34s/it]
 52%|█████▏    | 10327/19900 [5:14:03<3:31:23,  1.32s/it]
 52%|█████▏    | 10328/19900 [5:14:04<3:26:57,  1.30s/it]
 52%|█████▏    | 10329/19900 [5:14:05<3:24:49,  1.28s/it]
 52%|█████▏    | 10330/19900 [5:14:07<3:24:37,  1.28s/it]
 52%|█████▏    | 10331/19900 [5:14:08<3:19:02,  1.25s/it]
 52%|█████▏    | 10332/19900 [5:14:09<3:19:24,  1.25s/it]
 52%|█████▏    | 10333/19900 [5:14:10<3:19:59,  1.25s/it]
 52%|█████▏    | 10334/19900 [5:14:11<3:15:00,  1.22s/it]
 52%|█████▏    | 10335/19900 [5:14:13<3:14:24,  1.22s/it]
 52%|█████▏    | 10336/19900 [5:14:14<3:11:38,  1.20s/it]
 52%|█████▏    | 10337/19900 [5:14:15<3:09:21,  1.19s/it]
 52%|█████▏    | 10338/19900 [5:14:16<3:05:56,  1.17s/it]
 52%|█████▏    | 10339/19900 [5:14:17<3:06:20,  1.17s/it]
 52%|█████▏    | 10340/19900 [5:14:18<3:03:54,  1.15s/it]
 52%|█████▏    | 10341/19900 [5:14:19<3:02:43,  1.15s/it]
 52%|█████▏    | 10342/19900 [5:14:20<2:57:15,  1.11s/it]
 52%|█████▏    | 10343/19900 [5:14:21<2:52:00,  1.08s/it]
 52%|█████▏    | 10344/19900 [5:14:22<2:45:14,  1.04s/it]
 52%|█████▏    | 10345/19900 [5:14:23<2:40:21,  1.01s/it]
 52%|█████▏    | 10346/19900 [5:14:25<3:24:06,  1.28s/it]
 52%|█████▏    | 10347/19900 [5:14:27<3:39:45,  1.38s/it]
 52%|█████▏    | 10348/19900 [5:14:28<3:35:43,  1.36s/it]
 52%|█████▏    | 10349/19900 [5:14:31<4:52:26,  1.84s/it]
 52%|█████▏    | 10350/19900 [5:14:33<5:05:20,  1.92s/it]
 52%|█████▏    | 10351/19900 [5:14:35<5:08:53,  1.94s/it]
 52%|█████▏    | 10352/19900 [5:14:37<5:06:52,  1.93s/it]
 52%|█████▏    | 10353/19900 [5:14:39<5:02:30,  1.90s/it]
 52%|█████▏    | 10354/19900 [5:14:41<4:59:29,  1.88s/it]
 52%|█████▏    | 10355/19900 [5:14:43<4:54:50,  1.85s/it]
 52%|█████▏    | 10356/19900 [5:14:44<4:56:00,  1.86s/it]
 52%|█████▏    | 10357/19900 [5:14:46<4:45:01,  1.79s/it]
 52%|█████▏    | 10358/19900 [5:14:48<4:42:31,  1.78s/it]
 52%|█████▏    | 10359/19900 [5:14:50<4:38:31,  1.75s/it]
 52%|█████▏    | 10360/19900 [5:14:51<4:33:19,  1.72s/it]
 52%|█████▏    | 10361/19900 [5:14:53<4:27:21,  1.68s/it]
 52%|█████▏    | 10362/19900 [5:14:54<4:23:00,  1.65s/it]
 52%|█████▏    | 10363/19900 [5:14:56<4:21:37,  1.65s/it]
 52%|█████▏    | 10364/19900 [5:14:58<4:15:15,  1.61s/it]
 52%|█████▏    | 10365/19900 [5:14:59<4:10:18,  1.58s/it]
 52%|█████▏    | 10366/19900 [5:15:01<4:06:51,  1.55s/it]
 52%|█████▏    | 10367/19900 [5:15:02<4:03:10,  1.53s/it]
 52%|█████▏    | 10368/19900 [5:15:04<4:06:10,  1.55s/it]
 52%|█████▏    | 10369/19900 [5:15:05<4:07:01,  1.56s/it]
 52%|█████▏    | 10370/19900 [5:15:07<4:03:35,  1.53s/it]
 52%|█████▏    | 10371/19900 [5:15:08<3:57:53,  1.50s/it]
 52%|█████▏    | 10372/19900 [5:15:10<3:59:59,  1.51s/it]
 52%|█████▏    | 10373/19900 [5:15:11<3:56:08,  1.49s/it]
 52%|█████▏    | 10374/19900 [5:15:12<3:52:22,  1.46s/it]
 52%|█████▏    | 10375/19900 [5:15:14<3:44:48,  1.42s/it]
 52%|█████▏    | 10376/19900 [5:15:15<3:38:23,  1.38s/it]
 52%|█████▏    | 10377/19900 [5:15:16<3:36:59,  1.37s/it]
 52%|█████▏    | 10378/19900 [5:15:18<3:32:23,  1.34s/it]
 52%|█████▏    | 10379/19900 [5:15:19<3:33:12,  1.34s/it]
 52%|█████▏    | 10380/19900 [5:15:20<3:31:52,  1.34s/it]
 52%|█████▏    | 10381/19900 [5:15:22<3:30:16,  1.33s/it]
 52%|█████▏    | 10382/19900 [5:15:23<3:30:27,  1.33s/it]
 52%|█████▏    | 10383/19900 [5:15:24<3:27:30,  1.31s/it]
 52%|█████▏    | 10384/19900 [5:15:25<3:25:48,  1.30s/it]
 52%|█████▏    | 10385/19900 [5:15:27<3:20:32,  1.26s/it]
 52%|█████▏    | 10386/19900 [5:15:28<3:17:10,  1.24s/it]
 52%|█████▏    | 10387/19900 [5:15:29<3:12:36,  1.21s/it]
 52%|█████▏    | 10388/19900 [5:15:30<3:15:33,  1.23s/it]
 52%|█████▏    | 10389/19900 [5:15:31<3:11:37,  1.21s/it]
 52%|█████▏    | 10390/19900 [5:15:33<3:07:23,  1.18s/it]
 52%|█████▏    | 10391/19900 [5:15:34<3:00:43,  1.14s/it]
 52%|█████▏    | 10392/19900 [5:15:35<2:56:22,  1.11s/it]
 52%|█████▏    | 10393/19900 [5:15:36<2:52:01,  1.09s/it]
 52%|█████▏    | 10394/19900 [5:15:37<2:47:36,  1.06s/it]
 52%|█████▏    | 10395/19900 [5:15:38<2:43:42,  1.03s/it]
 52%|█████▏    | 10396/19900 [5:15:39<2:41:48,  1.02s/it]
 52%|█████▏    | 10397/19900 [5:15:40<2:37:57,  1.00it/s]
 52%|█████▏    | 10398/19900 [5:15:42<3:40:08,  1.39s/it]
 52%|█████▏    | 10399/19900 [5:15:44<4:12:56,  1.60s/it]
 52%|█████▏    | 10400/19900 [5:15:46<4:28:55,  1.70s/it]
                                                         

 52%|█████▏    | 10400/19900 [5:15:46<4:28:55,  1.70s/it]
 52%|█████▏    | 10401/19900 [5:15:48<4:37:09,  1.75s/it]
 52%|█████▏    | 10402/19900 [5:15:50<4:41:15,  1.78s/it]
 52%|█████▏    | 10403/19900 [5:15:51<4:42:08,  1.78s/it]
 52%|█████▏    | 10404/19900 [5:15:53<4:41:58,  1.78s/it]
 52%|█████▏    | 10405/19900 [5:15:55<4:38:26,  1.76s/it]
 52%|█████▏    | 10406/19900 [5:15:57<4:35:22,  1.74s/it]
 52%|█████▏    | 10407/19900 [5:15:58<4:34:09,  1.73s/it]
 52%|█████▏    | 10408/19900 [5:16:00<4:33:46,  1.73s/it]
 52%|█████▏    | 10409/19900 [5:16:02<4:29:23,  1.70s/it]
 52%|█████▏    | 10410/19900 [5:16:03<4:22:46,  1.66s/it]
 52%|█████▏    | 10411/19900 [5:16:05<4:17:32,  1.63s/it]
 52%|█████▏    | 10412/19900 [5:16:06<4:15:29,  1.62s/it]
 52%|█████▏    | 10413/19900 [5:16:08<4:15:46,  1.62s/it]
 52%|█████▏    | 10414/19900 [5:16:10<4:11:55,  1.59s/it]
 52%|█████▏    | 10415/19900 [5:16:11<4:10:49,  1.59s/it]
 52%|█████▏    | 10416/19900 [5:16:13<4:05:23,  1.55s/it]
 52%|█████▏    | 10417/19900 [5:16:14<4:01:12,  1.53s/it]
 52%|█████▏    | 10418/19900 [5:16:15<3:58:01,  1.51s/it]
 52%|█████▏    | 10419/19900 [5:16:17<3:58:23,  1.51s/it]
 52%|█████▏    | 10420/19900 [5:16:18<3:56:02,  1.49s/it]
 52%|█████▏    | 10421/19900 [5:16:20<3:58:21,  1.51s/it]
 52%|█████▏    | 10422/19900 [5:16:21<3:54:54,  1.49s/it]
 52%|█████▏    | 10423/19900 [5:16:23<3:49:32,  1.45s/it]
 52%|█████▏    | 10424/19900 [5:16:24<3:44:50,  1.42s/it]
 52%|█████▏    | 10425/19900 [5:16:25<3:39:56,  1.39s/it]
 52%|█████▏    | 10426/19900 [5:16:27<3:36:01,  1.37s/it]
 52%|█████▏    | 10427/19900 [5:16:28<3:32:24,  1.35s/it]
 52%|█████▏    | 10428/19900 [5:16:29<3:30:10,  1.33s/it]
 52%|█████▏    | 10429/19900 [5:16:31<3:27:45,  1.32s/it]
 52%|█████▏    | 10430/19900 [5:16:32<3:25:15,  1.30s/it]
 52%|█████▏    | 10431/19900 [5:16:33<3:22:21,  1.28s/it]
 52%|█████▏    | 10432/19900 [5:16:35<3:24:40,  1.30s/it]
 52%|█████▏    | 10433/19900 [5:16:36<3:21:50,  1.28s/it]
 52%|█████▏    | 10434/19900 [5:16:37<3:20:24,  1.27s/it]
 52%|█████▏    | 10435/19900 [5:16:38<3:17:52,  1.25s/it]
 52%|█████▏    | 10436/19900 [5:16:39<3:14:08,  1.23s/it]
 52%|█████▏    | 10437/19900 [5:16:41<3:09:42,  1.20s/it]
 52%|█████▏    | 10438/19900 [5:16:42<3:09:21,  1.20s/it]
 52%|█████▏    | 10439/19900 [5:16:43<3:07:04,  1.19s/it]
 52%|█████▏    | 10440/19900 [5:16:44<3:05:46,  1.18s/it]
 52%|█████▏    | 10441/19900 [5:16:45<3:00:47,  1.15s/it]
 52%|█████▏    | 10442/19900 [5:16:46<2:54:26,  1.11s/it]
 52%|█████▏    | 10443/19900 [5:16:47<2:52:36,  1.10s/it]
 52%|█████▏    | 10444/19900 [5:16:48<2:53:31,  1.10s/it]
 52%|█████▏    | 10445/19900 [5:16:49<2:50:31,  1.08s/it]
 52%|█████▏    | 10446/19900 [5:16:50<2:45:33,  1.05s/it]
 52%|█████▏    | 10447/19900 [5:16:53<3:52:27,  1.48s/it]
 53%|█████▎    | 10448/19900 [5:16:55<4:25:00,  1.68s/it]
 53%|█████▎    | 10449/19900 [5:16:57<4:41:55,  1.79s/it]
 53%|█████▎    | 10450/19900 [5:16:59<4:50:09,  1.84s/it]
 53%|█████▎    | 10451/19900 [5:17:01<4:56:21,  1.88s/it]
 53%|█████▎    | 10452/19900 [5:17:03<4:54:06,  1.87s/it]
 53%|█████▎    | 10453/19900 [5:17:05<4:49:20,  1.84s/it]
 53%|█████▎    | 10454/19900 [5:17:06<4:45:21,  1.81s/it]
 53%|█████▎    | 10455/19900 [5:17:08<4:42:45,  1.80s/it]
 53%|█████▎    | 10456/19900 [5:17:10<4:40:42,  1.78s/it]
 53%|█████▎    | 10457/19900 [5:17:11<4:36:16,  1.76s/it]
 53%|█████▎    | 10458/19900 [5:17:13<4:30:11,  1.72s/it]
 53%|█████▎    | 10459/19900 [5:17:15<4:25:37,  1.69s/it]
 53%|█████▎    | 10460/19900 [5:17:16<4:19:04,  1.65s/it]
 53%|█████▎    | 10461/19900 [5:17:18<4:13:40,  1.61s/it]
 53%|█████▎    | 10462/19900 [5:17:19<4:10:05,  1.59s/it]
 53%|█████▎    | 10463/19900 [5:17:21<4:06:39,  1.57s/it]
 53%|█████▎    | 10464/19900 [5:17:22<4:04:44,  1.56s/it]
 53%|█████▎    | 10465/19900 [5:17:24<4:00:34,  1.53s/it]
 53%|█████▎    | 10466/19900 [5:17:25<3:59:31,  1.52s/it]
 53%|█████▎    | 10467/19900 [5:17:27<4:02:14,  1.54s/it]
 53%|█████▎    | 10468/19900 [5:17:28<4:00:00,  1.53s/it]
 53%|█████▎    | 10469/19900 [5:17:30<4:02:16,  1.54s/it]
 53%|█████▎    | 10470/19900 [5:17:32<4:01:21,  1.54s/it]
 53%|█████▎    | 10471/19900 [5:17:33<3:58:03,  1.51s/it]
 53%|█████▎    | 10472/19900 [5:17:34<3:53:43,  1.49s/it]
 53%|█████▎    | 10473/19900 [5:17:36<3:47:19,  1.45s/it]
 53%|█████▎    | 10474/19900 [5:17:37<3:40:16,  1.40s/it]
 53%|█████▎    | 10475/19900 [5:17:38<3:35:56,  1.37s/it]
 53%|█████▎    | 10476/19900 [5:17:40<3:32:40,  1.35s/it]
 53%|█████▎    | 10477/19900 [5:17:41<3:31:22,  1.35s/it]
 53%|█████▎    | 10478/19900 [5:17:42<3:27:30,  1.32s/it]
 53%|█████▎    | 10479/19900 [5:17:44<3:25:37,  1.31s/it]
 53%|█████▎    | 10480/19900 [5:17:45<3:23:50,  1.30s/it]
 53%|█████▎    | 10481/19900 [5:17:46<3:20:05,  1.27s/it]
 53%|█████▎    | 10482/19900 [5:17:47<3:15:16,  1.24s/it]
 53%|█████▎    | 10483/19900 [5:17:48<3:14:27,  1.24s/it]
 53%|█████▎    | 10484/19900 [5:17:50<3:14:24,  1.24s/it]
 53%|█████▎    | 10485/19900 [5:17:51<3:12:46,  1.23s/it]
 53%|█████▎    | 10486/19900 [5:17:52<3:11:15,  1.22s/it]
 53%|█████▎    | 10487/19900 [5:17:53<3:05:59,  1.19s/it]
 53%|█████▎    | 10488/19900 [5:17:54<3:01:59,  1.16s/it]
 53%|█████▎    | 10489/19900 [5:17:55<2:57:45,  1.13s/it]
 53%|█████▎    | 10490/19900 [5:17:57<3:03:17,  1.17s/it]
 53%|█████▎    | 10491/19900 [5:17:58<2:58:11,  1.14s/it]
 53%|█████▎    | 10492/19900 [5:17:59<2:52:44,  1.10s/it]
 53%|█████▎    | 10493/19900 [5:18:00<2:48:39,  1.08s/it]
 53%|█████▎    | 10494/19900 [5:18:01<2:47:30,  1.07s/it]
 53%|█████▎    | 10495/19900 [5:18:02<2:41:02,  1.03s/it]
 53%|█████▎    | 10496/19900 [5:18:04<3:46:07,  1.44s/it]
 53%|█████▎    | 10497/19900 [5:18:06<4:22:33,  1.68s/it]
 53%|█████▎    | 10498/19900 [5:18:08<4:36:28,  1.76s/it]
 53%|█████▎    | 10499/19900 [5:18:10<4:41:30,  1.80s/it]
 53%|█████▎    | 10500/19900 [5:18:12<4:43:48,  1.81s/it]
                                                         

 53%|█████▎    | 10500/19900 [5:18:12<4:43:48,  1.81s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.5010998249053955, 'eval_wer': 0.9242731575388776, 'eval_cer': 0.3663766695257934, 'eval_runtime': 124.8062, 'eval_samples_per_second': 23.701, 'eval_steps_per_second': 2.965, 'epoch': 50.25}
{'loss': 2.7295, 'learning_rate': 4.109916201117318e-05, 'epoch': 50.75}
{'loss': 2.7372, 'learning_rate': 4.0684357541899433e-05, 'epoch': 51.26}
{'loss': 2.7116, 'learning_rate': 4.026536312849162e-05, 'epoch': 51.76}
{'loss': 2.6882, 'learning_rate': 3.984636871508379e-05, 'epoch': 52.26}
{'loss': 2.6646, 'learning_rate': 3.942737430167598e-05, 'epoch': 52.76}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.82it/s]

  1%|          | 3/370 [00:00<01:02,  5.88it/s]

  1%|          | 4/370 [00:00<01:15,  4.86it/s]

  1%|▏         | 5/370 [00:00<01:20,  4.54it/s]

  2%|▏         | 6/370 [00:01<01:13,  4.94it/s]

  2%|▏         | 7/370 [00:01<01:22,  4.40it/s]

  2%|▏         | 8/370 [00:01<01:21,  4.46it/s]

  2%|▏         | 9/370 [00:01<01:24,  4.27it/s]

  3%|▎         | 10/370 [00:02<01:22,  4.36it/s]

  3%|▎         | 11/370 [00:02<01:22,  4.36it/s]

  3%|▎         | 12/370 [00:02<01:22,  4.33it/s]

  4%|▎         | 13/370 [00:02<01:23,  4.30it/s]

  4%|▍         | 14/370 [00:03<01:26,  4.09it/s]

  4%|▍         | 15/370 [00:03<01:25,  4.14it/s]

  4%|▍         | 16/370 [00:03<01:25,  4.12it/s]

  5%|▍         | 17/370 [00:03<01:20,  4.41it/s]

  5%|▍         | 18/370 [00:04<01:21,  4.31it/s]

  5%|▌         | 19/370 [00:04<01:23,  4.23it/s]

  5%|▌         | 20/370 [00:04<01:23,  4.19it/s]

  6%|▌         | 21/370 [00:04<01:20,  4.36it/s]

  6%|▌         | 22/370 [00:04<01:16,  4.53it/s]

  6%|▌         | 23/370 [00:05<01:17,  4.46it/s]

  6%|▋         | 24/370 [00:05<01:21,  4.27it/s]

  7%|▋         | 25/370 [00:05<01:22,  4.19it/s]

  7%|▋         | 26/370 [00:05<01:28,  3.87it/s]

  7%|▋         | 27/370 [00:06<01:25,  4.00it/s]

  8%|▊         | 28/370 [00:06<01:25,  4.02it/s]

  8%|▊         | 29/370 [00:06<01:32,  3.67it/s]

  8%|▊         | 30/370 [00:07<01:32,  3.67it/s]

  8%|▊         | 31/370 [00:07<01:26,  3.91it/s]

  9%|▊         | 32/370 [00:07<01:24,  4.02it/s]

  9%|▉         | 33/370 [00:07<01:20,  4.16it/s]

  9%|▉         | 34/370 [00:07<01:19,  4.21it/s]

  9%|▉         | 35/370 [00:08<01:27,  3.82it/s]

 10%|▉         | 36/370 [00:08<01:23,  3.98it/s]

 10%|█         | 37/370 [00:08<01:18,  4.25it/s]

 10%|█         | 38/370 [00:08<01:19,  4.15it/s]

 11%|█         | 39/370 [00:09<01:15,  4.41it/s]

 11%|█         | 40/370 [00:09<01:15,  4.39it/s]

 11%|█         | 41/370 [00:09<01:12,  4.55it/s]

 11%|█▏        | 42/370 [00:09<01:23,  3.91it/s]

 12%|█▏        | 43/370 [00:10<01:21,  3.99it/s]

 12%|█▏        | 44/370 [00:10<01:16,  4.24it/s]

 12%|█▏        | 45/370 [00:10<01:21,  3.96it/s]

 12%|█▏        | 46/370 [00:10<01:21,  3.97it/s]

 13%|█▎        | 47/370 [00:11<01:35,  3.37it/s]

 13%|█▎        | 48/370 [00:11<01:38,  3.28it/s]

 13%|█▎        | 49/370 [00:11<01:30,  3.55it/s]

 14%|█▎        | 50/370 [00:12<01:26,  3.71it/s]

 14%|█▍        | 51/370 [00:12<01:23,  3.80it/s]

 14%|█▍        | 52/370 [00:12<01:18,  4.05it/s]

 14%|█▍        | 53/370 [00:12<01:22,  3.82it/s]

 15%|█▍        | 54/370 [00:13<01:24,  3.75it/s]

 15%|█▍        | 55/370 [00:13<01:24,  3.73it/s]

 15%|█▌        | 56/370 [00:13<01:21,  3.84it/s]

 15%|█▌        | 57/370 [00:13<01:14,  4.20it/s]

 16%|█▌        | 58/370 [00:14<01:18,  3.96it/s]

 16%|█▌        | 59/370 [00:14<01:15,  4.14it/s]

 16%|█▌        | 60/370 [00:14<01:09,  4.45it/s]

 16%|█▋        | 61/370 [00:14<01:07,  4.55it/s]

 17%|█▋        | 62/370 [00:14<01:11,  4.32it/s]

 17%|█▋        | 63/370 [00:15<01:05,  4.67it/s]

 17%|█▋        | 64/370 [00:15<01:04,  4.78it/s]

 18%|█▊        | 65/370 [00:15<01:05,  4.67it/s]

 18%|█▊        | 66/370 [00:15<01:07,  4.48it/s]

 18%|█▊        | 67/370 [00:16<01:11,  4.26it/s]

 18%|█▊        | 68/370 [00:16<01:13,  4.09it/s]

 19%|█▊        | 69/370 [00:16<01:07,  4.43it/s]

 19%|█▉        | 70/370 [00:16<01:08,  4.39it/s]

 19%|█▉        | 71/370 [00:17<01:11,  4.16it/s]

 19%|█▉        | 72/370 [00:17<01:04,  4.59it/s]

 20%|█▉        | 73/370 [00:17<01:04,  4.60it/s]

 20%|██        | 74/370 [00:17<01:06,  4.42it/s]

 20%|██        | 75/370 [00:17<01:08,  4.29it/s]

 21%|██        | 76/370 [00:18<01:05,  4.52it/s]

 21%|██        | 77/370 [00:18<01:05,  4.47it/s]

 21%|██        | 78/370 [00:18<01:06,  4.41it/s]

 21%|██▏       | 79/370 [00:18<01:05,  4.41it/s]

 22%|██▏       | 80/370 [00:19<01:05,  4.41it/s]

 22%|██▏       | 81/370 [00:19<01:03,  4.54it/s]

 22%|██▏       | 82/370 [00:19<01:03,  4.55it/s]

 22%|██▏       | 83/370 [00:19<01:04,  4.43it/s]

 23%|██▎       | 84/370 [00:19<01:05,  4.36it/s]

 23%|██▎       | 85/370 [00:20<01:02,  4.55it/s]

 23%|██▎       | 86/370 [00:20<01:01,  4.60it/s]

 24%|██▎       | 87/370 [00:20<01:00,  4.70it/s]

 24%|██▍       | 88/370 [00:20<01:11,  3.96it/s]

 24%|██▍       | 89/370 [00:21<01:09,  4.04it/s]

 24%|██▍       | 90/370 [00:21<01:05,  4.25it/s]

 25%|██▍       | 91/370 [00:21<01:03,  4.40it/s]

 25%|██▍       | 92/370 [00:21<01:06,  4.15it/s]

 25%|██▌       | 93/370 [00:22<01:08,  4.04it/s]

 25%|██▌       | 94/370 [00:22<01:07,  4.11it/s]

 26%|██▌       | 95/370 [00:22<01:10,  3.89it/s]

 26%|██▌       | 96/370 [00:22<01:10,  3.91it/s]

 26%|██▌       | 97/370 [00:23<01:07,  4.07it/s]

 26%|██▋       | 98/370 [00:23<01:04,  4.22it/s]

 27%|██▋       | 99/370 [00:23<01:02,  4.32it/s]

 27%|██▋       | 100/370 [00:23<01:00,  4.50it/s]

 27%|██▋       | 101/370 [00:23<00:58,  4.58it/s]

 28%|██▊       | 102/370 [00:24<00:56,  4.73it/s]

 28%|██▊       | 103/370 [00:24<00:55,  4.79it/s]

 28%|██▊       | 104/370 [00:24<01:00,  4.37it/s]

 28%|██▊       | 105/370 [00:24<00:58,  4.52it/s]

 29%|██▊       | 106/370 [00:25<01:03,  4.17it/s]

 29%|██▉       | 107/370 [00:25<01:01,  4.27it/s]

 29%|██▉       | 108/370 [00:25<00:59,  4.43it/s]

 29%|██▉       | 109/370 [00:25<01:00,  4.28it/s]

 30%|██▉       | 110/370 [00:26<01:07,  3.85it/s]

 30%|███       | 111/370 [00:26<01:03,  4.10it/s]

 30%|███       | 112/370 [00:26<01:02,  4.13it/s]

 31%|███       | 113/370 [00:26<01:00,  4.22it/s]

 31%|███       | 114/370 [00:26<00:58,  4.36it/s]

 31%|███       | 115/370 [00:27<01:00,  4.19it/s]

 31%|███▏      | 116/370 [00:27<01:03,  4.03it/s]

 32%|███▏      | 117/370 [00:27<01:09,  3.64it/s]

 32%|███▏      | 118/370 [00:28<01:07,  3.73it/s]

 32%|███▏      | 119/370 [00:28<01:04,  3.89it/s]

 32%|███▏      | 120/370 [00:28<01:01,  4.05it/s]

 33%|███▎      | 121/370 [00:28<00:59,  4.19it/s]

 33%|███▎      | 122/370 [00:28<00:58,  4.26it/s]

 33%|███▎      | 123/370 [00:29<00:55,  4.48it/s]

 34%|███▎      | 124/370 [00:29<00:50,  4.86it/s]

 34%|███▍      | 125/370 [00:29<00:53,  4.59it/s]

 34%|███▍      | 126/370 [00:29<00:53,  4.60it/s]

 34%|███▍      | 127/370 [00:30<00:57,  4.23it/s]

 35%|███▍      | 128/370 [00:30<01:01,  3.95it/s]

 35%|███▍      | 129/370 [00:30<01:04,  3.72it/s]

 35%|███▌      | 130/370 [00:30<01:05,  3.67it/s]

 35%|███▌      | 131/370 [00:31<01:08,  3.48it/s]

 36%|███▌      | 132/370 [00:31<01:02,  3.79it/s]

 36%|███▌      | 133/370 [00:31<01:02,  3.79it/s]

 36%|███▌      | 134/370 [00:31<01:00,  3.88it/s]

 36%|███▋      | 135/370 [00:32<00:59,  3.94it/s]

 37%|███▋      | 136/370 [00:32<01:04,  3.65it/s]

 37%|███▋      | 137/370 [00:32<01:03,  3.67it/s]

 37%|███▋      | 138/370 [00:33<01:04,  3.59it/s]

 38%|███▊      | 139/370 [00:33<01:00,  3.81it/s]

 38%|███▊      | 140/370 [00:33<00:56,  4.05it/s]

 38%|███▊      | 141/370 [00:33<01:00,  3.81it/s]

 38%|███▊      | 142/370 [00:34<01:01,  3.72it/s]

 39%|███▊      | 143/370 [00:34<00:59,  3.80it/s]

 39%|███▉      | 144/370 [00:34<01:00,  3.71it/s]

 39%|███▉      | 145/370 [00:34<01:04,  3.49it/s]

 39%|███▉      | 146/370 [00:35<01:02,  3.61it/s]

 40%|███▉      | 147/370 [00:35<01:03,  3.50it/s]

 40%|████      | 148/370 [00:35<01:02,  3.54it/s]

 40%|████      | 149/370 [00:36<00:58,  3.76it/s]

 41%|████      | 150/370 [00:36<00:52,  4.16it/s]

 41%|████      | 151/370 [00:36<00:49,  4.40it/s]

 41%|████      | 152/370 [00:36<00:49,  4.38it/s]

 41%|████▏     | 153/370 [00:36<00:53,  4.06it/s]

 42%|████▏     | 154/370 [00:37<00:52,  4.12it/s]

 42%|████▏     | 155/370 [00:37<00:50,  4.26it/s]

 42%|████▏     | 156/370 [00:37<00:56,  3.81it/s]

 42%|████▏     | 157/370 [00:37<00:56,  3.80it/s]

 43%|████▎     | 158/370 [00:38<00:55,  3.82it/s]

 43%|████▎     | 159/370 [00:38<00:54,  3.86it/s]

 43%|████▎     | 160/370 [00:38<00:54,  3.85it/s]

 44%|████▎     | 161/370 [00:39<00:54,  3.83it/s]

 44%|████▍     | 162/370 [00:39<00:54,  3.80it/s]

 44%|████▍     | 163/370 [00:39<00:51,  4.00it/s]

 44%|████▍     | 164/370 [00:39<00:51,  4.00it/s]

 45%|████▍     | 165/370 [00:40<00:54,  3.77it/s]

 45%|████▍     | 166/370 [00:40<00:54,  3.76it/s]

 45%|████▌     | 167/370 [00:40<00:55,  3.64it/s]

 45%|████▌     | 168/370 [00:40<00:55,  3.62it/s]

 46%|████▌     | 169/370 [00:41<00:52,  3.84it/s]

 46%|████▌     | 170/370 [00:41<00:51,  3.89it/s]

 46%|████▌     | 171/370 [00:41<00:51,  3.85it/s]

 46%|████▋     | 172/370 [00:41<00:49,  4.01it/s]

 47%|████▋     | 173/370 [00:42<00:47,  4.15it/s]

 47%|████▋     | 174/370 [00:42<00:50,  3.89it/s]

 47%|████▋     | 175/370 [00:42<00:47,  4.14it/s]

 48%|████▊     | 176/370 [00:42<00:44,  4.36it/s]

 48%|████▊     | 177/370 [00:43<00:46,  4.17it/s]

 48%|████▊     | 178/370 [00:43<00:47,  4.05it/s]

 48%|████▊     | 179/370 [00:43<00:46,  4.13it/s]

 49%|████▊     | 180/370 [00:43<00:41,  4.56it/s]

 49%|████▉     | 181/370 [00:43<00:41,  4.55it/s]

 49%|████▉     | 182/370 [00:44<00:41,  4.56it/s]

 49%|████▉     | 183/370 [00:44<00:47,  3.97it/s]

 50%|████▉     | 184/370 [00:44<00:45,  4.07it/s]

 50%|█████     | 185/370 [00:44<00:43,  4.23it/s]

 50%|█████     | 186/370 [00:45<00:44,  4.17it/s]

 51%|█████     | 187/370 [00:45<00:44,  4.11it/s]

 51%|█████     | 188/370 [00:45<00:47,  3.81it/s]

 51%|█████     | 189/370 [00:46<00:47,  3.78it/s]

 51%|█████▏    | 190/370 [00:46<00:45,  3.98it/s]

 52%|█████▏    | 191/370 [00:46<00:42,  4.17it/s]

 52%|█████▏    | 192/370 [00:46<00:45,  3.92it/s]

 52%|█████▏    | 193/370 [00:46<00:45,  3.86it/s]

 52%|█████▏    | 194/370 [00:47<00:40,  4.30it/s]

 53%|█████▎    | 195/370 [00:47<00:41,  4.19it/s]

 53%|█████▎    | 196/370 [00:47<00:40,  4.25it/s]

 53%|█████▎    | 197/370 [00:47<00:41,  4.20it/s]

 54%|█████▎    | 198/370 [00:48<00:41,  4.18it/s]

 54%|█████▍    | 199/370 [00:48<00:39,  4.28it/s]

 54%|█████▍    | 200/370 [00:48<00:40,  4.18it/s]

 54%|█████▍    | 201/370 [00:48<00:39,  4.24it/s]

 55%|█████▍    | 202/370 [00:49<00:40,  4.20it/s]

 55%|█████▍    | 203/370 [00:49<00:39,  4.24it/s]

 55%|█████▌    | 204/370 [00:49<00:42,  3.88it/s]

 55%|█████▌    | 205/370 [00:49<00:41,  3.94it/s]

 56%|█████▌    | 206/370 [00:50<00:41,  3.91it/s]

 56%|█████▌    | 207/370 [00:50<00:43,  3.76it/s]

 56%|█████▌    | 208/370 [00:50<00:45,  3.58it/s]

 56%|█████▋    | 209/370 [00:50<00:44,  3.60it/s]

 57%|█████▋    | 210/370 [00:51<00:45,  3.55it/s]

 57%|█████▋    | 211/370 [00:51<00:46,  3.41it/s]

 57%|█████▋    | 212/370 [00:51<00:45,  3.49it/s]

 58%|█████▊    | 213/370 [00:52<00:46,  3.39it/s]

 58%|█████▊    | 214/370 [00:52<00:43,  3.58it/s]

 58%|█████▊    | 215/370 [00:52<00:43,  3.56it/s]

 58%|█████▊    | 216/370 [00:52<00:42,  3.59it/s]

 59%|█████▊    | 217/370 [00:53<00:41,  3.69it/s]

 59%|█████▉    | 218/370 [00:53<00:38,  3.90it/s]

 59%|█████▉    | 219/370 [00:53<00:39,  3.78it/s]

 59%|█████▉    | 220/370 [00:54<00:40,  3.68it/s]

 60%|█████▉    | 221/370 [00:54<00:41,  3.58it/s]

 60%|██████    | 222/370 [00:54<00:41,  3.60it/s]

 60%|██████    | 223/370 [00:54<00:42,  3.45it/s]

 61%|██████    | 224/370 [00:55<00:44,  3.28it/s]

 61%|██████    | 225/370 [00:55<00:47,  3.08it/s]

 61%|██████    | 226/370 [00:55<00:44,  3.22it/s]

 61%|██████▏   | 227/370 [00:56<00:44,  3.21it/s]

 62%|██████▏   | 228/370 [00:56<00:44,  3.21it/s]

 62%|██████▏   | 229/370 [00:56<00:44,  3.19it/s]

 62%|██████▏   | 230/370 [00:57<00:43,  3.19it/s]

 62%|██████▏   | 231/370 [00:57<00:41,  3.31it/s]

 63%|██████▎   | 232/370 [00:57<00:43,  3.19it/s]

 63%|██████▎   | 233/370 [00:58<00:43,  3.18it/s]

 63%|██████▎   | 234/370 [00:58<00:40,  3.36it/s]

 64%|██████▎   | 235/370 [00:58<00:38,  3.49it/s]

 64%|██████▍   | 236/370 [00:58<00:38,  3.51it/s]

 64%|██████▍   | 237/370 [00:59<00:37,  3.55it/s]

 64%|██████▍   | 238/370 [00:59<00:36,  3.65it/s]

 65%|██████▍   | 239/370 [00:59<00:34,  3.77it/s]

 65%|██████▍   | 240/370 [00:59<00:36,  3.58it/s]

 65%|██████▌   | 241/370 [01:00<00:35,  3.59it/s]

 65%|██████▌   | 242/370 [01:00<00:34,  3.71it/s]

 66%|██████▌   | 243/370 [01:00<00:36,  3.43it/s]

 66%|██████▌   | 244/370 [01:01<00:40,  3.14it/s]

 66%|██████▌   | 245/370 [01:01<00:37,  3.31it/s]

 66%|██████▋   | 246/370 [01:01<00:36,  3.37it/s]

 67%|██████▋   | 247/370 [01:01<00:33,  3.68it/s]

 67%|██████▋   | 248/370 [01:02<00:31,  3.89it/s]

 67%|██████▋   | 249/370 [01:02<00:31,  3.87it/s]

 68%|██████▊   | 250/370 [01:02<00:31,  3.76it/s]

 68%|██████▊   | 251/370 [01:03<00:31,  3.81it/s]

 68%|██████▊   | 252/370 [01:03<00:34,  3.45it/s]

 68%|██████▊   | 253/370 [01:03<00:33,  3.48it/s]

 69%|██████▊   | 254/370 [01:03<00:33,  3.44it/s]

 69%|██████▉   | 255/370 [01:04<00:35,  3.28it/s]

 69%|██████▉   | 256/370 [01:04<00:35,  3.22it/s]

 69%|██████▉   | 257/370 [01:04<00:35,  3.21it/s]

 70%|██████▉   | 258/370 [01:05<00:34,  3.24it/s]

 70%|███████   | 259/370 [01:05<00:33,  3.34it/s]

 70%|███████   | 260/370 [01:05<00:32,  3.38it/s]

 71%|███████   | 261/370 [01:06<00:32,  3.37it/s]

 71%|███████   | 262/370 [01:06<00:31,  3.41it/s]

 71%|███████   | 263/370 [01:06<00:32,  3.27it/s]

 71%|███████▏  | 264/370 [01:07<00:33,  3.17it/s]

 72%|███████▏  | 265/370 [01:07<00:31,  3.32it/s]

 72%|███████▏  | 266/370 [01:07<00:31,  3.27it/s]

 72%|███████▏  | 267/370 [01:07<00:32,  3.21it/s]

 72%|███████▏  | 268/370 [01:08<00:31,  3.25it/s]

 73%|███████▎  | 269/370 [01:08<00:31,  3.16it/s]

 73%|███████▎  | 270/370 [01:08<00:31,  3.16it/s]

 73%|███████▎  | 271/370 [01:09<00:32,  3.01it/s]

 74%|███████▎  | 272/370 [01:09<00:30,  3.21it/s]

 74%|███████▍  | 273/370 [01:09<00:29,  3.23it/s]

 74%|███████▍  | 274/370 [01:10<00:28,  3.33it/s]

 74%|███████▍  | 275/370 [01:10<00:28,  3.38it/s]

 75%|███████▍  | 276/370 [01:10<00:27,  3.39it/s]

 75%|███████▍  | 277/370 [01:11<00:28,  3.31it/s]

 75%|███████▌  | 278/370 [01:11<00:28,  3.24it/s]

 75%|███████▌  | 279/370 [01:11<00:27,  3.26it/s]

 76%|███████▌  | 280/370 [01:12<00:28,  3.14it/s]

 76%|███████▌  | 281/370 [01:12<00:27,  3.27it/s]

 76%|███████▌  | 282/370 [01:12<00:26,  3.32it/s]

 76%|███████▋  | 283/370 [01:12<00:26,  3.31it/s]

 77%|███████▋  | 284/370 [01:13<00:26,  3.26it/s]

 77%|███████▋  | 285/370 [01:13<00:28,  2.96it/s]

 77%|███████▋  | 286/370 [01:13<00:29,  2.87it/s]

 78%|███████▊  | 287/370 [01:14<00:27,  3.00it/s]

 78%|███████▊  | 288/370 [01:14<00:26,  3.11it/s]

 78%|███████▊  | 289/370 [01:14<00:24,  3.35it/s]

 78%|███████▊  | 290/370 [01:15<00:24,  3.25it/s]

 79%|███████▊  | 291/370 [01:15<00:24,  3.23it/s]

 79%|███████▉  | 292/370 [01:15<00:23,  3.34it/s]

 79%|███████▉  | 293/370 [01:16<00:23,  3.23it/s]

 79%|███████▉  | 294/370 [01:16<00:22,  3.33it/s]

 80%|███████▉  | 295/370 [01:16<00:22,  3.38it/s]

 80%|████████  | 296/370 [01:16<00:21,  3.41it/s]

 80%|████████  | 297/370 [01:17<00:22,  3.29it/s]

 81%|████████  | 298/370 [01:17<00:22,  3.14it/s]

 81%|████████  | 299/370 [01:17<00:22,  3.22it/s]

 81%|████████  | 300/370 [01:18<00:21,  3.26it/s]

 81%|████████▏ | 301/370 [01:18<00:21,  3.18it/s]

 82%|████████▏ | 302/370 [01:18<00:20,  3.30it/s]

 82%|████████▏ | 303/370 [01:19<00:20,  3.23it/s]

 82%|████████▏ | 304/370 [01:19<00:21,  3.12it/s]

 82%|████████▏ | 305/370 [01:19<00:20,  3.10it/s]

 83%|████████▎ | 306/370 [01:20<00:20,  3.15it/s]

 83%|████████▎ | 307/370 [01:20<00:19,  3.27it/s]

 83%|████████▎ | 308/370 [01:20<00:18,  3.35it/s]

 84%|████████▎ | 309/370 [01:20<00:18,  3.35it/s]

 84%|████████▍ | 310/370 [01:21<00:18,  3.25it/s]

 84%|████████▍ | 311/370 [01:21<00:18,  3.11it/s]

 84%|████████▍ | 312/370 [01:22<00:19,  3.00it/s]

 85%|████████▍ | 313/370 [01:22<00:18,  3.14it/s]

 85%|████████▍ | 314/370 [01:22<00:16,  3.40it/s]

 85%|████████▌ | 315/370 [01:22<00:15,  3.48it/s]

 85%|████████▌ | 316/370 [01:23<00:15,  3.47it/s]

 86%|████████▌ | 317/370 [01:23<00:15,  3.39it/s]

 86%|████████▌ | 318/370 [01:23<00:15,  3.30it/s]

 86%|████████▌ | 319/370 [01:23<00:14,  3.41it/s]

 86%|████████▋ | 320/370 [01:24<00:15,  3.32it/s]

 87%|████████▋ | 321/370 [01:24<00:14,  3.37it/s]

 87%|████████▋ | 322/370 [01:24<00:13,  3.47it/s]

 87%|████████▋ | 323/370 [01:25<00:13,  3.48it/s]

 88%|████████▊ | 324/370 [01:25<00:12,  3.57it/s]

 88%|████████▊ | 325/370 [01:25<00:12,  3.55it/s]

 88%|████████▊ | 326/370 [01:26<00:12,  3.41it/s]

 88%|████████▊ | 327/370 [01:26<00:13,  3.27it/s]

 89%|████████▊ | 328/370 [01:26<00:12,  3.35it/s]

 89%|████████▉ | 329/370 [01:26<00:11,  3.47it/s]

 89%|████████▉ | 330/370 [01:27<00:11,  3.38it/s]

 89%|████████▉ | 331/370 [01:27<00:11,  3.28it/s]

 90%|████████▉ | 332/370 [01:27<00:11,  3.39it/s]

 90%|█████████ | 333/370 [01:28<00:10,  3.44it/s]

 90%|█████████ | 334/370 [01:28<00:10,  3.43it/s]

 91%|█████████ | 335/370 [01:28<00:09,  3.56it/s]

 91%|█████████ | 336/370 [01:28<00:09,  3.60it/s]

 91%|█████████ | 337/370 [01:29<00:09,  3.37it/s]

 91%|█████████▏| 338/370 [01:29<00:09,  3.33it/s]

 92%|█████████▏| 339/370 [01:29<00:09,  3.35it/s]

 92%|█████████▏| 340/370 [01:30<00:09,  3.25it/s]

 92%|█████████▏| 341/370 [01:30<00:08,  3.33it/s]

 92%|█████████▏| 342/370 [01:30<00:08,  3.47it/s]

 93%|█████████▎| 343/370 [01:30<00:07,  3.61it/s]

 93%|█████████▎| 344/370 [01:31<00:07,  3.37it/s]

 93%|█████████▎| 345/370 [01:31<00:07,  3.15it/s]

 94%|█████████▎| 346/370 [01:32<00:07,  3.02it/s]

 94%|█████████▍| 347/370 [01:32<00:07,  2.99it/s]

 94%|█████████▍| 348/370 [01:32<00:06,  3.21it/s]

 94%|█████████▍| 349/370 [01:32<00:06,  3.18it/s]

 95%|█████████▍| 350/370 [01:33<00:06,  3.33it/s]

 95%|█████████▍| 351/370 [01:33<00:05,  3.21it/s]

 95%|█████████▌| 352/370 [01:33<00:05,  3.10it/s]

 95%|█████████▌| 353/370 [01:34<00:05,  3.11it/s]

 96%|█████████▌| 354/370 [01:34<00:05,  3.12it/s]

 96%|█████████▌| 355/370 [01:34<00:04,  3.32it/s]

 96%|█████████▌| 356/370 [01:35<00:04,  3.30it/s]

 96%|█████████▋| 357/370 [01:35<00:03,  3.48it/s]

 97%|█████████▋| 358/370 [01:35<00:03,  3.80it/s]

 97%|█████████▋| 359/370 [01:35<00:03,  3.64it/s]

 97%|█████████▋| 360/370 [01:36<00:02,  3.57it/s]

 98%|█████████▊| 361/370 [01:36<00:02,  3.66it/s]

 98%|█████████▊| 362/370 [01:36<00:02,  3.67it/s]

 98%|█████████▊| 363/370 [01:36<00:01,  3.84it/s]

 98%|█████████▊| 364/370 [01:37<00:01,  3.64it/s]

 99%|█████████▊| 365/370 [01:37<00:01,  3.87it/s]

 99%|█████████▉| 366/370 [01:37<00:01,  3.74it/s]

 99%|█████████▉| 367/370 [01:38<00:00,  3.80it/s]

 99%|█████████▉| 368/370 [01:38<00:00,  3.75it/s]

100%|█████████▉| 369/370 [01:38<00:00,  3.76it/s]

100%|██████████| 370/370 [01:38<00:00,  4.04it/s]
                                                         

                                                 

 53%|█████▎    | 10500/19900 [5:20:18<4:43:48,  1.81s/it]

100%|██████████| 370/370 [02:05<00:00,  4.04it/s]

                                                 Saving model checkpoint to ./checkpoint-10500
Configuration saved in ./checkpoint-10500/config.json
Model weights saved in ./checkpoint-10500/pytorch_model.bin
Configuration saved in ./checkpoint-10500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-9000] due to args.save_total_limit

 53%|█████▎    | 10501/19900 [5:21:40<165:59:48, 63.58s/it]
 53%|█████▎    | 10502/19900 [5:21:42<117:34:34, 45.04s/it]
 53%|█████▎    | 10503/19900 [5:21:43<83:43:03, 32.07s/it] 
 53%|█████▎    | 10504/19900 [5:21:45<59:59:04, 22.98s/it]
 53%|█████▎    | 10505/19900 [5:21:47<43:23:26, 16.63s/it]
 53%|█████▎    | 10506/19900 [5:21:49<31:39:23, 12.13s/it]
 53%|█████▎    | 10507/19900 [5:21:50<23:24:40,  8.97s/it]
 53%|█████▎    | 10508/19900 [5:21:52<17:43:22,  6.79s/it]
 53%|█████▎    | 10509/19900 [5:21:53<13:36:38,  5.22s/it]
 53%|█████▎    | 10510/19900 [5:21:55<10:48:15,  4.14s/it]
 53%|█████▎    | 10511/19900 [5:21:57<8:46:11,  3.36s/it] 
 53%|█████▎    | 10512/19900 [5:21:58<7:23:35,  2.84s/it]
 53%|█████▎    | 10513/19900 [5:22:00<6:23:20,  2.45s/it]
 53%|█████▎    | 10514/19900 [5:22:01<5:41:39,  2.18s/it]
 53%|█████▎    | 10515/19900 [5:22:03<5:10:42,  1.99s/it]
 53%|█████▎    | 10516/19900 [5:22:04<4:49:32,  1.85s/it]
 53%|█████▎    | 10517/19900 [5:22:06<4:30:12,  1.73s/it]
 53%|█████▎    | 10518/19900 [5:22:07<4:18:40,  1.65s/it]
 53%|█████▎    | 10519/19900 [5:22:09<4:08:35,  1.59s/it]
 53%|█████▎    | 10520/19900 [5:22:10<4:01:05,  1.54s/it]
 53%|█████▎    | 10521/19900 [5:22:12<3:55:26,  1.51s/it]
 53%|█████▎    | 10522/19900 [5:22:13<3:47:24,  1.45s/it]
 53%|█████▎    | 10523/19900 [5:22:14<3:42:03,  1.42s/it]
 53%|█████▎    | 10524/19900 [5:22:16<3:39:37,  1.41s/it]
 53%|█████▎    | 10525/19900 [5:22:17<3:35:49,  1.38s/it]
 53%|█████▎    | 10526/19900 [5:22:18<3:33:16,  1.37s/it]
 53%|█████▎    | 10527/19900 [5:22:20<3:29:00,  1.34s/it]
 53%|█████▎    | 10528/19900 [5:22:21<3:27:31,  1.33s/it]
 53%|█████▎    | 10529/19900 [5:22:22<3:26:46,  1.32s/it]
 53%|█████▎    | 10530/19900 [5:22:23<3:26:13,  1.32s/it]
 53%|█████▎    | 10531/19900 [5:22:25<3:24:30,  1.31s/it]
 53%|█████▎    | 10532/19900 [5:22:26<3:19:10,  1.28s/it]
 53%|█████▎    | 10533/19900 [5:22:27<3:19:41,  1.28s/it]
 53%|█████▎    | 10534/19900 [5:22:28<3:13:52,  1.24s/it]
 53%|█████▎    | 10535/19900 [5:22:30<3:09:17,  1.21s/it]
 53%|█████▎    | 10536/19900 [5:22:31<3:05:11,  1.19s/it]
 53%|█████▎    | 10537/19900 [5:22:32<3:05:37,  1.19s/it]
 53%|█████▎    | 10538/19900 [5:22:33<3:06:43,  1.20s/it]
 53%|█████▎    | 10539/19900 [5:22:34<3:03:01,  1.17s/it]
 53%|█████▎    | 10540/19900 [5:22:35<2:56:48,  1.13s/it]
 53%|█████▎    | 10541/19900 [5:22:36<2:53:33,  1.11s/it]
 53%|█████▎    | 10542/19900 [5:22:37<2:49:26,  1.09s/it]
 53%|█████▎    | 10543/19900 [5:22:38<2:45:59,  1.06s/it]
 53%|█████▎    | 10544/19900 [5:22:39<2:38:11,  1.01s/it]
 53%|█████▎    | 10545/19900 [5:22:41<3:18:47,  1.28s/it]
 53%|█████▎    | 10546/19900 [5:22:43<3:26:13,  1.32s/it]
 53%|█████▎    | 10547/19900 [5:22:44<3:21:55,  1.30s/it]
 53%|█████▎    | 10548/19900 [5:22:47<4:35:09,  1.77s/it]
 53%|█████▎    | 10549/19900 [5:22:49<4:52:20,  1.88s/it]
 53%|█████▎    | 10550/19900 [5:22:51<5:00:37,  1.93s/it]
 53%|█████▎    | 10551/19900 [5:22:53<5:00:34,  1.93s/it]
 53%|█████▎    | 10552/19900 [5:22:55<5:00:44,  1.93s/it]
 53%|█████▎    | 10553/19900 [5:22:57<4:59:13,  1.92s/it]
 53%|█████▎    | 10554/19900 [5:22:58<4:50:48,  1.87s/it]
 53%|█████▎    | 10555/19900 [5:23:00<4:46:33,  1.84s/it]
 53%|█████▎    | 10556/19900 [5:23:02<4:37:47,  1.78s/it]
 53%|█████▎    | 10557/19900 [5:23:03<4:30:13,  1.74s/it]
 53%|█████▎    | 10558/19900 [5:23:05<4:26:26,  1.71s/it]
 53%|█████▎    | 10559/19900 [5:23:07<4:22:12,  1.68s/it]
 53%|█████▎    | 10560/19900 [5:23:08<4:13:37,  1.63s/it]
 53%|█████▎    | 10561/19900 [5:23:10<4:07:46,  1.59s/it]
 53%|█████▎    | 10562/19900 [5:23:11<4:02:05,  1.56s/it]
 53%|█████▎    | 10563/19900 [5:23:13<4:01:59,  1.56s/it]
 53%|█████▎    | 10564/19900 [5:23:14<4:00:06,  1.54s/it]
 53%|█████▎    | 10565/19900 [5:23:16<4:00:58,  1.55s/it]
 53%|█████▎    | 10566/19900 [5:23:17<3:59:54,  1.54s/it]
 53%|█████▎    | 10567/19900 [5:23:19<3:56:11,  1.52s/it]
 53%|█████▎    | 10568/19900 [5:23:20<3:54:14,  1.51s/it]
 53%|█████▎    | 10569/19900 [5:23:22<3:51:02,  1.49s/it]
 53%|█████▎    | 10570/19900 [5:23:23<3:48:50,  1.47s/it]
 53%|█████▎    | 10571/19900 [5:23:25<3:50:22,  1.48s/it]
 53%|█████▎    | 10572/19900 [5:23:26<3:53:12,  1.50s/it]
 53%|█████▎    | 10573/19900 [5:23:28<3:49:52,  1.48s/it]
 53%|█████▎    | 10574/19900 [5:23:29<3:42:33,  1.43s/it]
 53%|█████▎    | 10575/19900 [5:23:30<3:37:13,  1.40s/it]
 53%|█████▎    | 10576/19900 [5:23:32<3:33:19,  1.37s/it]
 53%|█████▎    | 10577/19900 [5:23:33<3:29:00,  1.35s/it]
 53%|█████▎    | 10578/19900 [5:23:34<3:32:13,  1.37s/it]
 53%|█████▎    | 10579/19900 [5:23:36<3:26:56,  1.33s/it]
 53%|█████▎    | 10580/19900 [5:23:37<3:25:28,  1.32s/it]
 53%|█████▎    | 10581/19900 [5:23:38<3:21:34,  1.30s/it]
 53%|█████▎    | 10582/19900 [5:23:39<3:21:19,  1.30s/it]
 53%|█████▎    | 10583/19900 [5:23:41<3:22:24,  1.30s/it]
 53%|█████▎    | 10584/19900 [5:23:42<3:16:14,  1.26s/it]
 53%|█████▎    | 10585/19900 [5:23:43<3:14:18,  1.25s/it]
 53%|█████▎    | 10586/19900 [5:23:44<3:11:56,  1.24s/it]
 53%|█████▎    | 10587/19900 [5:23:45<3:09:25,  1.22s/it]
 53%|█████▎    | 10588/19900 [5:23:47<3:05:53,  1.20s/it]
 53%|█████▎    | 10589/19900 [5:23:48<3:04:26,  1.19s/it]
 53%|█████▎    | 10590/19900 [5:23:49<3:02:19,  1.18s/it]
 53%|█████▎    | 10591/19900 [5:23:50<2:57:45,  1.15s/it]
 53%|█████▎    | 10592/19900 [5:23:51<2:53:19,  1.12s/it]
 53%|█████▎    | 10593/19900 [5:23:52<2:50:12,  1.10s/it]
 53%|█████▎    | 10594/19900 [5:23:53<2:44:21,  1.06s/it]
 53%|█████▎    | 10595/19900 [5:23:54<2:40:57,  1.04s/it]
 53%|█████▎    | 10596/19900 [5:23:55<2:33:30,  1.01it/s]
 53%|█████▎    | 10597/19900 [5:23:57<3:39:49,  1.42s/it]
 53%|█████▎    | 10598/19900 [5:23:59<4:12:26,  1.63s/it]
 53%|█████▎    | 10599/19900 [5:24:02<4:32:54,  1.76s/it]
 53%|█████▎    | 10600/19900 [5:24:03<4:40:12,  1.81s/it]
                                                         

 53%|█████▎    | 10600/19900 [5:24:03<4:40:12,  1.81s/it]
 53%|█████▎    | 10601/19900 [5:24:05<4:43:00,  1.83s/it]
 53%|█████▎    | 10602/19900 [5:24:07<4:40:44,  1.81s/it]
 53%|█████▎    | 10603/19900 [5:24:09<4:37:18,  1.79s/it]
 53%|█████▎    | 10604/19900 [5:24:11<4:33:57,  1.77s/it]
 53%|█████▎    | 10605/19900 [5:24:12<4:29:58,  1.74s/it]
 53%|█████▎    | 10606/19900 [5:24:14<4:25:39,  1.72s/it]
 53%|█████▎    | 10607/19900 [5:24:16<4:28:27,  1.73s/it]
 53%|█████▎    | 10608/19900 [5:24:17<4:22:06,  1.69s/it]
 53%|█████▎    | 10609/19900 [5:24:19<4:24:40,  1.71s/it]
 53%|█████▎    | 10610/19900 [5:24:21<4:17:44,  1.66s/it]
 53%|█████▎    | 10611/19900 [5:24:22<4:15:11,  1.65s/it]
 53%|█████▎    | 10612/19900 [5:24:24<4:09:42,  1.61s/it]
 53%|█████▎    | 10613/19900 [5:24:25<4:04:58,  1.58s/it]
 53%|█████▎    | 10614/19900 [5:24:27<4:00:52,  1.56s/it]
 53%|█████▎    | 10615/19900 [5:24:28<4:00:15,  1.55s/it]
 53%|█████▎    | 10616/19900 [5:24:30<3:56:27,  1.53s/it]
 53%|█████▎    | 10617/19900 [5:24:31<3:52:42,  1.50s/it]
 53%|█████▎    | 10618/19900 [5:24:33<3:54:00,  1.51s/it]
 53%|█████▎    | 10619/19900 [5:24:34<3:50:23,  1.49s/it]
 53%|█████▎    | 10620/19900 [5:24:36<3:46:34,  1.46s/it]
 53%|█████▎    | 10621/19900 [5:24:37<3:42:21,  1.44s/it]
 53%|█████▎    | 10622/19900 [5:24:38<3:45:57,  1.46s/it]
 53%|█████▎    | 10623/19900 [5:24:40<3:44:09,  1.45s/it]
 53%|█████▎    | 10624/19900 [5:24:41<3:40:32,  1.43s/it]
 53%|█████▎    | 10625/19900 [5:24:43<3:34:47,  1.39s/it]
 53%|█████▎    | 10626/19900 [5:24:44<3:31:46,  1.37s/it]
 53%|█████▎    | 10627/19900 [5:24:45<3:28:49,  1.35s/it]
 53%|█████▎    | 10628/19900 [5:24:47<3:30:35,  1.36s/it]
 53%|█████▎    | 10629/19900 [5:24:48<3:30:01,  1.36s/it]
 53%|█████▎    | 10630/19900 [5:24:49<3:26:42,  1.34s/it]
 53%|█████▎    | 10631/19900 [5:24:50<3:24:34,  1.32s/it]
 53%|█████▎    | 10632/19900 [5:24:52<3:19:27,  1.29s/it]
 53%|█████▎    | 10633/19900 [5:24:53<3:16:36,  1.27s/it]
 53%|█████▎    | 10634/19900 [5:24:54<3:13:13,  1.25s/it]
 53%|█████▎    | 10635/19900 [5:24:55<3:10:11,  1.23s/it]
 53%|█████▎    | 10636/19900 [5:24:56<3:05:37,  1.20s/it]
 53%|█████▎    | 10637/19900 [5:24:58<3:02:53,  1.18s/it]
 53%|█████▎    | 10638/19900 [5:24:59<3:01:48,  1.18s/it]
 53%|█████▎    | 10639/19900 [5:25:00<2:59:04,  1.16s/it]
 53%|█████▎    | 10640/19900 [5:25:01<2:53:23,  1.12s/it]
 53%|█████▎    | 10641/19900 [5:25:02<2:47:31,  1.09s/it]
 53%|█████▎    | 10642/19900 [5:25:03<2:42:37,  1.05s/it]
 53%|█████▎    | 10643/19900 [5:25:04<2:42:08,  1.05s/it]
 53%|█████▎    | 10644/19900 [5:25:05<2:39:42,  1.04s/it]
 53%|█████▎    | 10645/19900 [5:25:06<2:33:48,  1.00it/s]
 53%|█████▎    | 10646/19900 [5:25:08<3:37:04,  1.41s/it]
 54%|█████▎    | 10647/19900 [5:25:10<4:12:17,  1.64s/it]
 54%|█████▎    | 10648/19900 [5:25:12<4:32:09,  1.76s/it]
 54%|█████▎    | 10649/19900 [5:25:14<4:43:16,  1.84s/it]
 54%|█████▎    | 10650/19900 [5:25:16<4:44:01,  1.84s/it]
 54%|█████▎    | 10651/19900 [5:25:18<4:44:01,  1.84s/it]
 54%|█████▎    | 10652/19900 [5:25:20<4:39:40,  1.81s/it]
 54%|█████▎    | 10653/19900 [5:25:22<4:35:56,  1.79s/it]
 54%|█████▎    | 10654/19900 [5:25:23<4:35:59,  1.79s/it]
 54%|█████▎    | 10655/19900 [5:25:25<4:28:08,  1.74s/it]
 54%|█████▎    | 10656/19900 [5:25:27<4:21:15,  1.70s/it]
 54%|█████▎    | 10657/19900 [5:25:28<4:15:18,  1.66s/it]
 54%|█████▎    | 10658/19900 [5:25:30<4:16:28,  1.67s/it]
 54%|█████▎    | 10659/19900 [5:25:32<4:14:35,  1.65s/it]
 54%|█████▎    | 10660/19900 [5:25:33<4:12:20,  1.64s/it]
 54%|█████▎    | 10661/19900 [5:25:35<4:06:44,  1.60s/it]
 54%|█████▎    | 10662/19900 [5:25:36<4:01:22,  1.57s/it]
 54%|█████▎    | 10663/19900 [5:25:38<3:59:18,  1.55s/it]
 54%|█████▎    | 10664/19900 [5:25:39<3:56:24,  1.54s/it]
 54%|█████▎    | 10665/19900 [5:25:41<3:53:48,  1.52s/it]
 54%|█████▎    | 10666/19900 [5:25:42<3:51:55,  1.51s/it]
 54%|█████▎    | 10667/19900 [5:25:44<3:50:54,  1.50s/it]
 54%|█████▎    | 10668/19900 [5:25:45<3:48:14,  1.48s/it]
 54%|█████▎    | 10669/19900 [5:25:46<3:44:41,  1.46s/it]
 54%|█████▎    | 10670/19900 [5:25:48<3:40:02,  1.43s/it]
 54%|█████▎    | 10671/19900 [5:25:49<3:37:00,  1.41s/it]
 54%|█████▎    | 10672/19900 [5:25:50<3:33:01,  1.39s/it]
 54%|█████▎    | 10673/19900 [5:25:52<3:30:01,  1.37s/it]
 54%|█████▎    | 10674/19900 [5:25:53<3:30:59,  1.37s/it]
 54%|█████▎    | 10675/19900 [5:25:54<3:26:23,  1.34s/it]
 54%|█████▎    | 10676/19900 [5:25:56<3:23:15,  1.32s/it]
 54%|█████▎    | 10677/19900 [5:25:57<3:20:35,  1.30s/it]
 54%|█████▎    | 10678/19900 [5:25:58<3:14:19,  1.26s/it]
 54%|█████▎    | 10679/19900 [5:25:59<3:11:46,  1.25s/it]
 54%|█████▎    | 10680/19900 [5:26:01<3:11:35,  1.25s/it]
 54%|█████▎    | 10681/19900 [5:26:02<3:10:32,  1.24s/it]
 54%|█████▎    | 10682/19900 [5:26:03<3:11:07,  1.24s/it]
 54%|█████▎    | 10683/19900 [5:26:04<3:06:39,  1.22s/it]
 54%|█████▎    | 10684/19900 [5:26:05<3:05:45,  1.21s/it]
 54%|█████▎    | 10685/19900 [5:26:07<3:03:37,  1.20s/it]
 54%|█████▎    | 10686/19900 [5:26:08<3:00:57,  1.18s/it]
 54%|█████▎    | 10687/19900 [5:26:09<2:58:53,  1.17s/it]
 54%|█████▎    | 10688/19900 [5:26:10<2:54:43,  1.14s/it]
 54%|█████▎    | 10689/19900 [5:26:11<2:53:35,  1.13s/it]
 54%|█████▎    | 10690/19900 [5:26:12<2:51:06,  1.11s/it]
 54%|█████▎    | 10691/19900 [5:26:13<2:48:30,  1.10s/it]
 54%|█████▎    | 10692/19900 [5:26:14<2:44:49,  1.07s/it]
 54%|█████▎    | 10693/19900 [5:26:15<2:41:06,  1.05s/it]
 54%|█████▎    | 10694/19900 [5:26:16<2:35:17,  1.01s/it]
 54%|█████▎    | 10695/19900 [5:26:19<3:39:54,  1.43s/it]
 54%|█████▎    | 10696/19900 [5:26:21<4:10:51,  1.64s/it]
 54%|█████▍    | 10697/19900 [5:26:23<4:28:23,  1.75s/it]
 54%|█████▍    | 10698/19900 [5:26:25<4:37:21,  1.81s/it]
 54%|█████▍    | 10699/19900 [5:26:27<4:46:39,  1.87s/it]
 54%|█████▍    | 10700/19900 [5:26:29<4:46:55,  1.87s/it]
                                                         

 54%|█████▍    | 10700/19900 [5:26:29<4:46:55,  1.87s/it]
 54%|█████▍    | 10701/19900 [5:26:30<4:42:32,  1.84s/it]
 54%|█████▍    | 10702/19900 [5:26:32<4:37:07,  1.81s/it]
 54%|█████▍    | 10703/19900 [5:26:34<4:37:20,  1.81s/it]
 54%|█████▍    | 10704/19900 [5:26:35<4:29:24,  1.76s/it]
 54%|█████▍    | 10705/19900 [5:26:37<4:23:48,  1.72s/it]
 54%|█████▍    | 10706/19900 [5:26:39<4:18:55,  1.69s/it]
 54%|█████▍    | 10707/19900 [5:26:40<4:11:44,  1.64s/it]
 54%|█████▍    | 10708/19900 [5:26:42<4:06:45,  1.61s/it]
 54%|█████▍    | 10709/19900 [5:26:43<4:04:34,  1.60s/it]
 54%|█████▍    | 10710/19900 [5:26:45<4:09:49,  1.63s/it]
 54%|█████▍    | 10711/19900 [5:26:47<4:05:20,  1.60s/it]
 54%|█████▍    | 10712/19900 [5:26:48<4:01:51,  1.58s/it]
 54%|█████▍    | 10713/19900 [5:26:50<4:00:20,  1.57s/it]
 54%|█████▍    | 10714/19900 [5:26:51<3:55:07,  1.54s/it]
 54%|█████▍    | 10715/19900 [5:26:53<3:53:00,  1.52s/it]
 54%|█████▍    | 10716/19900 [5:26:54<3:51:28,  1.51s/it]
 54%|█████▍    | 10717/19900 [5:26:56<3:49:21,  1.50s/it]
 54%|█████▍    | 10718/19900 [5:26:57<3:47:31,  1.49s/it]
 54%|█████▍    | 10719/19900 [5:26:59<3:46:39,  1.48s/it]
 54%|█████▍    | 10720/19900 [5:27:00<3:45:14,  1.47s/it]
 54%|█████▍    | 10721/19900 [5:27:01<3:41:03,  1.44s/it]
 54%|█████▍    | 10722/19900 [5:27:03<3:36:56,  1.42s/it]
 54%|█████▍    | 10723/19900 [5:27:04<3:31:05,  1.38s/it]
 54%|█████▍    | 10724/19900 [5:27:05<3:30:50,  1.38s/it]
 54%|█████▍    | 10725/19900 [5:27:07<3:29:06,  1.37s/it]
 54%|█████▍    | 10726/19900 [5:27:08<3:27:30,  1.36s/it]
 54%|█████▍    | 10727/19900 [5:27:09<3:23:00,  1.33s/it]
 54%|█████▍    | 10728/19900 [5:27:11<3:22:03,  1.32s/it]
 54%|█████▍    | 10729/19900 [5:27:12<3:19:54,  1.31s/it]
 54%|█████▍    | 10730/19900 [5:27:13<3:16:20,  1.28s/it]
 54%|█████▍    | 10731/19900 [5:27:14<3:17:33,  1.29s/it]
 54%|█████▍    | 10732/19900 [5:27:16<3:13:38,  1.27s/it]
 54%|█████▍    | 10733/19900 [5:27:17<3:14:37,  1.27s/it]
 54%|█████▍    | 10734/19900 [5:27:18<3:15:14,  1.28s/it]
 54%|█████▍    | 10735/19900 [5:27:19<3:08:41,  1.24s/it]
 54%|█████▍    | 10736/19900 [5:27:20<3:05:07,  1.21s/it]
 54%|█████▍    | 10737/19900 [5:27:22<2:59:43,  1.18s/it]
 54%|█████▍    | 10738/19900 [5:27:23<2:54:04,  1.14s/it]
 54%|█████▍    | 10739/19900 [5:27:24<2:53:51,  1.14s/it]
 54%|█████▍    | 10740/19900 [5:27:25<2:47:00,  1.09s/it]
 54%|█████▍    | 10741/19900 [5:27:26<2:45:19,  1.08s/it]
 54%|█████▍    | 10742/19900 [5:27:27<2:40:08,  1.05s/it]
 54%|█████▍    | 10743/19900 [5:27:28<2:37:25,  1.03s/it]
 54%|█████▍    | 10744/19900 [5:27:30<3:13:32,  1.27s/it]
 54%|█████▍    | 10745/19900 [5:27:31<3:28:31,  1.37s/it]
 54%|█████▍    | 10746/19900 [5:27:33<3:27:11,  1.36s/it]
 54%|█████▍    | 10747/19900 [5:27:35<4:32:45,  1.79s/it]
 54%|█████▍    | 10748/19900 [5:27:37<4:47:26,  1.88s/it]
 54%|█████▍    | 10749/19900 [5:27:39<4:48:13,  1.89s/it]
 54%|█████▍    | 10750/19900 [5:27:41<4:44:42,  1.87s/it]
 54%|█████▍    | 10751/19900 [5:27:43<4:45:48,  1.87s/it]
 54%|█████▍    | 10752/19900 [5:27:45<4:40:56,  1.84s/it]
 54%|█████▍    | 10753/19900 [5:27:47<4:35:37,  1.81s/it]
 54%|█████▍    | 10754/19900 [5:27:48<4:29:24,  1.77s/it]
 54%|█████▍    | 10755/19900 [5:27:50<4:22:51,  1.72s/it]
 54%|█████▍    | 10756/19900 [5:27:52<4:23:17,  1.73s/it]
 54%|█████▍    | 10757/19900 [5:27:53<4:23:13,  1.73s/it]
 54%|█████▍    | 10758/19900 [5:27:55<4:18:08,  1.69s/it]
 54%|█████▍    | 10759/19900 [5:27:56<4:10:47,  1.65s/it]
 54%|█████▍    | 10760/19900 [5:27:58<4:05:20,  1.61s/it]
 54%|█████▍    | 10761/19900 [5:28:00<4:05:06,  1.61s/it]
 54%|█████▍    | 10762/19900 [5:28:01<4:05:14,  1.61s/it]
 54%|█████▍    | 10763/19900 [5:28:03<4:00:30,  1.58s/it]
 54%|█████▍    | 10764/19900 [5:28:04<3:55:37,  1.55s/it]
 54%|█████▍    | 10765/19900 [5:28:06<3:51:22,  1.52s/it]
 54%|█████▍    | 10766/19900 [5:28:07<3:47:13,  1.49s/it]
 54%|█████▍    | 10767/19900 [5:28:09<3:45:26,  1.48s/it]
 54%|█████▍    | 10768/19900 [5:28:10<3:45:20,  1.48s/it]
 54%|█████▍    | 10769/19900 [5:28:11<3:44:03,  1.47s/it]
 54%|█████▍    | 10770/19900 [5:28:13<3:40:45,  1.45s/it]
 54%|█████▍    | 10771/19900 [5:28:14<3:38:15,  1.43s/it]
 54%|█████▍    | 10772/19900 [5:28:16<3:35:59,  1.42s/it]
 54%|█████▍    | 10773/19900 [5:28:17<3:33:49,  1.41s/it]
 54%|█████▍    | 10774/19900 [5:28:18<3:31:19,  1.39s/it]
 54%|█████▍    | 10775/19900 [5:28:20<3:30:11,  1.38s/it]
 54%|█████▍    | 10776/19900 [5:28:21<3:28:03,  1.37s/it]
 54%|█████▍    | 10777/19900 [5:28:22<3:24:33,  1.35s/it]
 54%|█████▍    | 10778/19900 [5:28:24<3:21:44,  1.33s/it]
 54%|█████▍    | 10779/19900 [5:28:25<3:22:35,  1.33s/it]
 54%|█████▍    | 10780/19900 [5:28:26<3:19:33,  1.31s/it]
 54%|█████▍    | 10781/19900 [5:28:27<3:15:11,  1.28s/it]
 54%|█████▍    | 10782/19900 [5:28:29<3:13:24,  1.27s/it]
 54%|█████▍    | 10783/19900 [5:28:30<3:09:59,  1.25s/it]
 54%|█████▍    | 10784/19900 [5:28:31<3:08:56,  1.24s/it]
 54%|█████▍    | 10785/19900 [5:28:32<3:05:32,  1.22s/it]
 54%|█████▍    | 10786/19900 [5:28:33<3:03:42,  1.21s/it]
 54%|█████▍    | 10787/19900 [5:28:35<2:59:29,  1.18s/it]
 54%|█████▍    | 10788/19900 [5:28:36<2:55:59,  1.16s/it]
 54%|█████▍    | 10789/19900 [5:28:37<2:54:16,  1.15s/it]
 54%|█████▍    | 10790/19900 [5:28:38<2:50:09,  1.12s/it]
 54%|█████▍    | 10791/19900 [5:28:39<2:47:53,  1.11s/it]
 54%|█████▍    | 10792/19900 [5:28:40<2:47:33,  1.10s/it]
 54%|█████▍    | 10793/19900 [5:28:41<2:41:56,  1.07s/it]
 54%|█████▍    | 10794/19900 [5:28:42<2:37:08,  1.04s/it]
 54%|█████▍    | 10795/19900 [5:28:43<2:33:33,  1.01s/it]
 54%|█████▍    | 10796/19900 [5:28:45<3:34:59,  1.42s/it]
 54%|█████▍    | 10797/19900 [5:28:47<4:07:58,  1.63s/it]
 54%|█████▍    | 10798/19900 [5:28:49<4:25:35,  1.75s/it]
 54%|█████▍    | 10799/19900 [5:28:51<4:35:05,  1.81s/it]
 54%|█████▍    | 10800/19900 [5:28:53<4:38:29,  1.84s/it]
                                                         

 54%|█████▍    | 10800/19900 [5:28:53<4:38:29,  1.84s/it]
 54%|█████▍    | 10801/19900 [5:28:55<4:36:54,  1.83s/it]
 54%|█████▍    | 10802/19900 [5:28:57<4:32:14,  1.80s/it]
 54%|█████▍    | 10803/19900 [5:28:59<4:30:47,  1.79s/it]
 54%|█████▍    | 10804/19900 [5:29:00<4:29:03,  1.77s/it]
 54%|█████▍    | 10805/19900 [5:29:02<4:27:03,  1.76s/it]
 54%|█████▍    | 10806/19900 [5:29:04<4:20:52,  1.72s/it]
 54%|█████▍    | 10807/19900 [5:29:05<4:17:00,  1.70s/it]
 54%|█████▍    | 10808/19900 [5:29:07<4:11:44,  1.66s/it]
 54%|█████▍    | 10809/19900 [5:29:09<4:06:53,  1.63s/it]
 54%|█████▍    | 10810/19900 [5:29:10<4:02:36,  1.60s/it]
 54%|█████▍    | 10811/19900 [5:29:12<3:57:22,  1.57s/it]
 54%|█████▍    | 10812/19900 [5:29:13<3:55:10,  1.55s/it]
 54%|█████▍    | 10813/19900 [5:29:15<3:51:11,  1.53s/it]
 54%|█████▍    | 10814/19900 [5:29:16<3:49:47,  1.52s/it]
 54%|█████▍    | 10815/19900 [5:29:18<3:49:15,  1.51s/it]
 54%|█████▍    | 10816/19900 [5:29:19<3:48:43,  1.51s/it]
 54%|█████▍    | 10817/19900 [5:29:20<3:44:59,  1.49s/it]
 54%|█████▍    | 10818/19900 [5:29:22<3:41:13,  1.46s/it]
 54%|█████▍    | 10819/19900 [5:29:23<3:40:04,  1.45s/it]
 54%|█████▍    | 10820/19900 [5:29:25<3:36:51,  1.43s/it]
 54%|█████▍    | 10821/19900 [5:29:26<3:35:53,  1.43s/it]
 54%|█████▍    | 10822/19900 [5:29:27<3:30:55,  1.39s/it]
 54%|█████▍    | 10823/19900 [5:29:29<3:22:51,  1.34s/it]
 54%|█████▍    | 10824/19900 [5:29:30<3:15:55,  1.30s/it]
 54%|█████▍    | 10825/19900 [5:29:31<3:10:47,  1.26s/it]
 54%|█████▍    | 10826/19900 [5:29:32<3:07:34,  1.24s/it]
 54%|█████▍    | 10827/19900 [5:29:33<3:04:16,  1.22s/it]
 54%|█████▍    | 10828/19900 [5:29:34<3:00:27,  1.19s/it]
 54%|█████▍    | 10829/19900 [5:29:36<3:00:17,  1.19s/it]
 54%|█████▍    | 10830/19900 [5:29:37<3:01:46,  1.20s/it]
 54%|█████▍    | 10831/19900 [5:29:38<3:04:01,  1.22s/it]
 54%|█████▍    | 10832/19900 [5:29:39<3:02:18,  1.21s/it]
 54%|█████▍    | 10833/19900 [5:29:41<3:03:28,  1.21s/it]
 54%|█████▍    | 10834/19900 [5:29:42<3:02:34,  1.21s/it]
 54%|█████▍    | 10835/19900 [5:29:43<3:00:41,  1.20s/it]
 54%|█████▍    | 10836/19900 [5:29:44<2:57:45,  1.18s/it]
 54%|█████▍    | 10837/19900 [5:29:45<2:56:00,  1.17s/it]
 54%|█████▍    | 10838/19900 [5:29:46<2:50:43,  1.13s/it]
 54%|█████▍    | 10839/19900 [5:29:47<2:49:00,  1.12s/it]
 54%|█████▍    | 10840/19900 [5:29:48<2:47:25,  1.11s/it]
 54%|█████▍    | 10841/19900 [5:29:50<2:46:03,  1.10s/it]
 54%|█████▍    | 10842/19900 [5:29:51<2:45:10,  1.09s/it]
 54%|█████▍    | 10843/19900 [5:29:52<2:38:59,  1.05s/it]
 54%|█████▍    | 10844/19900 [5:29:52<2:29:30,  1.01it/s]
 54%|█████▍    | 10845/19900 [5:29:55<3:35:53,  1.43s/it]
 55%|█████▍    | 10846/19900 [5:29:57<4:07:24,  1.64s/it]
 55%|█████▍    | 10847/19900 [5:29:59<4:24:37,  1.75s/it]
 55%|█████▍    | 10848/19900 [5:30:01<4:33:43,  1.81s/it]
 55%|█████▍    | 10849/19900 [5:30:03<4:38:26,  1.85s/it]
 55%|█████▍    | 10850/19900 [5:30:05<4:37:31,  1.84s/it]
 55%|█████▍    | 10851/19900 [5:30:06<4:32:11,  1.80s/it]
 55%|█████▍    | 10852/19900 [5:30:08<4:26:49,  1.77s/it]
 55%|█████▍    | 10853/19900 [5:30:10<4:23:44,  1.75s/it]
 55%|█████▍    | 10854/19900 [5:30:11<4:19:17,  1.72s/it]
 55%|█████▍    | 10855/19900 [5:30:13<4:14:22,  1.69s/it]
 55%|█████▍    | 10856/19900 [5:30:15<4:12:56,  1.68s/it]
 55%|█████▍    | 10857/19900 [5:30:16<4:08:13,  1.65s/it]
 55%|█████▍    | 10858/19900 [5:30:18<4:02:10,  1.61s/it]
 55%|█████▍    | 10859/19900 [5:30:19<3:59:42,  1.59s/it]
 55%|█████▍    | 10860/19900 [5:30:21<3:56:20,  1.57s/it]
 55%|█████▍    | 10861/19900 [5:30:22<3:53:43,  1.55s/it]
 55%|█████▍    | 10862/19900 [5:30:24<3:52:53,  1.55s/it]
 55%|█████▍    | 10863/19900 [5:30:25<3:50:32,  1.53s/it]
 55%|█████▍    | 10864/19900 [5:30:27<3:47:57,  1.51s/it]
 55%|█████▍    | 10865/19900 [5:30:28<3:46:52,  1.51s/it]
 55%|█████▍    | 10866/19900 [5:30:30<3:43:39,  1.49s/it]
 55%|█████▍    | 10867/19900 [5:30:31<3:46:10,  1.50s/it]
 55%|█████▍    | 10868/19900 [5:30:33<3:46:57,  1.51s/it]
 55%|█████▍    | 10869/19900 [5:30:34<3:45:26,  1.50s/it]
 55%|█████▍    | 10870/19900 [5:30:36<3:43:23,  1.48s/it]
 55%|█████▍    | 10871/19900 [5:30:37<3:42:33,  1.48s/it]
 55%|█████▍    | 10872/19900 [5:30:39<3:37:52,  1.45s/it]
 55%|█████▍    | 10873/19900 [5:30:40<3:32:16,  1.41s/it]
 55%|█████▍    | 10874/19900 [5:30:41<3:26:34,  1.37s/it]
 55%|█████▍    | 10875/19900 [5:30:43<3:23:01,  1.35s/it]
 55%|█████▍    | 10876/19900 [5:30:44<3:19:57,  1.33s/it]
 55%|█████▍    | 10877/19900 [5:30:45<3:17:06,  1.31s/it]
 55%|█████▍    | 10878/19900 [5:30:46<3:14:01,  1.29s/it]
 55%|█████▍    | 10879/19900 [5:30:48<3:13:22,  1.29s/it]
 55%|█████▍    | 10880/19900 [5:30:49<3:10:06,  1.26s/it]
 55%|█████▍    | 10881/19900 [5:30:50<3:07:53,  1.25s/it]
 55%|█████▍    | 10882/19900 [5:30:51<3:06:55,  1.24s/it]
 55%|█████▍    | 10883/19900 [5:30:53<3:05:46,  1.24s/it]
 55%|█████▍    | 10884/19900 [5:30:54<3:04:02,  1.22s/it]
 55%|█████▍    | 10885/19900 [5:30:55<3:01:25,  1.21s/it]
 55%|█████▍    | 10886/19900 [5:30:56<2:56:13,  1.17s/it]
 55%|█████▍    | 10887/19900 [5:30:57<2:55:08,  1.17s/it]
 55%|█████▍    | 10888/19900 [5:30:58<2:50:01,  1.13s/it]
 55%|█████▍    | 10889/19900 [5:30:59<2:45:59,  1.11s/it]
 55%|█████▍    | 10890/19900 [5:31:00<2:40:08,  1.07s/it]
 55%|█████▍    | 10891/19900 [5:31:01<2:37:32,  1.05s/it]
 55%|█████▍    | 10892/19900 [5:31:02<2:33:50,  1.02s/it]
 55%|█████▍    | 10893/19900 [5:31:03<2:27:55,  1.01it/s]
 55%|█████▍    | 10894/19900 [5:31:05<3:30:41,  1.40s/it]
 55%|█████▍    | 10895/19900 [5:31:08<4:03:59,  1.63s/it]
 55%|█████▍    | 10896/19900 [5:31:10<4:25:40,  1.77s/it]
 55%|█████▍    | 10897/19900 [5:31:12<4:32:15,  1.81s/it]
 55%|█████▍    | 10898/19900 [5:31:13<4:34:47,  1.83s/it]
 55%|█████▍    | 10899/19900 [5:31:15<4:34:38,  1.83s/it]
 55%|█████▍    | 10900/19900 [5:31:17<4:32:05,  1.81s/it]
                                                         

 55%|█████▍    | 10900/19900 [5:31:17<4:32:05,  1.81s/it]
 55%|█████▍    | 10901/19900 [5:31:19<4:31:28,  1.81s/it]
 55%|█████▍    | 10902/19900 [5:31:21<4:26:29,  1.78s/it]
 55%|█████▍    | 10903/19900 [5:31:22<4:22:07,  1.75s/it]
 55%|█████▍    | 10904/19900 [5:31:24<4:17:34,  1.72s/it]
 55%|█████▍    | 10905/19900 [5:31:26<4:12:45,  1.69s/it]
 55%|█████▍    | 10906/19900 [5:31:27<4:09:01,  1.66s/it]
 55%|█████▍    | 10907/19900 [5:31:29<4:04:39,  1.63s/it]
 55%|█████▍    | 10908/19900 [5:31:30<4:01:27,  1.61s/it]
 55%|█████▍    | 10909/19900 [5:31:32<3:59:35,  1.60s/it]
 55%|█████▍    | 10910/19900 [5:31:33<3:58:26,  1.59s/it]
 55%|█████▍    | 10911/19900 [5:31:35<3:55:37,  1.57s/it]
 55%|█████▍    | 10912/19900 [5:31:36<3:54:51,  1.57s/it]
 55%|█████▍    | 10913/19900 [5:31:38<3:53:22,  1.56s/it]
 55%|█████▍    | 10914/19900 [5:31:39<3:48:25,  1.53s/it]
 55%|█████▍    | 10915/19900 [5:31:41<3:48:00,  1.52s/it]
 55%|█████▍    | 10916/19900 [5:31:43<3:47:59,  1.52s/it]
 55%|█████▍    | 10917/19900 [5:31:44<3:48:33,  1.53s/it]
 55%|█████▍    | 10918/19900 [5:31:45<3:43:07,  1.49s/it]
 55%|█████▍    | 10919/19900 [5:31:47<3:39:05,  1.46s/it]
 55%|█████▍    | 10920/19900 [5:31:48<3:37:04,  1.45s/it]
 55%|█████▍    | 10921/19900 [5:31:50<3:34:14,  1.43s/it]
 55%|█████▍    | 10922/19900 [5:31:51<3:28:50,  1.40s/it]
 55%|█████▍    | 10923/19900 [5:31:52<3:24:14,  1.37s/it]
 55%|█████▍    | 10924/19900 [5:31:54<3:19:50,  1.34s/it]
 55%|█████▍    | 10925/19900 [5:31:55<3:18:30,  1.33s/it]
 55%|█████▍    | 10926/19900 [5:31:56<3:14:44,  1.30s/it]
 55%|█████▍    | 10927/19900 [5:31:57<3:11:22,  1.28s/it]
 55%|█████▍    | 10928/19900 [5:31:59<3:08:46,  1.26s/it]
 55%|█████▍    | 10929/19900 [5:32:00<3:06:45,  1.25s/it]
 55%|█████▍    | 10930/19900 [5:32:01<3:06:21,  1.25s/it]
 55%|█████▍    | 10931/19900 [5:32:02<3:05:01,  1.24s/it]
 55%|█████▍    | 10932/19900 [5:32:03<3:02:43,  1.22s/it]
 55%|█████▍    | 10933/19900 [5:32:05<2:59:14,  1.20s/it]
 55%|█████▍    | 10934/19900 [5:32:06<2:56:03,  1.18s/it]
 55%|█████▍    | 10935/19900 [5:32:07<2:53:05,  1.16s/it]
 55%|█████▍    | 10936/19900 [5:32:08<2:48:49,  1.13s/it]
 55%|█████▍    | 10937/19900 [5:32:09<2:47:53,  1.12s/it]
 55%|█████▍    | 10938/19900 [5:32:10<2:43:31,  1.09s/it]
 55%|█████▍    | 10939/19900 [5:32:11<2:41:48,  1.08s/it]
 55%|█████▍    | 10940/19900 [5:32:12<2:39:40,  1.07s/it]
 55%|█████▍    | 10941/19900 [5:32:13<2:32:47,  1.02s/it]
 55%|█████▍    | 10942/19900 [5:32:14<2:27:51,  1.01it/s]
 55%|█████▍    | 10943/19900 [5:32:16<3:09:16,  1.27s/it]
 55%|█████▍    | 10944/19900 [5:32:17<3:19:05,  1.33s/it]
 55%|█████▌    | 10945/19900 [5:32:18<3:12:38,  1.29s/it]
 55%|█████▌    | 10946/19900 [5:32:21<4:20:13,  1.74s/it]
 55%|█████▌    | 10947/19900 [5:32:23<4:35:25,  1.85s/it]
 55%|█████▌    | 10948/19900 [5:32:25<4:47:27,  1.93s/it]
 55%|█████▌    | 10949/19900 [5:32:27<4:50:43,  1.95s/it]
 55%|█████▌    | 10950/19900 [5:32:29<4:48:58,  1.94s/it]
 55%|█████▌    | 10951/19900 [5:32:31<4:42:49,  1.90s/it]
 55%|█████▌    | 10952/19900 [5:32:33<4:38:18,  1.87s/it]
 55%|█████▌    | 10953/19900 [5:32:35<4:34:47,  1.84s/it]
 55%|█████▌    | 10954/19900 [5:32:36<4:26:50,  1.79s/it]
 55%|█████▌    | 10955/19900 [5:32:38<4:20:23,  1.75s/it]
 55%|█████▌    | 10956/19900 [5:32:40<4:16:36,  1.72s/it]
 55%|█████▌    | 10957/19900 [5:32:41<4:12:12,  1.69s/it]
 55%|█████▌    | 10958/19900 [5:32:43<4:08:51,  1.67s/it]
 55%|█████▌    | 10959/19900 [5:32:45<4:03:40,  1.64s/it]
 55%|█████▌    | 10960/19900 [5:32:46<3:59:44,  1.61s/it]
 55%|█████▌    | 10961/19900 [5:32:48<3:58:11,  1.60s/it]
 55%|█████▌    | 10962/19900 [5:32:49<3:58:31,  1.60s/it]
 55%|█████▌    | 10963/19900 [5:32:51<3:55:21,  1.58s/it]
 55%|█████▌    | 10964/19900 [5:32:52<3:49:40,  1.54s/it]
 55%|█████▌    | 10965/19900 [5:32:54<3:46:52,  1.52s/it]
 55%|█████▌    | 10966/19900 [5:32:55<3:42:49,  1.50s/it]
 55%|█████▌    | 10967/19900 [5:32:57<3:42:16,  1.49s/it]
 55%|█████▌    | 10968/19900 [5:32:58<3:40:00,  1.48s/it]
 55%|█████▌    | 10969/19900 [5:33:00<3:36:30,  1.45s/it]
 55%|█████▌    | 10970/19900 [5:33:01<3:34:06,  1.44s/it]
 55%|█████▌    | 10971/19900 [5:33:02<3:32:15,  1.43s/it]
 55%|█████▌    | 10972/19900 [5:33:04<3:27:33,  1.39s/it]
 55%|█████▌    | 10973/19900 [5:33:05<3:23:24,  1.37s/it]
 55%|█████▌    | 10974/19900 [5:33:06<3:17:03,  1.32s/it]
 55%|█████▌    | 10975/19900 [5:33:07<3:11:01,  1.28s/it]
 55%|█████▌    | 10976/19900 [5:33:09<3:07:57,  1.26s/it]
 55%|█████▌    | 10977/19900 [5:33:10<3:07:53,  1.26s/it]
 55%|█████▌    | 10978/19900 [5:33:11<3:07:50,  1.26s/it]
 55%|█████▌    | 10979/19900 [5:33:12<3:05:17,  1.25s/it]
 55%|█████▌    | 10980/19900 [5:33:14<3:05:04,  1.24s/it]
 55%|█████▌    | 10981/19900 [5:33:15<3:04:22,  1.24s/it]
 55%|█████▌    | 10982/19900 [5:33:16<3:03:02,  1.23s/it]
 55%|█████▌    | 10983/19900 [5:33:17<2:58:30,  1.20s/it]
 55%|█████▌    | 10984/19900 [5:33:18<2:53:03,  1.16s/it]
 55%|█████▌    | 10985/19900 [5:33:19<2:49:41,  1.14s/it]
 55%|█████▌    | 10986/19900 [5:33:20<2:45:19,  1.11s/it]
 55%|█████▌    | 10987/19900 [5:33:21<2:46:01,  1.12s/it]
 55%|█████▌    | 10988/19900 [5:33:23<2:46:01,  1.12s/it]
 55%|█████▌    | 10989/19900 [5:33:24<2:42:01,  1.09s/it]
 55%|█████▌    | 10990/19900 [5:33:25<2:34:09,  1.04s/it]
 55%|█████▌    | 10991/19900 [5:33:25<2:27:28,  1.01it/s]
 55%|█████▌    | 10992/19900 [5:33:26<2:29:46,  1.01s/it]
 55%|█████▌    | 10993/19900 [5:33:28<2:32:15,  1.03s/it]
 55%|█████▌    | 10994/19900 [5:33:28<2:27:46,  1.00it/s]
 55%|█████▌    | 10995/19900 [5:33:31<3:34:30,  1.45s/it]
 55%|█████▌    | 10996/19900 [5:33:33<4:03:29,  1.64s/it]
 55%|█████▌    | 10997/19900 [5:33:35<4:18:50,  1.74s/it]
 55%|█████▌    | 10998/19900 [5:33:37<4:29:22,  1.82s/it]
 55%|█████▌    | 10999/19900 [5:33:39<4:30:50,  1.83s/it]
 55%|█████▌    | 11000/19900 [5:33:41<4:29:57,  1.82s/it]
                                                         

 55%|█████▌    | 11000/19900 [5:33:41<4:29:57,  1.82s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.460774540901184, 'eval_wer': 0.9192021636240704, 'eval_cer': 0.3574725319609525, 'eval_runtime': 125.7182, 'eval_samples_per_second': 23.529, 'eval_steps_per_second': 2.943, 'epoch': 52.76}
{'loss': 2.6904, 'learning_rate': 3.900837988826815e-05, 'epoch': 53.27}
{'loss': 2.6589, 'learning_rate': 3.858938547486034e-05, 'epoch': 53.77}
{'loss': 2.6618, 'learning_rate': 3.817039106145251e-05, 'epoch': 54.27}
{'loss': 2.6187, 'learning_rate': 3.7751396648044696e-05, 'epoch': 54.77}
{'loss': 2.6072, 'learning_rate': 3.733240223463687e-05, 'epoch': 55.28}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.83it/s]

  1%|          | 3/370 [00:00<01:05,  5.63it/s]

  1%|          | 4/370 [00:00<01:15,  4.84it/s]

  1%|▏         | 5/370 [00:00<01:19,  4.59it/s]

  2%|▏         | 6/370 [00:01<01:13,  4.96it/s]

  2%|▏         | 7/370 [00:01<01:23,  4.34it/s]

  2%|▏         | 8/370 [00:01<01:20,  4.49it/s]

  2%|▏         | 9/370 [00:01<01:21,  4.42it/s]

  3%|▎         | 10/370 [00:02<01:20,  4.46it/s]

  3%|▎         | 11/370 [00:02<01:21,  4.38it/s]

  3%|▎         | 12/370 [00:02<01:21,  4.37it/s]

  4%|▎         | 13/370 [00:02<01:22,  4.35it/s]

  4%|▍         | 14/370 [00:03<01:26,  4.13it/s]

  4%|▍         | 15/370 [00:03<01:21,  4.36it/s]

  4%|▍         | 16/370 [00:03<01:22,  4.27it/s]

  5%|▍         | 17/370 [00:03<01:17,  4.58it/s]

  5%|▍         | 18/370 [00:03<01:12,  4.83it/s]

  5%|▌         | 19/370 [00:04<01:16,  4.57it/s]

  5%|▌         | 20/370 [00:04<01:19,  4.40it/s]

  6%|▌         | 21/370 [00:04<01:16,  4.56it/s]

  6%|▌         | 22/370 [00:04<01:12,  4.82it/s]

  6%|▌         | 23/370 [00:04<01:11,  4.88it/s]

  6%|▋         | 24/370 [00:05<01:13,  4.72it/s]

  7%|▋         | 25/370 [00:05<01:16,  4.52it/s]

  7%|▋         | 26/370 [00:05<01:16,  4.48it/s]

  7%|▋         | 27/370 [00:05<01:15,  4.55it/s]

  8%|▊         | 28/370 [00:06<01:16,  4.49it/s]

  8%|▊         | 29/370 [00:06<01:19,  4.26it/s]

  8%|▊         | 30/370 [00:06<01:19,  4.26it/s]

  8%|▊         | 31/370 [00:06<01:17,  4.36it/s]

  9%|▊         | 32/370 [00:07<01:16,  4.41it/s]

  9%|▉         | 33/370 [00:07<01:24,  3.99it/s]

  9%|▉         | 34/370 [00:07<01:24,  3.99it/s]

  9%|▉         | 35/370 [00:07<01:26,  3.87it/s]

 10%|▉         | 36/370 [00:08<01:23,  4.00it/s]

 10%|█         | 37/370 [00:08<01:19,  4.20it/s]

 10%|█         | 38/370 [00:08<01:17,  4.28it/s]

 11%|█         | 39/370 [00:08<01:13,  4.51it/s]

 11%|█         | 40/370 [00:08<01:13,  4.47it/s]

 11%|█         | 41/370 [00:09<01:11,  4.62it/s]

 11%|█▏        | 42/370 [00:09<01:14,  4.42it/s]

 12%|█▏        | 43/370 [00:09<01:14,  4.40it/s]

 12%|█▏        | 44/370 [00:09<01:11,  4.58it/s]

 12%|█▏        | 45/370 [00:10<01:18,  4.16it/s]

 12%|█▏        | 46/370 [00:10<01:15,  4.30it/s]

 13%|█▎        | 47/370 [00:10<01:21,  3.99it/s]

 13%|█▎        | 48/370 [00:10<01:22,  3.91it/s]

 13%|█▎        | 49/370 [00:11<01:15,  4.23it/s]

 14%|█▎        | 50/370 [00:11<01:09,  4.63it/s]

 14%|█▍        | 51/370 [00:11<01:12,  4.39it/s]

 14%|█▍        | 52/370 [00:11<01:07,  4.69it/s]

 14%|█▍        | 53/370 [00:11<01:11,  4.46it/s]

 15%|█▍        | 54/370 [00:12<01:08,  4.64it/s]

 15%|█▍        | 55/370 [00:12<01:11,  4.38it/s]

 15%|█▌        | 56/370 [00:12<01:11,  4.40it/s]

 15%|█▌        | 57/370 [00:12<01:04,  4.82it/s]

 16%|█▌        | 58/370 [00:13<01:11,  4.35it/s]

 16%|█▌        | 59/370 [00:13<01:11,  4.37it/s]

 16%|█▌        | 60/370 [00:13<01:06,  4.64it/s]

 16%|█▋        | 61/370 [00:13<01:05,  4.69it/s]

 17%|█▋        | 62/370 [00:13<01:06,  4.60it/s]

 17%|█▋        | 63/370 [00:14<01:02,  4.91it/s]

 17%|█▋        | 64/370 [00:14<01:02,  4.89it/s]

 18%|█▊        | 65/370 [00:14<01:04,  4.70it/s]

 18%|█▊        | 66/370 [00:14<01:03,  4.79it/s]

 18%|█▊        | 67/370 [00:14<01:06,  4.59it/s]

 18%|█▊        | 68/370 [00:15<01:11,  4.25it/s]

 19%|█▊        | 69/370 [00:15<01:05,  4.56it/s]

 19%|█▉        | 70/370 [00:15<01:04,  4.68it/s]

 19%|█▉        | 71/370 [00:15<01:07,  4.44it/s]

 19%|█▉        | 72/370 [00:16<01:02,  4.79it/s]

 20%|█▉        | 73/370 [00:16<01:03,  4.69it/s]

 20%|██        | 74/370 [00:16<01:10,  4.20it/s]

 20%|██        | 75/370 [00:16<01:10,  4.19it/s]

 21%|██        | 76/370 [00:16<01:06,  4.43it/s]

 21%|██        | 77/370 [00:17<01:11,  4.12it/s]

 21%|██        | 78/370 [00:17<01:11,  4.10it/s]

 21%|██▏       | 79/370 [00:17<01:09,  4.21it/s]

 22%|██▏       | 80/370 [00:17<01:09,  4.19it/s]

 22%|██▏       | 81/370 [00:18<01:06,  4.31it/s]

 22%|██▏       | 82/370 [00:18<01:06,  4.34it/s]

 22%|██▏       | 83/370 [00:18<01:06,  4.33it/s]

 23%|██▎       | 84/370 [00:18<01:06,  4.30it/s]

 23%|██▎       | 85/370 [00:19<01:03,  4.48it/s]

 23%|██▎       | 86/370 [00:19<01:02,  4.52it/s]

 24%|██▎       | 87/370 [00:19<01:01,  4.62it/s]

 24%|██▍       | 88/370 [00:19<01:03,  4.42it/s]

 24%|██▍       | 89/370 [00:20<01:04,  4.36it/s]

 24%|██▍       | 90/370 [00:20<01:02,  4.47it/s]

 25%|██▍       | 91/370 [00:20<01:01,  4.56it/s]

 25%|██▍       | 92/370 [00:20<01:10,  3.96it/s]

 25%|██▌       | 93/370 [00:21<01:10,  3.91it/s]

 25%|██▌       | 94/370 [00:21<01:08,  4.02it/s]

 26%|██▌       | 95/370 [00:21<01:12,  3.79it/s]

 26%|██▌       | 96/370 [00:21<01:15,  3.62it/s]

 26%|██▌       | 97/370 [00:22<01:10,  3.85it/s]

 26%|██▋       | 98/370 [00:22<01:08,  4.00it/s]

 27%|██▋       | 99/370 [00:22<01:05,  4.17it/s]

 27%|██▋       | 100/370 [00:22<01:05,  4.10it/s]

 27%|██▋       | 101/370 [00:22<01:02,  4.28it/s]

 28%|██▊       | 102/370 [00:23<01:00,  4.46it/s]

 28%|██▊       | 103/370 [00:23<00:56,  4.73it/s]

 28%|██▊       | 104/370 [00:23<01:01,  4.35it/s]

 28%|██▊       | 105/370 [00:23<00:58,  4.50it/s]

 29%|██▊       | 106/370 [00:24<01:00,  4.36it/s]

 29%|██▉       | 107/370 [00:24<01:00,  4.35it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.49it/s]

 29%|██▉       | 109/370 [00:24<01:00,  4.35it/s]

 30%|██▉       | 110/370 [00:24<00:57,  4.55it/s]

 30%|███       | 111/370 [00:25<00:56,  4.61it/s]

 30%|███       | 112/370 [00:25<00:58,  4.40it/s]

 31%|███       | 113/370 [00:25<00:58,  4.40it/s]

 31%|███       | 114/370 [00:25<00:56,  4.52it/s]

 31%|███       | 115/370 [00:26<00:59,  4.30it/s]

 31%|███▏      | 116/370 [00:26<01:02,  4.08it/s]

 32%|███▏      | 117/370 [00:26<01:05,  3.89it/s]

 32%|███▏      | 118/370 [00:26<01:04,  3.88it/s]

 32%|███▏      | 119/370 [00:27<01:02,  4.00it/s]

 32%|███▏      | 120/370 [00:27<00:59,  4.18it/s]

 33%|███▎      | 121/370 [00:27<00:57,  4.30it/s]

 33%|███▎      | 122/370 [00:27<00:59,  4.20it/s]

 33%|███▎      | 123/370 [00:28<00:55,  4.44it/s]

 34%|███▎      | 124/370 [00:28<00:52,  4.71it/s]

 34%|███▍      | 125/370 [00:28<00:54,  4.49it/s]

 34%|███▍      | 126/370 [00:28<00:54,  4.51it/s]

 34%|███▍      | 127/370 [00:28<00:55,  4.36it/s]

 35%|███▍      | 128/370 [00:29<00:56,  4.28it/s]

 35%|███▍      | 129/370 [00:29<01:00,  3.97it/s]

 35%|███▌      | 130/370 [00:29<01:01,  3.92it/s]

 35%|███▌      | 131/370 [00:30<01:03,  3.78it/s]

 36%|███▌      | 132/370 [00:30<00:57,  4.10it/s]

 36%|███▌      | 133/370 [00:30<00:56,  4.21it/s]

 36%|███▌      | 134/370 [00:30<00:56,  4.21it/s]

 36%|███▋      | 135/370 [00:30<00:56,  4.19it/s]

 37%|███▋      | 136/370 [00:31<00:55,  4.24it/s]

 37%|███▋      | 137/370 [00:31<00:57,  4.05it/s]

 37%|███▋      | 138/370 [00:31<01:00,  3.81it/s]

 38%|███▊      | 139/370 [00:31<00:58,  3.96it/s]

 38%|███▊      | 140/370 [00:32<00:55,  4.14it/s]

 38%|███▊      | 141/370 [00:32<00:59,  3.87it/s]

 38%|███▊      | 142/370 [00:32<01:05,  3.47it/s]

 39%|███▊      | 143/370 [00:33<01:02,  3.63it/s]

 39%|███▉      | 144/370 [00:33<01:01,  3.66it/s]

 39%|███▉      | 145/370 [00:33<01:02,  3.57it/s]

 39%|███▉      | 146/370 [00:33<00:58,  3.81it/s]

 40%|███▉      | 147/370 [00:34<00:56,  3.94it/s]

 40%|████      | 148/370 [00:34<00:58,  3.82it/s]

 40%|████      | 149/370 [00:34<00:55,  4.01it/s]

 41%|████      | 150/370 [00:34<00:49,  4.40it/s]

 41%|████      | 151/370 [00:34<00:47,  4.64it/s]

 41%|████      | 152/370 [00:35<00:48,  4.46it/s]

 41%|████▏     | 153/370 [00:35<00:51,  4.25it/s]

 42%|████▏     | 154/370 [00:35<00:51,  4.23it/s]

 42%|████▏     | 155/370 [00:35<00:48,  4.40it/s]

 42%|████▏     | 156/370 [00:36<00:50,  4.24it/s]

 42%|████▏     | 157/370 [00:36<00:51,  4.14it/s]

 43%|████▎     | 158/370 [00:36<00:50,  4.20it/s]

 43%|████▎     | 159/370 [00:36<00:47,  4.45it/s]

 43%|████▎     | 160/370 [00:37<00:48,  4.37it/s]

 44%|████▎     | 161/370 [00:37<00:48,  4.33it/s]

 44%|████▍     | 162/370 [00:37<00:49,  4.23it/s]

 44%|████▍     | 163/370 [00:37<00:46,  4.43it/s]

 44%|████▍     | 164/370 [00:38<00:46,  4.41it/s]

 45%|████▍     | 165/370 [00:38<00:49,  4.16it/s]

 45%|████▍     | 166/370 [00:38<00:50,  4.05it/s]

 45%|████▌     | 167/370 [00:38<00:49,  4.10it/s]

 45%|████▌     | 168/370 [00:38<00:47,  4.24it/s]

 46%|████▌     | 169/370 [00:39<00:46,  4.33it/s]

 46%|████▌     | 170/370 [00:39<00:47,  4.22it/s]

 46%|████▌     | 171/370 [00:39<00:48,  4.09it/s]

 46%|████▋     | 172/370 [00:39<00:44,  4.45it/s]

 47%|████▋     | 173/370 [00:40<00:40,  4.89it/s]

 47%|████▋     | 174/370 [00:40<00:42,  4.58it/s]

 47%|████▋     | 175/370 [00:40<00:41,  4.67it/s]

 48%|████▊     | 176/370 [00:40<00:40,  4.79it/s]

 48%|████▊     | 177/370 [00:40<00:43,  4.48it/s]

 48%|████▊     | 178/370 [00:41<00:41,  4.63it/s]

 48%|████▊     | 179/370 [00:41<00:42,  4.50it/s]

 49%|████▊     | 180/370 [00:41<00:39,  4.87it/s]

 49%|████▉     | 181/370 [00:41<00:39,  4.77it/s]

 49%|████▉     | 182/370 [00:42<00:39,  4.70it/s]

 49%|████▉     | 183/370 [00:42<00:43,  4.26it/s]

 50%|████▉     | 184/370 [00:42<00:43,  4.25it/s]

 50%|█████     | 185/370 [00:42<00:41,  4.45it/s]

 50%|█████     | 186/370 [00:42<00:42,  4.37it/s]

 51%|█████     | 187/370 [00:43<00:43,  4.23it/s]

 51%|█████     | 188/370 [00:43<00:43,  4.15it/s]

 51%|█████     | 189/370 [00:43<00:45,  4.02it/s]

 51%|█████▏    | 190/370 [00:43<00:43,  4.18it/s]

 52%|█████▏    | 191/370 [00:44<00:41,  4.34it/s]

 52%|█████▏    | 192/370 [00:44<00:42,  4.15it/s]

 52%|█████▏    | 193/370 [00:44<00:43,  4.09it/s]

 52%|█████▏    | 194/370 [00:44<00:38,  4.51it/s]

 53%|█████▎    | 195/370 [00:45<00:40,  4.34it/s]

 53%|█████▎    | 196/370 [00:45<00:40,  4.34it/s]

 53%|█████▎    | 197/370 [00:45<00:39,  4.38it/s]

 54%|█████▎    | 198/370 [00:45<00:40,  4.23it/s]

 54%|█████▍    | 199/370 [00:46<00:39,  4.32it/s]

 54%|█████▍    | 200/370 [00:46<00:40,  4.17it/s]

 54%|█████▍    | 201/370 [00:46<00:39,  4.26it/s]

 55%|█████▍    | 202/370 [00:46<00:39,  4.30it/s]

 55%|█████▍    | 203/370 [00:46<00:37,  4.40it/s]

 55%|█████▌    | 204/370 [00:47<00:40,  4.07it/s]

 55%|█████▌    | 205/370 [00:47<00:38,  4.28it/s]

 56%|█████▌    | 206/370 [00:47<00:39,  4.15it/s]

 56%|█████▌    | 207/370 [00:47<00:39,  4.08it/s]

 56%|█████▌    | 208/370 [00:48<00:42,  3.80it/s]

 56%|█████▋    | 209/370 [00:48<00:41,  3.90it/s]

 57%|█████▋    | 210/370 [00:48<00:42,  3.76it/s]

 57%|█████▋    | 211/370 [00:49<00:43,  3.64it/s]

 57%|█████▋    | 212/370 [00:49<00:43,  3.63it/s]

 58%|█████▊    | 213/370 [00:49<00:43,  3.61it/s]

 58%|█████▊    | 214/370 [00:49<00:40,  3.86it/s]

 58%|█████▊    | 215/370 [00:50<00:43,  3.57it/s]

 58%|█████▊    | 216/370 [00:50<00:40,  3.77it/s]

 59%|█████▊    | 217/370 [00:50<00:39,  3.89it/s]

 59%|█████▉    | 218/370 [00:50<00:37,  4.06it/s]

 59%|█████▉    | 219/370 [00:51<00:38,  3.97it/s]

 59%|█████▉    | 220/370 [00:51<00:37,  3.99it/s]

 60%|█████▉    | 221/370 [00:51<00:39,  3.81it/s]

 60%|██████    | 222/370 [00:51<00:39,  3.73it/s]

 60%|██████    | 223/370 [00:52<00:40,  3.66it/s]

 61%|██████    | 224/370 [00:52<00:42,  3.44it/s]

 61%|██████    | 225/370 [00:52<00:45,  3.20it/s]

 61%|██████    | 226/370 [00:53<00:43,  3.33it/s]

 61%|██████▏   | 227/370 [00:53<00:42,  3.35it/s]

 62%|██████▏   | 228/370 [00:53<00:43,  3.28it/s]

 62%|██████▏   | 229/370 [00:54<00:43,  3.26it/s]

 62%|██████▏   | 230/370 [00:54<00:43,  3.25it/s]

 62%|██████▏   | 231/370 [00:54<00:41,  3.36it/s]

 63%|██████▎   | 232/370 [00:55<00:42,  3.24it/s]

 63%|██████▎   | 233/370 [00:55<00:43,  3.17it/s]

 63%|██████▎   | 234/370 [00:55<00:41,  3.29it/s]

 64%|██████▎   | 235/370 [00:55<00:40,  3.33it/s]

 64%|██████▍   | 236/370 [00:56<00:37,  3.56it/s]

 64%|██████▍   | 237/370 [00:56<00:39,  3.33it/s]

 64%|██████▍   | 238/370 [00:56<00:38,  3.44it/s]

 65%|██████▍   | 239/370 [00:57<00:36,  3.55it/s]

 65%|██████▍   | 240/370 [00:57<00:38,  3.42it/s]

 65%|██████▌   | 241/370 [00:57<00:37,  3.41it/s]

 65%|██████▌   | 242/370 [00:57<00:36,  3.50it/s]

 66%|██████▌   | 243/370 [00:58<00:39,  3.23it/s]

 66%|██████▌   | 244/370 [00:58<00:41,  3.04it/s]

 66%|██████▌   | 245/370 [00:58<00:39,  3.19it/s]

 66%|██████▋   | 246/370 [00:59<00:37,  3.33it/s]

 67%|██████▋   | 247/370 [00:59<00:33,  3.65it/s]

 67%|██████▋   | 248/370 [00:59<00:31,  3.83it/s]

 67%|██████▋   | 249/370 [00:59<00:31,  3.79it/s]

 68%|██████▊   | 250/370 [01:00<00:33,  3.63it/s]

 68%|██████▊   | 251/370 [01:00<00:32,  3.71it/s]

 68%|██████▊   | 252/370 [01:00<00:34,  3.43it/s]

 68%|██████▊   | 253/370 [01:01<00:33,  3.50it/s]

 69%|██████▊   | 254/370 [01:01<00:33,  3.49it/s]

 69%|██████▉   | 255/370 [01:01<00:32,  3.53it/s]

 69%|██████▉   | 256/370 [01:02<00:32,  3.46it/s]

 69%|██████▉   | 257/370 [01:02<00:33,  3.33it/s]

 70%|██████▉   | 258/370 [01:02<00:33,  3.35it/s]

 70%|███████   | 259/370 [01:02<00:32,  3.43it/s]

 70%|███████   | 260/370 [01:03<00:30,  3.62it/s]

 71%|███████   | 261/370 [01:03<00:30,  3.53it/s]

 71%|███████   | 262/370 [01:03<00:31,  3.48it/s]

 71%|███████   | 263/370 [01:04<00:31,  3.39it/s]

 71%|███████▏  | 264/370 [01:04<00:32,  3.26it/s]

 72%|███████▏  | 265/370 [01:04<00:31,  3.38it/s]

 72%|███████▏  | 266/370 [01:04<00:31,  3.32it/s]

 72%|███████▏  | 267/370 [01:05<00:31,  3.23it/s]

 72%|███████▏  | 268/370 [01:05<00:31,  3.28it/s]

 73%|███████▎  | 269/370 [01:05<00:31,  3.20it/s]

 73%|███████▎  | 270/370 [01:06<00:31,  3.22it/s]

 73%|███████▎  | 271/370 [01:06<00:31,  3.18it/s]

 74%|███████▎  | 272/370 [01:06<00:28,  3.38it/s]

 74%|███████▍  | 273/370 [01:07<00:28,  3.37it/s]

 74%|███████▍  | 274/370 [01:07<00:27,  3.43it/s]

 74%|███████▍  | 275/370 [01:07<00:28,  3.32it/s]

 75%|███████▍  | 276/370 [01:07<00:27,  3.36it/s]

 75%|███████▍  | 277/370 [01:08<00:28,  3.21it/s]

 75%|███████▌  | 278/370 [01:08<00:29,  3.17it/s]

 75%|███████▌  | 279/370 [01:08<00:28,  3.21it/s]

 76%|███████▌  | 280/370 [01:09<00:28,  3.19it/s]

 76%|███████▌  | 281/370 [01:09<00:26,  3.31it/s]

 76%|███████▌  | 282/370 [01:09<00:26,  3.36it/s]

 76%|███████▋  | 283/370 [01:10<00:25,  3.37it/s]

 77%|███████▋  | 284/370 [01:10<00:25,  3.31it/s]

 77%|███████▋  | 285/370 [01:10<00:27,  3.14it/s]

 77%|███████▋  | 286/370 [01:11<00:26,  3.12it/s]

 78%|███████▊  | 287/370 [01:11<00:25,  3.20it/s]

 78%|███████▊  | 288/370 [01:11<00:25,  3.26it/s]

 78%|███████▊  | 289/370 [01:11<00:23,  3.48it/s]

 78%|███████▊  | 290/370 [01:12<00:25,  3.17it/s]

 79%|███████▊  | 291/370 [01:12<00:25,  3.06it/s]

 79%|███████▉  | 292/370 [01:12<00:24,  3.23it/s]

 79%|███████▉  | 293/370 [01:13<00:23,  3.23it/s]

 79%|███████▉  | 294/370 [01:13<00:22,  3.35it/s]

 80%|███████▉  | 295/370 [01:13<00:21,  3.48it/s]

 80%|████████  | 296/370 [01:14<00:21,  3.50it/s]

 80%|████████  | 297/370 [01:14<00:21,  3.33it/s]

 81%|████████  | 298/370 [01:14<00:22,  3.16it/s]

 81%|████████  | 299/370 [01:15<00:21,  3.23it/s]

 81%|████████  | 300/370 [01:15<00:21,  3.24it/s]

 81%|████████▏ | 301/370 [01:15<00:21,  3.18it/s]

 82%|████████▏ | 302/370 [01:15<00:20,  3.32it/s]

 82%|████████▏ | 303/370 [01:16<00:20,  3.30it/s]

 82%|████████▏ | 304/370 [01:16<00:20,  3.29it/s]

 82%|████████▏ | 305/370 [01:16<00:20,  3.17it/s]

 83%|████████▎ | 306/370 [01:17<00:19,  3.22it/s]

 83%|████████▎ | 307/370 [01:17<00:18,  3.33it/s]

 83%|████████▎ | 308/370 [01:17<00:18,  3.42it/s]

 84%|████████▎ | 309/370 [01:18<00:17,  3.42it/s]

 84%|████████▍ | 310/370 [01:18<00:18,  3.31it/s]

 84%|████████▍ | 311/370 [01:18<00:17,  3.32it/s]

 84%|████████▍ | 312/370 [01:19<00:17,  3.31it/s]

 85%|████████▍ | 313/370 [01:19<00:16,  3.35it/s]

 85%|████████▍ | 314/370 [01:19<00:15,  3.56it/s]

 85%|████████▌ | 315/370 [01:19<00:15,  3.61it/s]

 85%|████████▌ | 316/370 [01:20<00:15,  3.55it/s]

 86%|████████▌ | 317/370 [01:20<00:15,  3.47it/s]

 86%|████████▌ | 318/370 [01:20<00:15,  3.35it/s]

 86%|████████▌ | 319/370 [01:20<00:14,  3.48it/s]

 86%|████████▋ | 320/370 [01:21<00:14,  3.47it/s]

 87%|████████▋ | 321/370 [01:21<00:14,  3.48it/s]

 87%|████████▋ | 322/370 [01:21<00:13,  3.58it/s]

 87%|████████▋ | 323/370 [01:22<00:13,  3.56it/s]

 88%|████████▊ | 324/370 [01:22<00:12,  3.62it/s]

 88%|████████▊ | 325/370 [01:22<00:12,  3.58it/s]

 88%|████████▊ | 326/370 [01:22<00:12,  3.48it/s]

 88%|████████▊ | 327/370 [01:23<00:12,  3.38it/s]

 89%|████████▊ | 328/370 [01:23<00:11,  3.59it/s]

 89%|████████▉ | 329/370 [01:23<00:11,  3.67it/s]

 89%|████████▉ | 330/370 [01:24<00:11,  3.49it/s]

 89%|████████▉ | 331/370 [01:24<00:11,  3.41it/s]

 90%|████████▉ | 332/370 [01:24<00:10,  3.49it/s]

 90%|█████████ | 333/370 [01:24<00:10,  3.57it/s]

 90%|█████████ | 334/370 [01:25<00:10,  3.50it/s]

 91%|█████████ | 335/370 [01:25<00:09,  3.59it/s]

 91%|█████████ | 336/370 [01:25<00:09,  3.62it/s]

 91%|█████████ | 337/370 [01:26<00:09,  3.54it/s]

 91%|█████████▏| 338/370 [01:26<00:09,  3.41it/s]

 92%|█████████▏| 339/370 [01:26<00:09,  3.43it/s]

 92%|█████████▏| 340/370 [01:26<00:09,  3.33it/s]

 92%|█████████▏| 341/370 [01:27<00:08,  3.43it/s]

 92%|█████████▏| 342/370 [01:27<00:07,  3.52it/s]

 93%|█████████▎| 343/370 [01:27<00:07,  3.65it/s]

 93%|█████████▎| 344/370 [01:28<00:07,  3.37it/s]

 93%|█████████▎| 345/370 [01:28<00:08,  3.11it/s]

 94%|█████████▎| 346/370 [01:28<00:07,  3.06it/s]

 94%|█████████▍| 347/370 [01:29<00:07,  3.08it/s]

 94%|█████████▍| 348/370 [01:29<00:06,  3.27it/s]

 94%|█████████▍| 349/370 [01:29<00:06,  3.22it/s]

 95%|█████████▍| 350/370 [01:30<00:05,  3.35it/s]

 95%|█████████▍| 351/370 [01:30<00:06,  3.05it/s]

 95%|█████████▌| 352/370 [01:30<00:05,  3.01it/s]

 95%|█████████▌| 353/370 [01:31<00:05,  3.11it/s]

 96%|█████████▌| 354/370 [01:31<00:05,  3.11it/s]

 96%|█████████▌| 355/370 [01:31<00:04,  3.33it/s]

 96%|█████████▌| 356/370 [01:31<00:04,  3.50it/s]

 96%|█████████▋| 357/370 [01:32<00:03,  3.62it/s]

 97%|█████████▋| 358/370 [01:32<00:03,  3.89it/s]

 97%|█████████▋| 359/370 [01:32<00:02,  3.94it/s]

 97%|█████████▋| 360/370 [01:32<00:02,  3.76it/s]

 98%|█████████▊| 361/370 [01:33<00:02,  3.80it/s]

 98%|█████████▊| 362/370 [01:33<00:02,  3.82it/s]

 98%|█████████▊| 363/370 [01:33<00:01,  4.16it/s]

 98%|█████████▊| 364/370 [01:33<00:01,  3.85it/s]

 99%|█████████▊| 365/370 [01:34<00:01,  4.01it/s]

 99%|█████████▉| 366/370 [01:34<00:01,  3.93it/s]

 99%|█████████▉| 367/370 [01:34<00:00,  3.97it/s]

 99%|█████████▉| 368/370 [01:34<00:00,  4.02it/s]

100%|█████████▉| 369/370 [01:35<00:00,  3.95it/s]

100%|██████████| 370/370 [01:35<00:00,  4.19it/s]
                                                         

                                                 

 55%|█████▌    | 11000/19900 [5:35:43<4:29:57,  1.82s/it]

100%|██████████| 370/370 [02:02<00:00,  4.19it/s]

                                                 Saving model checkpoint to ./checkpoint-11000
Configuration saved in ./checkpoint-11000/config.json
Model weights saved in ./checkpoint-11000/pytorch_model.bin
Configuration saved in ./checkpoint-11000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-9500] due to args.save_total_limit

 55%|█████▌    | 11001/19900 [5:37:07<156:12:50, 63.19s/it]
 55%|█████▌    | 11002/19900 [5:37:09<110:39:05, 44.77s/it]
 55%|█████▌    | 11003/19900 [5:37:11<78:45:03, 31.87s/it] 
 55%|█████▌    | 11004/19900 [5:37:12<56:21:52, 22.81s/it]
 55%|█████▌    | 11005/19900 [5:37:14<40:42:13, 16.47s/it]
 55%|█████▌    | 11006/19900 [5:37:16<29:41:47, 12.02s/it]
 55%|█████▌    | 11007/19900 [5:37:17<21:59:07,  8.90s/it]
 55%|█████▌    | 11008/19900 [5:37:19<16:33:41,  6.71s/it]
 55%|█████▌    | 11009/19900 [5:37:20<12:47:10,  5.18s/it]
 55%|█████▌    | 11010/19900 [5:37:22<10:04:31,  4.08s/it]
 55%|█████▌    | 11011/19900 [5:37:23<8:11:54,  3.32s/it] 
 55%|█████▌    | 11012/19900 [5:37:25<6:52:57,  2.79s/it]
 55%|█████▌    | 11013/19900 [5:37:27<5:56:56,  2.41s/it]
 55%|█████▌    | 11014/19900 [5:37:28<5:16:30,  2.14s/it]
 55%|█████▌    | 11015/19900 [5:37:30<4:50:49,  1.96s/it]
 55%|█████▌    | 11016/19900 [5:37:31<4:31:50,  1.84s/it]
 55%|█████▌    | 11017/19900 [5:37:33<4:12:58,  1.71s/it]
 55%|█████▌    | 11018/19900 [5:37:34<4:01:05,  1.63s/it]
 55%|█████▌    | 11019/19900 [5:37:35<3:54:33,  1.58s/it]
 55%|█████▌    | 11020/19900 [5:37:37<3:47:56,  1.54s/it]
 55%|█████▌    | 11021/19900 [5:37:38<3:42:50,  1.51s/it]
 55%|█████▌    | 11022/19900 [5:37:40<3:36:10,  1.46s/it]
 55%|█████▌    | 11023/19900 [5:37:41<3:30:17,  1.42s/it]
 55%|█████▌    | 11024/19900 [5:37:42<3:24:30,  1.38s/it]
 55%|█████▌    | 11025/19900 [5:37:44<3:21:17,  1.36s/it]
 55%|█████▌    | 11026/19900 [5:37:45<3:18:09,  1.34s/it]
 55%|█████▌    | 11027/19900 [5:37:46<3:14:32,  1.32s/it]
 55%|█████▌    | 11028/19900 [5:37:47<3:14:49,  1.32s/it]
 55%|█████▌    | 11029/19900 [5:37:49<3:12:55,  1.30s/it]
 55%|█████▌    | 11030/19900 [5:37:50<3:08:58,  1.28s/it]
 55%|█████▌    | 11031/19900 [5:37:51<3:04:55,  1.25s/it]
 55%|█████▌    | 11032/19900 [5:37:52<3:04:06,  1.25s/it]
 55%|█████▌    | 11033/19900 [5:37:54<3:00:22,  1.22s/it]
 55%|█████▌    | 11034/19900 [5:37:55<2:57:52,  1.20s/it]
 55%|█████▌    | 11035/19900 [5:37:56<2:55:19,  1.19s/it]
 55%|█████▌    | 11036/19900 [5:37:57<2:51:49,  1.16s/it]
 55%|█████▌    | 11037/19900 [5:37:58<2:47:15,  1.13s/it]
 55%|█████▌    | 11038/19900 [5:37:59<2:50:00,  1.15s/it]
 55%|█████▌    | 11039/19900 [5:38:00<2:48:13,  1.14s/it]
 55%|█████▌    | 11040/19900 [5:38:01<2:40:52,  1.09s/it]
 55%|█████▌    | 11041/19900 [5:38:02<2:39:23,  1.08s/it]
 55%|█████▌    | 11042/19900 [5:38:03<2:36:19,  1.06s/it]
 55%|█████▌    | 11043/19900 [5:38:04<2:30:25,  1.02s/it]
 55%|█████▌    | 11044/19900 [5:38:07<3:33:06,  1.44s/it]
 56%|█████▌    | 11045/19900 [5:38:09<4:05:03,  1.66s/it]
 56%|█████▌    | 11046/19900 [5:38:11<4:23:46,  1.79s/it]
 56%|█████▌    | 11047/19900 [5:38:13<4:31:12,  1.84s/it]
 56%|█████▌    | 11048/19900 [5:38:15<4:30:20,  1.83s/it]
 56%|█████▌    | 11049/19900 [5:38:17<4:27:33,  1.81s/it]
 56%|█████▌    | 11050/19900 [5:38:18<4:24:09,  1.79s/it]
 56%|█████▌    | 11051/19900 [5:38:20<4:20:21,  1.77s/it]
 56%|█████▌    | 11052/19900 [5:38:22<4:19:12,  1.76s/it]
 56%|█████▌    | 11053/19900 [5:38:23<4:17:42,  1.75s/it]
 56%|█████▌    | 11054/19900 [5:38:25<4:17:41,  1.75s/it]
 56%|█████▌    | 11055/19900 [5:38:27<4:16:35,  1.74s/it]
 56%|█████▌    | 11056/19900 [5:38:28<4:08:51,  1.69s/it]
 56%|█████▌    | 11057/19900 [5:38:30<4:03:47,  1.65s/it]
 56%|█████▌    | 11058/19900 [5:38:32<3:58:11,  1.62s/it]
 56%|█████▌    | 11059/19900 [5:38:33<3:54:41,  1.59s/it]
 56%|█████▌    | 11060/19900 [5:38:35<3:53:23,  1.58s/it]
 56%|█████▌    | 11061/19900 [5:38:36<3:50:58,  1.57s/it]
 56%|█████▌    | 11062/19900 [5:38:38<3:48:32,  1.55s/it]
 56%|█████▌    | 11063/19900 [5:38:39<3:44:31,  1.52s/it]
 56%|█████▌    | 11064/19900 [5:38:41<3:46:21,  1.54s/it]
 56%|█████▌    | 11065/19900 [5:38:42<3:42:17,  1.51s/it]
 56%|█████▌    | 11066/19900 [5:38:44<3:40:35,  1.50s/it]
 56%|█████▌    | 11067/19900 [5:38:45<3:37:26,  1.48s/it]
 56%|█████▌    | 11068/19900 [5:38:47<3:35:16,  1.46s/it]
 56%|█████▌    | 11069/19900 [5:38:48<3:31:55,  1.44s/it]
 56%|█████▌    | 11070/19900 [5:38:49<3:30:51,  1.43s/it]
 56%|█████▌    | 11071/19900 [5:38:51<3:27:01,  1.41s/it]
 56%|█████▌    | 11072/19900 [5:38:52<3:21:43,  1.37s/it]
 56%|█████▌    | 11073/19900 [5:38:53<3:18:31,  1.35s/it]
 56%|█████▌    | 11074/19900 [5:38:55<3:16:11,  1.33s/it]
 56%|█████▌    | 11075/19900 [5:38:56<3:13:12,  1.31s/it]
 56%|█████▌    | 11076/19900 [5:38:57<3:09:43,  1.29s/it]
 56%|█████▌    | 11077/19900 [5:38:58<3:09:21,  1.29s/it]
 56%|█████▌    | 11078/19900 [5:39:00<3:07:51,  1.28s/it]
 56%|█████▌    | 11079/19900 [5:39:01<3:06:25,  1.27s/it]
 56%|█████▌    | 11080/19900 [5:39:02<3:02:59,  1.24s/it]
 56%|█████▌    | 11081/19900 [5:39:03<3:00:09,  1.23s/it]
 56%|█████▌    | 11082/19900 [5:39:04<2:57:21,  1.21s/it]
 56%|█████▌    | 11083/19900 [5:39:06<2:58:11,  1.21s/it]
 56%|█████▌    | 11084/19900 [5:39:07<2:56:02,  1.20s/it]
 56%|█████▌    | 11085/19900 [5:39:08<2:55:32,  1.19s/it]
 56%|█████▌    | 11086/19900 [5:39:09<2:52:30,  1.17s/it]
 56%|█████▌    | 11087/19900 [5:39:10<2:49:10,  1.15s/it]
 56%|█████▌    | 11088/19900 [5:39:11<2:44:08,  1.12s/it]
 56%|█████▌    | 11089/19900 [5:39:12<2:40:03,  1.09s/it]
 56%|█████▌    | 11090/19900 [5:39:13<2:36:18,  1.06s/it]
 56%|█████▌    | 11091/19900 [5:39:14<2:35:12,  1.06s/it]
 56%|█████▌    | 11092/19900 [5:39:15<2:28:51,  1.01s/it]
 56%|█████▌    | 11093/19900 [5:39:18<3:31:27,  1.44s/it]
 56%|█████▌    | 11094/19900 [5:39:20<3:59:46,  1.63s/it]
 56%|█████▌    | 11095/19900 [5:39:22<4:18:15,  1.76s/it]
 56%|█████▌    | 11096/19900 [5:39:24<4:23:59,  1.80s/it]
 56%|█████▌    | 11097/19900 [5:39:25<4:23:29,  1.80s/it]
 56%|█████▌    | 11098/19900 [5:39:27<4:26:44,  1.82s/it]
 56%|█████▌    | 11099/19900 [5:39:29<4:22:22,  1.79s/it]
 56%|█████▌    | 11100/19900 [5:39:31<4:19:53,  1.77s/it]
                                                         

 56%|█████▌    | 11100/19900 [5:39:31<4:19:53,  1.77s/it]
 56%|█████▌    | 11101/19900 [5:39:33<4:18:44,  1.76s/it]
 56%|█████▌    | 11102/19900 [5:39:34<4:14:53,  1.74s/it]
 56%|█████▌    | 11103/19900 [5:39:36<4:10:32,  1.71s/it]
 56%|█████▌    | 11104/19900 [5:39:37<4:05:54,  1.68s/it]
 56%|█████▌    | 11105/19900 [5:39:39<4:03:03,  1.66s/it]
 56%|█████▌    | 11106/19900 [5:39:41<3:57:56,  1.62s/it]
 56%|█████▌    | 11107/19900 [5:39:42<3:54:29,  1.60s/it]
 56%|█████▌    | 11108/19900 [5:39:44<3:55:31,  1.61s/it]
 56%|█████▌    | 11109/19900 [5:39:45<3:52:25,  1.59s/it]
 56%|█████▌    | 11110/19900 [5:39:47<3:51:48,  1.58s/it]
 56%|█████▌    | 11111/19900 [5:39:48<3:49:11,  1.56s/it]
 56%|█████▌    | 11112/19900 [5:39:50<3:45:11,  1.54s/it]
 56%|█████▌    | 11113/19900 [5:39:51<3:41:55,  1.52s/it]
 56%|█████▌    | 11114/19900 [5:39:53<3:40:42,  1.51s/it]
 56%|█████▌    | 11115/19900 [5:39:54<3:41:27,  1.51s/it]
 56%|█████▌    | 11116/19900 [5:39:56<3:38:20,  1.49s/it]
 56%|█████▌    | 11117/19900 [5:39:57<3:35:16,  1.47s/it]
 56%|█████▌    | 11118/19900 [5:39:59<3:32:34,  1.45s/it]
 56%|█████▌    | 11119/19900 [5:40:00<3:27:47,  1.42s/it]
 56%|█████▌    | 11120/19900 [5:40:01<3:23:40,  1.39s/it]
 56%|█████▌    | 11121/19900 [5:40:03<3:19:38,  1.36s/it]
 56%|█████▌    | 11122/19900 [5:40:04<3:18:49,  1.36s/it]
 56%|█████▌    | 11123/19900 [5:40:05<3:15:10,  1.33s/it]
 56%|█████▌    | 11124/19900 [5:40:06<3:11:29,  1.31s/it]
 56%|█████▌    | 11125/19900 [5:40:08<3:09:45,  1.30s/it]
 56%|█████▌    | 11126/19900 [5:40:09<3:09:06,  1.29s/it]
 56%|█████▌    | 11127/19900 [5:40:10<3:07:15,  1.28s/it]
 56%|█████▌    | 11128/19900 [5:40:12<3:05:08,  1.27s/it]
 56%|█████▌    | 11129/19900 [5:40:13<3:03:36,  1.26s/it]
 56%|█████▌    | 11130/19900 [5:40:14<3:02:34,  1.25s/it]
 56%|█████▌    | 11131/19900 [5:40:15<2:59:44,  1.23s/it]
 56%|█████▌    | 11132/19900 [5:40:16<2:57:15,  1.21s/it]
 56%|█████▌    | 11133/19900 [5:40:17<2:54:05,  1.19s/it]
 56%|█████▌    | 11134/19900 [5:40:19<2:49:49,  1.16s/it]
 56%|█████▌    | 11135/19900 [5:40:20<2:45:50,  1.14s/it]
 56%|█████▌    | 11136/19900 [5:40:21<2:42:59,  1.12s/it]
 56%|█████▌    | 11137/19900 [5:40:22<2:38:46,  1.09s/it]
 56%|█████▌    | 11138/19900 [5:40:23<2:36:09,  1.07s/it]
 56%|█████▌    | 11139/19900 [5:40:24<2:33:22,  1.05s/it]
 56%|█████▌    | 11140/19900 [5:40:25<2:29:18,  1.02s/it]
 56%|█████▌    | 11141/19900 [5:40:26<2:24:45,  1.01it/s]
 56%|█████▌    | 11142/19900 [5:40:27<2:59:34,  1.23s/it]
 56%|█████▌    | 11143/19900 [5:40:29<3:10:20,  1.30s/it]
 56%|█████▌    | 11144/19900 [5:40:30<3:05:35,  1.27s/it]
 56%|█████▌    | 11145/19900 [5:40:33<4:12:03,  1.73s/it]
 56%|█████▌    | 11146/19900 [5:40:35<4:25:24,  1.82s/it]
 56%|█████▌    | 11147/19900 [5:40:37<4:34:52,  1.88s/it]
 56%|█████▌    | 11148/19900 [5:40:39<4:34:38,  1.88s/it]
 56%|█████▌    | 11149/19900 [5:40:41<4:32:12,  1.87s/it]
 56%|█████▌    | 11150/19900 [5:40:42<4:29:11,  1.85s/it]
 56%|█████▌    | 11151/19900 [5:40:44<4:27:23,  1.83s/it]
 56%|█████▌    | 11152/19900 [5:40:46<4:22:26,  1.80s/it]
 56%|█████▌    | 11153/19900 [5:40:48<4:18:12,  1.77s/it]
 56%|█████▌    | 11154/19900 [5:40:49<4:15:47,  1.75s/it]
 56%|█████▌    | 11155/19900 [5:40:51<4:10:56,  1.72s/it]
 56%|█████▌    | 11156/19900 [5:40:53<4:06:20,  1.69s/it]
 56%|█████▌    | 11157/19900 [5:40:54<4:03:02,  1.67s/it]
 56%|█████▌    | 11158/19900 [5:40:56<3:59:52,  1.65s/it]
 56%|█████▌    | 11159/19900 [5:40:58<3:57:38,  1.63s/it]
 56%|█████▌    | 11160/19900 [5:40:59<3:54:05,  1.61s/it]
 56%|█████▌    | 11161/19900 [5:41:01<3:53:53,  1.61s/it]
 56%|█████▌    | 11162/19900 [5:41:02<3:50:36,  1.58s/it]
 56%|█████▌    | 11163/19900 [5:41:04<3:47:49,  1.56s/it]
 56%|█████▌    | 11164/19900 [5:41:05<3:44:11,  1.54s/it]
 56%|█████▌    | 11165/19900 [5:41:07<3:39:56,  1.51s/it]
 56%|█████▌    | 11166/19900 [5:41:08<3:38:33,  1.50s/it]
 56%|█████▌    | 11167/19900 [5:41:10<3:36:17,  1.49s/it]
 56%|█████▌    | 11168/19900 [5:41:11<3:34:21,  1.47s/it]
 56%|█████▌    | 11169/19900 [5:41:12<3:32:25,  1.46s/it]
 56%|█████▌    | 11170/19900 [5:41:14<3:29:23,  1.44s/it]
 56%|█████▌    | 11171/19900 [5:41:15<3:28:11,  1.43s/it]
 56%|█████▌    | 11172/19900 [5:41:17<3:23:43,  1.40s/it]
 56%|█████▌    | 11173/19900 [5:41:18<3:20:24,  1.38s/it]
 56%|█████▌    | 11174/19900 [5:41:19<3:15:49,  1.35s/it]
 56%|█████▌    | 11175/19900 [5:41:20<3:12:37,  1.32s/it]
 56%|█████▌    | 11176/19900 [5:41:22<3:10:03,  1.31s/it]
 56%|█████▌    | 11177/19900 [5:41:23<3:07:11,  1.29s/it]
 56%|█████▌    | 11178/19900 [5:41:24<3:05:43,  1.28s/it]
 56%|█████▌    | 11179/19900 [5:41:25<3:05:18,  1.27s/it]
 56%|█████▌    | 11180/19900 [5:41:27<3:04:17,  1.27s/it]
 56%|█████▌    | 11181/19900 [5:41:28<3:02:16,  1.25s/it]
 56%|█████▌    | 11182/19900 [5:41:29<3:00:01,  1.24s/it]
 56%|█████▌    | 11183/19900 [5:41:30<2:59:00,  1.23s/it]
 56%|█████▌    | 11184/19900 [5:41:32<2:55:45,  1.21s/it]
 56%|█████▌    | 11185/19900 [5:41:33<2:53:02,  1.19s/it]
 56%|█████▌    | 11186/19900 [5:41:34<2:47:40,  1.15s/it]
 56%|█████▌    | 11187/19900 [5:41:35<2:44:27,  1.13s/it]
 56%|█████▌    | 11188/19900 [5:41:36<2:40:37,  1.11s/it]
 56%|█████▌    | 11189/19900 [5:41:37<2:36:26,  1.08s/it]
 56%|█████▌    | 11190/19900 [5:41:38<2:32:38,  1.05s/it]
 56%|█████▌    | 11191/19900 [5:41:39<2:29:07,  1.03s/it]
 56%|█████▌    | 11192/19900 [5:41:40<2:26:29,  1.01s/it]
 56%|█████▌    | 11193/19900 [5:41:41<2:20:44,  1.03it/s]
 56%|█████▋    | 11194/19900 [5:41:43<3:20:33,  1.38s/it]
 56%|█████▋    | 11195/19900 [5:41:45<3:52:57,  1.61s/it]
 56%|█████▋    | 11196/19900 [5:41:47<4:09:25,  1.72s/it]
 56%|█████▋    | 11197/19900 [5:41:49<4:19:58,  1.79s/it]
 56%|█████▋    | 11198/19900 [5:41:51<4:22:09,  1.81s/it]
 56%|█████▋    | 11199/19900 [5:41:53<4:24:47,  1.83s/it]
 56%|█████▋    | 11200/19900 [5:41:55<4:25:34,  1.83s/it]
                                                         

 56%|█████▋    | 11200/19900 [5:41:55<4:25:34,  1.83s/it]
 56%|█████▋    | 11201/19900 [5:41:56<4:20:31,  1.80s/it]
 56%|█████▋    | 11202/19900 [5:41:58<4:16:20,  1.77s/it]
 56%|█████▋    | 11203/19900 [5:42:00<4:12:17,  1.74s/it]
 56%|█████▋    | 11204/19900 [5:42:01<4:08:41,  1.72s/it]
 56%|█████▋    | 11205/19900 [5:42:03<4:04:36,  1.69s/it]
 56%|█████▋    | 11206/19900 [5:42:05<4:02:06,  1.67s/it]
 56%|█████▋    | 11207/19900 [5:42:06<3:59:45,  1.65s/it]
 56%|█████▋    | 11208/19900 [5:42:08<3:56:54,  1.64s/it]
 56%|█████▋    | 11209/19900 [5:42:09<3:51:52,  1.60s/it]
 56%|█████▋    | 11210/19900 [5:42:11<3:47:53,  1.57s/it]
 56%|█████▋    | 11211/19900 [5:42:12<3:46:45,  1.57s/it]
 56%|█████▋    | 11212/19900 [5:42:14<3:44:34,  1.55s/it]
 56%|█████▋    | 11213/19900 [5:42:15<3:41:23,  1.53s/it]
 56%|█████▋    | 11214/19900 [5:42:17<3:37:10,  1.50s/it]
 56%|█████▋    | 11215/19900 [5:42:18<3:34:56,  1.48s/it]
 56%|█████▋    | 11216/19900 [5:42:20<3:32:04,  1.47s/it]
 56%|█████▋    | 11217/19900 [5:42:21<3:29:21,  1.45s/it]
 56%|█████▋    | 11218/19900 [5:42:23<3:31:08,  1.46s/it]
 56%|█████▋    | 11219/19900 [5:42:24<3:30:42,  1.46s/it]
 56%|█████▋    | 11220/19900 [5:42:26<3:29:57,  1.45s/it]
 56%|█████▋    | 11221/19900 [5:42:27<3:25:45,  1.42s/it]
 56%|█████▋    | 11222/19900 [5:42:28<3:20:56,  1.39s/it]
 56%|█████▋    | 11223/19900 [5:42:29<3:13:10,  1.34s/it]
 56%|█████▋    | 11224/19900 [5:42:31<3:06:19,  1.29s/it]
 56%|█████▋    | 11225/19900 [5:42:32<3:07:04,  1.29s/it]
 56%|█████▋    | 11226/19900 [5:42:33<3:05:43,  1.28s/it]
 56%|█████▋    | 11227/19900 [5:42:34<3:04:13,  1.27s/it]
 56%|█████▋    | 11228/19900 [5:42:36<3:02:42,  1.26s/it]
 56%|█████▋    | 11229/19900 [5:42:37<3:01:52,  1.26s/it]
 56%|█████▋    | 11230/19900 [5:42:38<2:58:52,  1.24s/it]
 56%|█████▋    | 11231/19900 [5:42:39<2:56:52,  1.22s/it]
 56%|█████▋    | 11232/19900 [5:42:40<2:55:03,  1.21s/it]
 56%|█████▋    | 11233/19900 [5:42:42<2:51:25,  1.19s/it]
 56%|█████▋    | 11234/19900 [5:42:43<2:49:14,  1.17s/it]
 56%|█████▋    | 11235/19900 [5:42:44<2:45:25,  1.15s/it]
 56%|█████▋    | 11236/19900 [5:42:45<2:42:11,  1.12s/it]
 56%|█████▋    | 11237/19900 [5:42:46<2:41:11,  1.12s/it]
 56%|█████▋    | 11238/19900 [5:42:47<2:37:05,  1.09s/it]
 56%|█████▋    | 11239/19900 [5:42:48<2:36:24,  1.08s/it]
 56%|█████▋    | 11240/19900 [5:42:49<2:32:37,  1.06s/it]
 56%|█████▋    | 11241/19900 [5:42:50<2:31:56,  1.05s/it]
 56%|█████▋    | 11242/19900 [5:42:51<2:25:02,  1.01s/it]
 56%|█████▋    | 11243/19900 [5:42:53<3:21:41,  1.40s/it]
 57%|█████▋    | 11244/19900 [5:42:55<3:51:38,  1.61s/it]
 57%|█████▋    | 11245/19900 [5:42:57<4:09:03,  1.73s/it]
 57%|█████▋    | 11246/19900 [5:42:59<4:16:00,  1.78s/it]
 57%|█████▋    | 11247/19900 [5:43:01<4:17:48,  1.79s/it]
 57%|█████▋    | 11248/19900 [5:43:03<4:18:15,  1.79s/it]
 57%|█████▋    | 11249/19900 [5:43:05<4:16:58,  1.78s/it]
 57%|█████▋    | 11250/19900 [5:43:06<4:13:49,  1.76s/it]
 57%|█████▋    | 11251/19900 [5:43:08<4:10:09,  1.74s/it]
 57%|█████▋    | 11252/19900 [5:43:10<4:08:28,  1.72s/it]
 57%|█████▋    | 11253/19900 [5:43:11<4:03:38,  1.69s/it]
 57%|█████▋    | 11254/19900 [5:43:13<4:00:38,  1.67s/it]
 57%|█████▋    | 11255/19900 [5:43:15<3:56:41,  1.64s/it]
 57%|█████▋    | 11256/19900 [5:43:16<3:53:29,  1.62s/it]
 57%|█████▋    | 11257/19900 [5:43:18<3:51:37,  1.61s/it]
 57%|█████▋    | 11258/19900 [5:43:19<3:47:05,  1.58s/it]
 57%|█████▋    | 11259/19900 [5:43:21<3:44:25,  1.56s/it]
 57%|█████▋    | 11260/19900 [5:43:22<3:42:33,  1.55s/it]
 57%|█████▋    | 11261/19900 [5:43:24<3:43:21,  1.55s/it]
 57%|█████▋    | 11262/19900 [5:43:25<3:42:38,  1.55s/it]
 57%|█████▋    | 11263/19900 [5:43:27<3:39:05,  1.52s/it]
 57%|█████▋    | 11264/19900 [5:43:28<3:36:27,  1.50s/it]
 57%|█████▋    | 11265/19900 [5:43:30<3:33:06,  1.48s/it]
 57%|█████▋    | 11266/19900 [5:43:31<3:30:31,  1.46s/it]
 57%|█████▋    | 11267/19900 [5:43:33<3:30:25,  1.46s/it]
 57%|█████▋    | 11268/19900 [5:43:34<3:27:42,  1.44s/it]
 57%|█████▋    | 11269/19900 [5:43:35<3:23:43,  1.42s/it]
 57%|█████▋    | 11270/19900 [5:43:37<3:19:41,  1.39s/it]
 57%|█████▋    | 11271/19900 [5:43:38<3:15:48,  1.36s/it]
 57%|█████▋    | 11272/19900 [5:43:39<3:13:43,  1.35s/it]
 57%|█████▋    | 11273/19900 [5:43:41<3:10:54,  1.33s/it]
 57%|█████▋    | 11274/19900 [5:43:42<3:10:49,  1.33s/it]
 57%|█████▋    | 11275/19900 [5:43:43<3:09:01,  1.31s/it]
 57%|█████▋    | 11276/19900 [5:43:44<3:08:02,  1.31s/it]
 57%|█████▋    | 11277/19900 [5:43:46<3:05:26,  1.29s/it]
 57%|█████▋    | 11278/19900 [5:43:47<3:02:32,  1.27s/it]
 57%|█████▋    | 11279/19900 [5:43:48<2:59:45,  1.25s/it]
 57%|█████▋    | 11280/19900 [5:43:49<2:57:18,  1.23s/it]
 57%|█████▋    | 11281/19900 [5:43:51<2:56:40,  1.23s/it]
 57%|█████▋    | 11282/19900 [5:43:52<2:57:09,  1.23s/it]
 57%|█████▋    | 11283/19900 [5:43:53<2:53:00,  1.20s/it]
 57%|█████▋    | 11284/19900 [5:43:54<2:47:51,  1.17s/it]
 57%|█████▋    | 11285/19900 [5:43:55<2:43:12,  1.14s/it]
 57%|█████▋    | 11286/19900 [5:43:56<2:41:29,  1.12s/it]
 57%|█████▋    | 11287/19900 [5:43:57<2:39:41,  1.11s/it]
 57%|█████▋    | 11288/19900 [5:43:58<2:37:57,  1.10s/it]
 57%|█████▋    | 11289/19900 [5:43:59<2:33:51,  1.07s/it]
 57%|█████▋    | 11290/19900 [5:44:00<2:30:14,  1.05s/it]
 57%|█████▋    | 11291/19900 [5:44:01<2:26:11,  1.02s/it]
 57%|█████▋    | 11292/19900 [5:44:04<3:25:37,  1.43s/it]
 57%|█████▋    | 11293/19900 [5:44:06<3:57:48,  1.66s/it]
 57%|█████▋    | 11294/19900 [5:44:08<4:13:22,  1.77s/it]
 57%|█████▋    | 11295/19900 [5:44:10<4:21:07,  1.82s/it]
 57%|█████▋    | 11296/19900 [5:44:12<4:24:33,  1.84s/it]
 57%|█████▋    | 11297/19900 [5:44:14<4:22:23,  1.83s/it]
 57%|█████▋    | 11298/19900 [5:44:15<4:18:40,  1.80s/it]
 57%|█████▋    | 11299/19900 [5:44:17<4:14:50,  1.78s/it]
 57%|█████▋    | 11300/19900 [5:44:19<4:10:08,  1.75s/it]
                                                         

 57%|█████▋    | 11300/19900 [5:44:19<4:10:08,  1.75s/it]
 57%|█████▋    | 11301/19900 [5:44:20<4:05:13,  1.71s/it]
 57%|█████▋    | 11302/19900 [5:44:22<4:01:52,  1.69s/it]
 57%|█████▋    | 11303/19900 [5:44:24<3:59:47,  1.67s/it]
 57%|█████▋    | 11304/19900 [5:44:25<3:58:11,  1.66s/it]
 57%|█████▋    | 11305/19900 [5:44:27<3:55:45,  1.65s/it]
 57%|█████▋    | 11306/19900 [5:44:28<3:52:08,  1.62s/it]
 57%|█████▋    | 11307/19900 [5:44:30<3:49:32,  1.60s/it]
 57%|█████▋    | 11308/19900 [5:44:31<3:45:42,  1.58s/it]
 57%|█████▋    | 11309/19900 [5:44:33<3:41:35,  1.55s/it]
 57%|█████▋    | 11310/19900 [5:44:34<3:36:01,  1.51s/it]
 57%|█████▋    | 11311/19900 [5:44:36<3:37:51,  1.52s/it]
 57%|█████▋    | 11312/19900 [5:44:37<3:35:50,  1.51s/it]
 57%|█████▋    | 11313/19900 [5:44:39<3:34:46,  1.50s/it]
 57%|█████▋    | 11314/19900 [5:44:40<3:31:11,  1.48s/it]
 57%|█████▋    | 11315/19900 [5:44:42<3:30:00,  1.47s/it]
 57%|█████▋    | 11316/19900 [5:44:43<3:27:07,  1.45s/it]
 57%|█████▋    | 11317/19900 [5:44:45<3:24:01,  1.43s/it]
 57%|█████▋    | 11318/19900 [5:44:46<3:18:38,  1.39s/it]
 57%|█████▋    | 11319/19900 [5:44:47<3:18:13,  1.39s/it]
 57%|█████▋    | 11320/19900 [5:44:48<3:13:39,  1.35s/it]
 57%|█████▋    | 11321/19900 [5:44:50<3:15:03,  1.36s/it]
 57%|█████▋    | 11322/19900 [5:44:51<3:13:32,  1.35s/it]
 57%|█████▋    | 11323/19900 [5:44:53<3:16:06,  1.37s/it]
 57%|█████▋    | 11324/19900 [5:44:54<3:13:08,  1.35s/it]
 57%|█████▋    | 11325/19900 [5:44:55<3:08:23,  1.32s/it]
 57%|█████▋    | 11326/19900 [5:44:56<3:05:32,  1.30s/it]
 57%|█████▋    | 11327/19900 [5:44:58<3:03:10,  1.28s/it]
 57%|█████▋    | 11328/19900 [5:44:59<2:59:21,  1.26s/it]
 57%|█████▋    | 11329/19900 [5:45:00<2:56:17,  1.23s/it]
 57%|█████▋    | 11330/19900 [5:45:01<2:54:02,  1.22s/it]
 57%|█████▋    | 11331/19900 [5:45:02<2:52:15,  1.21s/it]
 57%|█████▋    | 11332/19900 [5:45:03<2:48:07,  1.18s/it]
 57%|█████▋    | 11333/19900 [5:45:05<2:43:31,  1.15s/it]
 57%|█████▋    | 11334/19900 [5:45:06<2:39:23,  1.12s/it]
 57%|█████▋    | 11335/19900 [5:45:07<2:35:46,  1.09s/it]
 57%|█████▋    | 11336/19900 [5:45:08<2:32:14,  1.07s/it]
 57%|█████▋    | 11337/19900 [5:45:09<2:29:24,  1.05s/it]
 57%|█████▋    | 11338/19900 [5:45:10<2:27:44,  1.04s/it]
 57%|█████▋    | 11339/19900 [5:45:11<2:25:48,  1.02s/it]
 57%|█████▋    | 11340/19900 [5:45:12<2:20:11,  1.02it/s]
 57%|█████▋    | 11341/19900 [5:45:13<2:57:18,  1.24s/it]
 57%|█████▋    | 11342/19900 [5:45:15<3:08:23,  1.32s/it]
 57%|█████▋    | 11343/19900 [5:45:16<3:02:08,  1.28s/it]
 57%|█████▋    | 11344/19900 [5:45:19<4:03:57,  1.71s/it]
 57%|█████▋    | 11345/19900 [5:45:21<4:20:48,  1.83s/it]
 57%|█████▋    | 11346/19900 [5:45:23<4:29:24,  1.89s/it]
 57%|█████▋    | 11347/19900 [5:45:25<4:31:19,  1.90s/it]
 57%|█████▋    | 11348/19900 [5:45:27<4:29:47,  1.89s/it]
 57%|█████▋    | 11349/19900 [5:45:29<4:25:28,  1.86s/it]
 57%|█████▋    | 11350/19900 [5:45:30<4:20:50,  1.83s/it]
 57%|█████▋    | 11351/19900 [5:45:32<4:15:29,  1.79s/it]
 57%|█████▋    | 11352/19900 [5:45:34<4:10:32,  1.76s/it]
 57%|█████▋    | 11353/19900 [5:45:35<4:07:27,  1.74s/it]
 57%|█████▋    | 11354/19900 [5:45:37<4:03:23,  1.71s/it]
 57%|█████▋    | 11355/19900 [5:45:39<3:58:56,  1.68s/it]
 57%|█████▋    | 11356/19900 [5:45:40<3:54:58,  1.65s/it]
 57%|█████▋    | 11357/19900 [5:45:42<3:51:20,  1.62s/it]
 57%|█████▋    | 11358/19900 [5:45:43<3:49:50,  1.61s/it]
 57%|█████▋    | 11359/19900 [5:45:45<3:47:36,  1.60s/it]
 57%|█████▋    | 11360/19900 [5:45:46<3:44:26,  1.58s/it]
 57%|█████▋    | 11361/19900 [5:45:48<3:41:05,  1.55s/it]
 57%|█████▋    | 11362/19900 [5:45:49<3:37:43,  1.53s/it]
 57%|█████▋    | 11363/19900 [5:45:51<3:34:41,  1.51s/it]
 57%|█████▋    | 11364/19900 [5:45:52<3:33:50,  1.50s/it]
 57%|█████▋    | 11365/19900 [5:45:54<3:31:03,  1.48s/it]
 57%|█████▋    | 11366/19900 [5:45:55<3:28:10,  1.46s/it]
 57%|█████▋    | 11367/19900 [5:45:57<3:27:12,  1.46s/it]
 57%|█████▋    | 11368/19900 [5:45:58<3:24:41,  1.44s/it]
 57%|█████▋    | 11369/19900 [5:45:59<3:24:46,  1.44s/it]
 57%|█████▋    | 11370/19900 [5:46:01<3:19:11,  1.40s/it]
 57%|█████▋    | 11371/19900 [5:46:02<3:14:58,  1.37s/it]
 57%|█████▋    | 11372/19900 [5:46:03<3:14:11,  1.37s/it]
 57%|█████▋    | 11373/19900 [5:46:05<3:09:44,  1.34s/it]
 57%|█████▋    | 11374/19900 [5:46:06<3:08:44,  1.33s/it]
 57%|█████▋    | 11375/19900 [5:46:07<3:05:56,  1.31s/it]
 57%|█████▋    | 11376/19900 [5:46:09<3:02:31,  1.28s/it]
 57%|█████▋    | 11377/19900 [5:46:10<3:02:24,  1.28s/it]
 57%|█████▋    | 11378/19900 [5:46:11<3:01:12,  1.28s/it]
 57%|█████▋    | 11379/19900 [5:46:12<2:58:05,  1.25s/it]
 57%|█████▋    | 11380/19900 [5:46:13<2:55:40,  1.24s/it]
 57%|█████▋    | 11381/19900 [5:46:15<2:53:34,  1.22s/it]
 57%|█████▋    | 11382/19900 [5:46:16<2:52:00,  1.21s/it]
 57%|█████▋    | 11383/19900 [5:46:17<2:50:42,  1.20s/it]
 57%|█████▋    | 11384/19900 [5:46:18<2:49:32,  1.19s/it]
 57%|█████▋    | 11385/19900 [5:46:19<2:48:46,  1.19s/it]
 57%|█████▋    | 11386/19900 [5:46:20<2:43:14,  1.15s/it]
 57%|█████▋    | 11387/19900 [5:46:22<2:40:44,  1.13s/it]
 57%|█████▋    | 11388/19900 [5:46:23<2:35:52,  1.10s/it]
 57%|█████▋    | 11389/19900 [5:46:24<2:31:50,  1.07s/it]
 57%|█████▋    | 11390/19900 [5:46:25<2:27:10,  1.04s/it]
 57%|█████▋    | 11391/19900 [5:46:26<2:25:23,  1.03s/it]
 57%|█████▋    | 11392/19900 [5:46:26<2:22:26,  1.00s/it]
 57%|█████▋    | 11393/19900 [5:46:29<3:23:48,  1.44s/it]
 57%|█████▋    | 11394/19900 [5:46:31<3:54:45,  1.66s/it]
 57%|█████▋    | 11395/19900 [5:46:33<4:08:42,  1.75s/it]
 57%|█████▋    | 11396/19900 [5:46:35<4:14:20,  1.79s/it]
 57%|█████▋    | 11397/19900 [5:46:37<4:14:33,  1.80s/it]
 57%|█████▋    | 11398/19900 [5:46:39<4:13:49,  1.79s/it]
 57%|█████▋    | 11399/19900 [5:46:40<4:10:34,  1.77s/it]
 57%|█████▋    | 11400/19900 [5:46:42<4:08:14,  1.75s/it]
                                                         

 57%|█████▋    | 11400/19900 [5:46:42<4:08:14,  1.75s/it]
 57%|█████▋    | 11401/19900 [5:46:44<4:05:48,  1.74s/it]
 57%|█████▋    | 11402/19900 [5:46:45<4:02:25,  1.71s/it]
 57%|█████▋    | 11403/19900 [5:46:47<3:59:05,  1.69s/it]
 57%|█████▋    | 11404/19900 [5:46:49<3:57:24,  1.68s/it]
 57%|█████▋    | 11405/19900 [5:46:50<3:56:31,  1.67s/it]
 57%|█████▋    | 11406/19900 [5:46:52<3:52:01,  1.64s/it]
 57%|█████▋    | 11407/19900 [5:46:53<3:50:09,  1.63s/it]
 57%|█████▋    | 11408/19900 [5:46:55<3:44:27,  1.59s/it]
 57%|█████▋    | 11409/19900 [5:46:56<3:42:12,  1.57s/it]
 57%|█████▋    | 11410/19900 [5:46:58<3:39:12,  1.55s/it]
 57%|█████▋    | 11411/19900 [5:46:59<3:39:43,  1.55s/it]
 57%|█████▋    | 11412/19900 [5:47:01<3:35:31,  1.52s/it]
 57%|█████▋    | 11413/19900 [5:47:02<3:32:44,  1.50s/it]
 57%|█████▋    | 11414/19900 [5:47:04<3:29:58,  1.48s/it]
 57%|█████▋    | 11415/19900 [5:47:05<3:29:13,  1.48s/it]
 57%|█████▋    | 11416/19900 [5:47:07<3:27:13,  1.47s/it]
 57%|█████▋    | 11417/19900 [5:47:08<3:24:56,  1.45s/it]
 57%|█████▋    | 11418/19900 [5:47:10<3:23:28,  1.44s/it]
 57%|█████▋    | 11419/19900 [5:47:11<3:19:44,  1.41s/it]
 57%|█████▋    | 11420/19900 [5:47:12<3:16:16,  1.39s/it]
 57%|█████▋    | 11421/19900 [5:47:14<3:12:13,  1.36s/it]
 57%|█████▋    | 11422/19900 [5:47:15<3:12:48,  1.36s/it]
 57%|█████▋    | 11423/19900 [5:47:16<3:09:32,  1.34s/it]
 57%|█████▋    | 11424/19900 [5:47:17<3:06:24,  1.32s/it]
 57%|█████▋    | 11425/19900 [5:47:19<3:03:26,  1.30s/it]
 57%|█████▋    | 11426/19900 [5:47:20<3:01:54,  1.29s/it]
 57%|█████▋    | 11427/19900 [5:47:21<3:01:53,  1.29s/it]
 57%|█████▋    | 11428/19900 [5:47:23<3:01:18,  1.28s/it]
 57%|█████▋    | 11429/19900 [5:47:24<3:00:52,  1.28s/it]
 57%|█████▋    | 11430/19900 [5:47:25<2:57:17,  1.26s/it]
 57%|█████▋    | 11431/19900 [5:47:26<2:53:28,  1.23s/it]
 57%|█████▋    | 11432/19900 [5:47:27<2:48:51,  1.20s/it]
 57%|█████▋    | 11433/19900 [5:47:28<2:46:07,  1.18s/it]
 57%|█████▋    | 11434/19900 [5:47:30<2:42:03,  1.15s/it]
 57%|█████▋    | 11435/19900 [5:47:31<2:38:20,  1.12s/it]
 57%|█████▋    | 11436/19900 [5:47:32<2:36:58,  1.11s/it]
 57%|█████▋    | 11437/19900 [5:47:33<2:33:19,  1.09s/it]
 57%|█████▋    | 11438/19900 [5:47:34<2:29:00,  1.06s/it]
 57%|█████▋    | 11439/19900 [5:47:35<2:26:01,  1.04s/it]
 57%|█████▋    | 11440/19900 [5:47:36<2:22:03,  1.01s/it]
 57%|█████▋    | 11441/19900 [5:47:37<2:16:25,  1.03it/s]
 57%|█████▋    | 11442/19900 [5:47:39<3:14:45,  1.38s/it]
 58%|█████▊    | 11443/19900 [5:47:41<3:45:20,  1.60s/it]
 58%|█████▊    | 11444/19900 [5:47:43<4:06:56,  1.75s/it]
 58%|█████▊    | 11445/19900 [5:47:45<4:16:47,  1.82s/it]
 58%|█████▊    | 11446/19900 [5:47:47<4:17:44,  1.83s/it]
 58%|█████▊    | 11447/19900 [5:47:49<4:18:15,  1.83s/it]
 58%|█████▊    | 11448/19900 [5:47:50<4:14:45,  1.81s/it]
 58%|█████▊    | 11449/19900 [5:47:52<4:10:12,  1.78s/it]
 58%|█████▊    | 11450/19900 [5:47:54<4:05:49,  1.75s/it]
 58%|█████▊    | 11451/19900 [5:47:55<4:01:00,  1.71s/it]
 58%|█████▊    | 11452/19900 [5:47:57<3:57:59,  1.69s/it]
 58%|█████▊    | 11453/19900 [5:47:59<3:55:38,  1.67s/it]
 58%|█████▊    | 11454/19900 [5:48:00<3:51:48,  1.65s/it]
 58%|█████▊    | 11455/19900 [5:48:02<3:46:37,  1.61s/it]
 58%|█████▊    | 11456/19900 [5:48:03<3:46:15,  1.61s/it]
 58%|█████▊    | 11457/19900 [5:48:05<3:46:42,  1.61s/it]
 58%|█████▊    | 11458/19900 [5:48:07<3:45:51,  1.61s/it]
 58%|█████▊    | 11459/19900 [5:48:08<3:41:58,  1.58s/it]
 58%|█████▊    | 11460/19900 [5:48:10<3:38:59,  1.56s/it]
 58%|█████▊    | 11461/19900 [5:48:11<3:38:25,  1.55s/it]
 58%|█████▊    | 11462/19900 [5:48:13<3:33:55,  1.52s/it]
 58%|█████▊    | 11463/19900 [5:48:14<3:31:17,  1.50s/it]
 58%|█████▊    | 11464/19900 [5:48:16<3:29:44,  1.49s/it]
 58%|█████▊    | 11465/19900 [5:48:17<3:26:55,  1.47s/it]
 58%|█████▊    | 11466/19900 [5:48:18<3:24:13,  1.45s/it]
 58%|█████▊    | 11467/19900 [5:48:20<3:21:35,  1.43s/it]
 58%|█████▊    | 11468/19900 [5:48:21<3:17:36,  1.41s/it]
 58%|█████▊    | 11469/19900 [5:48:23<3:15:29,  1.39s/it]
 58%|█████▊    | 11470/19900 [5:48:24<3:15:38,  1.39s/it]
 58%|█████▊    | 11471/19900 [5:48:25<3:10:58,  1.36s/it]
 58%|█████▊    | 11472/19900 [5:48:26<3:06:53,  1.33s/it]
 58%|█████▊    | 11473/19900 [5:48:28<3:03:06,  1.30s/it]
 58%|█████▊    | 11474/19900 [5:48:29<3:01:18,  1.29s/it]
 58%|█████▊    | 11475/19900 [5:48:30<3:02:04,  1.30s/it]
 58%|█████▊    | 11476/19900 [5:48:32<2:59:23,  1.28s/it]
 58%|█████▊    | 11477/19900 [5:48:33<2:57:22,  1.26s/it]
 58%|█████▊    | 11478/19900 [5:48:34<2:55:02,  1.25s/it]
 58%|█████▊    | 11479/19900 [5:48:35<2:52:19,  1.23s/it]
 58%|█████▊    | 11480/19900 [5:48:36<2:50:41,  1.22s/it]
 58%|█████▊    | 11481/19900 [5:48:38<2:47:56,  1.20s/it]
 58%|█████▊    | 11482/19900 [5:48:39<2:44:40,  1.17s/it]
 58%|█████▊    | 11483/19900 [5:48:40<2:43:59,  1.17s/it]
 58%|█████▊    | 11484/19900 [5:48:41<2:40:55,  1.15s/it]
 58%|█████▊    | 11485/19900 [5:48:42<2:36:28,  1.12s/it]
 58%|█████▊    | 11486/19900 [5:48:43<2:33:39,  1.10s/it]
 58%|█████▊    | 11487/19900 [5:48:44<2:30:48,  1.08s/it]
 58%|█████▊    | 11488/19900 [5:48:45<2:27:47,  1.05s/it]
 58%|█████▊    | 11489/19900 [5:48:46<2:24:38,  1.03s/it]
 58%|█████▊    | 11490/19900 [5:48:47<2:18:52,  1.01it/s]
 58%|█████▊    | 11491/19900 [5:48:49<3:18:28,  1.42s/it]
 58%|█████▊    | 11492/19900 [5:48:51<3:47:00,  1.62s/it]
 58%|█████▊    | 11493/19900 [5:48:53<4:06:39,  1.76s/it]
 58%|█████▊    | 11494/19900 [5:48:55<4:12:15,  1.80s/it]
 58%|█████▊    | 11495/19900 [5:48:57<4:15:30,  1.82s/it]
 58%|█████▊    | 11496/19900 [5:48:59<4:15:57,  1.83s/it]
 58%|█████▊    | 11497/19900 [5:49:01<4:15:20,  1.82s/it]
 58%|█████▊    | 11498/19900 [5:49:03<4:10:54,  1.79s/it]
 58%|█████▊    | 11499/19900 [5:49:04<4:07:10,  1.77s/it]
 58%|█████▊    | 11500/19900 [5:49:06<4:03:24,  1.74s/it]
                                                         

 58%|█████▊    | 11500/19900 [5:49:06<4:03:24,  1.74s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.4251333475112915, 'eval_wer': 0.9148073022312373, 'eval_cer': 0.3501204917697995, 'eval_runtime': 122.3324, 'eval_samples_per_second': 24.18, 'eval_steps_per_second': 3.025, 'epoch': 55.28}
{'loss': 2.6307, 'learning_rate': 3.691340782122905e-05, 'epoch': 55.78}
{'loss': 2.5884, 'learning_rate': 3.649441340782123e-05, 'epoch': 56.28}
{'loss': 2.5678, 'learning_rate': 3.6075418994413407e-05, 'epoch': 56.78}
{'loss': 2.5722, 'learning_rate': 3.5656424581005586e-05, 'epoch': 57.29}
{'loss': 2.569, 'learning_rate': 3.523743016759776e-05, 'epoch': 57.79}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.90it/s]

  1%|          | 3/370 [00:00<01:02,  5.87it/s]

  1%|          | 4/370 [00:00<01:13,  4.95it/s]

  1%|▏         | 5/370 [00:00<01:19,  4.61it/s]

  2%|▏         | 6/370 [00:01<01:13,  4.93it/s]

  2%|▏         | 7/370 [00:01<01:22,  4.39it/s]

  2%|▏         | 8/370 [00:01<01:19,  4.55it/s]

  2%|▏         | 9/370 [00:01<01:23,  4.33it/s]

  3%|▎         | 10/370 [00:02<01:23,  4.31it/s]

  3%|▎         | 11/370 [00:02<01:27,  4.10it/s]

  3%|▎         | 12/370 [00:02<01:26,  4.15it/s]

  4%|▎         | 13/370 [00:02<01:25,  4.18it/s]

  4%|▍         | 14/370 [00:03<01:30,  3.93it/s]

  4%|▍         | 15/370 [00:03<01:23,  4.24it/s]

  4%|▍         | 16/370 [00:03<01:24,  4.19it/s]

  5%|▍         | 17/370 [00:03<01:18,  4.50it/s]

  5%|▍         | 18/370 [00:03<01:17,  4.54it/s]

  5%|▌         | 19/370 [00:04<01:20,  4.39it/s]

  5%|▌         | 20/370 [00:04<01:21,  4.29it/s]

  6%|▌         | 21/370 [00:04<01:18,  4.47it/s]

  6%|▌         | 22/370 [00:04<01:13,  4.71it/s]

  6%|▌         | 23/370 [00:05<01:13,  4.70it/s]

  6%|▋         | 24/370 [00:05<01:15,  4.58it/s]

  7%|▋         | 25/370 [00:05<01:17,  4.47it/s]

  7%|▋         | 26/370 [00:05<01:13,  4.69it/s]

  7%|▋         | 27/370 [00:05<01:13,  4.68it/s]

  8%|▊         | 28/370 [00:06<01:19,  4.30it/s]

  8%|▊         | 29/370 [00:06<01:22,  4.11it/s]

  8%|▊         | 30/370 [00:06<01:21,  4.16it/s]

  8%|▊         | 31/370 [00:06<01:19,  4.28it/s]

  9%|▊         | 32/370 [00:07<01:21,  4.16it/s]

  9%|▉         | 33/370 [00:07<01:18,  4.28it/s]

  9%|▉         | 34/370 [00:07<01:18,  4.31it/s]

  9%|▉         | 35/370 [00:08<01:30,  3.71it/s]

 10%|▉         | 36/370 [00:08<01:27,  3.82it/s]

 10%|█         | 37/370 [00:08<01:26,  3.86it/s]

 10%|█         | 38/370 [00:08<01:25,  3.87it/s]

 11%|█         | 39/370 [00:08<01:22,  4.02it/s]

 11%|█         | 40/370 [00:09<01:22,  4.01it/s]

 11%|█         | 41/370 [00:09<01:18,  4.18it/s]

 11%|█▏        | 42/370 [00:09<01:28,  3.72it/s]

 12%|█▏        | 43/370 [00:10<01:33,  3.51it/s]

 12%|█▏        | 44/370 [00:10<01:24,  3.85it/s]

 12%|█▏        | 45/370 [00:10<01:33,  3.46it/s]

 12%|█▏        | 46/370 [00:10<01:27,  3.69it/s]

 13%|█▎        | 47/370 [00:11<01:30,  3.57it/s]

 13%|█▎        | 48/370 [00:11<01:28,  3.62it/s]

 13%|█▎        | 49/370 [00:11<01:28,  3.63it/s]

 14%|█▎        | 50/370 [00:11<01:17,  4.10it/s]

 14%|█▍        | 51/370 [00:12<01:23,  3.83it/s]

 14%|█▍        | 52/370 [00:12<01:14,  4.25it/s]

 14%|█▍        | 53/370 [00:12<01:16,  4.14it/s]

 15%|█▍        | 54/370 [00:12<01:11,  4.40it/s]

 15%|█▍        | 55/370 [00:13<01:14,  4.23it/s]

 15%|█▌        | 56/370 [00:13<01:12,  4.30it/s]

 15%|█▌        | 57/370 [00:13<01:05,  4.75it/s]

 16%|█▌        | 58/370 [00:13<01:10,  4.42it/s]

 16%|█▌        | 59/370 [00:13<01:09,  4.48it/s]

 16%|█▌        | 60/370 [00:14<01:06,  4.69it/s]

 16%|█▋        | 61/370 [00:14<01:05,  4.71it/s]

 17%|█▋        | 62/370 [00:14<01:06,  4.64it/s]

 17%|█▋        | 63/370 [00:14<01:10,  4.35it/s]

 17%|█▋        | 64/370 [00:15<01:07,  4.51it/s]

 18%|█▊        | 65/370 [00:15<01:08,  4.47it/s]

 18%|█▊        | 66/370 [00:15<01:05,  4.64it/s]

 18%|█▊        | 67/370 [00:15<01:10,  4.30it/s]

 18%|█▊        | 68/370 [00:16<01:13,  4.09it/s]

 19%|█▊        | 69/370 [00:16<01:10,  4.25it/s]

 19%|█▉        | 70/370 [00:16<01:16,  3.91it/s]

 19%|█▉        | 71/370 [00:16<01:16,  3.89it/s]

 19%|█▉        | 72/370 [00:16<01:08,  4.34it/s]

 20%|█▉        | 73/370 [00:17<01:07,  4.42it/s]

 20%|██        | 74/370 [00:17<01:13,  4.04it/s]

 20%|██        | 75/370 [00:17<01:17,  3.83it/s]

 21%|██        | 76/370 [00:18<01:14,  3.93it/s]

 21%|██        | 77/370 [00:18<01:11,  4.08it/s]

 21%|██        | 78/370 [00:18<01:10,  4.14it/s]

 21%|██▏       | 79/370 [00:18<01:08,  4.25it/s]

 22%|██▏       | 80/370 [00:18<01:08,  4.21it/s]

 22%|██▏       | 81/370 [00:19<01:05,  4.39it/s]

 22%|██▏       | 82/370 [00:19<01:04,  4.44it/s]

 22%|██▏       | 83/370 [00:19<01:08,  4.20it/s]

 23%|██▎       | 84/370 [00:19<01:07,  4.21it/s]

 23%|██▎       | 85/370 [00:20<01:04,  4.43it/s]

 23%|██▎       | 86/370 [00:20<01:02,  4.52it/s]

 24%|██▎       | 87/370 [00:20<01:02,  4.53it/s]

 24%|██▍       | 88/370 [00:20<01:04,  4.38it/s]

 24%|██▍       | 89/370 [00:20<01:05,  4.32it/s]

 24%|██▍       | 90/370 [00:21<01:02,  4.45it/s]

 25%|██▍       | 91/370 [00:21<01:01,  4.56it/s]

 25%|██▍       | 92/370 [00:21<01:03,  4.37it/s]

 25%|██▌       | 93/370 [00:21<01:05,  4.20it/s]

 25%|██▌       | 94/370 [00:22<01:06,  4.16it/s]

 26%|██▌       | 95/370 [00:22<01:10,  3.91it/s]

 26%|██▌       | 96/370 [00:22<01:09,  3.92it/s]

 26%|██▌       | 97/370 [00:22<01:07,  4.04it/s]

 26%|██▋       | 98/370 [00:23<01:04,  4.19it/s]

 27%|██▋       | 99/370 [00:23<01:02,  4.32it/s]

 27%|██▋       | 100/370 [00:23<01:00,  4.49it/s]

 27%|██▋       | 101/370 [00:23<00:58,  4.57it/s]

 28%|██▊       | 102/370 [00:23<00:57,  4.68it/s]

 28%|██▊       | 103/370 [00:24<00:56,  4.70it/s]

 28%|██▊       | 104/370 [00:24<01:01,  4.30it/s]

 28%|██▊       | 105/370 [00:24<01:03,  4.20it/s]

 29%|██▊       | 106/370 [00:25<01:08,  3.87it/s]

 29%|██▉       | 107/370 [00:25<01:05,  4.01it/s]

 29%|██▉       | 108/370 [00:25<01:02,  4.18it/s]

 29%|██▉       | 109/370 [00:25<01:03,  4.10it/s]

 30%|██▉       | 110/370 [00:25<01:01,  4.26it/s]

 30%|███       | 111/370 [00:26<00:58,  4.41it/s]

 30%|███       | 112/370 [00:26<00:59,  4.36it/s]

 31%|███       | 113/370 [00:26<00:58,  4.42it/s]

 31%|███       | 114/370 [00:26<00:57,  4.48it/s]

 31%|███       | 115/370 [00:27<00:59,  4.26it/s]

 31%|███▏      | 116/370 [00:27<01:02,  4.06it/s]

 32%|███▏      | 117/370 [00:27<01:05,  3.85it/s]

 32%|███▏      | 118/370 [00:27<01:04,  3.93it/s]

 32%|███▏      | 119/370 [00:28<01:02,  4.01it/s]

 32%|███▏      | 120/370 [00:28<00:59,  4.20it/s]

 33%|███▎      | 121/370 [00:28<00:57,  4.32it/s]

 33%|███▎      | 122/370 [00:28<00:57,  4.35it/s]

 33%|███▎      | 123/370 [00:28<00:54,  4.53it/s]

 34%|███▎      | 124/370 [00:29<00:50,  4.89it/s]

 34%|███▍      | 125/370 [00:29<00:53,  4.60it/s]

 34%|███▍      | 126/370 [00:29<00:52,  4.61it/s]

 34%|███▍      | 127/370 [00:29<00:56,  4.33it/s]

 35%|███▍      | 128/370 [00:30<00:58,  4.12it/s]

 35%|███▍      | 129/370 [00:30<01:02,  3.87it/s]

 35%|███▌      | 130/370 [00:30<01:02,  3.83it/s]

 35%|███▌      | 131/370 [00:30<01:05,  3.65it/s]

 36%|███▌      | 132/370 [00:31<00:59,  3.98it/s]

 36%|███▌      | 133/370 [00:31<00:57,  4.12it/s]

 36%|███▌      | 134/370 [00:31<00:56,  4.14it/s]

 36%|███▋      | 135/370 [00:31<00:57,  4.12it/s]

 37%|███▋      | 136/370 [00:32<00:55,  4.18it/s]

 37%|███▋      | 137/370 [00:32<00:55,  4.18it/s]

 37%|███▋      | 138/370 [00:32<00:55,  4.19it/s]

 38%|███▊      | 139/370 [00:32<00:53,  4.29it/s]

 38%|███▊      | 140/370 [00:33<00:51,  4.48it/s]

 38%|███▊      | 141/370 [00:33<00:54,  4.20it/s]

 38%|███▊      | 142/370 [00:33<00:55,  4.08it/s]

 39%|███▊      | 143/370 [00:33<00:54,  4.16it/s]

 39%|███▉      | 144/370 [00:34<00:56,  4.02it/s]

 39%|███▉      | 145/370 [00:34<00:59,  3.81it/s]

 39%|███▉      | 146/370 [00:34<00:55,  4.01it/s]

 40%|███▉      | 147/370 [00:34<00:54,  4.07it/s]

 40%|████      | 148/370 [00:35<00:56,  3.92it/s]

 40%|████      | 149/370 [00:35<00:54,  4.05it/s]

 41%|████      | 150/370 [00:35<00:50,  4.39it/s]

 41%|████      | 151/370 [00:35<00:47,  4.60it/s]

 41%|████      | 152/370 [00:35<00:48,  4.51it/s]

 41%|████▏     | 153/370 [00:36<00:49,  4.40it/s]

 42%|████▏     | 154/370 [00:36<00:49,  4.34it/s]

 42%|████▏     | 155/370 [00:36<00:48,  4.46it/s]

 42%|████▏     | 156/370 [00:36<00:50,  4.26it/s]

 42%|████▏     | 157/370 [00:37<00:50,  4.18it/s]

 43%|████▎     | 158/370 [00:37<00:55,  3.83it/s]

 43%|████▎     | 159/370 [00:37<00:51,  4.10it/s]

 43%|████▎     | 160/370 [00:37<00:51,  4.05it/s]

 44%|████▎     | 161/370 [00:38<00:52,  3.99it/s]

 44%|████▍     | 162/370 [00:38<00:53,  3.91it/s]

 44%|████▍     | 163/370 [00:38<00:50,  4.11it/s]

 44%|████▍     | 164/370 [00:38<00:50,  4.10it/s]

 45%|████▍     | 165/370 [00:39<00:52,  3.89it/s]

 45%|████▍     | 166/370 [00:39<00:52,  3.85it/s]

 45%|████▌     | 167/370 [00:39<00:52,  3.89it/s]

 45%|████▌     | 168/370 [00:39<00:51,  3.96it/s]

 46%|████▌     | 169/370 [00:40<00:50,  4.01it/s]

 46%|████▌     | 170/370 [00:40<00:50,  3.95it/s]

 46%|████▌     | 171/370 [00:40<00:51,  3.83it/s]

 46%|████▋     | 172/370 [00:40<00:47,  4.16it/s]

 47%|████▋     | 173/370 [00:41<00:44,  4.47it/s]

 47%|████▋     | 174/370 [00:41<00:45,  4.30it/s]

 47%|████▋     | 175/370 [00:41<00:43,  4.45it/s]

 48%|████▊     | 176/370 [00:41<00:42,  4.61it/s]

 48%|████▊     | 177/370 [00:42<00:45,  4.26it/s]

 48%|████▊     | 178/370 [00:42<00:43,  4.39it/s]

 48%|████▊     | 179/370 [00:42<00:44,  4.27it/s]

 49%|████▊     | 180/370 [00:42<00:41,  4.60it/s]

 49%|████▉     | 181/370 [00:42<00:41,  4.51it/s]

 49%|████▉     | 182/370 [00:43<00:42,  4.42it/s]

 49%|████▉     | 183/370 [00:43<00:45,  4.08it/s]

 50%|████▉     | 184/370 [00:43<00:47,  3.92it/s]

 50%|█████     | 185/370 [00:43<00:45,  4.11it/s]

 50%|█████     | 186/370 [00:44<00:45,  4.04it/s]

 51%|█████     | 187/370 [00:44<00:45,  4.03it/s]

 51%|█████     | 188/370 [00:44<00:44,  4.05it/s]

 51%|█████     | 189/370 [00:44<00:46,  3.93it/s]

 51%|█████▏    | 190/370 [00:45<00:44,  4.02it/s]

 52%|█████▏    | 191/370 [00:45<00:42,  4.22it/s]

 52%|█████▏    | 192/370 [00:45<00:43,  4.09it/s]

 52%|█████▏    | 193/370 [00:45<00:44,  4.00it/s]

 52%|█████▏    | 194/370 [00:46<00:39,  4.41it/s]

 53%|█████▎    | 195/370 [00:46<00:41,  4.26it/s]

 53%|█████▎    | 196/370 [00:46<00:40,  4.33it/s]

 53%|█████▎    | 197/370 [00:46<00:39,  4.37it/s]

 54%|█████▎    | 198/370 [00:47<00:40,  4.28it/s]

 54%|█████▍    | 199/370 [00:47<00:39,  4.37it/s]

 54%|█████▍    | 200/370 [00:47<00:40,  4.24it/s]

 54%|█████▍    | 201/370 [00:47<00:39,  4.29it/s]

 55%|█████▍    | 202/370 [00:47<00:39,  4.21it/s]

 55%|█████▍    | 203/370 [00:48<00:39,  4.25it/s]

 55%|█████▌    | 204/370 [00:48<00:42,  3.90it/s]

 55%|█████▌    | 205/370 [00:48<00:40,  4.10it/s]

 56%|█████▌    | 206/370 [00:48<00:41,  3.92it/s]

 56%|█████▌    | 207/370 [00:49<00:43,  3.77it/s]

 56%|█████▌    | 208/370 [00:49<00:45,  3.58it/s]

 56%|█████▋    | 209/370 [00:49<00:43,  3.68it/s]

 57%|█████▋    | 210/370 [00:50<00:45,  3.53it/s]

 57%|█████▋    | 211/370 [00:50<00:46,  3.40it/s]

 57%|█████▋    | 212/370 [00:50<00:45,  3.48it/s]

 58%|█████▊    | 213/370 [00:51<00:45,  3.42it/s]

 58%|█████▊    | 214/370 [00:51<00:42,  3.65it/s]

 58%|█████▊    | 215/370 [00:51<00:42,  3.64it/s]

 58%|█████▊    | 216/370 [00:51<00:41,  3.75it/s]

 59%|█████▊    | 217/370 [00:52<00:40,  3.81it/s]

 59%|█████▉    | 218/370 [00:52<00:38,  3.92it/s]

 59%|█████▉    | 219/370 [00:52<00:39,  3.79it/s]

 59%|█████▉    | 220/370 [00:52<00:39,  3.79it/s]

 60%|█████▉    | 221/370 [00:53<00:40,  3.67it/s]

 60%|██████    | 222/370 [00:53<00:39,  3.77it/s]

 60%|██████    | 223/370 [00:53<00:40,  3.67it/s]

 61%|██████    | 224/370 [00:54<00:42,  3.45it/s]

 61%|██████    | 225/370 [00:54<00:44,  3.26it/s]

 61%|██████    | 226/370 [00:54<00:42,  3.39it/s]

 61%|██████▏   | 227/370 [00:54<00:42,  3.38it/s]

 62%|██████▏   | 228/370 [00:55<00:41,  3.39it/s]

 62%|██████▏   | 229/370 [00:55<00:41,  3.36it/s]

 62%|██████▏   | 230/370 [00:55<00:41,  3.39it/s]

 62%|██████▏   | 231/370 [00:56<00:39,  3.51it/s]

 63%|██████▎   | 232/370 [00:56<00:40,  3.39it/s]

 63%|██████▎   | 233/370 [00:56<00:41,  3.34it/s]

 63%|██████▎   | 234/370 [00:56<00:39,  3.43it/s]

 64%|██████▎   | 235/370 [00:57<00:37,  3.56it/s]

 64%|██████▍   | 236/370 [00:57<00:35,  3.73it/s]

 64%|██████▍   | 237/370 [00:57<00:35,  3.70it/s]

 64%|██████▍   | 238/370 [00:57<00:35,  3.76it/s]

 65%|██████▍   | 239/370 [00:58<00:35,  3.74it/s]

 65%|██████▍   | 240/370 [00:58<00:35,  3.62it/s]

 65%|██████▌   | 241/370 [00:58<00:35,  3.60it/s]

 65%|██████▌   | 242/370 [00:59<00:34,  3.71it/s]

 66%|██████▌   | 243/370 [00:59<00:36,  3.43it/s]

 66%|██████▌   | 244/370 [00:59<00:38,  3.24it/s]

 66%|██████▌   | 245/370 [01:00<00:37,  3.32it/s]

 66%|██████▋   | 246/370 [01:00<00:36,  3.42it/s]

 67%|██████▋   | 247/370 [01:00<00:32,  3.73it/s]

 67%|██████▋   | 248/370 [01:00<00:31,  3.88it/s]

 67%|██████▋   | 249/370 [01:01<00:31,  3.80it/s]

 68%|██████▊   | 250/370 [01:01<00:32,  3.65it/s]

 68%|██████▊   | 251/370 [01:01<00:32,  3.71it/s]

 68%|██████▊   | 252/370 [01:02<00:37,  3.12it/s]

 68%|██████▊   | 253/370 [01:02<00:35,  3.28it/s]

 69%|██████▊   | 254/370 [01:02<00:34,  3.36it/s]

 69%|██████▉   | 255/370 [01:02<00:33,  3.40it/s]

 69%|██████▉   | 256/370 [01:03<00:36,  3.15it/s]

 69%|██████▉   | 257/370 [01:03<00:35,  3.16it/s]

 70%|██████▉   | 258/370 [01:03<00:35,  3.16it/s]

 70%|███████   | 259/370 [01:04<00:35,  3.15it/s]

 70%|███████   | 260/370 [01:04<00:31,  3.44it/s]

 71%|███████   | 261/370 [01:04<00:31,  3.44it/s]

 71%|███████   | 262/370 [01:05<00:31,  3.44it/s]

 71%|███████   | 263/370 [01:05<00:32,  3.26it/s]

 71%|███████▏  | 264/370 [01:05<00:33,  3.14it/s]

 72%|███████▏  | 265/370 [01:06<00:33,  3.16it/s]

 72%|███████▏  | 266/370 [01:06<00:32,  3.17it/s]

 72%|███████▏  | 267/370 [01:06<00:32,  3.15it/s]

 72%|███████▏  | 268/370 [01:06<00:32,  3.15it/s]

 73%|███████▎  | 269/370 [01:07<00:32,  3.12it/s]

 73%|███████▎  | 270/370 [01:07<00:31,  3.16it/s]

 73%|███████▎  | 271/370 [01:07<00:31,  3.15it/s]

 74%|███████▎  | 272/370 [01:08<00:29,  3.35it/s]

 74%|███████▍  | 273/370 [01:08<00:29,  3.32it/s]

 74%|███████▍  | 274/370 [01:08<00:28,  3.39it/s]

 74%|███████▍  | 275/370 [01:09<00:29,  3.21it/s]

 75%|███████▍  | 276/370 [01:09<00:29,  3.21it/s]

 75%|███████▍  | 277/370 [01:09<00:29,  3.12it/s]

 75%|███████▌  | 278/370 [01:10<00:30,  3.05it/s]

 75%|███████▌  | 279/370 [01:10<00:29,  3.05it/s]

 76%|███████▌  | 280/370 [01:10<00:30,  2.91it/s]

 76%|███████▌  | 281/370 [01:11<00:29,  2.99it/s]

 76%|███████▌  | 282/370 [01:11<00:28,  3.13it/s]

 76%|███████▋  | 283/370 [01:11<00:27,  3.21it/s]

 77%|███████▋  | 284/370 [01:12<00:27,  3.15it/s]

 77%|███████▋  | 285/370 [01:12<00:28,  3.03it/s]

 77%|███████▋  | 286/370 [01:12<00:28,  2.98it/s]

 78%|███████▊  | 287/370 [01:13<00:27,  3.02it/s]

 78%|███████▊  | 288/370 [01:13<00:26,  3.06it/s]

 78%|███████▊  | 289/370 [01:13<00:24,  3.26it/s]

 78%|███████▊  | 290/370 [01:14<00:25,  3.12it/s]

 79%|███████▊  | 291/370 [01:14<00:25,  3.10it/s]

 79%|███████▉  | 292/370 [01:14<00:24,  3.17it/s]

 79%|███████▉  | 293/370 [01:14<00:24,  3.12it/s]

 79%|███████▉  | 294/370 [01:15<00:23,  3.21it/s]

 80%|███████▉  | 295/370 [01:15<00:23,  3.15it/s]

 80%|████████  | 296/370 [01:15<00:22,  3.24it/s]

 80%|████████  | 297/370 [01:16<00:23,  3.16it/s]

 81%|████████  | 298/370 [01:16<00:25,  2.82it/s]

 81%|████████  | 299/370 [01:16<00:24,  2.93it/s]

 81%|████████  | 300/370 [01:17<00:22,  3.08it/s]

 81%|████████▏ | 301/370 [01:17<00:22,  3.07it/s]

 82%|████████▏ | 302/370 [01:17<00:20,  3.24it/s]

 82%|████████▏ | 303/370 [01:18<00:20,  3.24it/s]

 82%|████████▏ | 304/370 [01:18<00:19,  3.31it/s]

 82%|████████▏ | 305/370 [01:18<00:20,  3.22it/s]

 83%|████████▎ | 306/370 [01:19<00:20,  3.20it/s]

 83%|████████▎ | 307/370 [01:19<00:19,  3.31it/s]

 83%|████████▎ | 308/370 [01:19<00:18,  3.40it/s]

 84%|████████▎ | 309/370 [01:19<00:18,  3.39it/s]

 84%|████████▍ | 310/370 [01:20<00:18,  3.22it/s]

 84%|████████▍ | 311/370 [01:20<00:18,  3.13it/s]

 84%|████████▍ | 312/370 [01:20<00:18,  3.10it/s]

 85%|████████▍ | 313/370 [01:21<00:18,  3.16it/s]

 85%|████████▍ | 314/370 [01:21<00:16,  3.34it/s]

 85%|████████▌ | 315/370 [01:21<00:16,  3.40it/s]

 85%|████████▌ | 316/370 [01:22<00:16,  3.32it/s]

 86%|████████▌ | 317/370 [01:22<00:16,  3.25it/s]

 86%|████████▌ | 318/370 [01:22<00:16,  3.11it/s]

 86%|████████▌ | 319/370 [01:23<00:15,  3.21it/s]

 86%|████████▋ | 320/370 [01:23<00:16,  3.10it/s]

 87%|████████▋ | 321/370 [01:23<00:15,  3.16it/s]

 87%|████████▋ | 322/370 [01:24<00:14,  3.27it/s]

 87%|████████▋ | 323/370 [01:24<00:14,  3.17it/s]

 88%|████████▊ | 324/370 [01:24<00:13,  3.32it/s]

 88%|████████▊ | 325/370 [01:24<00:13,  3.30it/s]

 88%|████████▊ | 326/370 [01:25<00:13,  3.21it/s]

 88%|████████▊ | 327/370 [01:25<00:13,  3.24it/s]

 89%|████████▊ | 328/370 [01:25<00:11,  3.50it/s]

 89%|████████▉ | 329/370 [01:26<00:12,  3.34it/s]

 89%|████████▉ | 330/370 [01:26<00:12,  3.23it/s]

 89%|████████▉ | 331/370 [01:26<00:12,  3.19it/s]

 90%|████████▉ | 332/370 [01:27<00:11,  3.23it/s]

 90%|█████████ | 333/370 [01:27<00:11,  3.27it/s]

 90%|█████████ | 334/370 [01:27<00:10,  3.29it/s]

 91%|█████████ | 335/370 [01:27<00:10,  3.45it/s]

 91%|█████████ | 336/370 [01:28<00:09,  3.53it/s]

 91%|█████████ | 337/370 [01:28<00:09,  3.50it/s]

 91%|█████████▏| 338/370 [01:28<00:09,  3.41it/s]

 92%|█████████▏| 339/370 [01:29<00:09,  3.44it/s]

 92%|█████████▏| 340/370 [01:29<00:08,  3.35it/s]

 92%|█████████▏| 341/370 [01:29<00:08,  3.47it/s]

 92%|█████████▏| 342/370 [01:29<00:07,  3.58it/s]

 93%|█████████▎| 343/370 [01:30<00:07,  3.69it/s]

 93%|█████████▎| 344/370 [01:30<00:07,  3.42it/s]

 93%|█████████▎| 345/370 [01:30<00:07,  3.17it/s]

 94%|█████████▎| 346/370 [01:31<00:07,  3.00it/s]

 94%|█████████▍| 347/370 [01:31<00:07,  2.94it/s]

 94%|█████████▍| 348/370 [01:31<00:07,  3.09it/s]

 94%|█████████▍| 349/370 [01:32<00:06,  3.06it/s]

 95%|█████████▍| 350/370 [01:32<00:06,  3.18it/s]

 95%|█████████▍| 351/370 [01:32<00:06,  3.04it/s]

 95%|█████████▌| 352/370 [01:33<00:06,  2.86it/s]

 95%|█████████▌| 353/370 [01:33<00:05,  2.96it/s]

 96%|█████████▌| 354/370 [01:33<00:05,  2.96it/s]

 96%|█████████▌| 355/370 [01:34<00:04,  3.16it/s]

 96%|█████████▌| 356/370 [01:34<00:04,  3.27it/s]

 96%|█████████▋| 357/370 [01:34<00:03,  3.39it/s]

 97%|█████████▋| 358/370 [01:34<00:03,  3.64it/s]

 97%|█████████▋| 359/370 [01:35<00:03,  3.48it/s]

 97%|█████████▋| 360/370 [01:35<00:02,  3.39it/s]

 98%|█████████▊| 361/370 [01:35<00:02,  3.47it/s]

 98%|█████████▊| 362/370 [01:36<00:02,  3.52it/s]

 98%|█████████▊| 363/370 [01:36<00:01,  3.91it/s]

 98%|█████████▊| 364/370 [01:36<00:01,  3.56it/s]

 99%|█████████▊| 365/370 [01:36<00:01,  3.71it/s]

 99%|█████████▉| 366/370 [01:37<00:01,  3.70it/s]

 99%|█████████▉| 367/370 [01:37<00:00,  3.73it/s]

 99%|█████████▉| 368/370 [01:37<00:00,  3.76it/s]

100%|█████████▉| 369/370 [01:38<00:00,  3.66it/s]

100%|██████████| 370/370 [01:38<00:00,  3.91it/s]
                                                         

                                                 

 58%|█████▊    | 11500/19900 [5:51:11<4:03:24,  1.74s/it]

100%|██████████| 370/370 [02:05<00:00,  3.91it/s]

                                                 Saving model checkpoint to ./checkpoint-11500
Configuration saved in ./checkpoint-11500/config.json
Model weights saved in ./checkpoint-11500/pytorch_model.bin
Configuration saved in ./checkpoint-11500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-10000] due to args.save_total_limit

 58%|█████▊    | 11501/19900 [5:52:34<148:23:47, 63.61s/it]
 58%|█████▊    | 11502/19900 [5:52:36<105:02:05, 45.03s/it]
 58%|█████▊    | 11503/19900 [5:52:37<74:33:40, 31.97s/it] 
 58%|█████▊    | 11504/19900 [5:52:39<53:12:39, 22.82s/it]
 58%|█████▊    | 11505/19900 [5:52:40<38:16:02, 16.41s/it]
 58%|█████▊    | 11506/19900 [5:52:41<27:47:36, 11.92s/it]
 58%|█████▊    | 11507/19900 [5:52:43<20:26:24,  8.77s/it]
 58%|█████▊    | 11508/19900 [5:52:44<15:21:56,  6.59s/it]
 58%|█████▊    | 11509/19900 [5:52:46<11:53:02,  5.10s/it]
 58%|█████▊    | 11510/19900 [5:52:48<9:21:22,  4.01s/it] 
 58%|█████▊    | 11511/19900 [5:52:49<7:33:37,  3.24s/it]
 58%|█████▊    | 11512/19900 [5:52:50<6:18:53,  2.71s/it]
 58%|█████▊    | 11513/19900 [5:52:52<5:24:46,  2.32s/it]
 58%|█████▊    | 11514/19900 [5:52:53<4:48:29,  2.06s/it]
 58%|█████▊    | 11515/19900 [5:52:55<4:20:12,  1.86s/it]
 58%|█████▊    | 11516/19900 [5:52:56<3:59:51,  1.72s/it]
 58%|█████▊    | 11517/19900 [5:52:57<3:47:11,  1.63s/it]
 58%|█████▊    | 11518/19900 [5:52:59<3:37:00,  1.55s/it]
 58%|█████▊    | 11519/19900 [5:53:00<3:27:21,  1.48s/it]
 58%|█████▊    | 11520/19900 [5:53:01<3:18:44,  1.42s/it]
 58%|█████▊    | 11521/19900 [5:53:03<3:13:18,  1.38s/it]
 58%|█████▊    | 11522/19900 [5:53:04<3:10:15,  1.36s/it]
 58%|█████▊    | 11523/19900 [5:53:05<3:04:39,  1.32s/it]
 58%|█████▊    | 11524/19900 [5:53:07<3:01:26,  1.30s/it]
 58%|█████▊    | 11525/19900 [5:53:08<2:58:14,  1.28s/it]
 58%|█████▊    | 11526/19900 [5:53:09<2:56:15,  1.26s/it]
 58%|█████▊    | 11527/19900 [5:53:10<2:54:53,  1.25s/it]
 58%|█████▊    | 11528/19900 [5:53:11<2:54:14,  1.25s/it]
 58%|█████▊    | 11529/19900 [5:53:13<2:53:09,  1.24s/it]
 58%|█████▊    | 11530/19900 [5:53:14<2:50:51,  1.22s/it]
 58%|█████▊    | 11531/19900 [5:53:15<2:47:17,  1.20s/it]
 58%|█████▊    | 11532/19900 [5:53:16<2:47:47,  1.20s/it]
 58%|█████▊    | 11533/19900 [5:53:17<2:43:17,  1.17s/it]
 58%|█████▊    | 11534/19900 [5:53:18<2:39:31,  1.14s/it]
 58%|█████▊    | 11535/19900 [5:53:20<2:36:45,  1.12s/it]
 58%|█████▊    | 11536/19900 [5:53:21<2:33:07,  1.10s/it]
 58%|█████▊    | 11537/19900 [5:53:22<2:28:10,  1.06s/it]
 58%|█████▊    | 11538/19900 [5:53:22<2:23:22,  1.03s/it]
 58%|█████▊    | 11539/19900 [5:53:23<2:18:11,  1.01it/s]
 58%|█████▊    | 11540/19900 [5:53:25<2:54:37,  1.25s/it]
 58%|█████▊    | 11541/19900 [5:53:27<3:02:28,  1.31s/it]
 58%|█████▊    | 11542/19900 [5:53:28<3:05:59,  1.34s/it]
 58%|█████▊    | 11543/19900 [5:53:31<4:09:40,  1.79s/it]
 58%|█████▊    | 11544/19900 [5:53:33<4:22:03,  1.88s/it]
 58%|█████▊    | 11545/19900 [5:53:35<4:26:58,  1.92s/it]
 58%|█████▊    | 11546/19900 [5:53:37<4:28:00,  1.92s/it]
 58%|█████▊    | 11547/19900 [5:53:39<4:24:34,  1.90s/it]
 58%|█████▊    | 11548/19900 [5:53:41<4:20:54,  1.87s/it]
 58%|█████▊    | 11549/19900 [5:53:42<4:15:08,  1.83s/it]
 58%|█████▊    | 11550/19900 [5:53:44<4:10:05,  1.80s/it]
 58%|█████▊    | 11551/19900 [5:53:46<4:09:18,  1.79s/it]
 58%|█████▊    | 11552/19900 [5:53:48<4:03:35,  1.75s/it]
 58%|█████▊    | 11553/19900 [5:53:49<3:59:54,  1.72s/it]
 58%|█████▊    | 11554/19900 [5:53:51<3:56:08,  1.70s/it]
 58%|█████▊    | 11555/19900 [5:53:52<3:54:50,  1.69s/it]
 58%|█████▊    | 11556/19900 [5:53:54<3:50:08,  1.65s/it]
 58%|█████▊    | 11557/19900 [5:53:56<3:47:08,  1.63s/it]
 58%|█████▊    | 11558/19900 [5:53:57<3:44:25,  1.61s/it]
 58%|█████▊    | 11559/19900 [5:53:59<3:41:21,  1.59s/it]
 58%|█████▊    | 11560/19900 [5:54:00<3:37:49,  1.57s/it]
 58%|█████▊    | 11561/19900 [5:54:02<3:36:01,  1.55s/it]
 58%|█████▊    | 11562/19900 [5:54:03<3:33:17,  1.53s/it]
 58%|█████▊    | 11563/19900 [5:54:05<3:33:00,  1.53s/it]
 58%|█████▊    | 11564/19900 [5:54:06<3:32:07,  1.53s/it]
 58%|█████▊    | 11565/19900 [5:54:08<3:29:09,  1.51s/it]
 58%|█████▊    | 11566/19900 [5:54:09<3:24:51,  1.47s/it]
 58%|█████▊    | 11567/19900 [5:54:11<3:22:56,  1.46s/it]
 58%|█████▊    | 11568/19900 [5:54:12<3:20:18,  1.44s/it]
 58%|█████▊    | 11569/19900 [5:54:13<3:16:33,  1.42s/it]
 58%|█████▊    | 11570/19900 [5:54:15<3:12:01,  1.38s/it]
 58%|█████▊    | 11571/19900 [5:54:16<3:09:06,  1.36s/it]
 58%|█████▊    | 11572/19900 [5:54:17<3:08:27,  1.36s/it]
 58%|█████▊    | 11573/19900 [5:54:19<3:05:54,  1.34s/it]
 58%|█████▊    | 11574/19900 [5:54:20<3:03:28,  1.32s/it]
 58%|█████▊    | 11575/19900 [5:54:21<3:00:21,  1.30s/it]
 58%|█████▊    | 11576/19900 [5:54:22<2:57:05,  1.28s/it]
 58%|█████▊    | 11577/19900 [5:54:24<2:54:46,  1.26s/it]
 58%|█████▊    | 11578/19900 [5:54:25<2:52:22,  1.24s/it]
 58%|█████▊    | 11579/19900 [5:54:26<2:49:18,  1.22s/it]
 58%|█████▊    | 11580/19900 [5:54:27<2:47:21,  1.21s/it]
 58%|█████▊    | 11581/19900 [5:54:28<2:46:05,  1.20s/it]
 58%|█████▊    | 11582/19900 [5:54:29<2:42:34,  1.17s/it]
 58%|█████▊    | 11583/19900 [5:54:31<2:39:00,  1.15s/it]
 58%|█████▊    | 11584/19900 [5:54:32<2:36:17,  1.13s/it]
 58%|█████▊    | 11585/19900 [5:54:33<2:34:17,  1.11s/it]
 58%|█████▊    | 11586/19900 [5:54:34<2:31:24,  1.09s/it]
 58%|█████▊    | 11587/19900 [5:54:35<2:30:11,  1.08s/it]
 58%|█████▊    | 11588/19900 [5:54:36<2:29:29,  1.08s/it]
 58%|█████▊    | 11589/19900 [5:54:37<2:25:55,  1.05s/it]
 58%|█████▊    | 11590/19900 [5:54:38<2:21:50,  1.02s/it]
 58%|█████▊    | 11591/19900 [5:54:39<2:16:11,  1.02it/s]
 58%|█████▊    | 11592/19900 [5:54:41<3:15:11,  1.41s/it]
 58%|█████▊    | 11593/19900 [5:54:43<3:51:31,  1.67s/it]
 58%|█████▊    | 11594/19900 [5:54:45<4:06:31,  1.78s/it]
 58%|█████▊    | 11595/19900 [5:54:48<4:19:26,  1.87s/it]
 58%|█████▊    | 11596/19900 [5:54:49<4:23:48,  1.91s/it]
 58%|█████▊    | 11597/19900 [5:54:51<4:20:25,  1.88s/it]
 58%|█████▊    | 11598/19900 [5:54:53<4:14:14,  1.84s/it]
 58%|█████▊    | 11599/19900 [5:54:55<4:09:19,  1.80s/it]
 58%|█████▊    | 11600/19900 [5:54:56<4:04:01,  1.76s/it]
                                                         

 58%|█████▊    | 11600/19900 [5:54:56<4:04:01,  1.76s/it]
 58%|█████▊    | 11601/19900 [5:54:58<3:59:36,  1.73s/it]
 58%|█████▊    | 11602/19900 [5:55:00<3:56:17,  1.71s/it]
 58%|█████▊    | 11603/19900 [5:55:01<3:54:46,  1.70s/it]
 58%|█████▊    | 11604/19900 [5:55:03<3:52:48,  1.68s/it]
 58%|█████▊    | 11605/19900 [5:55:05<3:46:55,  1.64s/it]
 58%|█████▊    | 11606/19900 [5:55:06<3:43:53,  1.62s/it]
 58%|█████▊    | 11607/19900 [5:55:08<3:39:56,  1.59s/it]
 58%|█████▊    | 11608/19900 [5:55:09<3:37:06,  1.57s/it]
 58%|█████▊    | 11609/19900 [5:55:11<3:34:23,  1.55s/it]
 58%|█████▊    | 11610/19900 [5:55:12<3:31:57,  1.53s/it]
 58%|█████▊    | 11611/19900 [5:55:14<3:29:05,  1.51s/it]
 58%|█████▊    | 11612/19900 [5:55:15<3:27:38,  1.50s/it]
 58%|█████▊    | 11613/19900 [5:55:17<3:27:58,  1.51s/it]
 58%|█████▊    | 11614/19900 [5:55:18<3:24:02,  1.48s/it]
 58%|█████▊    | 11615/19900 [5:55:20<3:22:59,  1.47s/it]
 58%|█████▊    | 11616/19900 [5:55:21<3:20:44,  1.45s/it]
 58%|█████▊    | 11617/19900 [5:55:22<3:18:05,  1.43s/it]
 58%|█████▊    | 11618/19900 [5:55:24<3:14:21,  1.41s/it]
 58%|█████▊    | 11619/19900 [5:55:25<3:10:30,  1.38s/it]
 58%|█████▊    | 11620/19900 [5:55:26<3:08:02,  1.36s/it]
 58%|█████▊    | 11621/19900 [5:55:28<3:03:07,  1.33s/it]
 58%|█████▊    | 11622/19900 [5:55:29<2:57:50,  1.29s/it]
 58%|█████▊    | 11623/19900 [5:55:30<2:53:23,  1.26s/it]
 58%|█████▊    | 11624/19900 [5:55:31<2:49:29,  1.23s/it]
 58%|█████▊    | 11625/19900 [5:55:32<2:49:56,  1.23s/it]
 58%|█████▊    | 11626/19900 [5:55:34<2:49:44,  1.23s/it]
 58%|█████▊    | 11627/19900 [5:55:35<2:48:50,  1.22s/it]
 58%|█████▊    | 11628/19900 [5:55:36<2:48:16,  1.22s/it]
 58%|█████▊    | 11629/19900 [5:55:37<2:48:49,  1.22s/it]
 58%|█████▊    | 11630/19900 [5:55:38<2:47:04,  1.21s/it]
 58%|█████▊    | 11631/19900 [5:55:40<2:45:46,  1.20s/it]
 58%|█████▊    | 11632/19900 [5:55:41<2:43:33,  1.19s/it]
 58%|█████▊    | 11633/19900 [5:55:42<2:43:02,  1.18s/it]
 58%|█████▊    | 11634/19900 [5:55:43<2:37:56,  1.15s/it]
 58%|█████▊    | 11635/19900 [5:55:44<2:34:29,  1.12s/it]
 58%|█████▊    | 11636/19900 [5:55:45<2:31:00,  1.10s/it]
 58%|█████▊    | 11637/19900 [5:55:46<2:27:25,  1.07s/it]
 58%|█████▊    | 11638/19900 [5:55:47<2:23:50,  1.04s/it]
 58%|█████▊    | 11639/19900 [5:55:48<2:19:54,  1.02s/it]
 58%|█████▊    | 11640/19900 [5:55:49<2:16:17,  1.01it/s]
 58%|█████▊    | 11641/19900 [5:55:51<3:12:11,  1.40s/it]
 59%|█████▊    | 11642/19900 [5:55:53<3:43:21,  1.62s/it]
 59%|█████▊    | 11643/19900 [5:55:55<3:59:11,  1.74s/it]
 59%|█████▊    | 11644/19900 [5:55:57<4:08:40,  1.81s/it]
 59%|█████▊    | 11645/19900 [5:55:59<4:09:19,  1.81s/it]
 59%|█████▊    | 11646/19900 [5:56:01<4:07:54,  1.80s/it]
 59%|█████▊    | 11647/19900 [5:56:03<4:05:08,  1.78s/it]
 59%|█████▊    | 11648/19900 [5:56:04<4:01:52,  1.76s/it]
 59%|█████▊    | 11649/19900 [5:56:06<3:58:07,  1.73s/it]
 59%|█████▊    | 11650/19900 [5:56:08<3:55:34,  1.71s/it]
 59%|█████▊    | 11651/19900 [5:56:10<3:54:25,  1.71s/it]
 59%|█████▊    | 11652/19900 [5:56:11<3:52:58,  1.69s/it]
 59%|█████▊    | 11653/19900 [5:56:13<3:48:56,  1.67s/it]
 59%|█████▊    | 11654/19900 [5:56:14<3:47:34,  1.66s/it]
 59%|█████▊    | 11655/19900 [5:56:16<3:43:16,  1.62s/it]
 59%|█████▊    | 11656/19900 [5:56:18<3:43:12,  1.62s/it]
 59%|█████▊    | 11657/19900 [5:56:19<3:40:34,  1.61s/it]
 59%|█████▊    | 11658/19900 [5:56:21<3:37:36,  1.58s/it]
 59%|█████▊    | 11659/19900 [5:56:22<3:33:33,  1.55s/it]
 59%|█████▊    | 11660/19900 [5:56:24<3:30:15,  1.53s/it]
 59%|█████▊    | 11661/19900 [5:56:25<3:27:33,  1.51s/it]
 59%|█████▊    | 11662/19900 [5:56:27<3:27:27,  1.51s/it]
 59%|█████▊    | 11663/19900 [5:56:28<3:24:59,  1.49s/it]
 59%|█████▊    | 11664/19900 [5:56:29<3:21:54,  1.47s/it]
 59%|█████▊    | 11665/19900 [5:56:31<3:19:16,  1.45s/it]
 59%|█████▊    | 11666/19900 [5:56:32<3:18:43,  1.45s/it]
 59%|█████▊    | 11667/19900 [5:56:34<3:15:51,  1.43s/it]
 59%|█████▊    | 11668/19900 [5:56:35<3:14:53,  1.42s/it]
 59%|█████▊    | 11669/19900 [5:56:36<3:10:22,  1.39s/it]
 59%|█████▊    | 11670/19900 [5:56:38<3:08:05,  1.37s/it]
 59%|█████▊    | 11671/19900 [5:56:39<3:04:31,  1.35s/it]
 59%|█████▊    | 11672/19900 [5:56:40<3:03:51,  1.34s/it]
 59%|█████▊    | 11673/19900 [5:56:42<3:02:02,  1.33s/it]
 59%|█████▊    | 11674/19900 [5:56:43<2:57:46,  1.30s/it]
 59%|█████▊    | 11675/19900 [5:56:44<2:54:45,  1.27s/it]
 59%|█████▊    | 11676/19900 [5:56:45<2:51:36,  1.25s/it]
 59%|█████▊    | 11677/19900 [5:56:47<2:50:20,  1.24s/it]
 59%|█████▊    | 11678/19900 [5:56:48<2:48:19,  1.23s/it]
 59%|█████▊    | 11679/19900 [5:56:49<2:48:06,  1.23s/it]
 59%|█████▊    | 11680/19900 [5:56:50<2:45:41,  1.21s/it]
 59%|█████▊    | 11681/19900 [5:56:51<2:44:27,  1.20s/it]
 59%|█████▊    | 11682/19900 [5:56:52<2:41:19,  1.18s/it]
 59%|█████▊    | 11683/19900 [5:56:54<2:36:45,  1.14s/it]
 59%|█████▊    | 11684/19900 [5:56:55<2:35:12,  1.13s/it]
 59%|█████▊    | 11685/19900 [5:56:56<2:32:47,  1.12s/it]
 59%|█████▊    | 11686/19900 [5:56:57<2:28:53,  1.09s/it]
 59%|█████▊    | 11687/19900 [5:56:58<2:27:29,  1.08s/it]
 59%|█████▊    | 11688/19900 [5:56:59<2:24:10,  1.05s/it]
 59%|█████▊    | 11689/19900 [5:57:00<2:19:48,  1.02s/it]
 59%|█████▊    | 11690/19900 [5:57:02<3:15:21,  1.43s/it]
 59%|█████▊    | 11691/19900 [5:57:04<3:45:29,  1.65s/it]
 59%|█████▉    | 11692/19900 [5:57:06<3:57:25,  1.74s/it]
 59%|█████▉    | 11693/19900 [5:57:08<4:09:15,  1.82s/it]
 59%|█████▉    | 11694/19900 [5:57:10<4:10:27,  1.83s/it]
 59%|█████▉    | 11695/19900 [5:57:12<4:11:34,  1.84s/it]
 59%|█████▉    | 11696/19900 [5:57:14<4:08:42,  1.82s/it]
 59%|█████▉    | 11697/19900 [5:57:15<4:02:46,  1.78s/it]
 59%|█████▉    | 11698/19900 [5:57:17<3:58:36,  1.75s/it]
 59%|█████▉    | 11699/19900 [5:57:19<3:56:56,  1.73s/it]
 59%|█████▉    | 11700/19900 [5:57:20<3:53:33,  1.71s/it]
                                                         

 59%|█████▉    | 11700/19900 [5:57:20<3:53:33,  1.71s/it]
 59%|█████▉    | 11701/19900 [5:57:22<3:50:53,  1.69s/it]
 59%|█████▉    | 11702/19900 [5:57:24<3:48:05,  1.67s/it]
 59%|█████▉    | 11703/19900 [5:57:25<3:44:02,  1.64s/it]
 59%|█████▉    | 11704/19900 [5:57:27<3:40:44,  1.62s/it]
 59%|█████▉    | 11705/19900 [5:57:28<3:39:22,  1.61s/it]
 59%|█████▉    | 11706/19900 [5:57:30<3:40:22,  1.61s/it]
 59%|█████▉    | 11707/19900 [5:57:32<3:46:15,  1.66s/it]
 59%|█████▉    | 11708/19900 [5:57:33<3:40:29,  1.61s/it]
 59%|█████▉    | 11709/19900 [5:57:35<3:39:08,  1.61s/it]
 59%|█████▉    | 11710/19900 [5:57:36<3:32:36,  1.56s/it]
 59%|█████▉    | 11711/19900 [5:57:38<3:26:07,  1.51s/it]
 59%|█████▉    | 11712/19900 [5:57:39<3:23:11,  1.49s/it]
 59%|█████▉    | 11713/19900 [5:57:41<3:22:17,  1.48s/it]
 59%|█████▉    | 11714/19900 [5:57:42<3:21:30,  1.48s/it]
 59%|█████▉    | 11715/19900 [5:57:44<3:19:38,  1.46s/it]
 59%|█████▉    | 11716/19900 [5:57:45<3:19:04,  1.46s/it]
 59%|█████▉    | 11717/19900 [5:57:46<3:17:32,  1.45s/it]
 59%|█████▉    | 11718/19900 [5:57:48<3:11:03,  1.40s/it]
 59%|█████▉    | 11719/19900 [5:57:49<3:05:39,  1.36s/it]
 59%|█████▉    | 11720/19900 [5:57:50<3:01:46,  1.33s/it]
 59%|█████▉    | 11721/19900 [5:57:51<2:58:49,  1.31s/it]
 59%|█████▉    | 11722/19900 [5:57:53<2:57:40,  1.30s/it]
 59%|█████▉    | 11723/19900 [5:57:54<2:55:55,  1.29s/it]
 59%|█████▉    | 11724/19900 [5:57:55<2:52:41,  1.27s/it]
 59%|█████▉    | 11725/19900 [5:57:56<2:50:01,  1.25s/it]
 59%|█████▉    | 11726/19900 [5:57:58<2:50:17,  1.25s/it]
 59%|█████▉    | 11727/19900 [5:57:59<2:48:12,  1.23s/it]
 59%|█████▉    | 11728/19900 [5:58:00<2:47:18,  1.23s/it]
 59%|█████▉    | 11729/19900 [5:58:01<2:43:19,  1.20s/it]
 59%|█████▉    | 11730/19900 [5:58:02<2:43:56,  1.20s/it]
 59%|█████▉    | 11731/19900 [5:58:04<2:40:43,  1.18s/it]
 59%|█████▉    | 11732/19900 [5:58:05<2:37:46,  1.16s/it]
 59%|█████▉    | 11733/19900 [5:58:06<2:33:11,  1.13s/it]
 59%|█████▉    | 11734/19900 [5:58:07<2:28:43,  1.09s/it]
 59%|█████▉    | 11735/19900 [5:58:08<2:24:00,  1.06s/it]
 59%|█████▉    | 11736/19900 [5:58:09<2:20:27,  1.03s/it]
 59%|█████▉    | 11737/19900 [5:58:10<2:16:27,  1.00s/it]
 59%|█████▉    | 11738/19900 [5:58:11<2:11:51,  1.03it/s]
 59%|█████▉    | 11739/19900 [5:58:12<2:44:30,  1.21s/it]
 59%|█████▉    | 11740/19900 [5:58:14<2:52:48,  1.27s/it]
 59%|█████▉    | 11741/19900 [5:58:15<2:52:02,  1.27s/it]
 59%|█████▉    | 11742/19900 [5:58:18<3:51:52,  1.71s/it]
 59%|█████▉    | 11743/19900 [5:58:20<4:10:14,  1.84s/it]
 59%|█████▉    | 11744/19900 [5:58:22<4:13:25,  1.86s/it]
 59%|█████▉    | 11745/19900 [5:58:24<4:15:24,  1.88s/it]
 59%|█████▉    | 11746/19900 [5:58:26<4:15:42,  1.88s/it]
 59%|█████▉    | 11747/19900 [5:58:27<4:14:48,  1.88s/it]
 59%|█████▉    | 11748/19900 [5:58:29<4:10:53,  1.85s/it]
 59%|█████▉    | 11749/19900 [5:58:31<4:05:10,  1.80s/it]
 59%|█████▉    | 11750/19900 [5:58:33<3:59:20,  1.76s/it]
 59%|█████▉    | 11751/19900 [5:58:34<3:53:56,  1.72s/it]
 59%|█████▉    | 11752/19900 [5:58:36<3:49:38,  1.69s/it]
 59%|█████▉    | 11753/19900 [5:58:38<3:48:49,  1.69s/it]
 59%|█████▉    | 11754/19900 [5:58:39<3:44:02,  1.65s/it]
 59%|█████▉    | 11755/19900 [5:58:41<3:43:10,  1.64s/it]
 59%|█████▉    | 11756/19900 [5:58:42<3:39:54,  1.62s/it]
 59%|█████▉    | 11757/19900 [5:58:44<3:35:36,  1.59s/it]
 59%|█████▉    | 11758/19900 [5:58:45<3:32:40,  1.57s/it]
 59%|█████▉    | 11759/19900 [5:58:47<3:30:10,  1.55s/it]
 59%|█████▉    | 11760/19900 [5:58:48<3:26:23,  1.52s/it]
 59%|█████▉    | 11761/19900 [5:58:50<3:23:20,  1.50s/it]
 59%|█████▉    | 11762/19900 [5:58:51<3:21:42,  1.49s/it]
 59%|█████▉    | 11763/19900 [5:58:53<3:20:02,  1.47s/it]
 59%|█████▉    | 11764/19900 [5:58:54<3:18:13,  1.46s/it]
 59%|█████▉    | 11765/19900 [5:58:55<3:16:20,  1.45s/it]
 59%|█████▉    | 11766/19900 [5:58:57<3:14:12,  1.43s/it]
 59%|█████▉    | 11767/19900 [5:58:58<3:11:56,  1.42s/it]
 59%|█████▉    | 11768/19900 [5:59:00<3:06:53,  1.38s/it]
 59%|█████▉    | 11769/19900 [5:59:01<3:04:25,  1.36s/it]
 59%|█████▉    | 11770/19900 [5:59:02<3:01:23,  1.34s/it]
 59%|█████▉    | 11771/19900 [5:59:03<2:59:07,  1.32s/it]
 59%|█████▉    | 11772/19900 [5:59:05<2:56:29,  1.30s/it]
 59%|█████▉    | 11773/19900 [5:59:06<2:53:52,  1.28s/it]
 59%|█████▉    | 11774/19900 [5:59:07<2:52:33,  1.27s/it]
 59%|█████▉    | 11775/19900 [5:59:08<2:50:31,  1.26s/it]
 59%|█████▉    | 11776/19900 [5:59:10<2:50:16,  1.26s/it]
 59%|█████▉    | 11777/19900 [5:59:11<2:49:15,  1.25s/it]
 59%|█████▉    | 11778/19900 [5:59:12<2:48:54,  1.25s/it]
 59%|█████▉    | 11779/19900 [5:59:13<2:47:12,  1.24s/it]
 59%|█████▉    | 11780/19900 [5:59:15<2:46:17,  1.23s/it]
 59%|█████▉    | 11781/19900 [5:59:16<2:44:27,  1.22s/it]
 59%|█████▉    | 11782/19900 [5:59:17<2:40:56,  1.19s/it]
 59%|█████▉    | 11783/19900 [5:59:18<2:35:32,  1.15s/it]
 59%|█████▉    | 11784/19900 [5:59:19<2:31:09,  1.12s/it]
 59%|█████▉    | 11785/19900 [5:59:20<2:29:03,  1.10s/it]
 59%|█████▉    | 11786/19900 [5:59:21<2:26:06,  1.08s/it]
 59%|█████▉    | 11787/19900 [5:59:22<2:22:28,  1.05s/it]
 59%|█████▉    | 11788/19900 [5:59:23<2:19:54,  1.03s/it]
 59%|█████▉    | 11789/19900 [5:59:24<2:16:52,  1.01s/it]
 59%|█████▉    | 11790/19900 [5:59:25<2:14:20,  1.01it/s]
 59%|█████▉    | 11791/19900 [5:59:27<3:11:04,  1.41s/it]
 59%|█████▉    | 11792/19900 [5:59:29<3:39:29,  1.62s/it]
 59%|█████▉    | 11793/19900 [5:59:31<3:56:15,  1.75s/it]
 59%|█████▉    | 11794/19900 [5:59:33<4:04:19,  1.81s/it]
 59%|█████▉    | 11795/19900 [5:59:35<4:05:16,  1.82s/it]
 59%|█████▉    | 11796/19900 [5:59:37<4:04:45,  1.81s/it]
 59%|█████▉    | 11797/19900 [5:59:39<4:04:12,  1.81s/it]
 59%|█████▉    | 11798/19900 [5:59:41<3:59:51,  1.78s/it]
 59%|█████▉    | 11799/19900 [5:59:42<3:57:33,  1.76s/it]
 59%|█████▉    | 11800/19900 [5:59:44<3:54:28,  1.74s/it]
                                                         

 59%|█████▉    | 11800/19900 [5:59:44<3:54:28,  1.74s/it]
 59%|█████▉    | 11801/19900 [5:59:46<3:51:25,  1.71s/it]
 59%|█████▉    | 11802/19900 [5:59:47<3:48:40,  1.69s/it]
 59%|█████▉    | 11803/19900 [5:59:49<3:44:52,  1.67s/it]
 59%|█████▉    | 11804/19900 [5:59:51<3:43:05,  1.65s/it]
 59%|█████▉    | 11805/19900 [5:59:52<3:41:26,  1.64s/it]
 59%|█████▉    | 11806/19900 [5:59:54<3:38:25,  1.62s/it]
 59%|█████▉    | 11807/19900 [5:59:55<3:34:50,  1.59s/it]
 59%|█████▉    | 11808/19900 [5:59:57<3:32:28,  1.58s/it]
 59%|█████▉    | 11809/19900 [5:59:58<3:29:01,  1.55s/it]
 59%|█████▉    | 11810/19900 [6:00:00<3:27:10,  1.54s/it]
 59%|█████▉    | 11811/19900 [6:00:01<3:23:39,  1.51s/it]
 59%|█████▉    | 11812/19900 [6:00:03<3:20:36,  1.49s/it]
 59%|█████▉    | 11813/19900 [6:00:04<3:19:41,  1.48s/it]
 59%|█████▉    | 11814/19900 [6:00:06<3:18:50,  1.48s/it]
 59%|█████▉    | 11815/19900 [6:00:07<3:18:39,  1.47s/it]
 59%|█████▉    | 11816/19900 [6:00:08<3:16:47,  1.46s/it]
 59%|█████▉    | 11817/19900 [6:00:10<3:13:40,  1.44s/it]
 59%|█████▉    | 11818/19900 [6:00:11<3:09:58,  1.41s/it]
 59%|█████▉    | 11819/19900 [6:00:13<3:05:42,  1.38s/it]
 59%|█████▉    | 11820/19900 [6:00:14<3:04:50,  1.37s/it]
 59%|█████▉    | 11821/19900 [6:00:15<3:01:02,  1.34s/it]
 59%|█████▉    | 11822/19900 [6:00:16<2:59:34,  1.33s/it]
 59%|█████▉    | 11823/19900 [6:00:18<2:55:41,  1.31s/it]
 59%|█████▉    | 11824/19900 [6:00:19<2:54:33,  1.30s/it]
 59%|█████▉    | 11825/19900 [6:00:20<2:52:29,  1.28s/it]
 59%|█████▉    | 11826/19900 [6:00:22<2:52:58,  1.29s/it]
 59%|█████▉    | 11827/19900 [6:00:23<2:50:58,  1.27s/it]
 59%|█████▉    | 11828/19900 [6:00:24<2:49:15,  1.26s/it]
 59%|█████▉    | 11829/19900 [6:00:25<2:47:33,  1.25s/it]
 59%|█████▉    | 11830/19900 [6:00:26<2:43:54,  1.22s/it]
 59%|█████▉    | 11831/19900 [6:00:27<2:41:10,  1.20s/it]
 59%|█████▉    | 11832/19900 [6:00:29<2:36:41,  1.17s/it]
 59%|█████▉    | 11833/19900 [6:00:30<2:34:04,  1.15s/it]
 59%|█████▉    | 11834/19900 [6:00:31<2:32:36,  1.14s/it]
 59%|█████▉    | 11835/19900 [6:00:32<2:29:35,  1.11s/it]
 59%|█████▉    | 11836/19900 [6:00:33<2:26:34,  1.09s/it]
 59%|█████▉    | 11837/19900 [6:00:34<2:22:34,  1.06s/it]
 59%|█████▉    | 11838/19900 [6:00:35<2:20:08,  1.04s/it]
 59%|█████▉    | 11839/19900 [6:00:36<2:12:31,  1.01it/s]
 59%|█████▉    | 11840/19900 [6:00:38<3:09:30,  1.41s/it]
 60%|█████▉    | 11841/19900 [6:00:40<3:38:44,  1.63s/it]
 60%|█████▉    | 11842/19900 [6:00:42<3:53:33,  1.74s/it]
 60%|█████▉    | 11843/19900 [6:00:44<4:01:37,  1.80s/it]
 60%|█████▉    | 11844/19900 [6:00:46<4:03:41,  1.81s/it]
 60%|█████▉    | 11845/19900 [6:00:48<4:04:08,  1.82s/it]
 60%|█████▉    | 11846/19900 [6:00:50<4:05:15,  1.83s/it]
 60%|█████▉    | 11847/19900 [6:00:52<4:02:34,  1.81s/it]
 60%|█████▉    | 11848/19900 [6:00:53<3:58:20,  1.78s/it]
 60%|█████▉    | 11849/19900 [6:00:55<3:54:18,  1.75s/it]
 60%|█████▉    | 11850/19900 [6:00:57<3:50:18,  1.72s/it]
 60%|█████▉    | 11851/19900 [6:00:58<3:44:48,  1.68s/it]
 60%|█████▉    | 11852/19900 [6:01:00<3:41:23,  1.65s/it]
 60%|█████▉    | 11853/19900 [6:01:01<3:38:37,  1.63s/it]
 60%|█████▉    | 11854/19900 [6:01:03<3:37:06,  1.62s/it]
 60%|█████▉    | 11855/19900 [6:01:04<3:36:09,  1.61s/it]
 60%|█████▉    | 11856/19900 [6:01:06<3:31:33,  1.58s/it]
 60%|█████▉    | 11857/19900 [6:01:08<3:31:58,  1.58s/it]
 60%|█████▉    | 11858/19900 [6:01:09<3:28:41,  1.56s/it]
 60%|█████▉    | 11859/19900 [6:01:11<3:29:00,  1.56s/it]
 60%|█████▉    | 11860/19900 [6:01:12<3:25:04,  1.53s/it]
 60%|█████▉    | 11861/19900 [6:01:14<3:22:10,  1.51s/it]
 60%|█████▉    | 11862/19900 [6:01:15<3:21:48,  1.51s/it]
 60%|█████▉    | 11863/19900 [6:01:17<3:20:28,  1.50s/it]
 60%|█████▉    | 11864/19900 [6:01:18<3:16:25,  1.47s/it]
 60%|█████▉    | 11865/19900 [6:01:19<3:14:57,  1.46s/it]
 60%|█████▉    | 11866/19900 [6:01:21<3:10:55,  1.43s/it]
 60%|█████▉    | 11867/19900 [6:01:22<3:07:38,  1.40s/it]
 60%|█████▉    | 11868/19900 [6:01:23<3:05:55,  1.39s/it]
 60%|█████▉    | 11869/19900 [6:01:25<3:02:34,  1.36s/it]
 60%|█████▉    | 11870/19900 [6:01:26<2:59:38,  1.34s/it]
 60%|█████▉    | 11871/19900 [6:01:27<2:57:28,  1.33s/it]
 60%|█████▉    | 11872/19900 [6:01:29<2:57:24,  1.33s/it]
 60%|█████▉    | 11873/19900 [6:01:30<2:54:18,  1.30s/it]
 60%|█████▉    | 11874/19900 [6:01:31<2:50:56,  1.28s/it]
 60%|█████▉    | 11875/19900 [6:01:32<2:47:37,  1.25s/it]
 60%|█████▉    | 11876/19900 [6:01:34<2:47:25,  1.25s/it]
 60%|█████▉    | 11877/19900 [6:01:35<2:44:09,  1.23s/it]
 60%|█████▉    | 11878/19900 [6:01:36<2:42:29,  1.22s/it]
 60%|█████▉    | 11879/19900 [6:01:37<2:41:34,  1.21s/it]
 60%|█████▉    | 11880/19900 [6:01:38<2:39:53,  1.20s/it]
 60%|█████▉    | 11881/19900 [6:01:39<2:37:23,  1.18s/it]
 60%|█████▉    | 11882/19900 [6:01:40<2:33:07,  1.15s/it]
 60%|█████▉    | 11883/19900 [6:01:42<2:30:13,  1.12s/it]
 60%|█████▉    | 11884/19900 [6:01:43<2:28:50,  1.11s/it]
 60%|█████▉    | 11885/19900 [6:01:44<2:25:57,  1.09s/it]
 60%|█████▉    | 11886/19900 [6:01:45<2:22:05,  1.06s/it]
 60%|█████▉    | 11887/19900 [6:01:46<2:17:43,  1.03s/it]
 60%|█████▉    | 11888/19900 [6:01:47<2:12:22,  1.01it/s]
 60%|█████▉    | 11889/19900 [6:01:49<3:10:45,  1.43s/it]
 60%|█████▉    | 11890/19900 [6:01:51<3:39:01,  1.64s/it]
 60%|█████▉    | 11891/19900 [6:01:53<3:55:08,  1.76s/it]
 60%|█████▉    | 11892/19900 [6:01:55<4:01:47,  1.81s/it]
 60%|█████▉    | 11893/19900 [6:01:57<4:02:39,  1.82s/it]
 60%|█████▉    | 11894/19900 [6:01:59<4:01:17,  1.81s/it]
 60%|█████▉    | 11895/19900 [6:02:00<3:58:04,  1.78s/it]
 60%|█████▉    | 11896/19900 [6:02:02<3:55:43,  1.77s/it]
 60%|█████▉    | 11897/19900 [6:02:04<3:53:33,  1.75s/it]
 60%|█████▉    | 11898/19900 [6:02:06<3:49:49,  1.72s/it]
 60%|█████▉    | 11899/19900 [6:02:07<3:47:08,  1.70s/it]
 60%|█████▉    | 11900/19900 [6:02:09<3:43:14,  1.67s/it]
                                                         

 60%|█████▉    | 11900/19900 [6:02:09<3:43:14,  1.67s/it]
 60%|█████▉    | 11901/19900 [6:02:10<3:40:36,  1.65s/it]
 60%|█████▉    | 11902/19900 [6:02:12<3:38:34,  1.64s/it]
 60%|█████▉    | 11903/19900 [6:02:14<3:36:38,  1.63s/it]
 60%|█████▉    | 11904/19900 [6:02:15<3:33:12,  1.60s/it]
 60%|█████▉    | 11905/19900 [6:02:17<3:29:44,  1.57s/it]
 60%|█████▉    | 11906/19900 [6:02:18<3:28:26,  1.56s/it]
 60%|█████▉    | 11907/19900 [6:02:20<3:27:01,  1.55s/it]
 60%|█████▉    | 11908/19900 [6:02:21<3:23:51,  1.53s/it]
 60%|█████▉    | 11909/19900 [6:02:23<3:21:38,  1.51s/it]
 60%|█████▉    | 11910/19900 [6:02:24<3:20:18,  1.50s/it]
 60%|█████▉    | 11911/19900 [6:02:26<3:17:24,  1.48s/it]
 60%|█████▉    | 11912/19900 [6:02:27<3:15:47,  1.47s/it]
 60%|█████▉    | 11913/19900 [6:02:28<3:14:19,  1.46s/it]
 60%|█████▉    | 11914/19900 [6:02:30<3:11:40,  1.44s/it]
 60%|█████▉    | 11915/19900 [6:02:31<3:08:21,  1.42s/it]
 60%|█████▉    | 11916/19900 [6:02:33<3:05:00,  1.39s/it]
 60%|█████▉    | 11917/19900 [6:02:34<3:01:43,  1.37s/it]
 60%|█████▉    | 11918/19900 [6:02:35<3:00:59,  1.36s/it]
 60%|█████▉    | 11919/19900 [6:02:36<2:57:55,  1.34s/it]
 60%|█████▉    | 11920/19900 [6:02:38<2:57:04,  1.33s/it]
 60%|█████▉    | 11921/19900 [6:02:39<2:55:29,  1.32s/it]
 60%|█████▉    | 11922/19900 [6:02:40<2:52:40,  1.30s/it]
 60%|█████▉    | 11923/19900 [6:02:42<2:51:14,  1.29s/it]
 60%|█████▉    | 11924/19900 [6:02:43<2:49:44,  1.28s/it]
 60%|█████▉    | 11925/19900 [6:02:44<2:46:57,  1.26s/it]
 60%|█████▉    | 11926/19900 [6:02:45<2:44:04,  1.23s/it]
 60%|█████▉    | 11927/19900 [6:02:46<2:42:07,  1.22s/it]
 60%|█████▉    | 11928/19900 [6:02:48<2:41:13,  1.21s/it]
 60%|█████▉    | 11929/19900 [6:02:49<2:39:20,  1.20s/it]
 60%|█████▉    | 11930/19900 [6:02:50<2:37:24,  1.19s/it]
 60%|█████▉    | 11931/19900 [6:02:51<2:35:29,  1.17s/it]
 60%|█████▉    | 11932/19900 [6:02:52<2:32:32,  1.15s/it]
 60%|█████▉    | 11933/19900 [6:02:53<2:29:33,  1.13s/it]
 60%|█████▉    | 11934/19900 [6:02:54<2:27:26,  1.11s/it]
 60%|█████▉    | 11935/19900 [6:02:55<2:22:05,  1.07s/it]
 60%|█████▉    | 11936/19900 [6:02:56<2:17:43,  1.04s/it]
 60%|█████▉    | 11937/19900 [6:02:57<2:10:30,  1.02it/s]
 60%|█████▉    | 11938/19900 [6:02:59<2:47:31,  1.26s/it]
 60%|█████▉    | 11939/19900 [6:03:01<2:56:42,  1.33s/it]
 60%|██████    | 11940/19900 [6:03:02<2:54:30,  1.32s/it]
 60%|██████    | 11941/19900 [6:03:05<3:56:14,  1.78s/it]
 60%|██████    | 11942/19900 [6:03:07<4:09:04,  1.88s/it]
 60%|██████    | 11943/19900 [6:03:09<4:14:04,  1.92s/it]
 60%|██████    | 11944/19900 [6:03:11<4:14:34,  1.92s/it]
 60%|██████    | 11945/19900 [6:03:13<4:11:49,  1.90s/it]
 60%|██████    | 11946/19900 [6:03:14<4:08:46,  1.88s/it]
 60%|██████    | 11947/19900 [6:03:16<4:06:38,  1.86s/it]
 60%|██████    | 11948/19900 [6:03:18<4:01:29,  1.82s/it]
 60%|██████    | 11949/19900 [6:03:20<3:58:23,  1.80s/it]
 60%|██████    | 11950/19900 [6:03:21<3:53:39,  1.76s/it]
 60%|██████    | 11951/19900 [6:03:23<3:49:03,  1.73s/it]
 60%|██████    | 11952/19900 [6:03:25<3:43:20,  1.69s/it]
 60%|██████    | 11953/19900 [6:03:26<3:38:52,  1.65s/it]
 60%|██████    | 11954/19900 [6:03:28<3:35:02,  1.62s/it]
 60%|██████    | 11955/19900 [6:03:29<3:33:39,  1.61s/it]
 60%|██████    | 11956/19900 [6:03:31<3:33:05,  1.61s/it]
 60%|██████    | 11957/19900 [6:03:33<3:34:14,  1.62s/it]
 60%|██████    | 11958/19900 [6:03:34<3:30:19,  1.59s/it]
 60%|██████    | 11959/19900 [6:03:36<3:27:15,  1.57s/it]
 60%|██████    | 11960/19900 [6:03:37<3:27:19,  1.57s/it]
 60%|██████    | 11961/19900 [6:03:39<3:23:42,  1.54s/it]
 60%|██████    | 11962/19900 [6:03:40<3:20:26,  1.52s/it]
 60%|██████    | 11963/19900 [6:03:42<3:20:18,  1.51s/it]
 60%|██████    | 11964/19900 [6:03:43<3:17:30,  1.49s/it]
 60%|██████    | 11965/19900 [6:03:44<3:14:40,  1.47s/it]
 60%|██████    | 11966/19900 [6:03:46<3:12:38,  1.46s/it]
 60%|██████    | 11967/19900 [6:03:47<3:08:17,  1.42s/it]
 60%|██████    | 11968/19900 [6:03:49<3:04:25,  1.40s/it]
 60%|██████    | 11969/19900 [6:03:50<3:01:44,  1.37s/it]
 60%|██████    | 11970/19900 [6:03:51<2:58:31,  1.35s/it]
 60%|██████    | 11971/19900 [6:03:52<2:56:11,  1.33s/it]
 60%|██████    | 11972/19900 [6:03:54<2:52:56,  1.31s/it]
 60%|██████    | 11973/19900 [6:03:55<2:51:14,  1.30s/it]
 60%|██████    | 11974/19900 [6:03:56<2:49:52,  1.29s/it]
 60%|██████    | 11975/19900 [6:03:58<2:48:04,  1.27s/it]
 60%|██████    | 11976/19900 [6:03:59<2:45:10,  1.25s/it]
 60%|██████    | 11977/19900 [6:04:00<2:43:55,  1.24s/it]
 60%|██████    | 11978/19900 [6:04:01<2:42:36,  1.23s/it]
 60%|██████    | 11979/19900 [6:04:02<2:38:45,  1.20s/it]
 60%|██████    | 11980/19900 [6:04:03<2:35:17,  1.18s/it]
 60%|██████    | 11981/19900 [6:04:05<2:33:24,  1.16s/it]
 60%|██████    | 11982/19900 [6:04:06<2:31:54,  1.15s/it]
 60%|██████    | 11983/19900 [6:04:07<2:27:41,  1.12s/it]
 60%|██████    | 11984/19900 [6:04:08<2:23:53,  1.09s/it]
 60%|██████    | 11985/19900 [6:04:09<2:21:31,  1.07s/it]
 60%|██████    | 11986/19900 [6:04:10<2:18:28,  1.05s/it]
 60%|██████    | 11987/19900 [6:04:11<2:15:20,  1.03s/it]
 60%|██████    | 11988/19900 [6:04:12<2:12:26,  1.00s/it]
 60%|██████    | 11989/19900 [6:04:13<2:07:22,  1.04it/s]
 60%|██████    | 11990/19900 [6:04:15<3:03:35,  1.39s/it]
 60%|██████    | 11991/19900 [6:04:17<3:32:07,  1.61s/it]
 60%|██████    | 11992/19900 [6:04:19<3:45:38,  1.71s/it]
 60%|██████    | 11993/19900 [6:04:21<3:55:21,  1.79s/it]
 60%|██████    | 11994/19900 [6:04:23<4:00:11,  1.82s/it]
 60%|██████    | 11995/19900 [6:04:25<3:59:01,  1.81s/it]
 60%|██████    | 11996/19900 [6:04:26<3:56:30,  1.80s/it]
 60%|██████    | 11997/19900 [6:04:28<3:54:47,  1.78s/it]
 60%|██████    | 11998/19900 [6:04:30<3:52:55,  1.77s/it]
 60%|██████    | 11999/19900 [6:04:32<3:48:07,  1.73s/it]
 60%|██████    | 12000/19900 [6:04:33<3:42:40,  1.69s/it]
                                                         

 60%|██████    | 12000/19900 [6:04:33<3:42:40,  1.69s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.3836983442306519, 'eval_wer': 0.9060175794455714, 'eval_cer': 0.34615855900012255, 'eval_runtime': 125.4562, 'eval_samples_per_second': 23.578, 'eval_steps_per_second': 2.949, 'epoch': 57.79}
{'loss': 2.5487, 'learning_rate': 3.481843575418994e-05, 'epoch': 58.29}
{'loss': 2.5536, 'learning_rate': 3.439944134078212e-05, 'epoch': 58.79}
{'loss': 2.5402, 'learning_rate': 3.39804469273743e-05, 'epoch': 59.3}
{'loss': 2.5001, 'learning_rate': 3.3561452513966476e-05, 'epoch': 59.8}
{'loss': 2.5091, 'learning_rate': 3.3142458100558655e-05, 'epoch': 60.3}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.74it/s]

  1%|          | 3/370 [00:00<01:02,  5.86it/s]

  1%|          | 4/370 [00:00<01:15,  4.87it/s]

  1%|▏         | 5/370 [00:01<01:23,  4.39it/s]

  2%|▏         | 6/370 [00:01<01:16,  4.78it/s]

  2%|▏         | 7/370 [00:01<01:24,  4.29it/s]

  2%|▏         | 8/370 [00:01<01:23,  4.32it/s]

  2%|▏         | 9/370 [00:01<01:26,  4.19it/s]

  3%|▎         | 10/370 [00:02<01:24,  4.27it/s]

  3%|▎         | 11/370 [00:02<01:24,  4.27it/s]

  3%|▎         | 12/370 [00:02<01:25,  4.21it/s]

  4%|▎         | 13/370 [00:02<01:25,  4.16it/s]

  4%|▍         | 14/370 [00:03<01:28,  4.01it/s]

  4%|▍         | 15/370 [00:03<01:22,  4.30it/s]

  4%|▍         | 16/370 [00:03<01:23,  4.23it/s]

  5%|▍         | 17/370 [00:03<01:18,  4.51it/s]

  5%|▍         | 18/370 [00:03<01:15,  4.67it/s]

  5%|▌         | 19/370 [00:04<01:18,  4.47it/s]

  5%|▌         | 20/370 [00:04<01:23,  4.19it/s]

  6%|▌         | 21/370 [00:04<01:20,  4.35it/s]

  6%|▌         | 22/370 [00:04<01:15,  4.59it/s]

  6%|▌         | 23/370 [00:05<01:14,  4.66it/s]

  6%|▋         | 24/370 [00:05<01:16,  4.53it/s]

  7%|▋         | 25/370 [00:05<01:17,  4.44it/s]

  7%|▋         | 26/370 [00:05<01:14,  4.61it/s]

  7%|▋         | 27/370 [00:06<01:14,  4.59it/s]

  8%|▊         | 28/370 [00:06<01:16,  4.50it/s]

  8%|▊         | 29/370 [00:06<01:19,  4.28it/s]

  8%|▊         | 30/370 [00:06<01:20,  4.24it/s]

  8%|▊         | 31/370 [00:06<01:18,  4.30it/s]

  9%|▊         | 32/370 [00:07<01:17,  4.38it/s]

  9%|▉         | 33/370 [00:07<01:16,  4.39it/s]

  9%|▉         | 34/370 [00:07<01:16,  4.40it/s]

  9%|▉         | 35/370 [00:07<01:20,  4.16it/s]

 10%|▉         | 36/370 [00:08<01:19,  4.20it/s]

 10%|█         | 37/370 [00:08<01:15,  4.42it/s]

 10%|█         | 38/370 [00:08<01:15,  4.42it/s]

 11%|█         | 39/370 [00:08<01:13,  4.50it/s]

 11%|█         | 40/370 [00:09<01:17,  4.28it/s]

 11%|█         | 41/370 [00:09<01:13,  4.46it/s]

 11%|█▏        | 42/370 [00:09<01:16,  4.32it/s]

 12%|█▏        | 43/370 [00:09<01:16,  4.28it/s]

 12%|█▏        | 44/370 [00:09<01:13,  4.42it/s]

 12%|█▏        | 45/370 [00:10<01:20,  4.04it/s]

 12%|█▏        | 46/370 [00:10<01:17,  4.19it/s]

 13%|█▎        | 47/370 [00:10<01:23,  3.87it/s]

 13%|█▎        | 48/370 [00:11<01:28,  3.65it/s]

 13%|█▎        | 49/370 [00:11<01:24,  3.80it/s]

 14%|█▎        | 50/370 [00:11<01:15,  4.26it/s]

 14%|█▍        | 51/370 [00:11<01:22,  3.87it/s]

 14%|█▍        | 52/370 [00:11<01:14,  4.25it/s]

 14%|█▍        | 53/370 [00:12<01:18,  4.03it/s]

 15%|█▍        | 54/370 [00:12<01:13,  4.30it/s]

 15%|█▍        | 55/370 [00:12<01:15,  4.18it/s]

 15%|█▌        | 56/370 [00:12<01:14,  4.23it/s]

 15%|█▌        | 57/370 [00:13<01:06,  4.68it/s]

 16%|█▌        | 58/370 [00:13<01:11,  4.37it/s]

 16%|█▌        | 59/370 [00:13<01:10,  4.43it/s]

 16%|█▌        | 60/370 [00:13<01:07,  4.62it/s]

 16%|█▋        | 61/370 [00:14<01:09,  4.42it/s]

 17%|█▋        | 62/370 [00:14<01:09,  4.42it/s]

 17%|█▋        | 63/370 [00:14<01:04,  4.76it/s]

 17%|█▋        | 64/370 [00:14<01:02,  4.87it/s]

 18%|█▊        | 65/370 [00:14<01:05,  4.67it/s]

 18%|█▊        | 66/370 [00:15<01:03,  4.76it/s]

 18%|█▊        | 67/370 [00:15<01:06,  4.55it/s]

 18%|█▊        | 68/370 [00:15<01:10,  4.26it/s]

 19%|█▊        | 69/370 [00:15<01:06,  4.52it/s]

 19%|█▉        | 70/370 [00:15<01:04,  4.62it/s]

 19%|█▉        | 71/370 [00:16<01:08,  4.35it/s]

 19%|█▉        | 72/370 [00:16<01:02,  4.73it/s]

 20%|█▉        | 73/370 [00:16<01:03,  4.69it/s]

 20%|██        | 74/370 [00:16<01:07,  4.40it/s]

 20%|██        | 75/370 [00:17<01:10,  4.21it/s]

 21%|██        | 76/370 [00:17<01:07,  4.35it/s]

 21%|██        | 77/370 [00:17<01:04,  4.52it/s]

 21%|██        | 78/370 [00:17<01:09,  4.22it/s]

 21%|██▏       | 79/370 [00:18<01:12,  4.02it/s]

 22%|██▏       | 80/370 [00:18<01:10,  4.14it/s]

 22%|██▏       | 81/370 [00:18<01:06,  4.35it/s]

 22%|██▏       | 82/370 [00:18<01:05,  4.41it/s]

 22%|██▏       | 83/370 [00:18<01:06,  4.30it/s]

 23%|██▎       | 84/370 [00:19<01:07,  4.22it/s]

 23%|██▎       | 85/370 [00:19<01:04,  4.45it/s]

 23%|██▎       | 86/370 [00:19<01:03,  4.51it/s]

 24%|██▎       | 87/370 [00:19<01:01,  4.62it/s]

 24%|██▍       | 88/370 [00:20<01:04,  4.40it/s]

 24%|██▍       | 89/370 [00:20<01:04,  4.34it/s]

 24%|██▍       | 90/370 [00:20<01:02,  4.46it/s]

 25%|██▍       | 91/370 [00:20<01:01,  4.55it/s]

 25%|██▍       | 92/370 [00:21<01:04,  4.32it/s]

 25%|██▌       | 93/370 [00:21<01:06,  4.16it/s]

 25%|██▌       | 94/370 [00:21<01:05,  4.20it/s]

 26%|██▌       | 95/370 [00:21<01:11,  3.86it/s]

 26%|██▌       | 96/370 [00:22<01:10,  3.86it/s]

 26%|██▌       | 97/370 [00:22<01:07,  4.02it/s]

 26%|██▋       | 98/370 [00:22<01:07,  4.04it/s]

 27%|██▋       | 99/370 [00:22<01:06,  4.05it/s]

 27%|██▋       | 100/370 [00:22<01:03,  4.27it/s]

 27%|██▋       | 101/370 [00:23<01:02,  4.34it/s]

 28%|██▊       | 102/370 [00:23<00:59,  4.53it/s]

 28%|██▊       | 103/370 [00:23<00:55,  4.79it/s]

 28%|██▊       | 104/370 [00:23<01:01,  4.36it/s]

 28%|██▊       | 105/370 [00:24<00:58,  4.50it/s]

 29%|██▊       | 106/370 [00:24<01:00,  4.34it/s]

 29%|██▉       | 107/370 [00:24<01:00,  4.38it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.45it/s]

 29%|██▉       | 109/370 [00:25<01:01,  4.26it/s]

 30%|██▉       | 110/370 [00:25<00:58,  4.45it/s]

 30%|███       | 111/370 [00:25<01:01,  4.24it/s]

 30%|███       | 112/370 [00:25<01:01,  4.19it/s]

 31%|███       | 113/370 [00:25<01:00,  4.26it/s]

 31%|███       | 114/370 [00:26<00:58,  4.39it/s]

 31%|███       | 115/370 [00:26<01:00,  4.19it/s]

 31%|███▏      | 116/370 [00:26<01:03,  4.03it/s]

 32%|███▏      | 117/370 [00:26<01:05,  3.86it/s]

 32%|███▏      | 118/370 [00:27<01:04,  3.93it/s]

 32%|███▏      | 119/370 [00:27<01:02,  4.03it/s]

 32%|███▏      | 120/370 [00:27<00:59,  4.18it/s]

 33%|███▎      | 121/370 [00:27<00:59,  4.21it/s]

 33%|███▎      | 122/370 [00:28<00:58,  4.26it/s]

 33%|███▎      | 123/370 [00:28<00:55,  4.47it/s]

 34%|███▎      | 124/370 [00:28<00:50,  4.84it/s]

 34%|███▍      | 125/370 [00:28<00:54,  4.53it/s]

 34%|███▍      | 126/370 [00:29<00:55,  4.38it/s]

 34%|███▍      | 127/370 [00:29<00:57,  4.25it/s]

 35%|███▍      | 128/370 [00:29<00:57,  4.21it/s]

 35%|███▍      | 129/370 [00:29<01:01,  3.91it/s]

 35%|███▌      | 130/370 [00:30<01:02,  3.87it/s]

 35%|███▌      | 131/370 [00:30<01:03,  3.74it/s]

 36%|███▌      | 132/370 [00:30<00:58,  4.06it/s]

 36%|███▌      | 133/370 [00:30<00:56,  4.18it/s]

 36%|███▌      | 134/370 [00:31<00:56,  4.18it/s]

 36%|███▋      | 135/370 [00:31<00:56,  4.15it/s]

 37%|███▋      | 136/370 [00:31<00:55,  4.19it/s]

 37%|███▋      | 137/370 [00:31<00:56,  4.10it/s]

 37%|███▋      | 138/370 [00:31<00:56,  4.11it/s]

 38%|███▊      | 139/370 [00:32<00:54,  4.22it/s]

 38%|███▊      | 140/370 [00:32<00:52,  4.41it/s]

 38%|███▊      | 141/370 [00:32<00:58,  3.89it/s]

 38%|███▊      | 142/370 [00:33<00:59,  3.84it/s]

 39%|███▊      | 143/370 [00:33<00:56,  3.98it/s]

 39%|███▉      | 144/370 [00:33<00:57,  3.90it/s]

 39%|███▉      | 145/370 [00:33<01:00,  3.70it/s]

 39%|███▉      | 146/370 [00:34<00:57,  3.88it/s]

 40%|███▉      | 147/370 [00:34<00:56,  3.96it/s]

 40%|████      | 148/370 [00:34<00:57,  3.85it/s]

 40%|████      | 149/370 [00:34<00:55,  3.95it/s]

 41%|████      | 150/370 [00:34<00:51,  4.31it/s]

 41%|████      | 151/370 [00:35<00:48,  4.55it/s]

 41%|████      | 152/370 [00:35<00:48,  4.48it/s]

 41%|████▏     | 153/370 [00:35<00:49,  4.38it/s]

 42%|████▏     | 154/370 [00:35<00:50,  4.28it/s]

 42%|████▏     | 155/370 [00:36<00:48,  4.40it/s]

 42%|████▏     | 156/370 [00:36<00:50,  4.24it/s]

 42%|████▏     | 157/370 [00:36<00:51,  4.15it/s]

 43%|████▎     | 158/370 [00:36<00:50,  4.18it/s]

 43%|████▎     | 159/370 [00:37<00:47,  4.44it/s]

 43%|████▎     | 160/370 [00:37<00:48,  4.36it/s]

 44%|████▎     | 161/370 [00:37<00:48,  4.30it/s]

 44%|████▍     | 162/370 [00:37<00:53,  3.88it/s]

 44%|████▍     | 163/370 [00:38<00:50,  4.14it/s]

 44%|████▍     | 164/370 [00:38<00:48,  4.21it/s]

 45%|████▍     | 165/370 [00:38<00:50,  4.03it/s]

 45%|████▍     | 166/370 [00:38<00:50,  4.03it/s]

 45%|████▌     | 167/370 [00:39<00:50,  4.01it/s]

 45%|████▌     | 168/370 [00:39<00:48,  4.14it/s]

 46%|████▌     | 169/370 [00:39<00:47,  4.23it/s]

 46%|████▌     | 170/370 [00:39<00:48,  4.13it/s]

 46%|████▌     | 171/370 [00:40<00:50,  3.98it/s]

 46%|████▋     | 172/370 [00:40<00:45,  4.35it/s]

 47%|████▋     | 173/370 [00:40<00:41,  4.80it/s]

 47%|████▋     | 174/370 [00:40<00:47,  4.09it/s]

 47%|████▋     | 175/370 [00:40<00:45,  4.25it/s]

 48%|████▊     | 176/370 [00:41<00:43,  4.46it/s]

 48%|████▊     | 177/370 [00:41<00:45,  4.25it/s]

 48%|████▊     | 178/370 [00:41<00:43,  4.44it/s]

 48%|████▊     | 179/370 [00:41<00:44,  4.34it/s]

 49%|████▊     | 180/370 [00:41<00:40,  4.73it/s]

 49%|████▉     | 181/370 [00:42<00:40,  4.69it/s]

 49%|████▉     | 182/370 [00:42<00:40,  4.67it/s]

 49%|████▉     | 183/370 [00:42<00:43,  4.32it/s]

 50%|████▉     | 184/370 [00:42<00:44,  4.18it/s]

 50%|█████     | 185/370 [00:43<00:42,  4.39it/s]

 50%|█████     | 186/370 [00:43<00:42,  4.33it/s]

 51%|█████     | 187/370 [00:43<00:44,  4.13it/s]

 51%|█████     | 188/370 [00:43<00:44,  4.11it/s]

 51%|█████     | 189/370 [00:44<00:46,  3.88it/s]

 51%|█████▏    | 190/370 [00:44<00:44,  4.05it/s]

 52%|█████▏    | 191/370 [00:44<00:42,  4.25it/s]

 52%|█████▏    | 192/370 [00:44<00:43,  4.09it/s]

 52%|█████▏    | 193/370 [00:45<00:44,  4.01it/s]

 52%|█████▏    | 194/370 [00:45<00:39,  4.42it/s]

 53%|█████▎    | 195/370 [00:45<00:41,  4.26it/s]

 53%|█████▎    | 196/370 [00:45<00:40,  4.29it/s]

 53%|█████▎    | 197/370 [00:46<00:40,  4.31it/s]

 54%|█████▎    | 198/370 [00:46<00:40,  4.24it/s]

 54%|█████▍    | 199/370 [00:46<00:39,  4.29it/s]

 54%|█████▍    | 200/370 [00:46<00:41,  4.14it/s]

 54%|█████▍    | 201/370 [00:46<00:40,  4.20it/s]

 55%|█████▍    | 202/370 [00:47<00:39,  4.24it/s]

 55%|█████▍    | 203/370 [00:47<00:38,  4.35it/s]

 55%|█████▌    | 204/370 [00:47<00:41,  4.03it/s]

 55%|█████▌    | 205/370 [00:47<00:39,  4.21it/s]

 56%|█████▌    | 206/370 [00:48<00:40,  4.08it/s]

 56%|█████▌    | 207/370 [00:48<00:40,  4.02it/s]

 56%|█████▌    | 208/370 [00:48<00:42,  3.80it/s]

 56%|█████▋    | 209/370 [00:48<00:41,  3.87it/s]

 57%|█████▋    | 210/370 [00:49<00:43,  3.71it/s]

 57%|█████▋    | 211/370 [00:49<00:44,  3.57it/s]

 57%|█████▋    | 212/370 [00:49<00:43,  3.62it/s]

 58%|█████▊    | 213/370 [00:50<00:43,  3.58it/s]

 58%|█████▊    | 214/370 [00:50<00:41,  3.79it/s]

 58%|█████▊    | 215/370 [00:50<00:41,  3.76it/s]

 58%|█████▊    | 216/370 [00:50<00:39,  3.85it/s]

 59%|█████▊    | 217/370 [00:51<00:38,  3.95it/s]

 59%|█████▉    | 218/370 [00:51<00:38,  3.93it/s]

 59%|█████▉    | 219/370 [00:51<00:39,  3.86it/s]

 59%|█████▉    | 220/370 [00:51<00:38,  3.89it/s]

 60%|█████▉    | 221/370 [00:52<00:39,  3.81it/s]

 60%|██████    | 222/370 [00:52<00:37,  3.97it/s]

 60%|██████    | 223/370 [00:52<00:38,  3.80it/s]

 61%|██████    | 224/370 [00:53<00:43,  3.36it/s]

 61%|██████    | 225/370 [00:53<00:45,  3.20it/s]

 61%|██████    | 226/370 [00:53<00:42,  3.37it/s]

 61%|██████▏   | 227/370 [00:53<00:42,  3.33it/s]

 62%|██████▏   | 228/370 [00:54<00:42,  3.36it/s]

 62%|██████▏   | 229/370 [00:54<00:41,  3.38it/s]

 62%|██████▏   | 230/370 [00:54<00:41,  3.37it/s]

 62%|██████▏   | 231/370 [00:55<00:39,  3.51it/s]

 63%|██████▎   | 232/370 [00:55<00:40,  3.38it/s]

 63%|██████▎   | 233/370 [00:55<00:41,  3.32it/s]

 63%|██████▎   | 234/370 [00:56<00:39,  3.40it/s]

 64%|██████▎   | 235/370 [00:56<00:38,  3.54it/s]

 64%|██████▍   | 236/370 [00:56<00:36,  3.72it/s]

 64%|██████▍   | 237/370 [00:56<00:36,  3.65it/s]

 64%|██████▍   | 238/370 [00:57<00:35,  3.68it/s]

 65%|██████▍   | 239/370 [00:57<00:34,  3.77it/s]

 65%|██████▍   | 240/370 [00:57<00:35,  3.62it/s]

 65%|██████▌   | 241/370 [00:57<00:36,  3.56it/s]

 65%|██████▌   | 242/370 [00:58<00:34,  3.67it/s]

 66%|██████▌   | 243/370 [00:58<00:37,  3.40it/s]

 66%|██████▌   | 244/370 [00:58<00:39,  3.18it/s]

 66%|██████▌   | 245/370 [00:59<00:37,  3.33it/s]

 66%|██████▋   | 246/370 [00:59<00:35,  3.48it/s]

 67%|██████▋   | 247/370 [00:59<00:32,  3.82it/s]

 67%|██████▋   | 248/370 [00:59<00:31,  3.92it/s]

 67%|██████▋   | 249/370 [01:00<00:31,  3.89it/s]

 68%|██████▊   | 250/370 [01:00<00:31,  3.76it/s]

 68%|██████▊   | 251/370 [01:00<00:31,  3.84it/s]

 68%|██████▊   | 252/370 [01:01<00:34,  3.46it/s]

 68%|██████▊   | 253/370 [01:01<00:33,  3.49it/s]

 69%|██████▊   | 254/370 [01:01<00:33,  3.51it/s]

 69%|██████▉   | 255/370 [01:01<00:32,  3.50it/s]

 69%|██████▉   | 256/370 [01:02<00:33,  3.41it/s]

 69%|██████▉   | 257/370 [01:02<00:33,  3.34it/s]

 70%|██████▉   | 258/370 [01:02<00:33,  3.34it/s]

 70%|███████   | 259/370 [01:03<00:32,  3.39it/s]

 70%|███████   | 260/370 [01:03<00:30,  3.60it/s]

 71%|███████   | 261/370 [01:03<00:30,  3.54it/s]

 71%|███████   | 262/370 [01:03<00:31,  3.48it/s]

 71%|███████   | 263/370 [01:04<00:32,  3.27it/s]

 71%|███████▏  | 264/370 [01:04<00:33,  3.19it/s]

 72%|███████▏  | 265/370 [01:04<00:32,  3.22it/s]

 72%|███████▏  | 266/370 [01:05<00:32,  3.16it/s]

 72%|███████▏  | 267/370 [01:05<00:33,  3.05it/s]

 72%|███████▏  | 268/370 [01:05<00:33,  3.04it/s]

 73%|███████▎  | 269/370 [01:06<00:34,  2.95it/s]

 73%|███████▎  | 270/370 [01:06<00:33,  2.97it/s]

 73%|███████▎  | 271/370 [01:06<00:33,  2.92it/s]

 74%|███████▎  | 272/370 [01:07<00:31,  3.10it/s]

 74%|███████▍  | 273/370 [01:07<00:31,  3.08it/s]

 74%|███████▍  | 274/370 [01:07<00:30,  3.16it/s]

 74%|███████▍  | 275/370 [01:08<00:29,  3.18it/s]

 75%|███████▍  | 276/370 [01:08<00:29,  3.20it/s]

 75%|███████▍  | 277/370 [01:08<00:30,  3.08it/s]

 75%|███████▌  | 278/370 [01:09<00:31,  2.93it/s]

 75%|███████▌  | 279/370 [01:09<00:32,  2.81it/s]

 76%|███████▌  | 280/370 [01:09<00:32,  2.79it/s]

 76%|███████▌  | 281/370 [01:10<00:30,  2.87it/s]

 76%|███████▌  | 282/370 [01:10<00:29,  2.94it/s]

 76%|███████▋  | 283/370 [01:10<00:29,  2.94it/s]

 77%|███████▋  | 284/370 [01:11<00:29,  2.90it/s]

 77%|███████▋  | 285/370 [01:11<00:30,  2.75it/s]

 77%|███████▋  | 286/370 [01:12<00:30,  2.74it/s]

 78%|███████▊  | 287/370 [01:12<00:29,  2.85it/s]

 78%|███████▊  | 288/370 [01:12<00:27,  2.94it/s]

 78%|███████▊  | 289/370 [01:12<00:25,  3.12it/s]

 78%|███████▊  | 290/370 [01:13<00:26,  3.03it/s]

 79%|███████▊  | 291/370 [01:13<00:26,  3.01it/s]

 79%|███████▉  | 292/370 [01:13<00:25,  3.09it/s]

 79%|███████▉  | 293/370 [01:14<00:25,  3.04it/s]

 79%|███████▉  | 294/370 [01:14<00:24,  3.15it/s]

 80%|███████▉  | 295/370 [01:14<00:23,  3.25it/s]

 80%|████████  | 296/370 [01:15<00:22,  3.29it/s]

 80%|████████  | 297/370 [01:15<00:23,  3.16it/s]

 81%|████████  | 298/370 [01:15<00:24,  2.98it/s]

 81%|████████  | 299/370 [01:16<00:23,  3.06it/s]

 81%|████████  | 300/370 [01:16<00:22,  3.11it/s]

 81%|████████▏ | 301/370 [01:16<00:22,  3.01it/s]

 82%|████████▏ | 302/370 [01:17<00:21,  3.14it/s]

 82%|████████▏ | 303/370 [01:17<00:21,  3.13it/s]

 82%|████████▏ | 304/370 [01:17<00:21,  3.12it/s]

 82%|████████▏ | 305/370 [01:18<00:21,  2.99it/s]

 83%|████████▎ | 306/370 [01:18<00:20,  3.09it/s]

 83%|████████▎ | 307/370 [01:18<00:19,  3.21it/s]

 83%|████████▎ | 308/370 [01:19<00:18,  3.28it/s]

 84%|████████▎ | 309/370 [01:19<00:18,  3.32it/s]

 84%|████████▍ | 310/370 [01:19<00:18,  3.26it/s]

 84%|████████▍ | 311/370 [01:19<00:18,  3.24it/s]

 84%|████████▍ | 312/370 [01:20<00:17,  3.25it/s]

 85%|████████▍ | 313/370 [01:20<00:17,  3.34it/s]

 85%|████████▍ | 314/370 [01:20<00:15,  3.56it/s]

 85%|████████▌ | 315/370 [01:21<00:15,  3.60it/s]

 85%|████████▌ | 316/370 [01:21<00:15,  3.56it/s]

 86%|████████▌ | 317/370 [01:21<00:15,  3.49it/s]

 86%|████████▌ | 318/370 [01:21<00:15,  3.33it/s]

 86%|████████▌ | 319/370 [01:22<00:14,  3.46it/s]

 86%|████████▋ | 320/370 [01:22<00:14,  3.50it/s]

 87%|████████▋ | 321/370 [01:22<00:13,  3.51it/s]

 87%|████████▋ | 322/370 [01:23<00:13,  3.59it/s]

 87%|████████▋ | 323/370 [01:23<00:13,  3.57it/s]

 88%|████████▊ | 324/370 [01:23<00:12,  3.66it/s]

 88%|████████▊ | 325/370 [01:23<00:12,  3.56it/s]

 88%|████████▊ | 326/370 [01:24<00:12,  3.48it/s]

 88%|████████▊ | 327/370 [01:24<00:12,  3.42it/s]

 89%|████████▊ | 328/370 [01:24<00:11,  3.63it/s]

 89%|████████▉ | 329/370 [01:25<00:11,  3.68it/s]

 89%|████████▉ | 330/370 [01:25<00:11,  3.52it/s]

 89%|████████▉ | 331/370 [01:25<00:11,  3.38it/s]

 90%|████████▉ | 332/370 [01:25<00:11,  3.32it/s]

 90%|█████████ | 333/370 [01:26<00:10,  3.43it/s]

 90%|█████████ | 334/370 [01:26<00:10,  3.42it/s]

 91%|█████████ | 335/370 [01:26<00:09,  3.53it/s]

 91%|█████████ | 336/370 [01:27<00:09,  3.56it/s]

 91%|█████████ | 337/370 [01:27<00:09,  3.51it/s]

 91%|█████████▏| 338/370 [01:27<00:09,  3.40it/s]

 92%|█████████▏| 339/370 [01:27<00:09,  3.34it/s]

 92%|█████████▏| 340/370 [01:28<00:09,  3.22it/s]

 92%|█████████▏| 341/370 [01:28<00:08,  3.35it/s]

 92%|█████████▏| 342/370 [01:28<00:08,  3.46it/s]

 93%|█████████▎| 343/370 [01:29<00:07,  3.61it/s]

 93%|█████████▎| 344/370 [01:29<00:07,  3.36it/s]

 93%|█████████▎| 345/370 [01:29<00:08,  3.04it/s]

 94%|█████████▎| 346/370 [01:30<00:07,  3.00it/s]

 94%|█████████▍| 347/370 [01:30<00:07,  3.04it/s]

 94%|█████████▍| 348/370 [01:30<00:06,  3.24it/s]

 94%|█████████▍| 349/370 [01:31<00:06,  3.00it/s]

 95%|█████████▍| 350/370 [01:31<00:06,  3.19it/s]

 95%|█████████▍| 351/370 [01:31<00:06,  3.13it/s]

 95%|█████████▌| 352/370 [01:32<00:05,  3.05it/s]

 95%|█████████▌| 353/370 [01:32<00:05,  3.15it/s]

 96%|█████████▌| 354/370 [01:32<00:05,  3.15it/s]

 96%|█████████▌| 355/370 [01:32<00:04,  3.32it/s]

 96%|█████████▌| 356/370 [01:33<00:04,  3.47it/s]

 96%|█████████▋| 357/370 [01:33<00:03,  3.59it/s]

 97%|█████████▋| 358/370 [01:33<00:03,  3.85it/s]

 97%|█████████▋| 359/370 [01:33<00:02,  3.87it/s]

 97%|█████████▋| 360/370 [01:34<00:02,  3.72it/s]

 98%|█████████▊| 361/370 [01:34<00:02,  3.74it/s]

 98%|█████████▊| 362/370 [01:34<00:02,  3.76it/s]

 98%|█████████▊| 363/370 [01:34<00:01,  4.11it/s]

 98%|█████████▊| 364/370 [01:35<00:01,  3.80it/s]

 99%|█████████▊| 365/370 [01:35<00:01,  3.98it/s]

 99%|█████████▉| 366/370 [01:35<00:01,  3.93it/s]

 99%|█████████▉| 367/370 [01:36<00:00,  3.94it/s]

 99%|█████████▉| 368/370 [01:36<00:00,  3.98it/s]

100%|█████████▉| 369/370 [01:36<00:00,  3.89it/s]

100%|██████████| 370/370 [01:36<00:00,  4.12it/s]
                                                         

                                                 

 60%|██████    | 12000/19900 [6:06:37<3:42:40,  1.69s/it]

100%|██████████| 370/370 [02:03<00:00,  4.12it/s]

                                                 Saving model checkpoint to ./checkpoint-12000
Configuration saved in ./checkpoint-12000/config.json
Model weights saved in ./checkpoint-12000/pytorch_model.bin
Configuration saved in ./checkpoint-12000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-10500] due to args.save_total_limit

 60%|██████    | 12001/19900 [6:08:01<139:20:48, 63.51s/it]
 60%|██████    | 12002/19900 [6:08:02<98:33:40, 44.93s/it] 
 60%|██████    | 12003/19900 [6:08:04<69:59:53, 31.91s/it]
 60%|██████    | 12004/19900 [6:08:06<50:04:04, 22.83s/it]
 60%|██████    | 12005/19900 [6:08:07<36:03:42, 16.44s/it]
 60%|██████    | 12006/19900 [6:08:09<26:15:59, 11.98s/it]
 60%|██████    | 12007/19900 [6:08:10<19:22:48,  8.84s/it]
 60%|██████    | 12008/19900 [6:08:12<14:32:41,  6.63s/it]
 60%|██████    | 12009/19900 [6:08:13<11:10:36,  5.10s/it]
 60%|██████    | 12010/19900 [6:08:15<8:49:07,  4.02s/it] 
 60%|██████    | 12011/19900 [6:08:16<7:08:00,  3.26s/it]
 60%|██████    | 12012/19900 [6:08:18<5:56:34,  2.71s/it]
 60%|██████    | 12013/19900 [6:08:19<5:04:46,  2.32s/it]
 60%|██████    | 12014/19900 [6:08:21<4:30:24,  2.06s/it]
 60%|██████    | 12015/19900 [6:08:22<4:02:46,  1.85s/it]
 60%|██████    | 12016/19900 [6:08:23<3:46:51,  1.73s/it]
 60%|██████    | 12017/19900 [6:08:25<3:29:41,  1.60s/it]
 60%|██████    | 12018/19900 [6:08:26<3:18:29,  1.51s/it]
 60%|██████    | 12019/19900 [6:08:27<3:10:24,  1.45s/it]
 60%|██████    | 12020/19900 [6:08:29<3:03:00,  1.39s/it]
 60%|██████    | 12021/19900 [6:08:30<3:00:24,  1.37s/it]
 60%|██████    | 12022/19900 [6:08:31<2:53:41,  1.32s/it]
 60%|██████    | 12023/19900 [6:08:32<2:50:24,  1.30s/it]
 60%|██████    | 12024/19900 [6:08:34<2:48:29,  1.28s/it]
 60%|██████    | 12025/19900 [6:08:35<2:45:24,  1.26s/it]
 60%|██████    | 12026/19900 [6:08:36<2:42:36,  1.24s/it]
 60%|██████    | 12027/19900 [6:08:37<2:40:31,  1.22s/it]
 60%|██████    | 12028/19900 [6:08:38<2:37:55,  1.20s/it]
 60%|██████    | 12029/19900 [6:08:39<2:33:55,  1.17s/it]
 60%|██████    | 12030/19900 [6:08:40<2:29:41,  1.14s/it]
 60%|██████    | 12031/19900 [6:08:41<2:25:46,  1.11s/it]
 60%|██████    | 12032/19900 [6:08:43<2:26:44,  1.12s/it]
 60%|██████    | 12033/19900 [6:08:44<2:23:08,  1.09s/it]
 60%|██████    | 12034/19900 [6:08:45<2:19:50,  1.07s/it]
 60%|██████    | 12035/19900 [6:08:46<2:17:43,  1.05s/it]
 60%|██████    | 12036/19900 [6:08:47<2:16:46,  1.04s/it]
 60%|██████    | 12037/19900 [6:08:48<2:13:21,  1.02s/it]
 60%|██████    | 12038/19900 [6:08:49<2:11:18,  1.00s/it]
 60%|██████    | 12039/19900 [6:08:51<3:03:05,  1.40s/it]
 61%|██████    | 12040/19900 [6:08:53<3:31:31,  1.61s/it]
 61%|██████    | 12041/19900 [6:08:55<3:45:23,  1.72s/it]
 61%|██████    | 12042/19900 [6:08:57<3:53:11,  1.78s/it]
 61%|██████    | 12043/19900 [6:08:59<3:57:56,  1.82s/it]
 61%|██████    | 12044/19900 [6:09:01<4:03:25,  1.86s/it]
 61%|██████    | 12045/19900 [6:09:03<4:01:28,  1.84s/it]
 61%|██████    | 12046/19900 [6:09:04<3:59:02,  1.83s/it]
 61%|██████    | 12047/19900 [6:09:06<3:55:56,  1.80s/it]
 61%|██████    | 12048/19900 [6:09:08<3:50:19,  1.76s/it]
 61%|██████    | 12049/19900 [6:09:10<3:47:54,  1.74s/it]
 61%|██████    | 12050/19900 [6:09:11<3:41:30,  1.69s/it]
 61%|██████    | 12051/19900 [6:09:13<3:37:54,  1.67s/it]
 61%|██████    | 12052/19900 [6:09:14<3:38:59,  1.67s/it]
 61%|██████    | 12053/19900 [6:09:16<3:36:20,  1.65s/it]
 61%|██████    | 12054/19900 [6:09:18<3:35:49,  1.65s/it]
 61%|██████    | 12055/19900 [6:09:19<3:31:28,  1.62s/it]
 61%|██████    | 12056/19900 [6:09:21<3:29:24,  1.60s/it]
 61%|██████    | 12057/19900 [6:09:22<3:27:31,  1.59s/it]
 61%|██████    | 12058/19900 [6:09:24<3:25:06,  1.57s/it]
 61%|██████    | 12059/19900 [6:09:25<3:21:06,  1.54s/it]
 61%|██████    | 12060/19900 [6:09:27<3:18:44,  1.52s/it]
 61%|██████    | 12061/19900 [6:09:28<3:21:15,  1.54s/it]
 61%|██████    | 12062/19900 [6:09:30<3:17:37,  1.51s/it]
 61%|██████    | 12063/19900 [6:09:31<3:13:35,  1.48s/it]
 61%|██████    | 12064/19900 [6:09:33<3:11:40,  1.47s/it]
 61%|██████    | 12065/19900 [6:09:34<3:09:17,  1.45s/it]
 61%|██████    | 12066/19900 [6:09:35<3:07:21,  1.43s/it]
 61%|██████    | 12067/19900 [6:09:37<3:02:48,  1.40s/it]
 61%|██████    | 12068/19900 [6:09:38<3:01:28,  1.39s/it]
 61%|██████    | 12069/19900 [6:09:39<2:58:40,  1.37s/it]
 61%|██████    | 12070/19900 [6:09:41<2:54:05,  1.33s/it]
 61%|██████    | 12071/19900 [6:09:42<2:51:42,  1.32s/it]
 61%|██████    | 12072/19900 [6:09:43<2:48:40,  1.29s/it]
 61%|██████    | 12073/19900 [6:09:45<2:50:11,  1.30s/it]
 61%|██████    | 12074/19900 [6:09:46<2:46:51,  1.28s/it]
 61%|██████    | 12075/19900 [6:09:47<2:46:43,  1.28s/it]
 61%|██████    | 12076/19900 [6:09:48<2:43:14,  1.25s/it]
 61%|██████    | 12077/19900 [6:09:49<2:40:57,  1.23s/it]
 61%|██████    | 12078/19900 [6:09:51<2:38:49,  1.22s/it]
 61%|██████    | 12079/19900 [6:09:52<2:38:56,  1.22s/it]
 61%|██████    | 12080/19900 [6:09:53<2:34:06,  1.18s/it]
 61%|██████    | 12081/19900 [6:09:54<2:29:44,  1.15s/it]
 61%|██████    | 12082/19900 [6:09:55<2:28:39,  1.14s/it]
 61%|██████    | 12083/19900 [6:09:56<2:24:31,  1.11s/it]
 61%|██████    | 12084/19900 [6:09:57<2:22:27,  1.09s/it]
 61%|██████    | 12085/19900 [6:09:58<2:18:32,  1.06s/it]
 61%|██████    | 12086/19900 [6:09:59<2:14:34,  1.03s/it]
 61%|██████    | 12087/19900 [6:10:00<2:08:44,  1.01it/s]
 61%|██████    | 12088/19900 [6:10:03<3:06:36,  1.43s/it]
 61%|██████    | 12089/19900 [6:10:05<3:36:37,  1.66s/it]
 61%|██████    | 12090/19900 [6:10:07<3:51:14,  1.78s/it]
 61%|██████    | 12091/19900 [6:10:09<4:02:46,  1.87s/it]
 61%|██████    | 12092/19900 [6:10:11<4:00:15,  1.85s/it]
 61%|██████    | 12093/19900 [6:10:12<4:00:07,  1.85s/it]
 61%|██████    | 12094/19900 [6:10:14<3:58:44,  1.84s/it]
 61%|██████    | 12095/19900 [6:10:16<3:52:59,  1.79s/it]
 61%|██████    | 12096/19900 [6:10:18<3:47:54,  1.75s/it]
 61%|██████    | 12097/19900 [6:10:19<3:45:47,  1.74s/it]
 61%|██████    | 12098/19900 [6:10:21<3:41:52,  1.71s/it]
 61%|██████    | 12099/19900 [6:10:23<3:40:12,  1.69s/it]
 61%|██████    | 12100/19900 [6:10:24<3:38:18,  1.68s/it]
                                                         

 61%|██████    | 12100/19900 [6:10:24<3:38:18,  1.68s/it]
 61%|██████    | 12101/19900 [6:10:26<3:35:53,  1.66s/it]
 61%|██████    | 12102/19900 [6:10:28<3:33:02,  1.64s/it]
 61%|██████    | 12103/19900 [6:10:29<3:30:23,  1.62s/it]
 61%|██████    | 12104/19900 [6:10:31<3:27:54,  1.60s/it]
 61%|██████    | 12105/19900 [6:10:32<3:24:14,  1.57s/it]
 61%|██████    | 12106/19900 [6:10:34<3:25:17,  1.58s/it]
 61%|██████    | 12107/19900 [6:10:35<3:22:29,  1.56s/it]
 61%|██████    | 12108/19900 [6:10:37<3:18:05,  1.53s/it]
 61%|██████    | 12109/19900 [6:10:38<3:16:45,  1.52s/it]
 61%|██████    | 12110/19900 [6:10:40<3:13:28,  1.49s/it]
 61%|██████    | 12111/19900 [6:10:41<3:11:30,  1.48s/it]
 61%|██████    | 12112/19900 [6:10:42<3:09:31,  1.46s/it]
 61%|██████    | 12113/19900 [6:10:44<3:06:10,  1.43s/it]
 61%|██████    | 12114/19900 [6:10:45<3:02:54,  1.41s/it]
 61%|██████    | 12115/19900 [6:10:47<2:59:19,  1.38s/it]
 61%|██████    | 12116/19900 [6:10:48<2:58:02,  1.37s/it]
 61%|██████    | 12117/19900 [6:10:49<2:54:31,  1.35s/it]
 61%|██████    | 12118/19900 [6:10:50<2:51:07,  1.32s/it]
 61%|██████    | 12119/19900 [6:10:52<2:48:51,  1.30s/it]
 61%|██████    | 12120/19900 [6:10:53<2:47:10,  1.29s/it]
 61%|██████    | 12121/19900 [6:10:54<2:47:56,  1.30s/it]
 61%|██████    | 12122/19900 [6:10:55<2:45:50,  1.28s/it]
 61%|██████    | 12123/19900 [6:10:57<2:43:52,  1.26s/it]
 61%|██████    | 12124/19900 [6:10:58<2:41:16,  1.24s/it]
 61%|██████    | 12125/19900 [6:10:59<2:40:21,  1.24s/it]
 61%|██████    | 12126/19900 [6:11:00<2:38:04,  1.22s/it]
 61%|██████    | 12127/19900 [6:11:01<2:36:08,  1.21s/it]
 61%|██████    | 12128/19900 [6:11:03<2:32:44,  1.18s/it]
 61%|██████    | 12129/19900 [6:11:04<2:29:45,  1.16s/it]
 61%|██████    | 12130/19900 [6:11:05<2:26:49,  1.13s/it]
 61%|██████    | 12131/19900 [6:11:06<2:23:56,  1.11s/it]
 61%|██████    | 12132/19900 [6:11:07<2:20:44,  1.09s/it]
 61%|██████    | 12133/19900 [6:11:08<2:20:18,  1.08s/it]
 61%|██████    | 12134/19900 [6:11:09<2:19:20,  1.08s/it]
 61%|██████    | 12135/19900 [6:11:10<2:17:48,  1.06s/it]
 61%|██████    | 12136/19900 [6:11:11<2:10:50,  1.01s/it]
 61%|██████    | 12137/19900 [6:11:13<2:42:00,  1.25s/it]
 61%|██████    | 12138/19900 [6:11:14<2:51:23,  1.32s/it]
 61%|██████    | 12139/19900 [6:11:15<2:47:34,  1.30s/it]
 61%|██████    | 12140/19900 [6:11:18<3:53:13,  1.80s/it]
 61%|██████    | 12141/19900 [6:11:21<4:09:02,  1.93s/it]
 61%|██████    | 12142/19900 [6:11:23<4:13:03,  1.96s/it]
 61%|██████    | 12143/19900 [6:11:25<4:12:39,  1.95s/it]
 61%|██████    | 12144/19900 [6:11:27<4:08:55,  1.93s/it]
 61%|██████    | 12145/19900 [6:11:28<4:06:24,  1.91s/it]
 61%|██████    | 12146/19900 [6:11:30<4:03:19,  1.88s/it]
 61%|██████    | 12147/19900 [6:11:32<3:57:41,  1.84s/it]
 61%|██████    | 12148/19900 [6:11:34<3:53:29,  1.81s/it]
 61%|██████    | 12149/19900 [6:11:35<3:49:15,  1.77s/it]
 61%|██████    | 12150/19900 [6:11:37<3:43:19,  1.73s/it]
 61%|██████    | 12151/19900 [6:11:39<3:39:59,  1.70s/it]
 61%|██████    | 12152/19900 [6:11:40<3:37:23,  1.68s/it]
 61%|██████    | 12153/19900 [6:11:42<3:33:38,  1.65s/it]
 61%|██████    | 12154/19900 [6:11:43<3:32:42,  1.65s/it]
 61%|██████    | 12155/19900 [6:11:45<3:27:37,  1.61s/it]
 61%|██████    | 12156/19900 [6:11:47<3:25:56,  1.60s/it]
 61%|██████    | 12157/19900 [6:11:48<3:25:57,  1.60s/it]
 61%|██████    | 12158/19900 [6:11:50<3:23:17,  1.58s/it]
 61%|██████    | 12159/19900 [6:11:51<3:21:12,  1.56s/it]
 61%|██████    | 12160/19900 [6:11:53<3:18:04,  1.54s/it]
 61%|██████    | 12161/19900 [6:11:54<3:14:13,  1.51s/it]
 61%|██████    | 12162/19900 [6:11:56<3:13:11,  1.50s/it]
 61%|██████    | 12163/19900 [6:11:57<3:10:10,  1.47s/it]
 61%|██████    | 12164/19900 [6:11:58<3:08:54,  1.47s/it]
 61%|██████    | 12165/19900 [6:12:00<3:06:15,  1.44s/it]
 61%|██████    | 12166/19900 [6:12:01<3:03:00,  1.42s/it]
 61%|██████    | 12167/19900 [6:12:03<2:59:36,  1.39s/it]
 61%|██████    | 12168/19900 [6:12:04<2:56:03,  1.37s/it]
 61%|██████    | 12169/19900 [6:12:05<2:53:15,  1.34s/it]
 61%|██████    | 12170/19900 [6:12:06<2:50:43,  1.33s/it]
 61%|██████    | 12171/19900 [6:12:08<2:49:09,  1.31s/it]
 61%|██████    | 12172/19900 [6:12:09<2:49:23,  1.32s/it]
 61%|██████    | 12173/19900 [6:12:10<2:46:08,  1.29s/it]
 61%|██████    | 12174/19900 [6:12:12<2:43:52,  1.27s/it]
 61%|██████    | 12175/19900 [6:12:13<2:42:27,  1.26s/it]
 61%|██████    | 12176/19900 [6:12:14<2:40:10,  1.24s/it]
 61%|██████    | 12177/19900 [6:12:15<2:39:25,  1.24s/it]
 61%|██████    | 12178/19900 [6:12:16<2:37:59,  1.23s/it]
 61%|██████    | 12179/19900 [6:12:18<2:38:20,  1.23s/it]
 61%|██████    | 12180/19900 [6:12:19<2:34:33,  1.20s/it]
 61%|██████    | 12181/19900 [6:12:20<2:29:53,  1.17s/it]
 61%|██████    | 12182/19900 [6:12:21<2:26:53,  1.14s/it]
 61%|██████    | 12183/19900 [6:12:22<2:23:39,  1.12s/it]
 61%|██████    | 12184/19900 [6:12:23<2:21:05,  1.10s/it]
 61%|██████    | 12185/19900 [6:12:24<2:17:19,  1.07s/it]
 61%|██████    | 12186/19900 [6:12:25<2:16:58,  1.07s/it]
 61%|██████    | 12187/19900 [6:12:26<2:11:59,  1.03s/it]
 61%|██████    | 12188/19900 [6:12:27<2:10:02,  1.01s/it]
 61%|██████▏   | 12189/19900 [6:12:29<3:05:58,  1.45s/it]
 61%|██████▏   | 12190/19900 [6:12:32<3:30:51,  1.64s/it]
 61%|██████▏   | 12191/19900 [6:12:34<3:44:19,  1.75s/it]
 61%|██████▏   | 12192/19900 [6:12:35<3:48:19,  1.78s/it]
 61%|██████▏   | 12193/19900 [6:12:37<3:50:30,  1.79s/it]
 61%|██████▏   | 12194/19900 [6:12:39<3:50:39,  1.80s/it]
 61%|██████▏   | 12195/19900 [6:12:41<3:50:04,  1.79s/it]
 61%|██████▏   | 12196/19900 [6:12:43<3:50:03,  1.79s/it]
 61%|██████▏   | 12197/19900 [6:12:44<3:45:15,  1.75s/it]
 61%|██████▏   | 12198/19900 [6:12:46<3:43:34,  1.74s/it]
 61%|██████▏   | 12199/19900 [6:12:48<3:40:40,  1.72s/it]
 61%|██████▏   | 12200/19900 [6:12:49<3:39:45,  1.71s/it]
                                                         

 61%|██████▏   | 12200/19900 [6:12:49<3:39:45,  1.71s/it]
 61%|██████▏   | 12201/19900 [6:12:51<3:35:15,  1.68s/it]
 61%|██████▏   | 12202/19900 [6:12:53<3:31:27,  1.65s/it]
 61%|██████▏   | 12203/19900 [6:12:54<3:28:02,  1.62s/it]
 61%|██████▏   | 12204/19900 [6:12:56<3:25:36,  1.60s/it]
 61%|██████▏   | 12205/19900 [6:12:57<3:22:33,  1.58s/it]
 61%|██████▏   | 12206/19900 [6:12:59<3:21:23,  1.57s/it]
 61%|██████▏   | 12207/19900 [6:13:00<3:18:51,  1.55s/it]
 61%|██████▏   | 12208/19900 [6:13:02<3:16:05,  1.53s/it]
 61%|██████▏   | 12209/19900 [6:13:03<3:13:58,  1.51s/it]
 61%|██████▏   | 12210/19900 [6:13:05<3:11:51,  1.50s/it]
 61%|██████▏   | 12211/19900 [6:13:06<3:09:37,  1.48s/it]
 61%|██████▏   | 12212/19900 [6:13:08<3:07:44,  1.47s/it]
 61%|██████▏   | 12213/19900 [6:13:09<3:05:11,  1.45s/it]
 61%|██████▏   | 12214/19900 [6:13:10<3:03:28,  1.43s/it]
 61%|██████▏   | 12215/19900 [6:13:12<2:59:53,  1.40s/it]
 61%|██████▏   | 12216/19900 [6:13:13<2:56:11,  1.38s/it]
 61%|██████▏   | 12217/19900 [6:13:14<2:57:37,  1.39s/it]
 61%|██████▏   | 12218/19900 [6:13:16<2:55:51,  1.37s/it]
 61%|██████▏   | 12219/19900 [6:13:17<2:52:42,  1.35s/it]
 61%|██████▏   | 12220/19900 [6:13:18<2:49:45,  1.33s/it]
 61%|██████▏   | 12221/19900 [6:13:20<2:48:02,  1.31s/it]
 61%|██████▏   | 12222/19900 [6:13:21<2:46:38,  1.30s/it]
 61%|██████▏   | 12223/19900 [6:13:22<2:44:03,  1.28s/it]
 61%|██████▏   | 12224/19900 [6:13:23<2:42:15,  1.27s/it]
 61%|██████▏   | 12225/19900 [6:13:25<2:43:30,  1.28s/it]
 61%|██████▏   | 12226/19900 [6:13:26<2:41:39,  1.26s/it]
 61%|██████▏   | 12227/19900 [6:13:27<2:38:52,  1.24s/it]
 61%|██████▏   | 12228/19900 [6:13:28<2:35:53,  1.22s/it]
 61%|██████▏   | 12229/19900 [6:13:29<2:36:48,  1.23s/it]
 61%|██████▏   | 12230/19900 [6:13:31<2:32:36,  1.19s/it]
 61%|██████▏   | 12231/19900 [6:13:32<2:27:30,  1.15s/it]
 61%|██████▏   | 12232/19900 [6:13:33<2:26:52,  1.15s/it]
 61%|██████▏   | 12233/19900 [6:13:34<2:25:10,  1.14s/it]
 61%|██████▏   | 12234/19900 [6:13:35<2:20:24,  1.10s/it]
 61%|██████▏   | 12235/19900 [6:13:36<2:19:06,  1.09s/it]
 61%|██████▏   | 12236/19900 [6:13:37<2:15:23,  1.06s/it]
 61%|██████▏   | 12237/19900 [6:13:38<2:09:56,  1.02s/it]
 61%|██████▏   | 12238/19900 [6:13:40<3:03:56,  1.44s/it]
 62%|██████▏   | 12239/19900 [6:13:42<3:30:02,  1.65s/it]
 62%|██████▏   | 12240/19900 [6:13:44<3:44:02,  1.75s/it]
 62%|██████▏   | 12241/19900 [6:13:46<3:52:59,  1.83s/it]
 62%|██████▏   | 12242/19900 [6:13:48<3:55:15,  1.84s/it]
 62%|██████▏   | 12243/19900 [6:13:50<3:58:09,  1.87s/it]
 62%|██████▏   | 12244/19900 [6:13:52<3:53:21,  1.83s/it]
 62%|██████▏   | 12245/19900 [6:13:54<3:49:48,  1.80s/it]
 62%|██████▏   | 12246/19900 [6:13:55<3:45:51,  1.77s/it]
 62%|██████▏   | 12247/19900 [6:13:57<3:42:36,  1.75s/it]
 62%|██████▏   | 12248/19900 [6:13:59<3:40:16,  1.73s/it]
 62%|██████▏   | 12249/19900 [6:14:00<3:35:22,  1.69s/it]
 62%|██████▏   | 12250/19900 [6:14:02<3:29:45,  1.65s/it]
 62%|██████▏   | 12251/19900 [6:14:03<3:27:27,  1.63s/it]
 62%|██████▏   | 12252/19900 [6:14:05<3:28:12,  1.63s/it]
 62%|██████▏   | 12253/19900 [6:14:07<3:24:58,  1.61s/it]
 62%|██████▏   | 12254/19900 [6:14:08<3:23:11,  1.59s/it]
 62%|██████▏   | 12255/19900 [6:14:10<3:19:45,  1.57s/it]
 62%|██████▏   | 12256/19900 [6:14:11<3:15:32,  1.53s/it]
 62%|██████▏   | 12257/19900 [6:14:13<3:14:09,  1.52s/it]
 62%|██████▏   | 12258/19900 [6:14:14<3:12:49,  1.51s/it]
 62%|██████▏   | 12259/19900 [6:14:16<3:10:42,  1.50s/it]
 62%|██████▏   | 12260/19900 [6:14:17<3:08:03,  1.48s/it]
 62%|██████▏   | 12261/19900 [6:14:19<3:07:39,  1.47s/it]
 62%|██████▏   | 12262/19900 [6:14:20<3:04:17,  1.45s/it]
 62%|██████▏   | 12263/19900 [6:14:21<3:00:28,  1.42s/it]
 62%|██████▏   | 12264/19900 [6:14:23<2:57:06,  1.39s/it]
 62%|██████▏   | 12265/19900 [6:14:24<2:54:38,  1.37s/it]
 62%|██████▏   | 12266/19900 [6:14:25<2:52:37,  1.36s/it]
 62%|██████▏   | 12267/19900 [6:14:27<2:49:28,  1.33s/it]
 62%|██████▏   | 12268/19900 [6:14:28<2:46:42,  1.31s/it]
 62%|██████▏   | 12269/19900 [6:14:29<2:46:05,  1.31s/it]
 62%|██████▏   | 12270/19900 [6:14:30<2:46:34,  1.31s/it]
 62%|██████▏   | 12271/19900 [6:14:32<2:44:36,  1.29s/it]
 62%|██████▏   | 12272/19900 [6:14:33<2:45:37,  1.30s/it]
 62%|██████▏   | 12273/19900 [6:14:34<2:42:35,  1.28s/it]
 62%|██████▏   | 12274/19900 [6:14:35<2:39:12,  1.25s/it]
 62%|██████▏   | 12275/19900 [6:14:37<2:38:39,  1.25s/it]
 62%|██████▏   | 12276/19900 [6:14:38<2:38:40,  1.25s/it]
 62%|██████▏   | 12277/19900 [6:14:39<2:35:02,  1.22s/it]
 62%|██████▏   | 12278/19900 [6:14:40<2:33:27,  1.21s/it]
 62%|██████▏   | 12279/19900 [6:14:41<2:29:36,  1.18s/it]
 62%|██████▏   | 12280/19900 [6:14:42<2:25:52,  1.15s/it]
 62%|██████▏   | 12281/19900 [6:14:43<2:20:59,  1.11s/it]
 62%|██████▏   | 12282/19900 [6:14:44<2:17:30,  1.08s/it]
 62%|██████▏   | 12283/19900 [6:14:45<2:14:41,  1.06s/it]
 62%|██████▏   | 12284/19900 [6:14:46<2:12:22,  1.04s/it]
 62%|██████▏   | 12285/19900 [6:14:47<2:09:29,  1.02s/it]
 62%|██████▏   | 12286/19900 [6:14:48<2:03:58,  1.02it/s]
 62%|██████▏   | 12287/19900 [6:14:51<2:54:11,  1.37s/it]
 62%|██████▏   | 12288/19900 [6:14:53<3:19:05,  1.57s/it]
 62%|██████▏   | 12289/19900 [6:14:55<3:33:50,  1.69s/it]
 62%|██████▏   | 12290/19900 [6:14:57<3:42:36,  1.76s/it]
 62%|██████▏   | 12291/19900 [6:14:58<3:49:44,  1.81s/it]
 62%|██████▏   | 12292/19900 [6:15:00<3:47:59,  1.80s/it]
 62%|██████▏   | 12293/19900 [6:15:02<3:41:56,  1.75s/it]
 62%|██████▏   | 12294/19900 [6:15:03<3:37:32,  1.72s/it]
 62%|██████▏   | 12295/19900 [6:15:05<3:33:08,  1.68s/it]
 62%|██████▏   | 12296/19900 [6:15:07<3:29:10,  1.65s/it]
 62%|██████▏   | 12297/19900 [6:15:08<3:25:36,  1.62s/it]
 62%|██████▏   | 12298/19900 [6:15:10<3:22:43,  1.60s/it]
 62%|██████▏   | 12299/19900 [6:15:11<3:22:42,  1.60s/it]
 62%|██████▏   | 12300/19900 [6:15:13<3:20:18,  1.58s/it]
                                                         

 62%|██████▏   | 12300/19900 [6:15:13<3:20:18,  1.58s/it]
 62%|██████▏   | 12301/19900 [6:15:14<3:19:23,  1.57s/it]
 62%|██████▏   | 12302/19900 [6:15:16<3:18:29,  1.57s/it]
 62%|██████▏   | 12303/19900 [6:15:18<3:17:22,  1.56s/it]
 62%|██████▏   | 12304/19900 [6:15:19<3:15:22,  1.54s/it]
 62%|██████▏   | 12305/19900 [6:15:21<3:13:34,  1.53s/it]
 62%|██████▏   | 12306/19900 [6:15:22<3:12:46,  1.52s/it]
 62%|██████▏   | 12307/19900 [6:15:24<3:10:52,  1.51s/it]
 62%|██████▏   | 12308/19900 [6:15:25<3:07:21,  1.48s/it]
 62%|██████▏   | 12309/19900 [6:15:26<3:08:15,  1.49s/it]
 62%|██████▏   | 12310/19900 [6:15:28<3:07:24,  1.48s/it]
 62%|██████▏   | 12311/19900 [6:15:29<3:05:05,  1.46s/it]
 62%|██████▏   | 12312/19900 [6:15:31<3:02:33,  1.44s/it]
 62%|██████▏   | 12313/19900 [6:15:32<2:57:42,  1.41s/it]
 62%|██████▏   | 12314/19900 [6:15:33<2:55:19,  1.39s/it]
 62%|██████▏   | 12315/19900 [6:15:35<2:52:10,  1.36s/it]
 62%|██████▏   | 12316/19900 [6:15:36<2:49:39,  1.34s/it]
 62%|██████▏   | 12317/19900 [6:15:37<2:47:23,  1.32s/it]
 62%|██████▏   | 12318/19900 [6:15:39<2:45:52,  1.31s/it]
 62%|██████▏   | 12319/19900 [6:15:40<2:43:43,  1.30s/it]
 62%|██████▏   | 12320/19900 [6:15:41<2:42:38,  1.29s/it]
 62%|██████▏   | 12321/19900 [6:15:42<2:40:14,  1.27s/it]
 62%|██████▏   | 12322/19900 [6:15:44<2:40:24,  1.27s/it]
 62%|██████▏   | 12323/19900 [6:15:45<2:38:17,  1.25s/it]
 62%|██████▏   | 12324/19900 [6:15:46<2:35:09,  1.23s/it]
 62%|██████▏   | 12325/19900 [6:15:47<2:35:55,  1.24s/it]
 62%|██████▏   | 12326/19900 [6:15:48<2:31:53,  1.20s/it]
 62%|██████▏   | 12327/19900 [6:15:49<2:28:20,  1.18s/it]
 62%|██████▏   | 12328/19900 [6:15:51<2:26:38,  1.16s/it]
 62%|██████▏   | 12329/19900 [6:15:52<2:22:10,  1.13s/it]
 62%|██████▏   | 12330/19900 [6:15:53<2:18:50,  1.10s/it]
 62%|██████▏   | 12331/19900 [6:15:54<2:15:12,  1.07s/it]
 62%|██████▏   | 12332/19900 [6:15:55<2:12:33,  1.05s/it]
 62%|██████▏   | 12333/19900 [6:15:56<2:12:38,  1.05s/it]
 62%|██████▏   | 12334/19900 [6:15:57<2:08:34,  1.02s/it]
 62%|██████▏   | 12335/19900 [6:15:58<2:03:16,  1.02it/s]
 62%|██████▏   | 12336/19900 [6:16:00<2:39:12,  1.26s/it]
 62%|██████▏   | 12337/19900 [6:16:01<2:47:08,  1.33s/it]
 62%|██████▏   | 12338/19900 [6:16:02<2:43:04,  1.29s/it]
 62%|██████▏   | 12339/19900 [6:16:05<3:41:33,  1.76s/it]
 62%|██████▏   | 12340/19900 [6:16:07<3:54:49,  1.86s/it]
 62%|██████▏   | 12341/19900 [6:16:09<3:59:32,  1.90s/it]
 62%|██████▏   | 12342/19900 [6:16:11<4:00:27,  1.91s/it]
 62%|██████▏   | 12343/19900 [6:16:13<3:58:13,  1.89s/it]
 62%|██████▏   | 12344/19900 [6:16:15<3:55:20,  1.87s/it]
 62%|██████▏   | 12345/19900 [6:16:16<3:50:03,  1.83s/it]
 62%|██████▏   | 12346/19900 [6:16:18<3:44:48,  1.79s/it]
 62%|██████▏   | 12347/19900 [6:16:20<3:40:03,  1.75s/it]
 62%|██████▏   | 12348/19900 [6:16:21<3:36:57,  1.72s/it]
 62%|██████▏   | 12349/19900 [6:16:23<3:35:15,  1.71s/it]
 62%|██████▏   | 12350/19900 [6:16:25<3:33:18,  1.70s/it]
 62%|██████▏   | 12351/19900 [6:16:26<3:32:03,  1.69s/it]
 62%|██████▏   | 12352/19900 [6:16:28<3:27:01,  1.65s/it]
 62%|██████▏   | 12353/19900 [6:16:30<3:23:22,  1.62s/it]
 62%|██████▏   | 12354/19900 [6:16:31<3:22:08,  1.61s/it]
 62%|██████▏   | 12355/19900 [6:16:33<3:17:43,  1.57s/it]
 62%|██████▏   | 12356/19900 [6:16:34<3:16:54,  1.57s/it]
 62%|██████▏   | 12357/19900 [6:16:36<3:14:20,  1.55s/it]
 62%|██████▏   | 12358/19900 [6:16:37<3:13:07,  1.54s/it]
 62%|██████▏   | 12359/19900 [6:16:39<3:10:57,  1.52s/it]
 62%|██████▏   | 12360/19900 [6:16:40<3:10:02,  1.51s/it]
 62%|██████▏   | 12361/19900 [6:16:42<3:07:11,  1.49s/it]
 62%|██████▏   | 12362/19900 [6:16:43<3:05:22,  1.48s/it]
 62%|██████▏   | 12363/19900 [6:16:45<3:04:25,  1.47s/it]
 62%|██████▏   | 12364/19900 [6:16:46<3:01:14,  1.44s/it]
 62%|██████▏   | 12365/19900 [6:16:47<2:57:02,  1.41s/it]
 62%|██████▏   | 12366/19900 [6:16:49<2:53:29,  1.38s/it]
 62%|██████▏   | 12367/19900 [6:16:50<2:47:22,  1.33s/it]
 62%|██████▏   | 12368/19900 [6:16:51<2:44:49,  1.31s/it]
 62%|██████▏   | 12369/19900 [6:16:52<2:40:08,  1.28s/it]
 62%|██████▏   | 12370/19900 [6:16:53<2:36:46,  1.25s/it]
 62%|██████▏   | 12371/19900 [6:16:55<2:35:05,  1.24s/it]
 62%|██████▏   | 12372/19900 [6:16:56<2:35:34,  1.24s/it]
 62%|██████▏   | 12373/19900 [6:16:57<2:36:30,  1.25s/it]
 62%|██████▏   | 12374/19900 [6:16:58<2:34:41,  1.23s/it]
 62%|██████▏   | 12375/19900 [6:17:00<2:33:08,  1.22s/it]
 62%|██████▏   | 12376/19900 [6:17:01<2:32:47,  1.22s/it]
 62%|██████▏   | 12377/19900 [6:17:02<2:30:42,  1.20s/it]
 62%|██████▏   | 12378/19900 [6:17:03<2:27:40,  1.18s/it]
 62%|██████▏   | 12379/19900 [6:17:04<2:24:58,  1.16s/it]
 62%|██████▏   | 12380/19900 [6:17:05<2:23:52,  1.15s/it]
 62%|██████▏   | 12381/19900 [6:17:06<2:22:11,  1.13s/it]
 62%|██████▏   | 12382/19900 [6:17:07<2:20:59,  1.13s/it]
 62%|██████▏   | 12383/19900 [6:17:09<2:17:14,  1.10s/it]
 62%|██████▏   | 12384/19900 [6:17:10<2:13:46,  1.07s/it]
 62%|██████▏   | 12385/19900 [6:17:10<2:09:38,  1.04s/it]
 62%|██████▏   | 12386/19900 [6:17:11<2:05:40,  1.00s/it]
 62%|██████▏   | 12387/19900 [6:17:12<2:01:26,  1.03it/s]
 62%|██████▏   | 12388/19900 [6:17:15<2:54:20,  1.39s/it]
 62%|██████▏   | 12389/19900 [6:17:17<3:23:55,  1.63s/it]
 62%|██████▏   | 12390/19900 [6:17:19<3:37:53,  1.74s/it]
 62%|██████▏   | 12391/19900 [6:17:21<3:44:56,  1.80s/it]
 62%|██████▏   | 12392/19900 [6:17:23<3:47:11,  1.82s/it]
 62%|██████▏   | 12393/19900 [6:17:24<3:46:32,  1.81s/it]
 62%|██████▏   | 12394/19900 [6:17:26<3:48:19,  1.83s/it]
 62%|██████▏   | 12395/19900 [6:17:28<3:45:30,  1.80s/it]
 62%|██████▏   | 12396/19900 [6:17:30<3:41:27,  1.77s/it]
 62%|██████▏   | 12397/19900 [6:17:31<3:37:20,  1.74s/it]
 62%|██████▏   | 12398/19900 [6:17:33<3:34:52,  1.72s/it]
 62%|██████▏   | 12399/19900 [6:17:35<3:31:48,  1.69s/it]
 62%|██████▏   | 12400/19900 [6:17:36<3:29:23,  1.68s/it]
                                                         

 62%|██████▏   | 12400/19900 [6:17:36<3:29:23,  1.68s/it]
 62%|██████▏   | 12401/19900 [6:17:38<3:28:29,  1.67s/it]
 62%|██████▏   | 12402/19900 [6:17:40<3:25:50,  1.65s/it]
 62%|██████▏   | 12403/19900 [6:17:41<3:22:59,  1.62s/it]
 62%|██████▏   | 12404/19900 [6:17:43<3:20:11,  1.60s/it]
 62%|██████▏   | 12405/19900 [6:17:44<3:16:07,  1.57s/it]
 62%|██████▏   | 12406/19900 [6:17:46<3:13:56,  1.55s/it]
 62%|██████▏   | 12407/19900 [6:17:47<3:10:24,  1.52s/it]
 62%|██████▏   | 12408/19900 [6:17:49<3:07:35,  1.50s/it]
 62%|██████▏   | 12409/19900 [6:17:50<3:06:01,  1.49s/it]
 62%|██████▏   | 12410/19900 [6:17:52<3:03:04,  1.47s/it]
 62%|██████▏   | 12411/19900 [6:17:53<3:00:50,  1.45s/it]
 62%|██████▏   | 12412/19900 [6:17:54<3:02:23,  1.46s/it]
 62%|██████▏   | 12413/19900 [6:17:56<2:59:39,  1.44s/it]
 62%|██████▏   | 12414/19900 [6:17:57<2:57:47,  1.43s/it]
 62%|██████▏   | 12415/19900 [6:17:59<2:54:17,  1.40s/it]
 62%|██████▏   | 12416/19900 [6:18:00<2:53:51,  1.39s/it]
 62%|██████▏   | 12417/19900 [6:18:01<2:52:47,  1.39s/it]
 62%|██████▏   | 12418/19900 [6:18:03<2:52:30,  1.38s/it]
 62%|██████▏   | 12419/19900 [6:18:04<2:50:34,  1.37s/it]
 62%|██████▏   | 12420/19900 [6:18:05<2:44:49,  1.32s/it]
 62%|██████▏   | 12421/19900 [6:18:06<2:41:16,  1.29s/it]
 62%|██████▏   | 12422/19900 [6:18:08<2:38:56,  1.28s/it]
 62%|██████▏   | 12423/19900 [6:18:09<2:36:09,  1.25s/it]
 62%|██████▏   | 12424/19900 [6:18:10<2:37:55,  1.27s/it]
 62%|██████▏   | 12425/19900 [6:18:11<2:39:34,  1.28s/it]
 62%|██████▏   | 12426/19900 [6:18:13<2:36:01,  1.25s/it]
 62%|██████▏   | 12427/19900 [6:18:14<2:36:00,  1.25s/it]
 62%|██████▏   | 12428/19900 [6:18:15<2:31:09,  1.21s/it]
 62%|██████▏   | 12429/19900 [6:18:16<2:26:19,  1.18s/it]
 62%|██████▏   | 12430/19900 [6:18:17<2:26:18,  1.18s/it]
 62%|██████▏   | 12431/19900 [6:18:18<2:22:45,  1.15s/it]
 62%|██████▏   | 12432/19900 [6:18:19<2:17:58,  1.11s/it]
 62%|██████▏   | 12433/19900 [6:18:20<2:17:29,  1.10s/it]
 62%|██████▏   | 12434/19900 [6:18:21<2:12:26,  1.06s/it]
 62%|██████▏   | 12435/19900 [6:18:22<2:09:17,  1.04s/it]
 62%|██████▏   | 12436/19900 [6:18:23<2:05:32,  1.01s/it]
 62%|██████▏   | 12437/19900 [6:18:26<2:58:31,  1.44s/it]
 63%|██████▎   | 12438/19900 [6:18:28<3:26:08,  1.66s/it]
 63%|██████▎   | 12439/19900 [6:18:30<3:38:13,  1.75s/it]
 63%|██████▎   | 12440/19900 [6:18:32<3:49:12,  1.84s/it]
 63%|██████▎   | 12441/19900 [6:18:34<3:47:24,  1.83s/it]
 63%|██████▎   | 12442/19900 [6:18:36<3:45:53,  1.82s/it]
 63%|██████▎   | 12443/19900 [6:18:37<3:45:48,  1.82s/it]
 63%|██████▎   | 12444/19900 [6:18:39<3:43:52,  1.80s/it]
 63%|██████▎   | 12445/19900 [6:18:41<3:37:58,  1.75s/it]
 63%|██████▎   | 12446/19900 [6:18:43<3:37:21,  1.75s/it]
 63%|██████▎   | 12447/19900 [6:18:44<3:32:23,  1.71s/it]
 63%|██████▎   | 12448/19900 [6:18:46<3:26:58,  1.67s/it]
 63%|██████▎   | 12449/19900 [6:18:47<3:23:57,  1.64s/it]
 63%|██████▎   | 12450/19900 [6:18:49<3:20:56,  1.62s/it]
 63%|██████▎   | 12451/19900 [6:18:50<3:18:13,  1.60s/it]
 63%|██████▎   | 12452/19900 [6:18:52<3:17:13,  1.59s/it]
 63%|██████▎   | 12453/19900 [6:18:54<3:13:20,  1.56s/it]
 63%|██████▎   | 12454/19900 [6:18:55<3:10:23,  1.53s/it]
 63%|██████▎   | 12455/19900 [6:18:56<3:08:13,  1.52s/it]
 63%|██████▎   | 12456/19900 [6:18:58<3:06:28,  1.50s/it]
 63%|██████▎   | 12457/19900 [6:18:59<3:05:12,  1.49s/it]
 63%|██████▎   | 12458/19900 [6:19:01<3:06:23,  1.50s/it]
 63%|██████▎   | 12459/19900 [6:19:02<3:05:30,  1.50s/it]
 63%|██████▎   | 12460/19900 [6:19:04<3:04:16,  1.49s/it]
 63%|██████▎   | 12461/19900 [6:19:05<3:01:37,  1.46s/it]
 63%|██████▎   | 12462/19900 [6:19:07<3:01:30,  1.46s/it]
 63%|██████▎   | 12463/19900 [6:19:08<2:58:22,  1.44s/it]
 63%|██████▎   | 12464/19900 [6:19:09<2:53:37,  1.40s/it]
 63%|██████▎   | 12465/19900 [6:19:11<2:51:00,  1.38s/it]
 63%|██████▎   | 12466/19900 [6:19:12<2:49:43,  1.37s/it]
 63%|██████▎   | 12467/19900 [6:19:14<2:51:03,  1.38s/it]
 63%|██████▎   | 12468/19900 [6:19:15<2:47:23,  1.35s/it]
 63%|██████▎   | 12469/19900 [6:19:16<2:45:14,  1.33s/it]
 63%|██████▎   | 12470/19900 [6:19:17<2:45:17,  1.33s/it]
 63%|██████▎   | 12471/19900 [6:19:19<2:42:00,  1.31s/it]
 63%|██████▎   | 12472/19900 [6:19:20<2:41:54,  1.31s/it]
 63%|██████▎   | 12473/19900 [6:19:21<2:38:29,  1.28s/it]
 63%|██████▎   | 12474/19900 [6:19:22<2:36:43,  1.27s/it]
 63%|██████▎   | 12475/19900 [6:19:24<2:32:43,  1.23s/it]
 63%|██████▎   | 12476/19900 [6:19:25<2:34:44,  1.25s/it]
 63%|██████▎   | 12477/19900 [6:19:26<2:34:37,  1.25s/it]
 63%|██████▎   | 12478/19900 [6:19:27<2:29:49,  1.21s/it]
 63%|██████▎   | 12479/19900 [6:19:28<2:24:28,  1.17s/it]
 63%|██████▎   | 12480/19900 [6:19:29<2:18:51,  1.12s/it]
 63%|██████▎   | 12481/19900 [6:19:30<2:11:54,  1.07s/it]
 63%|██████▎   | 12482/19900 [6:19:31<2:06:11,  1.02s/it]
 63%|██████▎   | 12483/19900 [6:19:32<2:07:44,  1.03s/it]
 63%|██████▎   | 12484/19900 [6:19:33<2:06:48,  1.03s/it]
 63%|██████▎   | 12485/19900 [6:19:34<2:02:00,  1.01it/s]
 63%|██████▎   | 12486/19900 [6:19:36<2:52:09,  1.39s/it]
 63%|██████▎   | 12487/19900 [6:19:39<3:19:35,  1.62s/it]
 63%|██████▎   | 12488/19900 [6:19:41<3:33:43,  1.73s/it]
 63%|██████▎   | 12489/19900 [6:19:43<3:39:52,  1.78s/it]
 63%|██████▎   | 12490/19900 [6:19:44<3:45:01,  1.82s/it]
 63%|██████▎   | 12491/19900 [6:19:46<3:44:21,  1.82s/it]
 63%|██████▎   | 12492/19900 [6:19:48<3:42:05,  1.80s/it]
 63%|██████▎   | 12493/19900 [6:19:50<3:38:04,  1.77s/it]
 63%|██████▎   | 12494/19900 [6:19:51<3:38:51,  1.77s/it]
 63%|██████▎   | 12495/19900 [6:19:53<3:35:30,  1.75s/it]
 63%|██████▎   | 12496/19900 [6:19:55<3:31:09,  1.71s/it]
 63%|██████▎   | 12497/19900 [6:19:56<3:28:54,  1.69s/it]
 63%|██████▎   | 12498/19900 [6:19:58<3:24:02,  1.65s/it]
 63%|██████▎   | 12499/19900 [6:20:00<3:21:20,  1.63s/it]
 63%|██████▎   | 12500/19900 [6:20:01<3:18:35,  1.61s/it]
                                                         

 63%|██████▎   | 12500/19900 [6:20:01<3:18:35,  1.61s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.3589394092559814, 'eval_wer': 0.9070317782285328, 'eval_cer': 0.3392149654862558, 'eval_runtime': 123.5116, 'eval_samples_per_second': 23.949, 'eval_steps_per_second': 2.996, 'epoch': 60.3}
{'loss': 2.4874, 'learning_rate': 3.2723463687150835e-05, 'epoch': 60.8}
{'loss': 2.4834, 'learning_rate': 3.2304469273743014e-05, 'epoch': 61.31}
{'loss': 2.478, 'learning_rate': 3.1885474860335194e-05, 'epoch': 61.81}
{'loss': 2.4811, 'learning_rate': 3.147067039106145e-05, 'epoch': 62.31}
{'loss': 2.4588, 'learning_rate': 3.105167597765363e-05, 'epoch': 62.81}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.77it/s]

  1%|          | 3/370 [00:00<01:02,  5.85it/s]

  1%|          | 4/370 [00:00<01:15,  4.85it/s]

  1%|▏         | 5/370 [00:00<01:20,  4.52it/s]

  2%|▏         | 6/370 [00:01<01:14,  4.91it/s]

  2%|▏         | 7/370 [00:01<01:24,  4.31it/s]

  2%|▏         | 8/370 [00:01<01:21,  4.42it/s]

  2%|▏         | 9/370 [00:01<01:24,  4.29it/s]

  3%|▎         | 10/370 [00:02<01:27,  4.12it/s]

  3%|▎         | 11/370 [00:02<01:26,  4.17it/s]

  3%|▎         | 12/370 [00:02<01:26,  4.14it/s]

  4%|▎         | 13/370 [00:02<01:25,  4.16it/s]

  4%|▍         | 14/370 [00:03<01:28,  4.02it/s]

  4%|▍         | 15/370 [00:03<01:22,  4.30it/s]

  4%|▍         | 16/370 [00:03<01:24,  4.20it/s]

  5%|▍         | 17/370 [00:03<01:18,  4.48it/s]

  5%|▍         | 18/370 [00:03<01:14,  4.73it/s]

  5%|▌         | 19/370 [00:04<01:18,  4.48it/s]

  5%|▌         | 20/370 [00:04<01:20,  4.34it/s]

  6%|▌         | 21/370 [00:04<01:17,  4.49it/s]

  6%|▌         | 22/370 [00:04<01:13,  4.74it/s]

  6%|▌         | 23/370 [00:05<01:12,  4.77it/s]

  6%|▋         | 24/370 [00:05<01:14,  4.67it/s]

  7%|▋         | 25/370 [00:05<01:15,  4.54it/s]

  7%|▋         | 26/370 [00:05<01:12,  4.74it/s]

  7%|▋         | 27/370 [00:05<01:13,  4.69it/s]

  8%|▊         | 28/370 [00:06<01:14,  4.57it/s]

  8%|▊         | 29/370 [00:06<01:18,  4.33it/s]

  8%|▊         | 30/370 [00:06<01:19,  4.29it/s]

  8%|▊         | 31/370 [00:06<01:17,  4.36it/s]

  9%|▊         | 32/370 [00:07<01:16,  4.42it/s]

  9%|▉         | 33/370 [00:07<01:15,  4.44it/s]

  9%|▉         | 34/370 [00:07<01:15,  4.45it/s]

  9%|▉         | 35/370 [00:07<01:19,  4.20it/s]

 10%|▉         | 36/370 [00:08<01:19,  4.21it/s]

 10%|█         | 37/370 [00:08<01:21,  4.09it/s]

 10%|█         | 38/370 [00:08<01:19,  4.19it/s]

 11%|█         | 39/370 [00:08<01:15,  4.41it/s]

 11%|█         | 40/370 [00:08<01:15,  4.34it/s]

 11%|█         | 41/370 [00:09<01:16,  4.30it/s]

 11%|█▏        | 42/370 [00:09<01:21,  4.04it/s]

 12%|█▏        | 43/370 [00:09<01:20,  4.08it/s]

 12%|█▏        | 44/370 [00:09<01:16,  4.28it/s]

 12%|█▏        | 45/370 [00:10<01:25,  3.82it/s]

 12%|█▏        | 46/370 [00:10<01:20,  4.04it/s]

 13%|█▎        | 47/370 [00:10<01:29,  3.60it/s]

 13%|█▎        | 48/370 [00:11<01:31,  3.54it/s]

 13%|█▎        | 49/370 [00:11<01:23,  3.84it/s]

 14%|█▎        | 50/370 [00:11<01:17,  4.11it/s]

 14%|█▍        | 51/370 [00:11<01:19,  4.00it/s]

 14%|█▍        | 52/370 [00:12<01:13,  4.33it/s]

 14%|█▍        | 53/370 [00:12<01:16,  4.16it/s]

 15%|█▍        | 54/370 [00:12<01:13,  4.32it/s]

 15%|█▍        | 55/370 [00:12<01:17,  4.09it/s]

 15%|█▌        | 56/370 [00:12<01:17,  4.08it/s]

 15%|█▌        | 57/370 [00:13<01:10,  4.47it/s]

 16%|█▌        | 58/370 [00:13<01:15,  4.15it/s]

 16%|█▌        | 59/370 [00:13<01:13,  4.22it/s]

 16%|█▌        | 60/370 [00:13<01:10,  4.41it/s]

 16%|█▋        | 61/370 [00:14<01:12,  4.28it/s]

 17%|█▋        | 62/370 [00:14<01:11,  4.30it/s]

 17%|█▋        | 63/370 [00:14<01:05,  4.66it/s]

 17%|█▋        | 64/370 [00:14<01:04,  4.76it/s]

 18%|█▊        | 65/370 [00:14<01:06,  4.60it/s]

 18%|█▊        | 66/370 [00:15<01:04,  4.69it/s]

 18%|█▊        | 67/370 [00:15<01:07,  4.50it/s]

 18%|█▊        | 68/370 [00:15<01:11,  4.20it/s]

 19%|█▊        | 69/370 [00:15<01:06,  4.51it/s]

 19%|█▉        | 70/370 [00:16<01:11,  4.22it/s]

 19%|█▉        | 71/370 [00:16<01:12,  4.12it/s]

 19%|█▉        | 72/370 [00:16<01:13,  4.08it/s]

 20%|█▉        | 73/370 [00:16<01:13,  4.03it/s]

 20%|██        | 74/370 [00:17<01:15,  3.90it/s]

 20%|██        | 75/370 [00:17<01:14,  3.96it/s]

 21%|██        | 76/370 [00:17<01:08,  4.27it/s]

 21%|██        | 77/370 [00:17<01:05,  4.48it/s]

 21%|██        | 78/370 [00:18<01:10,  4.15it/s]

 21%|██▏       | 79/370 [00:18<01:08,  4.26it/s]

 22%|██▏       | 80/370 [00:18<01:07,  4.31it/s]

 22%|██▏       | 81/370 [00:18<01:05,  4.42it/s]

 22%|██▏       | 82/370 [00:18<01:05,  4.43it/s]

 22%|██▏       | 83/370 [00:19<01:05,  4.37it/s]

 23%|██▎       | 84/370 [00:19<01:06,  4.30it/s]

 23%|██▎       | 85/370 [00:19<01:03,  4.46it/s]

 23%|██▎       | 86/370 [00:19<01:03,  4.46it/s]

 24%|██▎       | 87/370 [00:20<01:01,  4.58it/s]

 24%|██▍       | 88/370 [00:20<01:04,  4.36it/s]

 24%|██▍       | 89/370 [00:20<01:05,  4.27it/s]

 24%|██▍       | 90/370 [00:20<01:04,  4.33it/s]

 25%|██▍       | 91/370 [00:21<01:02,  4.43it/s]

 25%|██▍       | 92/370 [00:21<01:05,  4.27it/s]

 25%|██▌       | 93/370 [00:21<01:11,  3.87it/s]

 25%|██▌       | 94/370 [00:21<01:14,  3.72it/s]

 26%|██▌       | 95/370 [00:22<01:16,  3.59it/s]

 26%|██▌       | 96/370 [00:22<01:17,  3.52it/s]

 26%|██▌       | 97/370 [00:22<01:14,  3.66it/s]

 26%|██▋       | 98/370 [00:22<01:11,  3.82it/s]

 27%|██▋       | 99/370 [00:23<01:07,  4.03it/s]

 27%|██▋       | 100/370 [00:23<01:03,  4.26it/s]

 27%|██▋       | 101/370 [00:23<01:01,  4.38it/s]

 28%|██▊       | 102/370 [00:23<00:59,  4.54it/s]

 28%|██▊       | 103/370 [00:23<00:55,  4.79it/s]

 28%|██▊       | 104/370 [00:24<01:01,  4.34it/s]

 28%|██▊       | 105/370 [00:24<01:00,  4.40it/s]

 29%|██▊       | 106/370 [00:24<01:02,  4.23it/s]

 29%|██▉       | 107/370 [00:24<01:01,  4.30it/s]

 29%|██▉       | 108/370 [00:25<01:02,  4.18it/s]

 29%|██▉       | 109/370 [00:25<01:03,  4.11it/s]

 30%|██▉       | 110/370 [00:25<01:00,  4.33it/s]

 30%|███       | 111/370 [00:25<00:59,  4.37it/s]

 30%|███       | 112/370 [00:26<01:04,  4.00it/s]

 31%|███       | 113/370 [00:26<01:02,  4.11it/s]

 31%|███       | 114/370 [00:26<00:59,  4.28it/s]

 31%|███       | 115/370 [00:26<01:04,  3.97it/s]

 31%|███▏      | 116/370 [00:27<01:08,  3.73it/s]

 32%|███▏      | 117/370 [00:27<01:09,  3.63it/s]

 32%|███▏      | 118/370 [00:27<01:10,  3.57it/s]

 32%|███▏      | 119/370 [00:28<01:06,  3.76it/s]

 32%|███▏      | 120/370 [00:28<01:02,  3.99it/s]

 33%|███▎      | 121/370 [00:28<01:00,  4.10it/s]

 33%|███▎      | 122/370 [00:28<00:59,  4.14it/s]

 33%|███▎      | 123/370 [00:28<00:57,  4.32it/s]

 34%|███▎      | 124/370 [00:29<00:52,  4.67it/s]

 34%|███▍      | 125/370 [00:29<00:54,  4.46it/s]

 34%|███▍      | 126/370 [00:29<00:56,  4.29it/s]

 34%|███▍      | 127/370 [00:29<00:59,  4.07it/s]

 35%|███▍      | 128/370 [00:30<01:00,  3.97it/s]

 35%|███▍      | 129/370 [00:30<01:03,  3.77it/s]

 35%|███▌      | 130/370 [00:30<01:03,  3.76it/s]

 35%|███▌      | 131/370 [00:31<01:05,  3.63it/s]

 36%|███▌      | 132/370 [00:31<00:59,  3.97it/s]

 36%|███▌      | 133/370 [00:31<00:57,  4.11it/s]

 36%|███▌      | 134/370 [00:31<01:01,  3.83it/s]

 36%|███▋      | 135/370 [00:31<01:00,  3.89it/s]

 37%|███▋      | 136/370 [00:32<00:58,  4.01it/s]

 37%|███▋      | 137/370 [00:32<01:00,  3.88it/s]

 37%|███▋      | 138/370 [00:32<00:58,  3.94it/s]

 38%|███▊      | 139/370 [00:32<00:56,  4.10it/s]

 38%|███▊      | 140/370 [00:33<00:53,  4.32it/s]

 38%|███▊      | 141/370 [00:33<00:56,  4.07it/s]

 38%|███▊      | 142/370 [00:33<00:59,  3.83it/s]

 39%|███▊      | 143/370 [00:33<00:58,  3.90it/s]

 39%|███▉      | 144/370 [00:34<01:00,  3.77it/s]

 39%|███▉      | 145/370 [00:34<01:03,  3.56it/s]

 39%|███▉      | 146/370 [00:34<01:04,  3.49it/s]

 40%|███▉      | 147/370 [00:35<01:01,  3.62it/s]

 40%|████      | 148/370 [00:35<01:02,  3.56it/s]

 40%|████      | 149/370 [00:35<00:59,  3.70it/s]

 41%|████      | 150/370 [00:35<00:54,  4.00it/s]

 41%|████      | 151/370 [00:36<00:53,  4.07it/s]

 41%|████      | 152/370 [00:36<00:54,  4.01it/s]

 41%|████▏     | 153/370 [00:36<00:55,  3.93it/s]

 42%|████▏     | 154/370 [00:36<00:56,  3.80it/s]

 42%|████▏     | 155/370 [00:37<00:54,  3.93it/s]

 42%|████▏     | 156/370 [00:37<00:56,  3.78it/s]

 42%|████▏     | 157/370 [00:37<00:58,  3.66it/s]

 43%|████▎     | 158/370 [00:38<00:57,  3.66it/s]

 43%|████▎     | 159/370 [00:38<00:55,  3.77it/s]

 43%|████▎     | 160/370 [00:38<00:55,  3.75it/s]

 44%|████▎     | 161/370 [00:38<00:55,  3.79it/s]

 44%|████▍     | 162/370 [00:39<00:55,  3.78it/s]

 44%|████▍     | 163/370 [00:39<00:51,  4.00it/s]

 44%|████▍     | 164/370 [00:39<00:51,  4.03it/s]

 45%|████▍     | 165/370 [00:39<00:53,  3.83it/s]

 45%|████▍     | 166/370 [00:40<00:54,  3.73it/s]

 45%|████▌     | 167/370 [00:40<00:52,  3.85it/s]

 45%|████▌     | 168/370 [00:40<00:50,  4.01it/s]

 46%|████▌     | 169/370 [00:40<00:48,  4.13it/s]

 46%|████▌     | 170/370 [00:41<00:48,  4.09it/s]

 46%|████▌     | 171/370 [00:41<00:50,  3.98it/s]

 46%|████▋     | 172/370 [00:41<00:45,  4.32it/s]

 47%|████▋     | 173/370 [00:41<00:41,  4.75it/s]

 47%|████▋     | 174/370 [00:41<00:44,  4.42it/s]

 47%|████▋     | 175/370 [00:42<00:43,  4.53it/s]

 48%|████▊     | 176/370 [00:42<00:41,  4.66it/s]

 48%|████▊     | 177/370 [00:42<00:44,  4.37it/s]

 48%|████▊     | 178/370 [00:42<00:42,  4.51it/s]

 48%|████▊     | 179/370 [00:43<00:43,  4.41it/s]

 49%|████▊     | 180/370 [00:43<00:39,  4.78it/s]

 49%|████▉     | 181/370 [00:43<00:40,  4.71it/s]

 49%|████▉     | 182/370 [00:43<00:40,  4.66it/s]

 49%|████▉     | 183/370 [00:43<00:43,  4.29it/s]

 50%|████▉     | 184/370 [00:44<00:43,  4.25it/s]

 50%|█████     | 185/370 [00:44<00:41,  4.44it/s]

 50%|█████     | 186/370 [00:44<00:42,  4.36it/s]

 51%|█████     | 187/370 [00:44<00:43,  4.18it/s]

 51%|█████     | 188/370 [00:45<00:43,  4.14it/s]

 51%|█████     | 189/370 [00:45<00:45,  3.95it/s]

 51%|█████▏    | 190/370 [00:45<00:43,  4.10it/s]

 52%|█████▏    | 191/370 [00:45<00:42,  4.21it/s]

 52%|█████▏    | 192/370 [00:46<00:43,  4.06it/s]

 52%|█████▏    | 193/370 [00:46<00:44,  3.97it/s]

 52%|█████▏    | 194/370 [00:46<00:40,  4.37it/s]

 53%|█████▎    | 195/370 [00:46<00:41,  4.19it/s]

 53%|█████▎    | 196/370 [00:47<00:41,  4.22it/s]

 53%|█████▎    | 197/370 [00:47<00:40,  4.27it/s]

 54%|█████▎    | 198/370 [00:47<00:41,  4.19it/s]

 54%|█████▍    | 199/370 [00:47<00:42,  4.01it/s]

 54%|█████▍    | 200/370 [00:48<00:42,  3.98it/s]

 54%|█████▍    | 201/370 [00:48<00:41,  4.05it/s]

 55%|█████▍    | 202/370 [00:48<00:40,  4.10it/s]

 55%|█████▍    | 203/370 [00:48<00:39,  4.23it/s]

 55%|█████▌    | 204/370 [00:49<00:41,  3.96it/s]

 55%|█████▌    | 205/370 [00:49<00:39,  4.21it/s]

 56%|█████▌    | 206/370 [00:49<00:40,  4.09it/s]

 56%|█████▌    | 207/370 [00:49<00:40,  4.03it/s]

 56%|█████▌    | 208/370 [00:50<00:43,  3.75it/s]

 56%|█████▋    | 209/370 [00:50<00:41,  3.87it/s]

 57%|█████▋    | 210/370 [00:50<00:43,  3.71it/s]

 57%|█████▋    | 211/370 [00:50<00:44,  3.59it/s]

 57%|█████▋    | 212/370 [00:51<00:43,  3.61it/s]

 58%|█████▊    | 213/370 [00:51<00:43,  3.58it/s]

 58%|█████▊    | 214/370 [00:51<00:41,  3.75it/s]

 58%|█████▊    | 215/370 [00:52<00:45,  3.41it/s]

 58%|█████▊    | 216/370 [00:52<00:43,  3.54it/s]

 59%|█████▊    | 217/370 [00:52<00:41,  3.65it/s]

 59%|█████▉    | 218/370 [00:52<00:39,  3.86it/s]

 59%|█████▉    | 219/370 [00:53<00:40,  3.75it/s]

 59%|█████▉    | 220/370 [00:53<00:39,  3.79it/s]

 60%|█████▉    | 221/370 [00:53<00:40,  3.66it/s]

 60%|██████    | 222/370 [00:53<00:39,  3.76it/s]

 60%|██████    | 223/370 [00:54<00:39,  3.68it/s]

 61%|██████    | 224/370 [00:54<00:41,  3.48it/s]

 61%|██████    | 225/370 [00:54<00:45,  3.17it/s]

 61%|██████    | 226/370 [00:55<00:45,  3.20it/s]

 61%|██████▏   | 227/370 [00:55<00:45,  3.18it/s]

 62%|██████▏   | 228/370 [00:55<00:44,  3.18it/s]

 62%|██████▏   | 229/370 [00:56<00:43,  3.23it/s]

 62%|██████▏   | 230/370 [00:56<00:42,  3.31it/s]

 62%|██████▏   | 231/370 [00:56<00:40,  3.45it/s]

 63%|██████▎   | 232/370 [00:56<00:41,  3.33it/s]

 63%|██████▎   | 233/370 [00:57<00:41,  3.31it/s]

 63%|██████▎   | 234/370 [00:57<00:39,  3.45it/s]

 64%|██████▎   | 235/370 [00:57<00:38,  3.53it/s]

 64%|██████▍   | 236/370 [00:58<00:36,  3.69it/s]

 64%|██████▍   | 237/370 [00:58<00:36,  3.66it/s]

 64%|██████▍   | 238/370 [00:58<00:35,  3.72it/s]

 65%|██████▍   | 239/370 [00:58<00:35,  3.74it/s]

 65%|██████▍   | 240/370 [00:59<00:35,  3.62it/s]

 65%|██████▌   | 241/370 [00:59<00:35,  3.62it/s]

 65%|██████▌   | 242/370 [00:59<00:34,  3.70it/s]

 66%|██████▌   | 243/370 [01:00<00:37,  3.41it/s]

 66%|██████▌   | 244/370 [01:00<00:39,  3.21it/s]

 66%|██████▌   | 245/370 [01:00<00:37,  3.35it/s]

 66%|██████▋   | 246/370 [01:00<00:35,  3.47it/s]

 67%|██████▋   | 247/370 [01:01<00:32,  3.81it/s]

 67%|██████▋   | 248/370 [01:01<00:30,  4.00it/s]

 67%|██████▋   | 249/370 [01:01<00:30,  3.97it/s]

 68%|██████▊   | 250/370 [01:01<00:33,  3.61it/s]

 68%|██████▊   | 251/370 [01:02<00:31,  3.73it/s]

 68%|██████▊   | 252/370 [01:02<00:34,  3.41it/s]

 68%|██████▊   | 253/370 [01:02<00:33,  3.47it/s]

 69%|██████▊   | 254/370 [01:03<00:33,  3.48it/s]

 69%|██████▉   | 255/370 [01:03<00:32,  3.51it/s]

 69%|██████▉   | 256/370 [01:03<00:33,  3.37it/s]

 69%|██████▉   | 257/370 [01:04<00:34,  3.29it/s]

 70%|██████▉   | 258/370 [01:04<00:34,  3.24it/s]

 70%|███████   | 259/370 [01:04<00:34,  3.25it/s]

 70%|███████   | 260/370 [01:04<00:32,  3.44it/s]

 71%|███████   | 261/370 [01:05<00:31,  3.42it/s]

 71%|███████   | 262/370 [01:05<00:31,  3.45it/s]

 71%|███████   | 263/370 [01:05<00:32,  3.34it/s]

 71%|███████▏  | 264/370 [01:06<00:33,  3.15it/s]

 72%|███████▏  | 265/370 [01:06<00:31,  3.30it/s]

 72%|███████▏  | 266/370 [01:06<00:32,  3.21it/s]

 72%|███████▏  | 267/370 [01:07<00:32,  3.16it/s]

 72%|███████▏  | 268/370 [01:07<00:31,  3.19it/s]

 73%|███████▎  | 269/370 [01:07<00:32,  3.08it/s]

 73%|███████▎  | 270/370 [01:08<00:32,  3.06it/s]

 73%|███████▎  | 271/370 [01:08<00:32,  3.05it/s]

 74%|███████▎  | 272/370 [01:08<00:32,  3.06it/s]

 74%|███████▍  | 273/370 [01:09<00:31,  3.05it/s]

 74%|███████▍  | 274/370 [01:09<00:33,  2.88it/s]

 74%|███████▍  | 275/370 [01:09<00:32,  2.97it/s]

 75%|███████▍  | 276/370 [01:10<00:31,  3.01it/s]

 75%|███████▍  | 277/370 [01:10<00:31,  2.98it/s]

 75%|███████▌  | 278/370 [01:10<00:34,  2.64it/s]

 75%|███████▌  | 279/370 [01:11<00:34,  2.64it/s]

 76%|███████▌  | 280/370 [01:11<00:33,  2.71it/s]

 76%|███████▌  | 281/370 [01:11<00:31,  2.85it/s]

 76%|███████▌  | 282/370 [01:12<00:31,  2.76it/s]

 76%|███████▋  | 283/370 [01:12<00:30,  2.85it/s]

 77%|███████▋  | 284/370 [01:12<00:30,  2.85it/s]

 77%|███████▋  | 285/370 [01:13<00:32,  2.64it/s]

 77%|███████▋  | 286/370 [01:13<00:31,  2.64it/s]

 78%|███████▊  | 287/370 [01:14<00:29,  2.81it/s]

 78%|███████▊  | 288/370 [01:14<00:27,  2.97it/s]

 78%|███████▊  | 289/370 [01:14<00:25,  3.22it/s]

 78%|███████▊  | 290/370 [01:15<00:25,  3.10it/s]

 79%|███████▊  | 291/370 [01:15<00:26,  3.01it/s]

 79%|███████▉  | 292/370 [01:15<00:24,  3.16it/s]

 79%|███████▉  | 293/370 [01:15<00:24,  3.12it/s]

 79%|███████▉  | 294/370 [01:16<00:23,  3.25it/s]

 80%|███████▉  | 295/370 [01:16<00:23,  3.18it/s]

 80%|████████  | 296/370 [01:16<00:22,  3.28it/s]

 80%|████████  | 297/370 [01:17<00:22,  3.22it/s]

 81%|████████  | 298/370 [01:17<00:23,  3.07it/s]

 81%|████████  | 299/370 [01:17<00:22,  3.16it/s]

 81%|████████  | 300/370 [01:18<00:21,  3.23it/s]

 81%|████████▏ | 301/370 [01:18<00:21,  3.15it/s]

 82%|████████▏ | 302/370 [01:18<00:21,  3.22it/s]

 82%|████████▏ | 303/370 [01:19<00:20,  3.24it/s]

 82%|████████▏ | 304/370 [01:19<00:20,  3.26it/s]

 82%|████████▏ | 305/370 [01:19<00:20,  3.16it/s]

 83%|████████▎ | 306/370 [01:20<00:21,  2.97it/s]

 83%|████████▎ | 307/370 [01:20<00:20,  3.13it/s]

 83%|████████▎ | 308/370 [01:20<00:19,  3.20it/s]

 84%|████████▎ | 309/370 [01:21<00:19,  3.09it/s]

 84%|████████▍ | 310/370 [01:21<00:19,  3.08it/s]

 84%|████████▍ | 311/370 [01:21<00:19,  3.08it/s]

 84%|████████▍ | 312/370 [01:22<00:19,  2.99it/s]

 85%|████████▍ | 313/370 [01:22<00:18,  3.09it/s]

 85%|████████▍ | 314/370 [01:22<00:16,  3.36it/s]

 85%|████████▌ | 315/370 [01:22<00:15,  3.45it/s]

 85%|████████▌ | 316/370 [01:23<00:15,  3.38it/s]

 86%|████████▌ | 317/370 [01:23<00:15,  3.36it/s]

 86%|████████▌ | 318/370 [01:23<00:16,  3.21it/s]

 86%|████████▌ | 319/370 [01:24<00:15,  3.29it/s]

 86%|████████▋ | 320/370 [01:24<00:15,  3.14it/s]

 87%|████████▋ | 321/370 [01:24<00:15,  3.23it/s]

 87%|████████▋ | 322/370 [01:25<00:14,  3.25it/s]

 87%|████████▋ | 323/370 [01:25<00:14,  3.23it/s]

 88%|████████▊ | 324/370 [01:25<00:13,  3.34it/s]

 88%|████████▊ | 325/370 [01:25<00:13,  3.29it/s]

 88%|████████▊ | 326/370 [01:26<00:13,  3.21it/s]

 88%|████████▊ | 327/370 [01:26<00:13,  3.15it/s]

 89%|████████▊ | 328/370 [01:26<00:12,  3.36it/s]

 89%|████████▉ | 329/370 [01:27<00:11,  3.42it/s]

 89%|████████▉ | 330/370 [01:27<00:12,  3.27it/s]

 89%|████████▉ | 331/370 [01:27<00:12,  3.10it/s]

 90%|████████▉ | 332/370 [01:28<00:11,  3.17it/s]

 90%|█████████ | 333/370 [01:28<00:12,  3.08it/s]

 90%|█████████ | 334/370 [01:28<00:11,  3.15it/s]

 91%|█████████ | 335/370 [01:29<00:10,  3.26it/s]

 91%|█████████ | 336/370 [01:29<00:10,  3.21it/s]

 91%|█████████ | 337/370 [01:29<00:10,  3.17it/s]

 91%|█████████▏| 338/370 [01:30<00:10,  3.17it/s]

 92%|█████████▏| 339/370 [01:30<00:09,  3.17it/s]

 92%|█████████▏| 340/370 [01:30<00:09,  3.15it/s]

 92%|█████████▏| 341/370 [01:30<00:08,  3.28it/s]

 92%|█████████▏| 342/370 [01:31<00:08,  3.42it/s]

 93%|█████████▎| 343/370 [01:31<00:07,  3.58it/s]

 93%|█████████▎| 344/370 [01:31<00:07,  3.27it/s]

 93%|█████████▎| 345/370 [01:32<00:08,  3.08it/s]

 94%|█████████▎| 346/370 [01:32<00:07,  3.03it/s]

 94%|█████████▍| 347/370 [01:32<00:07,  3.07it/s]

 94%|█████████▍| 348/370 [01:33<00:06,  3.26it/s]

 94%|█████████▍| 349/370 [01:33<00:06,  3.21it/s]

 95%|█████████▍| 350/370 [01:33<00:06,  3.33it/s]

 95%|█████████▍| 351/370 [01:34<00:06,  3.09it/s]

 95%|█████████▌| 352/370 [01:34<00:05,  3.02it/s]

 95%|█████████▌| 353/370 [01:34<00:05,  3.11it/s]

 96%|█████████▌| 354/370 [01:35<00:05,  3.11it/s]

 96%|█████████▌| 355/370 [01:35<00:04,  3.31it/s]

 96%|█████████▌| 356/370 [01:35<00:04,  3.43it/s]

 96%|█████████▋| 357/370 [01:35<00:03,  3.55it/s]

 97%|█████████▋| 358/370 [01:36<00:03,  3.79it/s]

 97%|█████████▋| 359/370 [01:36<00:02,  3.85it/s]

 97%|█████████▋| 360/370 [01:36<00:02,  3.65it/s]

 98%|█████████▊| 361/370 [01:36<00:02,  3.64it/s]

 98%|█████████▊| 362/370 [01:37<00:02,  3.70it/s]

 98%|█████████▊| 363/370 [01:37<00:01,  4.03it/s]

 98%|█████████▊| 364/370 [01:37<00:01,  3.69it/s]

 99%|█████████▊| 365/370 [01:37<00:01,  3.86it/s]

 99%|█████████▉| 366/370 [01:38<00:01,  3.85it/s]

 99%|█████████▉| 367/370 [01:38<00:00,  3.89it/s]

 99%|█████████▉| 368/370 [01:38<00:00,  3.89it/s]

100%|█████████▉| 369/370 [01:38<00:00,  3.80it/s]

100%|██████████| 370/370 [01:39<00:00,  4.08it/s]
                                                         

                                                 

 63%|██████▎   | 12500/19900 [6:22:07<3:18:35,  1.61s/it]

100%|██████████| 370/370 [02:05<00:00,  4.08it/s]

                                                 Saving model checkpoint to ./checkpoint-12500
Configuration saved in ./checkpoint-12500/config.json
Model weights saved in ./checkpoint-12500/pytorch_model.bin
Configuration saved in ./checkpoint-12500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-11000] due to args.save_total_limit

 63%|██████▎   | 12501/19900 [6:23:28<130:08:15, 63.32s/it]
 63%|██████▎   | 12502/19900 [6:23:30<92:06:09, 44.82s/it] 
 63%|██████▎   | 12503/19900 [6:23:32<65:25:57, 31.84s/it]
 63%|██████▎   | 12504/19900 [6:23:33<46:47:44, 22.78s/it]
 63%|██████▎   | 12505/19900 [6:23:35<33:39:50, 16.39s/it]
 63%|██████▎   | 12506/19900 [6:23:36<24:30:43, 11.93s/it]
 63%|██████▎   | 12507/19900 [6:23:38<18:03:37,  8.79s/it]
 63%|██████▎   | 12508/19900 [6:23:39<13:33:26,  6.60s/it]
 63%|██████▎   | 12509/19900 [6:23:41<10:19:51,  5.03s/it]
 63%|██████▎   | 12510/19900 [6:23:42<8:04:47,  3.94s/it] 
 63%|██████▎   | 12511/19900 [6:23:43<6:32:49,  3.19s/it]
 63%|██████▎   | 12512/19900 [6:23:45<5:26:35,  2.65s/it]
 63%|██████▎   | 12513/19900 [6:23:46<4:37:08,  2.25s/it]
 63%|██████▎   | 12514/19900 [6:23:47<4:01:40,  1.96s/it]
 63%|██████▎   | 12515/19900 [6:23:49<3:36:34,  1.76s/it]
 63%|██████▎   | 12516/19900 [6:23:50<3:19:36,  1.62s/it]
 63%|██████▎   | 12517/19900 [6:23:51<3:10:06,  1.55s/it]
 63%|██████▎   | 12518/19900 [6:23:53<2:58:17,  1.45s/it]
 63%|██████▎   | 12519/19900 [6:23:54<2:52:53,  1.41s/it]
 63%|██████▎   | 12520/19900 [6:23:55<2:48:19,  1.37s/it]
 63%|██████▎   | 12521/19900 [6:23:56<2:42:48,  1.32s/it]
 63%|██████▎   | 12522/19900 [6:23:58<2:40:14,  1.30s/it]
 63%|██████▎   | 12523/19900 [6:23:59<2:37:33,  1.28s/it]
 63%|██████▎   | 12524/19900 [6:24:00<2:35:44,  1.27s/it]
 63%|██████▎   | 12525/19900 [6:24:01<2:29:47,  1.22s/it]
 63%|██████▎   | 12526/19900 [6:24:03<2:30:11,  1.22s/it]
 63%|██████▎   | 12527/19900 [6:24:04<2:28:45,  1.21s/it]
 63%|██████▎   | 12528/19900 [6:24:05<2:24:34,  1.18s/it]
 63%|██████▎   | 12529/19900 [6:24:06<2:23:37,  1.17s/it]
 63%|██████▎   | 12530/19900 [6:24:07<2:22:33,  1.16s/it]
 63%|██████▎   | 12531/19900 [6:24:08<2:16:34,  1.11s/it]
 63%|██████▎   | 12532/19900 [6:24:09<2:16:05,  1.11s/it]
 63%|██████▎   | 12533/19900 [6:24:10<2:10:52,  1.07s/it]
 63%|██████▎   | 12534/19900 [6:24:11<2:06:32,  1.03s/it]
 63%|██████▎   | 12535/19900 [6:24:13<2:39:03,  1.30s/it]
 63%|██████▎   | 12536/19900 [6:24:15<2:47:29,  1.36s/it]
 63%|██████▎   | 12537/19900 [6:24:16<2:43:15,  1.33s/it]
 63%|██████▎   | 12538/19900 [6:24:19<3:40:27,  1.80s/it]
 63%|██████▎   | 12539/19900 [6:24:21<3:56:33,  1.93s/it]
 63%|██████▎   | 12540/19900 [6:24:23<4:00:58,  1.96s/it]
 63%|██████▎   | 12541/19900 [6:24:25<3:59:28,  1.95s/it]
 63%|██████▎   | 12542/19900 [6:24:27<3:59:35,  1.95s/it]
 63%|██████▎   | 12543/19900 [6:24:29<3:53:06,  1.90s/it]
 63%|██████▎   | 12544/19900 [6:24:30<3:46:17,  1.85s/it]
 63%|██████▎   | 12545/19900 [6:24:32<3:39:48,  1.79s/it]
 63%|██████▎   | 12546/19900 [6:24:34<3:34:03,  1.75s/it]
 63%|██████▎   | 12547/19900 [6:24:35<3:34:46,  1.75s/it]
 63%|██████▎   | 12548/19900 [6:24:37<3:30:52,  1.72s/it]
 63%|██████▎   | 12549/19900 [6:24:39<3:27:46,  1.70s/it]
 63%|██████▎   | 12550/19900 [6:24:40<3:28:07,  1.70s/it]
 63%|██████▎   | 12551/19900 [6:24:42<3:23:28,  1.66s/it]
 63%|██████▎   | 12552/19900 [6:24:44<3:21:22,  1.64s/it]
 63%|██████▎   | 12553/19900 [6:24:45<3:16:51,  1.61s/it]
 63%|██████▎   | 12554/19900 [6:24:47<3:13:52,  1.58s/it]
 63%|██████▎   | 12555/19900 [6:24:48<3:11:53,  1.57s/it]
 63%|██████▎   | 12556/19900 [6:24:50<3:09:13,  1.55s/it]
 63%|██████▎   | 12557/19900 [6:24:51<3:07:31,  1.53s/it]
 63%|██████▎   | 12558/19900 [6:24:53<3:05:02,  1.51s/it]
 63%|██████▎   | 12559/19900 [6:24:54<3:01:34,  1.48s/it]
 63%|██████▎   | 12560/19900 [6:24:56<3:01:00,  1.48s/it]
 63%|██████▎   | 12561/19900 [6:24:57<2:58:04,  1.46s/it]
 63%|██████▎   | 12562/19900 [6:24:58<2:56:13,  1.44s/it]
 63%|██████▎   | 12563/19900 [6:25:00<2:54:53,  1.43s/it]
 63%|██████▎   | 12564/19900 [6:25:01<2:53:43,  1.42s/it]
 63%|██████▎   | 12565/19900 [6:25:02<2:50:23,  1.39s/it]
 63%|██████▎   | 12566/19900 [6:25:04<2:49:11,  1.38s/it]
 63%|██████▎   | 12567/19900 [6:25:05<2:46:18,  1.36s/it]
 63%|██████▎   | 12568/19900 [6:25:06<2:43:31,  1.34s/it]
 63%|██████▎   | 12569/19900 [6:25:08<2:40:50,  1.32s/it]
 63%|██████▎   | 12570/19900 [6:25:09<2:40:49,  1.32s/it]
 63%|██████▎   | 12571/19900 [6:25:10<2:38:06,  1.29s/it]
 63%|██████▎   | 12572/19900 [6:25:12<2:37:09,  1.29s/it]
 63%|██████▎   | 12573/19900 [6:25:13<2:33:19,  1.26s/it]
 63%|██████▎   | 12574/19900 [6:25:14<2:30:59,  1.24s/it]
 63%|██████▎   | 12575/19900 [6:25:15<2:30:16,  1.23s/it]
 63%|██████▎   | 12576/19900 [6:25:16<2:30:45,  1.24s/it]
 63%|██████▎   | 12577/19900 [6:25:18<2:29:27,  1.22s/it]
 63%|██████▎   | 12578/19900 [6:25:19<2:28:37,  1.22s/it]
 63%|██████▎   | 12579/19900 [6:25:20<2:24:32,  1.18s/it]
 63%|██████▎   | 12580/19900 [6:25:21<2:23:45,  1.18s/it]
 63%|██████▎   | 12581/19900 [6:25:22<2:18:10,  1.13s/it]
 63%|██████▎   | 12582/19900 [6:25:23<2:13:45,  1.10s/it]
 63%|██████▎   | 12583/19900 [6:25:24<2:09:52,  1.06s/it]
 63%|██████▎   | 12584/19900 [6:25:25<2:05:01,  1.03s/it]
 63%|██████▎   | 12585/19900 [6:25:26<1:57:05,  1.04it/s]
 63%|██████▎   | 12586/19900 [6:25:27<1:52:30,  1.08it/s]
 63%|██████▎   | 12587/19900 [6:25:29<2:45:34,  1.36s/it]
 63%|██████▎   | 12588/19900 [6:25:31<3:13:52,  1.59s/it]
 63%|██████▎   | 12589/19900 [6:25:33<3:28:03,  1.71s/it]
 63%|██████▎   | 12590/19900 [6:25:35<3:36:01,  1.77s/it]
 63%|██████▎   | 12591/19900 [6:25:37<3:39:08,  1.80s/it]
 63%|██████▎   | 12592/19900 [6:25:39<3:39:10,  1.80s/it]
 63%|██████▎   | 12593/19900 [6:25:41<3:39:35,  1.80s/it]
 63%|██████▎   | 12594/19900 [6:25:42<3:37:51,  1.79s/it]
 63%|██████▎   | 12595/19900 [6:25:44<3:34:01,  1.76s/it]
 63%|██████▎   | 12596/19900 [6:25:46<3:33:44,  1.76s/it]
 63%|██████▎   | 12597/19900 [6:25:47<3:29:46,  1.72s/it]
 63%|██████▎   | 12598/19900 [6:25:49<3:28:22,  1.71s/it]
 63%|██████▎   | 12599/19900 [6:25:51<3:23:08,  1.67s/it]
 63%|██████▎   | 12600/19900 [6:25:52<3:19:00,  1.64s/it]
                                                         

 63%|██████▎   | 12600/19900 [6:25:52<3:19:00,  1.64s/it]
 63%|██████▎   | 12601/19900 [6:25:54<3:18:38,  1.63s/it]
 63%|██████▎   | 12602/19900 [6:25:55<3:19:37,  1.64s/it]
 63%|██████▎   | 12603/19900 [6:25:57<3:16:02,  1.61s/it]
 63%|██████▎   | 12604/19900 [6:25:59<3:13:54,  1.59s/it]
 63%|██████▎   | 12605/19900 [6:26:00<3:11:58,  1.58s/it]
 63%|██████▎   | 12606/19900 [6:26:02<3:08:32,  1.55s/it]
 63%|██████▎   | 12607/19900 [6:26:03<3:06:21,  1.53s/it]
 63%|██████▎   | 12608/19900 [6:26:05<3:05:56,  1.53s/it]
 63%|██████▎   | 12609/19900 [6:26:06<3:02:53,  1.51s/it]
 63%|██████▎   | 12610/19900 [6:26:07<3:00:53,  1.49s/it]
 63%|██████▎   | 12611/19900 [6:26:09<2:58:34,  1.47s/it]
 63%|██████▎   | 12612/19900 [6:26:10<2:55:17,  1.44s/it]
 63%|██████▎   | 12613/19900 [6:26:12<2:52:41,  1.42s/it]
 63%|██████▎   | 12614/19900 [6:26:13<2:48:56,  1.39s/it]
 63%|██████▎   | 12615/19900 [6:26:14<2:49:02,  1.39s/it]
 63%|██████▎   | 12616/19900 [6:26:16<2:47:57,  1.38s/it]
 63%|██████▎   | 12617/19900 [6:26:17<2:46:11,  1.37s/it]
 63%|██████▎   | 12618/19900 [6:26:18<2:42:47,  1.34s/it]
 63%|██████▎   | 12619/19900 [6:26:20<2:39:45,  1.32s/it]
 63%|██████▎   | 12620/19900 [6:26:21<2:37:10,  1.30s/it]
 63%|██████▎   | 12621/19900 [6:26:22<2:38:38,  1.31s/it]
 63%|██████▎   | 12622/19900 [6:26:23<2:36:35,  1.29s/it]
 63%|██████▎   | 12623/19900 [6:26:25<2:33:10,  1.26s/it]
 63%|██████▎   | 12624/19900 [6:26:26<2:30:02,  1.24s/it]
 63%|██████▎   | 12625/19900 [6:26:27<2:33:05,  1.26s/it]
 63%|██████▎   | 12626/19900 [6:26:28<2:28:10,  1.22s/it]
 63%|██████▎   | 12627/19900 [6:26:29<2:25:55,  1.20s/it]
 63%|██████▎   | 12628/19900 [6:26:31<2:26:54,  1.21s/it]
 63%|██████▎   | 12629/19900 [6:26:32<2:25:41,  1.20s/it]
 63%|██████▎   | 12630/19900 [6:26:33<2:22:24,  1.18s/it]
 63%|██████▎   | 12631/19900 [6:26:34<2:16:36,  1.13s/it]
 63%|██████▎   | 12632/19900 [6:26:35<2:12:06,  1.09s/it]
 63%|██████▎   | 12633/19900 [6:26:36<2:09:01,  1.07s/it]
 63%|██████▎   | 12634/19900 [6:26:37<2:04:30,  1.03s/it]
 63%|██████▎   | 12635/19900 [6:26:38<1:59:58,  1.01it/s]
 63%|██████▎   | 12636/19900 [6:26:40<2:54:48,  1.44s/it]
 64%|██████▎   | 12637/19900 [6:26:42<3:16:53,  1.63s/it]
 64%|██████▎   | 12638/19900 [6:26:44<3:30:55,  1.74s/it]
 64%|██████▎   | 12639/19900 [6:26:46<3:37:20,  1.80s/it]
 64%|██████▎   | 12640/19900 [6:26:48<3:39:23,  1.81s/it]
 64%|██████▎   | 12641/19900 [6:26:50<3:38:26,  1.81s/it]
 64%|██████▎   | 12642/19900 [6:26:52<3:41:17,  1.83s/it]
 64%|██████▎   | 12643/19900 [6:26:54<3:38:50,  1.81s/it]
 64%|██████▎   | 12644/19900 [6:26:55<3:35:56,  1.79s/it]
 64%|██████▎   | 12645/19900 [6:26:57<3:30:23,  1.74s/it]
 64%|██████▎   | 12646/19900 [6:26:59<3:31:24,  1.75s/it]
 64%|██████▎   | 12647/19900 [6:27:00<3:27:10,  1.71s/it]
 64%|██████▎   | 12648/19900 [6:27:02<3:21:36,  1.67s/it]
 64%|██████▎   | 12649/19900 [6:27:03<3:16:37,  1.63s/it]
 64%|██████▎   | 12650/19900 [6:27:05<3:14:56,  1.61s/it]
 64%|██████▎   | 12651/19900 [6:27:07<3:13:49,  1.60s/it]
 64%|██████▎   | 12652/19900 [6:27:08<3:10:56,  1.58s/it]
 64%|██████▎   | 12653/19900 [6:27:10<3:11:25,  1.58s/it]
 64%|██████▎   | 12654/19900 [6:27:11<3:08:56,  1.56s/it]
 64%|██████▎   | 12655/19900 [6:27:13<3:06:57,  1.55s/it]
 64%|██████▎   | 12656/19900 [6:27:14<3:03:33,  1.52s/it]
 64%|██████▎   | 12657/19900 [6:27:16<3:02:35,  1.51s/it]
 64%|██████▎   | 12658/19900 [6:27:17<3:01:19,  1.50s/it]
 64%|██████▎   | 12659/19900 [6:27:19<3:00:51,  1.50s/it]
 64%|██████▎   | 12660/19900 [6:27:20<2:56:55,  1.47s/it]
 64%|██████▎   | 12661/19900 [6:27:21<2:52:46,  1.43s/it]
 64%|██████▎   | 12662/19900 [6:27:23<2:50:05,  1.41s/it]
 64%|██████▎   | 12663/19900 [6:27:24<2:47:48,  1.39s/it]
 64%|██████▎   | 12664/19900 [6:27:25<2:45:45,  1.37s/it]
 64%|██████▎   | 12665/19900 [6:27:27<2:43:00,  1.35s/it]
 64%|██████▎   | 12666/19900 [6:27:28<2:40:32,  1.33s/it]
 64%|██████▎   | 12667/19900 [6:27:29<2:35:04,  1.29s/it]
 64%|██████▎   | 12668/19900 [6:27:30<2:32:41,  1.27s/it]
 64%|██████▎   | 12669/19900 [6:27:32<2:31:59,  1.26s/it]
 64%|██████▎   | 12670/19900 [6:27:33<2:32:07,  1.26s/it]
 64%|██████▎   | 12671/19900 [6:27:34<2:29:35,  1.24s/it]
 64%|██████▎   | 12672/19900 [6:27:35<2:28:16,  1.23s/it]
 64%|██████▎   | 12673/19900 [6:27:37<2:28:26,  1.23s/it]
 64%|██████▎   | 12674/19900 [6:27:38<2:28:14,  1.23s/it]
 64%|██████▎   | 12675/19900 [6:27:39<2:24:47,  1.20s/it]
 64%|██████▎   | 12676/19900 [6:27:40<2:23:44,  1.19s/it]
 64%|██████▎   | 12677/19900 [6:27:41<2:20:19,  1.17s/it]
 64%|██████▎   | 12678/19900 [6:27:42<2:17:30,  1.14s/it]
 64%|██████▎   | 12679/19900 [6:27:43<2:17:09,  1.14s/it]
 64%|██████▎   | 12680/19900 [6:27:45<2:15:27,  1.13s/it]
 64%|██████▎   | 12681/19900 [6:27:46<2:12:49,  1.10s/it]
 64%|██████▎   | 12682/19900 [6:27:47<2:08:51,  1.07s/it]
 64%|██████▎   | 12683/19900 [6:27:48<2:04:25,  1.03s/it]
 64%|██████▎   | 12684/19900 [6:27:48<1:59:51,  1.00it/s]
 64%|██████▎   | 12685/19900 [6:27:51<2:46:49,  1.39s/it]
 64%|██████▎   | 12686/19900 [6:27:53<3:18:37,  1.65s/it]
 64%|██████▍   | 12687/19900 [6:27:55<3:31:14,  1.76s/it]
 64%|██████▍   | 12688/19900 [6:27:57<3:36:23,  1.80s/it]
 64%|██████▍   | 12689/19900 [6:27:59<3:39:04,  1.82s/it]
 64%|██████▍   | 12690/19900 [6:28:01<3:37:22,  1.81s/it]
 64%|██████▍   | 12691/19900 [6:28:02<3:36:35,  1.80s/it]
 64%|██████▍   | 12692/19900 [6:28:04<3:38:17,  1.82s/it]
 64%|██████▍   | 12693/19900 [6:28:06<3:34:43,  1.79s/it]
 64%|██████▍   | 12694/19900 [6:28:08<3:34:08,  1.78s/it]
 64%|██████▍   | 12695/19900 [6:28:10<3:34:09,  1.78s/it]
 64%|██████▍   | 12696/19900 [6:28:11<3:30:33,  1.75s/it]
 64%|██████▍   | 12697/19900 [6:28:13<3:27:22,  1.73s/it]
 64%|██████▍   | 12698/19900 [6:28:14<3:22:11,  1.68s/it]
 64%|██████▍   | 12699/19900 [6:28:16<3:17:16,  1.64s/it]
 64%|██████▍   | 12700/19900 [6:28:17<3:10:35,  1.59s/it]
                                                         

 64%|██████▍   | 12700/19900 [6:28:17<3:10:35,  1.59s/it]
 64%|██████▍   | 12701/19900 [6:28:19<3:04:51,  1.54s/it]
 64%|██████▍   | 12702/19900 [6:28:20<3:00:37,  1.51s/it]
 64%|██████▍   | 12703/19900 [6:28:22<2:57:47,  1.48s/it]
 64%|██████▍   | 12704/19900 [6:28:23<2:56:43,  1.47s/it]
 64%|██████▍   | 12705/19900 [6:28:25<2:56:14,  1.47s/it]
 64%|██████▍   | 12706/19900 [6:28:26<2:55:25,  1.46s/it]
 64%|██████▍   | 12707/19900 [6:28:28<2:54:45,  1.46s/it]
 64%|██████▍   | 12708/19900 [6:28:29<2:56:46,  1.47s/it]
 64%|██████▍   | 12709/19900 [6:28:30<2:55:25,  1.46s/it]
 64%|██████▍   | 12710/19900 [6:28:32<2:52:37,  1.44s/it]
 64%|██████▍   | 12711/19900 [6:28:33<2:49:44,  1.42s/it]
 64%|██████▍   | 12712/19900 [6:28:35<2:46:32,  1.39s/it]
 64%|██████▍   | 12713/19900 [6:28:36<2:44:54,  1.38s/it]
 64%|██████▍   | 12714/19900 [6:28:37<2:43:12,  1.36s/it]
 64%|██████▍   | 12715/19900 [6:28:38<2:39:35,  1.33s/it]
 64%|██████▍   | 12716/19900 [6:28:40<2:37:45,  1.32s/it]
 64%|██████▍   | 12717/19900 [6:28:41<2:36:11,  1.30s/it]
 64%|██████▍   | 12718/19900 [6:28:42<2:33:06,  1.28s/it]
 64%|██████▍   | 12719/19900 [6:28:44<2:32:34,  1.27s/it]
 64%|██████▍   | 12720/19900 [6:28:45<2:31:10,  1.26s/it]
 64%|██████▍   | 12721/19900 [6:28:46<2:29:22,  1.25s/it]
 64%|██████▍   | 12722/19900 [6:28:47<2:28:18,  1.24s/it]
 64%|██████▍   | 12723/19900 [6:28:48<2:29:34,  1.25s/it]
 64%|██████▍   | 12724/19900 [6:28:50<2:26:49,  1.23s/it]
 64%|██████▍   | 12725/19900 [6:28:51<2:23:49,  1.20s/it]
 64%|██████▍   | 12726/19900 [6:28:52<2:19:06,  1.16s/it]
 64%|██████▍   | 12727/19900 [6:28:53<2:18:16,  1.16s/it]
 64%|██████▍   | 12728/19900 [6:28:54<2:16:17,  1.14s/it]
 64%|██████▍   | 12729/19900 [6:28:55<2:14:34,  1.13s/it]
 64%|██████▍   | 12730/19900 [6:28:56<2:11:55,  1.10s/it]
 64%|██████▍   | 12731/19900 [6:28:57<2:08:18,  1.07s/it]
 64%|██████▍   | 12732/19900 [6:28:58<2:08:51,  1.08s/it]
 64%|██████▍   | 12733/19900 [6:28:59<2:01:49,  1.02s/it]
 64%|██████▍   | 12734/19900 [6:29:01<2:30:57,  1.26s/it]
 64%|██████▍   | 12735/19900 [6:29:03<2:38:20,  1.33s/it]
 64%|██████▍   | 12736/19900 [6:29:04<2:37:30,  1.32s/it]
 64%|██████▍   | 12737/19900 [6:29:07<3:34:53,  1.80s/it]
 64%|██████▍   | 12738/19900 [6:29:09<3:48:06,  1.91s/it]
 64%|██████▍   | 12739/19900 [6:29:11<3:50:24,  1.93s/it]
 64%|██████▍   | 12740/19900 [6:29:13<3:50:39,  1.93s/it]
 64%|██████▍   | 12741/19900 [6:29:15<3:46:37,  1.90s/it]
 64%|██████▍   | 12742/19900 [6:29:16<3:42:03,  1.86s/it]
 64%|██████▍   | 12743/19900 [6:29:18<3:38:29,  1.83s/it]
 64%|██████▍   | 12744/19900 [6:29:20<3:34:46,  1.80s/it]
 64%|██████▍   | 12745/19900 [6:29:22<3:31:21,  1.77s/it]
 64%|██████▍   | 12746/19900 [6:29:23<3:25:15,  1.72s/it]
 64%|██████▍   | 12747/19900 [6:29:25<3:21:16,  1.69s/it]
 64%|██████▍   | 12748/19900 [6:29:26<3:17:28,  1.66s/it]
 64%|██████▍   | 12749/19900 [6:29:28<3:14:56,  1.64s/it]
 64%|██████▍   | 12750/19900 [6:29:30<3:11:26,  1.61s/it]
 64%|██████▍   | 12751/19900 [6:29:31<3:09:59,  1.59s/it]
 64%|██████▍   | 12752/19900 [6:29:33<3:11:42,  1.61s/it]
 64%|██████▍   | 12753/19900 [6:29:34<3:10:35,  1.60s/it]
 64%|██████▍   | 12754/19900 [6:29:36<3:08:02,  1.58s/it]
 64%|██████▍   | 12755/19900 [6:29:37<3:05:10,  1.55s/it]
 64%|██████▍   | 12756/19900 [6:29:39<3:05:08,  1.55s/it]
 64%|██████▍   | 12757/19900 [6:29:40<3:01:29,  1.52s/it]
 64%|██████▍   | 12758/19900 [6:29:42<3:00:05,  1.51s/it]
 64%|██████▍   | 12759/19900 [6:29:43<2:59:17,  1.51s/it]
 64%|██████▍   | 12760/19900 [6:29:45<2:57:59,  1.50s/it]
 64%|██████▍   | 12761/19900 [6:29:46<2:57:02,  1.49s/it]
 64%|██████▍   | 12762/19900 [6:29:48<2:55:10,  1.47s/it]
 64%|██████▍   | 12763/19900 [6:29:49<2:53:42,  1.46s/it]
 64%|██████▍   | 12764/19900 [6:29:50<2:48:25,  1.42s/it]
 64%|██████▍   | 12765/19900 [6:29:52<2:44:17,  1.38s/it]
 64%|██████▍   | 12766/19900 [6:29:53<2:44:17,  1.38s/it]
 64%|██████▍   | 12767/19900 [6:29:55<2:42:41,  1.37s/it]
 64%|██████▍   | 12768/19900 [6:29:56<2:39:42,  1.34s/it]
 64%|██████▍   | 12769/19900 [6:29:57<2:37:13,  1.32s/it]
 64%|██████▍   | 12770/19900 [6:29:58<2:35:21,  1.31s/it]
 64%|██████▍   | 12771/19900 [6:30:00<2:35:24,  1.31s/it]
 64%|██████▍   | 12772/19900 [6:30:01<2:31:58,  1.28s/it]
 64%|██████▍   | 12773/19900 [6:30:02<2:29:13,  1.26s/it]
 64%|██████▍   | 12774/19900 [6:30:03<2:26:19,  1.23s/it]
 64%|██████▍   | 12775/19900 [6:30:04<2:24:44,  1.22s/it]
 64%|██████▍   | 12776/19900 [6:30:06<2:23:45,  1.21s/it]
 64%|██████▍   | 12777/19900 [6:30:07<2:23:51,  1.21s/it]
 64%|██████▍   | 12778/19900 [6:30:08<2:24:03,  1.21s/it]
 64%|██████▍   | 12779/19900 [6:30:09<2:19:31,  1.18s/it]
 64%|██████▍   | 12780/19900 [6:30:10<2:17:29,  1.16s/it]
 64%|██████▍   | 12781/19900 [6:30:11<2:13:15,  1.12s/it]
 64%|██████▍   | 12782/19900 [6:30:12<2:10:40,  1.10s/it]
 64%|██████▍   | 12783/19900 [6:30:13<2:08:34,  1.08s/it]
 64%|██████▍   | 12784/19900 [6:30:14<2:06:21,  1.07s/it]
 64%|██████▍   | 12785/19900 [6:30:15<1:59:38,  1.01s/it]
 64%|██████▍   | 12786/19900 [6:30:18<2:50:46,  1.44s/it]
 64%|██████▍   | 12787/19900 [6:30:20<3:13:11,  1.63s/it]
 64%|██████▍   | 12788/19900 [6:30:22<3:28:43,  1.76s/it]
 64%|██████▍   | 12789/19900 [6:30:24<3:35:21,  1.82s/it]
 64%|██████▍   | 12790/19900 [6:30:26<3:37:41,  1.84s/it]
 64%|██████▍   | 12791/19900 [6:30:28<3:39:58,  1.86s/it]
 64%|██████▍   | 12792/19900 [6:30:29<3:37:52,  1.84s/it]
 64%|██████▍   | 12793/19900 [6:30:31<3:34:59,  1.81s/it]
 64%|██████▍   | 12794/19900 [6:30:33<3:31:31,  1.79s/it]
 64%|██████▍   | 12795/19900 [6:30:35<3:26:26,  1.74s/it]
 64%|██████▍   | 12796/19900 [6:30:36<3:24:22,  1.73s/it]
 64%|██████▍   | 12797/19900 [6:30:38<3:19:18,  1.68s/it]
 64%|██████▍   | 12798/19900 [6:30:39<3:17:53,  1.67s/it]
 64%|██████▍   | 12799/19900 [6:30:41<3:11:56,  1.62s/it]
 64%|██████▍   | 12800/19900 [6:30:43<3:10:01,  1.61s/it]
                                                         

 64%|██████▍   | 12800/19900 [6:30:43<3:10:01,  1.61s/it]
 64%|██████▍   | 12801/19900 [6:30:44<3:08:20,  1.59s/it]
 64%|██████▍   | 12802/19900 [6:30:46<3:05:56,  1.57s/it]
 64%|██████▍   | 12803/19900 [6:30:47<3:04:37,  1.56s/it]
 64%|██████▍   | 12804/19900 [6:30:49<3:05:12,  1.57s/it]
 64%|██████▍   | 12805/19900 [6:30:50<3:02:44,  1.55s/it]
 64%|██████▍   | 12806/19900 [6:30:52<3:00:13,  1.52s/it]
 64%|██████▍   | 12807/19900 [6:30:53<2:57:59,  1.51s/it]
 64%|██████▍   | 12808/19900 [6:30:55<2:56:48,  1.50s/it]
 64%|██████▍   | 12809/19900 [6:30:56<2:53:02,  1.46s/it]
 64%|██████▍   | 12810/19900 [6:30:57<2:49:47,  1.44s/it]
 64%|██████▍   | 12811/19900 [6:30:59<2:47:26,  1.42s/it]
 64%|██████▍   | 12812/19900 [6:31:00<2:44:48,  1.40s/it]
 64%|██████▍   | 12813/19900 [6:31:01<2:41:49,  1.37s/it]
 64%|██████▍   | 12814/19900 [6:31:03<2:38:37,  1.34s/it]
 64%|██████▍   | 12815/19900 [6:31:04<2:37:46,  1.34s/it]
 64%|██████▍   | 12816/19900 [6:31:05<2:35:07,  1.31s/it]
 64%|██████▍   | 12817/19900 [6:31:07<2:33:03,  1.30s/it]
 64%|██████▍   | 12818/19900 [6:31:08<2:31:14,  1.28s/it]
 64%|██████▍   | 12819/19900 [6:31:09<2:34:17,  1.31s/it]
 64%|██████▍   | 12820/19900 [6:31:10<2:31:48,  1.29s/it]
 64%|██████▍   | 12821/19900 [6:31:12<2:33:53,  1.30s/it]
 64%|██████▍   | 12822/19900 [6:31:13<2:32:50,  1.30s/it]
 64%|██████▍   | 12823/19900 [6:31:14<2:30:57,  1.28s/it]
 64%|██████▍   | 12824/19900 [6:31:15<2:29:05,  1.26s/it]
 64%|██████▍   | 12825/19900 [6:31:17<2:25:51,  1.24s/it]
 64%|██████▍   | 12826/19900 [6:31:18<2:24:07,  1.22s/it]
 64%|██████▍   | 12827/19900 [6:31:19<2:21:07,  1.20s/it]
 64%|██████▍   | 12828/19900 [6:31:20<2:18:21,  1.17s/it]
 64%|██████▍   | 12829/19900 [6:31:21<2:15:04,  1.15s/it]
 64%|██████▍   | 12830/19900 [6:31:22<2:15:25,  1.15s/it]
 64%|██████▍   | 12831/19900 [6:31:23<2:12:13,  1.12s/it]
 64%|██████▍   | 12832/19900 [6:31:24<2:10:37,  1.11s/it]
 64%|██████▍   | 12833/19900 [6:31:25<2:05:53,  1.07s/it]
 64%|██████▍   | 12834/19900 [6:31:26<2:01:16,  1.03s/it]
 64%|██████▍   | 12835/19900 [6:31:29<2:53:07,  1.47s/it]
 65%|██████▍   | 12836/19900 [6:31:31<3:16:18,  1.67s/it]
 65%|██████▍   | 12837/19900 [6:31:33<3:27:29,  1.76s/it]
 65%|██████▍   | 12838/19900 [6:31:35<3:33:43,  1.82s/it]
 65%|██████▍   | 12839/19900 [6:31:37<3:35:34,  1.83s/it]
 65%|██████▍   | 12840/19900 [6:31:39<3:34:25,  1.82s/it]
 65%|██████▍   | 12841/19900 [6:31:40<3:32:32,  1.81s/it]
 65%|██████▍   | 12842/19900 [6:31:42<3:29:23,  1.78s/it]
 65%|██████▍   | 12843/19900 [6:31:44<3:26:56,  1.76s/it]
 65%|██████▍   | 12844/19900 [6:31:45<3:21:32,  1.71s/it]
 65%|██████▍   | 12845/19900 [6:31:47<3:19:08,  1.69s/it]
 65%|██████▍   | 12846/19900 [6:31:49<3:20:50,  1.71s/it]
 65%|██████▍   | 12847/19900 [6:31:50<3:16:05,  1.67s/it]
 65%|██████▍   | 12848/19900 [6:31:52<3:14:34,  1.66s/it]
 65%|██████▍   | 12849/19900 [6:31:54<3:12:23,  1.64s/it]
 65%|██████▍   | 12850/19900 [6:31:55<3:07:58,  1.60s/it]
 65%|██████▍   | 12851/19900 [6:31:57<3:04:59,  1.57s/it]
 65%|██████▍   | 12852/19900 [6:31:58<3:01:52,  1.55s/it]
 65%|██████▍   | 12853/19900 [6:32:00<3:03:10,  1.56s/it]
 65%|██████▍   | 12854/19900 [6:32:01<3:04:10,  1.57s/it]
 65%|██████▍   | 12855/19900 [6:32:03<3:03:02,  1.56s/it]
 65%|██████▍   | 12856/19900 [6:32:04<2:59:02,  1.53s/it]
 65%|██████▍   | 12857/19900 [6:32:06<2:54:41,  1.49s/it]
 65%|██████▍   | 12858/19900 [6:32:07<2:52:54,  1.47s/it]
 65%|██████▍   | 12859/19900 [6:32:09<2:50:42,  1.45s/it]
 65%|██████▍   | 12860/19900 [6:32:10<2:49:21,  1.44s/it]
 65%|██████▍   | 12861/19900 [6:32:11<2:46:54,  1.42s/it]
 65%|██████▍   | 12862/19900 [6:32:13<2:42:42,  1.39s/it]
 65%|██████▍   | 12863/19900 [6:32:14<2:39:05,  1.36s/it]
 65%|██████▍   | 12864/19900 [6:32:15<2:38:43,  1.35s/it]
 65%|██████▍   | 12865/19900 [6:32:17<2:35:45,  1.33s/it]
 65%|██████▍   | 12866/19900 [6:32:18<2:35:30,  1.33s/it]
 65%|██████▍   | 12867/19900 [6:32:19<2:34:14,  1.32s/it]
 65%|██████▍   | 12868/19900 [6:32:20<2:31:17,  1.29s/it]
 65%|██████▍   | 12869/19900 [6:32:22<2:32:00,  1.30s/it]
 65%|██████▍   | 12870/19900 [6:32:23<2:29:36,  1.28s/it]
 65%|██████▍   | 12871/19900 [6:32:24<2:27:50,  1.26s/it]
 65%|██████▍   | 12872/19900 [6:32:25<2:26:39,  1.25s/it]
 65%|██████▍   | 12873/19900 [6:32:27<2:23:59,  1.23s/it]
 65%|██████▍   | 12874/19900 [6:32:28<2:21:31,  1.21s/it]
 65%|██████▍   | 12875/19900 [6:32:29<2:17:47,  1.18s/it]
 65%|██████▍   | 12876/19900 [6:32:30<2:15:02,  1.15s/it]
 65%|██████▍   | 12877/19900 [6:32:31<2:14:24,  1.15s/it]
 65%|██████▍   | 12878/19900 [6:32:32<2:11:55,  1.13s/it]
 65%|██████▍   | 12879/19900 [6:32:33<2:10:31,  1.12s/it]
 65%|██████▍   | 12880/19900 [6:32:34<2:07:37,  1.09s/it]
 65%|██████▍   | 12881/19900 [6:32:35<2:05:23,  1.07s/it]
 65%|██████▍   | 12882/19900 [6:32:36<2:00:46,  1.03s/it]
 65%|██████▍   | 12883/19900 [6:32:37<1:57:12,  1.00s/it]
 65%|██████▍   | 12884/19900 [6:32:40<2:45:44,  1.42s/it]
 65%|██████▍   | 12885/19900 [6:32:42<3:07:37,  1.60s/it]
 65%|██████▍   | 12886/19900 [6:32:43<3:19:12,  1.70s/it]
 65%|██████▍   | 12887/19900 [6:32:45<3:23:19,  1.74s/it]
 65%|██████▍   | 12888/19900 [6:32:47<3:28:28,  1.78s/it]
 65%|██████▍   | 12889/19900 [6:32:49<3:29:22,  1.79s/it]
 65%|██████▍   | 12890/19900 [6:32:51<3:30:12,  1.80s/it]
 65%|██████▍   | 12891/19900 [6:32:53<3:28:24,  1.78s/it]
 65%|██████▍   | 12892/19900 [6:32:54<3:25:08,  1.76s/it]
 65%|██████▍   | 12893/19900 [6:32:56<3:21:18,  1.72s/it]
 65%|██████▍   | 12894/19900 [6:32:58<3:22:06,  1.73s/it]
 65%|██████▍   | 12895/19900 [6:32:59<3:18:04,  1.70s/it]
 65%|██████▍   | 12896/19900 [6:33:01<3:16:13,  1.68s/it]
 65%|██████▍   | 12897/19900 [6:33:03<3:14:15,  1.66s/it]
 65%|██████▍   | 12898/19900 [6:33:04<3:09:36,  1.62s/it]
 65%|██████▍   | 12899/19900 [6:33:06<3:13:04,  1.65s/it]
 65%|██████▍   | 12900/19900 [6:33:07<3:10:27,  1.63s/it]
                                                         

 65%|██████▍   | 12900/19900 [6:33:07<3:10:27,  1.63s/it]
 65%|██████▍   | 12901/19900 [6:33:09<3:05:05,  1.59s/it]
 65%|██████▍   | 12902/19900 [6:33:11<3:06:34,  1.60s/it]
 65%|██████▍   | 12903/19900 [6:33:12<3:03:07,  1.57s/it]
 65%|██████▍   | 12904/19900 [6:33:14<3:02:56,  1.57s/it]
 65%|██████▍   | 12905/19900 [6:33:15<2:58:14,  1.53s/it]
 65%|██████▍   | 12906/19900 [6:33:16<2:54:30,  1.50s/it]
 65%|██████▍   | 12907/19900 [6:33:18<2:54:08,  1.49s/it]
 65%|██████▍   | 12908/19900 [6:33:19<2:52:29,  1.48s/it]
 65%|██████▍   | 12909/19900 [6:33:21<2:49:00,  1.45s/it]
 65%|██████▍   | 12910/19900 [6:33:22<2:47:53,  1.44s/it]
 65%|██████▍   | 12911/19900 [6:33:24<2:45:07,  1.42s/it]
 65%|██████▍   | 12912/19900 [6:33:25<2:40:26,  1.38s/it]
 65%|██████▍   | 12913/19900 [6:33:26<2:39:34,  1.37s/it]
 65%|██████▍   | 12914/19900 [6:33:27<2:37:03,  1.35s/it]
 65%|██████▍   | 12915/19900 [6:33:29<2:37:13,  1.35s/it]
 65%|██████▍   | 12916/19900 [6:33:30<2:35:00,  1.33s/it]
 65%|██████▍   | 12917/19900 [6:33:31<2:32:53,  1.31s/it]
 65%|██████▍   | 12918/19900 [6:33:33<2:31:05,  1.30s/it]
 65%|██████▍   | 12919/19900 [6:33:34<2:29:48,  1.29s/it]
 65%|██████▍   | 12920/19900 [6:33:35<2:26:55,  1.26s/it]
 65%|██████▍   | 12921/19900 [6:33:36<2:25:55,  1.25s/it]
 65%|██████▍   | 12922/19900 [6:33:37<2:22:21,  1.22s/it]
 65%|██████▍   | 12923/19900 [6:33:39<2:20:28,  1.21s/it]
 65%|██████▍   | 12924/19900 [6:33:40<2:18:24,  1.19s/it]
 65%|██████▍   | 12925/19900 [6:33:41<2:14:45,  1.16s/it]
 65%|██████▍   | 12926/19900 [6:33:42<2:12:16,  1.14s/it]
 65%|██████▍   | 12927/19900 [6:33:43<2:09:07,  1.11s/it]
 65%|██████▍   | 12928/19900 [6:33:44<2:07:13,  1.09s/it]
 65%|██████▍   | 12929/19900 [6:33:45<2:06:28,  1.09s/it]
 65%|██████▍   | 12930/19900 [6:33:46<2:01:17,  1.04s/it]
 65%|██████▍   | 12931/19900 [6:33:47<2:01:07,  1.04s/it]
 65%|██████▍   | 12932/19900 [6:33:48<1:56:16,  1.00s/it]
 65%|██████▍   | 12933/19900 [6:33:50<2:32:40,  1.31s/it]
 65%|██████▍   | 12934/19900 [6:33:52<2:38:24,  1.36s/it]
 65%|██████▌   | 12935/19900 [6:33:53<2:33:47,  1.32s/it]
 65%|██████▌   | 12936/19900 [6:33:56<3:25:24,  1.77s/it]
 65%|██████▌   | 12937/19900 [6:33:58<3:35:39,  1.86s/it]
 65%|██████▌   | 12938/19900 [6:34:00<3:40:38,  1.90s/it]
 65%|██████▌   | 12939/19900 [6:34:02<3:43:37,  1.93s/it]
 65%|██████▌   | 12940/19900 [6:34:04<3:42:14,  1.92s/it]
 65%|██████▌   | 12941/19900 [6:34:05<3:39:43,  1.89s/it]
 65%|██████▌   | 12942/19900 [6:34:07<3:33:26,  1.84s/it]
 65%|██████▌   | 12943/19900 [6:34:09<3:28:52,  1.80s/it]
 65%|██████▌   | 12944/19900 [6:34:11<3:26:56,  1.79s/it]
 65%|██████▌   | 12945/19900 [6:34:12<3:21:25,  1.74s/it]
 65%|██████▌   | 12946/19900 [6:34:14<3:19:46,  1.72s/it]
 65%|██████▌   | 12947/19900 [6:34:16<3:16:12,  1.69s/it]
 65%|██████▌   | 12948/19900 [6:34:17<3:11:32,  1.65s/it]
 65%|██████▌   | 12949/19900 [6:34:19<3:09:01,  1.63s/it]
 65%|██████▌   | 12950/19900 [6:34:20<3:08:23,  1.63s/it]
 65%|██████▌   | 12951/19900 [6:34:22<3:06:22,  1.61s/it]
 65%|██████▌   | 12952/19900 [6:34:23<3:04:21,  1.59s/it]
 65%|██████▌   | 12953/19900 [6:34:25<3:02:34,  1.58s/it]
 65%|██████▌   | 12954/19900 [6:34:27<3:02:37,  1.58s/it]
 65%|██████▌   | 12955/19900 [6:34:28<3:00:19,  1.56s/it]
 65%|██████▌   | 12956/19900 [6:34:30<2:58:27,  1.54s/it]
 65%|██████▌   | 12957/19900 [6:34:31<2:55:32,  1.52s/it]
 65%|██████▌   | 12958/19900 [6:34:32<2:53:45,  1.50s/it]
 65%|██████▌   | 12959/19900 [6:34:34<2:51:07,  1.48s/it]
 65%|██████▌   | 12960/19900 [6:34:35<2:47:29,  1.45s/it]
 65%|██████▌   | 12961/19900 [6:34:37<2:46:51,  1.44s/it]
 65%|██████▌   | 12962/19900 [6:34:38<2:44:11,  1.42s/it]
 65%|██████▌   | 12963/19900 [6:34:39<2:39:57,  1.38s/it]
 65%|██████▌   | 12964/19900 [6:34:41<2:37:16,  1.36s/it]
 65%|██████▌   | 12965/19900 [6:34:42<2:38:36,  1.37s/it]
 65%|██████▌   | 12966/19900 [6:34:43<2:38:19,  1.37s/it]
 65%|██████▌   | 12967/19900 [6:34:45<2:35:03,  1.34s/it]
 65%|██████▌   | 12968/19900 [6:34:46<2:31:24,  1.31s/it]
 65%|██████▌   | 12969/19900 [6:34:47<2:28:26,  1.28s/it]
 65%|██████▌   | 12970/19900 [6:34:48<2:26:34,  1.27s/it]
 65%|██████▌   | 12971/19900 [6:34:50<2:30:04,  1.30s/it]
 65%|██████▌   | 12972/19900 [6:34:51<2:29:46,  1.30s/it]
 65%|██████▌   | 12973/19900 [6:34:52<2:27:05,  1.27s/it]
 65%|██████▌   | 12974/19900 [6:34:53<2:24:32,  1.25s/it]
 65%|██████▌   | 12975/19900 [6:34:55<2:21:05,  1.22s/it]
 65%|██████▌   | 12976/19900 [6:34:56<2:19:49,  1.21s/it]
 65%|██████▌   | 12977/19900 [6:34:57<2:13:50,  1.16s/it]
 65%|██████▌   | 12978/19900 [6:34:58<2:09:54,  1.13s/it]
 65%|██████▌   | 12979/19900 [6:34:59<2:07:54,  1.11s/it]
 65%|██████▌   | 12980/19900 [6:35:00<2:05:57,  1.09s/it]
 65%|██████▌   | 12981/19900 [6:35:01<2:04:01,  1.08s/it]
 65%|██████▌   | 12982/19900 [6:35:02<2:00:35,  1.05s/it]
 65%|██████▌   | 12983/19900 [6:35:03<1:58:48,  1.03s/it]
 65%|██████▌   | 12984/19900 [6:35:04<1:53:34,  1.01it/s]
 65%|██████▌   | 12985/19900 [6:35:06<2:45:51,  1.44s/it]
 65%|██████▌   | 12986/19900 [6:35:09<3:13:07,  1.68s/it]
 65%|██████▌   | 12987/19900 [6:35:11<3:26:10,  1.79s/it]
 65%|██████▌   | 12988/19900 [6:35:13<3:36:12,  1.88s/it]
 65%|██████▌   | 12989/19900 [6:35:15<3:33:08,  1.85s/it]
 65%|██████▌   | 12990/19900 [6:35:16<3:32:48,  1.85s/it]
 65%|██████▌   | 12991/19900 [6:35:18<3:29:03,  1.82s/it]
 65%|██████▌   | 12992/19900 [6:35:20<3:26:52,  1.80s/it]
 65%|██████▌   | 12993/19900 [6:35:22<3:22:30,  1.76s/it]
 65%|██████▌   | 12994/19900 [6:35:23<3:18:18,  1.72s/it]
 65%|██████▌   | 12995/19900 [6:35:25<3:17:34,  1.72s/it]
 65%|██████▌   | 12996/19900 [6:35:27<3:16:10,  1.70s/it]
 65%|██████▌   | 12997/19900 [6:35:28<3:13:41,  1.68s/it]
 65%|██████▌   | 12998/19900 [6:35:30<3:11:28,  1.66s/it]
 65%|██████▌   | 12999/19900 [6:35:32<3:11:34,  1.67s/it]
 65%|██████▌   | 13000/19900 [6:35:33<3:10:37,  1.66s/it]
                                                         

 65%|██████▌   | 13000/19900 [6:35:33<3:10:37,  1.66s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.326094627380371, 'eval_wer': 0.896551724137931, 'eval_cer': 0.3283911285381693, 'eval_runtime': 126.176, 'eval_samples_per_second': 23.443, 'eval_steps_per_second': 2.932, 'epoch': 62.81}
{'loss': 2.4296, 'learning_rate': 3.063268156424581e-05, 'epoch': 63.32}
{'loss': 2.4535, 'learning_rate': 3.0213687150837987e-05, 'epoch': 63.82}
{'loss': 2.4572, 'learning_rate': 2.9794692737430163e-05, 'epoch': 64.32}
{'loss': 2.3824, 'learning_rate': 2.9375698324022342e-05, 'epoch': 64.82}
{'loss': 2.4083, 'learning_rate': 2.896508379888268e-05, 'epoch': 65.33}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:45,  8.14it/s]

  1%|          | 3/370 [00:00<01:08,  5.38it/s]

  1%|          | 4/370 [00:00<01:21,  4.47it/s]

  1%|▏         | 5/370 [00:01<01:25,  4.25it/s]

  2%|▏         | 6/370 [00:01<01:18,  4.62it/s]

  2%|▏         | 7/370 [00:01<01:28,  4.10it/s]

  2%|▏         | 8/370 [00:01<01:25,  4.24it/s]

  2%|▏         | 9/370 [00:02<01:26,  4.17it/s]

  3%|▎         | 10/370 [00:02<01:25,  4.19it/s]

  3%|▎         | 11/370 [00:02<01:26,  4.14it/s]

  3%|▎         | 12/370 [00:02<01:27,  4.11it/s]

  4%|▎         | 13/370 [00:02<01:28,  4.06it/s]

  4%|▍         | 14/370 [00:03<01:32,  3.87it/s]

  4%|▍         | 15/370 [00:03<01:25,  4.13it/s]

  4%|▍         | 16/370 [00:03<01:27,  4.02it/s]

  5%|▍         | 17/370 [00:03<01:22,  4.28it/s]

  5%|▍         | 18/370 [00:04<01:18,  4.50it/s]

  5%|▌         | 19/370 [00:04<01:22,  4.25it/s]

  5%|▌         | 20/370 [00:04<01:25,  4.08it/s]

  6%|▌         | 21/370 [00:04<01:23,  4.19it/s]

  6%|▌         | 22/370 [00:05<01:18,  4.44it/s]

  6%|▌         | 23/370 [00:05<01:17,  4.49it/s]

  6%|▋         | 24/370 [00:05<01:19,  4.36it/s]

  7%|▋         | 25/370 [00:05<01:21,  4.25it/s]

  7%|▋         | 26/370 [00:06<01:17,  4.46it/s]

  7%|▋         | 27/370 [00:06<01:17,  4.42it/s]

  8%|▊         | 28/370 [00:06<01:19,  4.31it/s]

  8%|▊         | 29/370 [00:06<01:24,  4.05it/s]

  8%|▊         | 30/370 [00:07<01:25,  3.99it/s]

  8%|▊         | 31/370 [00:07<01:22,  4.09it/s]

  9%|▊         | 32/370 [00:07<01:20,  4.19it/s]

  9%|▉         | 33/370 [00:07<01:18,  4.27it/s]

  9%|▉         | 34/370 [00:07<01:18,  4.29it/s]

  9%|▉         | 35/370 [00:08<01:27,  3.84it/s]

 10%|▉         | 36/370 [00:08<01:24,  3.95it/s]

 10%|█         | 37/370 [00:08<01:20,  4.16it/s]

 10%|█         | 38/370 [00:08<01:20,  4.14it/s]

 11%|█         | 39/370 [00:09<01:16,  4.32it/s]

 11%|█         | 40/370 [00:09<01:24,  3.91it/s]

 11%|█         | 41/370 [00:09<01:20,  4.11it/s]

 11%|█▏        | 42/370 [00:09<01:22,  3.97it/s]

 12%|█▏        | 43/370 [00:10<01:22,  3.97it/s]

 12%|█▏        | 44/370 [00:10<01:19,  4.13it/s]

 12%|█▏        | 45/370 [00:10<01:32,  3.53it/s]

 12%|█▏        | 46/370 [00:11<01:26,  3.75it/s]

 13%|█▎        | 47/370 [00:11<01:30,  3.55it/s]

 13%|█▎        | 48/370 [00:11<01:31,  3.53it/s]

 13%|█▎        | 49/370 [00:11<01:24,  3.81it/s]

 14%|█▎        | 50/370 [00:12<01:22,  3.88it/s]

 14%|█▍        | 51/370 [00:12<01:23,  3.81it/s]

 14%|█▍        | 52/370 [00:12<01:16,  4.16it/s]

 14%|█▍        | 53/370 [00:12<01:18,  4.02it/s]

 15%|█▍        | 54/370 [00:13<01:15,  4.21it/s]

 15%|█▍        | 55/370 [00:13<01:17,  4.04it/s]

 15%|█▌        | 56/370 [00:13<01:17,  4.07it/s]

 15%|█▌        | 57/370 [00:13<01:12,  4.31it/s]

 16%|█▌        | 58/370 [00:14<01:16,  4.06it/s]

 16%|█▌        | 59/370 [00:14<01:15,  4.14it/s]

 16%|█▌        | 60/370 [00:14<01:10,  4.38it/s]

 16%|█▋        | 61/370 [00:14<01:09,  4.42it/s]

 17%|█▋        | 62/370 [00:14<01:10,  4.34it/s]

 17%|█▋        | 63/370 [00:15<01:06,  4.63it/s]

 17%|█▋        | 64/370 [00:15<01:05,  4.67it/s]

 18%|█▊        | 65/370 [00:15<01:08,  4.47it/s]

 18%|█▊        | 66/370 [00:15<01:08,  4.45it/s]

 18%|█▊        | 67/370 [00:16<01:11,  4.26it/s]

 18%|█▊        | 68/370 [00:16<01:15,  4.01it/s]

 19%|█▊        | 69/370 [00:16<01:10,  4.29it/s]

 19%|█▉        | 70/370 [00:16<01:08,  4.36it/s]

 19%|█▉        | 71/370 [00:17<01:12,  4.12it/s]

 19%|█▉        | 72/370 [00:17<01:06,  4.49it/s]

 20%|█▉        | 73/370 [00:17<01:06,  4.46it/s]

 20%|██        | 74/370 [00:17<01:09,  4.23it/s]

 20%|██        | 75/370 [00:17<01:12,  4.10it/s]

 21%|██        | 76/370 [00:18<01:08,  4.31it/s]

 21%|██        | 77/370 [00:18<01:05,  4.46it/s]

 21%|██        | 78/370 [00:18<01:07,  4.31it/s]

 21%|██▏       | 79/370 [00:18<01:08,  4.24it/s]

 22%|██▏       | 80/370 [00:19<01:09,  4.20it/s]

 22%|██▏       | 81/370 [00:19<01:06,  4.32it/s]

 22%|██▏       | 82/370 [00:19<01:07,  4.29it/s]

 22%|██▏       | 83/370 [00:19<01:08,  4.18it/s]

 23%|██▎       | 84/370 [00:20<01:09,  4.11it/s]

 23%|██▎       | 85/370 [00:20<01:09,  4.13it/s]

 23%|██▎       | 86/370 [00:20<01:07,  4.20it/s]

 24%|██▎       | 87/370 [00:20<01:06,  4.26it/s]

 24%|██▍       | 88/370 [00:21<01:09,  4.05it/s]

 24%|██▍       | 89/370 [00:21<01:10,  4.00it/s]

 24%|██▍       | 90/370 [00:21<01:08,  4.08it/s]

 25%|██▍       | 91/370 [00:21<01:08,  4.06it/s]

 25%|██▍       | 92/370 [00:22<01:10,  3.96it/s]

 25%|██▌       | 93/370 [00:22<01:13,  3.75it/s]

 25%|██▌       | 94/370 [00:22<01:11,  3.88it/s]

 26%|██▌       | 95/370 [00:22<01:13,  3.75it/s]

 26%|██▌       | 96/370 [00:23<01:15,  3.65it/s]

 26%|██▌       | 97/370 [00:23<01:10,  3.87it/s]

 26%|██▋       | 98/370 [00:23<01:07,  4.02it/s]

 27%|██▋       | 99/370 [00:23<01:07,  4.01it/s]

 27%|██▋       | 100/370 [00:24<01:03,  4.25it/s]

 27%|██▋       | 101/370 [00:24<01:01,  4.40it/s]

 28%|██▊       | 102/370 [00:24<00:58,  4.60it/s]

 28%|██▊       | 103/370 [00:24<00:54,  4.86it/s]

 28%|██▊       | 104/370 [00:24<01:01,  4.36it/s]

 28%|██▊       | 105/370 [00:25<00:59,  4.46it/s]

 29%|██▊       | 106/370 [00:25<01:00,  4.33it/s]

 29%|██▉       | 107/370 [00:25<01:04,  4.09it/s]

 29%|██▉       | 108/370 [00:25<01:01,  4.28it/s]

 29%|██▉       | 109/370 [00:26<01:06,  3.90it/s]

 30%|██▉       | 110/370 [00:26<01:02,  4.14it/s]

 30%|███       | 111/370 [00:26<01:01,  4.22it/s]

 30%|███       | 112/370 [00:26<01:02,  4.10it/s]

 31%|███       | 113/370 [00:27<01:02,  4.14it/s]

 31%|███       | 114/370 [00:27<01:00,  4.23it/s]

 31%|███       | 115/370 [00:27<01:03,  4.01it/s]

 31%|███▏      | 116/370 [00:27<01:06,  3.80it/s]

 32%|███▏      | 117/370 [00:28<01:09,  3.63it/s]

 32%|███▏      | 118/370 [00:28<01:07,  3.72it/s]

 32%|███▏      | 119/370 [00:28<01:06,  3.80it/s]

 32%|███▏      | 120/370 [00:28<01:03,  3.95it/s]

 33%|███▎      | 121/370 [00:29<01:01,  4.02it/s]

 33%|███▎      | 122/370 [00:29<01:00,  4.12it/s]

 33%|███▎      | 123/370 [00:29<00:56,  4.36it/s]

 34%|███▎      | 124/370 [00:29<00:52,  4.69it/s]

 34%|███▍      | 125/370 [00:30<00:55,  4.42it/s]

 34%|███▍      | 126/370 [00:30<00:54,  4.45it/s]

 34%|███▍      | 127/370 [00:30<01:01,  3.97it/s]

 35%|███▍      | 128/370 [00:30<01:01,  3.95it/s]

 35%|███▍      | 129/370 [00:31<01:03,  3.77it/s]

 35%|███▌      | 130/370 [00:31<01:03,  3.79it/s]

 35%|███▌      | 131/370 [00:31<01:05,  3.66it/s]

 36%|███▌      | 132/370 [00:31<01:01,  3.88it/s]

 36%|███▌      | 133/370 [00:32<00:58,  4.04it/s]

 36%|███▌      | 134/370 [00:32<00:57,  4.10it/s]

 36%|███▋      | 135/370 [00:32<00:57,  4.09it/s]

 37%|███▋      | 136/370 [00:32<01:00,  3.89it/s]

 37%|███▋      | 137/370 [00:33<00:58,  3.96it/s]

 37%|███▋      | 138/370 [00:33<00:57,  4.06it/s]

 38%|███▊      | 139/370 [00:33<00:54,  4.23it/s]

 38%|███▊      | 140/370 [00:33<00:57,  4.03it/s]

 38%|███▊      | 141/370 [00:34<00:58,  3.91it/s]

 38%|███▊      | 142/370 [00:34<00:58,  3.90it/s]

 39%|███▊      | 143/370 [00:34<00:58,  3.89it/s]

 39%|███▉      | 144/370 [00:34<01:01,  3.70it/s]

 39%|███▉      | 145/370 [00:35<01:02,  3.61it/s]

 39%|███▉      | 146/370 [00:35<00:58,  3.80it/s]

 40%|███▉      | 147/370 [00:35<00:57,  3.91it/s]

 40%|████      | 148/370 [00:35<00:58,  3.78it/s]

 40%|████      | 149/370 [00:36<00:55,  3.97it/s]

 41%|████      | 150/370 [00:36<00:50,  4.34it/s]

 41%|████      | 151/370 [00:36<00:48,  4.56it/s]

 41%|████      | 152/370 [00:36<00:49,  4.42it/s]

 41%|████▏     | 153/370 [00:37<00:50,  4.33it/s]

 42%|████▏     | 154/370 [00:37<00:54,  4.00it/s]

 42%|████▏     | 155/370 [00:37<00:52,  4.11it/s]

 42%|████▏     | 156/370 [00:37<00:54,  3.95it/s]

 42%|████▏     | 157/370 [00:38<00:54,  3.90it/s]

 43%|████▎     | 158/370 [00:38<00:53,  3.95it/s]

 43%|████▎     | 159/370 [00:38<00:50,  4.18it/s]

 43%|████▎     | 160/370 [00:38<00:52,  4.04it/s]

 44%|████▎     | 161/370 [00:39<00:52,  4.01it/s]

 44%|████▍     | 162/370 [00:39<00:54,  3.84it/s]

 44%|████▍     | 163/370 [00:39<00:51,  4.00it/s]

 44%|████▍     | 164/370 [00:39<00:53,  3.85it/s]

 45%|████▍     | 165/370 [00:40<00:55,  3.72it/s]

 45%|████▍     | 166/370 [00:40<00:54,  3.74it/s]

 45%|████▌     | 167/370 [00:40<00:53,  3.80it/s]

 45%|████▌     | 168/370 [00:40<00:51,  3.89it/s]

 46%|████▌     | 169/370 [00:41<00:50,  3.99it/s]

 46%|████▌     | 170/370 [00:41<00:50,  3.93it/s]

 46%|████▌     | 171/370 [00:41<00:53,  3.74it/s]

 46%|████▋     | 172/370 [00:41<00:48,  4.05it/s]

 47%|████▋     | 173/370 [00:42<00:44,  4.44it/s]

 47%|████▋     | 174/370 [00:42<00:47,  4.09it/s]

 47%|████▋     | 175/370 [00:42<00:45,  4.25it/s]

 48%|████▊     | 176/370 [00:42<00:44,  4.39it/s]

 48%|████▊     | 177/370 [00:43<00:47,  4.08it/s]

 48%|████▊     | 178/370 [00:43<00:44,  4.30it/s]

 48%|████▊     | 179/370 [00:43<00:44,  4.28it/s]

 49%|████▊     | 180/370 [00:43<00:40,  4.68it/s]

 49%|████▉     | 181/370 [00:43<00:40,  4.61it/s]

 49%|████▉     | 182/370 [00:44<00:42,  4.45it/s]

 49%|████▉     | 183/370 [00:44<00:44,  4.19it/s]

 50%|████▉     | 184/370 [00:44<00:44,  4.18it/s]

 50%|█████     | 185/370 [00:44<00:42,  4.35it/s]

 50%|█████     | 186/370 [00:45<00:45,  4.09it/s]

 51%|█████     | 187/370 [00:45<00:45,  4.05it/s]

 51%|█████     | 188/370 [00:45<00:44,  4.05it/s]

 51%|█████     | 189/370 [00:45<00:46,  3.92it/s]

 51%|█████▏    | 190/370 [00:46<00:44,  4.06it/s]

 52%|█████▏    | 191/370 [00:46<00:43,  4.11it/s]

 52%|█████▏    | 192/370 [00:46<00:44,  3.97it/s]

 52%|█████▏    | 193/370 [00:46<00:44,  3.93it/s]

 52%|█████▏    | 194/370 [00:47<00:40,  4.36it/s]

 53%|█████▎    | 195/370 [00:47<00:41,  4.19it/s]

 53%|█████▎    | 196/370 [00:47<00:40,  4.25it/s]

 53%|█████▎    | 197/370 [00:47<00:40,  4.30it/s]

 54%|█████▎    | 198/370 [00:48<00:40,  4.25it/s]

 54%|█████▍    | 199/370 [00:48<00:39,  4.33it/s]

 54%|█████▍    | 200/370 [00:48<00:40,  4.20it/s]

 54%|█████▍    | 201/370 [00:48<00:41,  4.07it/s]

 55%|█████▍    | 202/370 [00:49<00:42,  3.97it/s]

 55%|█████▍    | 203/370 [00:49<00:41,  4.03it/s]

 55%|█████▌    | 204/370 [00:49<00:43,  3.83it/s]

 55%|█████▌    | 205/370 [00:49<00:40,  4.08it/s]

 56%|█████▌    | 206/370 [00:50<00:41,  4.00it/s]

 56%|█████▌    | 207/370 [00:50<00:43,  3.78it/s]

 56%|█████▌    | 208/370 [00:50<00:44,  3.68it/s]

 56%|█████▋    | 209/370 [00:50<00:42,  3.79it/s]

 57%|█████▋    | 210/370 [00:51<00:43,  3.66it/s]

 57%|█████▋    | 211/370 [00:51<00:44,  3.55it/s]

 57%|█████▋    | 212/370 [00:51<00:44,  3.52it/s]

 58%|█████▊    | 213/370 [00:52<00:44,  3.52it/s]

 58%|█████▊    | 214/370 [00:52<00:42,  3.65it/s]

 58%|█████▊    | 215/370 [00:52<00:41,  3.71it/s]

 58%|█████▊    | 216/370 [00:52<00:40,  3.80it/s]

 59%|█████▊    | 217/370 [00:53<00:39,  3.92it/s]

 59%|█████▉    | 218/370 [00:53<00:36,  4.15it/s]

 59%|█████▉    | 219/370 [00:53<00:37,  4.03it/s]

 59%|█████▉    | 220/370 [00:53<00:37,  4.03it/s]

 60%|█████▉    | 221/370 [00:54<00:38,  3.91it/s]

 60%|██████    | 222/370 [00:54<00:36,  4.07it/s]

 60%|██████    | 223/370 [00:54<00:37,  3.90it/s]

 61%|██████    | 224/370 [00:54<00:40,  3.61it/s]

 61%|██████    | 225/370 [00:55<00:43,  3.35it/s]

 61%|██████    | 226/370 [00:55<00:41,  3.49it/s]

 61%|██████▏   | 227/370 [00:55<00:41,  3.41it/s]

 62%|██████▏   | 228/370 [00:56<00:41,  3.43it/s]

 62%|██████▏   | 229/370 [00:56<00:41,  3.41it/s]

 62%|██████▏   | 230/370 [00:56<00:40,  3.44it/s]

 62%|██████▏   | 231/370 [00:56<00:39,  3.54it/s]

 63%|██████▎   | 232/370 [00:57<00:40,  3.41it/s]

 63%|██████▎   | 233/370 [00:57<00:40,  3.35it/s]

 63%|██████▎   | 234/370 [00:57<00:40,  3.32it/s]

 64%|██████▎   | 235/370 [00:58<00:40,  3.36it/s]

 64%|██████▍   | 236/370 [00:58<00:37,  3.55it/s]

 64%|██████▍   | 237/370 [00:58<00:38,  3.49it/s]

 64%|██████▍   | 238/370 [00:58<00:36,  3.58it/s]

 65%|██████▍   | 239/370 [00:59<00:35,  3.71it/s]

 65%|██████▍   | 240/370 [00:59<00:36,  3.59it/s]

 65%|██████▌   | 241/370 [00:59<00:38,  3.35it/s]

 65%|██████▌   | 242/370 [01:00<00:39,  3.25it/s]

 66%|██████▌   | 243/370 [01:00<00:41,  3.09it/s]

 66%|██████▌   | 244/370 [01:00<00:42,  2.96it/s]

 66%|██████▌   | 245/370 [01:01<00:39,  3.19it/s]

 66%|██████▋   | 246/370 [01:01<00:36,  3.39it/s]

 67%|██████▋   | 247/370 [01:01<00:36,  3.40it/s]

 67%|██████▋   | 248/370 [01:01<00:33,  3.67it/s]

 67%|██████▋   | 249/370 [01:02<00:32,  3.73it/s]

 68%|██████▊   | 250/370 [01:02<00:32,  3.67it/s]

 68%|██████▊   | 251/370 [01:02<00:31,  3.76it/s]

 68%|██████▊   | 252/370 [01:03<00:34,  3.41it/s]

 68%|██████▊   | 253/370 [01:03<00:33,  3.49it/s]

 69%|██████▊   | 254/370 [01:03<00:35,  3.29it/s]

 69%|██████▉   | 255/370 [01:04<00:34,  3.37it/s]

 69%|██████▉   | 256/370 [01:04<00:34,  3.29it/s]

 69%|██████▉   | 257/370 [01:04<00:34,  3.26it/s]

 70%|██████▉   | 258/370 [01:05<00:36,  3.10it/s]

 70%|███████   | 259/370 [01:05<00:34,  3.23it/s]

 70%|███████   | 260/370 [01:05<00:31,  3.48it/s]

 71%|███████   | 261/370 [01:05<00:33,  3.21it/s]

 71%|███████   | 262/370 [01:06<00:32,  3.28it/s]

 71%|███████   | 263/370 [01:06<00:33,  3.19it/s]

 71%|███████▏  | 264/370 [01:06<00:33,  3.14it/s]

 72%|███████▏  | 265/370 [01:07<00:31,  3.29it/s]

 72%|███████▏  | 266/370 [01:07<00:31,  3.25it/s]

 72%|███████▏  | 267/370 [01:07<00:32,  3.16it/s]

 72%|███████▏  | 268/370 [01:08<00:31,  3.20it/s]

 73%|███████▎  | 269/370 [01:08<00:34,  2.96it/s]

 73%|███████▎  | 270/370 [01:08<00:33,  2.97it/s]

 73%|███████▎  | 271/370 [01:09<00:33,  3.00it/s]

 74%|███████▎  | 272/370 [01:09<00:30,  3.23it/s]

 74%|███████▍  | 273/370 [01:09<00:30,  3.17it/s]

 74%|███████▍  | 274/370 [01:09<00:29,  3.27it/s]

 74%|███████▍  | 275/370 [01:10<00:28,  3.31it/s]

 75%|███████▍  | 276/370 [01:10<00:28,  3.35it/s]

 75%|███████▍  | 277/370 [01:10<00:28,  3.22it/s]

 75%|███████▌  | 278/370 [01:11<00:29,  3.16it/s]

 75%|███████▌  | 279/370 [01:11<00:28,  3.18it/s]

 76%|███████▌  | 280/370 [01:11<00:29,  3.10it/s]

 76%|███████▌  | 281/370 [01:12<00:27,  3.23it/s]

 76%|███████▌  | 282/370 [01:12<00:27,  3.25it/s]

 76%|███████▋  | 283/370 [01:12<00:26,  3.27it/s]

 77%|███████▋  | 284/370 [01:13<00:27,  3.08it/s]

 77%|███████▋  | 285/370 [01:13<00:28,  2.99it/s]

 77%|███████▋  | 286/370 [01:13<00:28,  2.99it/s]

 78%|███████▊  | 287/370 [01:14<00:26,  3.10it/s]

 78%|███████▊  | 288/370 [01:14<00:25,  3.18it/s]

 78%|███████▊  | 289/370 [01:14<00:24,  3.35it/s]

 78%|███████▊  | 290/370 [01:15<00:25,  3.15it/s]

 79%|███████▊  | 291/370 [01:15<00:25,  3.11it/s]

 79%|███████▉  | 292/370 [01:15<00:26,  2.97it/s]

 79%|███████▉  | 293/370 [01:16<00:27,  2.77it/s]

 79%|███████▉  | 294/370 [01:16<00:26,  2.92it/s]

 80%|███████▉  | 295/370 [01:16<00:24,  3.11it/s]

 80%|████████  | 296/370 [01:17<00:23,  3.13it/s]

 80%|████████  | 297/370 [01:17<00:23,  3.07it/s]

 81%|████████  | 298/370 [01:17<00:24,  2.94it/s]

 81%|████████  | 299/370 [01:18<00:23,  3.03it/s]

 81%|████████  | 300/370 [01:18<00:22,  3.07it/s]

 81%|████████▏ | 301/370 [01:18<00:22,  3.05it/s]

 82%|████████▏ | 302/370 [01:18<00:21,  3.21it/s]

 82%|████████▏ | 303/370 [01:19<00:20,  3.25it/s]

 82%|████████▏ | 304/370 [01:19<00:19,  3.30it/s]

 82%|████████▏ | 305/370 [01:19<00:21,  3.07it/s]

 83%|████████▎ | 306/370 [01:20<00:20,  3.14it/s]

 83%|████████▎ | 307/370 [01:20<00:19,  3.23it/s]

 83%|████████▎ | 308/370 [01:20<00:18,  3.33it/s]

 84%|████████▎ | 309/370 [01:21<00:18,  3.33it/s]

 84%|████████▍ | 310/370 [01:21<00:19,  3.09it/s]

 84%|████████▍ | 311/370 [01:21<00:19,  3.07it/s]

 84%|████████▍ | 312/370 [01:22<00:18,  3.13it/s]

 85%|████████▍ | 313/370 [01:22<00:17,  3.18it/s]

 85%|████████▍ | 314/370 [01:22<00:16,  3.44it/s]

 85%|████████▌ | 315/370 [01:22<00:15,  3.51it/s]

 85%|████████▌ | 316/370 [01:23<00:15,  3.43it/s]

 86%|████████▌ | 317/370 [01:23<00:15,  3.40it/s]

 86%|████████▌ | 318/370 [01:23<00:16,  3.25it/s]

 86%|████████▌ | 319/370 [01:24<00:15,  3.25it/s]

 86%|████████▋ | 320/370 [01:24<00:14,  3.34it/s]

 87%|████████▋ | 321/370 [01:24<00:14,  3.39it/s]

 87%|████████▋ | 322/370 [01:25<00:13,  3.45it/s]

 87%|████████▋ | 323/370 [01:25<00:14,  3.35it/s]

 88%|████████▊ | 324/370 [01:25<00:13,  3.50it/s]

 88%|████████▊ | 325/370 [01:25<00:12,  3.49it/s]

 88%|████████▊ | 326/370 [01:26<00:12,  3.43it/s]

 88%|████████▊ | 327/370 [01:26<00:12,  3.37it/s]

 89%|████████▊ | 328/370 [01:26<00:11,  3.59it/s]

 89%|████████▉ | 329/370 [01:27<00:11,  3.64it/s]

 89%|████████▉ | 330/370 [01:27<00:11,  3.50it/s]

 89%|████████▉ | 331/370 [01:27<00:11,  3.45it/s]

 90%|████████▉ | 332/370 [01:27<00:10,  3.48it/s]

 90%|█████████ | 333/370 [01:28<00:10,  3.56it/s]

 90%|█████████ | 334/370 [01:28<00:10,  3.52it/s]

 91%|█████████ | 335/370 [01:28<00:09,  3.62it/s]

 91%|█████████ | 336/370 [01:29<00:09,  3.63it/s]

 91%|█████████ | 337/370 [01:29<00:09,  3.56it/s]

 91%|█████████▏| 338/370 [01:29<00:09,  3.38it/s]

 92%|█████████▏| 339/370 [01:29<00:09,  3.34it/s]

 92%|█████████▏| 340/370 [01:30<00:09,  3.28it/s]

 92%|█████████▏| 341/370 [01:30<00:08,  3.38it/s]

 92%|█████████▏| 342/370 [01:30<00:08,  3.47it/s]

 93%|█████████▎| 343/370 [01:31<00:07,  3.62it/s]

 93%|█████████▎| 344/370 [01:31<00:07,  3.38it/s]

 93%|█████████▎| 345/370 [01:31<00:07,  3.16it/s]

 94%|█████████▎| 346/370 [01:32<00:07,  3.10it/s]

 94%|█████████▍| 347/370 [01:32<00:07,  3.13it/s]

 94%|█████████▍| 348/370 [01:32<00:06,  3.32it/s]

 94%|█████████▍| 349/370 [01:33<00:06,  3.12it/s]

 95%|█████████▍| 350/370 [01:33<00:06,  3.30it/s]

 95%|█████████▍| 351/370 [01:33<00:05,  3.20it/s]

 95%|█████████▌| 352/370 [01:33<00:05,  3.09it/s]

 95%|█████████▌| 353/370 [01:34<00:05,  3.07it/s]

 96%|█████████▌| 354/370 [01:34<00:05,  3.11it/s]

 96%|█████████▌| 355/370 [01:34<00:04,  3.26it/s]

 96%|█████████▌| 356/370 [01:35<00:04,  3.43it/s]

 96%|█████████▋| 357/370 [01:35<00:03,  3.57it/s]

 97%|█████████▋| 358/370 [01:35<00:03,  3.85it/s]

 97%|█████████▋| 359/370 [01:35<00:02,  3.87it/s]

 97%|█████████▋| 360/370 [01:36<00:02,  3.71it/s]

 98%|█████████▊| 361/370 [01:36<00:02,  3.76it/s]

 98%|█████████▊| 362/370 [01:36<00:02,  3.79it/s]

 98%|█████████▊| 363/370 [01:36<00:01,  4.09it/s]

 98%|█████████▊| 364/370 [01:37<00:01,  3.77it/s]

 99%|█████████▊| 365/370 [01:37<00:01,  3.96it/s]

 99%|█████████▉| 366/370 [01:37<00:01,  3.93it/s]

 99%|█████████▉| 367/370 [01:37<00:00,  3.95it/s]

 99%|█████████▉| 368/370 [01:38<00:00,  3.99it/s]

100%|█████████▉| 369/370 [01:38<00:00,  3.93it/s]

100%|██████████| 370/370 [01:38<00:00,  4.18it/s]
                                                         

                                                 

 65%|██████▌   | 13000/19900 [6:37:39<3:10:37,  1.66s/it]

100%|██████████| 370/370 [02:05<00:00,  4.18it/s]

                                                 Saving model checkpoint to ./checkpoint-13000
Configuration saved in ./checkpoint-13000/config.json
Model weights saved in ./checkpoint-13000/pytorch_model.bin
Configuration saved in ./checkpoint-13000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-11500] due to args.save_total_limit

 65%|██████▌   | 13001/19900 [6:38:59<120:38:51, 62.96s/it]
 65%|██████▌   | 13002/19900 [6:39:01<85:22:05, 44.55s/it] 
 65%|██████▌   | 13003/19900 [6:39:02<60:36:35, 31.64s/it]
 65%|██████▌   | 13004/19900 [6:39:04<43:18:13, 22.61s/it]
 65%|██████▌   | 13005/19900 [6:39:05<31:10:20, 16.28s/it]
 65%|██████▌   | 13006/19900 [6:39:07<22:39:47, 11.83s/it]
 65%|██████▌   | 13007/19900 [6:39:08<16:40:41,  8.71s/it]
 65%|██████▌   | 13008/19900 [6:39:10<12:29:21,  6.52s/it]
 65%|██████▌   | 13009/19900 [6:39:11<9:40:58,  5.06s/it] 
 65%|██████▌   | 13010/19900 [6:39:13<7:37:53,  3.99s/it]
 65%|██████▌   | 13011/19900 [6:39:14<6:08:03,  3.21s/it]
 65%|██████▌   | 13012/19900 [6:39:16<5:06:35,  2.67s/it]
 65%|██████▌   | 13013/19900 [6:39:17<4:21:23,  2.28s/it]
 65%|██████▌   | 13014/19900 [6:39:18<3:50:58,  2.01s/it]
 65%|██████▌   | 13015/19900 [6:39:20<3:28:17,  1.82s/it]
 65%|██████▌   | 13016/19900 [6:39:21<3:11:36,  1.67s/it]
 65%|██████▌   | 13017/19900 [6:39:22<2:58:20,  1.55s/it]
 65%|██████▌   | 13018/19900 [6:39:24<2:47:47,  1.46s/it]
 65%|██████▌   | 13019/19900 [6:39:25<2:41:43,  1.41s/it]
 65%|██████▌   | 13020/19900 [6:39:26<2:36:49,  1.37s/it]
 65%|██████▌   | 13021/19900 [6:39:27<2:37:59,  1.38s/it]
 65%|██████▌   | 13022/19900 [6:39:29<2:32:55,  1.33s/it]
 65%|██████▌   | 13023/19900 [6:39:30<2:26:20,  1.28s/it]
 65%|██████▌   | 13024/19900 [6:39:31<2:25:07,  1.27s/it]
 65%|██████▌   | 13025/19900 [6:39:32<2:26:27,  1.28s/it]
 65%|██████▌   | 13026/19900 [6:39:34<2:22:09,  1.24s/it]
 65%|██████▌   | 13027/19900 [6:39:35<2:19:37,  1.22s/it]
 65%|██████▌   | 13028/19900 [6:39:36<2:14:11,  1.17s/it]
 65%|██████▌   | 13029/19900 [6:39:37<2:10:32,  1.14s/it]
 65%|██████▌   | 13030/19900 [6:39:38<2:09:04,  1.13s/it]
 65%|██████▌   | 13031/19900 [6:39:39<2:07:27,  1.11s/it]
 65%|██████▌   | 13032/19900 [6:39:40<2:03:09,  1.08s/it]
 65%|██████▌   | 13033/19900 [6:39:41<1:56:37,  1.02s/it]
 65%|██████▌   | 13034/19900 [6:39:43<2:44:11,  1.43s/it]
 66%|██████▌   | 13035/19900 [6:39:46<3:12:28,  1.68s/it]
 66%|██████▌   | 13036/19900 [6:39:48<3:25:41,  1.80s/it]
 66%|██████▌   | 13037/19900 [6:39:50<3:32:20,  1.86s/it]
 66%|██████▌   | 13038/19900 [6:39:52<3:33:30,  1.87s/it]
 66%|██████▌   | 13039/19900 [6:39:53<3:35:06,  1.88s/it]
 66%|██████▌   | 13040/19900 [6:39:55<3:33:36,  1.87s/it]
 66%|██████▌   | 13041/19900 [6:39:57<3:28:19,  1.82s/it]
 66%|██████▌   | 13042/19900 [6:39:59<3:26:09,  1.80s/it]
 66%|██████▌   | 13043/19900 [6:40:00<3:22:08,  1.77s/it]
 66%|██████▌   | 13044/19900 [6:40:02<3:18:01,  1.73s/it]
 66%|██████▌   | 13045/19900 [6:40:04<3:14:47,  1.70s/it]
 66%|██████▌   | 13046/19900 [6:40:05<3:11:08,  1.67s/it]
 66%|██████▌   | 13047/19900 [6:40:07<3:08:01,  1.65s/it]
 66%|██████▌   | 13048/19900 [6:40:08<3:05:26,  1.62s/it]
 66%|██████▌   | 13049/19900 [6:40:10<3:01:00,  1.59s/it]
 66%|██████▌   | 13050/19900 [6:40:12<2:59:43,  1.57s/it]
 66%|██████▌   | 13051/19900 [6:40:13<2:56:33,  1.55s/it]
 66%|██████▌   | 13052/19900 [6:40:14<2:51:28,  1.50s/it]
 66%|██████▌   | 13053/19900 [6:40:16<2:52:25,  1.51s/it]
 66%|██████▌   | 13054/19900 [6:40:17<2:53:39,  1.52s/it]
 66%|██████▌   | 13055/19900 [6:40:19<2:54:14,  1.53s/it]
 66%|██████▌   | 13056/19900 [6:40:20<2:50:34,  1.50s/it]
 66%|██████▌   | 13057/19900 [6:40:22<2:49:13,  1.48s/it]
 66%|██████▌   | 13058/19900 [6:40:23<2:44:26,  1.44s/it]
 66%|██████▌   | 13059/19900 [6:40:25<2:38:58,  1.39s/it]
 66%|██████▌   | 13060/19900 [6:40:26<2:37:34,  1.38s/it]
 66%|██████▌   | 13061/19900 [6:40:27<2:35:17,  1.36s/it]
 66%|██████▌   | 13062/19900 [6:40:28<2:33:08,  1.34s/it]
 66%|██████▌   | 13063/19900 [6:40:30<2:31:04,  1.33s/it]
 66%|██████▌   | 13064/19900 [6:40:31<2:29:59,  1.32s/it]
 66%|██████▌   | 13065/19900 [6:40:32<2:26:34,  1.29s/it]
 66%|██████▌   | 13066/19900 [6:40:34<2:25:18,  1.28s/it]
 66%|██████▌   | 13067/19900 [6:40:35<2:24:43,  1.27s/it]
 66%|██████▌   | 13068/19900 [6:40:36<2:25:23,  1.28s/it]
 66%|██████▌   | 13069/19900 [6:40:37<2:22:48,  1.25s/it]
 66%|██████▌   | 13070/19900 [6:40:39<2:21:31,  1.24s/it]
 66%|██████▌   | 13071/19900 [6:40:40<2:20:04,  1.23s/it]
 66%|██████▌   | 13072/19900 [6:40:41<2:18:19,  1.22s/it]
 66%|██████▌   | 13073/19900 [6:40:42<2:16:21,  1.20s/it]
 66%|██████▌   | 13074/19900 [6:40:43<2:13:20,  1.17s/it]
 66%|██████▌   | 13075/19900 [6:40:44<2:13:12,  1.17s/it]
 66%|██████▌   | 13076/19900 [6:40:45<2:10:04,  1.14s/it]
 66%|██████▌   | 13077/19900 [6:40:46<2:06:13,  1.11s/it]
 66%|██████▌   | 13078/19900 [6:40:47<2:03:49,  1.09s/it]
 66%|██████▌   | 13079/19900 [6:40:48<2:00:47,  1.06s/it]
 66%|██████▌   | 13080/19900 [6:40:49<1:58:11,  1.04s/it]
 66%|██████▌   | 13081/19900 [6:40:50<1:55:44,  1.02s/it]
 66%|██████▌   | 13082/19900 [6:40:51<1:51:14,  1.02it/s]
 66%|██████▌   | 13083/19900 [6:40:54<2:37:37,  1.39s/it]
 66%|██████▌   | 13084/19900 [6:40:56<3:02:06,  1.60s/it]
 66%|██████▌   | 13085/19900 [6:40:58<3:15:57,  1.73s/it]
 66%|██████▌   | 13086/19900 [6:41:00<3:21:42,  1.78s/it]
 66%|██████▌   | 13087/19900 [6:41:02<3:23:32,  1.79s/it]
 66%|██████▌   | 13088/19900 [6:41:03<3:22:21,  1.78s/it]
 66%|██████▌   | 13089/19900 [6:41:05<3:20:02,  1.76s/it]
 66%|██████▌   | 13090/19900 [6:41:07<3:16:30,  1.73s/it]
 66%|██████▌   | 13091/19900 [6:41:08<3:14:02,  1.71s/it]
 66%|██████▌   | 13092/19900 [6:41:10<3:10:23,  1.68s/it]
 66%|██████▌   | 13093/19900 [6:41:12<3:11:35,  1.69s/it]
 66%|██████▌   | 13094/19900 [6:41:13<3:07:41,  1.65s/it]
 66%|██████▌   | 13095/19900 [6:41:15<3:04:25,  1.63s/it]
 66%|██████▌   | 13096/19900 [6:41:16<3:03:52,  1.62s/it]
 66%|██████▌   | 13097/19900 [6:41:18<3:01:57,  1.60s/it]
 66%|██████▌   | 13098/19900 [6:41:19<3:00:27,  1.59s/it]
 66%|██████▌   | 13099/19900 [6:41:21<2:57:49,  1.57s/it]
 66%|██████▌   | 13100/19900 [6:41:22<2:55:13,  1.55s/it]
                                                         

 66%|██████▌   | 13100/19900 [6:41:22<2:55:13,  1.55s/it]
 66%|██████▌   | 13101/19900 [6:41:24<2:55:50,  1.55s/it]
 66%|██████▌   | 13102/19900 [6:41:26<2:54:56,  1.54s/it]
 66%|██████▌   | 13103/19900 [6:41:27<2:52:17,  1.52s/it]
 66%|██████▌   | 13104/19900 [6:41:29<2:51:14,  1.51s/it]
 66%|██████▌   | 13105/19900 [6:41:30<2:48:34,  1.49s/it]
 66%|██████▌   | 13106/19900 [6:41:31<2:46:32,  1.47s/it]
 66%|██████▌   | 13107/19900 [6:41:33<2:45:52,  1.47s/it]
 66%|██████▌   | 13108/19900 [6:41:34<2:44:00,  1.45s/it]
 66%|██████▌   | 13109/19900 [6:41:36<2:41:22,  1.43s/it]
 66%|██████▌   | 13110/19900 [6:41:37<2:39:01,  1.41s/it]
 66%|██████▌   | 13111/19900 [6:41:38<2:37:46,  1.39s/it]
 66%|██████▌   | 13112/19900 [6:41:40<2:34:38,  1.37s/it]
 66%|██████▌   | 13113/19900 [6:41:41<2:32:17,  1.35s/it]
 66%|██████▌   | 13114/19900 [6:41:42<2:29:59,  1.33s/it]
 66%|██████▌   | 13115/19900 [6:41:44<2:28:00,  1.31s/it]
 66%|██████▌   | 13116/19900 [6:41:45<2:25:14,  1.28s/it]
 66%|██████▌   | 13117/19900 [6:41:46<2:23:10,  1.27s/it]
 66%|██████▌   | 13118/19900 [6:41:47<2:21:31,  1.25s/it]
 66%|██████▌   | 13119/19900 [6:41:48<2:20:31,  1.24s/it]
 66%|██████▌   | 13120/19900 [6:41:50<2:19:31,  1.23s/it]
 66%|██████▌   | 13121/19900 [6:41:51<2:19:55,  1.24s/it]
 66%|██████▌   | 13122/19900 [6:41:52<2:18:19,  1.22s/it]
 66%|██████▌   | 13123/19900 [6:41:53<2:14:42,  1.19s/it]
 66%|██████▌   | 13124/19900 [6:41:54<2:11:25,  1.16s/it]
 66%|██████▌   | 13125/19900 [6:41:55<2:11:30,  1.16s/it]
 66%|██████▌   | 13126/19900 [6:41:56<2:07:35,  1.13s/it]
 66%|██████▌   | 13127/19900 [6:41:58<2:04:35,  1.10s/it]
 66%|██████▌   | 13128/19900 [6:41:59<2:00:48,  1.07s/it]
 66%|██████▌   | 13129/19900 [6:42:00<1:58:48,  1.05s/it]
 66%|██████▌   | 13130/19900 [6:42:00<1:55:17,  1.02s/it]
 66%|██████▌   | 13131/19900 [6:42:01<1:46:31,  1.06it/s]
 66%|██████▌   | 13132/19900 [6:42:03<2:12:53,  1.18s/it]
 66%|██████▌   | 13133/19900 [6:42:04<2:20:45,  1.25s/it]
 66%|██████▌   | 13134/19900 [6:42:06<2:18:07,  1.22s/it]
 66%|██████▌   | 13135/19900 [6:42:09<3:16:37,  1.74s/it]
 66%|██████▌   | 13136/19900 [6:42:11<3:29:12,  1.86s/it]
 66%|██████▌   | 13137/19900 [6:42:13<3:35:16,  1.91s/it]
 66%|██████▌   | 13138/19900 [6:42:15<3:34:54,  1.91s/it]
 66%|██████▌   | 13139/19900 [6:42:16<3:33:03,  1.89s/it]
 66%|██████▌   | 13140/19900 [6:42:18<3:28:49,  1.85s/it]
 66%|██████▌   | 13141/19900 [6:42:20<3:25:30,  1.82s/it]
 66%|██████▌   | 13142/19900 [6:42:22<3:24:30,  1.82s/it]
 66%|██████▌   | 13143/19900 [6:42:23<3:20:02,  1.78s/it]
 66%|██████▌   | 13144/19900 [6:42:25<3:15:02,  1.73s/it]
 66%|██████▌   | 13145/19900 [6:42:27<3:10:48,  1.69s/it]
 66%|██████▌   | 13146/19900 [6:42:28<3:09:22,  1.68s/it]
 66%|██████▌   | 13147/19900 [6:42:30<3:08:14,  1.67s/it]
 66%|██████▌   | 13148/19900 [6:42:31<3:02:44,  1.62s/it]
 66%|██████▌   | 13149/19900 [6:42:33<2:58:32,  1.59s/it]
 66%|██████▌   | 13150/19900 [6:42:34<2:56:27,  1.57s/it]
 66%|██████▌   | 13151/19900 [6:42:36<2:55:02,  1.56s/it]
 66%|██████▌   | 13152/19900 [6:42:38<2:55:38,  1.56s/it]
 66%|██████▌   | 13153/19900 [6:42:39<2:53:27,  1.54s/it]
 66%|██████▌   | 13154/19900 [6:42:41<2:50:41,  1.52s/it]
 66%|██████▌   | 13155/19900 [6:42:42<2:48:23,  1.50s/it]
 66%|██████▌   | 13156/19900 [6:42:44<2:48:04,  1.50s/it]
 66%|██████▌   | 13157/19900 [6:42:45<2:49:20,  1.51s/it]
 66%|██████▌   | 13158/19900 [6:42:46<2:46:02,  1.48s/it]
 66%|██████▌   | 13159/19900 [6:42:48<2:43:15,  1.45s/it]
 66%|██████▌   | 13160/19900 [6:42:49<2:41:06,  1.43s/it]
 66%|██████▌   | 13161/19900 [6:42:51<2:36:58,  1.40s/it]
 66%|██████▌   | 13162/19900 [6:42:52<2:34:14,  1.37s/it]
 66%|██████▌   | 13163/19900 [6:42:53<2:34:44,  1.38s/it]
 66%|██████▌   | 13164/19900 [6:42:55<2:32:58,  1.36s/it]
 66%|██████▌   | 13165/19900 [6:42:56<2:29:48,  1.33s/it]
 66%|██████▌   | 13166/19900 [6:42:57<2:27:09,  1.31s/it]
 66%|██████▌   | 13167/19900 [6:42:58<2:25:40,  1.30s/it]
 66%|██████▌   | 13168/19900 [6:43:00<2:22:42,  1.27s/it]
 66%|██████▌   | 13169/19900 [6:43:01<2:21:05,  1.26s/it]
 66%|██████▌   | 13170/19900 [6:43:02<2:20:02,  1.25s/it]
 66%|██████▌   | 13171/19900 [6:43:03<2:18:41,  1.24s/it]
 66%|██████▌   | 13172/19900 [6:43:04<2:18:06,  1.23s/it]
 66%|██████▌   | 13173/19900 [6:43:06<2:17:25,  1.23s/it]
 66%|██████▌   | 13174/19900 [6:43:07<2:14:59,  1.20s/it]
 66%|██████▌   | 13175/19900 [6:43:08<2:12:27,  1.18s/it]
 66%|██████▌   | 13176/19900 [6:43:09<2:10:21,  1.16s/it]
 66%|██████▌   | 13177/19900 [6:43:10<2:07:12,  1.14s/it]
 66%|██████▌   | 13178/19900 [6:43:11<2:04:33,  1.11s/it]
 66%|██████▌   | 13179/19900 [6:43:12<2:04:26,  1.11s/it]
 66%|██████▌   | 13180/19900 [6:43:13<2:03:49,  1.11s/it]
 66%|██████▌   | 13181/19900 [6:43:14<1:59:35,  1.07s/it]
 66%|██████▌   | 13182/19900 [6:43:15<1:56:21,  1.04s/it]
 66%|██████▌   | 13183/19900 [6:43:16<1:51:44,  1.00it/s]
 66%|██████▋   | 13184/19900 [6:43:19<2:35:34,  1.39s/it]
 66%|██████▋   | 13185/19900 [6:43:21<2:58:19,  1.59s/it]
 66%|██████▋   | 13186/19900 [6:43:23<3:09:51,  1.70s/it]
 66%|██████▋   | 13187/19900 [6:43:24<3:15:36,  1.75s/it]
 66%|██████▋   | 13188/19900 [6:43:26<3:16:48,  1.76s/it]
 66%|██████▋   | 13189/19900 [6:43:28<3:21:41,  1.80s/it]
 66%|██████▋   | 13190/19900 [6:43:30<3:19:51,  1.79s/it]
 66%|██████▋   | 13191/19900 [6:43:32<3:20:02,  1.79s/it]
 66%|██████▋   | 13192/19900 [6:43:33<3:18:18,  1.77s/it]
 66%|██████▋   | 13193/19900 [6:43:35<3:16:53,  1.76s/it]
 66%|██████▋   | 13194/19900 [6:43:37<3:15:12,  1.75s/it]
 66%|██████▋   | 13195/19900 [6:43:39<3:14:55,  1.74s/it]
 66%|██████▋   | 13196/19900 [6:43:40<3:11:45,  1.72s/it]
 66%|██████▋   | 13197/19900 [6:43:42<3:07:20,  1.68s/it]
 66%|██████▋   | 13198/19900 [6:43:43<3:06:03,  1.67s/it]
 66%|██████▋   | 13199/19900 [6:43:45<2:59:58,  1.61s/it]
 66%|██████▋   | 13200/19900 [6:43:46<2:56:04,  1.58s/it]
                                                         

 66%|██████▋   | 13200/19900 [6:43:46<2:56:04,  1.58s/it]
 66%|██████▋   | 13201/19900 [6:43:48<2:56:02,  1.58s/it]
 66%|██████▋   | 13202/19900 [6:43:50<2:54:11,  1.56s/it]
 66%|██████▋   | 13203/19900 [6:43:51<2:52:05,  1.54s/it]
 66%|██████▋   | 13204/19900 [6:43:53<2:53:21,  1.55s/it]
 66%|██████▋   | 13205/19900 [6:43:54<2:50:24,  1.53s/it]
 66%|██████▋   | 13206/19900 [6:43:56<2:48:28,  1.51s/it]
 66%|██████▋   | 13207/19900 [6:43:57<2:47:37,  1.50s/it]
 66%|██████▋   | 13208/19900 [6:43:59<2:47:03,  1.50s/it]
 66%|██████▋   | 13209/19900 [6:44:00<2:44:29,  1.48s/it]
 66%|██████▋   | 13210/19900 [6:44:01<2:43:24,  1.47s/it]
 66%|██████▋   | 13211/19900 [6:44:03<2:39:30,  1.43s/it]
 66%|██████▋   | 13212/19900 [6:44:04<2:36:03,  1.40s/it]
 66%|██████▋   | 13213/19900 [6:44:05<2:32:45,  1.37s/it]
 66%|██████▋   | 13214/19900 [6:44:07<2:28:53,  1.34s/it]
 66%|██████▋   | 13215/19900 [6:44:08<2:26:39,  1.32s/it]
 66%|██████▋   | 13216/19900 [6:44:09<2:23:23,  1.29s/it]
 66%|██████▋   | 13217/19900 [6:44:10<2:23:21,  1.29s/it]
 66%|██████▋   | 13218/19900 [6:44:12<2:21:48,  1.27s/it]
 66%|██████▋   | 13219/19900 [6:44:13<2:22:21,  1.28s/it]
 66%|██████▋   | 13220/19900 [6:44:14<2:19:02,  1.25s/it]
 66%|██████▋   | 13221/19900 [6:44:15<2:19:28,  1.25s/it]
 66%|██████▋   | 13222/19900 [6:44:17<2:16:48,  1.23s/it]
 66%|██████▋   | 13223/19900 [6:44:18<2:14:39,  1.21s/it]
 66%|██████▋   | 13224/19900 [6:44:19<2:11:32,  1.18s/it]
 66%|██████▋   | 13225/19900 [6:44:20<2:11:55,  1.19s/it]
 66%|██████▋   | 13226/19900 [6:44:21<2:13:11,  1.20s/it]
 66%|██████▋   | 13227/19900 [6:44:22<2:08:26,  1.15s/it]
 66%|██████▋   | 13228/19900 [6:44:23<2:05:08,  1.13s/it]
 66%|██████▋   | 13229/19900 [6:44:24<2:03:58,  1.12s/it]
 66%|██████▋   | 13230/19900 [6:44:25<1:56:42,  1.05s/it]
 66%|██████▋   | 13231/19900 [6:44:26<1:49:03,  1.02it/s]
 66%|██████▋   | 13232/19900 [6:44:27<1:41:16,  1.10it/s]
 66%|██████▋   | 13233/19900 [6:44:29<2:28:32,  1.34s/it]
 67%|██████▋   | 13234/19900 [6:44:31<2:56:40,  1.59s/it]
 67%|██████▋   | 13235/19900 [6:44:33<3:09:55,  1.71s/it]
 67%|██████▋   | 13236/19900 [6:44:35<3:18:12,  1.78s/it]
 67%|██████▋   | 13237/19900 [6:44:37<3:21:42,  1.82s/it]
 67%|██████▋   | 13238/19900 [6:44:39<3:21:54,  1.82s/it]
 67%|██████▋   | 13239/19900 [6:44:41<3:20:49,  1.81s/it]
 67%|██████▋   | 13240/19900 [6:44:43<3:18:22,  1.79s/it]
 67%|██████▋   | 13241/19900 [6:44:44<3:16:17,  1.77s/it]
 67%|██████▋   | 13242/19900 [6:44:46<3:12:46,  1.74s/it]
 67%|██████▋   | 13243/19900 [6:44:48<3:11:25,  1.73s/it]
 67%|██████▋   | 13244/19900 [6:44:49<3:10:37,  1.72s/it]
 67%|██████▋   | 13245/19900 [6:44:51<3:05:17,  1.67s/it]
 67%|██████▋   | 13246/19900 [6:44:53<3:01:47,  1.64s/it]
 67%|██████▋   | 13247/19900 [6:44:54<3:00:16,  1.63s/it]
 67%|██████▋   | 13248/19900 [6:44:56<2:55:34,  1.58s/it]
 67%|██████▋   | 13249/19900 [6:44:57<2:53:50,  1.57s/it]
 67%|██████▋   | 13250/19900 [6:44:59<2:51:23,  1.55s/it]
 67%|██████▋   | 13251/19900 [6:45:00<2:48:45,  1.52s/it]
 67%|██████▋   | 13252/19900 [6:45:02<2:46:38,  1.50s/it]
 67%|██████▋   | 13253/19900 [6:45:03<2:44:39,  1.49s/it]
 67%|██████▋   | 13254/19900 [6:45:04<2:43:53,  1.48s/it]
 67%|██████▋   | 13255/19900 [6:45:06<2:41:54,  1.46s/it]
 67%|██████▋   | 13256/19900 [6:45:07<2:41:04,  1.45s/it]
 67%|██████▋   | 13257/19900 [6:45:09<2:39:43,  1.44s/it]
 67%|██████▋   | 13258/19900 [6:45:10<2:37:10,  1.42s/it]
 67%|██████▋   | 13259/19900 [6:45:11<2:34:03,  1.39s/it]
 67%|██████▋   | 13260/19900 [6:45:13<2:35:01,  1.40s/it]
 67%|██████▋   | 13261/19900 [6:45:14<2:31:23,  1.37s/it]
 67%|██████▋   | 13262/19900 [6:45:15<2:28:12,  1.34s/it]
 67%|██████▋   | 13263/19900 [6:45:17<2:26:02,  1.32s/it]
 67%|██████▋   | 13264/19900 [6:45:18<2:25:09,  1.31s/it]
 67%|██████▋   | 13265/19900 [6:45:19<2:22:32,  1.29s/it]
 67%|██████▋   | 13266/19900 [6:45:20<2:20:01,  1.27s/it]
 67%|██████▋   | 13267/19900 [6:45:22<2:20:01,  1.27s/it]
 67%|██████▋   | 13268/19900 [6:45:23<2:20:17,  1.27s/it]
 67%|██████▋   | 13269/19900 [6:45:24<2:19:37,  1.26s/it]
 67%|██████▋   | 13270/19900 [6:45:25<2:16:57,  1.24s/it]
 67%|██████▋   | 13271/19900 [6:45:27<2:14:46,  1.22s/it]
 67%|██████▋   | 13272/19900 [6:45:28<2:13:06,  1.21s/it]
 67%|██████▋   | 13273/19900 [6:45:29<2:09:59,  1.18s/it]
 67%|██████▋   | 13274/19900 [6:45:30<2:08:40,  1.17s/it]
 67%|██████▋   | 13275/19900 [6:45:31<2:06:08,  1.14s/it]
 67%|██████▋   | 13276/19900 [6:45:32<2:03:53,  1.12s/it]
 67%|██████▋   | 13277/19900 [6:45:33<2:01:04,  1.10s/it]
 67%|██████▋   | 13278/19900 [6:45:34<1:57:10,  1.06s/it]
 67%|██████▋   | 13279/19900 [6:45:35<1:56:00,  1.05s/it]
 67%|██████▋   | 13280/19900 [6:45:36<1:49:49,  1.00it/s]
 67%|██████▋   | 13281/19900 [6:45:37<1:49:10,  1.01it/s]
 67%|██████▋   | 13282/19900 [6:45:40<2:36:42,  1.42s/it]
 67%|██████▋   | 13283/19900 [6:45:42<2:59:57,  1.63s/it]
 67%|██████▋   | 13284/19900 [6:45:44<3:12:43,  1.75s/it]
 67%|██████▋   | 13285/19900 [6:45:46<3:18:17,  1.80s/it]
 67%|██████▋   | 13286/19900 [6:45:47<3:21:09,  1.82s/it]
 67%|██████▋   | 13287/19900 [6:45:49<3:21:25,  1.83s/it]
 67%|██████▋   | 13288/19900 [6:45:51<3:20:31,  1.82s/it]
 67%|██████▋   | 13289/19900 [6:45:53<3:19:52,  1.81s/it]
 67%|██████▋   | 13290/19900 [6:45:55<3:17:13,  1.79s/it]
 67%|██████▋   | 13291/19900 [6:45:56<3:13:23,  1.76s/it]
 67%|██████▋   | 13292/19900 [6:45:58<3:09:28,  1.72s/it]
 67%|██████▋   | 13293/19900 [6:46:00<3:07:43,  1.70s/it]
 67%|██████▋   | 13294/19900 [6:46:01<3:03:52,  1.67s/it]
 67%|██████▋   | 13295/19900 [6:46:03<3:00:26,  1.64s/it]
 67%|██████▋   | 13296/19900 [6:46:04<2:57:53,  1.62s/it]
 67%|██████▋   | 13297/19900 [6:46:06<2:56:04,  1.60s/it]
 67%|██████▋   | 13298/19900 [6:46:07<2:53:15,  1.57s/it]
 67%|██████▋   | 13299/19900 [6:46:09<2:50:54,  1.55s/it]
 67%|██████▋   | 13300/19900 [6:46:10<2:50:27,  1.55s/it]
                                                         

 67%|██████▋   | 13300/19900 [6:46:10<2:50:27,  1.55s/it]
 67%|██████▋   | 13301/19900 [6:46:12<2:50:14,  1.55s/it]
 67%|██████▋   | 13302/19900 [6:46:13<2:48:05,  1.53s/it]
 67%|██████▋   | 13303/19900 [6:46:15<2:46:57,  1.52s/it]
 67%|██████▋   | 13304/19900 [6:46:16<2:46:41,  1.52s/it]
 67%|██████▋   | 13305/19900 [6:46:18<2:43:59,  1.49s/it]
 67%|██████▋   | 13306/19900 [6:46:19<2:43:44,  1.49s/it]
 67%|██████▋   | 13307/19900 [6:46:21<2:40:42,  1.46s/it]
 67%|██████▋   | 13308/19900 [6:46:22<2:38:19,  1.44s/it]
 67%|██████▋   | 13309/19900 [6:46:24<2:35:39,  1.42s/it]
 67%|██████▋   | 13310/19900 [6:46:25<2:35:09,  1.41s/it]
 67%|██████▋   | 13311/19900 [6:46:26<2:30:45,  1.37s/it]
 67%|██████▋   | 13312/19900 [6:46:27<2:26:55,  1.34s/it]
 67%|██████▋   | 13313/19900 [6:46:29<2:25:46,  1.33s/it]
 67%|██████▋   | 13314/19900 [6:46:30<2:24:33,  1.32s/it]
 67%|██████▋   | 13315/19900 [6:46:31<2:22:00,  1.29s/it]
 67%|██████▋   | 13316/19900 [6:46:33<2:19:33,  1.27s/it]
 67%|██████▋   | 13317/19900 [6:46:34<2:17:59,  1.26s/it]
 67%|██████▋   | 13318/19900 [6:46:35<2:15:31,  1.24s/it]
 67%|██████▋   | 13319/19900 [6:46:36<2:13:06,  1.21s/it]
 67%|██████▋   | 13320/19900 [6:46:37<2:12:37,  1.21s/it]
 67%|██████▋   | 13321/19900 [6:46:38<2:09:52,  1.18s/it]
 67%|██████▋   | 13322/19900 [6:46:40<2:07:52,  1.17s/it]
 67%|██████▋   | 13323/19900 [6:46:41<2:04:26,  1.14s/it]
 67%|██████▋   | 13324/19900 [6:46:42<2:03:36,  1.13s/it]
 67%|██████▋   | 13325/19900 [6:46:43<2:02:13,  1.12s/it]
 67%|██████▋   | 13326/19900 [6:46:44<1:59:45,  1.09s/it]
 67%|██████▋   | 13327/19900 [6:46:45<1:57:32,  1.07s/it]
 67%|██████▋   | 13328/19900 [6:46:46<1:54:39,  1.05s/it]
 67%|██████▋   | 13329/19900 [6:46:47<1:52:05,  1.02s/it]
 67%|██████▋   | 13330/19900 [6:46:48<1:50:39,  1.01s/it]
 67%|██████▋   | 13331/19900 [6:46:50<2:15:18,  1.24s/it]
 67%|██████▋   | 13332/19900 [6:46:51<2:21:52,  1.30s/it]
 67%|██████▋   | 13333/19900 [6:46:52<2:20:26,  1.28s/it]
 67%|██████▋   | 13334/19900 [6:46:55<3:07:52,  1.72s/it]
 67%|██████▋   | 13335/19900 [6:46:57<3:19:45,  1.83s/it]
 67%|██████▋   | 13336/19900 [6:46:59<3:25:28,  1.88s/it]
 67%|██████▋   | 13337/19900 [6:47:01<3:32:53,  1.95s/it]
 67%|██████▋   | 13338/19900 [6:47:03<3:31:48,  1.94s/it]
 67%|██████▋   | 13339/19900 [6:47:05<3:28:10,  1.90s/it]
 67%|██████▋   | 13340/19900 [6:47:07<3:21:58,  1.85s/it]
 67%|██████▋   | 13341/19900 [6:47:08<3:17:31,  1.81s/it]
 67%|██████▋   | 13342/19900 [6:47:10<3:12:04,  1.76s/it]
 67%|██████▋   | 13343/19900 [6:47:12<3:09:16,  1.73s/it]
 67%|██████▋   | 13344/19900 [6:47:13<3:09:02,  1.73s/it]
 67%|██████▋   | 13345/19900 [6:47:15<3:05:25,  1.70s/it]
 67%|██████▋   | 13346/19900 [6:47:17<3:02:37,  1.67s/it]
 67%|██████▋   | 13347/19900 [6:47:18<2:59:32,  1.64s/it]
 67%|██████▋   | 13348/19900 [6:47:20<2:57:27,  1.63s/it]
 67%|██████▋   | 13349/19900 [6:47:21<2:53:28,  1.59s/it]
 67%|██████▋   | 13350/19900 [6:47:23<2:51:15,  1.57s/it]
 67%|██████▋   | 13351/19900 [6:47:24<2:50:46,  1.56s/it]
 67%|██████▋   | 13352/19900 [6:47:26<2:49:48,  1.56s/it]
 67%|██████▋   | 13353/19900 [6:47:27<2:47:08,  1.53s/it]
 67%|██████▋   | 13354/19900 [6:47:29<2:46:32,  1.53s/it]
 67%|██████▋   | 13355/19900 [6:47:30<2:43:23,  1.50s/it]
 67%|██████▋   | 13356/19900 [6:47:32<2:40:55,  1.48s/it]
 67%|██████▋   | 13357/19900 [6:47:33<2:38:28,  1.45s/it]
 67%|██████▋   | 13358/19900 [6:47:35<2:37:27,  1.44s/it]
 67%|██████▋   | 13359/19900 [6:47:36<2:36:27,  1.44s/it]
 67%|██████▋   | 13360/19900 [6:47:37<2:35:46,  1.43s/it]
 67%|██████▋   | 13361/19900 [6:47:39<2:33:27,  1.41s/it]
 67%|██████▋   | 13362/19900 [6:47:40<2:31:55,  1.39s/it]
 67%|██████▋   | 13363/19900 [6:47:41<2:29:49,  1.38s/it]
 67%|██████▋   | 13364/19900 [6:47:43<2:30:45,  1.38s/it]
 67%|██████▋   | 13365/19900 [6:47:44<2:26:37,  1.35s/it]
 67%|██████▋   | 13366/19900 [6:47:45<2:24:40,  1.33s/it]
 67%|██████▋   | 13367/19900 [6:47:47<2:21:17,  1.30s/it]
 67%|██████▋   | 13368/19900 [6:47:48<2:22:05,  1.31s/it]
 67%|██████▋   | 13369/19900 [6:47:49<2:20:07,  1.29s/it]
 67%|██████▋   | 13370/19900 [6:47:50<2:17:36,  1.26s/it]
 67%|██████▋   | 13371/19900 [6:47:52<2:15:09,  1.24s/it]
 67%|██████▋   | 13372/19900 [6:47:53<2:14:15,  1.23s/it]
 67%|██████▋   | 13373/19900 [6:47:54<2:13:05,  1.22s/it]
 67%|██████▋   | 13374/19900 [6:47:55<2:11:35,  1.21s/it]
 67%|██████▋   | 13375/19900 [6:47:56<2:09:39,  1.19s/it]
 67%|██████▋   | 13376/19900 [6:47:57<2:07:41,  1.17s/it]
 67%|██████▋   | 13377/19900 [6:47:59<2:04:01,  1.14s/it]
 67%|██████▋   | 13378/19900 [6:48:00<2:02:10,  1.12s/it]
 67%|██████▋   | 13379/19900 [6:48:01<2:00:32,  1.11s/it]
 67%|██████▋   | 13380/19900 [6:48:02<1:56:37,  1.07s/it]
 67%|██████▋   | 13381/19900 [6:48:03<1:52:51,  1.04s/it]
 67%|██████▋   | 13382/19900 [6:48:04<1:50:16,  1.02s/it]
 67%|██████▋   | 13383/19900 [6:48:06<2:36:51,  1.44s/it]
 67%|██████▋   | 13384/19900 [6:48:08<2:58:13,  1.64s/it]
 67%|██████▋   | 13385/19900 [6:48:10<3:12:21,  1.77s/it]
 67%|██████▋   | 13386/19900 [6:48:12<3:19:39,  1.84s/it]
 67%|██████▋   | 13387/19900 [6:48:14<3:18:28,  1.83s/it]
 67%|██████▋   | 13388/19900 [6:48:16<3:19:01,  1.83s/it]
 67%|██████▋   | 13389/19900 [6:48:18<3:18:04,  1.83s/it]
 67%|██████▋   | 13390/19900 [6:48:19<3:16:18,  1.81s/it]
 67%|██████▋   | 13391/19900 [6:48:21<3:11:09,  1.76s/it]
 67%|██████▋   | 13392/19900 [6:48:23<3:09:31,  1.75s/it]
 67%|██████▋   | 13393/19900 [6:48:24<3:06:42,  1.72s/it]
 67%|██████▋   | 13394/19900 [6:48:26<3:06:39,  1.72s/it]
 67%|██████▋   | 13395/19900 [6:48:28<3:00:05,  1.66s/it]
 67%|██████▋   | 13396/19900 [6:48:29<2:56:36,  1.63s/it]
 67%|██████▋   | 13397/19900 [6:48:31<2:52:34,  1.59s/it]
 67%|██████▋   | 13398/19900 [6:48:32<2:50:27,  1.57s/it]
 67%|██████▋   | 13399/19900 [6:48:34<2:46:31,  1.54s/it]
 67%|██████▋   | 13400/19900 [6:48:35<2:46:05,  1.53s/it]
                                                         

 67%|██████▋   | 13400/19900 [6:48:35<2:46:05,  1.53s/it]
 67%|██████▋   | 13401/19900 [6:48:37<2:45:00,  1.52s/it]
 67%|██████▋   | 13402/19900 [6:48:38<2:44:52,  1.52s/it]
 67%|██████▋   | 13403/19900 [6:48:40<2:44:26,  1.52s/it]
 67%|██████▋   | 13404/19900 [6:48:41<2:42:43,  1.50s/it]
 67%|██████▋   | 13405/19900 [6:48:43<2:40:38,  1.48s/it]
 67%|██████▋   | 13406/19900 [6:48:44<2:40:36,  1.48s/it]
 67%|██████▋   | 13407/19900 [6:48:46<2:40:53,  1.49s/it]
 67%|██████▋   | 13408/19900 [6:48:47<2:37:51,  1.46s/it]
 67%|██████▋   | 13409/19900 [6:48:49<2:37:42,  1.46s/it]
 67%|██████▋   | 13410/19900 [6:48:50<2:33:17,  1.42s/it]
 67%|██████▋   | 13411/19900 [6:48:51<2:29:37,  1.38s/it]
 67%|██████▋   | 13412/19900 [6:48:52<2:26:54,  1.36s/it]
 67%|██████▋   | 13413/19900 [6:48:54<2:25:21,  1.34s/it]
 67%|██████▋   | 13414/19900 [6:48:55<2:23:01,  1.32s/it]
 67%|██████▋   | 13415/19900 [6:48:56<2:20:01,  1.30s/it]
 67%|██████▋   | 13416/19900 [6:48:58<2:20:37,  1.30s/it]
 67%|██████▋   | 13417/19900 [6:48:59<2:17:40,  1.27s/it]
 67%|██████▋   | 13418/19900 [6:49:00<2:14:18,  1.24s/it]
 67%|██████▋   | 13419/19900 [6:49:01<2:13:22,  1.23s/it]
 67%|██████▋   | 13420/19900 [6:49:02<2:14:08,  1.24s/it]
 67%|██████▋   | 13421/19900 [6:49:04<2:13:29,  1.24s/it]
 67%|██████▋   | 13422/19900 [6:49:05<2:11:11,  1.22s/it]
 67%|██████▋   | 13423/19900 [6:49:06<2:10:27,  1.21s/it]
 67%|██████▋   | 13424/19900 [6:49:07<2:10:39,  1.21s/it]
 67%|██████▋   | 13425/19900 [6:49:08<2:07:28,  1.18s/it]
 67%|██████▋   | 13426/19900 [6:49:10<2:06:05,  1.17s/it]
 67%|██████▋   | 13427/19900 [6:49:11<2:02:15,  1.13s/it]
 67%|██████▋   | 13428/19900 [6:49:12<1:59:42,  1.11s/it]
 67%|██████▋   | 13429/19900 [6:49:13<1:57:19,  1.09s/it]
 67%|██████▋   | 13430/19900 [6:49:14<1:53:21,  1.05s/it]
 67%|██████▋   | 13431/19900 [6:49:15<1:50:09,  1.02s/it]
 67%|██████▋   | 13432/19900 [6:49:17<2:33:08,  1.42s/it]
 68%|██████▊   | 13433/19900 [6:49:19<2:56:07,  1.63s/it]
 68%|██████▊   | 13434/19900 [6:49:21<3:07:38,  1.74s/it]
 68%|██████▊   | 13435/19900 [6:49:23<3:13:46,  1.80s/it]
 68%|██████▊   | 13436/19900 [6:49:25<3:15:22,  1.81s/it]
 68%|██████▊   | 13437/19900 [6:49:27<3:14:16,  1.80s/it]
 68%|██████▊   | 13438/19900 [6:49:28<3:13:40,  1.80s/it]
 68%|██████▊   | 13439/19900 [6:49:30<3:10:07,  1.77s/it]
 68%|██████▊   | 13440/19900 [6:49:32<3:09:00,  1.76s/it]
 68%|██████▊   | 13441/19900 [6:49:33<3:06:01,  1.73s/it]
 68%|██████▊   | 13442/19900 [6:49:35<3:02:55,  1.70s/it]
 68%|██████▊   | 13443/19900 [6:49:37<3:02:08,  1.69s/it]
 68%|██████▊   | 13444/19900 [6:49:38<2:59:39,  1.67s/it]
 68%|██████▊   | 13445/19900 [6:49:40<2:58:44,  1.66s/it]
 68%|██████▊   | 13446/19900 [6:49:42<2:54:32,  1.62s/it]
 68%|██████▊   | 13447/19900 [6:49:43<2:53:51,  1.62s/it]
 68%|██████▊   | 13448/19900 [6:49:45<2:51:36,  1.60s/it]
 68%|██████▊   | 13449/19900 [6:49:46<2:49:01,  1.57s/it]
 68%|██████▊   | 13450/19900 [6:49:48<2:46:59,  1.55s/it]
 68%|██████▊   | 13451/19900 [6:49:49<2:45:58,  1.54s/it]
 68%|██████▊   | 13452/19900 [6:49:51<2:44:29,  1.53s/it]
 68%|██████▊   | 13453/19900 [6:49:52<2:41:48,  1.51s/it]
 68%|██████▊   | 13454/19900 [6:49:54<2:39:12,  1.48s/it]
 68%|██████▊   | 13455/19900 [6:49:55<2:37:12,  1.46s/it]
 68%|██████▊   | 13456/19900 [6:49:57<2:36:59,  1.46s/it]
 68%|██████▊   | 13457/19900 [6:49:58<2:35:22,  1.45s/it]
 68%|██████▊   | 13458/19900 [6:49:59<2:33:34,  1.43s/it]
 68%|██████▊   | 13459/19900 [6:50:01<2:28:47,  1.39s/it]
 68%|██████▊   | 13460/19900 [6:50:02<2:26:32,  1.37s/it]
 68%|██████▊   | 13461/19900 [6:50:03<2:25:24,  1.35s/it]
 68%|██████▊   | 13462/19900 [6:50:05<2:24:09,  1.34s/it]
 68%|██████▊   | 13463/19900 [6:50:06<2:21:19,  1.32s/it]
 68%|██████▊   | 13464/19900 [6:50:07<2:17:58,  1.29s/it]
 68%|██████▊   | 13465/19900 [6:50:08<2:16:11,  1.27s/it]
 68%|██████▊   | 13466/19900 [6:50:09<2:13:36,  1.25s/it]
 68%|██████▊   | 13467/19900 [6:50:11<2:12:14,  1.23s/it]
 68%|██████▊   | 13468/19900 [6:50:12<2:10:42,  1.22s/it]
 68%|██████▊   | 13469/19900 [6:50:13<2:09:44,  1.21s/it]
 68%|██████▊   | 13470/19900 [6:50:14<2:08:14,  1.20s/it]
 68%|██████▊   | 13471/19900 [6:50:15<2:05:47,  1.17s/it]
 68%|██████▊   | 13472/19900 [6:50:16<2:03:37,  1.15s/it]
 68%|██████▊   | 13473/19900 [6:50:18<2:03:09,  1.15s/it]
 68%|██████▊   | 13474/19900 [6:50:19<2:00:54,  1.13s/it]
 68%|██████▊   | 13475/19900 [6:50:20<2:00:36,  1.13s/it]
 68%|██████▊   | 13476/19900 [6:50:21<1:57:33,  1.10s/it]
 68%|██████▊   | 13477/19900 [6:50:22<1:55:24,  1.08s/it]
 68%|██████▊   | 13478/19900 [6:50:23<1:55:54,  1.08s/it]
 68%|██████▊   | 13479/19900 [6:50:24<1:52:39,  1.05s/it]
 68%|██████▊   | 13480/19900 [6:50:25<1:48:24,  1.01s/it]
 68%|██████▊   | 13481/19900 [6:50:27<2:30:08,  1.40s/it]
 68%|██████▊   | 13482/19900 [6:50:29<2:53:02,  1.62s/it]
 68%|██████▊   | 13483/19900 [6:50:31<3:05:16,  1.73s/it]
 68%|██████▊   | 13484/19900 [6:50:33<3:13:11,  1.81s/it]
 68%|██████▊   | 13485/19900 [6:50:35<3:15:11,  1.83s/it]
 68%|██████▊   | 13486/19900 [6:50:37<3:13:54,  1.81s/it]
 68%|██████▊   | 13487/19900 [6:50:39<3:11:01,  1.79s/it]
 68%|██████▊   | 13488/19900 [6:50:40<3:09:46,  1.78s/it]
 68%|██████▊   | 13489/19900 [6:50:42<3:07:38,  1.76s/it]
 68%|██████▊   | 13490/19900 [6:50:44<3:05:33,  1.74s/it]
 68%|██████▊   | 13491/19900 [6:50:45<3:03:24,  1.72s/it]
 68%|██████▊   | 13492/19900 [6:50:47<2:59:13,  1.68s/it]
 68%|██████▊   | 13493/19900 [6:50:49<2:56:18,  1.65s/it]
 68%|██████▊   | 13494/19900 [6:50:50<2:56:56,  1.66s/it]
 68%|██████▊   | 13495/19900 [6:50:52<2:56:44,  1.66s/it]
 68%|██████▊   | 13496/19900 [6:50:53<2:52:42,  1.62s/it]
 68%|██████▊   | 13497/19900 [6:50:55<2:46:25,  1.56s/it]
 68%|██████▊   | 13498/19900 [6:50:56<2:44:31,  1.54s/it]
 68%|██████▊   | 13499/19900 [6:50:58<2:41:55,  1.52s/it]
 68%|██████▊   | 13500/19900 [6:50:59<2:40:48,  1.51s/it]
                                                         

 68%|██████▊   | 13500/19900 [6:50:59<2:40:48,  1.51s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.3052246570587158, 'eval_wer': 0.8982420554428668, 'eval_cer': 0.32647142915492383, 'eval_runtime': 125.7147, 'eval_samples_per_second': 23.529, 'eval_steps_per_second': 2.943, 'epoch': 65.33}
{'loss': 2.4015, 'learning_rate': 2.854608938547486e-05, 'epoch': 65.83}
{'loss': 2.3747, 'learning_rate': 2.812709497206704e-05, 'epoch': 66.33}
{'loss': 2.3625, 'learning_rate': 2.7708100558659218e-05, 'epoch': 66.83}
{'loss': 2.4027, 'learning_rate': 2.728910614525139e-05, 'epoch': 67.34}
{'loss': 2.3787, 'learning_rate': 2.687011173184357e-05, 'epoch': 67.84}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.88it/s]

  1%|          | 3/370 [00:00<01:13,  5.01it/s]

  1%|          | 4/370 [00:00<01:21,  4.49it/s]

  1%|▏         | 5/370 [00:01<01:23,  4.39it/s]

  2%|▏         | 6/370 [00:01<01:15,  4.82it/s]

  2%|▏         | 7/370 [00:01<01:23,  4.35it/s]

  2%|▏         | 8/370 [00:01<01:20,  4.52it/s]

  2%|▏         | 9/370 [00:01<01:24,  4.27it/s]

  3%|▎         | 10/370 [00:02<01:22,  4.34it/s]

  3%|▎         | 11/370 [00:02<01:22,  4.36it/s]

  3%|▎         | 12/370 [00:02<01:22,  4.33it/s]

  4%|▎         | 13/370 [00:02<01:22,  4.31it/s]

  4%|▍         | 14/370 [00:03<01:26,  4.13it/s]

  4%|▍         | 15/370 [00:03<01:21,  4.38it/s]

  4%|▍         | 16/370 [00:03<01:22,  4.27it/s]

  5%|▍         | 17/370 [00:03<01:17,  4.56it/s]

  5%|▍         | 18/370 [00:03<01:12,  4.83it/s]

  5%|▌         | 19/370 [00:04<01:16,  4.58it/s]

  5%|▌         | 20/370 [00:04<01:19,  4.41it/s]

  6%|▌         | 21/370 [00:04<01:17,  4.52it/s]

  6%|▌         | 22/370 [00:04<01:12,  4.78it/s]

  6%|▌         | 23/370 [00:05<01:12,  4.78it/s]

  6%|▋         | 24/370 [00:05<01:14,  4.64it/s]

  7%|▋         | 25/370 [00:05<01:16,  4.51it/s]

  7%|▋         | 26/370 [00:05<01:14,  4.59it/s]

  7%|▋         | 27/370 [00:05<01:14,  4.60it/s]

  8%|▊         | 28/370 [00:06<01:15,  4.51it/s]

  8%|▊         | 29/370 [00:06<01:19,  4.28it/s]

  8%|▊         | 30/370 [00:06<01:20,  4.25it/s]

  8%|▊         | 31/370 [00:06<01:18,  4.34it/s]

  9%|▊         | 32/370 [00:07<01:16,  4.42it/s]

  9%|▉         | 33/370 [00:07<01:15,  4.44it/s]

  9%|▉         | 34/370 [00:07<01:15,  4.43it/s]

  9%|▉         | 35/370 [00:07<01:21,  4.13it/s]

 10%|▉         | 36/370 [00:08<01:19,  4.20it/s]

 10%|█         | 37/370 [00:08<01:14,  4.45it/s]

 10%|█         | 38/370 [00:08<01:14,  4.46it/s]

 11%|█         | 39/370 [00:08<01:11,  4.60it/s]

 11%|█         | 40/370 [00:08<01:13,  4.51it/s]

 11%|█         | 41/370 [00:09<01:11,  4.63it/s]

 11%|█▏        | 42/370 [00:09<01:14,  4.42it/s]

 12%|█▏        | 43/370 [00:09<01:16,  4.26it/s]

 12%|█▏        | 44/370 [00:09<01:13,  4.44it/s]

 12%|█▏        | 45/370 [00:10<01:19,  4.07it/s]

 12%|█▏        | 46/370 [00:10<01:16,  4.25it/s]

 13%|█▎        | 47/370 [00:10<01:22,  3.93it/s]

 13%|█▎        | 48/370 [00:10<01:28,  3.65it/s]

 13%|█▎        | 49/370 [00:11<01:20,  4.00it/s]

 14%|█▎        | 50/370 [00:11<01:12,  4.44it/s]

 14%|█▍        | 51/370 [00:11<01:14,  4.27it/s]

 14%|█▍        | 52/370 [00:11<01:09,  4.60it/s]

 14%|█▍        | 53/370 [00:11<01:11,  4.43it/s]

 15%|█▍        | 54/370 [00:12<01:08,  4.62it/s]

 15%|█▍        | 55/370 [00:12<01:12,  4.36it/s]

 15%|█▌        | 56/370 [00:12<01:12,  4.32it/s]

 15%|█▌        | 57/370 [00:12<01:06,  4.73it/s]

 16%|█▌        | 58/370 [00:13<01:10,  4.41it/s]

 16%|█▌        | 59/370 [00:13<01:09,  4.47it/s]

 16%|█▌        | 60/370 [00:13<01:06,  4.64it/s]

 16%|█▋        | 61/370 [00:13<01:06,  4.68it/s]

 17%|█▋        | 62/370 [00:13<01:06,  4.62it/s]

 17%|█▋        | 63/370 [00:14<01:03,  4.87it/s]

 17%|█▋        | 64/370 [00:14<01:01,  4.94it/s]

 18%|█▊        | 65/370 [00:14<01:04,  4.75it/s]

 18%|█▊        | 66/370 [00:14<01:03,  4.80it/s]

 18%|█▊        | 67/370 [00:14<01:05,  4.60it/s]

 18%|█▊        | 68/370 [00:15<01:10,  4.28it/s]

 19%|█▊        | 69/370 [00:15<01:05,  4.62it/s]

 19%|█▉        | 70/370 [00:15<01:03,  4.70it/s]

 19%|█▉        | 71/370 [00:15<01:07,  4.45it/s]

 19%|█▉        | 72/370 [00:16<01:01,  4.83it/s]

 20%|█▉        | 73/370 [00:16<01:02,  4.77it/s]

 20%|██        | 74/370 [00:16<01:06,  4.46it/s]

 20%|██        | 75/370 [00:16<01:08,  4.31it/s]

 21%|██        | 76/370 [00:16<01:04,  4.56it/s]

 21%|██        | 77/370 [00:17<01:01,  4.73it/s]

 21%|██        | 78/370 [00:17<01:04,  4.50it/s]

 21%|██▏       | 79/370 [00:17<01:05,  4.46it/s]

 22%|██▏       | 80/370 [00:17<01:05,  4.46it/s]

 22%|██▏       | 81/370 [00:18<01:03,  4.58it/s]

 22%|██▏       | 82/370 [00:18<01:03,  4.51it/s]

 22%|██▏       | 83/370 [00:18<01:04,  4.43it/s]

 23%|██▎       | 84/370 [00:18<01:06,  4.33it/s]

 23%|██▎       | 85/370 [00:18<01:02,  4.55it/s]

 23%|██▎       | 86/370 [00:19<01:01,  4.59it/s]

 24%|██▎       | 87/370 [00:19<01:01,  4.60it/s]

 24%|██▍       | 88/370 [00:19<01:04,  4.38it/s]

 24%|██▍       | 89/370 [00:19<01:04,  4.34it/s]

 24%|██▍       | 90/370 [00:20<01:02,  4.45it/s]

 25%|██▍       | 91/370 [00:20<01:02,  4.49it/s]

 25%|██▍       | 92/370 [00:20<01:04,  4.32it/s]

 25%|██▌       | 93/370 [00:20<01:06,  4.15it/s]

 25%|██▌       | 94/370 [00:21<01:05,  4.21it/s]

 26%|██▌       | 95/370 [00:21<01:10,  3.90it/s]

 26%|██▌       | 96/370 [00:21<01:10,  3.87it/s]

 26%|██▌       | 97/370 [00:21<01:07,  4.03it/s]

 26%|██▋       | 98/370 [00:22<01:05,  4.17it/s]

 27%|██▋       | 99/370 [00:22<01:04,  4.23it/s]

 27%|██▋       | 100/370 [00:22<01:01,  4.41it/s]

 27%|██▋       | 101/370 [00:22<00:59,  4.51it/s]

 28%|██▊       | 102/370 [00:22<00:57,  4.66it/s]

 28%|██▊       | 103/370 [00:23<00:54,  4.91it/s]

 28%|██▊       | 104/370 [00:23<01:00,  4.38it/s]

 28%|██▊       | 105/370 [00:23<00:58,  4.50it/s]

 29%|██▊       | 106/370 [00:23<01:00,  4.33it/s]

 29%|██▉       | 107/370 [00:24<00:59,  4.40it/s]

 29%|██▉       | 108/370 [00:24<00:57,  4.53it/s]

 29%|██▉       | 109/370 [00:24<01:00,  4.34it/s]

 30%|██▉       | 110/370 [00:24<00:57,  4.53it/s]

 30%|███       | 111/370 [00:24<00:56,  4.62it/s]

 30%|███       | 112/370 [00:25<00:57,  4.49it/s]

 31%|███       | 113/370 [00:25<00:57,  4.44it/s]

 31%|███       | 114/370 [00:25<00:56,  4.51it/s]

 31%|███       | 115/370 [00:25<01:01,  4.13it/s]

 31%|███▏      | 116/370 [00:26<01:10,  3.60it/s]

 32%|███▏      | 117/370 [00:26<01:11,  3.55it/s]

 32%|███▏      | 118/370 [00:26<01:08,  3.70it/s]

 32%|███▏      | 119/370 [00:27<01:04,  3.88it/s]

 32%|███▏      | 120/370 [00:27<01:01,  4.10it/s]

 33%|███▎      | 121/370 [00:27<00:59,  4.20it/s]

 33%|███▎      | 122/370 [00:27<00:58,  4.25it/s]

 33%|███▎      | 123/370 [00:27<00:55,  4.47it/s]

 34%|███▎      | 124/370 [00:28<00:50,  4.86it/s]

 34%|███▍      | 125/370 [00:28<00:53,  4.61it/s]

 34%|███▍      | 126/370 [00:28<00:53,  4.59it/s]

 34%|███▍      | 127/370 [00:28<00:55,  4.37it/s]

 35%|███▍      | 128/370 [00:28<00:56,  4.29it/s]

 35%|███▍      | 129/370 [00:29<01:00,  3.98it/s]

 35%|███▌      | 130/370 [00:29<01:01,  3.91it/s]

 35%|███▌      | 131/370 [00:29<01:03,  3.77it/s]

 36%|███▌      | 132/370 [00:30<00:57,  4.10it/s]

 36%|███▌      | 133/370 [00:30<00:56,  4.23it/s]

 36%|███▌      | 134/370 [00:30<00:55,  4.22it/s]

 36%|███▋      | 135/370 [00:30<00:56,  4.16it/s]

 37%|███▋      | 136/370 [00:30<00:55,  4.22it/s]

 37%|███▋      | 137/370 [00:31<00:55,  4.17it/s]

 37%|███▋      | 138/370 [00:31<00:55,  4.16it/s]

 38%|███▊      | 139/370 [00:31<01:00,  3.82it/s]

 38%|███▊      | 140/370 [00:31<00:55,  4.11it/s]

 38%|███▊      | 141/370 [00:32<00:58,  3.95it/s]

 38%|███▊      | 142/370 [00:32<00:58,  3.90it/s]

 39%|███▊      | 143/370 [00:32<00:57,  3.94it/s]

 39%|███▉      | 144/370 [00:33<00:58,  3.84it/s]

 39%|███▉      | 145/370 [00:33<01:02,  3.63it/s]

 39%|███▉      | 146/370 [00:33<00:58,  3.85it/s]

 40%|███▉      | 147/370 [00:33<00:56,  3.94it/s]

 40%|████      | 148/370 [00:34<00:59,  3.73it/s]

 40%|████      | 149/370 [00:34<00:58,  3.77it/s]

 41%|████      | 150/370 [00:34<00:52,  4.15it/s]

 41%|████      | 151/370 [00:34<00:50,  4.31it/s]

 41%|████      | 152/370 [00:35<00:52,  4.12it/s]

 41%|████▏     | 153/370 [00:35<00:52,  4.14it/s]

 42%|████▏     | 154/370 [00:35<00:52,  4.13it/s]

 42%|████▏     | 155/370 [00:35<00:53,  4.05it/s]

 42%|████▏     | 156/370 [00:36<00:53,  4.01it/s]

 42%|████▏     | 157/370 [00:36<00:52,  4.03it/s]

 43%|████▎     | 158/370 [00:36<00:51,  4.09it/s]

 43%|████▎     | 159/370 [00:36<00:49,  4.28it/s]

 43%|████▎     | 160/370 [00:36<00:50,  4.13it/s]

 44%|████▎     | 161/370 [00:37<00:50,  4.16it/s]

 44%|████▍     | 162/370 [00:37<00:50,  4.10it/s]

 44%|████▍     | 163/370 [00:37<00:48,  4.30it/s]

 44%|████▍     | 164/370 [00:37<00:47,  4.30it/s]

 45%|████▍     | 165/370 [00:38<00:49,  4.12it/s]

 45%|████▍     | 166/370 [00:38<00:50,  4.07it/s]

 45%|████▌     | 167/370 [00:38<00:49,  4.10it/s]

 45%|████▌     | 168/370 [00:38<00:48,  4.20it/s]

 46%|████▌     | 169/370 [00:39<00:46,  4.30it/s]

 46%|████▌     | 170/370 [00:39<00:47,  4.22it/s]

 46%|████▌     | 171/370 [00:39<00:49,  4.06it/s]

 46%|████▋     | 172/370 [00:39<00:45,  4.40it/s]

 47%|████▋     | 173/370 [00:39<00:40,  4.84it/s]

 47%|████▋     | 174/370 [00:40<00:43,  4.54it/s]

 47%|████▋     | 175/370 [00:40<00:42,  4.60it/s]

 48%|████▊     | 176/370 [00:40<00:41,  4.66it/s]

 48%|████▊     | 177/370 [00:40<00:44,  4.33it/s]

 48%|████▊     | 178/370 [00:41<00:47,  4.02it/s]

 48%|████▊     | 179/370 [00:41<00:46,  4.10it/s]

 49%|████▊     | 180/370 [00:41<00:42,  4.51it/s]

 49%|████▉     | 181/370 [00:41<00:41,  4.52it/s]

 49%|████▉     | 182/370 [00:42<00:41,  4.55it/s]

 49%|████▉     | 183/370 [00:42<00:48,  3.86it/s]

 50%|████▉     | 184/370 [00:42<00:48,  3.87it/s]

 50%|█████     | 185/370 [00:42<00:45,  4.11it/s]

 50%|█████     | 186/370 [00:43<00:45,  4.05it/s]

 51%|█████     | 187/370 [00:43<00:46,  3.93it/s]

 51%|█████     | 188/370 [00:43<00:46,  3.95it/s]

 51%|█████     | 189/370 [00:43<00:46,  3.87it/s]

 51%|█████▏    | 190/370 [00:44<00:44,  4.04it/s]

 52%|█████▏    | 191/370 [00:44<00:42,  4.23it/s]

 52%|█████▏    | 192/370 [00:44<00:44,  4.00it/s]

 52%|█████▏    | 193/370 [00:44<00:44,  3.93it/s]

 52%|█████▏    | 194/370 [00:45<00:40,  4.38it/s]

 53%|█████▎    | 195/370 [00:45<00:42,  4.13it/s]

 53%|█████▎    | 196/370 [00:45<00:41,  4.20it/s]

 53%|█████▎    | 197/370 [00:45<00:40,  4.26it/s]

 54%|█████▎    | 198/370 [00:46<00:40,  4.22it/s]

 54%|█████▍    | 199/370 [00:46<00:39,  4.32it/s]

 54%|█████▍    | 200/370 [00:46<00:40,  4.15it/s]

 54%|█████▍    | 201/370 [00:46<00:40,  4.19it/s]

 55%|█████▍    | 202/370 [00:46<00:39,  4.25it/s]

 55%|█████▍    | 203/370 [00:47<00:38,  4.35it/s]

 55%|█████▌    | 204/370 [00:47<00:41,  4.03it/s]

 55%|█████▌    | 205/370 [00:47<00:38,  4.23it/s]

 56%|█████▌    | 206/370 [00:47<00:40,  4.10it/s]

 56%|█████▌    | 207/370 [00:48<00:40,  4.06it/s]

 56%|█████▌    | 208/370 [00:48<00:42,  3.83it/s]

 56%|█████▋    | 209/370 [00:48<00:41,  3.92it/s]

 57%|█████▋    | 210/370 [00:49<00:44,  3.57it/s]

 57%|█████▋    | 211/370 [00:49<00:45,  3.48it/s]

 57%|█████▋    | 212/370 [00:49<00:44,  3.58it/s]

 58%|█████▊    | 213/370 [00:49<00:44,  3.57it/s]

 58%|█████▊    | 214/370 [00:50<00:40,  3.84it/s]

 58%|█████▊    | 215/370 [00:50<00:40,  3.86it/s]

 58%|█████▊    | 216/370 [00:50<00:38,  3.96it/s]

 59%|█████▊    | 217/370 [00:50<00:38,  4.02it/s]

 59%|█████▉    | 218/370 [00:51<00:35,  4.23it/s]

 59%|█████▉    | 219/370 [00:51<00:36,  4.09it/s]

 59%|█████▉    | 220/370 [00:51<00:36,  4.08it/s]

 60%|█████▉    | 221/370 [00:51<00:37,  3.92it/s]

 60%|██████    | 222/370 [00:52<00:37,  4.00it/s]

 60%|██████    | 223/370 [00:52<00:38,  3.84it/s]

 61%|██████    | 224/370 [00:52<00:41,  3.55it/s]

 61%|██████    | 225/370 [00:53<00:43,  3.32it/s]

 61%|██████    | 226/370 [00:53<00:41,  3.47it/s]

 61%|██████▏   | 227/370 [00:53<00:41,  3.41it/s]

 62%|██████▏   | 228/370 [00:53<00:41,  3.43it/s]

 62%|██████▏   | 229/370 [00:54<00:41,  3.38it/s]

 62%|██████▏   | 230/370 [00:54<00:41,  3.40it/s]

 62%|██████▏   | 231/370 [00:54<00:39,  3.53it/s]

 63%|██████▎   | 232/370 [00:55<00:40,  3.41it/s]

 63%|██████▎   | 233/370 [00:55<00:40,  3.36it/s]

 63%|██████▎   | 234/370 [00:55<00:39,  3.47it/s]

 64%|██████▎   | 235/370 [00:55<00:37,  3.59it/s]

 64%|██████▍   | 236/370 [00:56<00:35,  3.76it/s]

 64%|██████▍   | 237/370 [00:56<00:35,  3.72it/s]

 64%|██████▍   | 238/370 [00:56<00:35,  3.76it/s]

 65%|██████▍   | 239/370 [00:56<00:34,  3.84it/s]

 65%|██████▍   | 240/370 [00:57<00:35,  3.68it/s]

 65%|██████▌   | 241/370 [00:57<00:35,  3.64it/s]

 65%|██████▌   | 242/370 [00:57<00:34,  3.74it/s]

 66%|██████▌   | 243/370 [00:58<00:36,  3.44it/s]

 66%|██████▌   | 244/370 [00:58<00:38,  3.25it/s]

 66%|██████▌   | 245/370 [00:58<00:36,  3.40it/s]

 66%|██████▋   | 246/370 [00:58<00:35,  3.52it/s]

 67%|██████▋   | 247/370 [00:59<00:31,  3.87it/s]

 67%|██████▋   | 248/370 [00:59<00:30,  4.04it/s]

 67%|██████▋   | 249/370 [00:59<00:30,  3.94it/s]

 68%|██████▊   | 250/370 [00:59<00:31,  3.78it/s]

 68%|██████▊   | 251/370 [01:00<00:30,  3.86it/s]

 68%|██████▊   | 252/370 [01:00<00:34,  3.46it/s]

 68%|██████▊   | 253/370 [01:00<00:33,  3.53it/s]

 69%|██████▊   | 254/370 [01:01<00:32,  3.55it/s]

 69%|██████▉   | 255/370 [01:01<00:32,  3.56it/s]

 69%|██████▉   | 256/370 [01:01<00:32,  3.46it/s]

 69%|██████▉   | 257/370 [01:02<00:33,  3.37it/s]

 70%|██████▉   | 258/370 [01:02<00:32,  3.40it/s]

 70%|███████   | 259/370 [01:02<00:32,  3.45it/s]

 70%|███████   | 260/370 [01:02<00:30,  3.65it/s]

 71%|███████   | 261/370 [01:03<00:30,  3.57it/s]

 71%|███████   | 262/370 [01:03<00:30,  3.53it/s]

 71%|███████   | 263/370 [01:03<00:31,  3.41it/s]

 71%|███████▏  | 264/370 [01:04<00:32,  3.30it/s]

 72%|███████▏  | 265/370 [01:04<00:30,  3.41it/s]

 72%|███████▏  | 266/370 [01:04<00:31,  3.33it/s]

 72%|███████▏  | 267/370 [01:04<00:31,  3.24it/s]

 72%|███████▏  | 268/370 [01:05<00:31,  3.26it/s]

 73%|███████▎  | 269/370 [01:05<00:31,  3.16it/s]

 73%|███████▎  | 270/370 [01:05<00:31,  3.20it/s]

 73%|███████▎  | 271/370 [01:06<00:31,  3.16it/s]

 74%|███████▎  | 272/370 [01:06<00:29,  3.36it/s]

 74%|███████▍  | 273/370 [01:06<00:29,  3.33it/s]

 74%|███████▍  | 274/370 [01:07<00:28,  3.40it/s]

 74%|███████▍  | 275/370 [01:07<00:27,  3.42it/s]

 75%|███████▍  | 276/370 [01:07<00:27,  3.43it/s]

 75%|███████▍  | 277/370 [01:07<00:27,  3.32it/s]

 75%|███████▌  | 278/370 [01:08<00:28,  3.24it/s]

 75%|███████▌  | 279/370 [01:08<00:28,  3.23it/s]

 76%|███████▌  | 280/370 [01:08<00:28,  3.21it/s]

 76%|███████▌  | 281/370 [01:09<00:26,  3.31it/s]

 76%|███████▌  | 282/370 [01:09<00:26,  3.35it/s]

 76%|███████▋  | 283/370 [01:09<00:26,  3.34it/s]

 77%|███████▋  | 284/370 [01:10<00:26,  3.29it/s]

 77%|███████▋  | 285/370 [01:10<00:27,  3.11it/s]

 77%|███████▋  | 286/370 [01:10<00:27,  3.08it/s]

 78%|███████▊  | 287/370 [01:11<00:26,  3.16it/s]

 78%|███████▊  | 288/370 [01:11<00:25,  3.18it/s]

 78%|███████▊  | 289/370 [01:11<00:23,  3.40it/s]

 78%|███████▊  | 290/370 [01:11<00:24,  3.30it/s]

 79%|███████▊  | 291/370 [01:12<00:24,  3.27it/s]

 79%|███████▉  | 292/370 [01:12<00:23,  3.36it/s]

 79%|███████▉  | 293/370 [01:12<00:23,  3.30it/s]

 79%|███████▉  | 294/370 [01:13<00:22,  3.39it/s]

 80%|███████▉  | 295/370 [01:13<00:21,  3.49it/s]

 80%|████████  | 296/370 [01:13<00:20,  3.53it/s]

 80%|████████  | 297/370 [01:14<00:21,  3.39it/s]

 81%|████████  | 298/370 [01:14<00:22,  3.20it/s]

 81%|████████  | 299/370 [01:14<00:21,  3.28it/s]

 81%|████████  | 300/370 [01:14<00:21,  3.33it/s]

 81%|████████▏ | 301/370 [01:15<00:21,  3.23it/s]

 82%|████████▏ | 302/370 [01:15<00:20,  3.37it/s]

 82%|████████▏ | 303/370 [01:15<00:19,  3.36it/s]

 82%|████████▏ | 304/370 [01:16<00:19,  3.37it/s]

 82%|████████▏ | 305/370 [01:16<00:19,  3.26it/s]

 83%|████████▎ | 306/370 [01:16<00:21,  3.01it/s]

 83%|████████▎ | 307/370 [01:17<00:19,  3.17it/s]

 83%|████████▎ | 308/370 [01:17<00:18,  3.28it/s]

 84%|████████▎ | 309/370 [01:17<00:18,  3.31it/s]

 84%|████████▍ | 310/370 [01:18<00:18,  3.24it/s]

 84%|████████▍ | 311/370 [01:18<00:18,  3.24it/s]

 84%|████████▍ | 312/370 [01:18<00:17,  3.25it/s]

 85%|████████▍ | 313/370 [01:18<00:17,  3.34it/s]

 85%|████████▍ | 314/370 [01:19<00:15,  3.57it/s]

 85%|████████▌ | 315/370 [01:19<00:15,  3.62it/s]

 85%|████████▌ | 316/370 [01:19<00:15,  3.55it/s]

 86%|████████▌ | 317/370 [01:20<00:15,  3.47it/s]

 86%|████████▌ | 318/370 [01:20<00:15,  3.34it/s]

 86%|████████▌ | 319/370 [01:20<00:14,  3.45it/s]

 86%|████████▋ | 320/370 [01:20<00:14,  3.49it/s]

 87%|████████▋ | 321/370 [01:21<00:14,  3.48it/s]

 87%|████████▋ | 322/370 [01:21<00:13,  3.56it/s]

 87%|████████▋ | 323/370 [01:21<00:13,  3.46it/s]

 88%|████████▊ | 324/370 [01:22<00:12,  3.56it/s]

 88%|████████▊ | 325/370 [01:22<00:12,  3.55it/s]

 88%|████████▊ | 326/370 [01:22<00:12,  3.43it/s]

 88%|████████▊ | 327/370 [01:22<00:12,  3.38it/s]

 89%|████████▊ | 328/370 [01:23<00:11,  3.61it/s]

 89%|████████▉ | 329/370 [01:23<00:11,  3.67it/s]

 89%|████████▉ | 330/370 [01:23<00:11,  3.49it/s]

 89%|████████▉ | 331/370 [01:24<00:11,  3.43it/s]

 90%|████████▉ | 332/370 [01:24<00:10,  3.49it/s]

 90%|█████████ | 333/370 [01:24<00:10,  3.53it/s]

 90%|█████████ | 334/370 [01:24<00:10,  3.46it/s]

 91%|█████████ | 335/370 [01:25<00:10,  3.39it/s]

 91%|█████████ | 336/370 [01:25<00:09,  3.46it/s]

 91%|█████████ | 337/370 [01:25<00:09,  3.43it/s]

 91%|█████████▏| 338/370 [01:26<00:09,  3.35it/s]

 92%|█████████▏| 339/370 [01:26<00:09,  3.37it/s]

 92%|█████████▏| 340/370 [01:26<00:09,  3.29it/s]

 92%|█████████▏| 341/370 [01:26<00:08,  3.42it/s]

 92%|█████████▏| 342/370 [01:27<00:08,  3.35it/s]

 93%|█████████▎| 343/370 [01:27<00:07,  3.49it/s]

 93%|█████████▎| 344/370 [01:27<00:07,  3.27it/s]

 93%|█████████▎| 345/370 [01:28<00:08,  3.08it/s]

 94%|█████████▎| 346/370 [01:28<00:08,  2.99it/s]

 94%|█████████▍| 347/370 [01:28<00:07,  2.96it/s]

 94%|█████████▍| 348/370 [01:29<00:06,  3.17it/s]

 94%|█████████▍| 349/370 [01:29<00:06,  3.13it/s]

 95%|█████████▍| 350/370 [01:29<00:06,  3.27it/s]

 95%|█████████▍| 351/370 [01:30<00:05,  3.17it/s]

 95%|█████████▌| 352/370 [01:30<00:05,  3.03it/s]

 95%|█████████▌| 353/370 [01:30<00:05,  3.08it/s]

 96%|█████████▌| 354/370 [01:31<00:05,  3.12it/s]

 96%|█████████▌| 355/370 [01:31<00:04,  3.31it/s]

 96%|█████████▌| 356/370 [01:31<00:04,  3.44it/s]

 96%|█████████▋| 357/370 [01:31<00:03,  3.58it/s]

 97%|█████████▋| 358/370 [01:32<00:03,  3.71it/s]

 97%|█████████▋| 359/370 [01:32<00:03,  3.59it/s]

 97%|█████████▋| 360/370 [01:32<00:02,  3.52it/s]

 98%|█████████▊| 361/370 [01:33<00:02,  3.62it/s]

 98%|█████████▊| 362/370 [01:33<00:02,  3.70it/s]

 98%|█████████▊| 363/370 [01:33<00:01,  4.06it/s]

 98%|█████████▊| 364/370 [01:33<00:01,  3.65it/s]

 99%|█████████▊| 365/370 [01:34<00:01,  3.78it/s]

 99%|█████████▉| 366/370 [01:34<00:01,  3.73it/s]

 99%|█████████▉| 367/370 [01:34<00:00,  3.50it/s]

 99%|█████████▉| 368/370 [01:34<00:00,  3.59it/s]

100%|█████████▉| 369/370 [01:35<00:00,  3.63it/s]

100%|██████████| 370/370 [01:35<00:00,  3.84it/s]
                                                         

                                                 

 68%|██████▊   | 13500/19900 [6:53:01<2:40:48,  1.51s/it]

100%|██████████| 370/370 [02:01<00:00,  3.84it/s]

                                                 Saving model checkpoint to ./checkpoint-13500
Configuration saved in ./checkpoint-13500/config.json
Model weights saved in ./checkpoint-13500/pytorch_model.bin
Configuration saved in ./checkpoint-13500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-12000] due to args.save_total_limit

 68%|██████▊   | 13501/19900 [6:54:22<110:06:50, 61.95s/it]
 68%|██████▊   | 13502/19900 [6:54:24<77:52:28, 43.82s/it] 
 68%|██████▊   | 13503/19900 [6:54:25<55:17:13, 31.11s/it]
 68%|██████▊   | 13504/19900 [6:54:27<39:26:59, 22.20s/it]
 68%|██████▊   | 13505/19900 [6:54:28<28:23:18, 15.98s/it]
 68%|██████▊   | 13506/19900 [6:54:30<20:38:59, 11.63s/it]
 68%|██████▊   | 13507/19900 [6:54:31<15:13:40,  8.58s/it]
 68%|██████▊   | 13508/19900 [6:54:32<11:23:12,  6.41s/it]
 68%|██████▊   | 13509/19900 [6:54:34<8:43:30,  4.91s/it] 
 68%|██████▊   | 13510/19900 [6:54:35<6:49:29,  3.85s/it]
 68%|██████▊   | 13511/19900 [6:54:37<5:26:51,  3.07s/it]
 68%|██████▊   | 13512/19900 [6:54:38<4:30:42,  2.54s/it]
 68%|██████▊   | 13513/19900 [6:54:39<3:50:18,  2.16s/it]
 68%|██████▊   | 13514/19900 [6:54:40<3:24:52,  1.92s/it]
 68%|██████▊   | 13515/19900 [6:54:42<3:02:26,  1.71s/it]
 68%|██████▊   | 13516/19900 [6:54:43<2:47:41,  1.58s/it]
 68%|██████▊   | 13517/19900 [6:54:44<2:37:48,  1.48s/it]
 68%|██████▊   | 13518/19900 [6:54:45<2:30:59,  1.42s/it]
 68%|██████▊   | 13519/19900 [6:54:47<2:24:49,  1.36s/it]
 68%|██████▊   | 13520/19900 [6:54:48<2:17:31,  1.29s/it]
 68%|██████▊   | 13521/19900 [6:54:49<2:13:37,  1.26s/it]
 68%|██████▊   | 13522/19900 [6:54:50<2:12:06,  1.24s/it]
 68%|██████▊   | 13523/19900 [6:54:51<2:11:51,  1.24s/it]
 68%|██████▊   | 13524/19900 [6:54:53<2:09:59,  1.22s/it]
 68%|██████▊   | 13525/19900 [6:54:54<2:09:19,  1.22s/it]
 68%|██████▊   | 13526/19900 [6:54:55<2:05:24,  1.18s/it]
 68%|██████▊   | 13527/19900 [6:54:56<2:00:43,  1.14s/it]
 68%|██████▊   | 13528/19900 [6:54:57<1:59:15,  1.12s/it]
 68%|██████▊   | 13529/19900 [6:54:58<1:54:03,  1.07s/it]
 68%|██████▊   | 13530/19900 [6:55:00<2:23:35,  1.35s/it]
 68%|██████▊   | 13531/19900 [6:55:01<2:26:51,  1.38s/it]
 68%|██████▊   | 13532/19900 [6:55:03<2:20:01,  1.32s/it]
 68%|██████▊   | 13533/19900 [6:55:06<3:09:07,  1.78s/it]
 68%|██████▊   | 13534/19900 [6:55:08<3:19:36,  1.88s/it]
 68%|██████▊   | 13535/19900 [6:55:10<3:21:53,  1.90s/it]
 68%|██████▊   | 13536/19900 [6:55:11<3:21:55,  1.90s/it]
 68%|██████▊   | 13537/19900 [6:55:13<3:19:56,  1.89s/it]
 68%|██████▊   | 13538/19900 [6:55:15<3:15:56,  1.85s/it]
 68%|██████▊   | 13539/19900 [6:55:17<3:13:06,  1.82s/it]
 68%|██████▊   | 13540/19900 [6:55:19<3:09:13,  1.79s/it]
 68%|██████▊   | 13541/19900 [6:55:20<3:06:57,  1.76s/it]
 68%|██████▊   | 13542/19900 [6:55:22<3:04:30,  1.74s/it]
 68%|██████▊   | 13543/19900 [6:55:24<3:01:02,  1.71s/it]
 68%|██████▊   | 13544/19900 [6:55:25<2:57:11,  1.67s/it]
 68%|██████▊   | 13545/19900 [6:55:27<2:56:01,  1.66s/it]
 68%|██████▊   | 13546/19900 [6:55:28<2:51:06,  1.62s/it]
 68%|██████▊   | 13547/19900 [6:55:30<2:49:28,  1.60s/it]
 68%|██████▊   | 13548/19900 [6:55:31<2:47:17,  1.58s/it]
 68%|██████▊   | 13549/19900 [6:55:33<2:45:17,  1.56s/it]
 68%|██████▊   | 13550/19900 [6:55:35<2:46:30,  1.57s/it]
 68%|██████▊   | 13551/19900 [6:55:36<2:44:35,  1.56s/it]
 68%|██████▊   | 13552/19900 [6:55:38<2:43:09,  1.54s/it]
 68%|██████▊   | 13553/19900 [6:55:39<2:41:58,  1.53s/it]
 68%|██████▊   | 13554/19900 [6:55:41<2:39:50,  1.51s/it]
 68%|██████▊   | 13555/19900 [6:55:42<2:37:02,  1.48s/it]
 68%|██████▊   | 13556/19900 [6:55:43<2:37:35,  1.49s/it]
 68%|██████▊   | 13557/19900 [6:55:45<2:34:08,  1.46s/it]
 68%|██████▊   | 13558/19900 [6:55:46<2:31:45,  1.44s/it]
 68%|██████▊   | 13559/19900 [6:55:48<2:29:39,  1.42s/it]
 68%|██████▊   | 13560/19900 [6:55:49<2:28:13,  1.40s/it]
 68%|██████▊   | 13561/19900 [6:55:50<2:25:01,  1.37s/it]
 68%|██████▊   | 13562/19900 [6:55:52<2:22:06,  1.35s/it]
 68%|██████▊   | 13563/19900 [6:55:53<2:22:42,  1.35s/it]
 68%|██████▊   | 13564/19900 [6:55:54<2:20:17,  1.33s/it]
 68%|██████▊   | 13565/19900 [6:55:55<2:18:23,  1.31s/it]
 68%|██████▊   | 13566/19900 [6:55:57<2:15:33,  1.28s/it]
 68%|██████▊   | 13567/19900 [6:55:58<2:13:02,  1.26s/it]
 68%|██████▊   | 13568/19900 [6:55:59<2:12:12,  1.25s/it]
 68%|██████▊   | 13569/19900 [6:56:00<2:10:16,  1.23s/it]
 68%|██████▊   | 13570/19900 [6:56:02<2:09:07,  1.22s/it]
 68%|██████▊   | 13571/19900 [6:56:03<2:09:36,  1.23s/it]
 68%|██████▊   | 13572/19900 [6:56:04<2:08:18,  1.22s/it]
 68%|██████▊   | 13573/19900 [6:56:05<2:06:38,  1.20s/it]
 68%|██████▊   | 13574/19900 [6:56:06<2:02:14,  1.16s/it]
 68%|██████▊   | 13575/19900 [6:56:07<1:58:18,  1.12s/it]
 68%|██████▊   | 13576/19900 [6:56:08<1:55:10,  1.09s/it]
 68%|██████▊   | 13577/19900 [6:56:09<1:54:47,  1.09s/it]
 68%|██████▊   | 13578/19900 [6:56:10<1:52:23,  1.07s/it]
 68%|██████▊   | 13579/19900 [6:56:11<1:52:16,  1.07s/it]
 68%|██████▊   | 13580/19900 [6:56:12<1:51:07,  1.06s/it]
 68%|██████▊   | 13581/19900 [6:56:13<1:48:05,  1.03s/it]
 68%|██████▊   | 13582/19900 [6:56:16<2:31:19,  1.44s/it]
 68%|██████▊   | 13583/19900 [6:56:18<2:53:30,  1.65s/it]
 68%|██████▊   | 13584/19900 [6:56:20<3:06:04,  1.77s/it]
 68%|██████▊   | 13585/19900 [6:56:22<3:10:47,  1.81s/it]
 68%|██████▊   | 13586/19900 [6:56:24<3:13:13,  1.84s/it]
 68%|██████▊   | 13587/19900 [6:56:26<3:12:57,  1.83s/it]
 68%|██████▊   | 13588/19900 [6:56:27<3:11:18,  1.82s/it]
 68%|██████▊   | 13589/19900 [6:56:29<3:07:40,  1.78s/it]
 68%|██████▊   | 13590/19900 [6:56:31<3:06:18,  1.77s/it]
 68%|██████▊   | 13591/19900 [6:56:32<3:01:35,  1.73s/it]
 68%|██████▊   | 13592/19900 [6:56:34<2:57:47,  1.69s/it]
 68%|██████▊   | 13593/19900 [6:56:36<2:56:50,  1.68s/it]
 68%|██████▊   | 13594/19900 [6:56:37<2:54:29,  1.66s/it]
 68%|██████▊   | 13595/19900 [6:56:39<2:50:42,  1.62s/it]
 68%|██████▊   | 13596/19900 [6:56:40<2:47:31,  1.59s/it]
 68%|██████▊   | 13597/19900 [6:56:42<2:45:20,  1.57s/it]
 68%|██████▊   | 13598/19900 [6:56:43<2:42:50,  1.55s/it]
 68%|██████▊   | 13599/19900 [6:56:45<2:42:26,  1.55s/it]
 68%|██████▊   | 13600/19900 [6:56:46<2:40:37,  1.53s/it]
                                                         

 68%|██████▊   | 13600/19900 [6:56:46<2:40:37,  1.53s/it]
 68%|██████▊   | 13601/19900 [6:56:48<2:38:56,  1.51s/it]
 68%|██████▊   | 13602/19900 [6:56:49<2:39:21,  1.52s/it]
 68%|██████▊   | 13603/19900 [6:56:51<2:37:57,  1.51s/it]
 68%|██████▊   | 13604/19900 [6:56:52<2:35:53,  1.49s/it]
 68%|██████▊   | 13605/19900 [6:56:54<2:33:29,  1.46s/it]
 68%|██████▊   | 13606/19900 [6:56:55<2:31:58,  1.45s/it]
 68%|██████▊   | 13607/19900 [6:56:57<2:30:20,  1.43s/it]
 68%|██████▊   | 13608/19900 [6:56:58<2:26:41,  1.40s/it]
 68%|██████▊   | 13609/19900 [6:56:59<2:24:41,  1.38s/it]
 68%|██████▊   | 13610/19900 [6:57:01<2:23:33,  1.37s/it]
 68%|██████▊   | 13611/19900 [6:57:02<2:24:53,  1.38s/it]
 68%|██████▊   | 13612/19900 [6:57:03<2:21:28,  1.35s/it]
 68%|██████▊   | 13613/19900 [6:57:05<2:21:25,  1.35s/it]
 68%|██████▊   | 13614/19900 [6:57:06<2:19:03,  1.33s/it]
 68%|██████▊   | 13615/19900 [6:57:07<2:15:29,  1.29s/it]
 68%|██████▊   | 13616/19900 [6:57:08<2:16:17,  1.30s/it]
 68%|██████▊   | 13617/19900 [6:57:10<2:16:33,  1.30s/it]
 68%|██████▊   | 13618/19900 [6:57:11<2:12:27,  1.27s/it]
 68%|██████▊   | 13619/19900 [6:57:12<2:09:57,  1.24s/it]
 68%|██████▊   | 13620/19900 [6:57:13<2:11:47,  1.26s/it]
 68%|██████▊   | 13621/19900 [6:57:15<2:10:26,  1.25s/it]
 68%|██████▊   | 13622/19900 [6:57:16<2:07:53,  1.22s/it]
 68%|██████▊   | 13623/19900 [6:57:17<2:03:36,  1.18s/it]
 68%|██████▊   | 13624/19900 [6:57:18<2:00:54,  1.16s/it]
 68%|██████▊   | 13625/19900 [6:57:19<1:56:23,  1.11s/it]
 68%|██████▊   | 13626/19900 [6:57:20<1:52:43,  1.08s/it]
 68%|██████▊   | 13627/19900 [6:57:21<1:54:03,  1.09s/it]
 68%|██████▊   | 13628/19900 [6:57:22<1:51:46,  1.07s/it]
 68%|██████▊   | 13629/19900 [6:57:23<1:48:15,  1.04s/it]
 68%|██████▊   | 13630/19900 [6:57:24<1:46:34,  1.02s/it]
 68%|██████▊   | 13631/19900 [6:57:26<2:28:41,  1.42s/it]
 69%|██████▊   | 13632/19900 [6:57:29<2:55:33,  1.68s/it]
 69%|██████▊   | 13633/19900 [6:57:31<3:05:13,  1.77s/it]
 69%|██████▊   | 13634/19900 [6:57:33<3:11:09,  1.83s/it]
 69%|██████▊   | 13635/19900 [6:57:34<3:11:05,  1.83s/it]
 69%|██████▊   | 13636/19900 [6:57:36<3:10:30,  1.82s/it]
 69%|██████▊   | 13637/19900 [6:57:38<3:09:29,  1.82s/it]
 69%|██████▊   | 13638/19900 [6:57:40<3:08:09,  1.80s/it]
 69%|██████▊   | 13639/19900 [6:57:42<3:04:14,  1.77s/it]
 69%|██████▊   | 13640/19900 [6:57:43<3:01:29,  1.74s/it]
 69%|██████▊   | 13641/19900 [6:57:45<2:59:45,  1.72s/it]
 69%|██████▊   | 13642/19900 [6:57:47<2:57:29,  1.70s/it]
 69%|██████▊   | 13643/19900 [6:57:48<2:57:00,  1.70s/it]
 69%|██████▊   | 13644/19900 [6:57:50<2:54:35,  1.67s/it]
 69%|██████▊   | 13645/19900 [6:57:52<2:54:18,  1.67s/it]
 69%|██████▊   | 13646/19900 [6:57:53<2:50:14,  1.63s/it]
 69%|██████▊   | 13647/19900 [6:57:55<2:45:39,  1.59s/it]
 69%|██████▊   | 13648/19900 [6:57:56<2:44:12,  1.58s/it]
 69%|██████▊   | 13649/19900 [6:57:58<2:39:54,  1.53s/it]
 69%|██████▊   | 13650/19900 [6:57:59<2:36:43,  1.50s/it]
 69%|██████▊   | 13651/19900 [6:58:01<2:37:58,  1.52s/it]
 69%|██████▊   | 13652/19900 [6:58:02<2:35:29,  1.49s/it]
 69%|██████▊   | 13653/19900 [6:58:03<2:35:37,  1.49s/it]
 69%|██████▊   | 13654/19900 [6:58:05<2:33:30,  1.47s/it]
 69%|██████▊   | 13655/19900 [6:58:06<2:32:48,  1.47s/it]
 69%|██████▊   | 13656/19900 [6:58:08<2:30:10,  1.44s/it]
 69%|██████▊   | 13657/19900 [6:58:09<2:28:04,  1.42s/it]
 69%|██████▊   | 13658/19900 [6:58:10<2:26:17,  1.41s/it]
 69%|██████▊   | 13659/19900 [6:58:12<2:20:41,  1.35s/it]
 69%|██████▊   | 13660/19900 [6:58:13<2:16:23,  1.31s/it]
 69%|██████▊   | 13661/19900 [6:58:14<2:12:15,  1.27s/it]
 69%|██████▊   | 13662/19900 [6:58:15<2:12:30,  1.27s/it]
 69%|██████▊   | 13663/19900 [6:58:17<2:11:31,  1.27s/it]
 69%|██████▊   | 13664/19900 [6:58:18<2:13:10,  1.28s/it]
 69%|██████▊   | 13665/19900 [6:58:19<2:11:56,  1.27s/it]
 69%|██████▊   | 13666/19900 [6:58:20<2:10:02,  1.25s/it]
 69%|██████▊   | 13667/19900 [6:58:22<2:08:54,  1.24s/it]
 69%|██████▊   | 13668/19900 [6:58:23<2:07:44,  1.23s/it]
 69%|██████▊   | 13669/19900 [6:58:24<2:06:35,  1.22s/it]
 69%|██████▊   | 13670/19900 [6:58:25<2:05:41,  1.21s/it]
 69%|██████▊   | 13671/19900 [6:58:26<2:03:40,  1.19s/it]
 69%|██████▊   | 13672/19900 [6:58:27<2:01:31,  1.17s/it]
 69%|██████▊   | 13673/19900 [6:58:29<1:58:53,  1.15s/it]
 69%|██████▊   | 13674/19900 [6:58:30<1:56:59,  1.13s/it]
 69%|██████▊   | 13675/19900 [6:58:31<1:52:58,  1.09s/it]
 69%|██████▊   | 13676/19900 [6:58:32<1:50:28,  1.06s/it]
 69%|██████▊   | 13677/19900 [6:58:33<1:48:47,  1.05s/it]
 69%|██████▊   | 13678/19900 [6:58:34<1:47:17,  1.03s/it]
 69%|██████▊   | 13679/19900 [6:58:35<1:42:04,  1.02it/s]
 69%|██████▊   | 13680/19900 [6:58:37<2:27:47,  1.43s/it]
 69%|██████▊   | 13681/19900 [6:58:39<2:53:49,  1.68s/it]
 69%|██████▉   | 13682/19900 [6:58:41<3:02:32,  1.76s/it]
 69%|██████▉   | 13683/19900 [6:58:43<3:09:52,  1.83s/it]
 69%|██████▉   | 13684/19900 [6:58:45<3:14:08,  1.87s/it]
 69%|██████▉   | 13685/19900 [6:58:47<3:12:00,  1.85s/it]
 69%|██████▉   | 13686/19900 [6:58:49<3:08:56,  1.82s/it]
 69%|██████▉   | 13687/19900 [6:58:51<3:08:54,  1.82s/it]
 69%|██████▉   | 13688/19900 [6:58:52<3:05:52,  1.80s/it]
 69%|██████▉   | 13689/19900 [6:58:54<3:02:42,  1.77s/it]
 69%|██████▉   | 13690/19900 [6:58:56<2:57:56,  1.72s/it]
 69%|██████▉   | 13691/19900 [6:58:57<2:53:19,  1.67s/it]
 69%|██████▉   | 13692/19900 [6:58:59<2:50:19,  1.65s/it]
 69%|██████▉   | 13693/19900 [6:59:00<2:47:38,  1.62s/it]
 69%|██████▉   | 13694/19900 [6:59:02<2:45:51,  1.60s/it]
 69%|██████▉   | 13695/19900 [6:59:03<2:46:06,  1.61s/it]
 69%|██████▉   | 13696/19900 [6:59:05<2:43:22,  1.58s/it]
 69%|██████▉   | 13697/19900 [6:59:07<2:42:07,  1.57s/it]
 69%|██████▉   | 13698/19900 [6:59:08<2:40:33,  1.55s/it]
 69%|██████▉   | 13699/19900 [6:59:10<2:39:04,  1.54s/it]
 69%|██████▉   | 13700/19900 [6:59:11<2:41:03,  1.56s/it]
                                                         

 69%|██████▉   | 13700/19900 [6:59:11<2:41:03,  1.56s/it]
 69%|██████▉   | 13701/19900 [6:59:13<2:38:16,  1.53s/it]
 69%|██████▉   | 13702/19900 [6:59:14<2:36:48,  1.52s/it]
 69%|██████▉   | 13703/19900 [6:59:16<2:33:56,  1.49s/it]
 69%|██████▉   | 13704/19900 [6:59:17<2:33:12,  1.48s/it]
 69%|██████▉   | 13705/19900 [6:59:18<2:30:05,  1.45s/it]
 69%|██████▉   | 13706/19900 [6:59:20<2:25:48,  1.41s/it]
 69%|██████▉   | 13707/19900 [6:59:21<2:22:28,  1.38s/it]
 69%|██████▉   | 13708/19900 [6:59:22<2:20:45,  1.36s/it]
 69%|██████▉   | 13709/19900 [6:59:24<2:19:29,  1.35s/it]
 69%|██████▉   | 13710/19900 [6:59:25<2:20:21,  1.36s/it]
 69%|██████▉   | 13711/19900 [6:59:26<2:17:36,  1.33s/it]
 69%|██████▉   | 13712/19900 [6:59:28<2:15:04,  1.31s/it]
 69%|██████▉   | 13713/19900 [6:59:29<2:12:22,  1.28s/it]
 69%|██████▉   | 13714/19900 [6:59:30<2:12:44,  1.29s/it]
 69%|██████▉   | 13715/19900 [6:59:31<2:10:38,  1.27s/it]
 69%|██████▉   | 13716/19900 [6:59:32<2:06:43,  1.23s/it]
 69%|██████▉   | 13717/19900 [6:59:34<2:02:01,  1.18s/it]
 69%|██████▉   | 13718/19900 [6:59:35<1:58:27,  1.15s/it]
 69%|██████▉   | 13719/19900 [6:59:36<1:59:06,  1.16s/it]
 69%|██████▉   | 13720/19900 [6:59:37<1:58:07,  1.15s/it]
 69%|██████▉   | 13721/19900 [6:59:38<1:55:09,  1.12s/it]
 69%|██████▉   | 13722/19900 [6:59:39<1:53:02,  1.10s/it]
 69%|██████▉   | 13723/19900 [6:59:40<1:53:26,  1.10s/it]
 69%|██████▉   | 13724/19900 [6:59:41<1:51:54,  1.09s/it]
 69%|██████▉   | 13725/19900 [6:59:42<1:53:36,  1.10s/it]
 69%|██████▉   | 13726/19900 [6:59:43<1:51:30,  1.08s/it]
 69%|██████▉   | 13727/19900 [6:59:44<1:50:27,  1.07s/it]
 69%|██████▉   | 13728/19900 [6:59:45<1:48:48,  1.06s/it]
 69%|██████▉   | 13729/19900 [6:59:47<2:14:54,  1.31s/it]
 69%|██████▉   | 13730/19900 [6:59:49<2:18:45,  1.35s/it]
 69%|██████▉   | 13731/19900 [6:59:50<2:15:06,  1.31s/it]
 69%|██████▉   | 13732/19900 [6:59:53<3:01:11,  1.76s/it]
 69%|██████▉   | 13733/19900 [6:59:55<3:14:21,  1.89s/it]
 69%|██████▉   | 13734/19900 [6:59:57<3:17:14,  1.92s/it]
 69%|██████▉   | 13735/19900 [6:59:59<3:17:01,  1.92s/it]
 69%|██████▉   | 13736/19900 [7:00:01<3:14:50,  1.90s/it]
 69%|██████▉   | 13737/19900 [7:00:03<3:12:16,  1.87s/it]
 69%|██████▉   | 13738/19900 [7:00:04<3:07:59,  1.83s/it]
 69%|██████▉   | 13739/19900 [7:00:06<3:01:50,  1.77s/it]
 69%|██████▉   | 13740/19900 [7:00:08<2:57:03,  1.72s/it]
 69%|██████▉   | 13741/19900 [7:00:09<2:55:47,  1.71s/it]
 69%|██████▉   | 13742/19900 [7:00:11<2:52:14,  1.68s/it]
 69%|██████▉   | 13743/19900 [7:00:12<2:51:44,  1.67s/it]
 69%|██████▉   | 13744/19900 [7:00:14<2:48:21,  1.64s/it]
 69%|██████▉   | 13745/19900 [7:00:16<2:46:18,  1.62s/it]
 69%|██████▉   | 13746/19900 [7:00:17<2:45:25,  1.61s/it]
 69%|██████▉   | 13747/19900 [7:00:19<2:41:51,  1.58s/it]
 69%|██████▉   | 13748/19900 [7:00:20<2:39:01,  1.55s/it]
 69%|██████▉   | 13749/19900 [7:00:22<2:37:49,  1.54s/it]
 69%|██████▉   | 13750/19900 [7:00:23<2:38:14,  1.54s/it]
 69%|██████▉   | 13751/19900 [7:00:25<2:37:03,  1.53s/it]
 69%|██████▉   | 13752/19900 [7:00:26<2:35:01,  1.51s/it]
 69%|██████▉   | 13753/19900 [7:00:28<2:32:10,  1.49s/it]
 69%|██████▉   | 13754/19900 [7:00:29<2:29:34,  1.46s/it]
 69%|██████▉   | 13755/19900 [7:00:31<2:30:35,  1.47s/it]
 69%|██████▉   | 13756/19900 [7:00:32<2:29:21,  1.46s/it]
 69%|██████▉   | 13757/19900 [7:00:33<2:27:20,  1.44s/it]
 69%|██████▉   | 13758/19900 [7:00:35<2:24:18,  1.41s/it]
 69%|██████▉   | 13759/19900 [7:00:36<2:21:52,  1.39s/it]
 69%|██████▉   | 13760/19900 [7:00:37<2:22:01,  1.39s/it]
 69%|██████▉   | 13761/19900 [7:00:39<2:19:29,  1.36s/it]
 69%|██████▉   | 13762/19900 [7:00:40<2:16:35,  1.34s/it]
 69%|██████▉   | 13763/19900 [7:00:41<2:14:21,  1.31s/it]
 69%|██████▉   | 13764/19900 [7:00:43<2:12:05,  1.29s/it]
 69%|██████▉   | 13765/19900 [7:00:44<2:10:55,  1.28s/it]
 69%|██████▉   | 13766/19900 [7:00:45<2:10:14,  1.27s/it]
 69%|██████▉   | 13767/19900 [7:00:46<2:09:21,  1.27s/it]
 69%|██████▉   | 13768/19900 [7:00:48<2:08:07,  1.25s/it]
 69%|██████▉   | 13769/19900 [7:00:49<2:06:24,  1.24s/it]
 69%|██████▉   | 13770/19900 [7:00:50<2:06:37,  1.24s/it]
 69%|██████▉   | 13771/19900 [7:00:51<2:05:30,  1.23s/it]
 69%|██████▉   | 13772/19900 [7:00:52<2:02:45,  1.20s/it]
 69%|██████▉   | 13773/19900 [7:00:53<2:00:14,  1.18s/it]
 69%|██████▉   | 13774/19900 [7:00:55<1:57:29,  1.15s/it]
 69%|██████▉   | 13775/19900 [7:00:56<1:57:52,  1.15s/it]
 69%|██████▉   | 13776/19900 [7:00:57<1:56:06,  1.14s/it]
 69%|██████▉   | 13777/19900 [7:00:58<1:53:58,  1.12s/it]
 69%|██████▉   | 13778/19900 [7:00:59<1:51:01,  1.09s/it]
 69%|██████▉   | 13779/19900 [7:01:00<1:47:34,  1.05s/it]
 69%|██████▉   | 13780/19900 [7:01:01<1:45:03,  1.03s/it]
 69%|██████▉   | 13781/19900 [7:01:03<2:26:37,  1.44s/it]
 69%|██████▉   | 13782/19900 [7:01:05<2:51:03,  1.68s/it]
 69%|██████▉   | 13783/19900 [7:01:08<3:04:49,  1.81s/it]
 69%|██████▉   | 13784/19900 [7:01:10<3:08:57,  1.85s/it]
 69%|██████▉   | 13785/19900 [7:01:11<3:10:25,  1.87s/it]
 69%|██████▉   | 13786/19900 [7:01:13<3:08:10,  1.85s/it]
 69%|██████▉   | 13787/19900 [7:01:15<3:08:08,  1.85s/it]
 69%|██████▉   | 13788/19900 [7:01:17<3:06:42,  1.83s/it]
 69%|██████▉   | 13789/19900 [7:01:19<3:05:50,  1.82s/it]
 69%|██████▉   | 13790/19900 [7:01:20<3:05:04,  1.82s/it]
 69%|██████▉   | 13791/19900 [7:01:22<3:00:34,  1.77s/it]
 69%|██████▉   | 13792/19900 [7:01:24<2:57:10,  1.74s/it]
 69%|██████▉   | 13793/19900 [7:01:25<2:54:32,  1.71s/it]
 69%|██████▉   | 13794/19900 [7:01:27<2:52:16,  1.69s/it]
 69%|██████▉   | 13795/19900 [7:01:29<2:50:34,  1.68s/it]
 69%|██████▉   | 13796/19900 [7:01:30<2:48:05,  1.65s/it]
 69%|██████▉   | 13797/19900 [7:01:32<2:44:37,  1.62s/it]
 69%|██████▉   | 13798/19900 [7:01:33<2:41:56,  1.59s/it]
 69%|██████▉   | 13799/19900 [7:01:35<2:39:20,  1.57s/it]
 69%|██████▉   | 13800/19900 [7:01:36<2:37:33,  1.55s/it]
                                                         

 69%|██████▉   | 13800/19900 [7:01:36<2:37:33,  1.55s/it]
 69%|██████▉   | 13801/19900 [7:01:38<2:35:53,  1.53s/it]
 69%|██████▉   | 13802/19900 [7:01:39<2:34:06,  1.52s/it]
 69%|██████▉   | 13803/19900 [7:01:41<2:29:36,  1.47s/it]
 69%|██████▉   | 13804/19900 [7:01:42<2:28:50,  1.46s/it]
 69%|██████▉   | 13805/19900 [7:01:44<2:31:00,  1.49s/it]
 69%|██████▉   | 13806/19900 [7:01:45<2:28:08,  1.46s/it]
 69%|██████▉   | 13807/19900 [7:01:47<2:26:23,  1.44s/it]
 69%|██████▉   | 13808/19900 [7:01:48<2:23:59,  1.42s/it]
 69%|██████▉   | 13809/19900 [7:01:49<2:21:23,  1.39s/it]
 69%|██████▉   | 13810/19900 [7:01:51<2:19:50,  1.38s/it]
 69%|██████▉   | 13811/19900 [7:01:52<2:17:12,  1.35s/it]
 69%|██████▉   | 13812/19900 [7:01:53<2:14:31,  1.33s/it]
 69%|██████▉   | 13813/19900 [7:01:54<2:12:33,  1.31s/it]
 69%|██████▉   | 13814/19900 [7:01:56<2:11:09,  1.29s/it]
 69%|██████▉   | 13815/19900 [7:01:57<2:11:31,  1.30s/it]
 69%|██████▉   | 13816/19900 [7:01:58<2:10:11,  1.28s/it]
 69%|██████▉   | 13817/19900 [7:02:00<2:10:24,  1.29s/it]
 69%|██████▉   | 13818/19900 [7:02:01<2:07:07,  1.25s/it]
 69%|██████▉   | 13819/19900 [7:02:02<2:06:33,  1.25s/it]
 69%|██████▉   | 13820/19900 [7:02:03<2:04:08,  1.23s/it]
 69%|██████▉   | 13821/19900 [7:02:04<2:01:59,  1.20s/it]
 69%|██████▉   | 13822/19900 [7:02:05<1:58:46,  1.17s/it]
 69%|██████▉   | 13823/19900 [7:02:06<1:57:39,  1.16s/it]
 69%|██████▉   | 13824/19900 [7:02:08<1:55:53,  1.14s/it]
 69%|██████▉   | 13825/19900 [7:02:09<1:55:19,  1.14s/it]
 69%|██████▉   | 13826/19900 [7:02:10<1:53:04,  1.12s/it]
 69%|██████▉   | 13827/19900 [7:02:11<1:49:32,  1.08s/it]
 69%|██████▉   | 13828/19900 [7:02:12<1:45:14,  1.04s/it]
 69%|██████▉   | 13829/19900 [7:02:13<1:40:05,  1.01it/s]
 69%|██████▉   | 13830/19900 [7:02:15<2:24:07,  1.42s/it]
 70%|██████▉   | 13831/19900 [7:02:17<2:43:49,  1.62s/it]
 70%|██████▉   | 13832/19900 [7:02:19<2:52:55,  1.71s/it]
 70%|██████▉   | 13833/19900 [7:02:21<2:56:56,  1.75s/it]
 70%|██████▉   | 13834/19900 [7:02:23<3:01:15,  1.79s/it]
 70%|██████▉   | 13835/19900 [7:02:25<3:01:02,  1.79s/it]
 70%|██████▉   | 13836/19900 [7:02:26<3:00:10,  1.78s/it]
 70%|██████▉   | 13837/19900 [7:02:28<2:58:16,  1.76s/it]
 70%|██████▉   | 13838/19900 [7:02:30<2:58:09,  1.76s/it]
 70%|██████▉   | 13839/19900 [7:02:31<2:54:45,  1.73s/it]
 70%|██████▉   | 13840/19900 [7:02:33<2:50:44,  1.69s/it]
 70%|██████▉   | 13841/19900 [7:02:35<2:49:28,  1.68s/it]
 70%|██████▉   | 13842/19900 [7:02:36<2:44:54,  1.63s/it]
 70%|██████▉   | 13843/19900 [7:02:38<2:41:42,  1.60s/it]
 70%|██████▉   | 13844/19900 [7:02:39<2:38:32,  1.57s/it]
 70%|██████▉   | 13845/19900 [7:02:41<2:36:26,  1.55s/it]
 70%|██████▉   | 13846/19900 [7:02:42<2:35:32,  1.54s/it]
 70%|██████▉   | 13847/19900 [7:02:44<2:34:37,  1.53s/it]
 70%|██████▉   | 13848/19900 [7:02:45<2:31:59,  1.51s/it]
 70%|██████▉   | 13849/19900 [7:02:47<2:30:51,  1.50s/it]
 70%|██████▉   | 13850/19900 [7:02:48<2:30:13,  1.49s/it]
 70%|██████▉   | 13851/19900 [7:02:50<2:28:26,  1.47s/it]
 70%|██████▉   | 13852/19900 [7:02:51<2:26:17,  1.45s/it]
 70%|██████▉   | 13853/19900 [7:02:52<2:26:51,  1.46s/it]
 70%|██████▉   | 13854/19900 [7:02:54<2:25:29,  1.44s/it]
 70%|██████▉   | 13855/19900 [7:02:55<2:24:03,  1.43s/it]
 70%|██████▉   | 13856/19900 [7:02:57<2:21:40,  1.41s/it]
 70%|██████▉   | 13857/19900 [7:02:58<2:20:59,  1.40s/it]
 70%|██████▉   | 13858/19900 [7:02:59<2:20:49,  1.40s/it]
 70%|██████▉   | 13859/19900 [7:03:01<2:18:32,  1.38s/it]
 70%|██████▉   | 13860/19900 [7:03:02<2:17:16,  1.36s/it]
 70%|██████▉   | 13861/19900 [7:03:03<2:15:47,  1.35s/it]
 70%|██████▉   | 13862/19900 [7:03:05<2:14:04,  1.33s/it]
 70%|██████▉   | 13863/19900 [7:03:06<2:13:38,  1.33s/it]
 70%|██████▉   | 13864/19900 [7:03:07<2:11:10,  1.30s/it]
 70%|██████▉   | 13865/19900 [7:03:08<2:08:20,  1.28s/it]
 70%|██████▉   | 13866/19900 [7:03:10<2:06:34,  1.26s/it]
 70%|██████▉   | 13867/19900 [7:03:11<2:05:21,  1.25s/it]
 70%|██████▉   | 13868/19900 [7:03:12<2:04:11,  1.24s/it]
 70%|██████▉   | 13869/19900 [7:03:13<2:03:39,  1.23s/it]
 70%|██████▉   | 13870/19900 [7:03:14<2:00:26,  1.20s/it]
 70%|██████▉   | 13871/19900 [7:03:16<1:57:35,  1.17s/it]
 70%|██████▉   | 13872/19900 [7:03:17<1:55:44,  1.15s/it]
 70%|██████▉   | 13873/19900 [7:03:18<1:51:28,  1.11s/it]
 70%|██████▉   | 13874/19900 [7:03:19<1:51:29,  1.11s/it]
 70%|██████▉   | 13875/19900 [7:03:20<1:49:22,  1.09s/it]
 70%|██████▉   | 13876/19900 [7:03:21<1:46:06,  1.06s/it]
 70%|██████▉   | 13877/19900 [7:03:22<1:44:44,  1.04s/it]
 70%|██████▉   | 13878/19900 [7:03:23<1:41:06,  1.01s/it]
 70%|██████▉   | 13879/19900 [7:03:25<2:23:58,  1.43s/it]
 70%|██████▉   | 13880/19900 [7:03:27<2:44:58,  1.64s/it]
 70%|██████▉   | 13881/19900 [7:03:29<2:56:53,  1.76s/it]
 70%|██████▉   | 13882/19900 [7:03:31<3:00:54,  1.80s/it]
 70%|██████▉   | 13883/19900 [7:03:33<3:01:20,  1.81s/it]
 70%|██████▉   | 13884/19900 [7:03:35<3:01:51,  1.81s/it]
 70%|██████▉   | 13885/19900 [7:03:37<3:02:33,  1.82s/it]
 70%|██████▉   | 13886/19900 [7:03:38<2:59:10,  1.79s/it]
 70%|██████▉   | 13887/19900 [7:03:40<2:58:27,  1.78s/it]
 70%|██████▉   | 13888/19900 [7:03:42<2:55:47,  1.75s/it]
 70%|██████▉   | 13889/19900 [7:03:44<2:55:23,  1.75s/it]
 70%|██████▉   | 13890/19900 [7:03:45<2:53:22,  1.73s/it]
 70%|██████▉   | 13891/19900 [7:03:47<2:50:34,  1.70s/it]
 70%|██████▉   | 13892/19900 [7:03:49<2:47:09,  1.67s/it]
 70%|██████▉   | 13893/19900 [7:03:50<2:46:25,  1.66s/it]
 70%|██████▉   | 13894/19900 [7:03:52<2:45:25,  1.65s/it]
 70%|██████▉   | 13895/19900 [7:03:54<2:45:44,  1.66s/it]
 70%|██████▉   | 13896/19900 [7:03:55<2:42:44,  1.63s/it]
 70%|██████▉   | 13897/19900 [7:03:57<2:40:18,  1.60s/it]
 70%|██████▉   | 13898/19900 [7:03:58<2:37:04,  1.57s/it]
 70%|██████▉   | 13899/19900 [7:04:00<2:36:31,  1.57s/it]
 70%|██████▉   | 13900/19900 [7:04:01<2:35:01,  1.55s/it]
                                                         

 70%|██████▉   | 13900/19900 [7:04:01<2:35:01,  1.55s/it]
 70%|██████▉   | 13901/19900 [7:04:03<2:33:10,  1.53s/it]
 70%|██████▉   | 13902/19900 [7:04:04<2:32:16,  1.52s/it]
 70%|██████▉   | 13903/19900 [7:04:06<2:28:08,  1.48s/it]
 70%|██████▉   | 13904/19900 [7:04:07<2:24:41,  1.45s/it]
 70%|██████▉   | 13905/19900 [7:04:08<2:21:32,  1.42s/it]
 70%|██████▉   | 13906/19900 [7:04:10<2:21:46,  1.42s/it]
 70%|██████▉   | 13907/19900 [7:04:11<2:21:13,  1.41s/it]
 70%|██████▉   | 13908/19900 [7:04:12<2:15:23,  1.36s/it]
 70%|██████▉   | 13909/19900 [7:04:13<2:10:17,  1.30s/it]
 70%|██████▉   | 13910/19900 [7:04:15<2:09:48,  1.30s/it]
 70%|██████▉   | 13911/19900 [7:04:16<2:08:35,  1.29s/it]
 70%|██████▉   | 13912/19900 [7:04:17<2:08:48,  1.29s/it]
 70%|██████▉   | 13913/19900 [7:04:19<2:09:58,  1.30s/it]
 70%|██████▉   | 13914/19900 [7:04:20<2:09:05,  1.29s/it]
 70%|██████▉   | 13915/19900 [7:04:21<2:08:36,  1.29s/it]
 70%|██████▉   | 13916/19900 [7:04:22<2:06:13,  1.27s/it]
 70%|██████▉   | 13917/19900 [7:04:24<2:03:49,  1.24s/it]
 70%|██████▉   | 13918/19900 [7:04:25<2:01:31,  1.22s/it]
 70%|██████▉   | 13919/19900 [7:04:26<1:59:44,  1.20s/it]
 70%|██████▉   | 13920/19900 [7:04:27<1:58:02,  1.18s/it]
 70%|██████▉   | 13921/19900 [7:04:28<1:55:26,  1.16s/it]
 70%|██████▉   | 13922/19900 [7:04:29<1:55:21,  1.16s/it]
 70%|██████▉   | 13923/19900 [7:04:30<1:54:20,  1.15s/it]
 70%|██████▉   | 13924/19900 [7:04:32<1:54:16,  1.15s/it]
 70%|██████▉   | 13925/19900 [7:04:33<1:50:41,  1.11s/it]
 70%|██████▉   | 13926/19900 [7:04:34<1:46:51,  1.07s/it]
 70%|██████▉   | 13927/19900 [7:04:35<1:41:40,  1.02s/it]
 70%|██████▉   | 13928/19900 [7:04:36<2:06:19,  1.27s/it]
 70%|██████▉   | 13929/19900 [7:04:38<2:13:54,  1.35s/it]
 70%|███████   | 13930/19900 [7:04:39<2:11:38,  1.32s/it]
 70%|███████   | 13931/19900 [7:04:42<2:56:36,  1.78s/it]
 70%|███████   | 13932/19900 [7:04:44<3:06:56,  1.88s/it]
 70%|███████   | 13933/19900 [7:04:46<3:09:00,  1.90s/it]
 70%|███████   | 13934/19900 [7:04:48<3:12:31,  1.94s/it]
 70%|███████   | 13935/19900 [7:04:50<3:13:03,  1.94s/it]
 70%|███████   | 13936/19900 [7:04:52<3:08:47,  1.90s/it]
 70%|███████   | 13937/19900 [7:04:54<3:03:30,  1.85s/it]
 70%|███████   | 13938/19900 [7:04:55<2:58:15,  1.79s/it]
 70%|███████   | 13939/19900 [7:04:57<2:55:19,  1.76s/it]
 70%|███████   | 13940/19900 [7:04:59<2:51:37,  1.73s/it]
 70%|███████   | 13941/19900 [7:05:00<2:48:12,  1.69s/it]
 70%|███████   | 13942/19900 [7:05:02<2:46:09,  1.67s/it]
 70%|███████   | 13943/19900 [7:05:03<2:43:15,  1.64s/it]
 70%|███████   | 13944/19900 [7:05:05<2:39:30,  1.61s/it]
 70%|███████   | 13945/19900 [7:05:06<2:38:36,  1.60s/it]
 70%|███████   | 13946/19900 [7:05:08<2:36:40,  1.58s/it]
 70%|███████   | 13947/19900 [7:05:10<2:35:46,  1.57s/it]
 70%|███████   | 13948/19900 [7:05:11<2:33:31,  1.55s/it]
 70%|███████   | 13949/19900 [7:05:13<2:31:30,  1.53s/it]
 70%|███████   | 13950/19900 [7:05:14<2:30:20,  1.52s/it]
 70%|███████   | 13951/19900 [7:05:16<2:30:07,  1.51s/it]
 70%|███████   | 13952/19900 [7:05:17<2:28:36,  1.50s/it]
 70%|███████   | 13953/19900 [7:05:18<2:27:39,  1.49s/it]
 70%|███████   | 13954/19900 [7:05:20<2:26:09,  1.47s/it]
 70%|███████   | 13955/19900 [7:05:21<2:25:10,  1.47s/it]
 70%|███████   | 13956/19900 [7:05:23<2:23:35,  1.45s/it]
 70%|███████   | 13957/19900 [7:05:24<2:20:23,  1.42s/it]
 70%|███████   | 13958/19900 [7:05:25<2:18:10,  1.40s/it]
 70%|███████   | 13959/19900 [7:05:27<2:16:15,  1.38s/it]
 70%|███████   | 13960/19900 [7:05:28<2:13:55,  1.35s/it]
 70%|███████   | 13961/19900 [7:05:29<2:11:36,  1.33s/it]
 70%|███████   | 13962/19900 [7:05:31<2:10:59,  1.32s/it]
 70%|███████   | 13963/19900 [7:05:32<2:10:53,  1.32s/it]
 70%|███████   | 13964/19900 [7:05:33<2:09:32,  1.31s/it]
 70%|███████   | 13965/19900 [7:05:34<2:06:39,  1.28s/it]
 70%|███████   | 13966/19900 [7:05:36<2:04:47,  1.26s/it]
 70%|███████   | 13967/19900 [7:05:37<2:02:56,  1.24s/it]
 70%|███████   | 13968/19900 [7:05:38<2:02:17,  1.24s/it]
 70%|███████   | 13969/19900 [7:05:39<2:02:17,  1.24s/it]
 70%|███████   | 13970/19900 [7:05:41<2:01:39,  1.23s/it]
 70%|███████   | 13971/19900 [7:05:42<1:58:35,  1.20s/it]
 70%|███████   | 13972/19900 [7:05:43<1:55:57,  1.17s/it]
 70%|███████   | 13973/19900 [7:05:44<1:54:00,  1.15s/it]
 70%|███████   | 13974/19900 [7:05:45<1:50:57,  1.12s/it]
 70%|███████   | 13975/19900 [7:05:46<1:47:56,  1.09s/it]
 70%|███████   | 13976/19900 [7:05:47<1:46:08,  1.08s/it]
 70%|███████   | 13977/19900 [7:05:48<1:43:58,  1.05s/it]
 70%|███████   | 13978/19900 [7:05:49<1:42:35,  1.04s/it]
 70%|███████   | 13979/19900 [7:05:50<1:38:13,  1.00it/s]
 70%|███████   | 13980/19900 [7:05:52<2:21:59,  1.44s/it]
 70%|███████   | 13981/19900 [7:05:55<2:45:05,  1.67s/it]
 70%|███████   | 13982/19900 [7:05:57<2:57:37,  1.80s/it]
 70%|███████   | 13983/19900 [7:05:59<3:05:48,  1.88s/it]
 70%|███████   | 13984/19900 [7:06:01<3:05:15,  1.88s/it]
 70%|███████   | 13985/19900 [7:06:02<3:01:51,  1.84s/it]
 70%|███████   | 13986/19900 [7:06:04<3:01:06,  1.84s/it]
 70%|███████   | 13987/19900 [7:06:06<3:01:01,  1.84s/it]
 70%|███████   | 13988/19900 [7:06:08<2:55:32,  1.78s/it]
 70%|███████   | 13989/19900 [7:06:09<2:52:16,  1.75s/it]
 70%|███████   | 13990/19900 [7:06:11<2:48:47,  1.71s/it]
 70%|███████   | 13991/19900 [7:06:13<2:47:36,  1.70s/it]
 70%|███████   | 13992/19900 [7:06:14<2:44:10,  1.67s/it]
 70%|███████   | 13993/19900 [7:06:16<2:40:49,  1.63s/it]
 70%|███████   | 13994/19900 [7:06:17<2:38:02,  1.61s/it]
 70%|███████   | 13995/19900 [7:06:19<2:35:39,  1.58s/it]
 70%|███████   | 13996/19900 [7:06:20<2:34:32,  1.57s/it]
 70%|███████   | 13997/19900 [7:06:22<2:34:44,  1.57s/it]
 70%|███████   | 13998/19900 [7:06:24<2:34:13,  1.57s/it]
 70%|███████   | 13999/19900 [7:06:25<2:32:05,  1.55s/it]
 70%|███████   | 14000/19900 [7:06:27<2:29:42,  1.52s/it]
                                                         

 70%|███████   | 14000/19900 [7:06:27<2:29:42,  1.52s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.2997361421585083, 'eval_wer': 0.8908045977011494, 'eval_cer': 0.32430666176530654, 'eval_runtime': 122.085, 'eval_samples_per_second': 24.229, 'eval_steps_per_second': 3.031, 'epoch': 67.84}
{'loss': 2.3351, 'learning_rate': 2.645111731843575e-05, 'epoch': 68.34}
{'loss': 2.3445, 'learning_rate': 2.603212290502793e-05, 'epoch': 68.84}
{'loss': 2.3649, 'learning_rate': 2.561312849162011e-05, 'epoch': 69.35}
{'loss': 2.326, 'learning_rate': 2.5194134078212288e-05, 'epoch': 69.85}
{'loss': 2.3457, 'learning_rate': 2.4775139664804467e-05, 'epoch': 70.35}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.63it/s]

  1%|          | 3/370 [00:00<01:04,  5.67it/s]

  1%|          | 4/370 [00:00<01:16,  4.75it/s]

  1%|▏         | 5/370 [00:01<01:21,  4.50it/s]

  2%|▏         | 6/370 [00:01<01:15,  4.83it/s]

  2%|▏         | 7/370 [00:01<01:31,  3.96it/s]

  2%|▏         | 8/370 [00:01<01:26,  4.20it/s]

  2%|▏         | 9/370 [00:01<01:25,  4.22it/s]

  3%|▎         | 10/370 [00:02<01:24,  4.28it/s]

  3%|▎         | 11/370 [00:02<01:25,  4.22it/s]

  3%|▎         | 12/370 [00:02<01:24,  4.22it/s]

  4%|▎         | 13/370 [00:02<01:29,  3.99it/s]

  4%|▍         | 14/370 [00:03<01:31,  3.89it/s]

  4%|▍         | 15/370 [00:03<01:26,  4.11it/s]

  4%|▍         | 16/370 [00:03<01:27,  4.04it/s]

  5%|▍         | 17/370 [00:03<01:21,  4.35it/s]

  5%|▍         | 18/370 [00:04<01:16,  4.62it/s]

  5%|▌         | 19/370 [00:04<01:20,  4.36it/s]

  5%|▌         | 20/370 [00:04<01:27,  4.01it/s]

  6%|▌         | 21/370 [00:04<01:31,  3.82it/s]

  6%|▌         | 22/370 [00:05<01:28,  3.92it/s]

  6%|▌         | 23/370 [00:05<01:24,  4.10it/s]

  6%|▋         | 24/370 [00:05<01:28,  3.93it/s]

  7%|▋         | 25/370 [00:05<01:32,  3.74it/s]

  7%|▋         | 26/370 [00:06<01:23,  4.10it/s]

  7%|▋         | 27/370 [00:06<01:21,  4.23it/s]

  8%|▊         | 28/370 [00:06<01:20,  4.23it/s]

  8%|▊         | 29/370 [00:06<01:23,  4.08it/s]

  8%|▊         | 30/370 [00:07<01:22,  4.11it/s]

  8%|▊         | 31/370 [00:07<01:20,  4.23it/s]

  9%|▊         | 32/370 [00:07<01:18,  4.31it/s]

  9%|▉         | 33/370 [00:07<01:17,  4.36it/s]

  9%|▉         | 34/370 [00:07<01:16,  4.37it/s]

  9%|▉         | 35/370 [00:08<01:20,  4.14it/s]

 10%|▉         | 36/370 [00:08<01:20,  4.17it/s]

 10%|█         | 37/370 [00:08<01:15,  4.38it/s]

 10%|█         | 38/370 [00:08<01:15,  4.40it/s]

 11%|█         | 39/370 [00:09<01:12,  4.57it/s]

 11%|█         | 40/370 [00:09<01:14,  4.43it/s]

 11%|█         | 41/370 [00:09<01:12,  4.57it/s]

 11%|█▏        | 42/370 [00:09<01:15,  4.35it/s]

 12%|█▏        | 43/370 [00:10<01:15,  4.31it/s]

 12%|█▏        | 44/370 [00:10<01:13,  4.45it/s]

 12%|█▏        | 45/370 [00:10<01:20,  4.03it/s]

 12%|█▏        | 46/370 [00:10<01:17,  4.18it/s]

 13%|█▎        | 47/370 [00:11<01:23,  3.88it/s]

 13%|█▎        | 48/370 [00:11<01:25,  3.78it/s]

 13%|█▎        | 49/370 [00:11<01:18,  4.09it/s]

 14%|█▎        | 50/370 [00:11<01:11,  4.50it/s]

 14%|█▍        | 51/370 [00:12<01:16,  4.16it/s]

 14%|█▍        | 52/370 [00:12<01:10,  4.49it/s]

 14%|█▍        | 53/370 [00:12<01:14,  4.28it/s]

 15%|█▍        | 54/370 [00:12<01:10,  4.48it/s]

 15%|█▍        | 55/370 [00:12<01:14,  4.25it/s]

 15%|█▌        | 56/370 [00:13<01:15,  4.18it/s]

 15%|█▌        | 57/370 [00:13<01:08,  4.60it/s]

 16%|█▌        | 58/370 [00:13<01:12,  4.30it/s]

 16%|█▌        | 59/370 [00:13<01:13,  4.21it/s]

 16%|█▌        | 60/370 [00:14<01:08,  4.51it/s]

 16%|█▋        | 61/370 [00:14<01:09,  4.45it/s]

 17%|█▋        | 62/370 [00:14<01:10,  4.35it/s]

 17%|█▋        | 63/370 [00:14<01:07,  4.55it/s]

 17%|█▋        | 64/370 [00:14<01:06,  4.60it/s]

 18%|█▊        | 65/370 [00:15<01:17,  3.94it/s]

 18%|█▊        | 66/370 [00:15<01:16,  3.99it/s]

 18%|█▊        | 67/370 [00:15<01:21,  3.72it/s]

 18%|█▊        | 68/370 [00:16<01:25,  3.51it/s]

 19%|█▊        | 69/370 [00:16<01:18,  3.81it/s]

 19%|█▉        | 70/370 [00:16<01:14,  4.00it/s]

 19%|█▉        | 71/370 [00:16<01:26,  3.46it/s]

 19%|█▉        | 72/370 [00:17<01:16,  3.89it/s]

 20%|█▉        | 73/370 [00:17<01:14,  3.99it/s]

 20%|██        | 74/370 [00:17<01:14,  4.00it/s]

 20%|██        | 75/370 [00:17<01:13,  4.02it/s]

 21%|██        | 76/370 [00:18<01:08,  4.31it/s]

 21%|██        | 77/370 [00:18<01:04,  4.52it/s]

 21%|██        | 78/370 [00:18<01:07,  4.31it/s]

 21%|██▏       | 79/370 [00:18<01:06,  4.36it/s]

 22%|██▏       | 80/370 [00:18<01:07,  4.29it/s]

 22%|██▏       | 81/370 [00:19<01:05,  4.40it/s]

 22%|██▏       | 82/370 [00:19<01:10,  4.10it/s]

 22%|██▏       | 83/370 [00:19<01:09,  4.13it/s]

 23%|██▎       | 84/370 [00:20<01:14,  3.85it/s]

 23%|██▎       | 85/370 [00:20<01:09,  4.13it/s]

 23%|██▎       | 86/370 [00:20<01:07,  4.21it/s]

 24%|██▎       | 87/370 [00:20<01:04,  4.38it/s]

 24%|██▍       | 88/370 [00:20<01:07,  4.21it/s]

 24%|██▍       | 89/370 [00:21<01:07,  4.18it/s]

 24%|██▍       | 90/370 [00:21<01:06,  4.23it/s]

 25%|██▍       | 91/370 [00:21<01:06,  4.22it/s]

 25%|██▍       | 92/370 [00:21<01:07,  4.09it/s]

 25%|██▌       | 93/370 [00:22<01:13,  3.77it/s]

 25%|██▌       | 94/370 [00:22<01:15,  3.64it/s]

 26%|██▌       | 95/370 [00:22<01:20,  3.41it/s]

 26%|██▌       | 96/370 [00:23<01:22,  3.30it/s]

 26%|██▌       | 97/370 [00:23<01:20,  3.40it/s]

 26%|██▋       | 98/370 [00:23<01:16,  3.55it/s]

 27%|██▋       | 99/370 [00:23<01:13,  3.69it/s]

 27%|██▋       | 100/370 [00:24<01:09,  3.89it/s]

 27%|██▋       | 101/370 [00:24<01:07,  4.01it/s]

 28%|██▊       | 102/370 [00:24<01:06,  4.03it/s]

 28%|██▊       | 103/370 [00:24<01:02,  4.29it/s]

 28%|██▊       | 104/370 [00:25<01:06,  3.97it/s]

 28%|██▊       | 105/370 [00:25<01:07,  3.92it/s]

 29%|██▊       | 106/370 [00:25<01:09,  3.81it/s]

 29%|██▉       | 107/370 [00:25<01:06,  3.97it/s]

 29%|██▉       | 108/370 [00:26<01:03,  4.15it/s]

 29%|██▉       | 109/370 [00:26<01:05,  3.99it/s]

 30%|██▉       | 110/370 [00:26<01:01,  4.26it/s]

 30%|███       | 111/370 [00:26<01:02,  4.14it/s]

 30%|███       | 112/370 [00:27<01:08,  3.76it/s]

 31%|███       | 113/370 [00:27<01:06,  3.87it/s]

 31%|███       | 114/370 [00:27<01:02,  4.07it/s]

 31%|███       | 115/370 [00:27<01:05,  3.89it/s]

 31%|███▏      | 116/370 [00:28<01:06,  3.80it/s]

 32%|███▏      | 117/370 [00:28<01:13,  3.46it/s]

 32%|███▏      | 118/370 [00:28<01:09,  3.63it/s]

 32%|███▏      | 119/370 [00:28<01:05,  3.80it/s]

 32%|███▏      | 120/370 [00:29<01:02,  4.02it/s]

 33%|███▎      | 121/370 [00:29<01:00,  4.15it/s]

 33%|███▎      | 122/370 [00:29<00:59,  4.14it/s]

 33%|███▎      | 123/370 [00:29<00:57,  4.32it/s]

 34%|███▎      | 124/370 [00:30<00:52,  4.67it/s]

 34%|███▍      | 125/370 [00:30<01:00,  4.03it/s]

 34%|███▍      | 126/370 [00:30<00:59,  4.09it/s]

 34%|███▍      | 127/370 [00:30<01:02,  3.92it/s]

 35%|███▍      | 128/370 [00:31<01:02,  3.85it/s]

 35%|███▍      | 129/370 [00:31<01:08,  3.52it/s]

 35%|███▌      | 130/370 [00:31<01:07,  3.58it/s]

 35%|███▌      | 131/370 [00:32<01:11,  3.36it/s]

 36%|███▌      | 132/370 [00:32<01:04,  3.70it/s]

 36%|███▌      | 133/370 [00:32<01:06,  3.57it/s]

 36%|███▌      | 134/370 [00:32<01:03,  3.74it/s]

 36%|███▋      | 135/370 [00:33<01:05,  3.57it/s]

 37%|███▋      | 136/370 [00:33<01:02,  3.77it/s]

 37%|███▋      | 137/370 [00:33<01:00,  3.86it/s]

 37%|███▋      | 138/370 [00:33<00:58,  3.97it/s]

 38%|███▊      | 139/370 [00:34<00:55,  4.13it/s]

 38%|███▊      | 140/370 [00:34<00:53,  4.32it/s]

 38%|███▊      | 141/370 [00:34<00:56,  4.08it/s]

 38%|███▊      | 142/370 [00:34<00:57,  3.99it/s]

 39%|███▊      | 143/370 [00:35<00:55,  4.10it/s]

 39%|███▉      | 144/370 [00:35<00:56,  3.97it/s]

 39%|███▉      | 145/370 [00:35<00:59,  3.76it/s]

 39%|███▉      | 146/370 [00:35<00:56,  3.93it/s]

 40%|███▉      | 147/370 [00:36<00:55,  4.00it/s]

 40%|████      | 148/370 [00:36<00:57,  3.86it/s]

 40%|████      | 149/370 [00:36<00:58,  3.75it/s]

 41%|████      | 150/370 [00:36<00:53,  4.12it/s]

 41%|████      | 151/370 [00:37<00:54,  4.04it/s]

 41%|████      | 152/370 [00:37<00:55,  3.96it/s]

 41%|████▏     | 153/370 [00:37<00:57,  3.77it/s]

 42%|████▏     | 154/370 [00:37<00:56,  3.83it/s]

 42%|████▏     | 155/370 [00:38<00:54,  3.97it/s]

 42%|████▏     | 156/370 [00:38<00:55,  3.83it/s]

 42%|████▏     | 157/370 [00:38<00:56,  3.78it/s]

 43%|████▎     | 158/370 [00:38<00:55,  3.83it/s]

 43%|████▎     | 159/370 [00:39<00:52,  4.06it/s]

 43%|████▎     | 160/370 [00:39<00:52,  3.97it/s]

 44%|████▎     | 161/370 [00:39<00:53,  3.94it/s]

 44%|████▍     | 162/370 [00:39<00:53,  3.87it/s]

 44%|████▍     | 163/370 [00:40<00:51,  4.05it/s]

 44%|████▍     | 164/370 [00:40<00:51,  4.01it/s]

 45%|████▍     | 165/370 [00:40<00:53,  3.82it/s]

 45%|████▍     | 166/370 [00:41<00:54,  3.78it/s]

 45%|████▌     | 167/370 [00:41<00:53,  3.80it/s]

 45%|████▌     | 168/370 [00:41<00:51,  3.89it/s]

 46%|████▌     | 169/370 [00:41<00:50,  3.96it/s]

 46%|████▌     | 170/370 [00:42<00:51,  3.90it/s]

 46%|████▌     | 171/370 [00:42<00:53,  3.75it/s]

 46%|████▋     | 172/370 [00:42<00:48,  4.05it/s]

 47%|████▋     | 173/370 [00:42<00:44,  4.45it/s]

 47%|████▋     | 174/370 [00:42<00:47,  4.16it/s]

 47%|████▋     | 175/370 [00:43<00:45,  4.25it/s]

 48%|████▊     | 176/370 [00:43<00:44,  4.35it/s]

 48%|████▊     | 177/370 [00:43<00:47,  4.06it/s]

 48%|████▊     | 178/370 [00:43<00:45,  4.19it/s]

 48%|████▊     | 179/370 [00:44<00:46,  4.10it/s]

 49%|████▊     | 180/370 [00:44<00:48,  3.92it/s]

 49%|████▉     | 181/370 [00:44<00:47,  3.98it/s]

 49%|████▉     | 182/370 [00:44<00:46,  4.02it/s]

 49%|████▉     | 183/370 [00:45<00:48,  3.82it/s]

 50%|████▉     | 184/370 [00:45<00:48,  3.83it/s]

 50%|█████     | 185/370 [00:45<00:45,  4.03it/s]

 50%|█████     | 186/370 [00:45<00:46,  3.99it/s]

 51%|█████     | 187/370 [00:46<00:47,  3.88it/s]

 51%|█████     | 188/370 [00:46<00:48,  3.77it/s]

 51%|█████     | 189/370 [00:46<00:49,  3.63it/s]

 51%|█████▏    | 190/370 [00:47<00:47,  3.76it/s]

 52%|█████▏    | 191/370 [00:47<00:45,  3.91it/s]

 52%|█████▏    | 192/370 [00:47<00:47,  3.75it/s]

 52%|█████▏    | 193/370 [00:47<00:50,  3.53it/s]

 52%|█████▏    | 194/370 [00:48<00:44,  3.96it/s]

 53%|█████▎    | 195/370 [00:48<00:47,  3.71it/s]

 53%|█████▎    | 196/370 [00:48<00:46,  3.77it/s]

 53%|█████▎    | 197/370 [00:48<00:44,  3.92it/s]

 54%|█████▎    | 198/370 [00:49<00:43,  3.96it/s]

 54%|█████▍    | 199/370 [00:49<00:41,  4.08it/s]

 54%|█████▍    | 200/370 [00:49<00:42,  3.99it/s]

 54%|█████▍    | 201/370 [00:49<00:44,  3.79it/s]

 55%|█████▍    | 202/370 [00:50<00:45,  3.73it/s]

 55%|█████▍    | 203/370 [00:50<00:43,  3.86it/s]

 55%|█████▌    | 204/370 [00:50<00:47,  3.49it/s]

 55%|█████▌    | 205/370 [00:51<00:44,  3.71it/s]

 56%|█████▌    | 206/370 [00:51<00:47,  3.48it/s]

 56%|█████▌    | 207/370 [00:51<00:45,  3.58it/s]

 56%|█████▌    | 208/370 [00:51<00:48,  3.32it/s]

 56%|█████▋    | 209/370 [00:52<00:45,  3.54it/s]

 57%|█████▋    | 210/370 [00:52<00:46,  3.47it/s]

 57%|█████▋    | 211/370 [00:52<00:49,  3.20it/s]

 57%|█████▋    | 212/370 [00:53<00:47,  3.30it/s]

 58%|█████▊    | 213/370 [00:53<00:50,  3.14it/s]

 58%|█████▊    | 214/370 [00:53<00:45,  3.45it/s]

 58%|█████▊    | 215/370 [00:53<00:43,  3.55it/s]

 58%|█████▊    | 216/370 [00:54<00:41,  3.72it/s]

 59%|█████▊    | 217/370 [00:54<00:39,  3.84it/s]

 59%|█████▉    | 218/370 [00:54<00:37,  4.09it/s]

 59%|█████▉    | 219/370 [00:54<00:38,  3.97it/s]

 59%|█████▉    | 220/370 [00:55<00:38,  3.85it/s]

 60%|█████▉    | 221/370 [00:55<00:39,  3.75it/s]

 60%|██████    | 222/370 [00:55<00:38,  3.86it/s]

 60%|██████    | 223/370 [00:56<00:40,  3.62it/s]

 61%|██████    | 224/370 [00:56<00:42,  3.42it/s]

 61%|██████    | 225/370 [00:56<00:44,  3.24it/s]

 61%|██████    | 226/370 [00:57<00:42,  3.41it/s]

 61%|██████▏   | 227/370 [00:57<00:42,  3.34it/s]

 62%|██████▏   | 228/370 [00:57<00:42,  3.35it/s]

 62%|██████▏   | 229/370 [00:57<00:41,  3.38it/s]

 62%|██████▏   | 230/370 [00:58<00:41,  3.38it/s]

 62%|██████▏   | 231/370 [00:58<00:40,  3.47it/s]

 63%|██████▎   | 232/370 [00:58<00:44,  3.12it/s]

 63%|██████▎   | 233/370 [00:59<00:43,  3.14it/s]

 63%|██████▎   | 234/370 [00:59<00:41,  3.29it/s]

 64%|██████▎   | 235/370 [00:59<00:40,  3.34it/s]

 64%|██████▍   | 236/370 [00:59<00:37,  3.53it/s]

 64%|██████▍   | 237/370 [01:00<00:41,  3.23it/s]

 64%|██████▍   | 238/370 [01:00<00:39,  3.33it/s]

 65%|██████▍   | 239/370 [01:00<00:37,  3.45it/s]

 65%|██████▍   | 240/370 [01:01<00:38,  3.34it/s]

 65%|██████▌   | 241/370 [01:01<00:41,  3.13it/s]

 65%|██████▌   | 242/370 [01:01<00:39,  3.23it/s]

 66%|██████▌   | 243/370 [01:02<00:41,  3.04it/s]

 66%|██████▌   | 244/370 [01:02<00:45,  2.79it/s]

 66%|██████▌   | 245/370 [01:02<00:42,  2.98it/s]

 66%|██████▋   | 246/370 [01:03<00:39,  3.13it/s]

 67%|██████▋   | 247/370 [01:03<00:35,  3.47it/s]

 67%|██████▋   | 248/370 [01:03<00:33,  3.64it/s]

 67%|██████▋   | 249/370 [01:03<00:33,  3.56it/s]

 68%|██████▊   | 250/370 [01:04<00:34,  3.43it/s]

 68%|██████▊   | 251/370 [01:04<00:33,  3.52it/s]

 68%|██████▊   | 252/370 [01:04<00:36,  3.20it/s]

 68%|██████▊   | 253/370 [01:05<00:36,  3.23it/s]

 69%|██████▊   | 254/370 [01:05<00:39,  2.96it/s]

 69%|██████▉   | 255/370 [01:05<00:36,  3.11it/s]

 69%|██████▉   | 256/370 [01:06<00:36,  3.14it/s]

 69%|██████▉   | 257/370 [01:06<00:36,  3.11it/s]

 70%|██████▉   | 258/370 [01:06<00:35,  3.19it/s]

 70%|███████   | 259/370 [01:07<00:34,  3.19it/s]

 70%|███████   | 260/370 [01:07<00:32,  3.39it/s]

 71%|███████   | 261/370 [01:07<00:32,  3.37it/s]

 71%|███████   | 262/370 [01:08<00:31,  3.38it/s]

 71%|███████   | 263/370 [01:08<00:34,  3.09it/s]

 71%|███████▏  | 264/370 [01:08<00:34,  3.04it/s]

 72%|███████▏  | 265/370 [01:09<00:32,  3.19it/s]

 72%|███████▏  | 266/370 [01:09<00:32,  3.17it/s]

 72%|███████▏  | 267/370 [01:09<00:32,  3.13it/s]

 72%|███████▏  | 268/370 [01:10<00:32,  3.17it/s]

 73%|███████▎  | 269/370 [01:10<00:34,  2.96it/s]

 73%|███████▎  | 270/370 [01:10<00:33,  2.96it/s]

 73%|███████▎  | 271/370 [01:11<00:33,  2.98it/s]

 74%|███████▎  | 272/370 [01:11<00:30,  3.21it/s]

 74%|███████▍  | 273/370 [01:11<00:30,  3.20it/s]

 74%|███████▍  | 274/370 [01:11<00:29,  3.30it/s]

 74%|███████▍  | 275/370 [01:12<00:28,  3.34it/s]

 75%|███████▍  | 276/370 [01:12<00:28,  3.35it/s]

 75%|███████▍  | 277/370 [01:12<00:28,  3.25it/s]

 75%|███████▌  | 278/370 [01:13<00:28,  3.17it/s]

 75%|███████▌  | 279/370 [01:13<00:28,  3.16it/s]

 76%|███████▌  | 280/370 [01:13<00:28,  3.12it/s]

 76%|███████▌  | 281/370 [01:14<00:27,  3.22it/s]

 76%|███████▌  | 282/370 [01:14<00:27,  3.26it/s]

 76%|███████▋  | 283/370 [01:14<00:26,  3.27it/s]

 77%|███████▋  | 284/370 [01:15<00:26,  3.20it/s]

 77%|███████▋  | 285/370 [01:15<00:27,  3.05it/s]

 77%|███████▋  | 286/370 [01:15<00:27,  3.03it/s]

 78%|███████▊  | 287/370 [01:16<00:26,  3.10it/s]

 78%|███████▊  | 288/370 [01:16<00:25,  3.17it/s]

 78%|███████▊  | 289/370 [01:16<00:23,  3.39it/s]

 78%|███████▊  | 290/370 [01:16<00:25,  3.19it/s]

 79%|███████▊  | 291/370 [01:17<00:24,  3.19it/s]

 79%|███████▉  | 292/370 [01:17<00:23,  3.30it/s]

 79%|███████▉  | 293/370 [01:17<00:25,  3.01it/s]

 79%|███████▉  | 294/370 [01:18<00:23,  3.17it/s]

 80%|███████▉  | 295/370 [01:18<00:23,  3.13it/s]

 80%|████████  | 296/370 [01:18<00:22,  3.23it/s]

 80%|████████  | 297/370 [01:19<00:23,  3.13it/s]

 81%|████████  | 298/370 [01:19<00:24,  2.98it/s]

 81%|████████  | 299/370 [01:19<00:23,  3.06it/s]

 81%|████████  | 300/370 [01:20<00:22,  3.15it/s]

 81%|████████▏ | 301/370 [01:20<00:22,  3.09it/s]

 82%|████████▏ | 302/370 [01:20<00:20,  3.24it/s]

 82%|████████▏ | 303/370 [01:21<00:20,  3.25it/s]

 82%|████████▏ | 304/370 [01:21<00:20,  3.25it/s]

 82%|████████▏ | 305/370 [01:21<00:21,  2.96it/s]

 83%|████████▎ | 306/370 [01:22<00:21,  3.04it/s]

 83%|████████▎ | 307/370 [01:22<00:21,  2.98it/s]

 83%|████████▎ | 308/370 [01:22<00:19,  3.12it/s]

 84%|████████▎ | 309/370 [01:23<00:20,  3.04it/s]

 84%|████████▍ | 310/370 [01:23<00:20,  2.99it/s]

 84%|████████▍ | 311/370 [01:23<00:19,  3.06it/s]

 84%|████████▍ | 312/370 [01:24<00:18,  3.11it/s]

 85%|████████▍ | 313/370 [01:24<00:17,  3.20it/s]

 85%|████████▍ | 314/370 [01:24<00:17,  3.27it/s]

 85%|████████▌ | 315/370 [01:24<00:16,  3.37it/s]

 85%|████████▌ | 316/370 [01:25<00:16,  3.33it/s]

 86%|████████▌ | 317/370 [01:25<00:16,  3.26it/s]

 86%|████████▌ | 318/370 [01:25<00:16,  3.15it/s]

 86%|████████▌ | 319/370 [01:26<00:15,  3.26it/s]

 86%|████████▋ | 320/370 [01:26<00:14,  3.34it/s]

 87%|████████▋ | 321/370 [01:26<00:14,  3.37it/s]

 87%|████████▋ | 322/370 [01:26<00:13,  3.48it/s]

 87%|████████▋ | 323/370 [01:27<00:13,  3.49it/s]

 88%|████████▊ | 324/370 [01:27<00:12,  3.58it/s]

 88%|████████▊ | 325/370 [01:27<00:12,  3.54it/s]

 88%|████████▊ | 326/370 [01:28<00:12,  3.45it/s]

 88%|████████▊ | 327/370 [01:28<00:12,  3.35it/s]

 89%|████████▊ | 328/370 [01:28<00:12,  3.49it/s]

 89%|████████▉ | 329/370 [01:28<00:11,  3.46it/s]

 89%|████████▉ | 330/370 [01:29<00:12,  3.33it/s]

 89%|████████▉ | 331/370 [01:29<00:11,  3.28it/s]

 90%|████████▉ | 332/370 [01:29<00:11,  3.36it/s]

 90%|█████████ | 333/370 [01:30<00:11,  3.32it/s]

 90%|█████████ | 334/370 [01:30<00:11,  3.06it/s]

 91%|█████████ | 335/370 [01:30<00:10,  3.19it/s]

 91%|█████████ | 336/370 [01:31<00:10,  3.31it/s]

 91%|█████████ | 337/370 [01:31<00:10,  3.11it/s]

 91%|█████████▏| 338/370 [01:31<00:10,  3.13it/s]

 92%|█████████▏| 339/370 [01:32<00:09,  3.13it/s]

 92%|█████████▏| 340/370 [01:32<00:09,  3.07it/s]

 92%|█████████▏| 341/370 [01:32<00:08,  3.24it/s]

 92%|█████████▏| 342/370 [01:33<00:08,  3.37it/s]

 93%|█████████▎| 343/370 [01:33<00:07,  3.40it/s]

 93%|█████████▎| 344/370 [01:33<00:08,  3.18it/s]

 93%|█████████▎| 345/370 [01:34<00:08,  3.01it/s]

 94%|█████████▎| 346/370 [01:34<00:08,  2.98it/s]

 94%|█████████▍| 347/370 [01:34<00:07,  2.97it/s]

 94%|█████████▍| 348/370 [01:35<00:06,  3.17it/s]

 94%|█████████▍| 349/370 [01:35<00:06,  3.12it/s]

 95%|█████████▍| 350/370 [01:35<00:06,  3.10it/s]

 95%|█████████▍| 351/370 [01:36<00:06,  3.03it/s]

 95%|█████████▌| 352/370 [01:36<00:06,  2.94it/s]

 95%|█████████▌| 353/370 [01:36<00:05,  3.06it/s]

 96%|█████████▌| 354/370 [01:37<00:05,  3.08it/s]

 96%|█████████▌| 355/370 [01:37<00:04,  3.28it/s]

 96%|█████████▌| 356/370 [01:37<00:04,  3.42it/s]

 96%|█████████▋| 357/370 [01:37<00:03,  3.55it/s]

 97%|█████████▋| 358/370 [01:37<00:03,  3.85it/s]

 97%|█████████▋| 359/370 [01:38<00:02,  3.87it/s]

 97%|█████████▋| 360/370 [01:38<00:02,  3.70it/s]

 98%|█████████▊| 361/370 [01:38<00:02,  3.74it/s]

 98%|█████████▊| 362/370 [01:39<00:02,  3.75it/s]

 98%|█████████▊| 363/370 [01:39<00:01,  4.07it/s]

 98%|█████████▊| 364/370 [01:39<00:01,  3.64it/s]

 99%|█████████▊| 365/370 [01:39<00:01,  3.83it/s]

 99%|█████████▉| 366/370 [01:40<00:01,  3.83it/s]

 99%|█████████▉| 367/370 [01:40<00:00,  3.86it/s]

 99%|█████████▉| 368/370 [01:40<00:00,  3.89it/s]

100%|█████████▉| 369/370 [01:40<00:00,  3.83it/s]

100%|██████████| 370/370 [01:41<00:00,  3.97it/s]
                                                         

                                                 

 70%|███████   | 14000/19900 [7:08:35<2:29:42,  1.52s/it]

100%|██████████| 370/370 [02:07<00:00,  3.97it/s]

                                                 Saving model checkpoint to ./checkpoint-14000
Configuration saved in ./checkpoint-14000/config.json
Model weights saved in ./checkpoint-14000/pytorch_model.bin
Configuration saved in ./checkpoint-14000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-12500] due to args.save_total_limit

 70%|███████   | 14001/19900 [7:09:53<103:10:49, 62.97s/it]
 70%|███████   | 14002/19900 [7:09:54<72:54:25, 44.50s/it] 
 70%|███████   | 14003/19900 [7:09:56<51:44:15, 31.58s/it]
 70%|███████   | 14004/19900 [7:09:57<36:54:34, 22.54s/it]
 70%|███████   | 14005/19900 [7:09:59<26:29:46, 16.18s/it]
 70%|███████   | 14006/19900 [7:10:00<19:11:28, 11.72s/it]
 70%|███████   | 14007/19900 [7:10:01<14:05:22,  8.61s/it]
 70%|███████   | 14008/19900 [7:10:03<10:32:18,  6.44s/it]
 70%|███████   | 14009/19900 [7:10:04<8:03:25,  4.92s/it] 
 70%|███████   | 14010/19900 [7:10:05<6:17:12,  3.84s/it]
 70%|███████   | 14011/19900 [7:10:07<5:01:43,  3.07s/it]
 70%|███████   | 14012/19900 [7:10:08<4:08:34,  2.53s/it]
 70%|███████   | 14013/19900 [7:10:09<3:31:11,  2.15s/it]
 70%|███████   | 14014/19900 [7:10:10<3:03:22,  1.87s/it]
 70%|███████   | 14015/19900 [7:10:12<2:43:48,  1.67s/it]
 70%|███████   | 14016/19900 [7:10:13<2:30:21,  1.53s/it]
 70%|███████   | 14017/19900 [7:10:14<2:21:46,  1.45s/it]
 70%|███████   | 14018/19900 [7:10:15<2:14:35,  1.37s/it]
 70%|███████   | 14019/19900 [7:10:16<2:07:42,  1.30s/it]
 70%|███████   | 14020/19900 [7:10:17<2:01:07,  1.24s/it]
 70%|███████   | 14021/19900 [7:10:18<1:55:30,  1.18s/it]
 70%|███████   | 14022/19900 [7:10:20<1:52:57,  1.15s/it]
 70%|███████   | 14023/19900 [7:10:21<1:50:10,  1.12s/it]
 70%|███████   | 14024/19900 [7:10:22<1:47:43,  1.10s/it]
 70%|███████   | 14025/19900 [7:10:23<1:46:56,  1.09s/it]
 70%|███████   | 14026/19900 [7:10:24<1:43:55,  1.06s/it]
 70%|███████   | 14027/19900 [7:10:25<1:43:08,  1.05s/it]
 70%|███████   | 14028/19900 [7:10:26<1:41:46,  1.04s/it]
 70%|███████   | 14029/19900 [7:10:28<2:22:23,  1.46s/it]
 71%|███████   | 14030/19900 [7:10:30<2:44:31,  1.68s/it]
 71%|███████   | 14031/19900 [7:10:33<3:00:34,  1.85s/it]
 71%|███████   | 14032/19900 [7:10:35<3:02:56,  1.87s/it]
 71%|███████   | 14033/19900 [7:10:36<3:02:55,  1.87s/it]
 71%|███████   | 14034/19900 [7:10:38<3:01:19,  1.85s/it]
 71%|███████   | 14035/19900 [7:10:40<2:57:52,  1.82s/it]
 71%|███████   | 14036/19900 [7:10:42<2:55:34,  1.80s/it]
 71%|███████   | 14037/19900 [7:10:43<2:53:59,  1.78s/it]
 71%|███████   | 14038/19900 [7:10:45<2:50:33,  1.75s/it]
 71%|███████   | 14039/19900 [7:10:47<2:46:47,  1.71s/it]
 71%|███████   | 14040/19900 [7:10:48<2:43:54,  1.68s/it]
 71%|███████   | 14041/19900 [7:10:50<2:40:34,  1.64s/it]
 71%|███████   | 14042/19900 [7:10:52<2:38:55,  1.63s/it]
 71%|███████   | 14043/19900 [7:10:53<2:36:22,  1.60s/it]
 71%|███████   | 14044/19900 [7:10:55<2:36:24,  1.60s/it]
 71%|███████   | 14045/19900 [7:10:56<2:34:05,  1.58s/it]
 71%|███████   | 14046/19900 [7:10:58<2:33:50,  1.58s/it]
 71%|███████   | 14047/19900 [7:10:59<2:30:57,  1.55s/it]
 71%|███████   | 14048/19900 [7:11:01<2:27:54,  1.52s/it]
 71%|███████   | 14049/19900 [7:11:02<2:25:48,  1.50s/it]
 71%|███████   | 14050/19900 [7:11:04<2:24:09,  1.48s/it]
 71%|███████   | 14051/19900 [7:11:05<2:23:14,  1.47s/it]
 71%|███████   | 14052/19900 [7:11:06<2:21:53,  1.46s/it]
 71%|███████   | 14053/19900 [7:11:08<2:20:01,  1.44s/it]
 71%|███████   | 14054/19900 [7:11:09<2:18:06,  1.42s/it]
 71%|███████   | 14055/19900 [7:11:11<2:19:14,  1.43s/it]
 71%|███████   | 14056/19900 [7:11:12<2:16:10,  1.40s/it]
 71%|███████   | 14057/19900 [7:11:13<2:13:53,  1.37s/it]
 71%|███████   | 14058/19900 [7:11:15<2:11:25,  1.35s/it]
 71%|███████   | 14059/19900 [7:11:16<2:08:48,  1.32s/it]
 71%|███████   | 14060/19900 [7:11:17<2:07:24,  1.31s/it]
 71%|███████   | 14061/19900 [7:11:18<2:06:04,  1.30s/it]
 71%|███████   | 14062/19900 [7:11:20<2:03:37,  1.27s/it]
 71%|███████   | 14063/19900 [7:11:21<2:03:05,  1.27s/it]
 71%|███████   | 14064/19900 [7:11:22<2:02:58,  1.26s/it]
 71%|███████   | 14065/19900 [7:11:23<2:01:45,  1.25s/it]
 71%|███████   | 14066/19900 [7:11:25<1:59:36,  1.23s/it]
 71%|███████   | 14067/19900 [7:11:26<1:59:01,  1.22s/it]
 71%|███████   | 14068/19900 [7:11:27<1:59:33,  1.23s/it]
 71%|███████   | 14069/19900 [7:11:28<1:57:00,  1.20s/it]
 71%|███████   | 14070/19900 [7:11:29<1:53:54,  1.17s/it]
 71%|███████   | 14071/19900 [7:11:30<1:51:57,  1.15s/it]
 71%|███████   | 14072/19900 [7:11:31<1:52:36,  1.16s/it]
 71%|███████   | 14073/19900 [7:11:33<1:49:04,  1.12s/it]
 71%|███████   | 14074/19900 [7:11:34<1:47:26,  1.11s/it]
 71%|███████   | 14075/19900 [7:11:35<1:45:03,  1.08s/it]
 71%|███████   | 14076/19900 [7:11:36<1:43:29,  1.07s/it]
 71%|███████   | 14077/19900 [7:11:37<1:40:21,  1.03s/it]
 71%|███████   | 14078/19900 [7:11:39<2:17:59,  1.42s/it]
 71%|███████   | 14079/19900 [7:11:41<2:37:11,  1.62s/it]
 71%|███████   | 14080/19900 [7:11:43<2:46:25,  1.72s/it]
 71%|███████   | 14081/19900 [7:11:45<2:52:43,  1.78s/it]
 71%|███████   | 14082/19900 [7:11:47<2:56:35,  1.82s/it]
 71%|███████   | 14083/19900 [7:11:49<2:56:14,  1.82s/it]
 71%|███████   | 14084/19900 [7:11:50<2:54:31,  1.80s/it]
 71%|███████   | 14085/19900 [7:11:52<2:53:40,  1.79s/it]
 71%|███████   | 14086/19900 [7:11:54<2:51:21,  1.77s/it]
 71%|███████   | 14087/19900 [7:11:56<2:47:48,  1.73s/it]
 71%|███████   | 14088/19900 [7:11:57<2:44:15,  1.70s/it]
 71%|███████   | 14089/19900 [7:11:59<2:42:34,  1.68s/it]
 71%|███████   | 14090/19900 [7:12:00<2:39:08,  1.64s/it]
 71%|███████   | 14091/19900 [7:12:02<2:35:52,  1.61s/it]
 71%|███████   | 14092/19900 [7:12:03<2:35:06,  1.60s/it]
 71%|███████   | 14093/19900 [7:12:05<2:34:02,  1.59s/it]
 71%|███████   | 14094/19900 [7:12:07<2:32:12,  1.57s/it]
 71%|███████   | 14095/19900 [7:12:08<2:31:28,  1.57s/it]
 71%|███████   | 14096/19900 [7:12:10<2:29:18,  1.54s/it]
 71%|███████   | 14097/19900 [7:12:11<2:30:42,  1.56s/it]
 71%|███████   | 14098/19900 [7:12:13<2:27:51,  1.53s/it]
 71%|███████   | 14099/19900 [7:12:14<2:27:37,  1.53s/it]
 71%|███████   | 14100/19900 [7:12:16<2:26:38,  1.52s/it]
                                                         

 71%|███████   | 14100/19900 [7:12:16<2:26:38,  1.52s/it]
 71%|███████   | 14101/19900 [7:12:17<2:24:27,  1.49s/it]
 71%|███████   | 14102/19900 [7:12:19<2:22:08,  1.47s/it]
 71%|███████   | 14103/19900 [7:12:20<2:19:36,  1.44s/it]
 71%|███████   | 14104/19900 [7:12:21<2:17:01,  1.42s/it]
 71%|███████   | 14105/19900 [7:12:23<2:15:38,  1.40s/it]
 71%|███████   | 14106/19900 [7:12:24<2:14:41,  1.39s/it]
 71%|███████   | 14107/19900 [7:12:25<2:12:50,  1.38s/it]
 71%|███████   | 14108/19900 [7:12:27<2:09:39,  1.34s/it]
 71%|███████   | 14109/19900 [7:12:28<2:07:15,  1.32s/it]
 71%|███████   | 14110/19900 [7:12:29<2:06:27,  1.31s/it]
 71%|███████   | 14111/19900 [7:12:30<2:04:05,  1.29s/it]
 71%|███████   | 14112/19900 [7:12:32<2:02:14,  1.27s/it]
 71%|███████   | 14113/19900 [7:12:33<2:01:03,  1.26s/it]
 71%|███████   | 14114/19900 [7:12:34<1:59:51,  1.24s/it]
 71%|███████   | 14115/19900 [7:12:35<1:57:09,  1.22s/it]
 71%|███████   | 14116/19900 [7:12:36<1:56:29,  1.21s/it]
 71%|███████   | 14117/19900 [7:12:38<1:55:01,  1.19s/it]
 71%|███████   | 14118/19900 [7:12:39<1:53:51,  1.18s/it]
 71%|███████   | 14119/19900 [7:12:40<1:53:35,  1.18s/it]
 71%|███████   | 14120/19900 [7:12:41<1:52:30,  1.17s/it]
 71%|███████   | 14121/19900 [7:12:42<1:49:18,  1.13s/it]
 71%|███████   | 14122/19900 [7:12:43<1:45:48,  1.10s/it]
 71%|███████   | 14123/19900 [7:12:44<1:44:20,  1.08s/it]
 71%|███████   | 14124/19900 [7:12:45<1:41:23,  1.05s/it]
 71%|███████   | 14125/19900 [7:12:46<1:39:50,  1.04s/it]
 71%|███████   | 14126/19900 [7:12:47<1:35:41,  1.01it/s]
 71%|███████   | 14127/19900 [7:12:49<2:03:29,  1.28s/it]
 71%|███████   | 14128/19900 [7:12:50<2:10:05,  1.35s/it]
 71%|███████   | 14129/19900 [7:12:52<2:06:58,  1.32s/it]
 71%|███████   | 14130/19900 [7:12:55<2:49:33,  1.76s/it]
 71%|███████   | 14131/19900 [7:12:57<2:58:18,  1.85s/it]
 71%|███████   | 14132/19900 [7:12:59<3:00:23,  1.88s/it]
 71%|███████   | 14133/19900 [7:13:00<3:01:43,  1.89s/it]
 71%|███████   | 14134/19900 [7:13:02<3:00:46,  1.88s/it]
 71%|███████   | 14135/19900 [7:13:04<2:59:03,  1.86s/it]
 71%|███████   | 14136/19900 [7:13:06<2:56:21,  1.84s/it]
 71%|███████   | 14137/19900 [7:13:08<2:50:31,  1.78s/it]
 71%|███████   | 14138/19900 [7:13:09<2:46:50,  1.74s/it]
 71%|███████   | 14139/19900 [7:13:11<2:45:12,  1.72s/it]
 71%|███████   | 14140/19900 [7:13:13<2:43:38,  1.70s/it]
 71%|███████   | 14141/19900 [7:13:14<2:40:25,  1.67s/it]
 71%|███████   | 14142/19900 [7:13:16<2:37:23,  1.64s/it]
 71%|███████   | 14143/19900 [7:13:17<2:36:20,  1.63s/it]
 71%|███████   | 14144/19900 [7:13:19<2:36:35,  1.63s/it]
 71%|███████   | 14145/19900 [7:13:20<2:32:24,  1.59s/it]
 71%|███████   | 14146/19900 [7:13:22<2:30:18,  1.57s/it]
 71%|███████   | 14147/19900 [7:13:23<2:27:48,  1.54s/it]
 71%|███████   | 14148/19900 [7:13:25<2:26:32,  1.53s/it]
 71%|███████   | 14149/19900 [7:13:26<2:25:46,  1.52s/it]
 71%|███████   | 14150/19900 [7:13:28<2:23:18,  1.50s/it]
 71%|███████   | 14151/19900 [7:13:29<2:21:17,  1.47s/it]
 71%|███████   | 14152/19900 [7:13:31<2:21:44,  1.48s/it]
 71%|███████   | 14153/19900 [7:13:32<2:20:04,  1.46s/it]
 71%|███████   | 14154/19900 [7:13:34<2:18:39,  1.45s/it]
 71%|███████   | 14155/19900 [7:13:35<2:16:41,  1.43s/it]
 71%|███████   | 14156/19900 [7:13:36<2:15:27,  1.41s/it]
 71%|███████   | 14157/19900 [7:13:38<2:15:33,  1.42s/it]
 71%|███████   | 14158/19900 [7:13:39<2:14:36,  1.41s/it]
 71%|███████   | 14159/19900 [7:13:40<2:11:19,  1.37s/it]
 71%|███████   | 14160/19900 [7:13:42<2:07:39,  1.33s/it]
 71%|███████   | 14161/19900 [7:13:43<2:07:23,  1.33s/it]
 71%|███████   | 14162/19900 [7:13:44<2:07:02,  1.33s/it]
 71%|███████   | 14163/19900 [7:13:46<2:04:33,  1.30s/it]
 71%|███████   | 14164/19900 [7:13:47<2:02:36,  1.28s/it]
 71%|███████   | 14165/19900 [7:13:48<2:00:34,  1.26s/it]
 71%|███████   | 14166/19900 [7:13:49<1:58:45,  1.24s/it]
 71%|███████   | 14167/19900 [7:13:51<2:00:35,  1.26s/it]
 71%|███████   | 14168/19900 [7:13:52<1:59:02,  1.25s/it]
 71%|███████   | 14169/19900 [7:13:53<1:59:10,  1.25s/it]
 71%|███████   | 14170/19900 [7:13:54<1:55:58,  1.21s/it]
 71%|███████   | 14171/19900 [7:13:55<1:52:44,  1.18s/it]
 71%|███████   | 14172/19900 [7:13:56<1:50:41,  1.16s/it]
 71%|███████   | 14173/19900 [7:13:57<1:49:05,  1.14s/it]
 71%|███████   | 14174/19900 [7:13:58<1:45:05,  1.10s/it]
 71%|███████   | 14175/19900 [7:14:00<1:44:30,  1.10s/it]
 71%|███████   | 14176/19900 [7:14:01<1:41:37,  1.07s/it]
 71%|███████   | 14177/19900 [7:14:02<1:39:59,  1.05s/it]
 71%|███████   | 14178/19900 [7:14:02<1:34:16,  1.01it/s]
 71%|███████▏  | 14179/19900 [7:14:05<2:14:58,  1.42s/it]
 71%|███████▏  | 14180/19900 [7:14:07<2:36:38,  1.64s/it]
 71%|███████▏  | 14181/19900 [7:14:09<2:47:37,  1.76s/it]
 71%|███████▏  | 14182/19900 [7:14:11<2:53:51,  1.82s/it]
 71%|███████▏  | 14183/19900 [7:14:13<2:53:42,  1.82s/it]
 71%|███████▏  | 14184/19900 [7:14:15<2:53:08,  1.82s/it]
 71%|███████▏  | 14185/19900 [7:14:16<2:52:51,  1.81s/it]
 71%|███████▏  | 14186/19900 [7:14:18<2:50:16,  1.79s/it]
 71%|███████▏  | 14187/19900 [7:14:20<2:46:38,  1.75s/it]
 71%|███████▏  | 14188/19900 [7:14:21<2:43:32,  1.72s/it]
 71%|███████▏  | 14189/19900 [7:14:23<2:40:18,  1.68s/it]
 71%|███████▏  | 14190/19900 [7:14:25<2:42:24,  1.71s/it]
 71%|███████▏  | 14191/19900 [7:14:26<2:40:45,  1.69s/it]
 71%|███████▏  | 14192/19900 [7:14:28<2:38:19,  1.66s/it]
 71%|███████▏  | 14193/19900 [7:14:30<2:37:04,  1.65s/it]
 71%|███████▏  | 14194/19900 [7:14:31<2:33:31,  1.61s/it]
 71%|███████▏  | 14195/19900 [7:14:33<2:33:34,  1.62s/it]
 71%|███████▏  | 14196/19900 [7:14:34<2:30:30,  1.58s/it]
 71%|███████▏  | 14197/19900 [7:14:36<2:28:23,  1.56s/it]
 71%|███████▏  | 14198/19900 [7:14:37<2:27:05,  1.55s/it]
 71%|███████▏  | 14199/19900 [7:14:39<2:26:45,  1.54s/it]
 71%|███████▏  | 14200/19900 [7:14:40<2:23:01,  1.51s/it]
                                                         

 71%|███████▏  | 14200/19900 [7:14:40<2:23:01,  1.51s/it]
 71%|███████▏  | 14201/19900 [7:14:42<2:21:28,  1.49s/it]
 71%|███████▏  | 14202/19900 [7:14:43<2:19:29,  1.47s/it]
 71%|███████▏  | 14203/19900 [7:14:45<2:18:41,  1.46s/it]
 71%|███████▏  | 14204/19900 [7:14:46<2:17:45,  1.45s/it]
 71%|███████▏  | 14205/19900 [7:14:47<2:15:29,  1.43s/it]
 71%|███████▏  | 14206/19900 [7:14:49<2:12:37,  1.40s/it]
 71%|███████▏  | 14207/19900 [7:14:50<2:09:50,  1.37s/it]
 71%|███████▏  | 14208/19900 [7:14:51<2:08:07,  1.35s/it]
 71%|███████▏  | 14209/19900 [7:14:53<2:05:19,  1.32s/it]
 71%|███████▏  | 14210/19900 [7:14:54<2:03:03,  1.30s/it]
 71%|███████▏  | 14211/19900 [7:14:55<2:01:08,  1.28s/it]
 71%|███████▏  | 14212/19900 [7:14:56<2:00:13,  1.27s/it]
 71%|███████▏  | 14213/19900 [7:14:58<2:00:51,  1.28s/it]
 71%|███████▏  | 14214/19900 [7:14:59<1:58:26,  1.25s/it]
 71%|███████▏  | 14215/19900 [7:15:00<1:58:02,  1.25s/it]
 71%|███████▏  | 14216/19900 [7:15:01<1:56:57,  1.23s/it]
 71%|███████▏  | 14217/19900 [7:15:02<1:55:41,  1.22s/it]
 71%|███████▏  | 14218/19900 [7:15:04<1:52:53,  1.19s/it]
 71%|███████▏  | 14219/19900 [7:15:05<1:51:03,  1.17s/it]
 71%|███████▏  | 14220/19900 [7:15:06<1:49:13,  1.15s/it]
 71%|███████▏  | 14221/19900 [7:15:07<1:47:29,  1.14s/it]
 71%|███████▏  | 14222/19900 [7:15:08<1:45:22,  1.11s/it]
 71%|███████▏  | 14223/19900 [7:15:09<1:44:38,  1.11s/it]
 71%|███████▏  | 14224/19900 [7:15:10<1:44:55,  1.11s/it]
 71%|███████▏  | 14225/19900 [7:15:11<1:41:19,  1.07s/it]
 71%|███████▏  | 14226/19900 [7:15:12<1:34:11,  1.00it/s]
 71%|███████▏  | 14227/19900 [7:15:13<1:27:36,  1.08it/s]
 71%|███████▏  | 14228/19900 [7:15:15<2:06:30,  1.34s/it]
 72%|███████▏  | 14229/19900 [7:15:17<2:27:59,  1.57s/it]
 72%|███████▏  | 14230/19900 [7:15:19<2:39:47,  1.69s/it]
 72%|███████▏  | 14231/19900 [7:15:21<2:44:31,  1.74s/it]
 72%|███████▏  | 14232/19900 [7:15:23<2:48:51,  1.79s/it]
 72%|███████▏  | 14233/19900 [7:15:25<2:48:16,  1.78s/it]
 72%|███████▏  | 14234/19900 [7:15:26<2:48:05,  1.78s/it]
 72%|███████▏  | 14235/19900 [7:15:28<2:46:49,  1.77s/it]
 72%|███████▏  | 14236/19900 [7:15:30<2:44:53,  1.75s/it]
 72%|███████▏  | 14237/19900 [7:15:32<2:43:36,  1.73s/it]
 72%|███████▏  | 14238/19900 [7:15:33<2:41:15,  1.71s/it]
 72%|███████▏  | 14239/19900 [7:15:35<2:35:54,  1.65s/it]
 72%|███████▏  | 14240/19900 [7:15:36<2:32:06,  1.61s/it]
 72%|███████▏  | 14241/19900 [7:15:38<2:27:54,  1.57s/it]
 72%|███████▏  | 14242/19900 [7:15:39<2:25:00,  1.54s/it]
 72%|███████▏  | 14243/19900 [7:15:41<2:22:15,  1.51s/it]
 72%|███████▏  | 14244/19900 [7:15:42<2:19:26,  1.48s/it]
 72%|███████▏  | 14245/19900 [7:15:43<2:18:22,  1.47s/it]
 72%|███████▏  | 14246/19900 [7:15:45<2:18:25,  1.47s/it]
 72%|███████▏  | 14247/19900 [7:15:46<2:17:47,  1.46s/it]
 72%|███████▏  | 14248/19900 [7:15:48<2:17:14,  1.46s/it]
 72%|███████▏  | 14249/19900 [7:15:49<2:17:18,  1.46s/it]
 72%|███████▏  | 14250/19900 [7:15:51<2:17:59,  1.47s/it]
 72%|███████▏  | 14251/19900 [7:15:52<2:16:55,  1.45s/it]
 72%|███████▏  | 14252/19900 [7:15:54<2:15:41,  1.44s/it]
 72%|███████▏  | 14253/19900 [7:15:55<2:15:34,  1.44s/it]
 72%|███████▏  | 14254/19900 [7:15:56<2:12:42,  1.41s/it]
 72%|███████▏  | 14255/19900 [7:15:58<2:10:32,  1.39s/it]
 72%|███████▏  | 14256/19900 [7:15:59<2:08:11,  1.36s/it]
 72%|███████▏  | 14257/19900 [7:16:00<2:05:35,  1.34s/it]
 72%|███████▏  | 14258/19900 [7:16:02<2:04:08,  1.32s/it]
 72%|███████▏  | 14259/19900 [7:16:03<2:02:46,  1.31s/it]
 72%|███████▏  | 14260/19900 [7:16:04<2:01:52,  1.30s/it]
 72%|███████▏  | 14261/19900 [7:16:05<1:58:04,  1.26s/it]
 72%|███████▏  | 14262/19900 [7:16:07<1:55:56,  1.23s/it]
 72%|███████▏  | 14263/19900 [7:16:08<1:54:54,  1.22s/it]
 72%|███████▏  | 14264/19900 [7:16:09<1:55:11,  1.23s/it]
 72%|███████▏  | 14265/19900 [7:16:10<1:54:55,  1.22s/it]
 72%|███████▏  | 14266/19900 [7:16:11<1:57:09,  1.25s/it]
 72%|███████▏  | 14267/19900 [7:16:13<1:55:00,  1.23s/it]
 72%|███████▏  | 14268/19900 [7:16:14<1:53:13,  1.21s/it]
 72%|███████▏  | 14269/19900 [7:16:15<1:49:55,  1.17s/it]
 72%|███████▏  | 14270/19900 [7:16:16<1:48:08,  1.15s/it]
 72%|███████▏  | 14271/19900 [7:16:17<1:44:31,  1.11s/it]
 72%|███████▏  | 14272/19900 [7:16:18<1:43:31,  1.10s/it]
 72%|███████▏  | 14273/19900 [7:16:19<1:40:23,  1.07s/it]
 72%|███████▏  | 14274/19900 [7:16:20<1:39:29,  1.06s/it]
 72%|███████▏  | 14275/19900 [7:16:21<1:38:06,  1.05s/it]
 72%|███████▏  | 14276/19900 [7:16:22<1:36:25,  1.03s/it]
 72%|███████▏  | 14277/19900 [7:16:24<2:14:00,  1.43s/it]
 72%|███████▏  | 14278/19900 [7:16:27<2:34:23,  1.65s/it]
 72%|███████▏  | 14279/19900 [7:16:29<2:43:30,  1.75s/it]
 72%|███████▏  | 14280/19900 [7:16:31<2:47:44,  1.79s/it]
 72%|███████▏  | 14281/19900 [7:16:32<2:49:00,  1.80s/it]
 72%|███████▏  | 14282/19900 [7:16:34<2:48:45,  1.80s/it]
 72%|███████▏  | 14283/19900 [7:16:36<2:47:14,  1.79s/it]
 72%|███████▏  | 14284/19900 [7:16:38<2:44:42,  1.76s/it]
 72%|███████▏  | 14285/19900 [7:16:39<2:45:11,  1.77s/it]
 72%|███████▏  | 14286/19900 [7:16:41<2:43:48,  1.75s/it]
 72%|███████▏  | 14287/19900 [7:16:43<2:39:54,  1.71s/it]
 72%|███████▏  | 14288/19900 [7:16:44<2:36:28,  1.67s/it]
 72%|███████▏  | 14289/19900 [7:16:46<2:33:15,  1.64s/it]
 72%|███████▏  | 14290/19900 [7:16:47<2:33:18,  1.64s/it]
 72%|███████▏  | 14291/19900 [7:16:49<2:31:34,  1.62s/it]
 72%|███████▏  | 14292/19900 [7:16:51<2:29:25,  1.60s/it]
 72%|███████▏  | 14293/19900 [7:16:52<2:27:12,  1.58s/it]
 72%|███████▏  | 14294/19900 [7:16:54<2:25:20,  1.56s/it]
 72%|███████▏  | 14295/19900 [7:16:55<2:23:16,  1.53s/it]
 72%|███████▏  | 14296/19900 [7:16:57<2:22:01,  1.52s/it]
 72%|███████▏  | 14297/19900 [7:16:58<2:21:01,  1.51s/it]
 72%|███████▏  | 14298/19900 [7:17:00<2:19:28,  1.49s/it]
 72%|███████▏  | 14299/19900 [7:17:01<2:18:13,  1.48s/it]
 72%|███████▏  | 14300/19900 [7:17:02<2:17:56,  1.48s/it]
                                                         

 72%|███████▏  | 14300/19900 [7:17:02<2:17:56,  1.48s/it]
 72%|███████▏  | 14301/19900 [7:17:04<2:16:12,  1.46s/it]
 72%|███████▏  | 14302/19900 [7:17:05<2:14:18,  1.44s/it]
 72%|███████▏  | 14303/19900 [7:17:07<2:13:20,  1.43s/it]
 72%|███████▏  | 14304/19900 [7:17:08<2:11:27,  1.41s/it]
 72%|███████▏  | 14305/19900 [7:17:09<2:09:56,  1.39s/it]
 72%|███████▏  | 14306/19900 [7:17:11<2:07:36,  1.37s/it]
 72%|███████▏  | 14307/19900 [7:17:12<2:05:25,  1.35s/it]
 72%|███████▏  | 14308/19900 [7:17:13<2:03:17,  1.32s/it]
 72%|███████▏  | 14309/19900 [7:17:15<2:00:55,  1.30s/it]
 72%|███████▏  | 14310/19900 [7:17:16<1:59:30,  1.28s/it]
 72%|███████▏  | 14311/19900 [7:17:17<1:59:44,  1.29s/it]
 72%|███████▏  | 14312/19900 [7:17:18<1:58:48,  1.28s/it]
 72%|███████▏  | 14313/19900 [7:17:19<1:55:45,  1.24s/it]
 72%|███████▏  | 14314/19900 [7:17:21<1:54:02,  1.22s/it]
 72%|███████▏  | 14315/19900 [7:17:22<1:52:56,  1.21s/it]
 72%|███████▏  | 14316/19900 [7:17:23<1:51:50,  1.20s/it]
 72%|███████▏  | 14317/19900 [7:17:24<1:51:26,  1.20s/it]
 72%|███████▏  | 14318/19900 [7:17:25<1:47:52,  1.16s/it]
 72%|███████▏  | 14319/19900 [7:17:26<1:47:31,  1.16s/it]
 72%|███████▏  | 14320/19900 [7:17:27<1:44:21,  1.12s/it]
 72%|███████▏  | 14321/19900 [7:17:29<1:43:04,  1.11s/it]
 72%|███████▏  | 14322/19900 [7:17:30<1:41:08,  1.09s/it]
 72%|███████▏  | 14323/19900 [7:17:31<1:35:47,  1.03s/it]
 72%|███████▏  | 14324/19900 [7:17:31<1:30:33,  1.03it/s]
 72%|███████▏  | 14325/19900 [7:17:32<1:25:08,  1.09it/s]
 72%|███████▏  | 14326/19900 [7:17:34<1:48:22,  1.17s/it]
 72%|███████▏  | 14327/19900 [7:17:35<1:54:43,  1.24s/it]
 72%|███████▏  | 14328/19900 [7:17:36<1:52:17,  1.21s/it]
 72%|███████▏  | 14329/19900 [7:17:39<2:33:40,  1.66s/it]
 72%|███████▏  | 14330/19900 [7:17:41<2:44:55,  1.78s/it]
 72%|███████▏  | 14331/19900 [7:17:43<2:49:33,  1.83s/it]
 72%|███████▏  | 14332/19900 [7:17:45<2:50:12,  1.83s/it]
 72%|███████▏  | 14333/19900 [7:17:47<2:49:29,  1.83s/it]
 72%|███████▏  | 14334/19900 [7:17:49<2:49:43,  1.83s/it]
 72%|███████▏  | 14335/19900 [7:17:50<2:48:21,  1.82s/it]
 72%|███████▏  | 14336/19900 [7:17:52<2:45:35,  1.79s/it]
 72%|███████▏  | 14337/19900 [7:17:54<2:44:13,  1.77s/it]
 72%|███████▏  | 14338/19900 [7:17:56<2:40:51,  1.74s/it]
 72%|███████▏  | 14339/19900 [7:17:57<2:37:10,  1.70s/it]
 72%|███████▏  | 14340/19900 [7:17:59<2:34:00,  1.66s/it]
 72%|███████▏  | 14341/19900 [7:18:00<2:34:46,  1.67s/it]
 72%|███████▏  | 14342/19900 [7:18:02<2:31:40,  1.64s/it]
 72%|███████▏  | 14343/19900 [7:18:03<2:29:15,  1.61s/it]
 72%|███████▏  | 14344/19900 [7:18:05<2:27:58,  1.60s/it]
 72%|███████▏  | 14345/19900 [7:18:07<2:26:46,  1.59s/it]
 72%|███████▏  | 14346/19900 [7:18:08<2:26:38,  1.58s/it]
 72%|███████▏  | 14347/19900 [7:18:10<2:21:53,  1.53s/it]
 72%|███████▏  | 14348/19900 [7:18:11<2:18:08,  1.49s/it]
 72%|███████▏  | 14349/19900 [7:18:12<2:16:56,  1.48s/it]
 72%|███████▏  | 14350/19900 [7:18:14<2:16:07,  1.47s/it]
 72%|███████▏  | 14351/19900 [7:18:15<2:15:39,  1.47s/it]
 72%|███████▏  | 14352/19900 [7:18:17<2:14:38,  1.46s/it]
 72%|███████▏  | 14353/19900 [7:18:18<2:13:43,  1.45s/it]
 72%|███████▏  | 14354/19900 [7:18:20<2:11:56,  1.43s/it]
 72%|███████▏  | 14355/19900 [7:18:21<2:10:01,  1.41s/it]
 72%|███████▏  | 14356/19900 [7:18:22<2:07:24,  1.38s/it]
 72%|███████▏  | 14357/19900 [7:18:24<2:06:37,  1.37s/it]
 72%|███████▏  | 14358/19900 [7:18:25<2:04:12,  1.34s/it]
 72%|███████▏  | 14359/19900 [7:18:26<2:02:05,  1.32s/it]
 72%|███████▏  | 14360/19900 [7:18:27<2:00:24,  1.30s/it]
 72%|███████▏  | 14361/19900 [7:18:29<2:00:11,  1.30s/it]
 72%|███████▏  | 14362/19900 [7:18:30<1:58:41,  1.29s/it]
 72%|███████▏  | 14363/19900 [7:18:31<1:59:17,  1.29s/it]
 72%|███████▏  | 14364/19900 [7:18:33<1:57:14,  1.27s/it]
 72%|███████▏  | 14365/19900 [7:18:34<1:54:36,  1.24s/it]
 72%|███████▏  | 14366/19900 [7:18:35<1:52:39,  1.22s/it]
 72%|███████▏  | 14367/19900 [7:18:36<1:51:13,  1.21s/it]
 72%|███████▏  | 14368/19900 [7:18:37<1:51:15,  1.21s/it]
 72%|███████▏  | 14369/19900 [7:18:38<1:48:21,  1.18s/it]
 72%|███████▏  | 14370/19900 [7:18:39<1:45:49,  1.15s/it]
 72%|███████▏  | 14371/19900 [7:18:40<1:42:20,  1.11s/it]
 72%|███████▏  | 14372/19900 [7:18:42<1:40:38,  1.09s/it]
 72%|███████▏  | 14373/19900 [7:18:43<1:41:28,  1.10s/it]
 72%|███████▏  | 14374/19900 [7:18:44<1:38:35,  1.07s/it]
 72%|███████▏  | 14375/19900 [7:18:45<1:38:35,  1.07s/it]
 72%|███████▏  | 14376/19900 [7:18:46<1:35:43,  1.04s/it]
 72%|███████▏  | 14377/19900 [7:18:47<1:31:56,  1.00it/s]
 72%|███████▏  | 14378/19900 [7:18:49<2:09:44,  1.41s/it]
 72%|███████▏  | 14379/19900 [7:18:51<2:30:46,  1.64s/it]
 72%|███████▏  | 14380/19900 [7:18:53<2:39:04,  1.73s/it]
 72%|███████▏  | 14381/19900 [7:18:55<2:44:01,  1.78s/it]
 72%|███████▏  | 14382/19900 [7:18:57<2:46:43,  1.81s/it]
 72%|███████▏  | 14383/19900 [7:18:59<2:47:02,  1.82s/it]
 72%|███████▏  | 14384/19900 [7:19:01<2:48:06,  1.83s/it]
 72%|███████▏  | 14385/19900 [7:19:02<2:44:49,  1.79s/it]
 72%|███████▏  | 14386/19900 [7:19:04<2:43:33,  1.78s/it]
 72%|███████▏  | 14387/19900 [7:19:06<2:40:18,  1.74s/it]
 72%|███████▏  | 14388/19900 [7:19:07<2:38:37,  1.73s/it]
 72%|███████▏  | 14389/19900 [7:19:09<2:35:49,  1.70s/it]
 72%|███████▏  | 14390/19900 [7:19:11<2:33:08,  1.67s/it]
 72%|███████▏  | 14391/19900 [7:19:12<2:30:32,  1.64s/it]
 72%|███████▏  | 14392/19900 [7:19:14<2:29:23,  1.63s/it]
 72%|███████▏  | 14393/19900 [7:19:15<2:26:18,  1.59s/it]
 72%|███████▏  | 14394/19900 [7:19:17<2:27:52,  1.61s/it]
 72%|███████▏  | 14395/19900 [7:19:18<2:27:04,  1.60s/it]
 72%|███████▏  | 14396/19900 [7:19:20<2:25:58,  1.59s/it]
 72%|███████▏  | 14397/19900 [7:19:22<2:24:52,  1.58s/it]
 72%|███████▏  | 14398/19900 [7:19:23<2:23:07,  1.56s/it]
 72%|███████▏  | 14399/19900 [7:19:25<2:20:36,  1.53s/it]
 72%|███████▏  | 14400/19900 [7:19:26<2:22:15,  1.55s/it]
                                                         

 72%|███████▏  | 14400/19900 [7:19:26<2:22:15,  1.55s/it]
 72%|███████▏  | 14401/19900 [7:19:28<2:19:10,  1.52s/it]
 72%|███████▏  | 14402/19900 [7:19:29<2:16:54,  1.49s/it]
 72%|███████▏  | 14403/19900 [7:19:30<2:14:01,  1.46s/it]
 72%|███████▏  | 14404/19900 [7:19:32<2:11:51,  1.44s/it]
 72%|███████▏  | 14405/19900 [7:19:33<2:11:47,  1.44s/it]
 72%|███████▏  | 14406/19900 [7:19:35<2:08:19,  1.40s/it]
 72%|███████▏  | 14407/19900 [7:19:36<2:08:47,  1.41s/it]
 72%|███████▏  | 14408/19900 [7:19:37<2:07:03,  1.39s/it]
 72%|███████▏  | 14409/19900 [7:19:39<2:04:04,  1.36s/it]
 72%|███████▏  | 14410/19900 [7:19:40<2:00:55,  1.32s/it]
 72%|███████▏  | 14411/19900 [7:19:41<1:58:27,  1.29s/it]
 72%|███████▏  | 14412/19900 [7:19:42<2:00:03,  1.31s/it]
 72%|███████▏  | 14413/19900 [7:19:44<1:58:11,  1.29s/it]
 72%|███████▏  | 14414/19900 [7:19:45<1:57:44,  1.29s/it]
 72%|███████▏  | 14415/19900 [7:19:46<1:54:48,  1.26s/it]
 72%|███████▏  | 14416/19900 [7:19:47<1:54:00,  1.25s/it]
 72%|███████▏  | 14417/19900 [7:19:49<1:53:05,  1.24s/it]
 72%|███████▏  | 14418/19900 [7:19:50<1:51:34,  1.22s/it]
 72%|███████▏  | 14419/19900 [7:19:51<1:50:37,  1.21s/it]
 72%|███████▏  | 14420/19900 [7:19:52<1:47:08,  1.17s/it]
 72%|███████▏  | 14421/19900 [7:19:53<1:43:37,  1.13s/it]
 72%|███████▏  | 14422/19900 [7:19:54<1:41:07,  1.11s/it]
 72%|███████▏  | 14423/19900 [7:19:55<1:40:55,  1.11s/it]
 72%|███████▏  | 14424/19900 [7:19:56<1:37:22,  1.07s/it]
 72%|███████▏  | 14425/19900 [7:19:57<1:34:10,  1.03s/it]
 72%|███████▏  | 14426/19900 [7:19:58<1:30:52,  1.00it/s]
 72%|███████▏  | 14427/19900 [7:20:01<2:11:26,  1.44s/it]
 73%|███████▎  | 14428/19900 [7:20:03<2:30:01,  1.65s/it]
 73%|███████▎  | 14429/19900 [7:20:05<2:39:23,  1.75s/it]
 73%|███████▎  | 14430/19900 [7:20:07<2:43:20,  1.79s/it]
 73%|███████▎  | 14431/19900 [7:20:08<2:44:14,  1.80s/it]
 73%|███████▎  | 14432/19900 [7:20:10<2:46:19,  1.83s/it]
 73%|███████▎  | 14433/19900 [7:20:12<2:44:06,  1.80s/it]
 73%|███████▎  | 14434/19900 [7:20:14<2:40:55,  1.77s/it]
 73%|███████▎  | 14435/19900 [7:20:15<2:38:04,  1.74s/it]
 73%|███████▎  | 14436/19900 [7:20:17<2:35:36,  1.71s/it]
 73%|███████▎  | 14437/19900 [7:20:19<2:34:21,  1.70s/it]
 73%|███████▎  | 14438/19900 [7:20:20<2:31:42,  1.67s/it]
 73%|███████▎  | 14439/19900 [7:20:22<2:29:14,  1.64s/it]
 73%|███████▎  | 14440/19900 [7:20:23<2:27:09,  1.62s/it]
 73%|███████▎  | 14441/19900 [7:20:25<2:24:41,  1.59s/it]
 73%|███████▎  | 14442/19900 [7:20:26<2:22:52,  1.57s/it]
 73%|███████▎  | 14443/19900 [7:20:28<2:23:16,  1.58s/it]
 73%|███████▎  | 14444/19900 [7:20:30<2:21:27,  1.56s/it]
 73%|███████▎  | 14445/19900 [7:20:31<2:20:33,  1.55s/it]
 73%|███████▎  | 14446/19900 [7:20:33<2:17:39,  1.51s/it]
 73%|███████▎  | 14447/19900 [7:20:34<2:15:11,  1.49s/it]
 73%|███████▎  | 14448/19900 [7:20:35<2:14:10,  1.48s/it]
 73%|███████▎  | 14449/19900 [7:20:37<2:12:31,  1.46s/it]
 73%|███████▎  | 14450/19900 [7:20:38<2:17:33,  1.51s/it]
 73%|███████▎  | 14451/19900 [7:20:40<2:16:37,  1.50s/it]
 73%|███████▎  | 14452/19900 [7:20:41<2:11:45,  1.45s/it]
 73%|███████▎  | 14453/19900 [7:20:43<2:08:17,  1.41s/it]
 73%|███████▎  | 14454/19900 [7:20:44<2:05:21,  1.38s/it]
 73%|███████▎  | 14455/19900 [7:20:45<2:03:52,  1.37s/it]
 73%|███████▎  | 14456/19900 [7:20:47<2:01:14,  1.34s/it]
 73%|███████▎  | 14457/19900 [7:20:48<2:00:14,  1.33s/it]
 73%|███████▎  | 14458/19900 [7:20:49<2:01:20,  1.34s/it]
 73%|███████▎  | 14459/19900 [7:20:50<1:59:56,  1.32s/it]
 73%|███████▎  | 14460/19900 [7:20:52<1:58:19,  1.31s/it]
 73%|███████▎  | 14461/19900 [7:20:53<1:56:50,  1.29s/it]
 73%|███████▎  | 14462/19900 [7:20:54<1:54:29,  1.26s/it]
 73%|███████▎  | 14463/19900 [7:20:55<1:51:41,  1.23s/it]
 73%|███████▎  | 14464/19900 [7:20:57<1:50:49,  1.22s/it]
 73%|███████▎  | 14465/19900 [7:20:58<1:50:37,  1.22s/it]
 73%|███████▎  | 14466/19900 [7:20:59<1:48:29,  1.20s/it]
 73%|███████▎  | 14467/19900 [7:21:00<1:46:26,  1.18s/it]
 73%|███████▎  | 14468/19900 [7:21:01<1:44:37,  1.16s/it]
 73%|███████▎  | 14469/19900 [7:21:02<1:43:36,  1.14s/it]
 73%|███████▎  | 14470/19900 [7:21:03<1:41:26,  1.12s/it]
 73%|███████▎  | 14471/19900 [7:21:04<1:38:50,  1.09s/it]
 73%|███████▎  | 14472/19900 [7:21:05<1:36:24,  1.07s/it]
 73%|███████▎  | 14473/19900 [7:21:06<1:36:07,  1.06s/it]
 73%|███████▎  | 14474/19900 [7:21:07<1:34:13,  1.04s/it]
 73%|███████▎  | 14475/19900 [7:21:08<1:31:47,  1.02s/it]
 73%|███████▎  | 14476/19900 [7:21:11<2:08:37,  1.42s/it]
 73%|███████▎  | 14477/19900 [7:21:13<2:27:15,  1.63s/it]
 73%|███████▎  | 14478/19900 [7:21:15<2:35:52,  1.72s/it]
 73%|███████▎  | 14479/19900 [7:21:17<2:41:57,  1.79s/it]
 73%|███████▎  | 14480/19900 [7:21:19<2:41:39,  1.79s/it]
 73%|███████▎  | 14481/19900 [7:21:20<2:41:08,  1.78s/it]
 73%|███████▎  | 14482/19900 [7:21:22<2:42:09,  1.80s/it]
 73%|███████▎  | 14483/19900 [7:21:24<2:40:07,  1.77s/it]
 73%|███████▎  | 14484/19900 [7:21:26<2:37:32,  1.75s/it]
 73%|███████▎  | 14485/19900 [7:21:27<2:36:14,  1.73s/it]
 73%|███████▎  | 14486/19900 [7:21:29<2:34:05,  1.71s/it]
 73%|███████▎  | 14487/19900 [7:21:30<2:31:27,  1.68s/it]
 73%|███████▎  | 14488/19900 [7:21:32<2:29:10,  1.65s/it]
 73%|███████▎  | 14489/19900 [7:21:34<2:26:38,  1.63s/it]
 73%|███████▎  | 14490/19900 [7:21:35<2:24:09,  1.60s/it]
 73%|███████▎  | 14491/19900 [7:21:37<2:23:00,  1.59s/it]
 73%|███████▎  | 14492/19900 [7:21:38<2:21:10,  1.57s/it]
 73%|███████▎  | 14493/19900 [7:21:40<2:18:29,  1.54s/it]
 73%|███████▎  | 14494/19900 [7:21:41<2:16:51,  1.52s/it]
 73%|███████▎  | 14495/19900 [7:21:43<2:15:32,  1.50s/it]
 73%|███████▎  | 14496/19900 [7:21:44<2:14:50,  1.50s/it]
 73%|███████▎  | 14497/19900 [7:21:46<2:12:49,  1.48s/it]
 73%|███████▎  | 14498/19900 [7:21:47<2:12:00,  1.47s/it]
 73%|███████▎  | 14499/19900 [7:21:48<2:10:49,  1.45s/it]
 73%|███████▎  | 14500/19900 [7:21:50<2:10:08,  1.45s/it]
                                                         

 73%|███████▎  | 14500/19900 [7:21:50<2:10:08,  1.45s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.2778037786483765, 'eval_wer': 0.889790398918188, 'eval_cer': 0.3187109422864845, 'eval_runtime': 128.0452, 'eval_samples_per_second': 23.101, 'eval_steps_per_second': 2.89, 'epoch': 70.35}
{'loss': 2.2999, 'learning_rate': 2.4356145251396646e-05, 'epoch': 70.85}
{'loss': 2.3383, 'learning_rate': 2.3937150837988826e-05, 'epoch': 71.36}
{'loss': 2.312, 'learning_rate': 2.3518156424581005e-05, 'epoch': 71.86}
{'loss': 2.296, 'learning_rate': 2.309916201117318e-05, 'epoch': 72.36}
{'loss': 2.3099, 'learning_rate': 2.268016759776536e-05, 'epoch': 72.86}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.75it/s]

  1%|          | 3/370 [00:00<01:01,  5.93it/s]

  1%|          | 4/370 [00:00<01:23,  4.41it/s]

  1%|▏         | 5/370 [00:01<01:28,  4.13it/s]

  2%|▏         | 6/370 [00:01<01:25,  4.24it/s]

  2%|▏         | 7/370 [00:01<01:33,  3.90it/s]

  2%|▏         | 8/370 [00:01<01:28,  4.09it/s]

  2%|▏         | 9/370 [00:02<01:29,  4.05it/s]

  3%|▎         | 10/370 [00:02<01:27,  4.13it/s]

  3%|▎         | 11/370 [00:02<01:27,  4.11it/s]

  3%|▎         | 12/370 [00:02<01:27,  4.11it/s]

  4%|▎         | 13/370 [00:03<01:29,  3.99it/s]

  4%|▍         | 14/370 [00:03<01:33,  3.81it/s]

  4%|▍         | 15/370 [00:03<01:27,  4.06it/s]

  4%|▍         | 16/370 [00:03<01:42,  3.45it/s]

  5%|▍         | 17/370 [00:04<01:31,  3.88it/s]

  5%|▍         | 18/370 [00:04<01:22,  4.26it/s]

  5%|▌         | 19/370 [00:04<01:23,  4.21it/s]

  5%|▌         | 20/370 [00:04<01:23,  4.18it/s]

  6%|▌         | 21/370 [00:04<01:19,  4.37it/s]

  6%|▌         | 22/370 [00:05<01:15,  4.61it/s]

  6%|▌         | 23/370 [00:05<01:14,  4.68it/s]

  6%|▋         | 24/370 [00:05<01:19,  4.35it/s]

  7%|▋         | 25/370 [00:05<01:19,  4.33it/s]

  7%|▋         | 26/370 [00:06<01:15,  4.58it/s]

  7%|▋         | 27/370 [00:06<01:14,  4.59it/s]

  8%|▊         | 28/370 [00:06<01:15,  4.54it/s]

  8%|▊         | 29/370 [00:06<01:19,  4.31it/s]

  8%|▊         | 30/370 [00:07<01:19,  4.28it/s]

  8%|▊         | 31/370 [00:07<01:18,  4.34it/s]

  9%|▊         | 32/370 [00:07<01:16,  4.42it/s]

  9%|▉         | 33/370 [00:07<01:15,  4.47it/s]

  9%|▉         | 34/370 [00:07<01:15,  4.46it/s]

  9%|▉         | 35/370 [00:08<01:19,  4.21it/s]

 10%|▉         | 36/370 [00:08<01:20,  4.16it/s]

 10%|█         | 37/370 [00:08<01:15,  4.40it/s]

 10%|█         | 38/370 [00:08<01:15,  4.43it/s]

 11%|█         | 39/370 [00:09<01:11,  4.63it/s]

 11%|█         | 40/370 [00:09<01:13,  4.49it/s]

 11%|█         | 41/370 [00:09<01:11,  4.62it/s]

 11%|█▏        | 42/370 [00:09<01:13,  4.44it/s]

 12%|█▏        | 43/370 [00:09<01:14,  4.38it/s]

 12%|█▏        | 44/370 [00:10<01:13,  4.46it/s]

 12%|█▏        | 45/370 [00:10<01:19,  4.09it/s]

 12%|█▏        | 46/370 [00:10<01:16,  4.25it/s]

 13%|█▎        | 47/370 [00:10<01:22,  3.92it/s]

 13%|█▎        | 48/370 [00:11<01:24,  3.81it/s]

 13%|█▎        | 49/370 [00:11<01:17,  4.13it/s]

 14%|█▎        | 50/370 [00:11<01:10,  4.54it/s]

 14%|█▍        | 51/370 [00:11<01:13,  4.34it/s]

 14%|█▍        | 52/370 [00:12<01:08,  4.67it/s]

 14%|█▍        | 53/370 [00:12<01:10,  4.47it/s]

 15%|█▍        | 54/370 [00:12<01:07,  4.67it/s]

 15%|█▍        | 55/370 [00:12<01:11,  4.41it/s]

 15%|█▌        | 56/370 [00:13<01:16,  4.09it/s]

 15%|█▌        | 57/370 [00:13<01:08,  4.55it/s]

 16%|█▌        | 58/370 [00:13<01:12,  4.31it/s]

 16%|█▌        | 59/370 [00:13<01:10,  4.41it/s]

 16%|█▌        | 60/370 [00:13<01:06,  4.67it/s]

 16%|█▋        | 61/370 [00:14<01:05,  4.72it/s]

 17%|█▋        | 62/370 [00:14<01:06,  4.63it/s]

 17%|█▋        | 63/370 [00:14<01:02,  4.93it/s]

 17%|█▋        | 64/370 [00:14<01:01,  5.00it/s]

 18%|█▊        | 65/370 [00:14<01:03,  4.81it/s]

 18%|█▊        | 66/370 [00:15<01:02,  4.85it/s]

 18%|█▊        | 67/370 [00:15<01:05,  4.62it/s]

 18%|█▊        | 68/370 [00:15<01:09,  4.33it/s]

 19%|█▊        | 69/370 [00:15<01:04,  4.66it/s]

 19%|█▉        | 70/370 [00:15<01:03,  4.76it/s]

 19%|█▉        | 71/370 [00:16<01:06,  4.47it/s]

 19%|█▉        | 72/370 [00:16<01:01,  4.84it/s]

 20%|█▉        | 73/370 [00:16<01:02,  4.79it/s]

 20%|██        | 74/370 [00:16<01:05,  4.55it/s]

 20%|██        | 75/370 [00:17<01:06,  4.42it/s]

 21%|██        | 76/370 [00:17<01:03,  4.65it/s]

 21%|██        | 77/370 [00:17<01:00,  4.82it/s]

 21%|██        | 78/370 [00:17<01:02,  4.66it/s]

 21%|██▏       | 79/370 [00:17<01:03,  4.61it/s]

 22%|██▏       | 80/370 [00:18<01:03,  4.55it/s]

 22%|██▏       | 81/370 [00:18<01:01,  4.67it/s]

 22%|██▏       | 82/370 [00:18<01:01,  4.65it/s]

 22%|██▏       | 83/370 [00:18<01:03,  4.53it/s]

 23%|██▎       | 84/370 [00:19<01:04,  4.43it/s]

 23%|██▎       | 85/370 [00:19<01:02,  4.60it/s]

 23%|██▎       | 86/370 [00:19<01:01,  4.63it/s]

 24%|██▎       | 87/370 [00:19<00:59,  4.74it/s]

 24%|██▍       | 88/370 [00:19<01:02,  4.49it/s]

 24%|██▍       | 89/370 [00:20<01:04,  4.39it/s]

 24%|██▍       | 90/370 [00:20<01:02,  4.49it/s]

 25%|██▍       | 91/370 [00:20<01:00,  4.60it/s]

 25%|██▍       | 92/370 [00:20<01:03,  4.40it/s]

 25%|██▌       | 93/370 [00:21<01:05,  4.21it/s]

 25%|██▌       | 94/370 [00:21<01:08,  4.00it/s]

 26%|██▌       | 95/370 [00:21<01:16,  3.58it/s]

 26%|██▌       | 96/370 [00:21<01:16,  3.60it/s]

 26%|██▌       | 97/370 [00:22<01:11,  3.84it/s]

 26%|██▋       | 98/370 [00:22<01:07,  4.04it/s]

 27%|██▋       | 99/370 [00:22<01:04,  4.20it/s]

 27%|██▋       | 100/370 [00:22<01:01,  4.41it/s]

 27%|██▋       | 101/370 [00:23<00:59,  4.50it/s]

 28%|██▊       | 102/370 [00:23<01:00,  4.46it/s]

 28%|██▊       | 103/370 [00:23<00:56,  4.74it/s]

 28%|██▊       | 104/370 [00:23<01:01,  4.34it/s]

 28%|██▊       | 105/370 [00:23<00:59,  4.43it/s]

 29%|██▊       | 106/370 [00:24<01:01,  4.30it/s]

 29%|██▉       | 107/370 [00:24<01:00,  4.36it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.49it/s]

 29%|██▉       | 109/370 [00:24<01:00,  4.32it/s]

 30%|██▉       | 110/370 [00:25<01:00,  4.27it/s]

 30%|███       | 111/370 [00:25<00:58,  4.42it/s]

 30%|███       | 112/370 [00:25<00:58,  4.39it/s]

 31%|███       | 113/370 [00:25<00:57,  4.45it/s]

 31%|███       | 114/370 [00:25<00:56,  4.52it/s]

 31%|███       | 115/370 [00:26<00:59,  4.29it/s]

 31%|███▏      | 116/370 [00:26<01:01,  4.11it/s]

 32%|███▏      | 117/370 [00:26<01:04,  3.93it/s]

 32%|███▏      | 118/370 [00:27<01:03,  3.98it/s]

 32%|███▏      | 119/370 [00:27<01:02,  4.02it/s]

 32%|███▏      | 120/370 [00:27<01:00,  4.15it/s]

 33%|███▎      | 121/370 [00:27<00:57,  4.30it/s]

 33%|███▎      | 122/370 [00:27<00:57,  4.33it/s]

 33%|███▎      | 123/370 [00:28<00:54,  4.50it/s]

 34%|███▎      | 124/370 [00:28<00:51,  4.81it/s]

 34%|███▍      | 125/370 [00:28<00:54,  4.49it/s]

 34%|███▍      | 126/370 [00:28<00:54,  4.51it/s]

 34%|███▍      | 127/370 [00:29<00:56,  4.27it/s]

 35%|███▍      | 128/370 [00:29<00:57,  4.22it/s]

 35%|███▍      | 129/370 [00:29<01:02,  3.89it/s]

 35%|███▌      | 130/370 [00:29<01:02,  3.85it/s]

 35%|███▌      | 131/370 [00:30<01:04,  3.73it/s]

 36%|███▌      | 132/370 [00:30<00:58,  4.05it/s]

 36%|███▌      | 133/370 [00:30<00:57,  4.13it/s]

 36%|███▌      | 134/370 [00:30<00:56,  4.17it/s]

 36%|███▋      | 135/370 [00:31<00:57,  4.11it/s]

 37%|███▋      | 136/370 [00:31<01:00,  3.87it/s]

 37%|███▋      | 137/370 [00:31<00:58,  3.96it/s]

 37%|███▋      | 138/370 [00:31<00:57,  4.04it/s]

 38%|███▊      | 139/370 [00:32<00:56,  4.10it/s]

 38%|███▊      | 140/370 [00:32<00:54,  4.25it/s]

 38%|███▊      | 141/370 [00:32<00:56,  4.04it/s]

 38%|███▊      | 142/370 [00:32<00:57,  3.98it/s]

 39%|███▊      | 143/370 [00:33<00:55,  4.07it/s]

 39%|███▉      | 144/370 [00:33<00:56,  3.97it/s]

 39%|███▉      | 145/370 [00:33<00:59,  3.76it/s]

 39%|███▉      | 146/370 [00:33<00:58,  3.86it/s]

 40%|███▉      | 147/370 [00:34<00:56,  3.94it/s]

 40%|████      | 148/370 [00:34<00:57,  3.83it/s]

 40%|████      | 149/370 [00:34<00:56,  3.89it/s]

 41%|████      | 150/370 [00:34<00:51,  4.28it/s]

 41%|████      | 151/370 [00:34<00:48,  4.52it/s]

 41%|████      | 152/370 [00:35<00:51,  4.26it/s]

 41%|████▏     | 153/370 [00:35<00:51,  4.25it/s]

 42%|████▏     | 154/370 [00:35<00:50,  4.24it/s]

 42%|████▏     | 155/370 [00:35<00:49,  4.31it/s]

 42%|████▏     | 156/370 [00:36<00:51,  4.16it/s]

 42%|████▏     | 157/370 [00:36<00:51,  4.14it/s]

 43%|████▎     | 158/370 [00:36<00:50,  4.17it/s]

 43%|████▎     | 159/370 [00:36<00:47,  4.42it/s]

 43%|████▎     | 160/370 [00:37<00:48,  4.29it/s]

 44%|████▎     | 161/370 [00:37<00:49,  4.25it/s]

 44%|████▍     | 162/370 [00:37<00:49,  4.17it/s]

 44%|████▍     | 163/370 [00:37<00:47,  4.35it/s]

 44%|████▍     | 164/370 [00:38<00:48,  4.27it/s]

 45%|████▍     | 165/370 [00:38<00:50,  4.05it/s]

 45%|████▍     | 166/370 [00:38<00:51,  3.94it/s]

 45%|████▌     | 167/370 [00:38<00:54,  3.73it/s]

 45%|████▌     | 168/370 [00:39<00:51,  3.91it/s]

 46%|████▌     | 169/370 [00:39<00:49,  4.07it/s]

 46%|████▌     | 170/370 [00:39<00:49,  4.05it/s]

 46%|████▌     | 171/370 [00:39<00:50,  3.94it/s]

 46%|████▋     | 172/370 [00:40<00:48,  4.05it/s]

 47%|████▋     | 173/370 [00:40<00:43,  4.53it/s]

 47%|████▋     | 174/370 [00:40<00:45,  4.28it/s]

 47%|████▋     | 175/370 [00:40<00:44,  4.42it/s]

 48%|████▊     | 176/370 [00:40<00:42,  4.59it/s]

 48%|████▊     | 177/370 [00:41<00:44,  4.32it/s]

 48%|████▊     | 178/370 [00:41<00:42,  4.50it/s]

 48%|████▊     | 179/370 [00:41<00:43,  4.44it/s]

 49%|████▊     | 180/370 [00:41<00:39,  4.82it/s]

 49%|████▉     | 181/370 [00:42<00:40,  4.72it/s]

 49%|████▉     | 182/370 [00:42<00:40,  4.66it/s]

 49%|████▉     | 183/370 [00:42<00:43,  4.29it/s]

 50%|████▉     | 184/370 [00:42<00:44,  4.18it/s]

 50%|█████     | 185/370 [00:42<00:42,  4.38it/s]

 50%|█████     | 186/370 [00:43<00:42,  4.32it/s]

 51%|█████     | 187/370 [00:43<00:43,  4.21it/s]

 51%|█████     | 188/370 [00:43<00:43,  4.18it/s]

 51%|█████     | 189/370 [00:44<00:45,  3.94it/s]

 51%|█████▏    | 190/370 [00:44<00:44,  4.04it/s]

 52%|█████▏    | 191/370 [00:44<00:42,  4.23it/s]

 52%|█████▏    | 192/370 [00:44<00:43,  4.10it/s]

 52%|█████▏    | 193/370 [00:44<00:44,  4.01it/s]

 52%|█████▏    | 194/370 [00:45<00:40,  4.37it/s]

 53%|█████▎    | 195/370 [00:45<00:41,  4.22it/s]

 53%|█████▎    | 196/370 [00:45<00:41,  4.23it/s]

 53%|█████▎    | 197/370 [00:45<00:40,  4.27it/s]

 54%|█████▎    | 198/370 [00:46<00:43,  3.93it/s]

 54%|█████▍    | 199/370 [00:46<00:42,  4.06it/s]

 54%|█████▍    | 200/370 [00:46<00:42,  4.03it/s]

 54%|█████▍    | 201/370 [00:46<00:40,  4.14it/s]

 55%|█████▍    | 202/370 [00:47<00:40,  4.16it/s]

 55%|█████▍    | 203/370 [00:47<00:39,  4.25it/s]

 55%|█████▌    | 204/370 [00:47<00:42,  3.91it/s]

 55%|█████▌    | 205/370 [00:47<00:39,  4.18it/s]

 56%|█████▌    | 206/370 [00:48<00:40,  4.07it/s]

 56%|█████▌    | 207/370 [00:48<00:40,  4.03it/s]

 56%|█████▌    | 208/370 [00:48<00:42,  3.83it/s]

 56%|█████▋    | 209/370 [00:48<00:40,  3.94it/s]

 57%|█████▋    | 210/370 [00:49<00:42,  3.76it/s]

 57%|█████▋    | 211/370 [00:49<00:43,  3.64it/s]

 57%|█████▋    | 212/370 [00:49<00:43,  3.65it/s]

 58%|█████▊    | 213/370 [00:50<00:43,  3.60it/s]

 58%|█████▊    | 214/370 [00:50<00:40,  3.85it/s]

 58%|█████▊    | 215/370 [00:50<00:40,  3.86it/s]

 58%|█████▊    | 216/370 [00:50<00:38,  3.99it/s]

 59%|█████▊    | 217/370 [00:50<00:37,  4.06it/s]

 59%|█████▉    | 218/370 [00:51<00:35,  4.25it/s]

 59%|█████▉    | 219/370 [00:51<00:37,  3.98it/s]

 59%|█████▉    | 220/370 [00:51<00:37,  4.03it/s]

 60%|█████▉    | 221/370 [00:51<00:38,  3.90it/s]

 60%|██████    | 222/370 [00:52<00:36,  4.01it/s]

 60%|██████    | 223/370 [00:52<00:38,  3.83it/s]

 61%|██████    | 224/370 [00:52<00:40,  3.58it/s]

 61%|██████    | 225/370 [00:53<00:43,  3.35it/s]

 61%|██████    | 226/370 [00:53<00:41,  3.48it/s]

 61%|██████▏   | 227/370 [00:53<00:41,  3.44it/s]

 62%|██████▏   | 228/370 [00:54<00:41,  3.44it/s]

 62%|██████▏   | 229/370 [00:54<00:43,  3.27it/s]

 62%|██████▏   | 230/370 [00:54<00:42,  3.33it/s]

 62%|██████▏   | 231/370 [00:54<00:39,  3.50it/s]

 63%|██████▎   | 232/370 [00:55<00:43,  3.19it/s]

 63%|██████▎   | 233/370 [00:55<00:42,  3.21it/s]

 63%|██████▎   | 234/370 [00:55<00:40,  3.36it/s]

 64%|██████▎   | 235/370 [00:56<00:38,  3.51it/s]

 64%|██████▍   | 236/370 [00:56<00:36,  3.70it/s]

 64%|██████▍   | 237/370 [00:56<00:36,  3.68it/s]

 64%|██████▍   | 238/370 [00:56<00:35,  3.76it/s]

 65%|██████▍   | 239/370 [00:57<00:34,  3.82it/s]

 65%|██████▍   | 240/370 [00:57<00:36,  3.60it/s]

 65%|██████▌   | 241/370 [00:57<00:37,  3.48it/s]

 65%|██████▌   | 242/370 [00:58<00:35,  3.62it/s]

 66%|██████▌   | 243/370 [00:58<00:37,  3.38it/s]

 66%|██████▌   | 244/370 [00:58<00:39,  3.22it/s]

 66%|██████▌   | 245/370 [00:58<00:36,  3.39it/s]

 66%|██████▋   | 246/370 [00:59<00:35,  3.52it/s]

 67%|██████▋   | 247/370 [00:59<00:31,  3.87it/s]

 67%|██████▋   | 248/370 [00:59<00:30,  4.04it/s]

 67%|██████▋   | 249/370 [00:59<00:32,  3.71it/s]

 68%|██████▊   | 250/370 [01:00<00:32,  3.65it/s]

 68%|██████▊   | 251/370 [01:00<00:31,  3.77it/s]

 68%|██████▊   | 252/370 [01:00<00:34,  3.44it/s]

 68%|██████▊   | 253/370 [01:01<00:33,  3.50it/s]

 69%|██████▊   | 254/370 [01:01<00:32,  3.52it/s]

 69%|██████▉   | 255/370 [01:01<00:32,  3.55it/s]

 69%|██████▉   | 256/370 [01:01<00:32,  3.45it/s]

 69%|██████▉   | 257/370 [01:02<00:33,  3.33it/s]

 70%|██████▉   | 258/370 [01:02<00:33,  3.36it/s]

 70%|███████   | 259/370 [01:02<00:32,  3.44it/s]

 70%|███████   | 260/370 [01:03<00:30,  3.64it/s]

 71%|███████   | 261/370 [01:03<00:31,  3.41it/s]

 71%|███████   | 262/370 [01:03<00:32,  3.28it/s]

 71%|███████   | 263/370 [01:04<00:34,  3.14it/s]

 71%|███████▏  | 264/370 [01:04<00:34,  3.10it/s]

 72%|███████▏  | 265/370 [01:04<00:32,  3.25it/s]

 72%|███████▏  | 266/370 [01:05<00:32,  3.19it/s]

 72%|███████▏  | 267/370 [01:05<00:33,  3.10it/s]

 72%|███████▏  | 268/370 [01:05<00:33,  3.04it/s]

 73%|███████▎  | 269/370 [01:06<00:33,  3.03it/s]

 73%|███████▎  | 270/370 [01:06<00:33,  2.96it/s]

 73%|███████▎  | 271/370 [01:06<00:32,  3.01it/s]

 74%|███████▎  | 272/370 [01:07<00:31,  3.08it/s]

 74%|███████▍  | 273/370 [01:07<00:30,  3.14it/s]

 74%|███████▍  | 274/370 [01:07<00:29,  3.28it/s]

 74%|███████▍  | 275/370 [01:07<00:28,  3.34it/s]

 75%|███████▍  | 276/370 [01:08<00:27,  3.37it/s]

 75%|███████▍  | 277/370 [01:08<00:29,  3.12it/s]

 75%|███████▌  | 278/370 [01:08<00:29,  3.11it/s]

 75%|███████▌  | 279/370 [01:09<00:28,  3.16it/s]

 76%|███████▌  | 280/370 [01:09<00:28,  3.16it/s]

 76%|███████▌  | 281/370 [01:09<00:27,  3.26it/s]

 76%|███████▌  | 282/370 [01:10<00:26,  3.32it/s]

 76%|███████▋  | 283/370 [01:10<00:27,  3.21it/s]

 77%|███████▋  | 284/370 [01:10<00:26,  3.20it/s]

 77%|███████▋  | 285/370 [01:11<00:27,  3.05it/s]

 77%|███████▋  | 286/370 [01:11<00:27,  3.01it/s]

 78%|███████▊  | 287/370 [01:11<00:26,  3.13it/s]

 78%|███████▊  | 288/370 [01:12<00:25,  3.20it/s]

 78%|███████▊  | 289/370 [01:12<00:23,  3.42it/s]

 78%|███████▊  | 290/370 [01:12<00:24,  3.32it/s]

 79%|███████▊  | 291/370 [01:12<00:24,  3.22it/s]

 79%|███████▉  | 292/370 [01:13<00:23,  3.32it/s]

 79%|███████▉  | 293/370 [01:13<00:23,  3.28it/s]

 79%|███████▉  | 294/370 [01:13<00:22,  3.39it/s]

 80%|███████▉  | 295/370 [01:14<00:21,  3.49it/s]

 80%|████████  | 296/370 [01:14<00:21,  3.49it/s]

 80%|████████  | 297/370 [01:14<00:21,  3.35it/s]

 81%|████████  | 298/370 [01:15<00:24,  2.99it/s]

 81%|████████  | 299/370 [01:15<00:22,  3.13it/s]

 81%|████████  | 300/370 [01:15<00:21,  3.22it/s]

 81%|████████▏ | 301/370 [01:16<00:23,  3.00it/s]

 82%|████████▏ | 302/370 [01:16<00:21,  3.19it/s]

 82%|████████▏ | 303/370 [01:16<00:22,  2.96it/s]

 82%|████████▏ | 304/370 [01:17<00:21,  3.08it/s]

 82%|████████▏ | 305/370 [01:17<00:21,  3.06it/s]

 83%|████████▎ | 306/370 [01:17<00:20,  3.15it/s]

 83%|████████▎ | 307/370 [01:17<00:19,  3.27it/s]

 83%|████████▎ | 308/370 [01:18<00:18,  3.33it/s]

 84%|████████▎ | 309/370 [01:18<00:18,  3.32it/s]

 84%|████████▍ | 310/370 [01:18<00:18,  3.25it/s]

 84%|████████▍ | 311/370 [01:19<00:18,  3.11it/s]

 84%|████████▍ | 312/370 [01:19<00:18,  3.17it/s]

 85%|████████▍ | 313/370 [01:19<00:17,  3.28it/s]

 85%|████████▍ | 314/370 [01:20<00:15,  3.52it/s]

 85%|████████▌ | 315/370 [01:20<00:16,  3.34it/s]

 85%|████████▌ | 316/370 [01:20<00:16,  3.37it/s]

 86%|████████▌ | 317/370 [01:20<00:15,  3.37it/s]

 86%|████████▌ | 318/370 [01:21<00:15,  3.25it/s]

 86%|████████▌ | 319/370 [01:21<00:15,  3.40it/s]

 86%|████████▋ | 320/370 [01:21<00:14,  3.46it/s]

 87%|████████▋ | 321/370 [01:22<00:14,  3.47it/s]

 87%|████████▋ | 322/370 [01:22<00:13,  3.52it/s]

 87%|████████▋ | 323/370 [01:22<00:13,  3.54it/s]

 88%|████████▊ | 324/370 [01:22<00:12,  3.64it/s]

 88%|████████▊ | 325/370 [01:23<00:12,  3.56it/s]

 88%|████████▊ | 326/370 [01:23<00:13,  3.29it/s]

 88%|████████▊ | 327/370 [01:23<00:13,  3.29it/s]

 89%|████████▊ | 328/370 [01:24<00:11,  3.53it/s]

 89%|████████▉ | 329/370 [01:24<00:11,  3.52it/s]

 89%|████████▉ | 330/370 [01:24<00:11,  3.42it/s]

 89%|████████▉ | 331/370 [01:25<00:11,  3.39it/s]

 90%|████████▉ | 332/370 [01:25<00:11,  3.44it/s]

 90%|█████████ | 333/370 [01:25<00:10,  3.54it/s]

 90%|█████████ | 334/370 [01:25<00:10,  3.51it/s]

 91%|█████████ | 335/370 [01:26<00:09,  3.50it/s]

 91%|█████████ | 336/370 [01:26<00:09,  3.56it/s]

 91%|█████████ | 337/370 [01:26<00:09,  3.53it/s]

 91%|█████████▏| 338/370 [01:26<00:09,  3.44it/s]

 92%|█████████▏| 339/370 [01:27<00:08,  3.47it/s]

 92%|█████████▏| 340/370 [01:27<00:08,  3.34it/s]

 92%|█████████▏| 341/370 [01:27<00:08,  3.46it/s]

 92%|█████████▏| 342/370 [01:28<00:07,  3.56it/s]

 93%|█████████▎| 343/370 [01:28<00:07,  3.69it/s]

 93%|█████████▎| 344/370 [01:28<00:08,  3.22it/s]

 93%|█████████▎| 345/370 [01:29<00:08,  3.05it/s]

 94%|█████████▎| 346/370 [01:29<00:07,  3.01it/s]

 94%|█████████▍| 347/370 [01:29<00:08,  2.81it/s]

 94%|█████████▍| 348/370 [01:30<00:07,  2.98it/s]

 94%|█████████▍| 349/370 [01:30<00:07,  2.97it/s]

 95%|█████████▍| 350/370 [01:30<00:06,  3.16it/s]

 95%|█████████▍| 351/370 [01:31<00:06,  3.10it/s]

 95%|█████████▌| 352/370 [01:31<00:05,  3.02it/s]

 95%|█████████▌| 353/370 [01:31<00:05,  3.12it/s]

 96%|█████████▌| 354/370 [01:32<00:05,  3.12it/s]

 96%|█████████▌| 355/370 [01:32<00:04,  3.22it/s]

 96%|█████████▌| 356/370 [01:32<00:04,  3.39it/s]

 96%|█████████▋| 357/370 [01:32<00:03,  3.54it/s]

 97%|█████████▋| 358/370 [01:33<00:03,  3.77it/s]

 97%|█████████▋| 359/370 [01:33<00:02,  3.83it/s]

 97%|█████████▋| 360/370 [01:33<00:02,  3.69it/s]

 98%|█████████▊| 361/370 [01:33<00:02,  3.70it/s]

 98%|█████████▊| 362/370 [01:34<00:02,  3.59it/s]

 98%|█████████▊| 363/370 [01:34<00:01,  3.99it/s]

 98%|█████████▊| 364/370 [01:34<00:01,  3.73it/s]

 99%|█████████▊| 365/370 [01:34<00:01,  3.81it/s]

 99%|█████████▉| 366/370 [01:35<00:01,  3.79it/s]

 99%|█████████▉| 367/370 [01:35<00:00,  3.76it/s]

 99%|█████████▉| 368/370 [01:35<00:00,  3.84it/s]

100%|█████████▉| 369/370 [01:36<00:00,  3.80it/s]

100%|██████████| 370/370 [01:36<00:00,  3.99it/s]
                                                         

                                                 

 73%|███████▎  | 14500/19900 [7:23:53<2:10:08,  1.45s/it]

100%|██████████| 370/370 [02:03<00:00,  3.99it/s]

                                                 Saving model checkpoint to ./checkpoint-14500
Configuration saved in ./checkpoint-14500/config.json
Model weights saved in ./checkpoint-14500/pytorch_model.bin
Configuration saved in ./checkpoint-14500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-13000] due to args.save_total_limit

 73%|███████▎  | 14501/19900 [7:25:14<93:14:05, 62.17s/it]
 73%|███████▎  | 14502/19900 [7:25:15<65:52:06, 43.93s/it]
 73%|███████▎  | 14503/19900 [7:25:16<46:41:43, 31.15s/it]
 73%|███████▎  | 14504/19900 [7:25:18<33:16:37, 22.20s/it]
 73%|███████▎  | 14505/19900 [7:25:19<23:52:54, 15.94s/it]
 73%|███████▎  | 14506/19900 [7:25:20<17:18:34, 11.55s/it]
 73%|███████▎  | 14507/19900 [7:25:22<12:41:46,  8.48s/it]
 73%|███████▎  | 14508/19900 [7:25:23<9:26:07,  6.30s/it] 
 73%|███████▎  | 14509/19900 [7:25:24<7:13:39,  4.83s/it]
 73%|███████▎  | 14510/19900 [7:25:26<5:38:19,  3.77s/it]
 73%|███████▎  | 14511/19900 [7:25:27<4:29:43,  3.00s/it]
 73%|███████▎  | 14512/19900 [7:25:28<3:41:13,  2.46s/it]
 73%|███████▎  | 14513/19900 [7:25:29<3:07:31,  2.09s/it]
 73%|███████▎  | 14514/19900 [7:25:30<2:44:11,  1.83s/it]
 73%|███████▎  | 14515/19900 [7:25:32<2:27:54,  1.65s/it]
 73%|███████▎  | 14516/19900 [7:25:33<2:13:47,  1.49s/it]
 73%|███████▎  | 14517/19900 [7:25:34<2:03:16,  1.37s/it]
 73%|███████▎  | 14518/19900 [7:25:35<1:55:15,  1.28s/it]
 73%|███████▎  | 14519/19900 [7:25:36<1:49:18,  1.22s/it]
 73%|███████▎  | 14520/19900 [7:25:37<1:43:49,  1.16s/it]
 73%|███████▎  | 14521/19900 [7:25:38<1:39:07,  1.11s/it]
 73%|███████▎  | 14522/19900 [7:25:39<1:37:07,  1.08s/it]
 73%|███████▎  | 14523/19900 [7:25:40<1:33:32,  1.04s/it]
 73%|███████▎  | 14524/19900 [7:25:41<1:28:58,  1.01it/s]
 73%|███████▎  | 14525/19900 [7:25:43<1:52:39,  1.26s/it]
 73%|███████▎  | 14526/19900 [7:25:44<1:57:42,  1.31s/it]
 73%|███████▎  | 14527/19900 [7:25:45<1:55:47,  1.29s/it]
 73%|███████▎  | 14528/19900 [7:25:48<2:35:08,  1.73s/it]
 73%|███████▎  | 14529/19900 [7:25:50<2:45:39,  1.85s/it]
 73%|███████▎  | 14530/19900 [7:25:52<2:47:41,  1.87s/it]
 73%|███████▎  | 14531/19900 [7:25:54<2:49:48,  1.90s/it]
 73%|███████▎  | 14532/19900 [7:25:56<2:47:05,  1.87s/it]
 73%|███████▎  | 14533/19900 [7:25:58<2:47:17,  1.87s/it]
 73%|███████▎  | 14534/19900 [7:26:00<2:44:41,  1.84s/it]
 73%|███████▎  | 14535/19900 [7:26:01<2:42:40,  1.82s/it]
 73%|███████▎  | 14536/19900 [7:26:03<2:38:04,  1.77s/it]
 73%|███████▎  | 14537/19900 [7:26:05<2:33:48,  1.72s/it]
 73%|███████▎  | 14538/19900 [7:26:06<2:32:28,  1.71s/it]
 73%|███████▎  | 14539/19900 [7:26:08<2:30:17,  1.68s/it]
 73%|███████▎  | 14540/19900 [7:26:10<2:29:38,  1.68s/it]
 73%|███████▎  | 14541/19900 [7:26:11<2:27:38,  1.65s/it]
 73%|███████▎  | 14542/19900 [7:26:13<2:26:50,  1.64s/it]
 73%|███████▎  | 14543/19900 [7:26:14<2:23:36,  1.61s/it]
 73%|███████▎  | 14544/19900 [7:26:16<2:22:09,  1.59s/it]
 73%|███████▎  | 14545/19900 [7:26:17<2:20:14,  1.57s/it]
 73%|███████▎  | 14546/19900 [7:26:19<2:18:09,  1.55s/it]
 73%|███████▎  | 14547/19900 [7:26:20<2:16:57,  1.54s/it]
 73%|███████▎  | 14548/19900 [7:26:22<2:15:32,  1.52s/it]
 73%|███████▎  | 14549/19900 [7:26:23<2:14:40,  1.51s/it]
 73%|███████▎  | 14550/19900 [7:26:25<2:13:10,  1.49s/it]
 73%|███████▎  | 14551/19900 [7:26:26<2:10:46,  1.47s/it]
 73%|███████▎  | 14552/19900 [7:26:28<2:08:27,  1.44s/it]
 73%|███████▎  | 14553/19900 [7:26:29<2:06:31,  1.42s/it]
 73%|███████▎  | 14554/19900 [7:26:30<2:05:19,  1.41s/it]
 73%|███████▎  | 14555/19900 [7:26:32<2:04:19,  1.40s/it]
 73%|███████▎  | 14556/19900 [7:26:33<2:01:58,  1.37s/it]
 73%|███████▎  | 14557/19900 [7:26:34<1:59:44,  1.34s/it]
 73%|███████▎  | 14558/19900 [7:26:36<1:57:56,  1.32s/it]
 73%|███████▎  | 14559/19900 [7:26:37<1:56:15,  1.31s/it]
 73%|███████▎  | 14560/19900 [7:26:38<1:54:56,  1.29s/it]
 73%|███████▎  | 14561/19900 [7:26:39<1:53:43,  1.28s/it]
 73%|███████▎  | 14562/19900 [7:26:41<1:52:13,  1.26s/it]
 73%|███████▎  | 14563/19900 [7:26:42<1:54:17,  1.28s/it]
 73%|███████▎  | 14564/19900 [7:26:43<1:51:07,  1.25s/it]
 73%|███████▎  | 14565/19900 [7:26:44<1:48:52,  1.22s/it]
 73%|███████▎  | 14566/19900 [7:26:46<1:47:51,  1.21s/it]
 73%|███████▎  | 14567/19900 [7:26:47<1:45:50,  1.19s/it]
 73%|███████▎  | 14568/19900 [7:26:48<1:45:35,  1.19s/it]
 73%|███████▎  | 14569/19900 [7:26:49<1:42:48,  1.16s/it]
 73%|███████▎  | 14570/19900 [7:26:50<1:44:45,  1.18s/it]
 73%|███████▎  | 14571/19900 [7:26:51<1:42:47,  1.16s/it]
 73%|███████▎  | 14572/19900 [7:26:52<1:43:08,  1.16s/it]
 73%|███████▎  | 14573/19900 [7:26:54<1:41:04,  1.14s/it]
 73%|███████▎  | 14574/19900 [7:26:55<1:40:12,  1.13s/it]
 73%|███████▎  | 14575/19900 [7:26:56<1:36:45,  1.09s/it]
 73%|███████▎  | 14576/19900 [7:26:57<1:32:47,  1.05s/it]
 73%|███████▎  | 14577/19900 [7:26:59<2:07:14,  1.43s/it]
 73%|███████▎  | 14578/19900 [7:27:01<2:25:01,  1.63s/it]
 73%|███████▎  | 14579/19900 [7:27:03<2:32:43,  1.72s/it]
 73%|███████▎  | 14580/19900 [7:27:05<2:36:11,  1.76s/it]
 73%|███████▎  | 14581/19900 [7:27:07<2:38:11,  1.78s/it]
 73%|███████▎  | 14582/19900 [7:27:08<2:39:05,  1.79s/it]
 73%|███████▎  | 14583/19900 [7:27:10<2:40:35,  1.81s/it]
 73%|███████▎  | 14584/19900 [7:27:12<2:39:21,  1.80s/it]
 73%|███████▎  | 14585/19900 [7:27:14<2:37:49,  1.78s/it]
 73%|███████▎  | 14586/19900 [7:27:16<2:35:35,  1.76s/it]
 73%|███████▎  | 14587/19900 [7:27:17<2:35:20,  1.75s/it]
 73%|███████▎  | 14588/19900 [7:27:19<2:32:03,  1.72s/it]
 73%|███████▎  | 14589/19900 [7:27:21<2:31:40,  1.71s/it]
 73%|███████▎  | 14590/19900 [7:27:22<2:29:24,  1.69s/it]
 73%|███████▎  | 14591/19900 [7:27:24<2:28:36,  1.68s/it]
 73%|███████▎  | 14592/19900 [7:27:25<2:24:42,  1.64s/it]
 73%|███████▎  | 14593/19900 [7:27:27<2:21:08,  1.60s/it]
 73%|███████▎  | 14594/19900 [7:27:28<2:18:35,  1.57s/it]
 73%|███████▎  | 14595/19900 [7:27:30<2:14:29,  1.52s/it]
 73%|███████▎  | 14596/19900 [7:27:31<2:11:07,  1.48s/it]
 73%|███████▎  | 14597/19900 [7:27:33<2:09:17,  1.46s/it]
 73%|███████▎  | 14598/19900 [7:27:34<2:08:18,  1.45s/it]
 73%|███████▎  | 14599/19900 [7:27:35<2:06:57,  1.44s/it]
 73%|███████▎  | 14600/19900 [7:27:37<2:07:57,  1.45s/it]
                                                         

 73%|███████▎  | 14600/19900 [7:27:37<2:07:57,  1.45s/it]
 73%|███████▎  | 14601/19900 [7:27:38<2:08:39,  1.46s/it]
 73%|███████▎  | 14602/19900 [7:27:40<2:08:18,  1.45s/it]
 73%|███████▎  | 14603/19900 [7:27:41<2:08:38,  1.46s/it]
 73%|███████▎  | 14604/19900 [7:27:43<2:05:43,  1.42s/it]
 73%|███████▎  | 14605/19900 [7:27:44<2:04:55,  1.42s/it]
 73%|███████▎  | 14606/19900 [7:27:45<2:04:26,  1.41s/it]
 73%|███████▎  | 14607/19900 [7:27:47<2:02:07,  1.38s/it]
 73%|███████▎  | 14608/19900 [7:27:48<1:59:10,  1.35s/it]
 73%|███████▎  | 14609/19900 [7:27:49<1:56:56,  1.33s/it]
 73%|███████▎  | 14610/19900 [7:27:51<1:54:28,  1.30s/it]
 73%|███████▎  | 14611/19900 [7:27:52<1:55:11,  1.31s/it]
 73%|███████▎  | 14612/19900 [7:27:53<1:54:25,  1.30s/it]
 73%|███████▎  | 14613/19900 [7:27:54<1:52:24,  1.28s/it]
 73%|███████▎  | 14614/19900 [7:27:56<1:50:46,  1.26s/it]
 73%|███████▎  | 14615/19900 [7:27:57<1:52:00,  1.27s/it]
 73%|███████▎  | 14616/19900 [7:27:58<1:50:41,  1.26s/it]
 73%|███████▎  | 14617/19900 [7:27:59<1:47:16,  1.22s/it]
 73%|███████▎  | 14618/19900 [7:28:00<1:44:37,  1.19s/it]
 73%|███████▎  | 14619/19900 [7:28:01<1:41:36,  1.15s/it]
 73%|███████▎  | 14620/19900 [7:28:03<1:39:23,  1.13s/it]
 73%|███████▎  | 14621/19900 [7:28:04<1:37:16,  1.11s/it]
 73%|███████▎  | 14622/19900 [7:28:05<1:35:59,  1.09s/it]
 73%|███████▎  | 14623/19900 [7:28:06<1:35:27,  1.09s/it]
 73%|███████▎  | 14624/19900 [7:28:07<1:31:46,  1.04s/it]
 73%|███████▎  | 14625/19900 [7:28:08<1:28:31,  1.01s/it]
 73%|███████▎  | 14626/19900 [7:28:10<2:03:12,  1.40s/it]
 74%|███████▎  | 14627/19900 [7:28:12<2:22:59,  1.63s/it]
 74%|███████▎  | 14628/19900 [7:28:14<2:35:33,  1.77s/it]
 74%|███████▎  | 14629/19900 [7:28:16<2:44:23,  1.87s/it]
 74%|███████▎  | 14630/19900 [7:28:18<2:45:13,  1.88s/it]
 74%|███████▎  | 14631/19900 [7:28:20<2:44:31,  1.87s/it]
 74%|███████▎  | 14632/19900 [7:28:22<2:44:16,  1.87s/it]
 74%|███████▎  | 14633/19900 [7:28:24<2:42:45,  1.85s/it]
 74%|███████▎  | 14634/19900 [7:28:25<2:38:33,  1.81s/it]
 74%|███████▎  | 14635/19900 [7:28:27<2:38:40,  1.81s/it]
 74%|███████▎  | 14636/19900 [7:28:29<2:36:36,  1.79s/it]
 74%|███████▎  | 14637/19900 [7:28:31<2:31:57,  1.73s/it]
 74%|███████▎  | 14638/19900 [7:28:32<2:27:49,  1.69s/it]
 74%|███████▎  | 14639/19900 [7:28:34<2:24:50,  1.65s/it]
 74%|███████▎  | 14640/19900 [7:28:35<2:22:23,  1.62s/it]
 74%|███████▎  | 14641/19900 [7:28:37<2:19:07,  1.59s/it]
 74%|███████▎  | 14642/19900 [7:28:38<2:16:17,  1.56s/it]
 74%|███████▎  | 14643/19900 [7:28:40<2:17:28,  1.57s/it]
 74%|███████▎  | 14644/19900 [7:28:41<2:14:52,  1.54s/it]
 74%|███████▎  | 14645/19900 [7:28:43<2:12:55,  1.52s/it]
 74%|███████▎  | 14646/19900 [7:28:44<2:13:57,  1.53s/it]
 74%|███████▎  | 14647/19900 [7:28:46<2:12:02,  1.51s/it]
 74%|███████▎  | 14648/19900 [7:28:47<2:12:40,  1.52s/it]
 74%|███████▎  | 14649/19900 [7:28:49<2:10:31,  1.49s/it]
 74%|███████▎  | 14650/19900 [7:28:50<2:08:45,  1.47s/it]
 74%|███████▎  | 14651/19900 [7:28:52<2:06:44,  1.45s/it]
 74%|███████▎  | 14652/19900 [7:28:53<2:03:29,  1.41s/it]
 74%|███████▎  | 14653/19900 [7:28:54<2:02:46,  1.40s/it]
 74%|███████▎  | 14654/19900 [7:28:56<1:59:46,  1.37s/it]
 74%|███████▎  | 14655/19900 [7:28:57<1:58:10,  1.35s/it]
 74%|███████▎  | 14656/19900 [7:28:58<1:59:47,  1.37s/it]
 74%|███████▎  | 14657/19900 [7:29:00<1:59:01,  1.36s/it]
 74%|███████▎  | 14658/19900 [7:29:01<1:57:49,  1.35s/it]
 74%|███████▎  | 14659/19900 [7:29:02<1:56:21,  1.33s/it]
 74%|███████▎  | 14660/19900 [7:29:04<1:54:48,  1.31s/it]
 74%|███████▎  | 14661/19900 [7:29:05<1:54:22,  1.31s/it]
 74%|███████▎  | 14662/19900 [7:29:06<1:52:49,  1.29s/it]
 74%|███████▎  | 14663/19900 [7:29:07<1:51:55,  1.28s/it]
 74%|███████▎  | 14664/19900 [7:29:09<1:49:57,  1.26s/it]
 74%|███████▎  | 14665/19900 [7:29:10<1:47:54,  1.24s/it]
 74%|███████▎  | 14666/19900 [7:29:11<1:46:27,  1.22s/it]
 74%|███████▎  | 14667/19900 [7:29:12<1:44:04,  1.19s/it]
 74%|███████▎  | 14668/19900 [7:29:13<1:41:53,  1.17s/it]
 74%|███████▎  | 14669/19900 [7:29:14<1:39:12,  1.14s/it]
 74%|███████▎  | 14670/19900 [7:29:15<1:37:57,  1.12s/it]
 74%|███████▎  | 14671/19900 [7:29:16<1:36:37,  1.11s/it]
 74%|███████▎  | 14672/19900 [7:29:17<1:33:16,  1.07s/it]
 74%|███████▎  | 14673/19900 [7:29:18<1:30:05,  1.03s/it]
 74%|███████▎  | 14674/19900 [7:29:19<1:26:25,  1.01it/s]
 74%|███████▎  | 14675/19900 [7:29:22<2:05:43,  1.44s/it]
 74%|███████▎  | 14676/19900 [7:29:24<2:27:18,  1.69s/it]
 74%|███████▍  | 14677/19900 [7:29:26<2:37:26,  1.81s/it]
 74%|███████▍  | 14678/19900 [7:29:28<2:42:30,  1.87s/it]
 74%|███████▍  | 14679/19900 [7:29:30<2:43:17,  1.88s/it]
 74%|███████▍  | 14680/19900 [7:29:32<2:41:36,  1.86s/it]
 74%|███████▍  | 14681/19900 [7:29:34<2:40:19,  1.84s/it]
 74%|███████▍  | 14682/19900 [7:29:35<2:36:42,  1.80s/it]
 74%|███████▍  | 14683/19900 [7:29:37<2:34:47,  1.78s/it]
 74%|███████▍  | 14684/19900 [7:29:39<2:32:19,  1.75s/it]
 74%|███████▍  | 14685/19900 [7:29:40<2:29:53,  1.72s/it]
 74%|███████▍  | 14686/19900 [7:29:42<2:28:05,  1.70s/it]
 74%|███████▍  | 14687/19900 [7:29:44<2:28:26,  1.71s/it]
 74%|███████▍  | 14688/19900 [7:29:45<2:23:58,  1.66s/it]
 74%|███████▍  | 14689/19900 [7:29:47<2:21:28,  1.63s/it]
 74%|███████▍  | 14690/19900 [7:29:48<2:18:44,  1.60s/it]
 74%|███████▍  | 14691/19900 [7:29:50<2:16:51,  1.58s/it]
 74%|███████▍  | 14692/19900 [7:29:51<2:14:56,  1.55s/it]
 74%|███████▍  | 14693/19900 [7:29:53<2:14:23,  1.55s/it]
 74%|███████▍  | 14694/19900 [7:29:55<2:14:26,  1.55s/it]
 74%|███████▍  | 14695/19900 [7:29:56<2:12:07,  1.52s/it]
 74%|███████▍  | 14696/19900 [7:29:57<2:10:24,  1.50s/it]
 74%|███████▍  | 14697/19900 [7:29:59<2:08:25,  1.48s/it]
 74%|███████▍  | 14698/19900 [7:30:00<2:09:09,  1.49s/it]
 74%|███████▍  | 14699/19900 [7:30:02<2:07:26,  1.47s/it]
 74%|███████▍  | 14700/19900 [7:30:03<2:05:26,  1.45s/it]
                                                         

 74%|███████▍  | 14700/19900 [7:30:03<2:05:26,  1.45s/it]
 74%|███████▍  | 14701/19900 [7:30:05<2:07:40,  1.47s/it]
 74%|███████▍  | 14702/19900 [7:30:06<2:04:38,  1.44s/it]
 74%|███████▍  | 14703/19900 [7:30:07<2:02:08,  1.41s/it]
 74%|███████▍  | 14704/19900 [7:30:09<1:59:11,  1.38s/it]
 74%|███████▍  | 14705/19900 [7:30:10<1:57:05,  1.35s/it]
 74%|███████▍  | 14706/19900 [7:30:11<1:54:39,  1.32s/it]
 74%|███████▍  | 14707/19900 [7:30:12<1:51:33,  1.29s/it]
 74%|███████▍  | 14708/19900 [7:30:14<1:50:02,  1.27s/it]
 74%|███████▍  | 14709/19900 [7:30:15<1:48:20,  1.25s/it]
 74%|███████▍  | 14710/19900 [7:30:16<1:48:01,  1.25s/it]
 74%|███████▍  | 14711/19900 [7:30:17<1:46:39,  1.23s/it]
 74%|███████▍  | 14712/19900 [7:30:19<1:46:39,  1.23s/it]
 74%|███████▍  | 14713/19900 [7:30:20<1:46:04,  1.23s/it]
 74%|███████▍  | 14714/19900 [7:30:21<1:45:19,  1.22s/it]
 74%|███████▍  | 14715/19900 [7:30:22<1:43:58,  1.20s/it]
 74%|███████▍  | 14716/19900 [7:30:23<1:41:23,  1.17s/it]
 74%|███████▍  | 14717/19900 [7:30:24<1:39:27,  1.15s/it]
 74%|███████▍  | 14718/19900 [7:30:25<1:38:09,  1.14s/it]
 74%|███████▍  | 14719/19900 [7:30:26<1:35:09,  1.10s/it]
 74%|███████▍  | 14720/19900 [7:30:28<1:33:40,  1.08s/it]
 74%|███████▍  | 14721/19900 [7:30:29<1:34:42,  1.10s/it]
 74%|███████▍  | 14722/19900 [7:30:30<1:32:08,  1.07s/it]
 74%|███████▍  | 14723/19900 [7:30:31<1:27:43,  1.02s/it]
 74%|███████▍  | 14724/19900 [7:30:32<1:49:01,  1.26s/it]
 74%|███████▍  | 14725/19900 [7:30:34<1:56:04,  1.35s/it]
 74%|███████▍  | 14726/19900 [7:30:35<1:52:28,  1.30s/it]
 74%|███████▍  | 14727/19900 [7:30:38<2:32:06,  1.76s/it]
 74%|███████▍  | 14728/19900 [7:30:40<2:41:22,  1.87s/it]
 74%|███████▍  | 14729/19900 [7:30:42<2:44:55,  1.91s/it]
 74%|███████▍  | 14730/19900 [7:30:44<2:43:54,  1.90s/it]
 74%|███████▍  | 14731/19900 [7:30:46<2:41:38,  1.88s/it]
 74%|███████▍  | 14732/19900 [7:30:48<2:39:32,  1.85s/it]
 74%|███████▍  | 14733/19900 [7:30:49<2:37:28,  1.83s/it]
 74%|███████▍  | 14734/19900 [7:30:51<2:34:59,  1.80s/it]
 74%|███████▍  | 14735/19900 [7:30:53<2:34:11,  1.79s/it]
 74%|███████▍  | 14736/19900 [7:30:55<2:30:39,  1.75s/it]
 74%|███████▍  | 14737/19900 [7:30:56<2:30:52,  1.75s/it]
 74%|███████▍  | 14738/19900 [7:30:58<2:26:00,  1.70s/it]
 74%|███████▍  | 14739/19900 [7:30:59<2:24:08,  1.68s/it]
 74%|███████▍  | 14740/19900 [7:31:01<2:22:25,  1.66s/it]
 74%|███████▍  | 14741/19900 [7:31:03<2:21:06,  1.64s/it]
 74%|███████▍  | 14742/19900 [7:31:04<2:18:00,  1.61s/it]
 74%|███████▍  | 14743/19900 [7:31:06<2:15:49,  1.58s/it]
 74%|███████▍  | 14744/19900 [7:31:07<2:11:37,  1.53s/it]
 74%|███████▍  | 14745/19900 [7:31:09<2:13:09,  1.55s/it]
 74%|███████▍  | 14746/19900 [7:31:10<2:11:35,  1.53s/it]
 74%|███████▍  | 14747/19900 [7:31:12<2:09:38,  1.51s/it]
 74%|███████▍  | 14748/19900 [7:31:13<2:09:03,  1.50s/it]
 74%|███████▍  | 14749/19900 [7:31:15<2:07:07,  1.48s/it]
 74%|███████▍  | 14750/19900 [7:31:16<2:05:09,  1.46s/it]
 74%|███████▍  | 14751/19900 [7:31:17<2:04:43,  1.45s/it]
 74%|███████▍  | 14752/19900 [7:31:19<2:05:05,  1.46s/it]
 74%|███████▍  | 14753/19900 [7:31:20<2:02:41,  1.43s/it]
 74%|███████▍  | 14754/19900 [7:31:22<1:59:25,  1.39s/it]
 74%|███████▍  | 14755/19900 [7:31:23<1:58:11,  1.38s/it]
 74%|███████▍  | 14756/19900 [7:31:24<1:56:51,  1.36s/it]
 74%|███████▍  | 14757/19900 [7:31:26<1:56:22,  1.36s/it]
 74%|███████▍  | 14758/19900 [7:31:27<1:53:58,  1.33s/it]
 74%|███████▍  | 14759/19900 [7:31:28<1:53:51,  1.33s/it]
 74%|███████▍  | 14760/19900 [7:31:30<1:52:59,  1.32s/it]
 74%|███████▍  | 14761/19900 [7:31:31<1:52:33,  1.31s/it]
 74%|███████▍  | 14762/19900 [7:31:32<1:50:17,  1.29s/it]
 74%|███████▍  | 14763/19900 [7:31:33<1:47:12,  1.25s/it]
 74%|███████▍  | 14764/19900 [7:31:34<1:47:17,  1.25s/it]
 74%|███████▍  | 14765/19900 [7:31:36<1:47:10,  1.25s/it]
 74%|███████▍  | 14766/19900 [7:31:37<1:44:52,  1.23s/it]
 74%|███████▍  | 14767/19900 [7:31:38<1:42:07,  1.19s/it]
 74%|███████▍  | 14768/19900 [7:31:39<1:42:19,  1.20s/it]
 74%|███████▍  | 14769/19900 [7:31:40<1:39:57,  1.17s/it]
 74%|███████▍  | 14770/19900 [7:31:42<1:41:43,  1.19s/it]
 74%|███████▍  | 14771/19900 [7:31:43<1:38:55,  1.16s/it]
 74%|███████▍  | 14772/19900 [7:31:44<1:35:40,  1.12s/it]
 74%|███████▍  | 14773/19900 [7:31:45<1:32:53,  1.09s/it]
 74%|███████▍  | 14774/19900 [7:31:46<1:29:46,  1.05s/it]
 74%|███████▍  | 14775/19900 [7:31:46<1:24:50,  1.01it/s]
 74%|███████▍  | 14776/19900 [7:31:49<2:03:02,  1.44s/it]
 74%|███████▍  | 14777/19900 [7:31:51<2:21:23,  1.66s/it]
 74%|███████▍  | 14778/19900 [7:31:53<2:30:16,  1.76s/it]
 74%|███████▍  | 14779/19900 [7:31:55<2:34:36,  1.81s/it]
 74%|███████▍  | 14780/19900 [7:31:57<2:36:40,  1.84s/it]
 74%|███████▍  | 14781/19900 [7:31:59<2:37:54,  1.85s/it]
 74%|███████▍  | 14782/19900 [7:32:01<2:35:35,  1.82s/it]
 74%|███████▍  | 14783/19900 [7:32:02<2:33:49,  1.80s/it]
 74%|███████▍  | 14784/19900 [7:32:04<2:33:20,  1.80s/it]
 74%|███████▍  | 14785/19900 [7:32:06<2:31:53,  1.78s/it]
 74%|███████▍  | 14786/19900 [7:32:08<2:30:28,  1.77s/it]
 74%|███████▍  | 14787/19900 [7:32:09<2:29:12,  1.75s/it]
 74%|███████▍  | 14788/19900 [7:32:11<2:25:25,  1.71s/it]
 74%|███████▍  | 14789/19900 [7:32:13<2:22:30,  1.67s/it]
 74%|███████▍  | 14790/19900 [7:32:14<2:21:19,  1.66s/it]
 74%|███████▍  | 14791/19900 [7:32:16<2:21:38,  1.66s/it]
 74%|███████▍  | 14792/19900 [7:32:17<2:20:04,  1.65s/it]
 74%|███████▍  | 14793/19900 [7:32:19<2:17:57,  1.62s/it]
 74%|███████▍  | 14794/19900 [7:32:21<2:15:11,  1.59s/it]
 74%|███████▍  | 14795/19900 [7:32:22<2:12:23,  1.56s/it]
 74%|███████▍  | 14796/19900 [7:32:24<2:11:14,  1.54s/it]
 74%|███████▍  | 14797/19900 [7:32:25<2:09:12,  1.52s/it]
 74%|███████▍  | 14798/19900 [7:32:26<2:07:35,  1.50s/it]
 74%|███████▍  | 14799/19900 [7:32:28<2:06:39,  1.49s/it]
 74%|███████▍  | 14800/19900 [7:32:29<2:05:43,  1.48s/it]
                                                         

 74%|███████▍  | 14800/19900 [7:32:29<2:05:43,  1.48s/it]
 74%|███████▍  | 14801/19900 [7:32:31<2:04:47,  1.47s/it]
 74%|███████▍  | 14802/19900 [7:32:32<2:03:39,  1.46s/it]
 74%|███████▍  | 14803/19900 [7:32:34<2:03:20,  1.45s/it]
 74%|███████▍  | 14804/19900 [7:32:35<2:00:02,  1.41s/it]
 74%|███████▍  | 14805/19900 [7:32:36<1:59:21,  1.41s/it]
 74%|███████▍  | 14806/19900 [7:32:38<1:57:17,  1.38s/it]
 74%|███████▍  | 14807/19900 [7:32:39<1:55:40,  1.36s/it]
 74%|███████▍  | 14808/19900 [7:32:40<1:53:08,  1.33s/it]
 74%|███████▍  | 14809/19900 [7:32:42<1:51:29,  1.31s/it]
 74%|███████▍  | 14810/19900 [7:32:43<1:50:25,  1.30s/it]
 74%|███████▍  | 14811/19900 [7:32:44<1:48:38,  1.28s/it]
 74%|███████▍  | 14812/19900 [7:32:45<1:46:28,  1.26s/it]
 74%|███████▍  | 14813/19900 [7:32:46<1:44:45,  1.24s/it]
 74%|███████▍  | 14814/19900 [7:32:48<1:43:37,  1.22s/it]
 74%|███████▍  | 14815/19900 [7:32:49<1:42:21,  1.21s/it]
 74%|███████▍  | 14816/19900 [7:32:50<1:41:20,  1.20s/it]
 74%|███████▍  | 14817/19900 [7:32:51<1:39:18,  1.17s/it]
 74%|███████▍  | 14818/19900 [7:32:52<1:38:53,  1.17s/it]
 74%|███████▍  | 14819/19900 [7:32:53<1:38:06,  1.16s/it]
 74%|███████▍  | 14820/19900 [7:32:54<1:35:02,  1.12s/it]
 74%|███████▍  | 14821/19900 [7:32:55<1:33:14,  1.10s/it]
 74%|███████▍  | 14822/19900 [7:32:56<1:30:22,  1.07s/it]
 74%|███████▍  | 14823/19900 [7:32:58<1:29:53,  1.06s/it]
 74%|███████▍  | 14824/19900 [7:32:58<1:25:35,  1.01s/it]
 74%|███████▍  | 14825/19900 [7:33:01<1:59:19,  1.41s/it]
 75%|███████▍  | 14826/19900 [7:33:03<2:20:36,  1.66s/it]
 75%|███████▍  | 14827/19900 [7:33:05<2:29:49,  1.77s/it]
 75%|███████▍  | 14828/19900 [7:33:07<2:33:49,  1.82s/it]
 75%|███████▍  | 14829/19900 [7:33:09<2:34:22,  1.83s/it]
 75%|███████▍  | 14830/19900 [7:33:11<2:33:34,  1.82s/it]
 75%|███████▍  | 14831/19900 [7:33:12<2:33:27,  1.82s/it]
 75%|███████▍  | 14832/19900 [7:33:14<2:31:59,  1.80s/it]
 75%|███████▍  | 14833/19900 [7:33:16<2:29:01,  1.76s/it]
 75%|███████▍  | 14834/19900 [7:33:18<2:26:36,  1.74s/it]
 75%|███████▍  | 14835/19900 [7:33:19<2:24:47,  1.72s/it]
 75%|███████▍  | 14836/19900 [7:33:21<2:23:00,  1.69s/it]
 75%|███████▍  | 14837/19900 [7:33:22<2:20:13,  1.66s/it]
 75%|███████▍  | 14838/19900 [7:33:24<2:17:30,  1.63s/it]
 75%|███████▍  | 14839/19900 [7:33:26<2:16:11,  1.61s/it]
 75%|███████▍  | 14840/19900 [7:33:27<2:14:02,  1.59s/it]
 75%|███████▍  | 14841/19900 [7:33:29<2:10:55,  1.55s/it]
 75%|███████▍  | 14842/19900 [7:33:30<2:09:18,  1.53s/it]
 75%|███████▍  | 14843/19900 [7:33:31<2:06:20,  1.50s/it]
 75%|███████▍  | 14844/19900 [7:33:33<2:05:42,  1.49s/it]
 75%|███████▍  | 14845/19900 [7:33:34<2:04:30,  1.48s/it]
 75%|███████▍  | 14846/19900 [7:33:36<2:04:45,  1.48s/it]
 75%|███████▍  | 14847/19900 [7:33:37<2:06:29,  1.50s/it]
 75%|███████▍  | 14848/19900 [7:33:39<2:04:27,  1.48s/it]
 75%|███████▍  | 14849/19900 [7:33:40<2:01:55,  1.45s/it]
 75%|███████▍  | 14850/19900 [7:33:42<1:59:40,  1.42s/it]
 75%|███████▍  | 14851/19900 [7:33:43<1:57:55,  1.40s/it]
 75%|███████▍  | 14852/19900 [7:33:44<1:55:43,  1.38s/it]
 75%|███████▍  | 14853/19900 [7:33:46<1:57:25,  1.40s/it]
 75%|███████▍  | 14854/19900 [7:33:47<1:54:57,  1.37s/it]
 75%|███████▍  | 14855/19900 [7:33:48<1:52:21,  1.34s/it]
 75%|███████▍  | 14856/19900 [7:33:50<1:52:21,  1.34s/it]
 75%|███████▍  | 14857/19900 [7:33:51<1:50:30,  1.31s/it]
 75%|███████▍  | 14858/19900 [7:33:52<1:51:54,  1.33s/it]
 75%|███████▍  | 14859/19900 [7:33:53<1:48:57,  1.30s/it]
 75%|███████▍  | 14860/19900 [7:33:55<1:47:12,  1.28s/it]
 75%|███████▍  | 14861/19900 [7:33:56<1:45:57,  1.26s/it]
 75%|███████▍  | 14862/19900 [7:33:57<1:46:22,  1.27s/it]
 75%|███████▍  | 14863/19900 [7:33:58<1:44:33,  1.25s/it]
 75%|███████▍  | 14864/19900 [7:34:00<1:42:01,  1.22s/it]
 75%|███████▍  | 14865/19900 [7:34:01<1:38:51,  1.18s/it]
 75%|███████▍  | 14866/19900 [7:34:02<1:37:34,  1.16s/it]
 75%|███████▍  | 14867/19900 [7:34:03<1:35:32,  1.14s/it]
 75%|███████▍  | 14868/19900 [7:34:04<1:35:20,  1.14s/it]
 75%|███████▍  | 14869/19900 [7:34:05<1:32:37,  1.10s/it]
 75%|███████▍  | 14870/19900 [7:34:06<1:29:55,  1.07s/it]
 75%|███████▍  | 14871/19900 [7:34:07<1:28:49,  1.06s/it]
 75%|███████▍  | 14872/19900 [7:34:08<1:28:55,  1.06s/it]
 75%|███████▍  | 14873/19900 [7:34:09<1:26:12,  1.03s/it]
 75%|███████▍  | 14874/19900 [7:34:11<2:00:21,  1.44s/it]
 75%|███████▍  | 14875/19900 [7:34:14<2:17:15,  1.64s/it]
 75%|███████▍  | 14876/19900 [7:34:16<2:27:29,  1.76s/it]
 75%|███████▍  | 14877/19900 [7:34:18<2:34:46,  1.85s/it]
 75%|███████▍  | 14878/19900 [7:34:20<2:38:47,  1.90s/it]
 75%|███████▍  | 14879/19900 [7:34:22<2:37:56,  1.89s/it]
 75%|███████▍  | 14880/19900 [7:34:23<2:35:08,  1.85s/it]
 75%|███████▍  | 14881/19900 [7:34:25<2:35:03,  1.85s/it]
 75%|███████▍  | 14882/19900 [7:34:27<2:30:48,  1.80s/it]
 75%|███████▍  | 14883/19900 [7:34:29<2:29:10,  1.78s/it]
 75%|███████▍  | 14884/19900 [7:34:30<2:26:18,  1.75s/it]
 75%|███████▍  | 14885/19900 [7:34:32<2:22:45,  1.71s/it]
 75%|███████▍  | 14886/19900 [7:34:33<2:18:16,  1.65s/it]
 75%|███████▍  | 14887/19900 [7:34:35<2:13:41,  1.60s/it]
 75%|███████▍  | 14888/19900 [7:34:36<2:14:45,  1.61s/it]
 75%|███████▍  | 14889/19900 [7:34:38<2:16:21,  1.63s/it]
 75%|███████▍  | 14890/19900 [7:34:40<2:14:13,  1.61s/it]
 75%|███████▍  | 14891/19900 [7:34:41<2:12:09,  1.58s/it]
 75%|███████▍  | 14892/19900 [7:34:43<2:10:36,  1.56s/it]
 75%|███████▍  | 14893/19900 [7:34:44<2:10:58,  1.57s/it]
 75%|███████▍  | 14894/19900 [7:34:46<2:08:23,  1.54s/it]
 75%|███████▍  | 14895/19900 [7:34:47<2:05:45,  1.51s/it]
 75%|███████▍  | 14896/19900 [7:34:49<2:06:50,  1.52s/it]
 75%|███████▍  | 14897/19900 [7:34:50<2:05:17,  1.50s/it]
 75%|███████▍  | 14898/19900 [7:34:52<2:04:11,  1.49s/it]
 75%|███████▍  | 14899/19900 [7:34:53<2:02:48,  1.47s/it]
 75%|███████▍  | 14900/19900 [7:34:54<1:59:14,  1.43s/it]
                                                         

 75%|███████▍  | 14900/19900 [7:34:54<1:59:14,  1.43s/it]
 75%|███████▍  | 14901/19900 [7:34:56<1:57:17,  1.41s/it]
 75%|███████▍  | 14902/19900 [7:34:57<1:54:55,  1.38s/it]
 75%|███████▍  | 14903/19900 [7:34:58<1:52:26,  1.35s/it]
 75%|███████▍  | 14904/19900 [7:35:00<1:50:45,  1.33s/it]
 75%|███████▍  | 14905/19900 [7:35:01<1:48:40,  1.31s/it]
 75%|███████▍  | 14906/19900 [7:35:02<1:47:14,  1.29s/it]
 75%|███████▍  | 14907/19900 [7:35:03<1:46:34,  1.28s/it]
 75%|███████▍  | 14908/19900 [7:35:05<1:46:25,  1.28s/it]
 75%|███████▍  | 14909/19900 [7:35:06<1:44:33,  1.26s/it]
 75%|███████▍  | 14910/19900 [7:35:07<1:42:57,  1.24s/it]
 75%|███████▍  | 14911/19900 [7:35:08<1:42:46,  1.24s/it]
 75%|███████▍  | 14912/19900 [7:35:10<1:41:48,  1.22s/it]
 75%|███████▍  | 14913/19900 [7:35:11<1:41:27,  1.22s/it]
 75%|███████▍  | 14914/19900 [7:35:12<1:39:51,  1.20s/it]
 75%|███████▍  | 14915/19900 [7:35:13<1:37:20,  1.17s/it]
 75%|███████▍  | 14916/19900 [7:35:14<1:36:51,  1.17s/it]
 75%|███████▍  | 14917/19900 [7:35:15<1:36:50,  1.17s/it]
 75%|███████▍  | 14918/19900 [7:35:16<1:33:56,  1.13s/it]
 75%|███████▍  | 14919/19900 [7:35:17<1:31:39,  1.10s/it]
 75%|███████▍  | 14920/19900 [7:35:19<1:30:23,  1.09s/it]
 75%|███████▍  | 14921/19900 [7:35:20<1:27:58,  1.06s/it]
 75%|███████▍  | 14922/19900 [7:35:21<1:26:58,  1.05s/it]
 75%|███████▍  | 14923/19900 [7:35:22<1:47:29,  1.30s/it]
 75%|███████▍  | 14924/19900 [7:35:24<1:51:05,  1.34s/it]
 75%|███████▌  | 14925/19900 [7:35:25<1:47:54,  1.30s/it]
 75%|███████▌  | 14926/19900 [7:35:28<2:29:02,  1.80s/it]
 75%|███████▌  | 14927/19900 [7:35:30<2:38:38,  1.91s/it]
 75%|███████▌  | 14928/19900 [7:35:32<2:40:12,  1.93s/it]
 75%|███████▌  | 14929/19900 [7:35:34<2:39:29,  1.93s/it]
 75%|███████▌  | 14930/19900 [7:35:36<2:36:54,  1.89s/it]
 75%|███████▌  | 14931/19900 [7:35:38<2:32:48,  1.85s/it]
 75%|███████▌  | 14932/19900 [7:35:39<2:30:35,  1.82s/it]
 75%|███████▌  | 14933/19900 [7:35:41<2:30:12,  1.81s/it]
 75%|███████▌  | 14934/19900 [7:35:43<2:30:47,  1.82s/it]
 75%|███████▌  | 14935/19900 [7:35:45<2:26:56,  1.78s/it]
 75%|███████▌  | 14936/19900 [7:35:46<2:24:10,  1.74s/it]
 75%|███████▌  | 14937/19900 [7:35:48<2:21:33,  1.71s/it]
 75%|███████▌  | 14938/19900 [7:35:50<2:17:39,  1.66s/it]
 75%|███████▌  | 14939/19900 [7:35:51<2:14:57,  1.63s/it]
 75%|███████▌  | 14940/19900 [7:35:53<2:12:01,  1.60s/it]
 75%|███████▌  | 14941/19900 [7:35:54<2:09:51,  1.57s/it]
 75%|███████▌  | 14942/19900 [7:35:56<2:08:38,  1.56s/it]
 75%|███████▌  | 14943/19900 [7:35:57<2:07:51,  1.55s/it]
 75%|███████▌  | 14944/19900 [7:35:59<2:06:07,  1.53s/it]
 75%|███████▌  | 14945/19900 [7:36:00<2:03:58,  1.50s/it]
 75%|███████▌  | 14946/19900 [7:36:02<2:02:20,  1.48s/it]
 75%|███████▌  | 14947/19900 [7:36:03<2:03:24,  1.49s/it]
 75%|███████▌  | 14948/19900 [7:36:05<2:03:30,  1.50s/it]
 75%|███████▌  | 14949/19900 [7:36:06<2:02:46,  1.49s/it]
 75%|███████▌  | 14950/19900 [7:36:07<2:00:57,  1.47s/it]
 75%|███████▌  | 14951/19900 [7:36:09<1:58:37,  1.44s/it]
 75%|███████▌  | 14952/19900 [7:36:10<1:55:58,  1.41s/it]
 75%|███████▌  | 14953/19900 [7:36:11<1:53:09,  1.37s/it]
 75%|███████▌  | 14954/19900 [7:36:13<1:52:44,  1.37s/it]
 75%|███████▌  | 14955/19900 [7:36:14<1:51:44,  1.36s/it]
 75%|███████▌  | 14956/19900 [7:36:15<1:49:30,  1.33s/it]
 75%|███████▌  | 14957/19900 [7:36:17<1:49:07,  1.32s/it]
 75%|███████▌  | 14958/19900 [7:36:18<1:46:45,  1.30s/it]
 75%|███████▌  | 14959/19900 [7:36:19<1:45:56,  1.29s/it]
 75%|███████▌  | 14960/19900 [7:36:20<1:45:16,  1.28s/it]
 75%|███████▌  | 14961/19900 [7:36:22<1:44:12,  1.27s/it]
 75%|███████▌  | 14962/19900 [7:36:23<1:43:40,  1.26s/it]
 75%|███████▌  | 14963/19900 [7:36:24<1:43:55,  1.26s/it]
 75%|███████▌  | 14964/19900 [7:36:25<1:41:57,  1.24s/it]
 75%|███████▌  | 14965/19900 [7:36:27<1:38:57,  1.20s/it]
 75%|███████▌  | 14966/19900 [7:36:28<1:36:36,  1.17s/it]
 75%|███████▌  | 14967/19900 [7:36:29<1:34:14,  1.15s/it]
 75%|███████▌  | 14968/19900 [7:36:30<1:34:14,  1.15s/it]
 75%|███████▌  | 14969/19900 [7:36:31<1:32:46,  1.13s/it]
 75%|███████▌  | 14970/19900 [7:36:32<1:31:24,  1.11s/it]
 75%|███████▌  | 14971/19900 [7:36:33<1:28:50,  1.08s/it]
 75%|███████▌  | 14972/19900 [7:36:34<1:27:17,  1.06s/it]
 75%|███████▌  | 14973/19900 [7:36:35<1:26:12,  1.05s/it]
 75%|███████▌  | 14974/19900 [7:36:36<1:22:12,  1.00s/it]
 75%|███████▌  | 14975/19900 [7:36:38<1:55:03,  1.40s/it]
 75%|███████▌  | 14976/19900 [7:36:40<2:13:33,  1.63s/it]
 75%|███████▌  | 14977/19900 [7:36:42<2:21:33,  1.73s/it]
 75%|███████▌  | 14978/19900 [7:36:44<2:25:47,  1.78s/it]
 75%|███████▌  | 14979/19900 [7:36:46<2:28:13,  1.81s/it]
 75%|███████▌  | 14980/19900 [7:36:48<2:29:14,  1.82s/it]
 75%|███████▌  | 14981/19900 [7:36:50<2:28:04,  1.81s/it]
 75%|███████▌  | 14982/19900 [7:36:52<2:28:28,  1.81s/it]
 75%|███████▌  | 14983/19900 [7:36:53<2:27:11,  1.80s/it]
 75%|███████▌  | 14984/19900 [7:36:55<2:25:10,  1.77s/it]
 75%|███████▌  | 14985/19900 [7:36:57<2:23:30,  1.75s/it]
 75%|███████▌  | 14986/19900 [7:36:58<2:18:45,  1.69s/it]
 75%|███████▌  | 14987/19900 [7:37:00<2:16:24,  1.67s/it]
 75%|███████▌  | 14988/19900 [7:37:02<2:15:08,  1.65s/it]
 75%|███████▌  | 14989/19900 [7:37:03<2:12:05,  1.61s/it]
 75%|███████▌  | 14990/19900 [7:37:05<2:10:32,  1.60s/it]
 75%|███████▌  | 14991/19900 [7:37:06<2:10:24,  1.59s/it]
 75%|███████▌  | 14992/19900 [7:37:08<2:09:44,  1.59s/it]
 75%|███████▌  | 14993/19900 [7:37:09<2:09:45,  1.59s/it]
 75%|███████▌  | 14994/19900 [7:37:11<2:09:01,  1.58s/it]
 75%|███████▌  | 14995/19900 [7:37:13<2:09:13,  1.58s/it]
 75%|███████▌  | 14996/19900 [7:37:14<2:06:35,  1.55s/it]
 75%|███████▌  | 14997/19900 [7:37:16<2:04:38,  1.53s/it]
 75%|███████▌  | 14998/19900 [7:37:17<2:05:21,  1.53s/it]
 75%|███████▌  | 14999/19900 [7:37:19<2:03:51,  1.52s/it]
 75%|███████▌  | 15000/19900 [7:37:20<2:01:54,  1.49s/it]
                                                         

 75%|███████▌  | 15000/19900 [7:37:20<2:01:54,  1.49s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.266068935394287, 'eval_wer': 0.8830290736984449, 'eval_cer': 0.3172405342482539, 'eval_runtime': 123.4423, 'eval_samples_per_second': 23.963, 'eval_steps_per_second': 2.997, 'epoch': 72.86}
{'loss': 2.2976, 'learning_rate': 2.226117318435754e-05, 'epoch': 73.37}
{'loss': 2.3002, 'learning_rate': 2.184217877094972e-05, 'epoch': 73.87}
{'loss': 2.2536, 'learning_rate': 2.14231843575419e-05, 'epoch': 74.37}
{'loss': 2.2683, 'learning_rate': 2.1004189944134078e-05, 'epoch': 74.87}
{'loss': 2.2559, 'learning_rate': 2.0585195530726257e-05, 'epoch': 75.38}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.72it/s]

  1%|          | 3/370 [00:00<01:02,  5.87it/s]

  1%|          | 4/370 [00:00<01:13,  4.95it/s]

  1%|▏         | 5/370 [00:00<01:18,  4.64it/s]

  2%|▏         | 6/370 [00:01<01:12,  5.01it/s]

  2%|▏         | 7/370 [00:01<01:21,  4.43it/s]

  2%|▏         | 8/370 [00:01<01:19,  4.58it/s]

  2%|▏         | 9/370 [00:01<01:20,  4.49it/s]

  3%|▎         | 10/370 [00:02<01:20,  4.49it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.46it/s]

  3%|▎         | 12/370 [00:02<01:20,  4.42it/s]

  4%|▎         | 13/370 [00:02<01:21,  4.38it/s]

  4%|▍         | 14/370 [00:03<01:25,  4.16it/s]

  4%|▍         | 15/370 [00:03<01:20,  4.41it/s]

  4%|▍         | 16/370 [00:03<01:23,  4.25it/s]

  5%|▍         | 17/370 [00:03<01:18,  4.52it/s]

  5%|▍         | 18/370 [00:03<01:15,  4.68it/s]

  5%|▌         | 19/370 [00:04<01:19,  4.44it/s]

  5%|▌         | 20/370 [00:04<01:21,  4.29it/s]

  6%|▌         | 21/370 [00:04<01:18,  4.42it/s]

  6%|▌         | 22/370 [00:04<01:16,  4.54it/s]

  6%|▌         | 23/370 [00:05<01:17,  4.50it/s]

  6%|▋         | 24/370 [00:05<01:17,  4.45it/s]

  7%|▋         | 25/370 [00:05<01:18,  4.42it/s]

  7%|▋         | 26/370 [00:05<01:13,  4.66it/s]

  7%|▋         | 27/370 [00:05<01:14,  4.62it/s]

  8%|▊         | 28/370 [00:06<01:15,  4.52it/s]

  8%|▊         | 29/370 [00:06<01:19,  4.31it/s]

  8%|▊         | 30/370 [00:06<01:19,  4.28it/s]

  8%|▊         | 31/370 [00:06<01:17,  4.36it/s]

  9%|▊         | 32/370 [00:07<01:16,  4.42it/s]

  9%|▉         | 33/370 [00:07<01:15,  4.44it/s]

  9%|▉         | 34/370 [00:07<01:15,  4.47it/s]

  9%|▉         | 35/370 [00:07<01:23,  4.02it/s]

 10%|▉         | 36/370 [00:08<01:24,  3.98it/s]

 10%|█         | 37/370 [00:08<01:18,  4.25it/s]

 10%|█         | 38/370 [00:08<01:21,  4.06it/s]

 11%|█         | 39/370 [00:08<01:17,  4.29it/s]

 11%|█         | 40/370 [00:08<01:17,  4.27it/s]

 11%|█         | 41/370 [00:09<01:13,  4.46it/s]

 11%|█▏        | 42/370 [00:09<01:15,  4.32it/s]

 12%|█▏        | 43/370 [00:09<01:16,  4.28it/s]

 12%|█▏        | 44/370 [00:09<01:13,  4.44it/s]

 12%|█▏        | 45/370 [00:10<01:20,  4.04it/s]

 12%|█▏        | 46/370 [00:10<01:17,  4.20it/s]

 13%|█▎        | 47/370 [00:10<01:23,  3.88it/s]

 13%|█▎        | 48/370 [00:10<01:25,  3.77it/s]

 13%|█▎        | 49/370 [00:11<01:18,  4.08it/s]

 14%|█▎        | 50/370 [00:11<01:11,  4.49it/s]

 14%|█▍        | 51/370 [00:11<01:14,  4.30it/s]

 14%|█▍        | 52/370 [00:11<01:08,  4.61it/s]

 14%|█▍        | 53/370 [00:12<01:12,  4.39it/s]

 15%|█▍        | 54/370 [00:12<01:08,  4.60it/s]

 15%|█▍        | 55/370 [00:12<01:12,  4.37it/s]

 15%|█▌        | 56/370 [00:12<01:11,  4.39it/s]

 15%|█▌        | 57/370 [00:12<01:04,  4.82it/s]

 16%|█▌        | 58/370 [00:13<01:09,  4.47it/s]

 16%|█▌        | 59/370 [00:13<01:08,  4.55it/s]

 16%|█▌        | 60/370 [00:13<01:04,  4.80it/s]

 16%|█▋        | 61/370 [00:13<01:03,  4.83it/s]

 17%|█▋        | 62/370 [00:13<01:05,  4.68it/s]

 17%|█▋        | 63/370 [00:14<01:03,  4.87it/s]

 17%|█▋        | 64/370 [00:14<01:01,  4.95it/s]

 18%|█▊        | 65/370 [00:14<01:03,  4.78it/s]

 18%|█▊        | 66/370 [00:14<01:02,  4.84it/s]

 18%|█▊        | 67/370 [00:14<01:05,  4.60it/s]

 18%|█▊        | 68/370 [00:15<01:10,  4.31it/s]

 19%|█▊        | 69/370 [00:15<01:05,  4.63it/s]

 19%|█▉        | 70/370 [00:15<01:03,  4.74it/s]

 19%|█▉        | 71/370 [00:15<01:07,  4.46it/s]

 19%|█▉        | 72/370 [00:16<01:01,  4.81it/s]

 20%|█▉        | 73/370 [00:16<01:02,  4.76it/s]

 20%|██        | 74/370 [00:16<01:05,  4.52it/s]

 20%|██        | 75/370 [00:16<01:13,  4.01it/s]

 21%|██        | 76/370 [00:17<01:08,  4.31it/s]

 21%|██        | 77/370 [00:17<01:04,  4.55it/s]

 21%|██        | 78/370 [00:17<01:05,  4.48it/s]

 21%|██▏       | 79/370 [00:17<01:04,  4.49it/s]

 22%|██▏       | 80/370 [00:17<01:04,  4.47it/s]

 22%|██▏       | 81/370 [00:18<01:02,  4.61it/s]

 22%|██▏       | 82/370 [00:18<01:04,  4.46it/s]

 22%|██▏       | 83/370 [00:18<01:07,  4.27it/s]

 23%|██▎       | 84/370 [00:18<01:08,  4.15it/s]

 23%|██▎       | 85/370 [00:19<01:06,  4.29it/s]

 23%|██▎       | 86/370 [00:19<01:05,  4.32it/s]

 24%|██▎       | 87/370 [00:19<01:03,  4.42it/s]

 24%|██▍       | 88/370 [00:19<01:07,  4.18it/s]

 24%|██▍       | 89/370 [00:20<01:09,  4.07it/s]

 24%|██▍       | 90/370 [00:20<01:07,  4.17it/s]

 25%|██▍       | 91/370 [00:20<01:04,  4.35it/s]

 25%|██▍       | 92/370 [00:20<01:05,  4.26it/s]

 25%|██▌       | 93/370 [00:21<01:08,  4.05it/s]

 25%|██▌       | 94/370 [00:21<01:06,  4.13it/s]

 26%|██▌       | 95/370 [00:21<01:12,  3.78it/s]

 26%|██▌       | 96/370 [00:21<01:11,  3.81it/s]

 26%|██▌       | 97/370 [00:22<01:09,  3.95it/s]

 26%|██▋       | 98/370 [00:22<01:07,  4.05it/s]

 27%|██▋       | 99/370 [00:22<01:04,  4.19it/s]

 27%|██▋       | 100/370 [00:22<01:01,  4.37it/s]

 27%|██▋       | 101/370 [00:22<01:00,  4.47it/s]

 28%|██▊       | 102/370 [00:23<00:57,  4.64it/s]

 28%|██▊       | 103/370 [00:23<00:54,  4.90it/s]

 28%|██▊       | 104/370 [00:23<00:59,  4.44it/s]

 28%|██▊       | 105/370 [00:23<00:58,  4.55it/s]

 29%|██▊       | 106/370 [00:24<01:04,  4.10it/s]

 29%|██▉       | 107/370 [00:24<01:02,  4.21it/s]

 29%|██▉       | 108/370 [00:24<00:59,  4.38it/s]

 29%|██▉       | 109/370 [00:24<01:01,  4.27it/s]

 30%|██▉       | 110/370 [00:24<00:58,  4.47it/s]

 30%|███       | 111/370 [00:25<00:58,  4.41it/s]

 30%|███       | 112/370 [00:25<00:59,  4.35it/s]

 31%|███       | 113/370 [00:25<00:58,  4.41it/s]

 31%|███       | 114/370 [00:25<00:56,  4.51it/s]

 31%|███       | 115/370 [00:26<00:59,  4.30it/s]

 31%|███▏      | 116/370 [00:26<01:01,  4.11it/s]

 32%|███▏      | 117/370 [00:26<01:04,  3.93it/s]

 32%|███▏      | 118/370 [00:26<01:03,  3.99it/s]

 32%|███▏      | 119/370 [00:27<01:02,  4.02it/s]

 32%|███▏      | 120/370 [00:27<01:00,  4.16it/s]

 33%|███▎      | 121/370 [00:27<01:00,  4.13it/s]

 33%|███▎      | 122/370 [00:27<01:00,  4.13it/s]

 33%|███▎      | 123/370 [00:28<00:57,  4.28it/s]

 34%|███▎      | 124/370 [00:28<00:53,  4.63it/s]

 34%|███▍      | 125/370 [00:28<00:56,  4.36it/s]

 34%|███▍      | 126/370 [00:28<00:56,  4.34it/s]

 34%|███▍      | 127/370 [00:29<01:02,  3.89it/s]

 35%|███▍      | 128/370 [00:29<01:00,  3.97it/s]

 35%|███▍      | 129/370 [00:29<01:03,  3.78it/s]

 35%|███▌      | 130/370 [00:29<01:03,  3.80it/s]

 35%|███▌      | 131/370 [00:30<01:04,  3.70it/s]

 36%|███▌      | 132/370 [00:30<00:59,  4.02it/s]

 36%|███▌      | 133/370 [00:30<00:57,  4.15it/s]

 36%|███▌      | 134/370 [00:30<00:56,  4.18it/s]

 36%|███▋      | 135/370 [00:31<00:56,  4.15it/s]

 37%|███▋      | 136/370 [00:31<00:55,  4.22it/s]

 37%|███▋      | 137/370 [00:31<00:55,  4.21it/s]

 37%|███▋      | 138/370 [00:31<00:55,  4.21it/s]

 38%|███▊      | 139/370 [00:32<00:59,  3.91it/s]

 38%|███▊      | 140/370 [00:32<00:55,  4.13it/s]

 38%|███▊      | 141/370 [00:32<00:59,  3.87it/s]

 38%|███▊      | 142/370 [00:32<01:00,  3.80it/s]

 39%|███▊      | 143/370 [00:33<00:58,  3.87it/s]

 39%|███▉      | 144/370 [00:33<01:00,  3.76it/s]

 39%|███▉      | 145/370 [00:33<01:03,  3.56it/s]

 39%|███▉      | 146/370 [00:33<00:59,  3.74it/s]

 40%|███▉      | 147/370 [00:34<00:58,  3.79it/s]

 40%|████      | 148/370 [00:34<01:00,  3.68it/s]

 40%|████      | 149/370 [00:34<00:57,  3.84it/s]

 41%|████      | 150/370 [00:34<00:52,  4.16it/s]

 41%|████      | 151/370 [00:35<00:50,  4.33it/s]

 41%|████      | 152/370 [00:35<00:51,  4.25it/s]

 41%|████▏     | 153/370 [00:35<00:52,  4.16it/s]

 42%|████▏     | 154/370 [00:35<00:57,  3.76it/s]

 42%|████▏     | 155/370 [00:36<00:56,  3.82it/s]

 42%|████▏     | 156/370 [00:36<00:55,  3.85it/s]

 42%|████▏     | 157/370 [00:36<00:55,  3.82it/s]

 43%|████▎     | 158/370 [00:36<00:55,  3.85it/s]

 43%|████▎     | 159/370 [00:37<00:51,  4.09it/s]

 43%|████▎     | 160/370 [00:37<00:52,  4.01it/s]

 44%|████▎     | 161/370 [00:37<00:52,  4.01it/s]

 44%|████▍     | 162/370 [00:37<00:53,  3.92it/s]

 44%|████▍     | 163/370 [00:38<00:50,  4.11it/s]

 44%|████▍     | 164/370 [00:38<00:50,  4.05it/s]

 45%|████▍     | 165/370 [00:38<00:52,  3.87it/s]

 45%|████▍     | 166/370 [00:38<00:53,  3.84it/s]

 45%|████▌     | 167/370 [00:39<00:53,  3.81it/s]

 45%|████▌     | 168/370 [00:39<00:51,  3.91it/s]

 46%|████▌     | 169/370 [00:39<00:50,  4.01it/s]

 46%|████▌     | 170/370 [00:39<00:51,  3.90it/s]

 46%|████▌     | 171/370 [00:40<00:52,  3.78it/s]

 46%|████▋     | 172/370 [00:40<00:53,  3.67it/s]

 47%|████▋     | 173/370 [00:40<00:53,  3.65it/s]

 47%|████▋     | 174/370 [00:41<00:54,  3.57it/s]

 47%|████▋     | 175/370 [00:41<00:50,  3.89it/s]

 48%|████▊     | 176/370 [00:41<00:48,  3.99it/s]

 48%|████▊     | 177/370 [00:41<00:54,  3.57it/s]

 48%|████▊     | 178/370 [00:42<00:50,  3.81it/s]

 48%|████▊     | 179/370 [00:42<00:49,  3.87it/s]

 49%|████▊     | 180/370 [00:42<00:44,  4.27it/s]

 49%|████▉     | 181/370 [00:42<00:44,  4.26it/s]

 49%|████▉     | 182/370 [00:43<00:44,  4.23it/s]

 49%|████▉     | 183/370 [00:43<00:46,  4.06it/s]

 50%|████▉     | 184/370 [00:43<00:45,  4.11it/s]

 50%|█████     | 185/370 [00:43<00:42,  4.32it/s]

 50%|█████     | 186/370 [00:43<00:43,  4.23it/s]

 51%|█████     | 187/370 [00:44<00:44,  4.15it/s]

 51%|█████     | 188/370 [00:44<00:46,  3.89it/s]

 51%|█████     | 189/370 [00:44<00:47,  3.83it/s]

 51%|█████▏    | 190/370 [00:45<00:46,  3.86it/s]

 52%|█████▏    | 191/370 [00:45<00:44,  4.06it/s]

 52%|█████▏    | 192/370 [00:45<00:44,  3.97it/s]

 52%|█████▏    | 193/370 [00:45<00:45,  3.93it/s]

 52%|█████▏    | 194/370 [00:45<00:40,  4.33it/s]

 53%|█████▎    | 195/370 [00:46<00:41,  4.21it/s]

 53%|█████▎    | 196/370 [00:46<00:40,  4.27it/s]

 53%|█████▎    | 197/370 [00:46<00:40,  4.31it/s]

 54%|█████▎    | 198/370 [00:46<00:42,  4.04it/s]

 54%|█████▍    | 199/370 [00:47<00:41,  4.17it/s]

 54%|█████▍    | 200/370 [00:47<00:41,  4.11it/s]

 54%|█████▍    | 201/370 [00:47<00:40,  4.22it/s]

 55%|█████▍    | 202/370 [00:47<00:39,  4.26it/s]

 55%|█████▍    | 203/370 [00:48<00:38,  4.32it/s]

 55%|█████▌    | 204/370 [00:48<00:43,  3.83it/s]

 55%|█████▌    | 205/370 [00:48<00:40,  4.11it/s]

 56%|█████▌    | 206/370 [00:48<00:40,  4.03it/s]

 56%|█████▌    | 207/370 [00:49<00:41,  3.97it/s]

 56%|█████▌    | 208/370 [00:49<00:42,  3.79it/s]

 56%|█████▋    | 209/370 [00:49<00:41,  3.90it/s]

 57%|█████▋    | 210/370 [00:49<00:42,  3.73it/s]

 57%|█████▋    | 211/370 [00:50<00:45,  3.50it/s]

 57%|█████▋    | 212/370 [00:50<00:43,  3.62it/s]

 58%|█████▊    | 213/370 [00:50<00:43,  3.59it/s]

 58%|█████▊    | 214/370 [00:51<00:40,  3.84it/s]

 58%|█████▊    | 215/370 [00:51<00:40,  3.84it/s]

 58%|█████▊    | 216/370 [00:51<00:39,  3.87it/s]

 59%|█████▊    | 217/370 [00:51<00:38,  3.98it/s]

 59%|█████▉    | 218/370 [00:52<00:36,  4.17it/s]

 59%|█████▉    | 219/370 [00:52<00:37,  4.04it/s]

 59%|█████▉    | 220/370 [00:52<00:38,  3.91it/s]

 60%|█████▉    | 221/370 [00:52<00:39,  3.74it/s]

 60%|██████    | 222/370 [00:53<00:38,  3.81it/s]

 60%|██████    | 223/370 [00:53<00:40,  3.64it/s]

 61%|██████    | 224/370 [00:53<00:43,  3.36it/s]

 61%|██████    | 225/370 [00:54<00:46,  3.13it/s]

 61%|██████    | 226/370 [00:54<00:45,  3.20it/s]

 61%|██████▏   | 227/370 [00:54<00:44,  3.18it/s]

 62%|██████▏   | 228/370 [00:55<00:44,  3.16it/s]

 62%|██████▏   | 229/370 [00:55<00:44,  3.17it/s]

 62%|██████▏   | 230/370 [00:55<00:43,  3.19it/s]

 62%|██████▏   | 231/370 [00:55<00:41,  3.32it/s]

 63%|██████▎   | 232/370 [00:56<00:43,  3.16it/s]

 63%|██████▎   | 233/370 [00:56<00:43,  3.12it/s]

 63%|██████▎   | 234/370 [00:56<00:41,  3.29it/s]

 64%|██████▎   | 235/370 [00:57<00:39,  3.44it/s]

 64%|██████▍   | 236/370 [00:57<00:36,  3.65it/s]

 64%|██████▍   | 237/370 [00:57<00:36,  3.64it/s]

 64%|██████▍   | 238/370 [00:57<00:35,  3.72it/s]

 65%|██████▍   | 239/370 [00:58<00:34,  3.79it/s]

 65%|██████▍   | 240/370 [00:58<00:35,  3.63it/s]

 65%|██████▌   | 241/370 [00:58<00:37,  3.48it/s]

 65%|██████▌   | 242/370 [00:59<00:36,  3.52it/s]

 66%|██████▌   | 243/370 [00:59<00:38,  3.31it/s]

 66%|██████▌   | 244/370 [00:59<00:39,  3.17it/s]

 66%|██████▌   | 245/370 [01:00<00:37,  3.33it/s]

 66%|██████▋   | 246/370 [01:00<00:38,  3.23it/s]

 67%|██████▋   | 247/370 [01:00<00:34,  3.60it/s]

 67%|██████▋   | 248/370 [01:00<00:34,  3.58it/s]

 67%|██████▋   | 249/370 [01:01<00:34,  3.55it/s]

 68%|██████▊   | 250/370 [01:01<00:34,  3.53it/s]

 68%|██████▊   | 251/370 [01:01<00:33,  3.59it/s]

 68%|██████▊   | 252/370 [01:02<00:35,  3.30it/s]

 68%|██████▊   | 253/370 [01:02<00:35,  3.28it/s]

 69%|██████▊   | 254/370 [01:02<00:34,  3.37it/s]

 69%|██████▉   | 255/370 [01:02<00:33,  3.40it/s]

 69%|██████▉   | 256/370 [01:03<00:35,  3.18it/s]

 69%|██████▉   | 257/370 [01:03<00:36,  3.07it/s]

 70%|██████▉   | 258/370 [01:03<00:35,  3.17it/s]

 70%|███████   | 259/370 [01:04<00:33,  3.28it/s]

 70%|███████   | 260/370 [01:04<00:31,  3.51it/s]

 71%|███████   | 261/370 [01:04<00:31,  3.45it/s]

 71%|███████   | 262/370 [01:05<00:32,  3.30it/s]

 71%|███████   | 263/370 [01:05<00:33,  3.23it/s]

 71%|███████▏  | 264/370 [01:05<00:33,  3.17it/s]

 72%|███████▏  | 265/370 [01:06<00:32,  3.25it/s]

 72%|███████▏  | 266/370 [01:06<00:33,  3.09it/s]

 72%|███████▏  | 267/370 [01:06<00:33,  3.08it/s]

 72%|███████▏  | 268/370 [01:07<00:32,  3.13it/s]

 73%|███████▎  | 269/370 [01:07<00:32,  3.07it/s]

 73%|███████▎  | 270/370 [01:07<00:32,  3.11it/s]

 73%|███████▎  | 271/370 [01:08<00:31,  3.09it/s]

 74%|███████▎  | 272/370 [01:08<00:29,  3.29it/s]

 74%|███████▍  | 273/370 [01:08<00:29,  3.25it/s]

 74%|███████▍  | 274/370 [01:08<00:29,  3.30it/s]

 74%|███████▍  | 275/370 [01:09<00:28,  3.33it/s]

 75%|███████▍  | 276/370 [01:09<00:28,  3.33it/s]

 75%|███████▍  | 277/370 [01:09<00:28,  3.24it/s]

 75%|███████▌  | 278/370 [01:10<00:30,  3.06it/s]

 75%|███████▌  | 279/370 [01:10<00:29,  3.11it/s]

 76%|███████▌  | 280/370 [01:10<00:29,  3.09it/s]

 76%|███████▌  | 281/370 [01:11<00:27,  3.20it/s]

 76%|███████▌  | 282/370 [01:11<00:27,  3.24it/s]

 76%|███████▋  | 283/370 [01:11<00:26,  3.27it/s]

 77%|███████▋  | 284/370 [01:12<00:27,  3.09it/s]

 77%|███████▋  | 285/370 [01:12<00:28,  2.97it/s]

 77%|███████▋  | 286/370 [01:12<00:28,  2.98it/s]

 78%|███████▊  | 287/370 [01:13<00:27,  3.01it/s]

 78%|███████▊  | 288/370 [01:13<00:26,  3.12it/s]

 78%|███████▊  | 289/370 [01:13<00:24,  3.35it/s]

 78%|███████▊  | 290/370 [01:13<00:24,  3.26it/s]

 79%|███████▊  | 291/370 [01:14<00:24,  3.24it/s]

 79%|███████▉  | 292/370 [01:14<00:23,  3.34it/s]

 79%|███████▉  | 293/370 [01:14<00:23,  3.30it/s]

 79%|███████▉  | 294/370 [01:15<00:22,  3.40it/s]

 80%|███████▉  | 295/370 [01:15<00:21,  3.49it/s]

 80%|████████  | 296/370 [01:15<00:21,  3.52it/s]

 80%|████████  | 297/370 [01:15<00:21,  3.37it/s]

 81%|████████  | 298/370 [01:16<00:22,  3.18it/s]

 81%|████████  | 299/370 [01:16<00:21,  3.28it/s]

 81%|████████  | 300/370 [01:16<00:22,  3.13it/s]

 81%|████████▏ | 301/370 [01:17<00:22,  3.08it/s]

 82%|████████▏ | 302/370 [01:17<00:20,  3.25it/s]

 82%|████████▏ | 303/370 [01:17<00:20,  3.26it/s]

 82%|████████▏ | 304/370 [01:18<00:20,  3.19it/s]

 82%|████████▏ | 305/370 [01:18<00:20,  3.14it/s]

 83%|████████▎ | 306/370 [01:18<00:20,  3.10it/s]

 83%|████████▎ | 307/370 [01:19<00:19,  3.20it/s]

 83%|████████▎ | 308/370 [01:19<00:19,  3.18it/s]

 84%|████████▎ | 309/370 [01:19<00:18,  3.23it/s]

 84%|████████▍ | 310/370 [01:20<00:18,  3.16it/s]

 84%|████████▍ | 311/370 [01:20<00:18,  3.18it/s]

 84%|████████▍ | 312/370 [01:20<00:18,  3.21it/s]

 85%|████████▍ | 313/370 [01:21<00:17,  3.29it/s]

 85%|████████▍ | 314/370 [01:21<00:16,  3.49it/s]

 85%|████████▌ | 315/370 [01:21<00:15,  3.49it/s]

 85%|████████▌ | 316/370 [01:21<00:16,  3.37it/s]

 86%|████████▌ | 317/370 [01:22<00:16,  3.18it/s]

 86%|████████▌ | 318/370 [01:22<00:16,  3.08it/s]

 86%|████████▌ | 319/370 [01:22<00:15,  3.21it/s]

 86%|████████▋ | 320/370 [01:23<00:15,  3.24it/s]

 87%|████████▋ | 321/370 [01:23<00:15,  3.23it/s]

 87%|████████▋ | 322/370 [01:23<00:14,  3.31it/s]

 87%|████████▋ | 323/370 [01:24<00:14,  3.27it/s]

 88%|████████▊ | 324/370 [01:24<00:13,  3.38it/s]

 88%|████████▊ | 325/370 [01:24<00:13,  3.33it/s]

 88%|████████▊ | 326/370 [01:24<00:13,  3.20it/s]

 88%|████████▊ | 327/370 [01:25<00:13,  3.14it/s]

 89%|████████▊ | 328/370 [01:25<00:12,  3.41it/s]

 89%|████████▉ | 329/370 [01:25<00:11,  3.46it/s]

 89%|████████▉ | 330/370 [01:26<00:11,  3.37it/s]

 89%|████████▉ | 331/370 [01:26<00:11,  3.35it/s]

 90%|████████▉ | 332/370 [01:26<00:11,  3.45it/s]

 90%|█████████ | 333/370 [01:27<00:10,  3.50it/s]

 90%|█████████ | 334/370 [01:27<00:10,  3.46it/s]

 91%|█████████ | 335/370 [01:27<00:10,  3.45it/s]

 91%|█████████ | 336/370 [01:27<00:09,  3.50it/s]

 91%|█████████ | 337/370 [01:28<00:09,  3.41it/s]

 91%|█████████▏| 338/370 [01:28<00:09,  3.34it/s]

 92%|█████████▏| 339/370 [01:28<00:09,  3.22it/s]

 92%|█████████▏| 340/370 [01:29<00:09,  3.18it/s]

 92%|█████████▏| 341/370 [01:29<00:08,  3.28it/s]

 92%|█████████▏| 342/370 [01:29<00:08,  3.43it/s]

 93%|█████████▎| 343/370 [01:29<00:07,  3.52it/s]

 93%|█████████▎| 344/370 [01:30<00:07,  3.30it/s]

 93%|█████████▎| 345/370 [01:30<00:08,  3.08it/s]

 94%|█████████▎| 346/370 [01:31<00:07,  3.00it/s]

 94%|█████████▍| 347/370 [01:31<00:07,  3.04it/s]

 94%|█████████▍| 348/370 [01:31<00:06,  3.23it/s]

 94%|█████████▍| 349/370 [01:31<00:06,  3.19it/s]

 95%|█████████▍| 350/370 [01:32<00:06,  3.32it/s]

 95%|█████████▍| 351/370 [01:32<00:05,  3.19it/s]

 95%|█████████▌| 352/370 [01:32<00:05,  3.08it/s]

 95%|█████████▌| 353/370 [01:33<00:05,  3.17it/s]

 96%|█████████▌| 354/370 [01:33<00:05,  3.16it/s]

 96%|█████████▌| 355/370 [01:33<00:04,  3.35it/s]

 96%|█████████▌| 356/370 [01:34<00:04,  3.47it/s]

 96%|█████████▋| 357/370 [01:34<00:03,  3.59it/s]

 97%|█████████▋| 358/370 [01:34<00:03,  3.87it/s]

 97%|█████████▋| 359/370 [01:34<00:02,  3.90it/s]

 97%|█████████▋| 360/370 [01:35<00:02,  3.72it/s]

 98%|█████████▊| 361/370 [01:35<00:02,  3.75it/s]

 98%|█████████▊| 362/370 [01:35<00:02,  3.79it/s]

 98%|█████████▊| 363/370 [01:35<00:01,  4.13it/s]

 98%|█████████▊| 364/370 [01:36<00:01,  3.79it/s]

 99%|█████████▊| 365/370 [01:36<00:01,  3.95it/s]

 99%|█████████▉| 366/370 [01:36<00:01,  3.92it/s]

 99%|█████████▉| 367/370 [01:36<00:00,  3.94it/s]

 99%|█████████▉| 368/370 [01:37<00:00,  3.93it/s]

100%|█████████▉| 369/370 [01:37<00:00,  3.86it/s]

100%|██████████| 370/370 [01:37<00:00,  4.12it/s]
                                                         

                                                 

 75%|███████▌  | 15000/19900 [7:39:25<2:01:54,  1.49s/it]

100%|██████████| 370/370 [02:04<00:00,  4.12it/s]

                                                 Saving model checkpoint to ./checkpoint-15000
Configuration saved in ./checkpoint-15000/config.json
Model weights saved in ./checkpoint-15000/pytorch_model.bin
Configuration saved in ./checkpoint-15000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-13500] due to args.save_total_limit

 75%|███████▌  | 15001/19900 [7:40:44<84:45:34, 62.29s/it]
 75%|███████▌  | 15002/19900 [7:40:45<59:52:49, 44.01s/it]
 75%|███████▌  | 15003/19900 [7:40:47<42:27:13, 31.21s/it]
 75%|███████▌  | 15004/19900 [7:40:48<30:16:28, 22.26s/it]
 75%|███████▌  | 15005/19900 [7:40:49<21:42:12, 15.96s/it]
 75%|███████▌  | 15006/19900 [7:40:51<15:42:51, 11.56s/it]
 75%|███████▌  | 15007/19900 [7:40:52<11:31:07,  8.47s/it]
 75%|███████▌  | 15008/19900 [7:40:53<8:34:21,  6.31s/it] 
 75%|███████▌  | 15009/19900 [7:40:55<6:29:56,  4.78s/it]
 75%|███████▌  | 15010/19900 [7:40:56<5:03:46,  3.73s/it]
 75%|███████▌  | 15011/19900 [7:40:57<4:03:57,  2.99s/it]
 75%|███████▌  | 15012/19900 [7:40:58<3:19:44,  2.45s/it]
 75%|███████▌  | 15013/19900 [7:41:00<2:50:31,  2.09s/it]
 75%|███████▌  | 15014/19900 [7:41:01<2:27:31,  1.81s/it]
 75%|███████▌  | 15015/19900 [7:41:02<2:12:22,  1.63s/it]
 75%|███████▌  | 15016/19900 [7:41:03<1:58:39,  1.46s/it]
 75%|███████▌  | 15017/19900 [7:41:04<1:48:34,  1.33s/it]
 75%|███████▌  | 15018/19900 [7:41:05<1:42:49,  1.26s/it]
 75%|███████▌  | 15019/19900 [7:41:06<1:36:33,  1.19s/it]
 75%|███████▌  | 15020/19900 [7:41:07<1:33:01,  1.14s/it]
 75%|███████▌  | 15021/19900 [7:41:08<1:30:40,  1.12s/it]
 75%|███████▌  | 15022/19900 [7:41:09<1:26:49,  1.07s/it]
 75%|███████▌  | 15023/19900 [7:41:10<1:23:30,  1.03s/it]
 75%|███████▌  | 15024/19900 [7:41:13<2:00:02,  1.48s/it]
 76%|███████▌  | 15025/19900 [7:41:15<2:16:01,  1.67s/it]
 76%|███████▌  | 15026/19900 [7:41:17<2:27:34,  1.82s/it]
 76%|███████▌  | 15027/19900 [7:41:19<2:28:50,  1.83s/it]
 76%|███████▌  | 15028/19900 [7:41:21<2:29:34,  1.84s/it]
 76%|███████▌  | 15029/19900 [7:41:23<2:33:33,  1.89s/it]
 76%|███████▌  | 15030/19900 [7:41:24<2:32:08,  1.87s/it]
 76%|███████▌  | 15031/19900 [7:41:26<2:27:09,  1.81s/it]
 76%|███████▌  | 15032/19900 [7:41:28<2:24:48,  1.78s/it]
 76%|███████▌  | 15033/19900 [7:41:30<2:23:14,  1.77s/it]
 76%|███████▌  | 15034/19900 [7:41:31<2:19:44,  1.72s/it]
 76%|███████▌  | 15035/19900 [7:41:33<2:19:21,  1.72s/it]
 76%|███████▌  | 15036/19900 [7:41:34<2:16:19,  1.68s/it]
 76%|███████▌  | 15037/19900 [7:41:36<2:13:30,  1.65s/it]
 76%|███████▌  | 15038/19900 [7:41:38<2:11:08,  1.62s/it]
 76%|███████▌  | 15039/19900 [7:41:39<2:09:11,  1.59s/it]
 76%|███████▌  | 15040/19900 [7:41:41<2:07:44,  1.58s/it]
 76%|███████▌  | 15041/19900 [7:41:42<2:05:14,  1.55s/it]
 76%|███████▌  | 15042/19900 [7:41:44<2:03:56,  1.53s/it]
 76%|███████▌  | 15043/19900 [7:41:45<2:03:21,  1.52s/it]
 76%|███████▌  | 15044/19900 [7:41:47<2:01:39,  1.50s/it]
 76%|███████▌  | 15045/19900 [7:41:48<2:00:05,  1.48s/it]
 76%|███████▌  | 15046/19900 [7:41:49<1:59:02,  1.47s/it]
 76%|███████▌  | 15047/19900 [7:41:51<1:57:15,  1.45s/it]
 76%|███████▌  | 15048/19900 [7:41:52<1:55:47,  1.43s/it]
 76%|███████▌  | 15049/19900 [7:41:54<1:55:26,  1.43s/it]
 76%|███████▌  | 15050/19900 [7:41:55<1:54:55,  1.42s/it]
 76%|███████▌  | 15051/19900 [7:41:56<1:54:09,  1.41s/it]
 76%|███████▌  | 15052/19900 [7:41:58<1:50:54,  1.37s/it]
 76%|███████▌  | 15053/19900 [7:41:59<1:49:36,  1.36s/it]
 76%|███████▌  | 15054/19900 [7:42:00<1:48:01,  1.34s/it]
 76%|███████▌  | 15055/19900 [7:42:02<1:47:46,  1.33s/it]
 76%|███████▌  | 15056/19900 [7:42:03<1:46:41,  1.32s/it]
 76%|███████▌  | 15057/19900 [7:42:04<1:44:54,  1.30s/it]
 76%|███████▌  | 15058/19900 [7:42:06<1:44:19,  1.29s/it]
 76%|███████▌  | 15059/19900 [7:42:07<1:45:11,  1.30s/it]
 76%|███████▌  | 15060/19900 [7:42:08<1:42:44,  1.27s/it]
 76%|███████▌  | 15061/19900 [7:42:09<1:41:41,  1.26s/it]
 76%|███████▌  | 15062/19900 [7:42:11<1:40:38,  1.25s/it]
 76%|███████▌  | 15063/19900 [7:42:12<1:38:35,  1.22s/it]
 76%|███████▌  | 15064/19900 [7:42:13<1:36:07,  1.19s/it]
 76%|███████▌  | 15065/19900 [7:42:14<1:34:39,  1.17s/it]
 76%|███████▌  | 15066/19900 [7:42:15<1:32:40,  1.15s/it]
 76%|███████▌  | 15067/19900 [7:42:16<1:32:04,  1.14s/it]
 76%|███████▌  | 15068/19900 [7:42:17<1:28:58,  1.10s/it]
 76%|███████▌  | 15069/19900 [7:42:18<1:27:29,  1.09s/it]
 76%|███████▌  | 15070/19900 [7:42:19<1:25:25,  1.06s/it]
 76%|███████▌  | 15071/19900 [7:42:20<1:22:45,  1.03s/it]
 76%|███████▌  | 15072/19900 [7:42:21<1:20:50,  1.00s/it]
 76%|███████▌  | 15073/19900 [7:42:23<1:53:52,  1.42s/it]
 76%|███████▌  | 15074/19900 [7:42:26<2:12:58,  1.65s/it]
 76%|███████▌  | 15075/19900 [7:42:28<2:22:00,  1.77s/it]
 76%|███████▌  | 15076/19900 [7:42:30<2:25:24,  1.81s/it]
 76%|███████▌  | 15077/19900 [7:42:31<2:26:25,  1.82s/it]
 76%|███████▌  | 15078/19900 [7:42:33<2:24:59,  1.80s/it]
 76%|███████▌  | 15079/19900 [7:42:35<2:24:06,  1.79s/it]
 76%|███████▌  | 15080/19900 [7:42:37<2:22:54,  1.78s/it]
 76%|███████▌  | 15081/19900 [7:42:39<2:22:22,  1.77s/it]
 76%|███████▌  | 15082/19900 [7:42:40<2:18:58,  1.73s/it]
 76%|███████▌  | 15083/19900 [7:42:42<2:16:55,  1.71s/it]
 76%|███████▌  | 15084/19900 [7:42:43<2:14:55,  1.68s/it]
 76%|███████▌  | 15085/19900 [7:42:45<2:12:16,  1.65s/it]
 76%|███████▌  | 15086/19900 [7:42:47<2:10:52,  1.63s/it]
 76%|███████▌  | 15087/19900 [7:42:48<2:10:24,  1.63s/it]
 76%|███████▌  | 15088/19900 [7:42:50<2:09:39,  1.62s/it]
 76%|███████▌  | 15089/19900 [7:42:51<2:07:53,  1.60s/it]
 76%|███████▌  | 15090/19900 [7:42:53<2:05:15,  1.56s/it]
 76%|███████▌  | 15091/19900 [7:42:54<2:03:59,  1.55s/it]
 76%|███████▌  | 15092/19900 [7:42:56<2:03:44,  1.54s/it]
 76%|███████▌  | 15093/19900 [7:42:57<2:03:56,  1.55s/it]
 76%|███████▌  | 15094/19900 [7:42:59<2:03:26,  1.54s/it]
 76%|███████▌  | 15095/19900 [7:43:00<2:01:13,  1.51s/it]
 76%|███████▌  | 15096/19900 [7:43:02<2:02:00,  1.52s/it]
 76%|███████▌  | 15097/19900 [7:43:03<2:00:09,  1.50s/it]
 76%|███████▌  | 15098/19900 [7:43:05<1:56:32,  1.46s/it]
 76%|███████▌  | 15099/19900 [7:43:06<1:53:58,  1.42s/it]
 76%|███████▌  | 15100/19900 [7:43:07<1:52:43,  1.41s/it]
                                                         

 76%|███████▌  | 15100/19900 [7:43:07<1:52:43,  1.41s/it]
 76%|███████▌  | 15101/19900 [7:43:09<1:50:11,  1.38s/it]
 76%|███████▌  | 15102/19900 [7:43:10<1:48:22,  1.36s/it]
 76%|███████▌  | 15103/19900 [7:43:11<1:46:24,  1.33s/it]
 76%|███████▌  | 15104/19900 [7:43:13<1:44:41,  1.31s/it]
 76%|███████▌  | 15105/19900 [7:43:14<1:44:16,  1.30s/it]
 76%|███████▌  | 15106/19900 [7:43:15<1:43:28,  1.30s/it]
 76%|███████▌  | 15107/19900 [7:43:16<1:41:54,  1.28s/it]
 76%|███████▌  | 15108/19900 [7:43:18<1:40:32,  1.26s/it]
 76%|███████▌  | 15109/19900 [7:43:19<1:40:07,  1.25s/it]
 76%|███████▌  | 15110/19900 [7:43:20<1:37:03,  1.22s/it]
 76%|███████▌  | 15111/19900 [7:43:21<1:36:58,  1.22s/it]
 76%|███████▌  | 15112/19900 [7:43:22<1:36:17,  1.21s/it]
 76%|███████▌  | 15113/19900 [7:43:24<1:33:55,  1.18s/it]
 76%|███████▌  | 15114/19900 [7:43:25<1:32:21,  1.16s/it]
 76%|███████▌  | 15115/19900 [7:43:26<1:30:47,  1.14s/it]
 76%|███████▌  | 15116/19900 [7:43:27<1:29:49,  1.13s/it]
 76%|███████▌  | 15117/19900 [7:43:28<1:27:16,  1.09s/it]
 76%|███████▌  | 15118/19900 [7:43:29<1:24:31,  1.06s/it]
 76%|███████▌  | 15119/19900 [7:43:30<1:23:45,  1.05s/it]
 76%|███████▌  | 15120/19900 [7:43:31<1:21:46,  1.03s/it]
 76%|███████▌  | 15121/19900 [7:43:32<1:18:52,  1.01it/s]
 76%|███████▌  | 15122/19900 [7:43:34<1:40:26,  1.26s/it]
 76%|███████▌  | 15123/19900 [7:43:35<1:45:13,  1.32s/it]
 76%|███████▌  | 15124/19900 [7:43:36<1:42:30,  1.29s/it]
 76%|███████▌  | 15125/19900 [7:43:39<2:16:25,  1.71s/it]
 76%|███████▌  | 15126/19900 [7:43:41<2:26:56,  1.85s/it]
 76%|███████▌  | 15127/19900 [7:43:43<2:30:58,  1.90s/it]
 76%|███████▌  | 15128/19900 [7:43:45<2:31:38,  1.91s/it]
 76%|███████▌  | 15129/19900 [7:43:47<2:29:53,  1.89s/it]
 76%|███████▌  | 15130/19900 [7:43:49<2:27:59,  1.86s/it]
 76%|███████▌  | 15131/19900 [7:43:50<2:24:45,  1.82s/it]
 76%|███████▌  | 15132/19900 [7:43:52<2:22:07,  1.79s/it]
 76%|███████▌  | 15133/19900 [7:43:54<2:21:17,  1.78s/it]
 76%|███████▌  | 15134/19900 [7:43:56<2:19:03,  1.75s/it]
 76%|███████▌  | 15135/19900 [7:43:57<2:19:15,  1.75s/it]
 76%|███████▌  | 15136/19900 [7:43:59<2:17:47,  1.74s/it]
 76%|███████▌  | 15137/19900 [7:44:01<2:17:30,  1.73s/it]
 76%|███████▌  | 15138/19900 [7:44:02<2:14:10,  1.69s/it]
 76%|███████▌  | 15139/19900 [7:44:04<2:11:10,  1.65s/it]
 76%|███████▌  | 15140/19900 [7:44:06<2:09:30,  1.63s/it]
 76%|███████▌  | 15141/19900 [7:44:07<2:06:55,  1.60s/it]
 76%|███████▌  | 15142/19900 [7:44:09<2:06:20,  1.59s/it]
 76%|███████▌  | 15143/19900 [7:44:10<2:04:34,  1.57s/it]
 76%|███████▌  | 15144/19900 [7:44:12<2:03:02,  1.55s/it]
 76%|███████▌  | 15145/19900 [7:44:13<2:04:14,  1.57s/it]
 76%|███████▌  | 15146/19900 [7:44:15<2:02:59,  1.55s/it]
 76%|███████▌  | 15147/19900 [7:44:16<2:00:03,  1.52s/it]
 76%|███████▌  | 15148/19900 [7:44:18<1:57:39,  1.49s/it]
 76%|███████▌  | 15149/19900 [7:44:19<1:56:31,  1.47s/it]
 76%|███████▌  | 15150/19900 [7:44:20<1:55:04,  1.45s/it]
 76%|███████▌  | 15151/19900 [7:44:22<1:54:44,  1.45s/it]
 76%|███████▌  | 15152/19900 [7:44:23<1:51:49,  1.41s/it]
 76%|███████▌  | 15153/19900 [7:44:25<1:51:13,  1.41s/it]
 76%|███████▌  | 15154/19900 [7:44:26<1:49:04,  1.38s/it]
 76%|███████▌  | 15155/19900 [7:44:27<1:47:45,  1.36s/it]
 76%|███████▌  | 15156/19900 [7:44:29<1:46:13,  1.34s/it]
 76%|███████▌  | 15157/19900 [7:44:30<1:44:14,  1.32s/it]
 76%|███████▌  | 15158/19900 [7:44:31<1:41:58,  1.29s/it]
 76%|███████▌  | 15159/19900 [7:44:32<1:42:06,  1.29s/it]
 76%|███████▌  | 15160/19900 [7:44:34<1:41:46,  1.29s/it]
 76%|███████▌  | 15161/19900 [7:44:35<1:39:54,  1.26s/it]
 76%|███████▌  | 15162/19900 [7:44:36<1:38:14,  1.24s/it]
 76%|███████▌  | 15163/19900 [7:44:37<1:38:07,  1.24s/it]
 76%|███████▌  | 15164/19900 [7:44:38<1:35:24,  1.21s/it]
 76%|███████▌  | 15165/19900 [7:44:40<1:33:42,  1.19s/it]
 76%|███████▌  | 15166/19900 [7:44:41<1:31:31,  1.16s/it]
 76%|███████▌  | 15167/19900 [7:44:42<1:30:47,  1.15s/it]
 76%|███████▌  | 15168/19900 [7:44:43<1:29:54,  1.14s/it]
 76%|███████▌  | 15169/19900 [7:44:44<1:28:45,  1.13s/it]
 76%|███████▌  | 15170/19900 [7:44:45<1:26:46,  1.10s/it]
 76%|███████▌  | 15171/19900 [7:44:46<1:23:51,  1.06s/it]
 76%|███████▌  | 15172/19900 [7:44:47<1:22:17,  1.04s/it]
 76%|███████▌  | 15173/19900 [7:44:48<1:18:46,  1.00it/s]
 76%|███████▋  | 15174/19900 [7:44:50<1:52:13,  1.42s/it]
 76%|███████▋  | 15175/19900 [7:44:52<2:09:36,  1.65s/it]
 76%|███████▋  | 15176/19900 [7:44:54<2:18:33,  1.76s/it]
 76%|███████▋  | 15177/19900 [7:44:56<2:23:00,  1.82s/it]
 76%|███████▋  | 15178/19900 [7:44:58<2:23:01,  1.82s/it]
 76%|███████▋  | 15179/19900 [7:45:00<2:21:38,  1.80s/it]
 76%|███████▋  | 15180/19900 [7:45:02<2:21:22,  1.80s/it]
 76%|███████▋  | 15181/19900 [7:45:04<2:19:15,  1.77s/it]
 76%|███████▋  | 15182/19900 [7:45:05<2:16:56,  1.74s/it]
 76%|███████▋  | 15183/19900 [7:45:07<2:14:58,  1.72s/it]
 76%|███████▋  | 15184/19900 [7:45:09<2:13:26,  1.70s/it]
 76%|███████▋  | 15185/19900 [7:45:10<2:12:57,  1.69s/it]
 76%|███████▋  | 15186/19900 [7:45:12<2:11:00,  1.67s/it]
 76%|███████▋  | 15187/19900 [7:45:13<2:08:25,  1.63s/it]
 76%|███████▋  | 15188/19900 [7:45:15<2:06:31,  1.61s/it]
 76%|███████▋  | 15189/19900 [7:45:16<2:04:48,  1.59s/it]
 76%|███████▋  | 15190/19900 [7:45:18<2:03:44,  1.58s/it]
 76%|███████▋  | 15191/19900 [7:45:19<2:01:51,  1.55s/it]
 76%|███████▋  | 15192/19900 [7:45:21<2:00:29,  1.54s/it]
 76%|███████▋  | 15193/19900 [7:45:22<1:58:40,  1.51s/it]
 76%|███████▋  | 15194/19900 [7:45:24<1:58:00,  1.50s/it]
 76%|███████▋  | 15195/19900 [7:45:25<1:56:58,  1.49s/it]
 76%|███████▋  | 15196/19900 [7:45:27<1:56:46,  1.49s/it]
 76%|███████▋  | 15197/19900 [7:45:28<1:55:13,  1.47s/it]
 76%|███████▋  | 15198/19900 [7:45:30<1:55:33,  1.47s/it]
 76%|███████▋  | 15199/19900 [7:45:31<1:54:27,  1.46s/it]
 76%|███████▋  | 15200/19900 [7:45:33<1:52:56,  1.44s/it]
                                                         

 76%|███████▋  | 15200/19900 [7:45:33<1:52:56,  1.44s/it]
 76%|███████▋  | 15201/19900 [7:45:34<1:51:36,  1.43s/it]
 76%|███████▋  | 15202/19900 [7:45:35<1:49:24,  1.40s/it]
 76%|███████▋  | 15203/19900 [7:45:37<1:47:06,  1.37s/it]
 76%|███████▋  | 15204/19900 [7:45:38<1:46:40,  1.36s/it]
 76%|███████▋  | 15205/19900 [7:45:39<1:44:27,  1.34s/it]
 76%|███████▋  | 15206/19900 [7:45:41<1:44:04,  1.33s/it]
 76%|███████▋  | 15207/19900 [7:45:42<1:42:07,  1.31s/it]
 76%|███████▋  | 15208/19900 [7:45:43<1:41:30,  1.30s/it]
 76%|███████▋  | 15209/19900 [7:45:44<1:39:42,  1.28s/it]
 76%|███████▋  | 15210/19900 [7:45:46<1:38:48,  1.26s/it]
 76%|███████▋  | 15211/19900 [7:45:47<1:37:30,  1.25s/it]
 76%|███████▋  | 15212/19900 [7:45:48<1:37:34,  1.25s/it]
 76%|███████▋  | 15213/19900 [7:45:49<1:37:35,  1.25s/it]
 76%|███████▋  | 15214/19900 [7:45:50<1:34:25,  1.21s/it]
 76%|███████▋  | 15215/19900 [7:45:51<1:31:26,  1.17s/it]
 76%|███████▋  | 15216/19900 [7:45:53<1:29:45,  1.15s/it]
 76%|███████▋  | 15217/19900 [7:45:54<1:27:51,  1.13s/it]
 76%|███████▋  | 15218/19900 [7:45:55<1:25:51,  1.10s/it]
 76%|███████▋  | 15219/19900 [7:45:56<1:23:59,  1.08s/it]
 76%|███████▋  | 15220/19900 [7:45:57<1:22:26,  1.06s/it]
 76%|███████▋  | 15221/19900 [7:45:58<1:22:05,  1.05s/it]
 76%|███████▋  | 15222/19900 [7:45:59<1:18:28,  1.01s/it]
 76%|███████▋  | 15223/19900 [7:46:01<1:51:17,  1.43s/it]
 77%|███████▋  | 15224/19900 [7:46:03<2:08:06,  1.64s/it]
 77%|███████▋  | 15225/19900 [7:46:05<2:17:56,  1.77s/it]
 77%|███████▋  | 15226/19900 [7:46:07<2:24:28,  1.85s/it]
 77%|███████▋  | 15227/19900 [7:46:09<2:24:30,  1.86s/it]
 77%|███████▋  | 15228/19900 [7:46:11<2:24:45,  1.86s/it]
 77%|███████▋  | 15229/19900 [7:46:13<2:23:43,  1.85s/it]
 77%|███████▋  | 15230/19900 [7:46:15<2:22:16,  1.83s/it]
 77%|███████▋  | 15231/19900 [7:46:16<2:18:36,  1.78s/it]
 77%|███████▋  | 15232/19900 [7:46:18<2:16:34,  1.76s/it]
 77%|███████▋  | 15233/19900 [7:46:20<2:15:03,  1.74s/it]
 77%|███████▋  | 15234/19900 [7:46:21<2:12:45,  1.71s/it]
 77%|███████▋  | 15235/19900 [7:46:23<2:11:02,  1.69s/it]
 77%|███████▋  | 15236/19900 [7:46:25<2:07:53,  1.65s/it]
 77%|███████▋  | 15237/19900 [7:46:26<2:06:26,  1.63s/it]
 77%|███████▋  | 15238/19900 [7:46:28<2:05:39,  1.62s/it]
 77%|███████▋  | 15239/19900 [7:46:29<2:02:22,  1.58s/it]
 77%|███████▋  | 15240/19900 [7:46:31<2:01:09,  1.56s/it]
 77%|███████▋  | 15241/19900 [7:46:32<1:59:34,  1.54s/it]
 77%|███████▋  | 15242/19900 [7:46:34<1:57:49,  1.52s/it]
 77%|███████▋  | 15243/19900 [7:46:35<1:57:44,  1.52s/it]
 77%|███████▋  | 15244/19900 [7:46:37<1:55:58,  1.49s/it]
 77%|███████▋  | 15245/19900 [7:46:38<1:55:24,  1.49s/it]
 77%|███████▋  | 15246/19900 [7:46:40<1:54:34,  1.48s/it]
 77%|███████▋  | 15247/19900 [7:46:41<1:52:49,  1.45s/it]
 77%|███████▋  | 15248/19900 [7:46:42<1:51:15,  1.43s/it]
 77%|███████▋  | 15249/19900 [7:46:44<1:48:42,  1.40s/it]
 77%|███████▋  | 15250/19900 [7:46:45<1:46:46,  1.38s/it]
 77%|███████▋  | 15251/19900 [7:46:46<1:45:29,  1.36s/it]
 77%|███████▋  | 15252/19900 [7:46:48<1:44:05,  1.34s/it]
 77%|███████▋  | 15253/19900 [7:46:49<1:43:11,  1.33s/it]
 77%|███████▋  | 15254/19900 [7:46:50<1:42:23,  1.32s/it]
 77%|███████▋  | 15255/19900 [7:46:52<1:41:42,  1.31s/it]
 77%|███████▋  | 15256/19900 [7:46:53<1:42:33,  1.33s/it]
 77%|███████▋  | 15257/19900 [7:46:54<1:41:11,  1.31s/it]
 77%|███████▋  | 15258/19900 [7:46:55<1:40:30,  1.30s/it]
 77%|███████▋  | 15259/19900 [7:46:57<1:38:15,  1.27s/it]
 77%|███████▋  | 15260/19900 [7:46:58<1:37:35,  1.26s/it]
 77%|███████▋  | 15261/19900 [7:46:59<1:35:41,  1.24s/it]
 77%|███████▋  | 15262/19900 [7:47:00<1:33:33,  1.21s/it]
 77%|███████▋  | 15263/19900 [7:47:01<1:32:24,  1.20s/it]
 77%|███████▋  | 15264/19900 [7:47:02<1:30:10,  1.17s/it]
 77%|███████▋  | 15265/19900 [7:47:04<1:28:40,  1.15s/it]
 77%|███████▋  | 15266/19900 [7:47:05<1:26:52,  1.12s/it]
 77%|███████▋  | 15267/19900 [7:47:06<1:25:22,  1.11s/it]
 77%|███████▋  | 15268/19900 [7:47:07<1:22:55,  1.07s/it]
 77%|███████▋  | 15269/19900 [7:47:08<1:22:17,  1.07s/it]
 77%|███████▋  | 15270/19900 [7:47:09<1:19:14,  1.03s/it]
 77%|███████▋  | 15271/19900 [7:47:10<1:15:36,  1.02it/s]
 77%|███████▋  | 15272/19900 [7:47:12<1:46:50,  1.39s/it]
 77%|███████▋  | 15273/19900 [7:47:14<2:04:45,  1.62s/it]
 77%|███████▋  | 15274/19900 [7:47:16<2:12:58,  1.72s/it]
 77%|███████▋  | 15275/19900 [7:47:18<2:15:57,  1.76s/it]
 77%|███████▋  | 15276/19900 [7:47:20<2:18:36,  1.80s/it]
 77%|███████▋  | 15277/19900 [7:47:22<2:19:21,  1.81s/it]
 77%|███████▋  | 15278/19900 [7:47:23<2:15:56,  1.76s/it]
 77%|███████▋  | 15279/19900 [7:47:25<2:13:58,  1.74s/it]
 77%|███████▋  | 15280/19900 [7:47:27<2:12:53,  1.73s/it]
 77%|███████▋  | 15281/19900 [7:47:28<2:09:57,  1.69s/it]
 77%|███████▋  | 15282/19900 [7:47:30<2:08:43,  1.67s/it]
 77%|███████▋  | 15283/19900 [7:47:31<2:07:40,  1.66s/it]
 77%|███████▋  | 15284/19900 [7:47:33<2:06:45,  1.65s/it]
 77%|███████▋  | 15285/19900 [7:47:35<2:04:45,  1.62s/it]
 77%|███████▋  | 15286/19900 [7:47:36<2:03:27,  1.61s/it]
 77%|███████▋  | 15287/19900 [7:47:38<2:00:26,  1.57s/it]
 77%|███████▋  | 15288/19900 [7:47:39<1:58:52,  1.55s/it]
 77%|███████▋  | 15289/19900 [7:47:41<1:57:02,  1.52s/it]
 77%|███████▋  | 15290/19900 [7:47:42<1:55:21,  1.50s/it]
 77%|███████▋  | 15291/19900 [7:47:44<1:54:48,  1.49s/it]
 77%|███████▋  | 15292/19900 [7:47:45<1:55:33,  1.50s/it]
 77%|███████▋  | 15293/19900 [7:47:47<1:56:08,  1.51s/it]
 77%|███████▋  | 15294/19900 [7:47:48<1:56:46,  1.52s/it]
 77%|███████▋  | 15295/19900 [7:47:50<1:55:29,  1.50s/it]
 77%|███████▋  | 15296/19900 [7:47:51<1:52:32,  1.47s/it]
 77%|███████▋  | 15297/19900 [7:47:52<1:50:30,  1.44s/it]
 77%|███████▋  | 15298/19900 [7:47:54<1:48:18,  1.41s/it]
 77%|███████▋  | 15299/19900 [7:47:55<1:46:00,  1.38s/it]
 77%|███████▋  | 15300/19900 [7:47:56<1:45:43,  1.38s/it]
                                                         

 77%|███████▋  | 15300/19900 [7:47:56<1:45:43,  1.38s/it]
 77%|███████▋  | 15301/19900 [7:47:58<1:43:17,  1.35s/it]
 77%|███████▋  | 15302/19900 [7:47:59<1:43:05,  1.35s/it]
 77%|███████▋  | 15303/19900 [7:48:00<1:40:32,  1.31s/it]
 77%|███████▋  | 15304/19900 [7:48:02<1:38:34,  1.29s/it]
 77%|███████▋  | 15305/19900 [7:48:03<1:37:37,  1.27s/it]
 77%|███████▋  | 15306/19900 [7:48:04<1:37:06,  1.27s/it]
 77%|███████▋  | 15307/19900 [7:48:05<1:35:48,  1.25s/it]
 77%|███████▋  | 15308/19900 [7:48:06<1:34:08,  1.23s/it]
 77%|███████▋  | 15309/19900 [7:48:08<1:33:31,  1.22s/it]
 77%|███████▋  | 15310/19900 [7:48:09<1:31:44,  1.20s/it]
 77%|███████▋  | 15311/19900 [7:48:10<1:31:29,  1.20s/it]
 77%|███████▋  | 15312/19900 [7:48:11<1:29:17,  1.17s/it]
 77%|███████▋  | 15313/19900 [7:48:12<1:27:10,  1.14s/it]
 77%|███████▋  | 15314/19900 [7:48:13<1:27:27,  1.14s/it]
 77%|███████▋  | 15315/19900 [7:48:14<1:25:21,  1.12s/it]
 77%|███████▋  | 15316/19900 [7:48:15<1:26:00,  1.13s/it]
 77%|███████▋  | 15317/19900 [7:48:17<1:24:42,  1.11s/it]
 77%|███████▋  | 15318/19900 [7:48:18<1:22:27,  1.08s/it]
 77%|███████▋  | 15319/19900 [7:48:19<1:20:09,  1.05s/it]
 77%|███████▋  | 15320/19900 [7:48:19<1:16:59,  1.01s/it]
 77%|███████▋  | 15321/19900 [7:48:21<1:38:55,  1.30s/it]
 77%|███████▋  | 15322/19900 [7:48:23<1:45:33,  1.38s/it]
 77%|███████▋  | 15323/19900 [7:48:24<1:41:16,  1.33s/it]
 77%|███████▋  | 15324/19900 [7:48:27<2:15:50,  1.78s/it]
 77%|███████▋  | 15325/19900 [7:48:29<2:24:20,  1.89s/it]
 77%|███████▋  | 15326/19900 [7:48:31<2:28:09,  1.94s/it]
 77%|███████▋  | 15327/19900 [7:48:33<2:31:28,  1.99s/it]
 77%|███████▋  | 15328/19900 [7:48:35<2:28:44,  1.95s/it]
 77%|███████▋  | 15329/19900 [7:48:37<2:27:22,  1.93s/it]
 77%|███████▋  | 15330/19900 [7:48:39<2:27:16,  1.93s/it]
 77%|███████▋  | 15331/19900 [7:48:41<2:22:49,  1.88s/it]
 77%|███████▋  | 15332/19900 [7:48:43<2:22:32,  1.87s/it]
 77%|███████▋  | 15333/19900 [7:48:44<2:18:31,  1.82s/it]
 77%|███████▋  | 15334/19900 [7:48:46<2:14:32,  1.77s/it]
 77%|███████▋  | 15335/19900 [7:48:48<2:12:06,  1.74s/it]
 77%|███████▋  | 15336/19900 [7:48:49<2:10:32,  1.72s/it]
 77%|███████▋  | 15337/19900 [7:48:51<2:07:40,  1.68s/it]
 77%|███████▋  | 15338/19900 [7:48:53<2:06:50,  1.67s/it]
 77%|███████▋  | 15339/19900 [7:48:54<2:04:24,  1.64s/it]
 77%|███████▋  | 15340/19900 [7:48:56<2:01:07,  1.59s/it]
 77%|███████▋  | 15341/19900 [7:48:57<1:59:56,  1.58s/it]
 77%|███████▋  | 15342/19900 [7:48:59<1:59:55,  1.58s/it]
 77%|███████▋  | 15343/19900 [7:49:00<1:58:26,  1.56s/it]
 77%|███████▋  | 15344/19900 [7:49:02<1:56:15,  1.53s/it]
 77%|███████▋  | 15345/19900 [7:49:03<1:56:19,  1.53s/it]
 77%|███████▋  | 15346/19900 [7:49:05<1:55:30,  1.52s/it]
 77%|███████▋  | 15347/19900 [7:49:06<1:53:23,  1.49s/it]
 77%|███████▋  | 15348/19900 [7:49:08<1:51:30,  1.47s/it]
 77%|███████▋  | 15349/19900 [7:49:09<1:51:40,  1.47s/it]
 77%|███████▋  | 15350/19900 [7:49:10<1:49:06,  1.44s/it]
 77%|███████▋  | 15351/19900 [7:49:12<1:48:54,  1.44s/it]
 77%|███████▋  | 15352/19900 [7:49:13<1:47:58,  1.42s/it]
 77%|███████▋  | 15353/19900 [7:49:15<1:45:01,  1.39s/it]
 77%|███████▋  | 15354/19900 [7:49:16<1:43:01,  1.36s/it]
 77%|███████▋  | 15355/19900 [7:49:17<1:40:01,  1.32s/it]
 77%|███████▋  | 15356/19900 [7:49:18<1:39:30,  1.31s/it]
 77%|███████▋  | 15357/19900 [7:49:20<1:39:59,  1.32s/it]
 77%|███████▋  | 15358/19900 [7:49:21<1:39:19,  1.31s/it]
 77%|███████▋  | 15359/19900 [7:49:22<1:37:08,  1.28s/it]
 77%|███████▋  | 15360/19900 [7:49:23<1:35:31,  1.26s/it]
 77%|███████▋  | 15361/19900 [7:49:25<1:35:06,  1.26s/it]
 77%|███████▋  | 15362/19900 [7:49:26<1:33:31,  1.24s/it]
 77%|███████▋  | 15363/19900 [7:49:27<1:32:18,  1.22s/it]
 77%|███████▋  | 15364/19900 [7:49:28<1:31:45,  1.21s/it]
 77%|███████▋  | 15365/19900 [7:49:29<1:29:19,  1.18s/it]
 77%|███████▋  | 15366/19900 [7:49:30<1:26:55,  1.15s/it]
 77%|███████▋  | 15367/19900 [7:49:32<1:25:10,  1.13s/it]
 77%|███████▋  | 15368/19900 [7:49:33<1:24:44,  1.12s/it]
 77%|███████▋  | 15369/19900 [7:49:34<1:23:36,  1.11s/it]
 77%|███████▋  | 15370/19900 [7:49:35<1:21:24,  1.08s/it]
 77%|███████▋  | 15371/19900 [7:49:36<1:17:54,  1.03s/it]
 77%|███████▋  | 15372/19900 [7:49:37<1:14:15,  1.02it/s]
 77%|███████▋  | 15373/19900 [7:49:39<1:47:49,  1.43s/it]
 77%|███████▋  | 15374/19900 [7:49:41<2:04:39,  1.65s/it]
 77%|███████▋  | 15375/19900 [7:49:43<2:12:49,  1.76s/it]
 77%|███████▋  | 15376/19900 [7:49:45<2:16:45,  1.81s/it]
 77%|███████▋  | 15377/19900 [7:49:47<2:18:11,  1.83s/it]
 77%|███████▋  | 15378/19900 [7:49:49<2:18:19,  1.84s/it]
 77%|███████▋  | 15379/19900 [7:49:51<2:20:14,  1.86s/it]
 77%|███████▋  | 15380/19900 [7:49:53<2:17:46,  1.83s/it]
 77%|███████▋  | 15381/19900 [7:49:54<2:16:35,  1.81s/it]
 77%|███████▋  | 15382/19900 [7:49:56<2:14:29,  1.79s/it]
 77%|███████▋  | 15383/19900 [7:49:58<2:11:12,  1.74s/it]
 77%|███████▋  | 15384/19900 [7:49:59<2:08:31,  1.71s/it]
 77%|███████▋  | 15385/19900 [7:50:01<2:08:03,  1.70s/it]
 77%|███████▋  | 15386/19900 [7:50:03<2:04:48,  1.66s/it]
 77%|███████▋  | 15387/19900 [7:50:04<2:02:22,  1.63s/it]
 77%|███████▋  | 15388/19900 [7:50:06<2:00:12,  1.60s/it]
 77%|███████▋  | 15389/19900 [7:50:07<1:58:26,  1.58s/it]
 77%|███████▋  | 15390/19900 [7:50:09<1:56:42,  1.55s/it]
 77%|███████▋  | 15391/19900 [7:50:10<1:55:59,  1.54s/it]
 77%|███████▋  | 15392/19900 [7:50:12<1:54:46,  1.53s/it]
 77%|███████▋  | 15393/19900 [7:50:13<1:54:50,  1.53s/it]
 77%|███████▋  | 15394/19900 [7:50:15<1:53:17,  1.51s/it]
 77%|███████▋  | 15395/19900 [7:50:16<1:51:53,  1.49s/it]
 77%|███████▋  | 15396/19900 [7:50:17<1:49:58,  1.47s/it]
 77%|███████▋  | 15397/19900 [7:50:19<1:48:11,  1.44s/it]
 77%|███████▋  | 15398/19900 [7:50:20<1:47:10,  1.43s/it]
 77%|███████▋  | 15399/19900 [7:50:22<1:45:40,  1.41s/it]
 77%|███████▋  | 15400/19900 [7:50:23<1:43:24,  1.38s/it]
                                                         

 77%|███████▋  | 15400/19900 [7:50:23<1:43:24,  1.38s/it]
 77%|███████▋  | 15401/19900 [7:50:24<1:41:32,  1.35s/it]
 77%|███████▋  | 15402/19900 [7:50:26<1:41:00,  1.35s/it]
 77%|███████▋  | 15403/19900 [7:50:27<1:40:50,  1.35s/it]
 77%|███████▋  | 15404/19900 [7:50:28<1:40:21,  1.34s/it]
 77%|███████▋  | 15405/19900 [7:50:30<1:39:24,  1.33s/it]
 77%|███████▋  | 15406/19900 [7:50:31<1:39:10,  1.32s/it]
 77%|███████▋  | 15407/19900 [7:50:32<1:38:06,  1.31s/it]
 77%|███████▋  | 15408/19900 [7:50:33<1:37:24,  1.30s/it]
 77%|███████▋  | 15409/19900 [7:50:35<1:35:49,  1.28s/it]
 77%|███████▋  | 15410/19900 [7:50:36<1:34:25,  1.26s/it]
 77%|███████▋  | 15411/19900 [7:50:37<1:33:19,  1.25s/it]
 77%|███████▋  | 15412/19900 [7:50:38<1:31:24,  1.22s/it]
 77%|███████▋  | 15413/19900 [7:50:39<1:30:19,  1.21s/it]
 77%|███████▋  | 15414/19900 [7:50:41<1:28:41,  1.19s/it]
 77%|███████▋  | 15415/19900 [7:50:42<1:28:40,  1.19s/it]
 77%|███████▋  | 15416/19900 [7:50:43<1:26:53,  1.16s/it]
 77%|███████▋  | 15417/19900 [7:50:44<1:24:56,  1.14s/it]
 77%|███████▋  | 15418/19900 [7:50:45<1:24:30,  1.13s/it]
 77%|███████▋  | 15419/19900 [7:50:46<1:23:06,  1.11s/it]
 77%|███████▋  | 15420/19900 [7:50:47<1:20:26,  1.08s/it]
 77%|███████▋  | 15421/19900 [7:50:48<1:16:55,  1.03s/it]
 77%|███████▋  | 15422/19900 [7:50:50<1:46:37,  1.43s/it]
 78%|███████▊  | 15423/19900 [7:50:53<2:04:51,  1.67s/it]
 78%|███████▊  | 15424/19900 [7:50:55<2:12:16,  1.77s/it]
 78%|███████▊  | 15425/19900 [7:50:57<2:17:22,  1.84s/it]
 78%|███████▊  | 15426/19900 [7:50:58<2:17:27,  1.84s/it]
 78%|███████▊  | 15427/19900 [7:51:00<2:16:12,  1.83s/it]
 78%|███████▊  | 15428/19900 [7:51:02<2:14:17,  1.80s/it]
 78%|███████▊  | 15429/19900 [7:51:04<2:12:21,  1.78s/it]
 78%|███████▊  | 15430/19900 [7:51:05<2:10:37,  1.75s/it]
 78%|███████▊  | 15431/19900 [7:51:07<2:09:51,  1.74s/it]
 78%|███████▊  | 15432/19900 [7:51:09<2:08:08,  1.72s/it]
 78%|███████▊  | 15433/19900 [7:51:10<2:06:39,  1.70s/it]
 78%|███████▊  | 15434/19900 [7:51:12<2:08:13,  1.72s/it]
 78%|███████▊  | 15435/19900 [7:51:14<2:05:43,  1.69s/it]
 78%|███████▊  | 15436/19900 [7:51:15<2:02:41,  1.65s/it]
 78%|███████▊  | 15437/19900 [7:51:17<2:00:07,  1.61s/it]
 78%|███████▊  | 15438/19900 [7:51:18<1:58:16,  1.59s/it]
 78%|███████▊  | 15439/19900 [7:51:20<1:56:51,  1.57s/it]
 78%|███████▊  | 15440/19900 [7:51:22<1:56:19,  1.56s/it]
 78%|███████▊  | 15441/19900 [7:51:23<1:56:01,  1.56s/it]
 78%|███████▊  | 15442/19900 [7:51:25<1:55:20,  1.55s/it]
 78%|███████▊  | 15443/19900 [7:51:26<1:52:20,  1.51s/it]
 78%|███████▊  | 15444/19900 [7:51:27<1:50:20,  1.49s/it]
 78%|███████▊  | 15445/19900 [7:51:29<1:49:56,  1.48s/it]
 78%|███████▊  | 15446/19900 [7:51:30<1:50:12,  1.48s/it]
 78%|███████▊  | 15447/19900 [7:51:32<1:49:10,  1.47s/it]
 78%|███████▊  | 15448/19900 [7:51:33<1:46:25,  1.43s/it]
 78%|███████▊  | 15449/19900 [7:51:35<1:43:58,  1.40s/it]
 78%|███████▊  | 15450/19900 [7:51:36<1:42:02,  1.38s/it]
 78%|███████▊  | 15451/19900 [7:51:37<1:39:45,  1.35s/it]
 78%|███████▊  | 15452/19900 [7:51:39<1:39:59,  1.35s/it]
 78%|███████▊  | 15453/19900 [7:51:40<1:38:38,  1.33s/it]
 78%|███████▊  | 15454/19900 [7:51:41<1:37:10,  1.31s/it]
 78%|███████▊  | 15455/19900 [7:51:42<1:36:30,  1.30s/it]
 78%|███████▊  | 15456/19900 [7:51:44<1:36:48,  1.31s/it]
 78%|███████▊  | 15457/19900 [7:51:45<1:34:37,  1.28s/it]
 78%|███████▊  | 15458/19900 [7:51:46<1:35:01,  1.28s/it]
 78%|███████▊  | 15459/19900 [7:51:47<1:33:16,  1.26s/it]
 78%|███████▊  | 15460/19900 [7:51:49<1:32:50,  1.25s/it]
 78%|███████▊  | 15461/19900 [7:51:50<1:30:06,  1.22s/it]
 78%|███████▊  | 15462/19900 [7:51:51<1:27:13,  1.18s/it]
 78%|███████▊  | 15463/19900 [7:51:52<1:25:49,  1.16s/it]
 78%|███████▊  | 15464/19900 [7:51:53<1:24:00,  1.14s/it]
 78%|███████▊  | 15465/19900 [7:51:54<1:21:48,  1.11s/it]
 78%|███████▊  | 15466/19900 [7:51:55<1:19:32,  1.08s/it]
 78%|███████▊  | 15467/19900 [7:51:56<1:18:17,  1.06s/it]
 78%|███████▊  | 15468/19900 [7:51:57<1:18:14,  1.06s/it]
 78%|███████▊  | 15469/19900 [7:51:58<1:15:40,  1.02s/it]
 78%|███████▊  | 15470/19900 [7:51:59<1:14:19,  1.01s/it]
 78%|███████▊  | 15471/19900 [7:52:01<1:44:28,  1.42s/it]
 78%|███████▊  | 15472/19900 [7:52:04<2:00:44,  1.64s/it]
 78%|███████▊  | 15473/19900 [7:52:06<2:08:06,  1.74s/it]
 78%|███████▊  | 15474/19900 [7:52:08<2:12:53,  1.80s/it]
 78%|███████▊  | 15475/19900 [7:52:09<2:13:55,  1.82s/it]
 78%|███████▊  | 15476/19900 [7:52:11<2:12:05,  1.79s/it]
 78%|███████▊  | 15477/19900 [7:52:13<2:11:37,  1.79s/it]
 78%|███████▊  | 15478/19900 [7:52:15<2:12:10,  1.79s/it]
 78%|███████▊  | 15479/19900 [7:52:16<2:08:48,  1.75s/it]
 78%|███████▊  | 15480/19900 [7:52:18<2:06:04,  1.71s/it]
 78%|███████▊  | 15481/19900 [7:52:20<2:02:47,  1.67s/it]
 78%|███████▊  | 15482/19900 [7:52:21<2:00:43,  1.64s/it]
 78%|███████▊  | 15483/19900 [7:52:23<2:01:25,  1.65s/it]
 78%|███████▊  | 15484/19900 [7:52:24<2:01:20,  1.65s/it]
 78%|███████▊  | 15485/19900 [7:52:26<2:01:31,  1.65s/it]
 78%|███████▊  | 15486/19900 [7:52:28<1:59:57,  1.63s/it]
 78%|███████▊  | 15487/19900 [7:52:29<1:58:22,  1.61s/it]
 78%|███████▊  | 15488/19900 [7:52:31<1:55:26,  1.57s/it]
 78%|███████▊  | 15489/19900 [7:52:32<1:54:00,  1.55s/it]
 78%|███████▊  | 15490/19900 [7:52:34<1:51:16,  1.51s/it]
 78%|███████▊  | 15491/19900 [7:52:35<1:49:21,  1.49s/it]
 78%|███████▊  | 15492/19900 [7:52:37<1:49:01,  1.48s/it]
 78%|███████▊  | 15493/19900 [7:52:38<1:47:28,  1.46s/it]
 78%|███████▊  | 15494/19900 [7:52:39<1:48:08,  1.47s/it]
 78%|███████▊  | 15495/19900 [7:52:41<1:47:52,  1.47s/it]
 78%|███████▊  | 15496/19900 [7:52:42<1:46:12,  1.45s/it]
 78%|███████▊  | 15497/19900 [7:52:44<1:43:46,  1.41s/it]
 78%|███████▊  | 15498/19900 [7:52:45<1:41:43,  1.39s/it]
 78%|███████▊  | 15499/19900 [7:52:46<1:39:13,  1.35s/it]
 78%|███████▊  | 15500/19900 [7:52:48<1:39:17,  1.35s/it]
                                                         

 78%|███████▊  | 15500/19900 [7:52:48<1:39:17,  1.35s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.2474771738052368, 'eval_wer': 0.8850574712643678, 'eval_cer': 0.3143405628395213, 'eval_runtime': 124.7835, 'eval_samples_per_second': 23.705, 'eval_steps_per_second': 2.965, 'epoch': 75.38}
{'loss': 2.2334, 'learning_rate': 2.0166201117318437e-05, 'epoch': 75.88}
{'loss': 2.2153, 'learning_rate': 1.9747206703910616e-05, 'epoch': 76.38}
{'loss': 2.2244, 'learning_rate': 1.932821229050279e-05, 'epoch': 76.88}
{'loss': 2.2327, 'learning_rate': 1.8909217877094968e-05, 'epoch': 77.39}
{'loss': 2.2264, 'learning_rate': 1.8490223463687148e-05, 'epoch': 77.89}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.65it/s]

  1%|          | 3/370 [00:00<01:03,  5.78it/s]

  1%|          | 4/370 [00:00<01:14,  4.92it/s]

  1%|▏         | 5/370 [00:00<01:19,  4.61it/s]

  2%|▏         | 6/370 [00:01<01:12,  4.99it/s]

  2%|▏         | 7/370 [00:01<01:22,  4.40it/s]

  2%|▏         | 8/370 [00:01<01:25,  4.25it/s]

  2%|▏         | 9/370 [00:01<01:30,  3.98it/s]

  3%|▎         | 10/370 [00:02<01:31,  3.91it/s]

  3%|▎         | 11/370 [00:02<01:30,  3.98it/s]

  3%|▎         | 12/370 [00:02<01:28,  4.04it/s]

  4%|▎         | 13/370 [00:02<01:26,  4.12it/s]

  4%|▍         | 14/370 [00:03<01:36,  3.69it/s]

  4%|▍         | 15/370 [00:03<01:28,  4.00it/s]

  4%|▍         | 16/370 [00:03<01:37,  3.64it/s]

  5%|▍         | 17/370 [00:04<01:30,  3.90it/s]

  5%|▍         | 18/370 [00:04<01:26,  4.07it/s]

  5%|▌         | 19/370 [00:04<01:33,  3.75it/s]

  5%|▌         | 20/370 [00:04<01:31,  3.83it/s]

  6%|▌         | 21/370 [00:05<01:25,  4.10it/s]

  6%|▌         | 22/370 [00:05<01:21,  4.25it/s]

  6%|▌         | 23/370 [00:05<01:20,  4.33it/s]

  6%|▋         | 24/370 [00:05<01:32,  3.73it/s]

  7%|▋         | 25/370 [00:06<01:30,  3.81it/s]

  7%|▋         | 26/370 [00:06<01:24,  4.08it/s]

  7%|▋         | 27/370 [00:06<01:22,  4.15it/s]

  8%|▊         | 28/370 [00:06<01:23,  4.12it/s]

  8%|▊         | 29/370 [00:07<01:27,  3.91it/s]

  8%|▊         | 30/370 [00:07<01:28,  3.84it/s]

  8%|▊         | 31/370 [00:07<01:26,  3.93it/s]

  9%|▊         | 32/370 [00:07<01:24,  4.02it/s]

  9%|▉         | 33/370 [00:08<01:23,  4.03it/s]

  9%|▉         | 34/370 [00:08<01:23,  4.03it/s]

  9%|▉         | 35/370 [00:08<01:27,  3.83it/s]

 10%|▉         | 36/370 [00:08<01:26,  3.87it/s]

 10%|█         | 37/370 [00:09<01:21,  4.09it/s]

 10%|█         | 38/370 [00:09<01:21,  4.07it/s]

 11%|█         | 39/370 [00:09<01:18,  4.21it/s]

 11%|█         | 40/370 [00:09<01:19,  4.16it/s]

 11%|█         | 41/370 [00:09<01:16,  4.29it/s]

 11%|█▏        | 42/370 [00:10<01:20,  4.09it/s]

 12%|█▏        | 43/370 [00:10<01:20,  4.04it/s]

 12%|█▏        | 44/370 [00:10<01:17,  4.21it/s]

 12%|█▏        | 45/370 [00:11<01:24,  3.83it/s]

 12%|█▏        | 46/370 [00:11<01:21,  3.97it/s]

 13%|█▎        | 47/370 [00:11<01:27,  3.68it/s]

 13%|█▎        | 48/370 [00:11<01:30,  3.57it/s]

 13%|█▎        | 49/370 [00:12<01:23,  3.86it/s]

 14%|█▎        | 50/370 [00:12<01:15,  4.25it/s]

 14%|█▍        | 51/370 [00:12<01:18,  4.05it/s]

 14%|█▍        | 52/370 [00:12<01:12,  4.36it/s]

 14%|█▍        | 53/370 [00:12<01:16,  4.17it/s]

 15%|█▍        | 54/370 [00:13<01:13,  4.31it/s]

 15%|█▍        | 55/370 [00:13<01:17,  4.07it/s]

 15%|█▌        | 56/370 [00:13<01:16,  4.09it/s]

 15%|█▌        | 57/370 [00:13<01:10,  4.46it/s]

 16%|█▌        | 58/370 [00:14<01:14,  4.16it/s]

 16%|█▌        | 59/370 [00:14<01:15,  4.14it/s]

 16%|█▌        | 60/370 [00:14<01:10,  4.39it/s]

 16%|█▋        | 61/370 [00:14<01:09,  4.44it/s]

 17%|█▋        | 62/370 [00:15<01:10,  4.36it/s]

 17%|█▋        | 63/370 [00:15<01:06,  4.60it/s]

 17%|█▋        | 64/370 [00:15<01:06,  4.61it/s]

 18%|█▊        | 65/370 [00:15<01:08,  4.43it/s]

 18%|█▊        | 66/370 [00:15<01:08,  4.47it/s]

 18%|█▊        | 67/370 [00:16<01:10,  4.29it/s]

 18%|█▊        | 68/370 [00:16<01:19,  3.81it/s]

 19%|█▊        | 69/370 [00:16<01:14,  4.02it/s]

 19%|█▉        | 70/370 [00:16<01:10,  4.24it/s]

 19%|█▉        | 71/370 [00:17<01:15,  3.98it/s]

 19%|█▉        | 72/370 [00:17<01:07,  4.40it/s]

 20%|█▉        | 73/370 [00:17<01:09,  4.28it/s]

 20%|██        | 74/370 [00:17<01:12,  4.09it/s]

 20%|██        | 75/370 [00:18<01:12,  4.09it/s]

 21%|██        | 76/370 [00:18<01:08,  4.32it/s]

 21%|██        | 77/370 [00:18<01:04,  4.53it/s]

 21%|██        | 78/370 [00:18<01:12,  4.03it/s]

 21%|██▏       | 79/370 [00:19<01:14,  3.93it/s]

 22%|██▏       | 80/370 [00:19<01:11,  4.04it/s]

 22%|██▏       | 81/370 [00:19<01:07,  4.26it/s]

 22%|██▏       | 82/370 [00:19<01:06,  4.34it/s]

 22%|██▏       | 83/370 [00:20<01:06,  4.32it/s]

 23%|██▎       | 84/370 [00:20<01:06,  4.28it/s]

 23%|██▎       | 85/370 [00:20<01:03,  4.46it/s]

 23%|██▎       | 86/370 [00:20<01:03,  4.48it/s]

 24%|██▎       | 87/370 [00:20<01:02,  4.56it/s]

 24%|██▍       | 88/370 [00:21<01:04,  4.35it/s]

 24%|██▍       | 89/370 [00:21<01:05,  4.28it/s]

 24%|██▍       | 90/370 [00:21<01:04,  4.32it/s]

 25%|██▍       | 91/370 [00:21<01:02,  4.46it/s]

 25%|██▍       | 92/370 [00:22<01:04,  4.31it/s]

 25%|██▌       | 93/370 [00:22<01:06,  4.14it/s]

 25%|██▌       | 94/370 [00:22<01:06,  4.13it/s]

 26%|██▌       | 95/370 [00:22<01:13,  3.73it/s]

 26%|██▌       | 96/370 [00:23<01:12,  3.77it/s]

 26%|██▌       | 97/370 [00:23<01:10,  3.88it/s]

 26%|██▋       | 98/370 [00:23<01:07,  4.01it/s]

 27%|██▋       | 99/370 [00:23<01:05,  4.11it/s]

 27%|██▋       | 100/370 [00:24<01:02,  4.30it/s]

 27%|██▋       | 101/370 [00:24<01:00,  4.42it/s]

 28%|██▊       | 102/370 [00:24<00:59,  4.48it/s]

 28%|██▊       | 103/370 [00:24<00:56,  4.76it/s]

 28%|██▊       | 104/370 [00:24<01:01,  4.35it/s]

 28%|██▊       | 105/370 [00:25<00:59,  4.45it/s]

 29%|██▊       | 106/370 [00:25<01:01,  4.27it/s]

 29%|██▉       | 107/370 [00:25<01:00,  4.33it/s]

 29%|██▉       | 108/370 [00:25<00:58,  4.47it/s]

 29%|██▉       | 109/370 [00:26<01:00,  4.29it/s]

 30%|██▉       | 110/370 [00:26<00:57,  4.49it/s]

 30%|███       | 111/370 [00:26<00:59,  4.36it/s]

 30%|███       | 112/370 [00:26<01:04,  4.00it/s]

 31%|███       | 113/370 [00:27<01:02,  4.14it/s]

 31%|███       | 114/370 [00:27<00:59,  4.27it/s]

 31%|███       | 115/370 [00:27<01:02,  4.10it/s]

 31%|███▏      | 116/370 [00:27<01:10,  3.61it/s]

 32%|███▏      | 117/370 [00:28<01:13,  3.43it/s]

 32%|███▏      | 118/370 [00:28<01:11,  3.51it/s]

 32%|███▏      | 119/370 [00:28<01:08,  3.68it/s]

 32%|███▏      | 120/370 [00:28<01:05,  3.83it/s]

 33%|███▎      | 121/370 [00:29<01:03,  3.93it/s]

 33%|███▎      | 122/370 [00:29<01:04,  3.87it/s]

 33%|███▎      | 123/370 [00:29<01:02,  3.96it/s]

 34%|███▎      | 124/370 [00:29<00:58,  4.19it/s]

 34%|███▍      | 125/370 [00:30<01:02,  3.94it/s]

 34%|███▍      | 126/370 [00:30<01:01,  3.94it/s]

 34%|███▍      | 127/370 [00:30<01:05,  3.69it/s]

 35%|███▍      | 128/370 [00:31<01:06,  3.65it/s]

 35%|███▍      | 129/370 [00:31<01:09,  3.47it/s]

 35%|███▌      | 130/370 [00:31<01:09,  3.47it/s]

 35%|███▌      | 131/370 [00:32<01:10,  3.38it/s]

 36%|███▌      | 132/370 [00:32<01:05,  3.65it/s]

 36%|███▌      | 133/370 [00:32<01:02,  3.76it/s]

 36%|███▌      | 134/370 [00:32<01:01,  3.83it/s]

 36%|███▋      | 135/370 [00:33<01:06,  3.53it/s]

 37%|███▋      | 136/370 [00:33<01:04,  3.64it/s]

 37%|███▋      | 137/370 [00:33<01:03,  3.67it/s]

 37%|███▋      | 138/370 [00:33<01:02,  3.73it/s]

 38%|███▊      | 139/370 [00:34<00:59,  3.87it/s]

 38%|███▊      | 140/370 [00:34<00:57,  3.99it/s]

 38%|███▊      | 141/370 [00:34<01:01,  3.73it/s]

 38%|███▊      | 142/370 [00:34<01:01,  3.71it/s]

 39%|███▊      | 143/370 [00:35<00:59,  3.85it/s]

 39%|███▉      | 144/370 [00:35<00:59,  3.79it/s]

 39%|███▉      | 145/370 [00:35<01:02,  3.57it/s]

 39%|███▉      | 146/370 [00:36<01:04,  3.50it/s]

 40%|███▉      | 147/370 [00:36<01:00,  3.66it/s]

 40%|████      | 148/370 [00:36<01:01,  3.60it/s]

 40%|████      | 149/370 [00:36<00:57,  3.82it/s]

 41%|████      | 150/370 [00:36<00:52,  4.19it/s]

 41%|████      | 151/370 [00:37<00:49,  4.38it/s]

 41%|████      | 152/370 [00:37<00:51,  4.25it/s]

 41%|████▏     | 153/370 [00:37<00:53,  4.05it/s]

 42%|████▏     | 154/370 [00:37<00:52,  4.10it/s]

 42%|████▏     | 155/370 [00:38<00:51,  4.18it/s]

 42%|████▏     | 156/370 [00:38<00:53,  3.98it/s]

 42%|████▏     | 157/370 [00:38<00:56,  3.77it/s]

 43%|████▎     | 158/370 [00:38<00:54,  3.90it/s]

 43%|████▎     | 159/370 [00:39<00:50,  4.19it/s]

 43%|████▎     | 160/370 [00:39<00:52,  4.04it/s]

 44%|████▎     | 161/370 [00:39<00:52,  4.00it/s]

 44%|████▍     | 162/370 [00:39<00:51,  4.00it/s]

 44%|████▍     | 163/370 [00:40<00:48,  4.24it/s]

 44%|████▍     | 164/370 [00:40<00:48,  4.25it/s]

 45%|████▍     | 165/370 [00:40<00:50,  4.02it/s]

 45%|████▍     | 166/370 [00:40<00:51,  3.99it/s]

 45%|████▌     | 167/370 [00:41<00:51,  3.96it/s]

 45%|████▌     | 168/370 [00:41<00:50,  4.03it/s]

 46%|████▌     | 169/370 [00:41<00:48,  4.11it/s]

 46%|████▌     | 170/370 [00:41<00:49,  4.04it/s]

 46%|████▌     | 171/370 [00:42<00:51,  3.86it/s]

 46%|████▋     | 172/370 [00:42<00:47,  4.18it/s]

 47%|████▋     | 173/370 [00:42<00:46,  4.26it/s]

 47%|████▋     | 174/370 [00:42<00:47,  4.16it/s]

 47%|████▋     | 175/370 [00:43<00:45,  4.32it/s]

 48%|████▊     | 176/370 [00:43<00:42,  4.51it/s]

 48%|████▊     | 177/370 [00:43<00:45,  4.29it/s]

 48%|████▊     | 178/370 [00:43<00:43,  4.44it/s]

 48%|████▊     | 179/370 [00:44<00:45,  4.18it/s]

 49%|████▊     | 180/370 [00:44<00:41,  4.59it/s]

 49%|████▉     | 181/370 [00:44<00:42,  4.41it/s]

 49%|████▉     | 182/370 [00:44<00:42,  4.41it/s]

 49%|████▉     | 183/370 [00:44<00:45,  4.13it/s]

 50%|████▉     | 184/370 [00:45<00:45,  4.11it/s]

 50%|█████     | 185/370 [00:45<00:43,  4.28it/s]

 50%|█████     | 186/370 [00:45<00:43,  4.22it/s]

 51%|█████     | 187/370 [00:45<00:44,  4.09it/s]

 51%|█████     | 188/370 [00:46<00:44,  4.07it/s]

 51%|█████     | 189/370 [00:46<00:47,  3.80it/s]

 51%|█████▏    | 190/370 [00:46<00:45,  3.99it/s]

 52%|█████▏    | 191/370 [00:46<00:43,  4.15it/s]

 52%|█████▏    | 192/370 [00:47<00:44,  4.02it/s]

 52%|█████▏    | 193/370 [00:47<00:45,  3.93it/s]

 52%|█████▏    | 194/370 [00:47<00:42,  4.18it/s]

 53%|█████▎    | 195/370 [00:47<00:42,  4.08it/s]

 53%|█████▎    | 196/370 [00:48<00:41,  4.17it/s]

 53%|█████▎    | 197/370 [00:48<00:41,  4.18it/s]

 54%|█████▎    | 198/370 [00:48<00:42,  4.04it/s]

 54%|█████▍    | 199/370 [00:48<00:41,  4.11it/s]

 54%|█████▍    | 200/370 [00:49<00:41,  4.05it/s]

 54%|█████▍    | 201/370 [00:49<00:41,  4.11it/s]

 55%|█████▍    | 202/370 [00:49<00:40,  4.17it/s]

 55%|█████▍    | 203/370 [00:49<00:42,  3.92it/s]

 55%|█████▌    | 204/370 [00:50<00:45,  3.67it/s]

 55%|█████▌    | 205/370 [00:50<00:45,  3.60it/s]

 56%|█████▌    | 206/370 [00:50<00:45,  3.61it/s]

 56%|█████▌    | 207/370 [00:50<00:44,  3.69it/s]

 56%|█████▌    | 208/370 [00:51<00:45,  3.58it/s]

 56%|█████▋    | 209/370 [00:51<00:44,  3.66it/s]

 57%|█████▋    | 210/370 [00:51<00:45,  3.54it/s]

 57%|█████▋    | 211/370 [00:52<00:45,  3.49it/s]

 57%|█████▋    | 212/370 [00:52<00:45,  3.50it/s]

 58%|█████▊    | 213/370 [00:52<00:45,  3.43it/s]

 58%|█████▊    | 214/370 [00:52<00:43,  3.56it/s]

 58%|█████▊    | 215/370 [00:53<00:43,  3.60it/s]

 58%|█████▊    | 216/370 [00:53<00:41,  3.74it/s]

 59%|█████▊    | 217/370 [00:53<00:39,  3.84it/s]

 59%|█████▉    | 218/370 [00:53<00:37,  4.06it/s]

 59%|█████▉    | 219/370 [00:54<00:40,  3.71it/s]

 59%|█████▉    | 220/370 [00:54<00:39,  3.80it/s]

 60%|█████▉    | 221/370 [00:54<00:39,  3.75it/s]

 60%|██████    | 222/370 [00:55<00:37,  3.90it/s]

 60%|██████    | 223/370 [00:55<00:39,  3.70it/s]

 61%|██████    | 224/370 [00:55<00:43,  3.38it/s]

 61%|██████    | 225/370 [00:56<00:45,  3.22it/s]

 61%|██████    | 226/370 [00:56<00:44,  3.25it/s]

 61%|██████▏   | 227/370 [00:56<00:44,  3.20it/s]

 62%|██████▏   | 228/370 [00:56<00:43,  3.27it/s]

 62%|██████▏   | 229/370 [00:57<00:42,  3.31it/s]

 62%|██████▏   | 230/370 [00:57<00:42,  3.32it/s]

 62%|██████▏   | 231/370 [00:57<00:40,  3.45it/s]

 63%|██████▎   | 232/370 [00:58<00:41,  3.31it/s]

 63%|██████▎   | 233/370 [00:58<00:43,  3.17it/s]

 63%|██████▎   | 234/370 [00:58<00:43,  3.16it/s]

 64%|██████▎   | 235/370 [00:59<00:41,  3.24it/s]

 64%|██████▍   | 236/370 [00:59<00:41,  3.23it/s]

 64%|██████▍   | 237/370 [00:59<00:41,  3.23it/s]

 64%|██████▍   | 238/370 [01:00<00:39,  3.31it/s]

 65%|██████▍   | 239/370 [01:00<00:39,  3.33it/s]

 65%|██████▍   | 240/370 [01:00<00:40,  3.20it/s]

 65%|██████▌   | 241/370 [01:00<00:39,  3.29it/s]

 65%|██████▌   | 242/370 [01:01<00:36,  3.47it/s]

 66%|██████▌   | 243/370 [01:01<00:38,  3.27it/s]

 66%|██████▌   | 244/370 [01:01<00:40,  3.11it/s]

 66%|██████▌   | 245/370 [01:02<00:38,  3.27it/s]

 66%|██████▋   | 246/370 [01:02<00:37,  3.34it/s]

 67%|██████▋   | 247/370 [01:02<00:33,  3.70it/s]

 67%|██████▋   | 248/370 [01:02<00:31,  3.87it/s]

 67%|██████▋   | 249/370 [01:03<00:31,  3.86it/s]

 68%|██████▊   | 250/370 [01:03<00:32,  3.73it/s]

 68%|██████▊   | 251/370 [01:03<00:32,  3.71it/s]

 68%|██████▊   | 252/370 [01:04<00:35,  3.32it/s]

 68%|██████▊   | 253/370 [01:04<00:35,  3.34it/s]

 69%|██████▊   | 254/370 [01:04<00:34,  3.39it/s]

 69%|██████▉   | 255/370 [01:04<00:33,  3.43it/s]

 69%|██████▉   | 256/370 [01:05<00:33,  3.36it/s]

 69%|██████▉   | 257/370 [01:05<00:37,  3.04it/s]

 70%|██████▉   | 258/370 [01:05<00:35,  3.13it/s]

 70%|███████   | 259/370 [01:06<00:34,  3.24it/s]

 70%|███████   | 260/370 [01:06<00:31,  3.45it/s]

 71%|███████   | 261/370 [01:06<00:32,  3.39it/s]

 71%|███████   | 262/370 [01:07<00:31,  3.41it/s]

 71%|███████   | 263/370 [01:07<00:32,  3.31it/s]

 71%|███████▏  | 264/370 [01:07<00:33,  3.17it/s]

 72%|███████▏  | 265/370 [01:08<00:31,  3.30it/s]

 72%|███████▏  | 266/370 [01:08<00:32,  3.24it/s]

 72%|███████▏  | 267/370 [01:08<00:32,  3.18it/s]

 72%|███████▏  | 268/370 [01:08<00:31,  3.21it/s]

 73%|███████▎  | 269/370 [01:09<00:32,  3.14it/s]

 73%|███████▎  | 270/370 [01:09<00:31,  3.17it/s]

 73%|███████▎  | 271/370 [01:09<00:31,  3.14it/s]

 74%|███████▎  | 272/370 [01:10<00:29,  3.27it/s]

 74%|███████▍  | 273/370 [01:10<00:30,  3.21it/s]

 74%|███████▍  | 274/370 [01:10<00:29,  3.28it/s]

 74%|███████▍  | 275/370 [01:11<00:28,  3.29it/s]

 75%|███████▍  | 276/370 [01:11<00:28,  3.25it/s]

 75%|███████▍  | 277/370 [01:11<00:29,  3.20it/s]

 75%|███████▌  | 278/370 [01:12<00:29,  3.16it/s]

 75%|███████▌  | 279/370 [01:12<00:29,  3.14it/s]

 76%|███████▌  | 280/370 [01:12<00:28,  3.14it/s]

 76%|███████▌  | 281/370 [01:13<00:27,  3.25it/s]

 76%|███████▌  | 282/370 [01:13<00:26,  3.30it/s]

 76%|███████▋  | 283/370 [01:13<00:26,  3.25it/s]

 77%|███████▋  | 284/370 [01:13<00:26,  3.22it/s]

 77%|███████▋  | 285/370 [01:14<00:28,  3.03it/s]

 77%|███████▋  | 286/370 [01:14<00:27,  3.03it/s]

 78%|███████▊  | 287/370 [01:14<00:26,  3.08it/s]

 78%|███████▊  | 288/370 [01:15<00:25,  3.16it/s]

 78%|███████▊  | 289/370 [01:15<00:24,  3.34it/s]

 78%|███████▊  | 290/370 [01:15<00:24,  3.26it/s]

 79%|███████▊  | 291/370 [01:16<00:24,  3.20it/s]

 79%|███████▉  | 292/370 [01:16<00:24,  3.24it/s]

 79%|███████▉  | 293/370 [01:16<00:23,  3.22it/s]

 79%|███████▉  | 294/370 [01:17<00:22,  3.34it/s]

 80%|███████▉  | 295/370 [01:17<00:21,  3.41it/s]

 80%|████████  | 296/370 [01:17<00:21,  3.44it/s]

 80%|████████  | 297/370 [01:17<00:21,  3.33it/s]

 81%|████████  | 298/370 [01:18<00:24,  2.98it/s]

 81%|████████  | 299/370 [01:18<00:23,  3.02it/s]

 81%|████████  | 300/370 [01:18<00:22,  3.10it/s]

 81%|████████▏ | 301/370 [01:19<00:23,  3.00it/s]

 82%|████████▏ | 302/370 [01:19<00:21,  3.13it/s]

 82%|████████▏ | 303/370 [01:19<00:21,  3.17it/s]

 82%|████████▏ | 304/370 [01:20<00:20,  3.20it/s]

 82%|████████▏ | 305/370 [01:20<00:21,  3.04it/s]

 83%|████████▎ | 306/370 [01:20<00:20,  3.11it/s]

 83%|████████▎ | 307/370 [01:21<00:19,  3.23it/s]

 83%|████████▎ | 308/370 [01:21<00:19,  3.21it/s]

 84%|████████▎ | 309/370 [01:21<00:18,  3.27it/s]

 84%|████████▍ | 310/370 [01:22<00:18,  3.19it/s]

 84%|████████▍ | 311/370 [01:22<00:18,  3.13it/s]

 84%|████████▍ | 312/370 [01:22<00:18,  3.17it/s]

 85%|████████▍ | 313/370 [01:23<00:17,  3.20it/s]

 85%|████████▍ | 314/370 [01:23<00:16,  3.40it/s]

 85%|████████▌ | 315/370 [01:23<00:16,  3.37it/s]

 85%|████████▌ | 316/370 [01:23<00:16,  3.25it/s]

 86%|████████▌ | 317/370 [01:24<00:16,  3.26it/s]

 86%|████████▌ | 318/370 [01:24<00:16,  3.15it/s]

 86%|████████▌ | 319/370 [01:24<00:15,  3.30it/s]

 86%|████████▋ | 320/370 [01:25<00:15,  3.31it/s]

 87%|████████▋ | 321/370 [01:25<00:14,  3.29it/s]

 87%|████████▋ | 322/370 [01:25<00:14,  3.40it/s]

 87%|████████▋ | 323/370 [01:26<00:13,  3.40it/s]

 88%|████████▊ | 324/370 [01:26<00:13,  3.52it/s]

 88%|████████▊ | 325/370 [01:26<00:12,  3.50it/s]

 88%|████████▊ | 326/370 [01:26<00:13,  3.27it/s]

 88%|████████▊ | 327/370 [01:27<00:13,  3.25it/s]

 89%|████████▊ | 328/370 [01:27<00:12,  3.48it/s]

 89%|████████▉ | 329/370 [01:27<00:11,  3.57it/s]

 89%|████████▉ | 330/370 [01:28<00:11,  3.45it/s]

 89%|████████▉ | 331/370 [01:28<00:11,  3.35it/s]

 90%|████████▉ | 332/370 [01:28<00:12,  3.15it/s]

 90%|█████████ | 333/370 [01:29<00:11,  3.31it/s]

 90%|█████████ | 334/370 [01:29<00:11,  3.22it/s]

 91%|█████████ | 335/370 [01:29<00:10,  3.38it/s]

 91%|█████████ | 336/370 [01:29<00:10,  3.28it/s]

 91%|█████████ | 337/370 [01:30<00:10,  3.24it/s]

 91%|█████████▏| 338/370 [01:30<00:09,  3.21it/s]

 92%|█████████▏| 339/370 [01:30<00:09,  3.14it/s]

 92%|█████████▏| 340/370 [01:31<00:09,  3.13it/s]

 92%|█████████▏| 341/370 [01:31<00:08,  3.28it/s]

 92%|█████████▏| 342/370 [01:31<00:08,  3.43it/s]

 93%|█████████▎| 343/370 [01:32<00:07,  3.57it/s]

 93%|█████████▎| 344/370 [01:32<00:07,  3.33it/s]

 93%|█████████▎| 345/370 [01:32<00:08,  2.95it/s]

 94%|█████████▎| 346/370 [01:33<00:08,  2.89it/s]

 94%|█████████▍| 347/370 [01:33<00:07,  2.91it/s]

 94%|█████████▍| 348/370 [01:33<00:07,  3.06it/s]

 94%|█████████▍| 349/370 [01:34<00:06,  3.07it/s]

 95%|█████████▍| 350/370 [01:34<00:06,  3.22it/s]

 95%|█████████▍| 351/370 [01:34<00:06,  3.13it/s]

 95%|█████████▌| 352/370 [01:35<00:06,  2.92it/s]

 95%|█████████▌| 353/370 [01:35<00:05,  3.01it/s]

 96%|█████████▌| 354/370 [01:35<00:05,  2.92it/s]

 96%|█████████▌| 355/370 [01:36<00:04,  3.14it/s]

 96%|█████████▌| 356/370 [01:36<00:04,  3.31it/s]

 96%|█████████▋| 357/370 [01:36<00:03,  3.46it/s]

 97%|█████████▋| 358/370 [01:36<00:03,  3.75it/s]

 97%|█████████▋| 359/370 [01:37<00:02,  3.82it/s]

 97%|█████████▋| 360/370 [01:37<00:02,  3.65it/s]

 98%|█████████▊| 361/370 [01:37<00:02,  3.67it/s]

 98%|█████████▊| 362/370 [01:37<00:02,  3.73it/s]

 98%|█████████▊| 363/370 [01:38<00:01,  4.09it/s]

 98%|█████████▊| 364/370 [01:38<00:01,  3.63it/s]

 99%|█████████▊| 365/370 [01:38<00:01,  3.71it/s]

 99%|█████████▉| 366/370 [01:38<00:01,  3.76it/s]

 99%|█████████▉| 367/370 [01:39<00:00,  3.83it/s]

 99%|█████████▉| 368/370 [01:39<00:00,  3.80it/s]

100%|█████████▉| 369/370 [01:39<00:00,  3.75it/s]

100%|██████████| 370/370 [01:39<00:00,  3.89it/s]
                                                         

                                                 

 78%|███████▊  | 15500/19900 [7:54:55<1:39:17,  1.35s/it]

100%|██████████| 370/370 [02:07<00:00,  3.89it/s]

                                                 Saving model checkpoint to ./checkpoint-15500
Configuration saved in ./checkpoint-15500/config.json
Model weights saved in ./checkpoint-15500/pytorch_model.bin
Configuration saved in ./checkpoint-15500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-14000] due to args.save_total_limit

 78%|███████▊  | 15501/19900 [7:56:16<77:28:39, 63.41s/it]
 78%|███████▊  | 15502/19900 [7:56:17<54:41:08, 44.76s/it]
 78%|███████▊  | 15503/19900 [7:56:18<38:44:43, 31.72s/it]
 78%|███████▊  | 15504/19900 [7:56:20<27:36:31, 22.61s/it]
 78%|███████▊  | 15505/19900 [7:56:21<19:47:00, 16.20s/it]
 78%|███████▊  | 15506/19900 [7:56:22<14:18:08, 11.72s/it]
 78%|███████▊  | 15507/19900 [7:56:23<10:28:29,  8.58s/it]
 78%|███████▊  | 15508/19900 [7:56:25<7:45:43,  6.36s/it] 
 78%|███████▊  | 15509/19900 [7:56:26<5:53:20,  4.83s/it]
 78%|███████▊  | 15510/19900 [7:56:27<4:33:52,  3.74s/it]
 78%|███████▊  | 15511/19900 [7:56:28<3:38:55,  2.99s/it]
 78%|███████▊  | 15512/19900 [7:56:29<2:57:32,  2.43s/it]
 78%|███████▊  | 15513/19900 [7:56:31<2:27:45,  2.02s/it]
 78%|███████▊  | 15514/19900 [7:56:32<2:08:01,  1.75s/it]
 78%|███████▊  | 15515/19900 [7:56:33<1:52:21,  1.54s/it]
 78%|███████▊  | 15516/19900 [7:56:34<1:40:50,  1.38s/it]
 78%|███████▊  | 15517/19900 [7:56:35<1:32:54,  1.27s/it]
 78%|███████▊  | 15518/19900 [7:56:36<1:26:20,  1.18s/it]
 78%|███████▊  | 15519/19900 [7:56:37<1:21:02,  1.11s/it]
 78%|███████▊  | 15520/19900 [7:56:39<1:40:51,  1.38s/it]
 78%|███████▊  | 15521/19900 [7:56:40<1:43:42,  1.42s/it]
 78%|███████▊  | 15522/19900 [7:56:42<1:43:31,  1.42s/it]
 78%|███████▊  | 15523/19900 [7:56:44<2:15:38,  1.86s/it]
 78%|███████▊  | 15524/19900 [7:56:47<2:21:08,  1.94s/it]
 78%|███████▊  | 15525/19900 [7:56:49<2:22:44,  1.96s/it]
 78%|███████▊  | 15526/19900 [7:56:51<2:24:15,  1.98s/it]
 78%|███████▊  | 15527/19900 [7:56:53<2:23:05,  1.96s/it]
 78%|███████▊  | 15528/19900 [7:56:54<2:18:47,  1.90s/it]
 78%|███████▊  | 15529/19900 [7:56:56<2:14:49,  1.85s/it]
 78%|███████▊  | 15530/19900 [7:56:58<2:12:42,  1.82s/it]
 78%|███████▊  | 15531/19900 [7:56:59<2:10:32,  1.79s/it]
 78%|███████▊  | 15532/19900 [7:57:01<2:07:12,  1.75s/it]
 78%|███████▊  | 15533/19900 [7:57:03<2:04:15,  1.71s/it]
 78%|███████▊  | 15534/19900 [7:57:04<2:01:56,  1.68s/it]
 78%|███████▊  | 15535/19900 [7:57:06<2:01:18,  1.67s/it]
 78%|███████▊  | 15536/19900 [7:57:08<1:58:28,  1.63s/it]
 78%|███████▊  | 15537/19900 [7:57:09<1:58:10,  1.63s/it]
 78%|███████▊  | 15538/19900 [7:57:11<1:57:25,  1.62s/it]
 78%|███████▊  | 15539/19900 [7:57:12<1:55:42,  1.59s/it]
 78%|███████▊  | 15540/19900 [7:57:14<1:54:48,  1.58s/it]
 78%|███████▊  | 15541/19900 [7:57:15<1:54:31,  1.58s/it]
 78%|███████▊  | 15542/19900 [7:57:17<1:53:23,  1.56s/it]
 78%|███████▊  | 15543/19900 [7:57:18<1:51:16,  1.53s/it]
 78%|███████▊  | 15544/19900 [7:57:20<1:50:50,  1.53s/it]
 78%|███████▊  | 15545/19900 [7:57:21<1:49:15,  1.51s/it]
 78%|███████▊  | 15546/19900 [7:57:23<1:48:24,  1.49s/it]
 78%|███████▊  | 15547/19900 [7:57:24<1:47:07,  1.48s/it]
 78%|███████▊  | 15548/19900 [7:57:26<1:45:27,  1.45s/it]
 78%|███████▊  | 15549/19900 [7:57:27<1:43:51,  1.43s/it]
 78%|███████▊  | 15550/19900 [7:57:28<1:42:38,  1.42s/it]
 78%|███████▊  | 15551/19900 [7:57:30<1:41:14,  1.40s/it]
 78%|███████▊  | 15552/19900 [7:57:31<1:39:17,  1.37s/it]
 78%|███████▊  | 15553/19900 [7:57:32<1:37:47,  1.35s/it]
 78%|███████▊  | 15554/19900 [7:57:34<1:36:22,  1.33s/it]
 78%|███████▊  | 15555/19900 [7:57:35<1:35:33,  1.32s/it]
 78%|███████▊  | 15556/19900 [7:57:36<1:34:44,  1.31s/it]
 78%|███████▊  | 15557/19900 [7:57:38<1:33:22,  1.29s/it]
 78%|███████▊  | 15558/19900 [7:57:39<1:32:11,  1.27s/it]
 78%|███████▊  | 15559/19900 [7:57:40<1:31:26,  1.26s/it]
 78%|███████▊  | 15560/19900 [7:57:41<1:30:42,  1.25s/it]
 78%|███████▊  | 15561/19900 [7:57:42<1:28:22,  1.22s/it]
 78%|███████▊  | 15562/19900 [7:57:44<1:27:13,  1.21s/it]
 78%|███████▊  | 15563/19900 [7:57:45<1:25:02,  1.18s/it]
 78%|███████▊  | 15564/19900 [7:57:46<1:24:31,  1.17s/it]
 78%|███████▊  | 15565/19900 [7:57:47<1:23:14,  1.15s/it]
 78%|███████▊  | 15566/19900 [7:57:48<1:20:54,  1.12s/it]
 78%|███████▊  | 15567/19900 [7:57:49<1:19:02,  1.09s/it]
 78%|███████▊  | 15568/19900 [7:57:50<1:18:58,  1.09s/it]
 78%|███████▊  | 15569/19900 [7:57:51<1:16:29,  1.06s/it]
 78%|███████▊  | 15570/19900 [7:57:52<1:15:54,  1.05s/it]
 78%|███████▊  | 15571/19900 [7:57:53<1:12:24,  1.00s/it]
 78%|███████▊  | 15572/19900 [7:57:55<1:41:54,  1.41s/it]
 78%|███████▊  | 15573/19900 [7:57:57<1:57:55,  1.64s/it]
 78%|███████▊  | 15574/19900 [7:58:00<2:06:00,  1.75s/it]
 78%|███████▊  | 15575/19900 [7:58:01<2:10:27,  1.81s/it]
 78%|███████▊  | 15576/19900 [7:58:03<2:11:30,  1.82s/it]
 78%|███████▊  | 15577/19900 [7:58:05<2:11:03,  1.82s/it]
 78%|███████▊  | 15578/19900 [7:58:07<2:10:21,  1.81s/it]
 78%|███████▊  | 15579/19900 [7:58:09<2:08:26,  1.78s/it]
 78%|███████▊  | 15580/19900 [7:58:10<2:06:34,  1.76s/it]
 78%|███████▊  | 15581/19900 [7:58:12<2:03:52,  1.72s/it]
 78%|███████▊  | 15582/19900 [7:58:14<2:01:41,  1.69s/it]
 78%|███████▊  | 15583/19900 [7:58:15<2:00:29,  1.67s/it]
 78%|███████▊  | 15584/19900 [7:58:17<1:59:37,  1.66s/it]
 78%|███████▊  | 15585/19900 [7:58:18<1:57:42,  1.64s/it]
 78%|███████▊  | 15586/19900 [7:58:20<1:57:35,  1.64s/it]
 78%|███████▊  | 15587/19900 [7:58:22<1:56:33,  1.62s/it]
 78%|███████▊  | 15588/19900 [7:58:23<1:55:04,  1.60s/it]
 78%|███████▊  | 15589/19900 [7:58:25<1:53:02,  1.57s/it]
 78%|███████▊  | 15590/19900 [7:58:26<1:51:56,  1.56s/it]
 78%|███████▊  | 15591/19900 [7:58:28<1:51:33,  1.55s/it]
 78%|███████▊  | 15592/19900 [7:58:29<1:49:41,  1.53s/it]
 78%|███████▊  | 15593/19900 [7:58:31<1:48:02,  1.50s/it]
 78%|███████▊  | 15594/19900 [7:58:32<1:47:21,  1.50s/it]
 78%|███████▊  | 15595/19900 [7:58:34<1:46:39,  1.49s/it]
 78%|███████▊  | 15596/19900 [7:58:35<1:45:19,  1.47s/it]
 78%|███████▊  | 15597/19900 [7:58:36<1:43:33,  1.44s/it]
 78%|███████▊  | 15598/19900 [7:58:38<1:41:26,  1.41s/it]
 78%|███████▊  | 15599/19900 [7:58:39<1:40:05,  1.40s/it]
 78%|███████▊  | 15600/19900 [7:58:40<1:38:16,  1.37s/it]
                                                         

 78%|███████▊  | 15600/19900 [7:58:40<1:38:16,  1.37s/it]
 78%|███████▊  | 15601/19900 [7:58:42<1:38:05,  1.37s/it]
 78%|███████▊  | 15602/19900 [7:58:43<1:34:37,  1.32s/it]
 78%|███████▊  | 15603/19900 [7:58:44<1:33:51,  1.31s/it]
 78%|███████▊  | 15604/19900 [7:58:46<1:31:03,  1.27s/it]
 78%|███████▊  | 15605/19900 [7:58:47<1:29:47,  1.25s/it]
 78%|███████▊  | 15606/19900 [7:58:48<1:28:52,  1.24s/it]
 78%|███████▊  | 15607/19900 [7:58:49<1:28:47,  1.24s/it]
 78%|███████▊  | 15608/19900 [7:58:50<1:27:56,  1.23s/it]
 78%|███████▊  | 15609/19900 [7:58:52<1:26:58,  1.22s/it]
 78%|███████▊  | 15610/19900 [7:58:53<1:26:12,  1.21s/it]
 78%|███████▊  | 15611/19900 [7:58:54<1:26:07,  1.20s/it]
 78%|███████▊  | 15612/19900 [7:58:55<1:24:47,  1.19s/it]
 78%|███████▊  | 15613/19900 [7:58:56<1:23:30,  1.17s/it]
 78%|███████▊  | 15614/19900 [7:58:57<1:21:57,  1.15s/it]
 78%|███████▊  | 15615/19900 [7:58:58<1:20:22,  1.13s/it]
 78%|███████▊  | 15616/19900 [7:58:59<1:18:25,  1.10s/it]
 78%|███████▊  | 15617/19900 [7:59:00<1:15:43,  1.06s/it]
 78%|███████▊  | 15618/19900 [7:59:01<1:14:43,  1.05s/it]
 78%|███████▊  | 15619/19900 [7:59:02<1:13:45,  1.03s/it]
 78%|███████▊  | 15620/19900 [7:59:03<1:11:58,  1.01s/it]
 78%|███████▊  | 15621/19900 [7:59:06<1:41:20,  1.42s/it]
 79%|███████▊  | 15622/19900 [7:59:08<1:56:10,  1.63s/it]
 79%|███████▊  | 15623/19900 [7:59:10<2:04:21,  1.74s/it]
 79%|███████▊  | 15624/19900 [7:59:12<2:07:04,  1.78s/it]
 79%|███████▊  | 15625/19900 [7:59:14<2:09:19,  1.82s/it]
 79%|███████▊  | 15626/19900 [7:59:16<2:10:28,  1.83s/it]
 79%|███████▊  | 15627/19900 [7:59:17<2:09:19,  1.82s/it]
 79%|███████▊  | 15628/19900 [7:59:19<2:07:05,  1.79s/it]
 79%|███████▊  | 15629/19900 [7:59:21<2:05:04,  1.76s/it]
 79%|███████▊  | 15630/19900 [7:59:22<2:02:58,  1.73s/it]
 79%|███████▊  | 15631/19900 [7:59:24<2:01:12,  1.70s/it]
 79%|███████▊  | 15632/19900 [7:59:26<2:01:02,  1.70s/it]
 79%|███████▊  | 15633/19900 [7:59:27<1:58:59,  1.67s/it]
 79%|███████▊  | 15634/19900 [7:59:29<1:57:01,  1.65s/it]
 79%|███████▊  | 15635/19900 [7:59:30<1:55:59,  1.63s/it]
 79%|███████▊  | 15636/19900 [7:59:32<1:52:58,  1.59s/it]
 79%|███████▊  | 15637/19900 [7:59:34<1:52:08,  1.58s/it]
 79%|███████▊  | 15638/19900 [7:59:35<1:51:21,  1.57s/it]
 79%|███████▊  | 15639/19900 [7:59:37<1:49:31,  1.54s/it]
 79%|███████▊  | 15640/19900 [7:59:38<1:47:25,  1.51s/it]
 79%|███████▊  | 15641/19900 [7:59:39<1:46:17,  1.50s/it]
 79%|███████▊  | 15642/19900 [7:59:41<1:46:37,  1.50s/it]
 79%|███████▊  | 15643/19900 [7:59:42<1:45:10,  1.48s/it]
 79%|███████▊  | 15644/19900 [7:59:44<1:44:07,  1.47s/it]
 79%|███████▊  | 15645/19900 [7:59:45<1:42:37,  1.45s/it]
 79%|███████▊  | 15646/19900 [7:59:47<1:41:07,  1.43s/it]
 79%|███████▊  | 15647/19900 [7:59:48<1:40:04,  1.41s/it]
 79%|███████▊  | 15648/19900 [7:59:49<1:39:34,  1.41s/it]
 79%|███████▊  | 15649/19900 [7:59:51<1:38:39,  1.39s/it]
 79%|███████▊  | 15650/19900 [7:59:52<1:37:28,  1.38s/it]
 79%|███████▊  | 15651/19900 [7:59:53<1:36:25,  1.36s/it]
 79%|███████▊  | 15652/19900 [7:59:55<1:34:24,  1.33s/it]
 79%|███████▊  | 15653/19900 [7:59:56<1:32:25,  1.31s/it]
 79%|███████▊  | 15654/19900 [7:59:57<1:31:18,  1.29s/it]
 79%|███████▊  | 15655/19900 [7:59:58<1:30:02,  1.27s/it]
 79%|███████▊  | 15656/19900 [8:00:00<1:28:27,  1.25s/it]
 79%|███████▊  | 15657/19900 [8:00:01<1:27:41,  1.24s/it]
 79%|███████▊  | 15658/19900 [8:00:02<1:27:05,  1.23s/it]
 79%|███████▊  | 15659/19900 [8:00:03<1:26:02,  1.22s/it]
 79%|███████▊  | 15660/19900 [8:00:04<1:26:04,  1.22s/it]
 79%|███████▊  | 15661/19900 [8:00:06<1:25:05,  1.20s/it]
 79%|███████▊  | 15662/19900 [8:00:07<1:23:11,  1.18s/it]
 79%|███████▊  | 15663/19900 [8:00:08<1:22:12,  1.16s/it]
 79%|███████▊  | 15664/19900 [8:00:09<1:20:42,  1.14s/it]
 79%|███████▊  | 15665/19900 [8:00:10<1:18:28,  1.11s/it]
 79%|███████▊  | 15666/19900 [8:00:11<1:16:19,  1.08s/it]
 79%|███████▊  | 15667/19900 [8:00:12<1:15:50,  1.08s/it]
 79%|███████▊  | 15668/19900 [8:00:13<1:13:25,  1.04s/it]
 79%|███████▊  | 15669/19900 [8:00:14<1:10:02,  1.01it/s]
 79%|███████▊  | 15670/19900 [8:00:16<1:39:18,  1.41s/it]
 79%|███████▊  | 15671/19900 [8:00:18<1:55:24,  1.64s/it]
 79%|███████▉  | 15672/19900 [8:00:20<2:03:30,  1.75s/it]
 79%|███████▉  | 15673/19900 [8:00:22<2:07:20,  1.81s/it]
 79%|███████▉  | 15674/19900 [8:00:24<2:09:27,  1.84s/it]
 79%|███████▉  | 15675/19900 [8:00:26<2:09:27,  1.84s/it]
 79%|███████▉  | 15676/19900 [8:00:28<2:06:59,  1.80s/it]
 79%|███████▉  | 15677/19900 [8:00:30<2:06:19,  1.79s/it]
 79%|███████▉  | 15678/19900 [8:00:31<2:04:28,  1.77s/it]
 79%|███████▉  | 15679/19900 [8:00:33<2:01:29,  1.73s/it]
 79%|███████▉  | 15680/19900 [8:00:35<2:00:45,  1.72s/it]
 79%|███████▉  | 15681/19900 [8:00:36<2:01:22,  1.73s/it]
 79%|███████▉  | 15682/19900 [8:00:38<1:58:49,  1.69s/it]
 79%|███████▉  | 15683/19900 [8:00:40<1:56:50,  1.66s/it]
 79%|███████▉  | 15684/19900 [8:00:41<1:55:26,  1.64s/it]
 79%|███████▉  | 15685/19900 [8:00:43<1:54:38,  1.63s/it]
 79%|███████▉  | 15686/19900 [8:00:44<1:53:26,  1.62s/it]
 79%|███████▉  | 15687/19900 [8:00:46<1:51:17,  1.59s/it]
 79%|███████▉  | 15688/19900 [8:00:48<1:50:39,  1.58s/it]
 79%|███████▉  | 15689/19900 [8:00:49<1:50:20,  1.57s/it]
 79%|███████▉  | 15690/19900 [8:00:51<1:50:01,  1.57s/it]
 79%|███████▉  | 15691/19900 [8:00:52<1:49:19,  1.56s/it]
 79%|███████▉  | 15692/19900 [8:00:54<1:47:14,  1.53s/it]
 79%|███████▉  | 15693/19900 [8:00:55<1:46:35,  1.52s/it]
 79%|███████▉  | 15694/19900 [8:00:57<1:44:57,  1.50s/it]
 79%|███████▉  | 15695/19900 [8:00:58<1:43:07,  1.47s/it]
 79%|███████▉  | 15696/19900 [8:00:59<1:39:45,  1.42s/it]
 79%|███████▉  | 15697/19900 [8:01:01<1:36:58,  1.38s/it]
 79%|███████▉  | 15698/19900 [8:01:02<1:35:53,  1.37s/it]
 79%|███████▉  | 15699/19900 [8:01:03<1:33:56,  1.34s/it]
 79%|███████▉  | 15700/19900 [8:01:05<1:33:46,  1.34s/it]
                                                         

 79%|███████▉  | 15700/19900 [8:01:05<1:33:46,  1.34s/it]
 79%|███████▉  | 15701/19900 [8:01:06<1:33:54,  1.34s/it]
 79%|███████▉  | 15702/19900 [8:01:07<1:32:05,  1.32s/it]
 79%|███████▉  | 15703/19900 [8:01:08<1:31:23,  1.31s/it]
 79%|███████▉  | 15704/19900 [8:01:10<1:31:51,  1.31s/it]
 79%|███████▉  | 15705/19900 [8:01:11<1:29:50,  1.28s/it]
 79%|███████▉  | 15706/19900 [8:01:12<1:25:52,  1.23s/it]
 79%|███████▉  | 15707/19900 [8:01:13<1:26:13,  1.23s/it]
 79%|███████▉  | 15708/19900 [8:01:15<1:25:33,  1.22s/it]
 79%|███████▉  | 15709/19900 [8:01:16<1:23:33,  1.20s/it]
 79%|███████▉  | 15710/19900 [8:01:17<1:22:36,  1.18s/it]
 79%|███████▉  | 15711/19900 [8:01:18<1:22:38,  1.18s/it]
 79%|███████▉  | 15712/19900 [8:01:19<1:20:13,  1.15s/it]
 79%|███████▉  | 15713/19900 [8:01:20<1:19:12,  1.14s/it]
 79%|███████▉  | 15714/19900 [8:01:21<1:19:17,  1.14s/it]
 79%|███████▉  | 15715/19900 [8:01:22<1:17:06,  1.11s/it]
 79%|███████▉  | 15716/19900 [8:01:23<1:14:33,  1.07s/it]
 79%|███████▉  | 15717/19900 [8:01:24<1:12:07,  1.03s/it]
 79%|███████▉  | 15718/19900 [8:01:25<1:08:57,  1.01it/s]
 79%|███████▉  | 15719/19900 [8:01:27<1:26:16,  1.24s/it]
 79%|███████▉  | 15720/19900 [8:01:28<1:30:30,  1.30s/it]
 79%|███████▉  | 15721/19900 [8:01:30<1:27:53,  1.26s/it]
 79%|███████▉  | 15722/19900 [8:01:32<2:00:32,  1.73s/it]
 79%|███████▉  | 15723/19900 [8:01:35<2:09:18,  1.86s/it]
 79%|███████▉  | 15724/19900 [8:01:37<2:11:44,  1.89s/it]
 79%|███████▉  | 15725/19900 [8:01:39<2:13:32,  1.92s/it]
 79%|███████▉  | 15726/19900 [8:01:40<2:12:21,  1.90s/it]
 79%|███████▉  | 15727/19900 [8:01:42<2:09:38,  1.86s/it]
 79%|███████▉  | 15728/19900 [8:01:44<2:07:07,  1.83s/it]
 79%|███████▉  | 15729/19900 [8:01:46<2:05:34,  1.81s/it]
 79%|███████▉  | 15730/19900 [8:01:47<2:03:52,  1.78s/it]
 79%|███████▉  | 15731/19900 [8:01:49<2:00:37,  1.74s/it]
 79%|███████▉  | 15732/19900 [8:01:51<2:00:45,  1.74s/it]
 79%|███████▉  | 15733/19900 [8:01:52<1:58:01,  1.70s/it]
 79%|███████▉  | 15734/19900 [8:01:54<1:55:24,  1.66s/it]
 79%|███████▉  | 15735/19900 [8:01:56<1:53:55,  1.64s/it]
 79%|███████▉  | 15736/19900 [8:01:57<1:51:44,  1.61s/it]
 79%|███████▉  | 15737/19900 [8:01:59<1:50:36,  1.59s/it]
 79%|███████▉  | 15738/19900 [8:02:00<1:50:03,  1.59s/it]
 79%|███████▉  | 15739/19900 [8:02:02<1:49:55,  1.59s/it]
 79%|███████▉  | 15740/19900 [8:02:03<1:48:21,  1.56s/it]
 79%|███████▉  | 15741/19900 [8:02:05<1:46:53,  1.54s/it]
 79%|███████▉  | 15742/19900 [8:02:06<1:45:27,  1.52s/it]
 79%|███████▉  | 15743/19900 [8:02:08<1:43:56,  1.50s/it]
 79%|███████▉  | 15744/19900 [8:02:09<1:42:27,  1.48s/it]
 79%|███████▉  | 15745/19900 [8:02:11<1:40:35,  1.45s/it]
 79%|███████▉  | 15746/19900 [8:02:12<1:40:21,  1.45s/it]
 79%|███████▉  | 15747/19900 [8:02:13<1:41:20,  1.46s/it]
 79%|███████▉  | 15748/19900 [8:02:15<1:39:22,  1.44s/it]
 79%|███████▉  | 15749/19900 [8:02:16<1:37:18,  1.41s/it]
 79%|███████▉  | 15750/19900 [8:02:18<1:35:58,  1.39s/it]
 79%|███████▉  | 15751/19900 [8:02:19<1:33:51,  1.36s/it]
 79%|███████▉  | 15752/19900 [8:02:20<1:33:39,  1.35s/it]
 79%|███████▉  | 15753/19900 [8:02:21<1:33:31,  1.35s/it]
 79%|███████▉  | 15754/19900 [8:02:23<1:33:37,  1.35s/it]
 79%|███████▉  | 15755/19900 [8:02:24<1:33:13,  1.35s/it]
 79%|███████▉  | 15756/19900 [8:02:26<1:32:51,  1.34s/it]
 79%|███████▉  | 15757/19900 [8:02:27<1:30:53,  1.32s/it]
 79%|███████▉  | 15758/19900 [8:02:28<1:29:44,  1.30s/it]
 79%|███████▉  | 15759/19900 [8:02:29<1:28:01,  1.28s/it]
 79%|███████▉  | 15760/19900 [8:02:30<1:26:25,  1.25s/it]
 79%|███████▉  | 15761/19900 [8:02:32<1:24:58,  1.23s/it]
 79%|███████▉  | 15762/19900 [8:02:33<1:23:28,  1.21s/it]
 79%|███████▉  | 15763/19900 [8:02:34<1:21:47,  1.19s/it]
 79%|███████▉  | 15764/19900 [8:02:35<1:20:16,  1.16s/it]
 79%|███████▉  | 15765/19900 [8:02:36<1:18:18,  1.14s/it]
 79%|███████▉  | 15766/19900 [8:02:37<1:16:37,  1.11s/it]
 79%|███████▉  | 15767/19900 [8:02:38<1:15:05,  1.09s/it]
 79%|███████▉  | 15768/19900 [8:02:39<1:13:02,  1.06s/it]
 79%|███████▉  | 15769/19900 [8:02:40<1:11:31,  1.04s/it]
 79%|███████▉  | 15770/19900 [8:02:41<1:09:24,  1.01s/it]
 79%|███████▉  | 15771/19900 [8:02:43<1:37:39,  1.42s/it]
 79%|███████▉  | 15772/19900 [8:02:46<1:50:12,  1.60s/it]
 79%|███████▉  | 15773/19900 [8:02:48<1:59:20,  1.74s/it]
 79%|███████▉  | 15774/19900 [8:02:49<2:03:14,  1.79s/it]
 79%|███████▉  | 15775/19900 [8:02:51<2:07:00,  1.85s/it]
 79%|███████▉  | 15776/19900 [8:02:53<2:06:31,  1.84s/it]
 79%|███████▉  | 15777/19900 [8:02:55<2:05:52,  1.83s/it]
 79%|███████▉  | 15778/19900 [8:02:57<2:04:06,  1.81s/it]
 79%|███████▉  | 15779/19900 [8:02:59<2:02:52,  1.79s/it]
 79%|███████▉  | 15780/19900 [8:03:00<2:00:38,  1.76s/it]
 79%|███████▉  | 15781/19900 [8:03:02<1:57:46,  1.72s/it]
 79%|███████▉  | 15782/19900 [8:03:04<1:55:36,  1.68s/it]
 79%|███████▉  | 15783/19900 [8:03:05<1:53:58,  1.66s/it]
 79%|███████▉  | 15784/19900 [8:03:07<1:52:43,  1.64s/it]
 79%|███████▉  | 15785/19900 [8:03:08<1:50:19,  1.61s/it]
 79%|███████▉  | 15786/19900 [8:03:10<1:48:40,  1.58s/it]
 79%|███████▉  | 15787/19900 [8:03:11<1:47:11,  1.56s/it]
 79%|███████▉  | 15788/19900 [8:03:13<1:46:07,  1.55s/it]
 79%|███████▉  | 15789/19900 [8:03:14<1:44:47,  1.53s/it]
 79%|███████▉  | 15790/19900 [8:03:16<1:44:48,  1.53s/it]
 79%|███████▉  | 15791/19900 [8:03:17<1:43:04,  1.51s/it]
 79%|███████▉  | 15792/19900 [8:03:19<1:41:34,  1.48s/it]
 79%|███████▉  | 15793/19900 [8:03:20<1:41:23,  1.48s/it]
 79%|███████▉  | 15794/19900 [8:03:22<1:40:46,  1.47s/it]
 79%|███████▉  | 15795/19900 [8:03:23<1:40:46,  1.47s/it]
 79%|███████▉  | 15796/19900 [8:03:24<1:38:42,  1.44s/it]
 79%|███████▉  | 15797/19900 [8:03:26<1:37:30,  1.43s/it]
 79%|███████▉  | 15798/19900 [8:03:27<1:36:01,  1.40s/it]
 79%|███████▉  | 15799/19900 [8:03:29<1:34:59,  1.39s/it]
 79%|███████▉  | 15800/19900 [8:03:30<1:32:48,  1.36s/it]
                                                         

 79%|███████▉  | 15800/19900 [8:03:30<1:32:48,  1.36s/it]
 79%|███████▉  | 15801/19900 [8:03:31<1:31:28,  1.34s/it]
 79%|███████▉  | 15802/19900 [8:03:32<1:29:37,  1.31s/it]
 79%|███████▉  | 15803/19900 [8:03:34<1:27:44,  1.28s/it]
 79%|███████▉  | 15804/19900 [8:03:35<1:27:07,  1.28s/it]
 79%|███████▉  | 15805/19900 [8:03:36<1:27:03,  1.28s/it]
 79%|███████▉  | 15806/19900 [8:03:37<1:27:56,  1.29s/it]
 79%|███████▉  | 15807/19900 [8:03:39<1:27:33,  1.28s/it]
 79%|███████▉  | 15808/19900 [8:03:40<1:25:33,  1.25s/it]
 79%|███████▉  | 15809/19900 [8:03:41<1:24:28,  1.24s/it]
 79%|███████▉  | 15810/19900 [8:03:42<1:22:18,  1.21s/it]
 79%|███████▉  | 15811/19900 [8:03:43<1:21:04,  1.19s/it]
 79%|███████▉  | 15812/19900 [8:03:44<1:18:39,  1.15s/it]
 79%|███████▉  | 15813/19900 [8:03:46<1:17:10,  1.13s/it]
 79%|███████▉  | 15814/19900 [8:03:47<1:15:52,  1.11s/it]
 79%|███████▉  | 15815/19900 [8:03:48<1:14:15,  1.09s/it]
 79%|███████▉  | 15816/19900 [8:03:49<1:12:48,  1.07s/it]
 79%|███████▉  | 15817/19900 [8:03:50<1:13:37,  1.08s/it]
 79%|███████▉  | 15818/19900 [8:03:51<1:12:13,  1.06s/it]
 79%|███████▉  | 15819/19900 [8:03:52<1:08:31,  1.01s/it]
 79%|███████▉  | 15820/19900 [8:03:54<1:38:13,  1.44s/it]
 80%|███████▉  | 15821/19900 [8:03:56<1:53:26,  1.67s/it]
 80%|███████▉  | 15822/19900 [8:03:58<1:59:19,  1.76s/it]
 80%|███████▉  | 15823/19900 [8:04:00<2:03:13,  1.81s/it]
 80%|███████▉  | 15824/19900 [8:04:02<2:03:31,  1.82s/it]
 80%|███████▉  | 15825/19900 [8:04:04<2:02:22,  1.80s/it]
 80%|███████▉  | 15826/19900 [8:04:06<2:01:34,  1.79s/it]
 80%|███████▉  | 15827/19900 [8:04:07<1:59:23,  1.76s/it]
 80%|███████▉  | 15828/19900 [8:04:09<1:57:38,  1.73s/it]
 80%|███████▉  | 15829/19900 [8:04:11<1:55:31,  1.70s/it]
 80%|███████▉  | 15830/19900 [8:04:12<1:55:22,  1.70s/it]
 80%|███████▉  | 15831/19900 [8:04:14<1:53:58,  1.68s/it]
 80%|███████▉  | 15832/19900 [8:04:16<1:52:01,  1.65s/it]
 80%|███████▉  | 15833/19900 [8:04:17<1:50:27,  1.63s/it]
 80%|███████▉  | 15834/19900 [8:04:19<1:49:14,  1.61s/it]
 80%|███████▉  | 15835/19900 [8:04:20<1:47:27,  1.59s/it]
 80%|███████▉  | 15836/19900 [8:04:22<1:47:22,  1.59s/it]
 80%|███████▉  | 15837/19900 [8:04:23<1:46:49,  1.58s/it]
 80%|███████▉  | 15838/19900 [8:04:25<1:46:49,  1.58s/it]
 80%|███████▉  | 15839/19900 [8:04:26<1:45:23,  1.56s/it]
 80%|███████▉  | 15840/19900 [8:04:28<1:43:57,  1.54s/it]
 80%|███████▉  | 15841/19900 [8:04:29<1:43:53,  1.54s/it]
 80%|███████▉  | 15842/19900 [8:04:31<1:43:29,  1.53s/it]
 80%|███████▉  | 15843/19900 [8:04:32<1:41:57,  1.51s/it]
 80%|███████▉  | 15844/19900 [8:04:34<1:41:19,  1.50s/it]
 80%|███████▉  | 15845/19900 [8:04:35<1:40:09,  1.48s/it]
 80%|███████▉  | 15846/19900 [8:04:37<1:37:52,  1.45s/it]
 80%|███████▉  | 15847/19900 [8:04:38<1:36:56,  1.44s/it]
 80%|███████▉  | 15848/19900 [8:04:39<1:34:49,  1.40s/it]
 80%|███████▉  | 15849/19900 [8:04:41<1:32:16,  1.37s/it]
 80%|███████▉  | 15850/19900 [8:04:42<1:31:33,  1.36s/it]
 80%|███████▉  | 15851/19900 [8:04:43<1:30:19,  1.34s/it]
 80%|███████▉  | 15852/19900 [8:04:45<1:28:08,  1.31s/it]
 80%|███████▉  | 15853/19900 [8:04:46<1:26:24,  1.28s/it]
 80%|███████▉  | 15854/19900 [8:04:47<1:28:01,  1.31s/it]
 80%|███████▉  | 15855/19900 [8:04:48<1:27:08,  1.29s/it]
 80%|███████▉  | 15856/19900 [8:04:50<1:25:15,  1.27s/it]
 80%|███████▉  | 15857/19900 [8:04:51<1:24:00,  1.25s/it]
 80%|███████▉  | 15858/19900 [8:04:52<1:22:40,  1.23s/it]
 80%|███████▉  | 15859/19900 [8:04:53<1:20:58,  1.20s/it]
 80%|███████▉  | 15860/19900 [8:04:54<1:19:23,  1.18s/it]
 80%|███████▉  | 15861/19900 [8:04:55<1:18:36,  1.17s/it]
 80%|███████▉  | 15862/19900 [8:04:57<1:17:58,  1.16s/it]
 80%|███████▉  | 15863/19900 [8:04:58<1:16:31,  1.14s/it]
 80%|███████▉  | 15864/19900 [8:04:59<1:15:12,  1.12s/it]
 80%|███████▉  | 15865/19900 [8:05:00<1:13:01,  1.09s/it]
 80%|███████▉  | 15866/19900 [8:05:01<1:10:49,  1.05s/it]
 80%|███████▉  | 15867/19900 [8:05:02<1:08:50,  1.02s/it]
 80%|███████▉  | 15868/19900 [8:05:03<1:06:39,  1.01it/s]
 80%|███████▉  | 15869/19900 [8:05:05<1:36:42,  1.44s/it]
 80%|███████▉  | 15870/19900 [8:05:07<1:51:43,  1.66s/it]
 80%|███████▉  | 15871/19900 [8:05:09<2:00:15,  1.79s/it]
 80%|███████▉  | 15872/19900 [8:05:11<2:02:37,  1.83s/it]
 80%|███████▉  | 15873/19900 [8:05:13<2:03:40,  1.84s/it]
 80%|███████▉  | 15874/19900 [8:05:15<2:03:59,  1.85s/it]
 80%|███████▉  | 15875/19900 [8:05:17<2:02:19,  1.82s/it]
 80%|███████▉  | 15876/19900 [8:05:19<2:01:26,  1.81s/it]
 80%|███████▉  | 15877/19900 [8:05:20<1:58:46,  1.77s/it]
 80%|███████▉  | 15878/19900 [8:05:22<1:57:43,  1.76s/it]
 80%|███████▉  | 15879/19900 [8:05:24<1:56:06,  1.73s/it]
 80%|███████▉  | 15880/19900 [8:05:25<1:54:51,  1.71s/it]
 80%|███████▉  | 15881/19900 [8:05:27<1:55:20,  1.72s/it]
 80%|███████▉  | 15882/19900 [8:05:29<1:53:22,  1.69s/it]
 80%|███████▉  | 15883/19900 [8:05:30<1:51:47,  1.67s/it]
 80%|███████▉  | 15884/19900 [8:05:32<1:49:24,  1.63s/it]
 80%|███████▉  | 15885/19900 [8:05:33<1:48:23,  1.62s/it]
 80%|███████▉  | 15886/19900 [8:05:35<1:46:17,  1.59s/it]
 80%|███████▉  | 15887/19900 [8:05:36<1:44:45,  1.57s/it]
 80%|███████▉  | 15888/19900 [8:05:38<1:43:16,  1.54s/it]
 80%|███████▉  | 15889/19900 [8:05:39<1:41:53,  1.52s/it]
 80%|███████▉  | 15890/19900 [8:05:41<1:41:15,  1.52s/it]
 80%|███████▉  | 15891/19900 [8:05:42<1:40:13,  1.50s/it]
 80%|███████▉  | 15892/19900 [8:05:44<1:38:19,  1.47s/it]
 80%|███████▉  | 15893/19900 [8:05:45<1:38:29,  1.47s/it]
 80%|███████▉  | 15894/19900 [8:05:47<1:38:19,  1.47s/it]
 80%|███████▉  | 15895/19900 [8:05:48<1:36:22,  1.44s/it]
 80%|███████▉  | 15896/19900 [8:05:49<1:34:53,  1.42s/it]
 80%|███████▉  | 15897/19900 [8:05:51<1:34:05,  1.41s/it]
 80%|███████▉  | 15898/19900 [8:05:52<1:32:05,  1.38s/it]
 80%|███████▉  | 15899/19900 [8:05:53<1:29:51,  1.35s/it]
 80%|███████▉  | 15900/19900 [8:05:55<1:29:14,  1.34s/it]
                                                         

 80%|███████▉  | 15900/19900 [8:05:55<1:29:14,  1.34s/it]
 80%|███████▉  | 15901/19900 [8:05:56<1:28:59,  1.34s/it]
 80%|███████▉  | 15902/19900 [8:05:57<1:27:18,  1.31s/it]
 80%|███████▉  | 15903/19900 [8:05:59<1:26:21,  1.30s/it]
 80%|███████▉  | 15904/19900 [8:06:00<1:25:54,  1.29s/it]
 80%|███████▉  | 15905/19900 [8:06:01<1:26:12,  1.29s/it]
 80%|███████▉  | 15906/19900 [8:06:02<1:24:15,  1.27s/it]
 80%|███████▉  | 15907/19900 [8:06:04<1:22:11,  1.24s/it]
 80%|███████▉  | 15908/19900 [8:06:05<1:22:18,  1.24s/it]
 80%|███████▉  | 15909/19900 [8:06:06<1:21:04,  1.22s/it]
 80%|███████▉  | 15910/19900 [8:06:07<1:18:06,  1.17s/it]
 80%|███████▉  | 15911/19900 [8:06:08<1:16:12,  1.15s/it]
 80%|███████▉  | 15912/19900 [8:06:09<1:13:43,  1.11s/it]
 80%|███████▉  | 15913/19900 [8:06:10<1:12:03,  1.08s/it]
 80%|███████▉  | 15914/19900 [8:06:11<1:10:47,  1.07s/it]
 80%|███████▉  | 15915/19900 [8:06:12<1:09:02,  1.04s/it]
 80%|███████▉  | 15916/19900 [8:06:13<1:08:15,  1.03s/it]
 80%|███████▉  | 15917/19900 [8:06:14<1:07:30,  1.02s/it]
 80%|███████▉  | 15918/19900 [8:06:16<1:24:05,  1.27s/it]
 80%|███████▉  | 15919/19900 [8:06:17<1:27:47,  1.32s/it]
 80%|████████  | 15920/19900 [8:06:19<1:25:21,  1.29s/it]
 80%|████████  | 15921/19900 [8:06:21<1:55:29,  1.74s/it]
 80%|████████  | 15922/19900 [8:06:24<2:06:13,  1.90s/it]
 80%|████████  | 15923/19900 [8:06:26<2:09:42,  1.96s/it]
 80%|████████  | 15924/19900 [8:06:28<2:09:44,  1.96s/it]
 80%|████████  | 15925/19900 [8:06:30<2:08:16,  1.94s/it]
 80%|████████  | 15926/19900 [8:06:32<2:06:08,  1.90s/it]
 80%|████████  | 15927/19900 [8:06:33<2:03:31,  1.87s/it]
 80%|████████  | 15928/19900 [8:06:35<2:00:24,  1.82s/it]
 80%|████████  | 15929/19900 [8:06:37<1:58:29,  1.79s/it]
 80%|████████  | 15930/19900 [8:06:38<1:55:51,  1.75s/it]
 80%|████████  | 15931/19900 [8:06:40<1:54:05,  1.72s/it]
 80%|████████  | 15932/19900 [8:06:42<1:51:12,  1.68s/it]
 80%|████████  | 15933/19900 [8:06:43<1:50:01,  1.66s/it]
 80%|████████  | 15934/19900 [8:06:45<1:48:51,  1.65s/it]
 80%|████████  | 15935/19900 [8:06:46<1:47:17,  1.62s/it]
 80%|████████  | 15936/19900 [8:06:48<1:45:37,  1.60s/it]
 80%|████████  | 15937/19900 [8:06:49<1:42:53,  1.56s/it]
 80%|████████  | 15938/19900 [8:06:51<1:42:37,  1.55s/it]
 80%|████████  | 15939/19900 [8:06:52<1:41:47,  1.54s/it]
 80%|████████  | 15940/19900 [8:06:54<1:42:05,  1.55s/it]
 80%|████████  | 15941/19900 [8:06:55<1:39:59,  1.52s/it]
 80%|████████  | 15942/19900 [8:06:57<1:38:46,  1.50s/it]
 80%|████████  | 15943/19900 [8:06:58<1:37:18,  1.48s/it]
 80%|████████  | 15944/19900 [8:07:00<1:36:02,  1.46s/it]
 80%|████████  | 15945/19900 [8:07:01<1:35:50,  1.45s/it]
 80%|████████  | 15946/19900 [8:07:03<1:34:41,  1.44s/it]
 80%|████████  | 15947/19900 [8:07:04<1:32:46,  1.41s/it]
 80%|████████  | 15948/19900 [8:07:05<1:31:08,  1.38s/it]
 80%|████████  | 15949/19900 [8:07:07<1:29:27,  1.36s/it]
 80%|████████  | 15950/19900 [8:07:08<1:27:56,  1.34s/it]
 80%|████████  | 15951/19900 [8:07:09<1:26:06,  1.31s/it]
 80%|████████  | 15952/19900 [8:07:10<1:25:19,  1.30s/it]
 80%|████████  | 15953/19900 [8:07:12<1:24:00,  1.28s/it]
 80%|████████  | 15954/19900 [8:07:13<1:23:09,  1.26s/it]
 80%|████████  | 15955/19900 [8:07:14<1:23:11,  1.27s/it]
 80%|████████  | 15956/19900 [8:07:15<1:22:20,  1.25s/it]
 80%|████████  | 15957/19900 [8:07:17<1:21:05,  1.23s/it]
 80%|████████  | 15958/19900 [8:07:18<1:19:27,  1.21s/it]
 80%|████████  | 15959/19900 [8:07:19<1:18:35,  1.20s/it]
 80%|████████  | 15960/19900 [8:07:20<1:16:55,  1.17s/it]
 80%|████████  | 15961/19900 [8:07:21<1:15:45,  1.15s/it]
 80%|████████  | 15962/19900 [8:07:22<1:15:26,  1.15s/it]
 80%|████████  | 15963/19900 [8:07:23<1:13:29,  1.12s/it]
 80%|████████  | 15964/19900 [8:07:24<1:11:38,  1.09s/it]
 80%|████████  | 15965/19900 [8:07:25<1:11:11,  1.09s/it]
 80%|████████  | 15966/19900 [8:07:26<1:10:42,  1.08s/it]
 80%|████████  | 15967/19900 [8:07:27<1:08:40,  1.05s/it]
 80%|████████  | 15968/19900 [8:07:28<1:06:25,  1.01s/it]
 80%|████████  | 15969/19900 [8:07:29<1:03:41,  1.03it/s]
 80%|████████  | 15970/19900 [8:07:32<1:32:29,  1.41s/it]
 80%|████████  | 15971/19900 [8:07:34<1:46:59,  1.63s/it]
 80%|████████  | 15972/19900 [8:07:36<1:54:29,  1.75s/it]
 80%|████████  | 15973/19900 [8:07:38<1:58:30,  1.81s/it]
 80%|████████  | 15974/19900 [8:07:40<2:01:19,  1.85s/it]
 80%|████████  | 15975/19900 [8:07:42<1:59:55,  1.83s/it]
 80%|████████  | 15976/19900 [8:07:43<1:59:12,  1.82s/it]
 80%|████████  | 15977/19900 [8:07:45<1:57:08,  1.79s/it]
 80%|████████  | 15978/19900 [8:07:47<1:55:53,  1.77s/it]
 80%|████████  | 15979/19900 [8:07:48<1:53:26,  1.74s/it]
 80%|████████  | 15980/19900 [8:07:50<1:51:13,  1.70s/it]
 80%|████████  | 15981/19900 [8:07:52<1:48:26,  1.66s/it]
 80%|████████  | 15982/19900 [8:07:53<1:47:00,  1.64s/it]
 80%|████████  | 15983/19900 [8:07:55<1:45:31,  1.62s/it]
 80%|████████  | 15984/19900 [8:07:56<1:44:42,  1.60s/it]
 80%|████████  | 15985/19900 [8:07:58<1:43:39,  1.59s/it]
 80%|████████  | 15986/19900 [8:07:59<1:41:45,  1.56s/it]
 80%|████████  | 15987/19900 [8:08:01<1:41:04,  1.55s/it]
 80%|████████  | 15988/19900 [8:08:02<1:40:57,  1.55s/it]
 80%|████████  | 15989/19900 [8:08:04<1:40:46,  1.55s/it]
 80%|████████  | 15990/19900 [8:08:05<1:39:33,  1.53s/it]
 80%|████████  | 15991/19900 [8:08:07<1:37:55,  1.50s/it]
 80%|████████  | 15992/19900 [8:08:08<1:37:06,  1.49s/it]
 80%|████████  | 15993/19900 [8:08:10<1:37:04,  1.49s/it]
 80%|████████  | 15994/19900 [8:08:11<1:35:49,  1.47s/it]
 80%|████████  | 15995/19900 [8:08:13<1:35:24,  1.47s/it]
 80%|████████  | 15996/19900 [8:08:14<1:32:38,  1.42s/it]
 80%|████████  | 15997/19900 [8:08:15<1:31:20,  1.40s/it]
 80%|████████  | 15998/19900 [8:08:17<1:29:59,  1.38s/it]
 80%|████████  | 15999/19900 [8:08:18<1:29:59,  1.38s/it]
 80%|████████  | 16000/19900 [8:08:19<1:28:33,  1.36s/it]
                                                         

 80%|████████  | 16000/19900 [8:08:19<1:28:33,  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.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.2318875789642334, 'eval_wer': 0.8739012846517917, 'eval_cer': 0.3085406200220561, 'eval_runtime': 127.717, 'eval_samples_per_second': 23.161, 'eval_steps_per_second': 2.897, 'epoch': 77.89}
{'loss': 2.2722, 'learning_rate': 1.8071229050279327e-05, 'epoch': 78.39}
{'loss': 2.1997, 'learning_rate': 1.7652234636871506e-05, 'epoch': 78.89}
{'loss': 2.1979, 'learning_rate': 1.7233240223463686e-05, 'epoch': 79.4}
{'loss': 2.222, 'learning_rate': 1.6814245810055865e-05, 'epoch': 79.9}
{'loss': 2.196, 'learning_rate': 1.639525139664804e-05, 'epoch': 80.4}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.80it/s]

  1%|          | 3/370 [00:00<01:02,  5.85it/s]

  1%|          | 4/370 [00:00<01:14,  4.91it/s]

  1%|▏         | 5/370 [00:00<01:21,  4.48it/s]

  2%|▏         | 6/370 [00:01<01:14,  4.86it/s]

  2%|▏         | 7/370 [00:01<01:24,  4.28it/s]

  2%|▏         | 8/370 [00:01<01:21,  4.46it/s]

  2%|▏         | 9/370 [00:01<01:22,  4.37it/s]

  3%|▎         | 10/370 [00:02<01:21,  4.41it/s]

  3%|▎         | 11/370 [00:02<01:24,  4.25it/s]

  3%|▎         | 12/370 [00:02<01:24,  4.24it/s]

  4%|▎         | 13/370 [00:02<01:24,  4.25it/s]

  4%|▍         | 14/370 [00:03<01:27,  4.05it/s]

  4%|▍         | 15/370 [00:03<01:22,  4.33it/s]

  4%|▍         | 16/370 [00:03<01:24,  4.19it/s]

  5%|▍         | 17/370 [00:03<01:18,  4.49it/s]

  5%|▍         | 18/370 [00:03<01:14,  4.73it/s]

  5%|▌         | 19/370 [00:04<01:18,  4.47it/s]

  5%|▌         | 20/370 [00:04<01:21,  4.29it/s]

  6%|▌         | 21/370 [00:04<01:18,  4.44it/s]

  6%|▌         | 22/370 [00:04<01:13,  4.71it/s]

  6%|▌         | 23/370 [00:05<01:13,  4.75it/s]

  6%|▋         | 24/370 [00:05<01:16,  4.53it/s]

  7%|▋         | 25/370 [00:05<01:17,  4.45it/s]

  7%|▋         | 26/370 [00:05<01:13,  4.67it/s]

  7%|▋         | 27/370 [00:05<01:13,  4.64it/s]

  8%|▊         | 28/370 [00:06<01:15,  4.53it/s]

  8%|▊         | 29/370 [00:06<01:19,  4.29it/s]

  8%|▊         | 30/370 [00:06<01:19,  4.25it/s]

  8%|▊         | 31/370 [00:06<01:18,  4.34it/s]

  9%|▊         | 32/370 [00:07<01:16,  4.42it/s]

  9%|▉         | 33/370 [00:07<01:16,  4.43it/s]

  9%|▉         | 34/370 [00:07<01:15,  4.44it/s]

  9%|▉         | 35/370 [00:07<01:19,  4.20it/s]

 10%|▉         | 36/370 [00:08<01:18,  4.25it/s]

 10%|█         | 37/370 [00:08<01:14,  4.47it/s]

 10%|█         | 38/370 [00:08<01:14,  4.45it/s]

 11%|█         | 39/370 [00:08<01:12,  4.59it/s]

 11%|█         | 40/370 [00:08<01:13,  4.49it/s]

 11%|█         | 41/370 [00:09<01:11,  4.58it/s]

 11%|█▏        | 42/370 [00:09<01:14,  4.37it/s]

 12%|█▏        | 43/370 [00:09<01:18,  4.14it/s]

 12%|█▏        | 44/370 [00:09<01:14,  4.35it/s]

 12%|█▏        | 45/370 [00:10<01:20,  4.03it/s]

 12%|█▏        | 46/370 [00:10<01:17,  4.21it/s]

 13%|█▎        | 47/370 [00:10<01:22,  3.89it/s]

 13%|█▎        | 48/370 [00:10<01:23,  3.84it/s]

 13%|█▎        | 49/370 [00:11<01:17,  4.14it/s]

 14%|█▎        | 50/370 [00:11<01:10,  4.54it/s]

 14%|█▍        | 51/370 [00:11<01:15,  4.23it/s]

 14%|█▍        | 52/370 [00:11<01:09,  4.56it/s]

 14%|█▍        | 53/370 [00:11<01:12,  4.35it/s]

 15%|█▍        | 54/370 [00:12<01:15,  4.20it/s]

 15%|█▍        | 55/370 [00:12<01:16,  4.09it/s]

 15%|█▌        | 56/370 [00:12<01:18,  4.02it/s]

 15%|█▌        | 57/370 [00:12<01:13,  4.25it/s]

 16%|█▌        | 58/370 [00:13<01:16,  4.10it/s]

 16%|█▌        | 59/370 [00:13<01:13,  4.23it/s]

 16%|█▌        | 60/370 [00:13<01:08,  4.51it/s]

 16%|█▋        | 61/370 [00:13<01:07,  4.58it/s]

 17%|█▋        | 62/370 [00:14<01:08,  4.52it/s]

 17%|█▋        | 63/370 [00:14<01:03,  4.82it/s]

 17%|█▋        | 64/370 [00:14<01:02,  4.87it/s]

 18%|█▊        | 65/370 [00:14<01:08,  4.42it/s]

 18%|█▊        | 66/370 [00:14<01:06,  4.58it/s]

 18%|█▊        | 67/370 [00:15<01:08,  4.43it/s]

 18%|█▊        | 68/370 [00:15<01:12,  4.19it/s]

 19%|█▊        | 69/370 [00:15<01:06,  4.52it/s]

 19%|█▉        | 70/370 [00:15<01:08,  4.41it/s]

 19%|█▉        | 71/370 [00:16<01:10,  4.26it/s]

 19%|█▉        | 72/370 [00:16<01:05,  4.54it/s]

 20%|█▉        | 73/370 [00:16<01:05,  4.51it/s]

 20%|██        | 74/370 [00:16<01:08,  4.34it/s]

 20%|██        | 75/370 [00:17<01:09,  4.23it/s]

 21%|██        | 76/370 [00:17<01:05,  4.50it/s]

 21%|██        | 77/370 [00:17<01:02,  4.65it/s]

 21%|██        | 78/370 [00:17<01:04,  4.50it/s]

 21%|██▏       | 79/370 [00:17<01:04,  4.51it/s]

 22%|██▏       | 80/370 [00:18<01:04,  4.50it/s]

 22%|██▏       | 81/370 [00:18<01:03,  4.58it/s]

 22%|██▏       | 82/370 [00:18<01:07,  4.24it/s]

 22%|██▏       | 83/370 [00:18<01:07,  4.25it/s]

 23%|██▎       | 84/370 [00:19<01:07,  4.23it/s]

 23%|██▎       | 85/370 [00:19<01:04,  4.45it/s]

 23%|██▎       | 86/370 [00:19<01:03,  4.48it/s]

 24%|██▎       | 87/370 [00:19<01:03,  4.48it/s]

 24%|██▍       | 88/370 [00:19<01:07,  4.15it/s]

 24%|██▍       | 89/370 [00:20<01:14,  3.76it/s]

 24%|██▍       | 90/370 [00:20<01:11,  3.90it/s]

 25%|██▍       | 91/370 [00:20<01:08,  4.05it/s]

 25%|██▍       | 92/370 [00:21<01:13,  3.77it/s]

 25%|██▌       | 93/370 [00:21<01:15,  3.69it/s]

 25%|██▌       | 94/370 [00:21<01:14,  3.73it/s]

 26%|██▌       | 95/370 [00:21<01:16,  3.62it/s]

 26%|██▌       | 96/370 [00:22<01:16,  3.56it/s]

 26%|██▌       | 97/370 [00:22<01:13,  3.72it/s]

 26%|██▋       | 98/370 [00:22<01:10,  3.84it/s]

 27%|██▋       | 99/370 [00:22<01:08,  3.98it/s]

 27%|██▋       | 100/370 [00:23<01:05,  4.12it/s]

 27%|██▋       | 101/370 [00:23<01:04,  4.19it/s]

 28%|██▊       | 102/370 [00:23<01:04,  4.14it/s]

 28%|██▊       | 103/370 [00:23<01:00,  4.38it/s]

 28%|██▊       | 104/370 [00:24<01:06,  4.03it/s]

 28%|██▊       | 105/370 [00:24<01:04,  4.13it/s]

 29%|██▊       | 106/370 [00:24<01:08,  3.88it/s]

 29%|██▉       | 107/370 [00:24<01:04,  4.05it/s]

 29%|██▉       | 108/370 [00:25<01:01,  4.24it/s]

 29%|██▉       | 109/370 [00:25<01:02,  4.15it/s]

 30%|██▉       | 110/370 [00:25<00:59,  4.36it/s]

 30%|███       | 111/370 [00:25<01:01,  4.21it/s]

 30%|███       | 112/370 [00:26<01:01,  4.20it/s]

 31%|███       | 113/370 [00:26<01:00,  4.28it/s]

 31%|███       | 114/370 [00:26<00:58,  4.40it/s]

 31%|███       | 115/370 [00:26<01:00,  4.20it/s]

 31%|███▏      | 116/370 [00:26<01:02,  4.04it/s]

 32%|███▏      | 117/370 [00:27<01:06,  3.81it/s]

 32%|███▏      | 118/370 [00:27<01:04,  3.89it/s]

 32%|███▏      | 119/370 [00:27<01:02,  4.01it/s]

 32%|███▏      | 120/370 [00:27<00:59,  4.19it/s]

 33%|███▎      | 121/370 [00:28<01:01,  4.08it/s]

 33%|███▎      | 122/370 [00:28<00:59,  4.17it/s]

 33%|███▎      | 123/370 [00:28<00:56,  4.40it/s]

 34%|███▎      | 124/370 [00:28<00:51,  4.79it/s]

 34%|███▍      | 125/370 [00:29<00:54,  4.53it/s]

 34%|███▍      | 126/370 [00:29<00:53,  4.52it/s]

 34%|███▍      | 127/370 [00:29<00:55,  4.34it/s]

 35%|███▍      | 128/370 [00:29<00:57,  4.24it/s]

 35%|███▍      | 129/370 [00:30<01:01,  3.93it/s]

 35%|███▌      | 130/370 [00:30<01:01,  3.90it/s]

 35%|███▌      | 131/370 [00:30<01:04,  3.70it/s]

 36%|███▌      | 132/370 [00:30<00:59,  4.02it/s]

 36%|███▌      | 133/370 [00:31<00:58,  4.03it/s]

 36%|███▌      | 134/370 [00:31<00:59,  3.99it/s]

 36%|███▋      | 135/370 [00:31<01:03,  3.71it/s]

 37%|███▋      | 136/370 [00:31<01:01,  3.80it/s]

 37%|███▋      | 137/370 [00:32<01:00,  3.82it/s]

 37%|███▋      | 138/370 [00:32<01:00,  3.84it/s]

 38%|███▊      | 139/370 [00:32<00:57,  4.04it/s]

 38%|███▊      | 140/370 [00:32<00:53,  4.27it/s]

 38%|███▊      | 141/370 [00:33<01:00,  3.80it/s]

 38%|███▊      | 142/370 [00:33<01:00,  3.77it/s]

 39%|███▊      | 143/370 [00:33<00:57,  3.93it/s]

 39%|███▉      | 144/370 [00:33<00:58,  3.89it/s]

 39%|███▉      | 145/370 [00:34<01:03,  3.53it/s]

 39%|███▉      | 146/370 [00:34<00:59,  3.76it/s]

 40%|███▉      | 147/370 [00:34<00:57,  3.89it/s]

 40%|████      | 148/370 [00:35<00:58,  3.82it/s]

 40%|████      | 149/370 [00:35<00:55,  4.00it/s]

 41%|████      | 150/370 [00:35<00:50,  4.33it/s]

 41%|████      | 151/370 [00:35<00:48,  4.53it/s]

 41%|████      | 152/370 [00:35<00:48,  4.47it/s]

 41%|████▏     | 153/370 [00:36<00:49,  4.40it/s]

 42%|████▏     | 154/370 [00:36<00:49,  4.33it/s]

 42%|████▏     | 155/370 [00:36<00:48,  4.44it/s]

 42%|████▏     | 156/370 [00:36<00:50,  4.26it/s]

 42%|████▏     | 157/370 [00:37<00:51,  4.16it/s]

 43%|████▎     | 158/370 [00:37<00:53,  3.93it/s]

 43%|████▎     | 159/370 [00:37<00:50,  4.18it/s]

 43%|████▎     | 160/370 [00:37<00:51,  4.08it/s]

 44%|████▎     | 161/370 [00:38<00:51,  4.04it/s]

 44%|████▍     | 162/370 [00:38<00:53,  3.91it/s]

 44%|████▍     | 163/370 [00:38<00:51,  4.04it/s]

 44%|████▍     | 164/370 [00:38<00:51,  4.01it/s]

 45%|████▍     | 165/370 [00:39<00:54,  3.79it/s]

 45%|████▍     | 166/370 [00:39<00:54,  3.72it/s]

 45%|████▌     | 167/370 [00:39<00:54,  3.75it/s]

 45%|████▌     | 168/370 [00:39<00:51,  3.94it/s]

 46%|████▌     | 169/370 [00:40<00:48,  4.11it/s]

 46%|████▌     | 170/370 [00:40<00:48,  4.10it/s]

 46%|████▌     | 171/370 [00:40<00:54,  3.67it/s]

 46%|████▋     | 172/370 [00:40<00:48,  4.07it/s]

 47%|████▋     | 173/370 [00:41<00:43,  4.53it/s]

 47%|████▋     | 174/370 [00:41<00:45,  4.32it/s]

 47%|████▋     | 175/370 [00:41<00:44,  4.41it/s]

 48%|████▊     | 176/370 [00:41<00:43,  4.47it/s]

 48%|████▊     | 177/370 [00:42<00:47,  4.10it/s]

 48%|████▊     | 178/370 [00:42<00:44,  4.32it/s]

 48%|████▊     | 179/370 [00:42<00:44,  4.28it/s]

 49%|████▊     | 180/370 [00:42<00:40,  4.65it/s]

 49%|████▉     | 181/370 [00:42<00:40,  4.62it/s]

 49%|████▉     | 182/370 [00:43<00:42,  4.46it/s]

 49%|████▉     | 183/370 [00:43<00:44,  4.19it/s]

 50%|████▉     | 184/370 [00:43<00:44,  4.19it/s]

 50%|█████     | 185/370 [00:43<00:42,  4.37it/s]

 50%|█████     | 186/370 [00:44<00:42,  4.29it/s]

 51%|█████     | 187/370 [00:44<00:43,  4.17it/s]

 51%|█████     | 188/370 [00:44<00:44,  4.10it/s]

 51%|█████     | 189/370 [00:44<00:45,  3.96it/s]

 51%|█████▏    | 190/370 [00:45<00:45,  3.97it/s]

 52%|█████▏    | 191/370 [00:45<00:42,  4.17it/s]

 52%|█████▏    | 192/370 [00:45<00:45,  3.92it/s]

 52%|█████▏    | 193/370 [00:45<00:46,  3.79it/s]

 52%|█████▏    | 194/370 [00:46<00:41,  4.25it/s]

 53%|█████▎    | 195/370 [00:46<00:42,  4.15it/s]

 53%|█████▎    | 196/370 [00:46<00:41,  4.20it/s]

 53%|█████▎    | 197/370 [00:46<00:42,  4.09it/s]

 54%|█████▎    | 198/370 [00:47<00:43,  3.95it/s]

 54%|█████▍    | 199/370 [00:47<00:42,  4.02it/s]

 54%|█████▍    | 200/370 [00:47<00:43,  3.87it/s]

 54%|█████▍    | 201/370 [00:47<00:49,  3.43it/s]

 55%|█████▍    | 202/370 [00:48<00:45,  3.67it/s]

 55%|█████▍    | 203/370 [00:48<00:42,  3.90it/s]

 55%|█████▌    | 204/370 [00:48<00:44,  3.72it/s]

 55%|█████▌    | 205/370 [00:48<00:41,  3.95it/s]

 56%|█████▌    | 206/370 [00:49<00:42,  3.87it/s]

 56%|█████▌    | 207/370 [00:49<00:41,  3.89it/s]

 56%|█████▌    | 208/370 [00:49<00:43,  3.74it/s]

 56%|█████▋    | 209/370 [00:49<00:41,  3.86it/s]

 57%|█████▋    | 210/370 [00:50<00:43,  3.69it/s]

 57%|█████▋    | 211/370 [00:50<00:44,  3.58it/s]

 57%|█████▋    | 212/370 [00:50<00:42,  3.69it/s]

 58%|█████▊    | 213/370 [00:51<00:43,  3.64it/s]

 58%|█████▊    | 214/370 [00:51<00:40,  3.88it/s]

 58%|█████▊    | 215/370 [00:51<00:43,  3.56it/s]

 58%|█████▊    | 216/370 [00:51<00:41,  3.76it/s]

 59%|█████▊    | 217/370 [00:52<00:39,  3.89it/s]

 59%|█████▉    | 218/370 [00:52<00:36,  4.12it/s]

 59%|█████▉    | 219/370 [00:52<00:37,  3.99it/s]

 59%|█████▉    | 220/370 [00:52<00:37,  4.02it/s]

 60%|█████▉    | 221/370 [00:53<00:38,  3.89it/s]

 60%|██████    | 222/370 [00:53<00:36,  4.03it/s]

 60%|██████    | 223/370 [00:53<00:38,  3.85it/s]

 61%|██████    | 224/370 [00:53<00:40,  3.59it/s]

 61%|██████    | 225/370 [00:54<00:43,  3.32it/s]

 61%|██████    | 226/370 [00:54<00:42,  3.42it/s]

 61%|██████▏   | 227/370 [00:54<00:41,  3.41it/s]

 62%|██████▏   | 228/370 [00:55<00:41,  3.43it/s]

 62%|██████▏   | 229/370 [00:55<00:41,  3.43it/s]

 62%|██████▏   | 230/370 [00:55<00:40,  3.45it/s]

 62%|██████▏   | 231/370 [00:55<00:38,  3.57it/s]

 63%|██████▎   | 232/370 [00:56<00:40,  3.43it/s]

 63%|██████▎   | 233/370 [00:56<00:41,  3.31it/s]

 63%|██████▎   | 234/370 [00:56<00:40,  3.36it/s]

 64%|██████▎   | 235/370 [00:57<00:38,  3.52it/s]

 64%|██████▍   | 236/370 [00:57<00:36,  3.70it/s]

 64%|██████▍   | 237/370 [00:57<00:36,  3.64it/s]

 64%|██████▍   | 238/370 [00:57<00:35,  3.70it/s]

 65%|██████▍   | 239/370 [00:58<00:35,  3.65it/s]

 65%|██████▍   | 240/370 [00:58<00:37,  3.51it/s]

 65%|██████▌   | 241/370 [00:58<00:36,  3.51it/s]

 65%|██████▌   | 242/370 [00:59<00:35,  3.63it/s]

 66%|██████▌   | 243/370 [00:59<00:38,  3.33it/s]

 66%|██████▌   | 244/370 [00:59<00:40,  3.14it/s]

 66%|██████▌   | 245/370 [01:00<00:37,  3.31it/s]

 66%|██████▋   | 246/370 [01:00<00:35,  3.45it/s]

 67%|██████▋   | 247/370 [01:00<00:32,  3.79it/s]

 67%|██████▋   | 248/370 [01:00<00:30,  3.98it/s]

 67%|██████▋   | 249/370 [01:01<00:32,  3.69it/s]

 68%|██████▊   | 250/370 [01:01<00:33,  3.64it/s]

 68%|██████▊   | 251/370 [01:01<00:32,  3.71it/s]

 68%|██████▊   | 252/370 [01:01<00:34,  3.39it/s]

 68%|██████▊   | 253/370 [01:02<00:33,  3.46it/s]

 69%|██████▊   | 254/370 [01:02<00:33,  3.44it/s]

 69%|██████▉   | 255/370 [01:02<00:33,  3.44it/s]

 69%|██████▉   | 256/370 [01:03<00:34,  3.28it/s]

 69%|██████▉   | 257/370 [01:03<00:34,  3.24it/s]

 70%|██████▉   | 258/370 [01:03<00:33,  3.31it/s]

 70%|███████   | 259/370 [01:04<00:33,  3.30it/s]

 70%|███████   | 260/370 [01:04<00:31,  3.53it/s]

 71%|███████   | 261/370 [01:04<00:31,  3.47it/s]

 71%|███████   | 262/370 [01:04<00:31,  3.41it/s]

 71%|███████   | 263/370 [01:05<00:32,  3.30it/s]

 71%|███████▏  | 264/370 [01:05<00:33,  3.20it/s]

 72%|███████▏  | 265/370 [01:05<00:31,  3.31it/s]

 72%|███████▏  | 266/370 [01:06<00:31,  3.28it/s]

 72%|███████▏  | 267/370 [01:06<00:32,  3.21it/s]

 72%|███████▏  | 268/370 [01:06<00:31,  3.25it/s]

 73%|███████▎  | 269/370 [01:07<00:31,  3.17it/s]

 73%|███████▎  | 270/370 [01:07<00:31,  3.16it/s]

 73%|███████▎  | 271/370 [01:07<00:31,  3.12it/s]

 74%|███████▎  | 272/370 [01:08<00:30,  3.18it/s]

 74%|███████▍  | 273/370 [01:08<00:30,  3.20it/s]

 74%|███████▍  | 274/370 [01:08<00:29,  3.30it/s]

 74%|███████▍  | 275/370 [01:09<00:29,  3.19it/s]

 75%|███████▍  | 276/370 [01:09<00:28,  3.27it/s]

 75%|███████▍  | 277/370 [01:09<00:29,  3.20it/s]

 75%|███████▌  | 278/370 [01:09<00:29,  3.11it/s]

 75%|███████▌  | 279/370 [01:10<00:29,  3.12it/s]

 76%|███████▌  | 280/370 [01:10<00:28,  3.12it/s]

 76%|███████▌  | 281/370 [01:10<00:27,  3.18it/s]

 76%|███████▌  | 282/370 [01:11<00:27,  3.26it/s]

 76%|███████▋  | 283/370 [01:11<00:26,  3.28it/s]

 77%|███████▋  | 284/370 [01:11<00:28,  3.03it/s]

 77%|███████▋  | 285/370 [01:12<00:28,  2.94it/s]

 77%|███████▋  | 286/370 [01:12<00:28,  2.91it/s]

 78%|███████▊  | 287/370 [01:12<00:27,  3.03it/s]

 78%|███████▊  | 288/370 [01:13<00:26,  3.14it/s]

 78%|███████▊  | 289/370 [01:13<00:24,  3.36it/s]

 78%|███████▊  | 290/370 [01:13<00:24,  3.26it/s]

 79%|███████▊  | 291/370 [01:14<00:25,  3.15it/s]

 79%|███████▉  | 292/370 [01:14<00:23,  3.28it/s]

 79%|███████▉  | 293/370 [01:14<00:23,  3.23it/s]

 79%|███████▉  | 294/370 [01:14<00:22,  3.35it/s]

 80%|███████▉  | 295/370 [01:15<00:21,  3.46it/s]

 80%|████████  | 296/370 [01:15<00:21,  3.50it/s]

 80%|████████  | 297/370 [01:15<00:21,  3.36it/s]

 81%|████████  | 298/370 [01:16<00:22,  3.19it/s]

 81%|████████  | 299/370 [01:16<00:21,  3.26it/s]

 81%|████████  | 300/370 [01:16<00:21,  3.28it/s]

 81%|████████▏ | 301/370 [01:17<00:21,  3.18it/s]

 82%|████████▏ | 302/370 [01:17<00:20,  3.33it/s]

 82%|████████▏ | 303/370 [01:17<00:20,  3.29it/s]

 82%|████████▏ | 304/370 [01:18<00:19,  3.30it/s]

 82%|████████▏ | 305/370 [01:18<00:20,  3.21it/s]

 83%|████████▎ | 306/370 [01:18<00:19,  3.22it/s]

 83%|████████▎ | 307/370 [01:18<00:19,  3.31it/s]

 83%|████████▎ | 308/370 [01:19<00:18,  3.37it/s]

 84%|████████▎ | 309/370 [01:19<00:18,  3.34it/s]

 84%|████████▍ | 310/370 [01:19<00:19,  3.14it/s]

 84%|████████▍ | 311/370 [01:20<00:18,  3.16it/s]

 84%|████████▍ | 312/370 [01:20<00:18,  3.18it/s]

 85%|████████▍ | 313/370 [01:20<00:18,  3.15it/s]

 85%|████████▍ | 314/370 [01:21<00:16,  3.33it/s]

 85%|████████▌ | 315/370 [01:21<00:16,  3.43it/s]

 85%|████████▌ | 316/370 [01:21<00:15,  3.39it/s]

 86%|████████▌ | 317/370 [01:22<00:16,  3.17it/s]

 86%|████████▌ | 318/370 [01:22<00:16,  3.12it/s]

 86%|████████▌ | 319/370 [01:22<00:16,  3.18it/s]

 86%|████████▋ | 320/370 [01:22<00:15,  3.28it/s]

 87%|████████▋ | 321/370 [01:23<00:14,  3.30it/s]

 87%|████████▋ | 322/370 [01:23<00:13,  3.43it/s]

 87%|████████▋ | 323/370 [01:23<00:14,  3.31it/s]

 88%|████████▊ | 324/370 [01:24<00:13,  3.43it/s]

 88%|████████▊ | 325/370 [01:24<00:13,  3.44it/s]

 88%|████████▊ | 326/370 [01:24<00:14,  3.10it/s]

 88%|████████▊ | 327/370 [01:25<00:13,  3.15it/s]

 89%|████████▊ | 328/370 [01:25<00:12,  3.41it/s]

 89%|████████▉ | 329/370 [01:25<00:11,  3.49it/s]

 89%|████████▉ | 330/370 [01:25<00:12,  3.29it/s]

 89%|████████▉ | 331/370 [01:26<00:12,  3.12it/s]

 90%|████████▉ | 332/370 [01:26<00:11,  3.21it/s]

 90%|█████████ | 333/370 [01:26<00:11,  3.34it/s]

 90%|█████████ | 334/370 [01:27<00:11,  3.10it/s]

 91%|█████████ | 335/370 [01:27<00:10,  3.29it/s]

 91%|█████████ | 336/370 [01:27<00:10,  3.40it/s]

 91%|█████████ | 337/370 [01:28<00:10,  3.25it/s]

 91%|█████████▏| 338/370 [01:28<00:09,  3.22it/s]

 92%|█████████▏| 339/370 [01:28<00:09,  3.30it/s]

 92%|█████████▏| 340/370 [01:29<00:09,  3.24it/s]

 92%|█████████▏| 341/370 [01:29<00:08,  3.35it/s]

 92%|█████████▏| 342/370 [01:29<00:08,  3.43it/s]

 93%|█████████▎| 343/370 [01:29<00:07,  3.59it/s]

 93%|█████████▎| 344/370 [01:30<00:07,  3.35it/s]

 93%|█████████▎| 345/370 [01:30<00:08,  3.12it/s]

 94%|█████████▎| 346/370 [01:30<00:07,  3.06it/s]

 94%|█████████▍| 347/370 [01:31<00:07,  3.09it/s]

 94%|█████████▍| 348/370 [01:31<00:06,  3.28it/s]

 94%|█████████▍| 349/370 [01:31<00:06,  3.23it/s]

 95%|█████████▍| 350/370 [01:32<00:05,  3.35it/s]

 95%|█████████▍| 351/370 [01:32<00:05,  3.23it/s]

 95%|█████████▌| 352/370 [01:32<00:05,  3.10it/s]

 95%|█████████▌| 353/370 [01:33<00:05,  3.19it/s]

 96%|█████████▌| 354/370 [01:33<00:05,  3.16it/s]

 96%|█████████▌| 355/370 [01:33<00:04,  3.34it/s]

 96%|█████████▌| 356/370 [01:33<00:04,  3.48it/s]

 96%|█████████▋| 357/370 [01:34<00:03,  3.61it/s]

 97%|█████████▋| 358/370 [01:34<00:03,  3.87it/s]

 97%|█████████▋| 359/370 [01:34<00:02,  3.89it/s]

 97%|█████████▋| 360/370 [01:34<00:02,  3.55it/s]

 98%|█████████▊| 361/370 [01:35<00:02,  3.64it/s]

 98%|█████████▊| 362/370 [01:35<00:02,  3.71it/s]

 98%|█████████▊| 363/370 [01:35<00:01,  3.83it/s]

 98%|█████████▊| 364/370 [01:36<00:01,  3.61it/s]

 99%|█████████▊| 365/370 [01:36<00:01,  3.80it/s]

 99%|█████████▉| 366/370 [01:36<00:01,  3.74it/s]

 99%|█████████▉| 367/370 [01:36<00:00,  3.64it/s]

 99%|█████████▉| 368/370 [01:37<00:00,  3.58it/s]

100%|█████████▉| 369/370 [01:37<00:00,  3.63it/s]

100%|██████████| 370/370 [01:37<00:00,  3.58it/s]
                                                         

                                                 

 80%|████████  | 16000/19900 [8:10:24<1:28:33,  1.36s/it]

100%|██████████| 370/370 [02:04<00:00,  3.58it/s]

                                                 Saving model checkpoint to ./checkpoint-16000
Configuration saved in ./checkpoint-16000/config.json
Model weights saved in ./checkpoint-16000/pytorch_model.bin
Configuration saved in ./checkpoint-16000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-14500] due to args.save_total_limit

 80%|████████  | 16001/19900 [8:11:46<68:03:28, 62.84s/it]
 80%|████████  | 16002/19900 [8:11:47<48:02:40, 44.37s/it]
 80%|████████  | 16003/19900 [8:11:48<34:02:40, 31.45s/it]
 80%|████████  | 16004/19900 [8:11:50<24:14:19, 22.40s/it]
 80%|████████  | 16005/19900 [8:11:51<17:22:28, 16.06s/it]
 80%|████████  | 16006/19900 [8:11:52<12:33:13, 11.61s/it]
 80%|████████  | 16007/19900 [8:11:53<9:09:55,  8.48s/it] 
 80%|████████  | 16008/19900 [8:11:54<6:47:56,  6.29s/it]
 80%|████████  | 16009/19900 [8:11:56<5:10:47,  4.79s/it]
 80%|████████  | 16010/19900 [8:11:57<3:59:29,  3.69s/it]
 80%|████████  | 16011/19900 [8:11:58<3:09:17,  2.92s/it]
 80%|████████  | 16012/19900 [8:11:59<2:33:17,  2.37s/it]
 80%|████████  | 16013/19900 [8:12:00<2:08:32,  1.98s/it]
 80%|████████  | 16014/19900 [8:12:01<1:50:04,  1.70s/it]
 80%|████████  | 16015/19900 [8:12:02<1:36:41,  1.49s/it]
 80%|████████  | 16016/19900 [8:12:03<1:24:32,  1.31s/it]
 80%|████████  | 16017/19900 [8:12:04<1:15:40,  1.17s/it]
 80%|████████  | 16018/19900 [8:12:05<1:10:04,  1.08s/it]
 80%|████████  | 16019/19900 [8:12:07<1:36:47,  1.50s/it]
 81%|████████  | 16020/19900 [8:12:09<1:48:54,  1.68s/it]
 81%|████████  | 16021/19900 [8:12:11<1:54:21,  1.77s/it]
 81%|████████  | 16022/19900 [8:12:13<1:58:15,  1.83s/it]
 81%|████████  | 16023/19900 [8:12:15<1:59:29,  1.85s/it]
 81%|████████  | 16024/19900 [8:12:17<1:58:55,  1.84s/it]
 81%|████████  | 16025/19900 [8:12:19<1:58:31,  1.84s/it]
 81%|████████  | 16026/19900 [8:12:21<1:57:11,  1.81s/it]
 81%|████████  | 16027/19900 [8:12:22<1:55:37,  1.79s/it]
 81%|████████  | 16028/19900 [8:12:24<1:56:33,  1.81s/it]
 81%|████████  | 16029/19900 [8:12:26<1:59:59,  1.86s/it]
 81%|████████  | 16030/19900 [8:12:28<1:54:39,  1.78s/it]
 81%|████████  | 16031/19900 [8:12:29<1:50:58,  1.72s/it]
 81%|████████  | 16032/19900 [8:12:31<1:48:10,  1.68s/it]
 81%|████████  | 16033/19900 [8:12:33<1:47:18,  1.67s/it]
 81%|████████  | 16034/19900 [8:12:34<1:44:10,  1.62s/it]
 81%|████████  | 16035/19900 [8:12:36<1:41:39,  1.58s/it]
 81%|████████  | 16036/19900 [8:12:37<1:39:50,  1.55s/it]
 81%|████████  | 16037/19900 [8:12:39<1:39:18,  1.54s/it]
 81%|████████  | 16038/19900 [8:12:40<1:38:08,  1.52s/it]
 81%|████████  | 16039/19900 [8:12:42<1:37:48,  1.52s/it]
 81%|████████  | 16040/19900 [8:12:43<1:37:37,  1.52s/it]
 81%|████████  | 16041/19900 [8:12:44<1:34:06,  1.46s/it]
 81%|████████  | 16042/19900 [8:12:46<1:31:19,  1.42s/it]
 81%|████████  | 16043/19900 [8:12:47<1:31:13,  1.42s/it]
 81%|████████  | 16044/19900 [8:12:49<1:31:28,  1.42s/it]
 81%|████████  | 16045/19900 [8:12:50<1:30:45,  1.41s/it]
 81%|████████  | 16046/19900 [8:12:51<1:29:15,  1.39s/it]
 81%|████████  | 16047/19900 [8:12:53<1:27:46,  1.37s/it]
 81%|████████  | 16048/19900 [8:12:54<1:27:49,  1.37s/it]
 81%|████████  | 16049/19900 [8:12:55<1:27:48,  1.37s/it]
 81%|████████  | 16050/19900 [8:12:57<1:25:29,  1.33s/it]
 81%|████████  | 16051/19900 [8:12:58<1:25:51,  1.34s/it]
 81%|████████  | 16052/19900 [8:12:59<1:26:45,  1.35s/it]
 81%|████████  | 16053/19900 [8:13:01<1:25:33,  1.33s/it]
 81%|████████  | 16054/19900 [8:13:02<1:22:54,  1.29s/it]
 81%|████████  | 16055/19900 [8:13:03<1:22:52,  1.29s/it]
 81%|████████  | 16056/19900 [8:13:04<1:21:14,  1.27s/it]
 81%|████████  | 16057/19900 [8:13:06<1:19:24,  1.24s/it]
 81%|████████  | 16058/19900 [8:13:07<1:19:31,  1.24s/it]
 81%|████████  | 16059/19900 [8:13:08<1:19:00,  1.23s/it]
 81%|████████  | 16060/19900 [8:13:09<1:17:37,  1.21s/it]
 81%|████████  | 16061/19900 [8:13:10<1:15:24,  1.18s/it]
 81%|████████  | 16062/19900 [8:13:11<1:13:49,  1.15s/it]
 81%|████████  | 16063/19900 [8:13:12<1:13:16,  1.15s/it]
 81%|████████  | 16064/19900 [8:13:14<1:12:18,  1.13s/it]
 81%|████████  | 16065/19900 [8:13:15<1:09:25,  1.09s/it]
 81%|████████  | 16066/19900 [8:13:16<1:08:39,  1.07s/it]
 81%|████████  | 16067/19900 [8:13:16<1:05:02,  1.02s/it]
 81%|████████  | 16068/19900 [8:13:19<1:29:52,  1.41s/it]
 81%|████████  | 16069/19900 [8:13:21<1:42:38,  1.61s/it]
 81%|████████  | 16070/19900 [8:13:23<1:48:41,  1.70s/it]
 81%|████████  | 16071/19900 [8:13:25<1:54:01,  1.79s/it]
 81%|████████  | 16072/19900 [8:13:27<1:56:40,  1.83s/it]
 81%|████████  | 16073/19900 [8:13:29<1:57:36,  1.84s/it]
 81%|████████  | 16074/19900 [8:13:30<1:56:26,  1.83s/it]
 81%|████████  | 16075/19900 [8:13:32<1:54:44,  1.80s/it]
 81%|████████  | 16076/19900 [8:13:34<1:55:09,  1.81s/it]
 81%|████████  | 16077/19900 [8:13:36<1:51:46,  1.75s/it]
 81%|████████  | 16078/19900 [8:13:37<1:49:15,  1.72s/it]
 81%|████████  | 16079/19900 [8:13:39<1:48:48,  1.71s/it]
 81%|████████  | 16080/19900 [8:13:40<1:45:58,  1.66s/it]
 81%|████████  | 16081/19900 [8:13:42<1:43:13,  1.62s/it]
 81%|████████  | 16082/19900 [8:13:44<1:42:21,  1.61s/it]
 81%|████████  | 16083/19900 [8:13:45<1:41:00,  1.59s/it]
 81%|████████  | 16084/19900 [8:13:47<1:39:37,  1.57s/it]
 81%|████████  | 16085/19900 [8:13:48<1:38:47,  1.55s/it]
 81%|████████  | 16086/19900 [8:13:50<1:37:57,  1.54s/it]
 81%|████████  | 16087/19900 [8:13:51<1:36:45,  1.52s/it]
 81%|████████  | 16088/19900 [8:13:53<1:35:30,  1.50s/it]
 81%|████████  | 16089/19900 [8:13:54<1:33:54,  1.48s/it]
 81%|████████  | 16090/19900 [8:13:55<1:32:23,  1.46s/it]
 81%|████████  | 16091/19900 [8:13:57<1:33:04,  1.47s/it]
 81%|████████  | 16092/19900 [8:13:58<1:32:38,  1.46s/it]
 81%|████████  | 16093/19900 [8:14:00<1:31:18,  1.44s/it]
 81%|████████  | 16094/19900 [8:14:01<1:30:59,  1.43s/it]
 81%|████████  | 16095/19900 [8:14:02<1:28:25,  1.39s/it]
 81%|████████  | 16096/19900 [8:14:04<1:26:33,  1.37s/it]
 81%|████████  | 16097/19900 [8:14:05<1:26:20,  1.36s/it]
 81%|████████  | 16098/19900 [8:14:06<1:25:27,  1.35s/it]
 81%|████████  | 16099/19900 [8:14:08<1:24:26,  1.33s/it]
 81%|████████  | 16100/19900 [8:14:09<1:22:52,  1.31s/it]
                                                         

 81%|████████  | 16100/19900 [8:14:09<1:22:52,  1.31s/it]
 81%|████████  | 16101/19900 [8:14:10<1:22:01,  1.30s/it]
 81%|████████  | 16102/19900 [8:14:12<1:21:23,  1.29s/it]
 81%|████████  | 16103/19900 [8:14:13<1:21:28,  1.29s/it]
 81%|████████  | 16104/19900 [8:14:14<1:21:30,  1.29s/it]
 81%|████████  | 16105/19900 [8:14:15<1:22:17,  1.30s/it]
 81%|████████  | 16106/19900 [8:14:17<1:21:37,  1.29s/it]
 81%|████████  | 16107/19900 [8:14:18<1:19:20,  1.26s/it]
 81%|████████  | 16108/19900 [8:14:19<1:16:55,  1.22s/it]
 81%|████████  | 16109/19900 [8:14:20<1:15:10,  1.19s/it]
 81%|████████  | 16110/19900 [8:14:21<1:13:32,  1.16s/it]
 81%|████████  | 16111/19900 [8:14:22<1:13:23,  1.16s/it]
 81%|████████  | 16112/19900 [8:14:23<1:11:53,  1.14s/it]
 81%|████████  | 16113/19900 [8:14:24<1:08:59,  1.09s/it]
 81%|████████  | 16114/19900 [8:14:25<1:08:08,  1.08s/it]
 81%|████████  | 16115/19900 [8:14:26<1:06:08,  1.05s/it]
 81%|████████  | 16116/19900 [8:14:27<1:03:56,  1.01s/it]
 81%|████████  | 16117/19900 [8:14:29<1:20:01,  1.27s/it]
 81%|████████  | 16118/19900 [8:14:31<1:22:57,  1.32s/it]
 81%|████████  | 16119/19900 [8:14:32<1:21:21,  1.29s/it]
 81%|████████  | 16120/19900 [8:14:35<1:52:42,  1.79s/it]
 81%|████████  | 16121/19900 [8:14:37<1:59:40,  1.90s/it]
 81%|████████  | 16122/19900 [8:14:39<2:02:07,  1.94s/it]
 81%|████████  | 16123/19900 [8:14:41<2:01:54,  1.94s/it]
 81%|████████  | 16124/19900 [8:14:43<2:01:38,  1.93s/it]
 81%|████████  | 16125/19900 [8:14:45<1:58:36,  1.89s/it]
 81%|████████  | 16126/19900 [8:14:47<1:57:38,  1.87s/it]
 81%|████████  | 16127/19900 [8:14:48<1:54:43,  1.82s/it]
 81%|████████  | 16128/19900 [8:14:50<1:52:27,  1.79s/it]
 81%|████████  | 16129/19900 [8:14:52<1:52:51,  1.80s/it]
 81%|████████  | 16130/19900 [8:14:53<1:49:27,  1.74s/it]
 81%|████████  | 16131/19900 [8:14:55<1:48:13,  1.72s/it]
 81%|████████  | 16132/19900 [8:14:57<1:45:45,  1.68s/it]
 81%|████████  | 16133/19900 [8:14:58<1:45:17,  1.68s/it]
 81%|████████  | 16134/19900 [8:15:00<1:43:43,  1.65s/it]
 81%|████████  | 16135/19900 [8:15:01<1:41:17,  1.61s/it]
 81%|████████  | 16136/19900 [8:15:03<1:39:24,  1.58s/it]
 81%|████████  | 16137/19900 [8:15:05<1:39:19,  1.58s/it]
 81%|████████  | 16138/19900 [8:15:06<1:37:24,  1.55s/it]
 81%|████████  | 16139/19900 [8:15:07<1:36:02,  1.53s/it]
 81%|████████  | 16140/19900 [8:15:09<1:34:56,  1.51s/it]
 81%|████████  | 16141/19900 [8:15:10<1:34:03,  1.50s/it]
 81%|████████  | 16142/19900 [8:15:12<1:33:06,  1.49s/it]
 81%|████████  | 16143/19900 [8:15:13<1:31:57,  1.47s/it]
 81%|████████  | 16144/19900 [8:15:15<1:30:33,  1.45s/it]
 81%|████████  | 16145/19900 [8:15:16<1:29:35,  1.43s/it]
 81%|████████  | 16146/19900 [8:15:17<1:28:50,  1.42s/it]
 81%|████████  | 16147/19900 [8:15:19<1:26:55,  1.39s/it]
 81%|████████  | 16148/19900 [8:15:20<1:24:58,  1.36s/it]
 81%|████████  | 16149/19900 [8:15:21<1:25:10,  1.36s/it]
 81%|████████  | 16150/19900 [8:15:23<1:23:42,  1.34s/it]
 81%|████████  | 16151/19900 [8:15:24<1:22:41,  1.32s/it]
 81%|████████  | 16152/19900 [8:15:25<1:22:41,  1.32s/it]
 81%|████████  | 16153/19900 [8:15:27<1:22:15,  1.32s/it]
 81%|████████  | 16154/19900 [8:15:28<1:21:05,  1.30s/it]
 81%|████████  | 16155/19900 [8:15:29<1:19:51,  1.28s/it]
 81%|████████  | 16156/19900 [8:15:30<1:19:18,  1.27s/it]
 81%|████████  | 16157/19900 [8:15:32<1:17:58,  1.25s/it]
 81%|████████  | 16158/19900 [8:15:33<1:16:50,  1.23s/it]
 81%|████████  | 16159/19900 [8:15:34<1:15:42,  1.21s/it]
 81%|████████  | 16160/19900 [8:15:35<1:14:34,  1.20s/it]
 81%|████████  | 16161/19900 [8:15:36<1:13:40,  1.18s/it]
 81%|████████  | 16162/19900 [8:15:37<1:11:35,  1.15s/it]
 81%|████████  | 16163/19900 [8:15:38<1:09:40,  1.12s/it]
 81%|████████  | 16164/19900 [8:15:39<1:08:35,  1.10s/it]
 81%|████████  | 16165/19900 [8:15:40<1:06:51,  1.07s/it]
 81%|████████  | 16166/19900 [8:15:42<1:05:57,  1.06s/it]
 81%|████████  | 16167/19900 [8:15:42<1:03:55,  1.03s/it]
 81%|████████  | 16168/19900 [8:15:43<1:00:56,  1.02it/s]
 81%|████████▏ | 16169/19900 [8:15:46<1:27:50,  1.41s/it]
 81%|████████▏ | 16170/19900 [8:15:48<1:41:45,  1.64s/it]
 81%|████████▏ | 16171/19900 [8:15:50<1:49:31,  1.76s/it]
 81%|████████▏ | 16172/19900 [8:15:52<1:53:09,  1.82s/it]
 81%|████████▏ | 16173/19900 [8:15:54<1:54:23,  1.84s/it]
 81%|████████▏ | 16174/19900 [8:15:56<1:53:08,  1.82s/it]
 81%|████████▏ | 16175/19900 [8:15:57<1:51:46,  1.80s/it]
 81%|████████▏ | 16176/19900 [8:15:59<1:50:38,  1.78s/it]
 81%|████████▏ | 16177/19900 [8:16:01<1:49:38,  1.77s/it]
 81%|████████▏ | 16178/19900 [8:16:02<1:47:24,  1.73s/it]
 81%|████████▏ | 16179/19900 [8:16:04<1:46:07,  1.71s/it]
 81%|████████▏ | 16180/19900 [8:16:06<1:44:51,  1.69s/it]
 81%|████████▏ | 16181/19900 [8:16:07<1:45:00,  1.69s/it]
 81%|████████▏ | 16182/19900 [8:16:09<1:44:32,  1.69s/it]
 81%|████████▏ | 16183/19900 [8:16:11<1:43:07,  1.66s/it]
 81%|████████▏ | 16184/19900 [8:16:12<1:41:32,  1.64s/it]
 81%|████████▏ | 16185/19900 [8:16:14<1:41:04,  1.63s/it]
 81%|████████▏ | 16186/19900 [8:16:15<1:39:24,  1.61s/it]
 81%|████████▏ | 16187/19900 [8:16:17<1:36:16,  1.56s/it]
 81%|████████▏ | 16188/19900 [8:16:18<1:34:15,  1.52s/it]
 81%|████████▏ | 16189/19900 [8:16:20<1:33:23,  1.51s/it]
 81%|████████▏ | 16190/19900 [8:16:21<1:32:37,  1.50s/it]
 81%|████████▏ | 16191/19900 [8:16:23<1:31:09,  1.47s/it]
 81%|████████▏ | 16192/19900 [8:16:24<1:29:46,  1.45s/it]
 81%|████████▏ | 16193/19900 [8:16:26<1:29:43,  1.45s/it]
 81%|████████▏ | 16194/19900 [8:16:27<1:29:56,  1.46s/it]
 81%|████████▏ | 16195/19900 [8:16:28<1:28:32,  1.43s/it]
 81%|████████▏ | 16196/19900 [8:16:30<1:27:58,  1.43s/it]
 81%|████████▏ | 16197/19900 [8:16:31<1:26:21,  1.40s/it]
 81%|████████▏ | 16198/19900 [8:16:33<1:24:54,  1.38s/it]
 81%|████████▏ | 16199/19900 [8:16:34<1:24:39,  1.37s/it]
 81%|████████▏ | 16200/19900 [8:16:35<1:23:04,  1.35s/it]
                                                         

 81%|████████▏ | 16200/19900 [8:16:35<1:23:04,  1.35s/it]
 81%|████████▏ | 16201/19900 [8:16:36<1:20:45,  1.31s/it]
 81%|████████▏ | 16202/19900 [8:16:38<1:20:36,  1.31s/it]
 81%|████████▏ | 16203/19900 [8:16:39<1:20:09,  1.30s/it]
 81%|████████▏ | 16204/19900 [8:16:40<1:19:12,  1.29s/it]
 81%|████████▏ | 16205/19900 [8:16:41<1:17:24,  1.26s/it]
 81%|████████▏ | 16206/19900 [8:16:43<1:17:06,  1.25s/it]
 81%|████████▏ | 16207/19900 [8:16:44<1:15:49,  1.23s/it]
 81%|████████▏ | 16208/19900 [8:16:45<1:13:59,  1.20s/it]
 81%|████████▏ | 16209/19900 [8:16:46<1:15:00,  1.22s/it]
 81%|████████▏ | 16210/19900 [8:16:47<1:15:03,  1.22s/it]
 81%|████████▏ | 16211/19900 [8:16:49<1:11:57,  1.17s/it]
 81%|████████▏ | 16212/19900 [8:16:50<1:10:24,  1.15s/it]
 81%|████████▏ | 16213/19900 [8:16:51<1:07:57,  1.11s/it]
 81%|████████▏ | 16214/19900 [8:16:52<1:06:19,  1.08s/it]
 81%|████████▏ | 16215/19900 [8:16:53<1:04:34,  1.05s/it]
 81%|████████▏ | 16216/19900 [8:16:54<1:03:19,  1.03s/it]
 81%|████████▏ | 16217/19900 [8:16:55<1:01:43,  1.01s/it]
 81%|████████▏ | 16218/19900 [8:16:57<1:26:52,  1.42s/it]
 82%|████████▏ | 16219/19900 [8:16:59<1:41:36,  1.66s/it]
 82%|████████▏ | 16220/19900 [8:17:01<1:46:55,  1.74s/it]
 82%|████████▏ | 16221/19900 [8:17:03<1:50:07,  1.80s/it]
 82%|████████▏ | 16222/19900 [8:17:05<1:49:41,  1.79s/it]
 82%|████████▏ | 16223/19900 [8:17:06<1:48:03,  1.76s/it]
 82%|████████▏ | 16224/19900 [8:17:08<1:45:54,  1.73s/it]
 82%|████████▏ | 16225/19900 [8:17:10<1:44:11,  1.70s/it]
 82%|████████▏ | 16226/19900 [8:17:11<1:43:19,  1.69s/it]
 82%|████████▏ | 16227/19900 [8:17:13<1:43:03,  1.68s/it]
 82%|████████▏ | 16228/19900 [8:17:15<1:40:18,  1.64s/it]
 82%|████████▏ | 16229/19900 [8:17:16<1:38:14,  1.61s/it]
 82%|████████▏ | 16230/19900 [8:17:18<1:37:42,  1.60s/it]
 82%|████████▏ | 16231/19900 [8:17:19<1:39:38,  1.63s/it]
 82%|████████▏ | 16232/19900 [8:17:21<1:38:16,  1.61s/it]
 82%|████████▏ | 16233/19900 [8:17:23<1:38:00,  1.60s/it]
 82%|████████▏ | 16234/19900 [8:17:24<1:36:57,  1.59s/it]
 82%|████████▏ | 16235/19900 [8:17:26<1:35:53,  1.57s/it]
 82%|████████▏ | 16236/19900 [8:17:27<1:35:25,  1.56s/it]
 82%|████████▏ | 16237/19900 [8:17:29<1:34:19,  1.55s/it]
 82%|████████▏ | 16238/19900 [8:17:30<1:33:25,  1.53s/it]
 82%|████████▏ | 16239/19900 [8:17:32<1:32:25,  1.51s/it]
 82%|████████▏ | 16240/19900 [8:17:33<1:32:35,  1.52s/it]
 82%|████████▏ | 16241/19900 [8:17:35<1:31:14,  1.50s/it]
 82%|████████▏ | 16242/19900 [8:17:36<1:30:41,  1.49s/it]
 82%|████████▏ | 16243/19900 [8:17:38<1:28:57,  1.46s/it]
 82%|████████▏ | 16244/19900 [8:17:39<1:27:34,  1.44s/it]
 82%|████████▏ | 16245/19900 [8:17:40<1:25:24,  1.40s/it]
 82%|████████▏ | 16246/19900 [8:17:42<1:23:29,  1.37s/it]
 82%|████████▏ | 16247/19900 [8:17:43<1:23:21,  1.37s/it]
 82%|████████▏ | 16248/19900 [8:17:44<1:23:55,  1.38s/it]
 82%|████████▏ | 16249/19900 [8:17:46<1:22:18,  1.35s/it]
 82%|████████▏ | 16250/19900 [8:17:47<1:20:08,  1.32s/it]
 82%|████████▏ | 16251/19900 [8:17:48<1:20:31,  1.32s/it]
 82%|████████▏ | 16252/19900 [8:17:49<1:19:03,  1.30s/it]
 82%|████████▏ | 16253/19900 [8:17:51<1:17:32,  1.28s/it]
 82%|████████▏ | 16254/19900 [8:17:52<1:16:31,  1.26s/it]
 82%|████████▏ | 16255/19900 [8:17:53<1:15:30,  1.24s/it]
 82%|████████▏ | 16256/19900 [8:17:54<1:14:27,  1.23s/it]
 82%|████████▏ | 16257/19900 [8:17:55<1:13:36,  1.21s/it]
 82%|████████▏ | 16258/19900 [8:17:57<1:12:13,  1.19s/it]
 82%|████████▏ | 16259/19900 [8:17:58<1:11:18,  1.17s/it]
 82%|████████▏ | 16260/19900 [8:17:59<1:10:25,  1.16s/it]
 82%|████████▏ | 16261/19900 [8:18:00<1:08:58,  1.14s/it]
 82%|████████▏ | 16262/19900 [8:18:01<1:07:01,  1.11s/it]
 82%|████████▏ | 16263/19900 [8:18:02<1:06:04,  1.09s/it]
 82%|████████▏ | 16264/19900 [8:18:03<1:06:11,  1.09s/it]
 82%|████████▏ | 16265/19900 [8:18:04<1:05:56,  1.09s/it]
 82%|████████▏ | 16266/19900 [8:18:05<1:04:13,  1.06s/it]
 82%|████████▏ | 16267/19900 [8:18:08<1:29:14,  1.47s/it]
 82%|████████▏ | 16268/19900 [8:18:10<1:40:43,  1.66s/it]
 82%|████████▏ | 16269/19900 [8:18:12<1:46:39,  1.76s/it]
 82%|████████▏ | 16270/19900 [8:18:14<1:49:50,  1.82s/it]
 82%|████████▏ | 16271/19900 [8:18:16<1:52:14,  1.86s/it]
 82%|████████▏ | 16272/19900 [8:18:17<1:52:29,  1.86s/it]
 82%|████████▏ | 16273/19900 [8:18:19<1:50:53,  1.83s/it]
 82%|████████▏ | 16274/19900 [8:18:21<1:50:05,  1.82s/it]
 82%|████████▏ | 16275/19900 [8:18:23<1:48:40,  1.80s/it]
 82%|████████▏ | 16276/19900 [8:18:24<1:46:00,  1.76s/it]
 82%|████████▏ | 16277/19900 [8:18:26<1:43:45,  1.72s/it]
 82%|████████▏ | 16278/19900 [8:18:28<1:42:54,  1.70s/it]
 82%|████████▏ | 16279/19900 [8:18:29<1:42:53,  1.70s/it]
 82%|████████▏ | 16280/19900 [8:18:31<1:40:08,  1.66s/it]
 82%|████████▏ | 16281/19900 [8:18:33<1:38:06,  1.63s/it]
 82%|████████▏ | 16282/19900 [8:18:34<1:38:12,  1.63s/it]
 82%|████████▏ | 16283/19900 [8:18:36<1:36:53,  1.61s/it]
 82%|████████▏ | 16284/19900 [8:18:37<1:35:36,  1.59s/it]
 82%|████████▏ | 16285/19900 [8:18:39<1:34:48,  1.57s/it]
 82%|████████▏ | 16286/19900 [8:18:40<1:34:16,  1.57s/it]
 82%|████████▏ | 16287/19900 [8:18:42<1:32:30,  1.54s/it]
 82%|████████▏ | 16288/19900 [8:18:43<1:33:13,  1.55s/it]
 82%|████████▏ | 16289/19900 [8:18:45<1:33:35,  1.55s/it]
 82%|████████▏ | 16290/19900 [8:18:46<1:31:03,  1.51s/it]
 82%|████████▏ | 16291/19900 [8:18:48<1:30:29,  1.50s/it]
 82%|████████▏ | 16292/19900 [8:18:49<1:28:22,  1.47s/it]
 82%|████████▏ | 16293/19900 [8:18:51<1:26:38,  1.44s/it]
 82%|████████▏ | 16294/19900 [8:18:52<1:25:46,  1.43s/it]
 82%|████████▏ | 16295/19900 [8:18:53<1:23:55,  1.40s/it]
 82%|████████▏ | 16296/19900 [8:18:55<1:22:30,  1.37s/it]
 82%|████████▏ | 16297/19900 [8:18:56<1:21:44,  1.36s/it]
 82%|████████▏ | 16298/19900 [8:18:57<1:21:29,  1.36s/it]
 82%|████████▏ | 16299/19900 [8:18:59<1:20:45,  1.35s/it]
 82%|████████▏ | 16300/19900 [8:19:00<1:20:11,  1.34s/it]
                                                         

 82%|████████▏ | 16300/19900 [8:19:00<1:20:11,  1.34s/it]
 82%|████████▏ | 16301/19900 [8:19:01<1:17:39,  1.29s/it]
 82%|████████▏ | 16302/19900 [8:19:02<1:16:13,  1.27s/it]
 82%|████████▏ | 16303/19900 [8:19:04<1:16:54,  1.28s/it]
 82%|████████▏ | 16304/19900 [8:19:05<1:15:40,  1.26s/it]
 82%|████████▏ | 16305/19900 [8:19:06<1:14:56,  1.25s/it]
 82%|████████▏ | 16306/19900 [8:19:07<1:14:31,  1.24s/it]
 82%|████████▏ | 16307/19900 [8:19:09<1:12:27,  1.21s/it]
 82%|████████▏ | 16308/19900 [8:19:10<1:10:20,  1.18s/it]
 82%|████████▏ | 16309/19900 [8:19:11<1:08:13,  1.14s/it]
 82%|████████▏ | 16310/19900 [8:19:12<1:06:18,  1.11s/it]
 82%|████████▏ | 16311/19900 [8:19:13<1:05:00,  1.09s/it]
 82%|████████▏ | 16312/19900 [8:19:14<1:03:43,  1.07s/it]
 82%|████████▏ | 16313/19900 [8:19:15<1:03:37,  1.06s/it]
 82%|████████▏ | 16314/19900 [8:19:16<1:03:31,  1.06s/it]
 82%|████████▏ | 16315/19900 [8:19:17<1:02:37,  1.05s/it]
 82%|████████▏ | 16316/19900 [8:19:19<1:16:55,  1.29s/it]
 82%|████████▏ | 16317/19900 [8:19:20<1:18:02,  1.31s/it]
 82%|████████▏ | 16318/19900 [8:19:21<1:16:16,  1.28s/it]
 82%|████████▏ | 16319/19900 [8:19:24<1:43:24,  1.73s/it]
 82%|████████▏ | 16320/19900 [8:19:26<1:50:10,  1.85s/it]
 82%|████████▏ | 16321/19900 [8:19:28<1:53:53,  1.91s/it]
 82%|████████▏ | 16322/19900 [8:19:30<1:53:09,  1.90s/it]
 82%|████████▏ | 16323/19900 [8:19:32<1:53:13,  1.90s/it]
 82%|████████▏ | 16324/19900 [8:19:34<1:51:06,  1.86s/it]
 82%|████████▏ | 16325/19900 [8:19:36<1:50:59,  1.86s/it]
 82%|████████▏ | 16326/19900 [8:19:37<1:47:32,  1.81s/it]
 82%|████████▏ | 16327/19900 [8:19:39<1:45:23,  1.77s/it]
 82%|████████▏ | 16328/19900 [8:19:41<1:43:54,  1.75s/it]
 82%|████████▏ | 16329/19900 [8:19:42<1:42:51,  1.73s/it]
 82%|████████▏ | 16330/19900 [8:19:44<1:41:01,  1.70s/it]
 82%|████████▏ | 16331/19900 [8:19:46<1:38:57,  1.66s/it]
 82%|████████▏ | 16332/19900 [8:19:47<1:37:14,  1.64s/it]
 82%|████████▏ | 16333/19900 [8:19:49<1:36:04,  1.62s/it]
 82%|████████▏ | 16334/19900 [8:19:50<1:35:29,  1.61s/it]
 82%|████████▏ | 16335/19900 [8:19:52<1:33:41,  1.58s/it]
 82%|████████▏ | 16336/19900 [8:19:53<1:33:45,  1.58s/it]
 82%|████████▏ | 16337/19900 [8:19:55<1:32:56,  1.57s/it]
 82%|████████▏ | 16338/19900 [8:19:56<1:31:24,  1.54s/it]
 82%|████████▏ | 16339/19900 [8:19:58<1:29:47,  1.51s/it]
 82%|████████▏ | 16340/19900 [8:19:59<1:30:29,  1.53s/it]
 82%|████████▏ | 16341/19900 [8:20:01<1:28:30,  1.49s/it]
 82%|████████▏ | 16342/19900 [8:20:02<1:27:13,  1.47s/it]
 82%|████████▏ | 16343/19900 [8:20:04<1:25:57,  1.45s/it]
 82%|████████▏ | 16344/19900 [8:20:05<1:24:56,  1.43s/it]
 82%|████████▏ | 16345/19900 [8:20:06<1:22:59,  1.40s/it]
 82%|████████▏ | 16346/19900 [8:20:08<1:21:14,  1.37s/it]
 82%|████████▏ | 16347/19900 [8:20:09<1:20:08,  1.35s/it]
 82%|████████▏ | 16348/19900 [8:20:10<1:19:37,  1.35s/it]
 82%|████████▏ | 16349/19900 [8:20:12<1:18:08,  1.32s/it]
 82%|████████▏ | 16350/19900 [8:20:13<1:17:08,  1.30s/it]
 82%|████████▏ | 16351/19900 [8:20:14<1:17:29,  1.31s/it]
 82%|████████▏ | 16352/19900 [8:20:15<1:16:34,  1.29s/it]
 82%|████████▏ | 16353/19900 [8:20:17<1:15:28,  1.28s/it]
 82%|████████▏ | 16354/19900 [8:20:18<1:14:48,  1.27s/it]
 82%|████████▏ | 16355/19900 [8:20:19<1:13:37,  1.25s/it]
 82%|████████▏ | 16356/19900 [8:20:20<1:12:20,  1.22s/it]
 82%|████████▏ | 16357/19900 [8:20:21<1:11:11,  1.21s/it]
 82%|████████▏ | 16358/19900 [8:20:23<1:10:24,  1.19s/it]
 82%|████████▏ | 16359/19900 [8:20:24<1:08:59,  1.17s/it]
 82%|████████▏ | 16360/19900 [8:20:25<1:07:17,  1.14s/it]
 82%|████████▏ | 16361/19900 [8:20:26<1:07:30,  1.14s/it]
 82%|████████▏ | 16362/19900 [8:20:27<1:05:26,  1.11s/it]
 82%|████████▏ | 16363/19900 [8:20:28<1:04:37,  1.10s/it]
 82%|████████▏ | 16364/19900 [8:20:29<1:03:59,  1.09s/it]
 82%|████████▏ | 16365/19900 [8:20:30<1:03:24,  1.08s/it]
 82%|████████▏ | 16366/19900 [8:20:31<1:02:22,  1.06s/it]
 82%|████████▏ | 16367/19900 [8:20:32<59:38,  1.01s/it]  
 82%|████████▏ | 16368/19900 [8:20:35<1:26:04,  1.46s/it]
 82%|████████▏ | 16369/19900 [8:20:37<1:37:46,  1.66s/it]
 82%|████████▏ | 16370/19900 [8:20:39<1:43:24,  1.76s/it]
 82%|████████▏ | 16371/19900 [8:20:41<1:46:51,  1.82s/it]
 82%|████████▏ | 16372/19900 [8:20:43<1:48:18,  1.84s/it]
 82%|████████▏ | 16373/19900 [8:20:44<1:47:48,  1.83s/it]
 82%|████████▏ | 16374/19900 [8:20:46<1:46:25,  1.81s/it]
 82%|████████▏ | 16375/19900 [8:20:48<1:44:18,  1.78s/it]
 82%|████████▏ | 16376/19900 [8:20:50<1:43:28,  1.76s/it]
 82%|████████▏ | 16377/19900 [8:20:51<1:43:19,  1.76s/it]
 82%|████████▏ | 16378/19900 [8:20:53<1:41:39,  1.73s/it]
 82%|████████▏ | 16379/19900 [8:20:55<1:39:43,  1.70s/it]
 82%|████████▏ | 16380/19900 [8:20:56<1:38:11,  1.67s/it]
 82%|████████▏ | 16381/19900 [8:20:58<1:36:10,  1.64s/it]
 82%|████████▏ | 16382/19900 [8:20:59<1:35:02,  1.62s/it]
 82%|████████▏ | 16383/19900 [8:21:01<1:33:15,  1.59s/it]
 82%|████████▏ | 16384/19900 [8:21:03<1:34:08,  1.61s/it]
 82%|████████▏ | 16385/19900 [8:21:04<1:32:44,  1.58s/it]
 82%|████████▏ | 16386/19900 [8:21:06<1:31:48,  1.57s/it]
 82%|████████▏ | 16387/19900 [8:21:07<1:29:32,  1.53s/it]
 82%|████████▏ | 16388/19900 [8:21:08<1:27:49,  1.50s/it]
 82%|████████▏ | 16389/19900 [8:21:10<1:26:52,  1.48s/it]
 82%|████████▏ | 16390/19900 [8:21:11<1:25:59,  1.47s/it]
 82%|████████▏ | 16391/19900 [8:21:13<1:24:58,  1.45s/it]
 82%|████████▏ | 16392/19900 [8:21:14<1:24:34,  1.45s/it]
 82%|████████▏ | 16393/19900 [8:21:16<1:24:09,  1.44s/it]
 82%|████████▏ | 16394/19900 [8:21:17<1:21:54,  1.40s/it]
 82%|████████▏ | 16395/19900 [8:21:18<1:20:08,  1.37s/it]
 82%|████████▏ | 16396/19900 [8:21:20<1:18:21,  1.34s/it]
 82%|████████▏ | 16397/19900 [8:21:21<1:18:14,  1.34s/it]
 82%|████████▏ | 16398/19900 [8:21:22<1:17:53,  1.33s/it]
 82%|████████▏ | 16399/19900 [8:21:23<1:16:35,  1.31s/it]
 82%|████████▏ | 16400/19900 [8:21:25<1:15:30,  1.29s/it]
                                                         

 82%|████████▏ | 16400/19900 [8:21:25<1:15:30,  1.29s/it]
 82%|████████▏ | 16401/19900 [8:21:26<1:14:48,  1.28s/it]
 82%|████████▏ | 16402/19900 [8:21:27<1:14:32,  1.28s/it]
 82%|████████▏ | 16403/19900 [8:21:28<1:13:43,  1.27s/it]
 82%|████████▏ | 16404/19900 [8:21:30<1:12:42,  1.25s/it]
 82%|████████▏ | 16405/19900 [8:21:31<1:11:59,  1.24s/it]
 82%|████████▏ | 16406/19900 [8:21:32<1:10:26,  1.21s/it]
 82%|████████▏ | 16407/19900 [8:21:33<1:10:05,  1.20s/it]
 82%|████████▏ | 16408/19900 [8:21:34<1:08:26,  1.18s/it]
 82%|████████▏ | 16409/19900 [8:21:35<1:07:14,  1.16s/it]
 82%|████████▏ | 16410/19900 [8:21:36<1:05:38,  1.13s/it]
 82%|████████▏ | 16411/19900 [8:21:38<1:05:14,  1.12s/it]
 82%|████████▏ | 16412/19900 [8:21:39<1:04:11,  1.10s/it]
 82%|████████▏ | 16413/19900 [8:21:40<1:03:50,  1.10s/it]
 82%|████████▏ | 16414/19900 [8:21:41<1:02:14,  1.07s/it]
 82%|████████▏ | 16415/19900 [8:21:42<59:31,  1.02s/it]  
 82%|████████▏ | 16416/19900 [8:21:43<56:45,  1.02it/s]
 82%|████████▏ | 16417/19900 [8:21:45<1:22:21,  1.42s/it]
 83%|████████▎ | 16418/19900 [8:21:47<1:34:25,  1.63s/it]
 83%|████████▎ | 16419/19900 [8:21:49<1:40:57,  1.74s/it]
 83%|████████▎ | 16420/19900 [8:21:51<1:45:04,  1.81s/it]
 83%|████████▎ | 16421/19900 [8:21:53<1:46:04,  1.83s/it]
 83%|████████▎ | 16422/19900 [8:21:55<1:44:53,  1.81s/it]
 83%|████████▎ | 16423/19900 [8:21:56<1:43:37,  1.79s/it]
 83%|████████▎ | 16424/19900 [8:21:58<1:42:59,  1.78s/it]
 83%|████████▎ | 16425/19900 [8:22:00<1:40:56,  1.74s/it]
 83%|████████▎ | 16426/19900 [8:22:01<1:39:06,  1.71s/it]
 83%|████████▎ | 16427/19900 [8:22:03<1:38:56,  1.71s/it]
 83%|████████▎ | 16428/19900 [8:22:05<1:37:10,  1.68s/it]
 83%|████████▎ | 16429/19900 [8:22:06<1:35:44,  1.66s/it]
 83%|████████▎ | 16430/19900 [8:22:08<1:33:45,  1.62s/it]
 83%|████████▎ | 16431/19900 [8:22:10<1:34:03,  1.63s/it]
 83%|████████▎ | 16432/19900 [8:22:11<1:32:37,  1.60s/it]
 83%|████████▎ | 16433/19900 [8:22:13<1:31:27,  1.58s/it]
 83%|████████▎ | 16434/19900 [8:22:14<1:30:47,  1.57s/it]
 83%|████████▎ | 16435/19900 [8:22:16<1:29:13,  1.55s/it]
 83%|████████▎ | 16436/19900 [8:22:17<1:27:36,  1.52s/it]
 83%|████████▎ | 16437/19900 [8:22:19<1:27:29,  1.52s/it]
 83%|████████▎ | 16438/19900 [8:22:20<1:26:08,  1.49s/it]
 83%|████████▎ | 16439/19900 [8:22:22<1:24:49,  1.47s/it]
 83%|████████▎ | 16440/19900 [8:22:23<1:23:51,  1.45s/it]
 83%|████████▎ | 16441/19900 [8:22:24<1:24:02,  1.46s/it]
 83%|████████▎ | 16442/19900 [8:22:26<1:23:30,  1.45s/it]
 83%|████████▎ | 16443/19900 [8:22:27<1:22:32,  1.43s/it]
 83%|████████▎ | 16444/19900 [8:22:29<1:21:59,  1.42s/it]
 83%|████████▎ | 16445/19900 [8:22:30<1:21:33,  1.42s/it]
 83%|████████▎ | 16446/19900 [8:22:31<1:19:38,  1.38s/it]
 83%|████████▎ | 16447/19900 [8:22:33<1:19:09,  1.38s/it]
 83%|████████▎ | 16448/19900 [8:22:34<1:17:15,  1.34s/it]
 83%|████████▎ | 16449/19900 [8:22:35<1:16:15,  1.33s/it]
 83%|████████▎ | 16450/19900 [8:22:37<1:15:20,  1.31s/it]
 83%|████████▎ | 16451/19900 [8:22:38<1:14:07,  1.29s/it]
 83%|████████▎ | 16452/19900 [8:22:39<1:13:02,  1.27s/it]
 83%|████████▎ | 16453/19900 [8:22:40<1:13:19,  1.28s/it]
 83%|████████▎ | 16454/19900 [8:22:42<1:12:51,  1.27s/it]
 83%|████████▎ | 16455/19900 [8:22:43<1:11:57,  1.25s/it]
 83%|████████▎ | 16456/19900 [8:22:44<1:10:00,  1.22s/it]
 83%|████████▎ | 16457/19900 [8:22:45<1:08:14,  1.19s/it]
 83%|████████▎ | 16458/19900 [8:22:46<1:06:51,  1.17s/it]
 83%|████████▎ | 16459/19900 [8:22:47<1:05:25,  1.14s/it]
 83%|████████▎ | 16460/19900 [8:22:48<1:04:13,  1.12s/it]
 83%|████████▎ | 16461/19900 [8:22:49<1:02:40,  1.09s/it]
 83%|████████▎ | 16462/19900 [8:22:50<1:02:15,  1.09s/it]
 83%|████████▎ | 16463/19900 [8:22:51<1:01:37,  1.08s/it]
 83%|████████▎ | 16464/19900 [8:22:52<59:27,  1.04s/it]  
 83%|████████▎ | 16465/19900 [8:22:53<57:39,  1.01s/it]
 83%|████████▎ | 16466/19900 [8:22:56<1:21:18,  1.42s/it]
 83%|████████▎ | 16467/19900 [8:22:58<1:33:49,  1.64s/it]
 83%|████████▎ | 16468/19900 [8:23:00<1:40:19,  1.75s/it]
 83%|████████▎ | 16469/19900 [8:23:02<1:44:36,  1.83s/it]
 83%|████████▎ | 16470/19900 [8:23:04<1:47:12,  1.88s/it]
 83%|████████▎ | 16471/19900 [8:23:06<1:45:59,  1.85s/it]
 83%|████████▎ | 16472/19900 [8:23:07<1:45:26,  1.85s/it]
 83%|████████▎ | 16473/19900 [8:23:09<1:43:39,  1.81s/it]
 83%|████████▎ | 16474/19900 [8:23:11<1:41:37,  1.78s/it]
 83%|████████▎ | 16475/19900 [8:23:13<1:38:59,  1.73s/it]
 83%|████████▎ | 16476/19900 [8:23:14<1:37:04,  1.70s/it]
 83%|████████▎ | 16477/19900 [8:23:16<1:36:30,  1.69s/it]
 83%|████████▎ | 16478/19900 [8:23:17<1:33:47,  1.64s/it]
 83%|████████▎ | 16479/19900 [8:23:19<1:34:10,  1.65s/it]
 83%|████████▎ | 16480/19900 [8:23:21<1:33:27,  1.64s/it]
 83%|████████▎ | 16481/19900 [8:23:22<1:33:48,  1.65s/it]
 83%|████████▎ | 16482/19900 [8:23:24<1:31:41,  1.61s/it]
 83%|████████▎ | 16483/19900 [8:23:25<1:29:31,  1.57s/it]
 83%|████████▎ | 16484/19900 [8:23:27<1:28:05,  1.55s/it]
 83%|████████▎ | 16485/19900 [8:23:28<1:28:28,  1.55s/it]
 83%|████████▎ | 16486/19900 [8:23:30<1:27:26,  1.54s/it]
 83%|████████▎ | 16487/19900 [8:23:31<1:25:59,  1.51s/it]
 83%|████████▎ | 16488/19900 [8:23:33<1:25:18,  1.50s/it]
 83%|████████▎ | 16489/19900 [8:23:34<1:24:49,  1.49s/it]
 83%|████████▎ | 16490/19900 [8:23:36<1:23:08,  1.46s/it]
 83%|████████▎ | 16491/19900 [8:23:37<1:21:57,  1.44s/it]
 83%|████████▎ | 16492/19900 [8:23:38<1:20:59,  1.43s/it]
 83%|████████▎ | 16493/19900 [8:23:40<1:19:02,  1.39s/it]
 83%|████████▎ | 16494/19900 [8:23:41<1:17:54,  1.37s/it]
 83%|████████▎ | 16495/19900 [8:23:42<1:17:18,  1.36s/it]
 83%|████████▎ | 16496/19900 [8:23:44<1:15:37,  1.33s/it]
 83%|████████▎ | 16497/19900 [8:23:45<1:15:27,  1.33s/it]
 83%|████████▎ | 16498/19900 [8:23:46<1:14:02,  1.31s/it]
 83%|████████▎ | 16499/19900 [8:23:48<1:14:28,  1.31s/it]
 83%|████████▎ | 16500/19900 [8:23:49<1:13:41,  1.30s/it]
                                                         

 83%|████████▎ | 16500/19900 [8:23:49<1:13:41,  1.30s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.2218027114868164, 'eval_wer': 0.8722109533468559, 'eval_cer': 0.3048645999264796, 'eval_runtime': 124.9046, 'eval_samples_per_second': 23.682, 'eval_steps_per_second': 2.962, 'epoch': 80.4}
{'loss': 2.2138, 'learning_rate': 1.597625698324022e-05, 'epoch': 80.9}
{'loss': 2.1853, 'learning_rate': 1.55572625698324e-05, 'epoch': 81.41}
{'loss': 2.2029, 'learning_rate': 1.5138268156424581e-05, 'epoch': 81.91}
{'loss': 2.1583, 'learning_rate': 1.471927374301676e-05, 'epoch': 82.41}
{'loss': 2.1613, 'learning_rate': 1.4300279329608936e-05, 'epoch': 82.91}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.79it/s]

  1%|          | 3/370 [00:00<01:02,  5.89it/s]

  1%|          | 4/370 [00:00<01:13,  4.95it/s]

  1%|▏         | 5/370 [00:00<01:18,  4.64it/s]

  2%|▏         | 6/370 [00:01<01:12,  5.00it/s]

  2%|▏         | 7/370 [00:01<01:21,  4.46it/s]

  2%|▏         | 8/370 [00:01<01:19,  4.54it/s]

  2%|▏         | 9/370 [00:01<01:20,  4.48it/s]

  3%|▎         | 10/370 [00:02<01:20,  4.45it/s]

  3%|▎         | 11/370 [00:02<01:21,  4.42it/s]

  3%|▎         | 12/370 [00:02<01:21,  4.40it/s]

  4%|▎         | 13/370 [00:02<01:21,  4.39it/s]

  4%|▍         | 14/370 [00:03<01:25,  4.15it/s]

  4%|▍         | 15/370 [00:03<01:21,  4.35it/s]

  4%|▍         | 16/370 [00:03<01:22,  4.27it/s]

  5%|▍         | 17/370 [00:03<01:17,  4.57it/s]

  5%|▍         | 18/370 [00:03<01:12,  4.83it/s]

  5%|▌         | 19/370 [00:04<01:17,  4.55it/s]

  5%|▌         | 20/370 [00:04<01:19,  4.38it/s]

  6%|▌         | 21/370 [00:04<01:16,  4.55it/s]

  6%|▌         | 22/370 [00:04<01:12,  4.80it/s]

  6%|▌         | 23/370 [00:04<01:11,  4.83it/s]

  6%|▋         | 24/370 [00:05<01:15,  4.61it/s]

  7%|▋         | 25/370 [00:05<01:16,  4.50it/s]

  7%|▋         | 26/370 [00:05<01:15,  4.56it/s]

  7%|▋         | 27/370 [00:05<01:14,  4.60it/s]

  8%|▊         | 28/370 [00:06<01:18,  4.36it/s]

  8%|▊         | 29/370 [00:06<01:22,  4.15it/s]

  8%|▊         | 30/370 [00:06<01:21,  4.18it/s]

  8%|▊         | 31/370 [00:06<01:18,  4.29it/s]

  9%|▊         | 32/370 [00:07<01:17,  4.36it/s]

  9%|▉         | 33/370 [00:07<01:16,  4.39it/s]

  9%|▉         | 34/370 [00:07<01:16,  4.41it/s]

  9%|▉         | 35/370 [00:07<01:22,  4.07it/s]

 10%|▉         | 36/370 [00:08<01:21,  4.10it/s]

 10%|█         | 37/370 [00:08<01:16,  4.33it/s]

 10%|█         | 38/370 [00:08<01:16,  4.36it/s]

 11%|█         | 39/370 [00:08<01:12,  4.57it/s]

 11%|█         | 40/370 [00:08<01:17,  4.24it/s]

 11%|█         | 41/370 [00:09<01:15,  4.36it/s]

 11%|█▏        | 42/370 [00:09<01:17,  4.23it/s]

 12%|█▏        | 43/370 [00:09<01:17,  4.24it/s]

 12%|█▏        | 44/370 [00:09<01:13,  4.41it/s]

 12%|█▏        | 45/370 [00:10<01:20,  4.02it/s]

 12%|█▏        | 46/370 [00:10<01:17,  4.17it/s]

 13%|█▎        | 47/370 [00:10<01:22,  3.90it/s]

 13%|█▎        | 48/370 [00:10<01:23,  3.84it/s]

 13%|█▎        | 49/370 [00:11<01:17,  4.12it/s]

 14%|█▎        | 50/370 [00:11<01:10,  4.51it/s]

 14%|█▍        | 51/370 [00:11<01:13,  4.32it/s]

 14%|█▍        | 52/370 [00:11<01:08,  4.61it/s]

 14%|█▍        | 53/370 [00:11<01:12,  4.39it/s]

 15%|█▍        | 54/370 [00:12<01:10,  4.49it/s]

 15%|█▍        | 55/370 [00:12<01:14,  4.22it/s]

 15%|█▌        | 56/370 [00:12<01:14,  4.24it/s]

 15%|█▌        | 57/370 [00:12<01:07,  4.65it/s]

 16%|█▌        | 58/370 [00:13<01:14,  4.19it/s]

 16%|█▌        | 59/370 [00:13<01:12,  4.30it/s]

 16%|█▌        | 60/370 [00:13<01:07,  4.58it/s]

 16%|█▋        | 61/370 [00:13<01:06,  4.65it/s]

 17%|█▋        | 62/370 [00:13<01:07,  4.58it/s]

 17%|█▋        | 63/370 [00:14<01:03,  4.81it/s]

 17%|█▋        | 64/370 [00:14<01:02,  4.87it/s]

 18%|█▊        | 65/370 [00:14<01:05,  4.64it/s]

 18%|█▊        | 66/370 [00:14<01:04,  4.74it/s]

 18%|█▊        | 67/370 [00:15<01:07,  4.47it/s]

 18%|█▊        | 68/370 [00:15<01:14,  4.08it/s]

 19%|█▊        | 69/370 [00:15<01:08,  4.41it/s]

 19%|█▉        | 70/370 [00:15<01:08,  4.41it/s]

 19%|█▉        | 71/370 [00:16<01:10,  4.22it/s]

 19%|█▉        | 72/370 [00:16<01:04,  4.61it/s]

 20%|█▉        | 73/370 [00:16<01:08,  4.32it/s]

 20%|██        | 74/370 [00:16<01:10,  4.22it/s]

 20%|██        | 75/370 [00:16<01:10,  4.19it/s]

 21%|██        | 76/370 [00:17<01:08,  4.32it/s]

 21%|██        | 77/370 [00:17<01:04,  4.54it/s]

 21%|██        | 78/370 [00:17<01:06,  4.42it/s]

 21%|██▏       | 79/370 [00:17<01:06,  4.38it/s]

 22%|██▏       | 80/370 [00:18<01:09,  4.18it/s]

 22%|██▏       | 81/370 [00:18<01:15,  3.84it/s]

 22%|██▏       | 82/370 [00:18<01:11,  4.03it/s]

 22%|██▏       | 83/370 [00:18<01:09,  4.10it/s]

 23%|██▎       | 84/370 [00:19<01:09,  4.09it/s]

 23%|██▎       | 85/370 [00:19<01:05,  4.34it/s]

 23%|██▎       | 86/370 [00:19<01:03,  4.44it/s]

 24%|██▎       | 87/370 [00:19<01:02,  4.55it/s]

 24%|██▍       | 88/370 [00:19<01:05,  4.31it/s]

 24%|██▍       | 89/370 [00:20<01:06,  4.25it/s]

 24%|██▍       | 90/370 [00:20<01:03,  4.38it/s]

 25%|██▍       | 91/370 [00:20<01:01,  4.50it/s]

 25%|██▍       | 92/370 [00:20<01:04,  4.33it/s]

 25%|██▌       | 93/370 [00:21<01:07,  4.08it/s]

 25%|██▌       | 94/370 [00:21<01:06,  4.13it/s]

 26%|██▌       | 95/370 [00:21<01:10,  3.89it/s]

 26%|██▌       | 96/370 [00:21<01:10,  3.87it/s]

 26%|██▌       | 97/370 [00:22<01:07,  4.04it/s]

 26%|██▋       | 98/370 [00:22<01:04,  4.19it/s]

 27%|██▋       | 99/370 [00:22<01:03,  4.29it/s]

 27%|██▋       | 100/370 [00:22<01:00,  4.45it/s]

 27%|██▋       | 101/370 [00:23<01:00,  4.45it/s]

 28%|██▊       | 102/370 [00:23<00:59,  4.49it/s]

 28%|██▊       | 103/370 [00:23<00:56,  4.76it/s]

 28%|██▊       | 104/370 [00:23<01:01,  4.35it/s]

 28%|██▊       | 105/370 [00:23<00:59,  4.43it/s]

 29%|██▊       | 106/370 [00:24<01:01,  4.26it/s]

 29%|██▉       | 107/370 [00:24<01:13,  3.60it/s]

 29%|██▉       | 108/370 [00:24<01:07,  3.89it/s]

 29%|██▉       | 109/370 [00:25<01:08,  3.79it/s]

 30%|██▉       | 110/370 [00:25<01:03,  4.09it/s]

 30%|███       | 111/370 [00:25<01:00,  4.27it/s]

 30%|███       | 112/370 [00:25<01:01,  4.23it/s]

 31%|███       | 113/370 [00:25<00:59,  4.29it/s]

 31%|███       | 114/370 [00:26<00:58,  4.40it/s]

 31%|███       | 115/370 [00:26<01:00,  4.21it/s]

 31%|███▏      | 116/370 [00:26<01:02,  4.05it/s]

 32%|███▏      | 117/370 [00:26<01:05,  3.88it/s]

 32%|███▏      | 118/370 [00:27<01:04,  3.92it/s]

 32%|███▏      | 119/370 [00:27<01:04,  3.88it/s]

 32%|███▏      | 120/370 [00:27<01:01,  4.09it/s]

 33%|███▎      | 121/370 [00:27<00:59,  4.21it/s]

 33%|███▎      | 122/370 [00:28<00:58,  4.26it/s]

 33%|███▎      | 123/370 [00:28<00:55,  4.49it/s]

 34%|███▎      | 124/370 [00:28<00:50,  4.86it/s]

 34%|███▍      | 125/370 [00:28<00:53,  4.60it/s]

 34%|███▍      | 126/370 [00:28<00:53,  4.58it/s]

 34%|███▍      | 127/370 [00:29<01:00,  4.01it/s]

 35%|███▍      | 128/370 [00:29<00:59,  4.04it/s]

 35%|███▍      | 129/370 [00:29<01:02,  3.83it/s]

 35%|███▌      | 130/370 [00:30<01:02,  3.82it/s]

 35%|███▌      | 131/370 [00:30<01:04,  3.70it/s]

 36%|███▌      | 132/370 [00:30<00:58,  4.04it/s]

 36%|███▌      | 133/370 [00:30<00:56,  4.16it/s]

 36%|███▌      | 134/370 [00:31<00:56,  4.15it/s]

 36%|███▋      | 135/370 [00:31<00:58,  4.00it/s]

 37%|███▋      | 136/370 [00:31<00:57,  4.10it/s]

 37%|███▋      | 137/370 [00:31<00:56,  4.13it/s]

 37%|███▋      | 138/370 [00:32<00:56,  4.14it/s]

 38%|███▊      | 139/370 [00:32<00:55,  4.18it/s]

 38%|███▊      | 140/370 [00:32<00:52,  4.39it/s]

 38%|███▊      | 141/370 [00:32<00:55,  4.13it/s]

 38%|███▊      | 142/370 [00:33<00:56,  4.03it/s]

 39%|███▊      | 143/370 [00:33<00:59,  3.84it/s]

 39%|███▉      | 144/370 [00:33<00:59,  3.81it/s]

 39%|███▉      | 145/370 [00:33<01:01,  3.68it/s]

 39%|███▉      | 146/370 [00:34<00:57,  3.87it/s]

 40%|███▉      | 147/370 [00:34<00:58,  3.84it/s]

 40%|████      | 148/370 [00:34<00:58,  3.77it/s]

 40%|████      | 149/370 [00:34<00:56,  3.94it/s]

 41%|████      | 150/370 [00:35<00:51,  4.27it/s]

 41%|████      | 151/370 [00:35<00:51,  4.25it/s]

 41%|████      | 152/370 [00:35<00:50,  4.28it/s]

 41%|████▏     | 153/370 [00:35<00:51,  4.25it/s]

 42%|████▏     | 154/370 [00:35<00:50,  4.24it/s]

 42%|████▏     | 155/370 [00:36<00:49,  4.32it/s]

 42%|████▏     | 156/370 [00:36<00:52,  4.09it/s]

 42%|████▏     | 157/370 [00:36<00:52,  4.03it/s]

 43%|████▎     | 158/370 [00:36<00:51,  4.09it/s]

 43%|████▎     | 159/370 [00:37<00:48,  4.32it/s]

 43%|████▎     | 160/370 [00:37<00:49,  4.25it/s]

 44%|████▎     | 161/370 [00:37<00:49,  4.24it/s]

 44%|████▍     | 162/370 [00:37<00:50,  4.16it/s]

 44%|████▍     | 163/370 [00:38<00:47,  4.35it/s]

 44%|████▍     | 164/370 [00:38<00:47,  4.32it/s]

 45%|████▍     | 165/370 [00:38<00:49,  4.11it/s]

 45%|████▍     | 166/370 [00:38<00:50,  4.07it/s]

 45%|████▌     | 167/370 [00:39<00:51,  3.94it/s]

 45%|████▌     | 168/370 [00:39<00:50,  4.01it/s]

 46%|████▌     | 169/370 [00:39<00:49,  4.07it/s]

 46%|████▌     | 170/370 [00:39<00:49,  4.04it/s]

 46%|████▌     | 171/370 [00:40<00:50,  3.94it/s]

 46%|████▋     | 172/370 [00:40<00:45,  4.31it/s]

 47%|████▋     | 173/370 [00:40<00:41,  4.76it/s]

 47%|████▋     | 174/370 [00:40<00:43,  4.46it/s]

 47%|████▋     | 175/370 [00:40<00:43,  4.47it/s]

 48%|████▊     | 176/370 [00:41<00:42,  4.52it/s]

 48%|████▊     | 177/370 [00:41<00:45,  4.28it/s]

 48%|████▊     | 178/370 [00:41<00:42,  4.47it/s]

 48%|████▊     | 179/370 [00:41<00:43,  4.40it/s]

 49%|████▊     | 180/370 [00:42<00:39,  4.77it/s]

 49%|████▉     | 181/370 [00:42<00:40,  4.70it/s]

 49%|████▉     | 182/370 [00:42<00:40,  4.68it/s]

 49%|████▉     | 183/370 [00:42<00:43,  4.32it/s]

 50%|████▉     | 184/370 [00:43<00:44,  4.16it/s]

 50%|█████     | 185/370 [00:43<00:42,  4.32it/s]

 50%|█████     | 186/370 [00:43<00:42,  4.28it/s]

 51%|█████     | 187/370 [00:43<00:43,  4.18it/s]

 51%|█████     | 188/370 [00:43<00:43,  4.14it/s]

 51%|█████     | 189/370 [00:44<00:45,  3.98it/s]

 51%|█████▏    | 190/370 [00:44<00:43,  4.12it/s]

 52%|█████▏    | 191/370 [00:44<00:41,  4.27it/s]

 52%|█████▏    | 192/370 [00:44<00:43,  4.10it/s]

 52%|█████▏    | 193/370 [00:45<00:44,  3.98it/s]

 52%|█████▏    | 194/370 [00:45<00:39,  4.41it/s]

 53%|█████▎    | 195/370 [00:45<00:42,  4.15it/s]

 53%|█████▎    | 196/370 [00:45<00:41,  4.23it/s]

 53%|█████▎    | 197/370 [00:46<00:40,  4.28it/s]

 54%|█████▎    | 198/370 [00:46<00:40,  4.22it/s]

 54%|█████▍    | 199/370 [00:46<00:39,  4.30it/s]

 54%|█████▍    | 200/370 [00:46<00:40,  4.19it/s]

 54%|█████▍    | 201/370 [00:47<00:40,  4.22it/s]

 55%|█████▍    | 202/370 [00:47<00:39,  4.26it/s]

 55%|█████▍    | 203/370 [00:47<00:38,  4.37it/s]

 55%|█████▌    | 204/370 [00:47<00:41,  4.04it/s]

 55%|█████▌    | 205/370 [00:47<00:38,  4.28it/s]

 56%|█████▌    | 206/370 [00:48<00:39,  4.11it/s]

 56%|█████▌    | 207/370 [00:48<00:41,  3.88it/s]

 56%|█████▌    | 208/370 [00:48<00:43,  3.73it/s]

 56%|█████▋    | 209/370 [00:49<00:41,  3.85it/s]

 57%|█████▋    | 210/370 [00:49<00:44,  3.62it/s]

 57%|█████▋    | 211/370 [00:49<00:47,  3.36it/s]

 57%|█████▋    | 212/370 [00:50<00:45,  3.48it/s]

 58%|█████▊    | 213/370 [00:50<00:44,  3.49it/s]

 58%|█████▊    | 214/370 [00:50<00:45,  3.44it/s]

 58%|█████▊    | 215/370 [00:50<00:45,  3.41it/s]

 58%|█████▊    | 216/370 [00:51<00:46,  3.28it/s]

 59%|█████▊    | 217/370 [00:51<00:43,  3.52it/s]

 59%|█████▉    | 218/370 [00:51<00:39,  3.83it/s]

 59%|█████▉    | 219/370 [00:51<00:42,  3.57it/s]

 59%|█████▉    | 220/370 [00:52<00:41,  3.63it/s]

 60%|█████▉    | 221/370 [00:52<00:44,  3.33it/s]

 60%|██████    | 222/370 [00:52<00:41,  3.54it/s]

 60%|██████    | 223/370 [00:53<00:42,  3.42it/s]

 61%|██████    | 224/370 [00:53<00:45,  3.23it/s]

 61%|██████    | 225/370 [00:53<00:47,  3.05it/s]

 61%|██████    | 226/370 [00:54<00:44,  3.21it/s]

 61%|██████▏   | 227/370 [00:54<00:44,  3.18it/s]

 62%|██████▏   | 228/370 [00:54<00:44,  3.19it/s]

 62%|██████▏   | 229/370 [00:55<00:44,  3.15it/s]

 62%|██████▏   | 230/370 [00:55<00:43,  3.19it/s]

 62%|██████▏   | 231/370 [00:55<00:41,  3.33it/s]

 63%|██████▎   | 232/370 [00:56<00:43,  3.18it/s]

 63%|██████▎   | 233/370 [00:56<00:43,  3.14it/s]

 63%|██████▎   | 234/370 [00:56<00:41,  3.26it/s]

 64%|██████▎   | 235/370 [00:56<00:39,  3.38it/s]

 64%|██████▍   | 236/370 [00:57<00:40,  3.31it/s]

 64%|██████▍   | 237/370 [00:57<00:39,  3.34it/s]

 64%|██████▍   | 238/370 [00:57<00:39,  3.32it/s]

 65%|██████▍   | 239/370 [00:58<00:39,  3.29it/s]

 65%|██████▍   | 240/370 [00:58<00:40,  3.25it/s]

 65%|██████▌   | 241/370 [00:58<00:39,  3.24it/s]

 65%|██████▌   | 242/370 [00:59<00:38,  3.30it/s]

 66%|██████▌   | 243/370 [00:59<00:42,  2.99it/s]

 66%|██████▌   | 244/370 [00:59<00:47,  2.67it/s]

 66%|██████▌   | 245/370 [01:00<00:43,  2.88it/s]

 66%|██████▋   | 246/370 [01:00<00:40,  3.06it/s]

 67%|██████▋   | 247/370 [01:00<00:36,  3.41it/s]

 67%|██████▋   | 248/370 [01:00<00:33,  3.63it/s]

 67%|██████▋   | 249/370 [01:01<00:33,  3.62it/s]

 68%|██████▊   | 250/370 [01:01<00:34,  3.52it/s]

 68%|██████▊   | 251/370 [01:01<00:32,  3.61it/s]

 68%|██████▊   | 252/370 [01:02<00:36,  3.23it/s]

 68%|██████▊   | 253/370 [01:02<00:35,  3.30it/s]

 69%|██████▊   | 254/370 [01:02<00:34,  3.31it/s]

 69%|██████▉   | 255/370 [01:03<00:35,  3.26it/s]

 69%|██████▉   | 256/370 [01:03<00:35,  3.20it/s]

 69%|██████▉   | 257/370 [01:03<00:35,  3.20it/s]

 70%|██████▉   | 258/370 [01:04<00:34,  3.28it/s]

 70%|███████   | 259/370 [01:04<00:33,  3.29it/s]

 70%|███████   | 260/370 [01:04<00:31,  3.51it/s]

 71%|███████   | 261/370 [01:04<00:31,  3.48it/s]

 71%|███████   | 262/370 [01:05<00:31,  3.38it/s]

 71%|███████   | 263/370 [01:05<00:32,  3.30it/s]

 71%|███████▏  | 264/370 [01:05<00:32,  3.22it/s]

 72%|███████▏  | 265/370 [01:06<00:31,  3.33it/s]

 72%|███████▏  | 266/370 [01:06<00:31,  3.29it/s]

 72%|███████▏  | 267/370 [01:06<00:31,  3.22it/s]

 72%|███████▏  | 268/370 [01:07<00:31,  3.21it/s]

 73%|███████▎  | 269/370 [01:07<00:33,  3.02it/s]

 73%|███████▎  | 270/370 [01:07<00:32,  3.09it/s]

 73%|███████▎  | 271/370 [01:08<00:32,  3.08it/s]

 74%|███████▎  | 272/370 [01:08<00:29,  3.29it/s]

 74%|███████▍  | 273/370 [01:08<00:29,  3.29it/s]

 74%|███████▍  | 274/370 [01:08<00:29,  3.23it/s]

 74%|███████▍  | 275/370 [01:09<00:29,  3.23it/s]

 75%|███████▍  | 276/370 [01:09<00:28,  3.27it/s]

 75%|███████▍  | 277/370 [01:09<00:28,  3.22it/s]

 75%|███████▌  | 278/370 [01:10<00:29,  3.14it/s]

 75%|███████▌  | 279/370 [01:10<00:28,  3.16it/s]

 76%|███████▌  | 280/370 [01:10<00:28,  3.11it/s]

 76%|███████▌  | 281/370 [01:11<00:27,  3.22it/s]

 76%|███████▌  | 282/370 [01:11<00:26,  3.30it/s]

 76%|███████▋  | 283/370 [01:11<00:26,  3.31it/s]

 77%|███████▋  | 284/370 [01:12<00:27,  3.08it/s]

 77%|███████▋  | 285/370 [01:12<00:28,  2.99it/s]

 77%|███████▋  | 286/370 [01:12<00:28,  3.00it/s]

 78%|███████▊  | 287/370 [01:13<00:26,  3.09it/s]

 78%|███████▊  | 288/370 [01:13<00:26,  3.14it/s]

 78%|███████▊  | 289/370 [01:13<00:24,  3.36it/s]

 78%|███████▊  | 290/370 [01:13<00:24,  3.28it/s]

 79%|███████▊  | 291/370 [01:14<00:24,  3.27it/s]

 79%|███████▉  | 292/370 [01:14<00:22,  3.39it/s]

 79%|███████▉  | 293/370 [01:14<00:23,  3.34it/s]

 79%|███████▉  | 294/370 [01:15<00:22,  3.42it/s]

 80%|███████▉  | 295/370 [01:15<00:21,  3.52it/s]

 80%|████████  | 296/370 [01:15<00:21,  3.51it/s]

 80%|████████  | 297/370 [01:16<00:21,  3.32it/s]

 81%|████████  | 298/370 [01:16<00:22,  3.13it/s]

 81%|████████  | 299/370 [01:16<00:22,  3.13it/s]

 81%|████████  | 300/370 [01:16<00:21,  3.22it/s]

 81%|████████▏ | 301/370 [01:17<00:21,  3.16it/s]

 82%|████████▏ | 302/370 [01:17<00:20,  3.32it/s]

 82%|████████▏ | 303/370 [01:17<00:20,  3.33it/s]

 82%|████████▏ | 304/370 [01:18<00:19,  3.35it/s]

 82%|████████▏ | 305/370 [01:18<00:19,  3.26it/s]

 83%|████████▎ | 306/370 [01:18<00:19,  3.29it/s]

 83%|████████▎ | 307/370 [01:19<00:18,  3.35it/s]

 83%|████████▎ | 308/370 [01:19<00:18,  3.42it/s]

 84%|████████▎ | 309/370 [01:19<00:17,  3.42it/s]

 84%|████████▍ | 310/370 [01:19<00:18,  3.32it/s]

 84%|████████▍ | 311/370 [01:20<00:17,  3.28it/s]

 84%|████████▍ | 312/370 [01:20<00:17,  3.28it/s]

 85%|████████▍ | 313/370 [01:20<00:17,  3.35it/s]

 85%|████████▍ | 314/370 [01:21<00:15,  3.56it/s]

 85%|████████▌ | 315/370 [01:21<00:15,  3.59it/s]

 85%|████████▌ | 316/370 [01:21<00:15,  3.54it/s]

 86%|████████▌ | 317/370 [01:21<00:15,  3.48it/s]

 86%|████████▌ | 318/370 [01:22<00:15,  3.32it/s]

 86%|████████▌ | 319/370 [01:22<00:14,  3.45it/s]

 86%|████████▋ | 320/370 [01:22<00:14,  3.50it/s]

 87%|████████▋ | 321/370 [01:23<00:13,  3.51it/s]

 87%|████████▋ | 322/370 [01:23<00:13,  3.59it/s]

 87%|████████▋ | 323/370 [01:23<00:13,  3.58it/s]

 88%|████████▊ | 324/370 [01:23<00:12,  3.67it/s]

 88%|████████▊ | 325/370 [01:24<00:12,  3.61it/s]

 88%|████████▊ | 326/370 [01:24<00:12,  3.51it/s]

 88%|████████▊ | 327/370 [01:24<00:12,  3.43it/s]

 89%|████████▊ | 328/370 [01:25<00:11,  3.64it/s]

 89%|████████▉ | 329/370 [01:25<00:11,  3.69it/s]

 89%|████████▉ | 330/370 [01:25<00:11,  3.55it/s]

 89%|████████▉ | 331/370 [01:25<00:11,  3.47it/s]

 90%|████████▉ | 332/370 [01:26<00:10,  3.52it/s]

 90%|█████████ | 333/370 [01:26<00:10,  3.60it/s]

 90%|█████████ | 334/370 [01:26<00:10,  3.53it/s]

 91%|█████████ | 335/370 [01:27<00:09,  3.64it/s]

 91%|█████████ | 336/370 [01:27<00:09,  3.61it/s]

 91%|█████████ | 337/370 [01:27<00:09,  3.50it/s]

 91%|█████████▏| 338/370 [01:27<00:09,  3.42it/s]

 92%|█████████▏| 339/370 [01:28<00:09,  3.43it/s]

 92%|█████████▏| 340/370 [01:28<00:08,  3.35it/s]

 92%|█████████▏| 341/370 [01:28<00:08,  3.45it/s]

 92%|█████████▏| 342/370 [01:29<00:07,  3.55it/s]

 93%|█████████▎| 343/370 [01:29<00:07,  3.69it/s]

 93%|█████████▎| 344/370 [01:29<00:07,  3.40it/s]

 93%|█████████▎| 345/370 [01:30<00:07,  3.17it/s]

 94%|█████████▎| 346/370 [01:30<00:07,  3.09it/s]

 94%|█████████▍| 347/370 [01:30<00:07,  3.11it/s]

 94%|█████████▍| 348/370 [01:30<00:06,  3.29it/s]

 94%|█████████▍| 349/370 [01:31<00:06,  3.22it/s]

 95%|█████████▍| 350/370 [01:31<00:05,  3.36it/s]

 95%|█████████▍| 351/370 [01:31<00:05,  3.23it/s]

 95%|█████████▌| 352/370 [01:32<00:05,  3.10it/s]

 95%|█████████▌| 353/370 [01:32<00:05,  3.14it/s]

 96%|█████████▌| 354/370 [01:32<00:05,  3.14it/s]

 96%|█████████▌| 355/370 [01:33<00:04,  3.33it/s]

 96%|█████████▌| 356/370 [01:33<00:04,  3.49it/s]

 96%|█████████▋| 357/370 [01:33<00:03,  3.61it/s]

 97%|█████████▋| 358/370 [01:33<00:03,  3.89it/s]

 97%|█████████▋| 359/370 [01:34<00:02,  3.90it/s]

 97%|█████████▋| 360/370 [01:34<00:02,  3.74it/s]

 98%|█████████▊| 361/370 [01:34<00:02,  3.77it/s]

 98%|█████████▊| 362/370 [01:34<00:02,  3.81it/s]

 98%|█████████▊| 363/370 [01:35<00:01,  4.14it/s]

 98%|█████████▊| 364/370 [01:35<00:01,  3.82it/s]

 99%|█████████▊| 365/370 [01:35<00:01,  3.98it/s]

 99%|█████████▉| 366/370 [01:35<00:01,  3.95it/s]

 99%|█████████▉| 367/370 [01:36<00:00,  3.93it/s]

 99%|█████████▉| 368/370 [01:36<00:00,  3.92it/s]

100%|█████████▉| 369/370 [01:36<00:00,  3.85it/s]

100%|██████████| 370/370 [01:36<00:00,  4.07it/s]
                                                         

                                                 

 83%|████████▎ | 16500/19900 [8:25:53<1:13:41,  1.30s/it]

100%|██████████| 370/370 [02:03<00:00,  4.07it/s]

                                                 Saving model checkpoint to ./checkpoint-16500
Configuration saved in ./checkpoint-16500/config.json
Model weights saved in ./checkpoint-16500/pytorch_model.bin
Configuration saved in ./checkpoint-16500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-15000] due to args.save_total_limit

 83%|████████▎ | 16501/19900 [8:27:13<58:38:44, 62.11s/it]
 83%|████████▎ | 16502/19900 [8:27:14<41:24:27, 43.87s/it]
 83%|████████▎ | 16503/19900 [8:27:15<29:18:17, 31.06s/it]
 83%|████████▎ | 16504/19900 [8:27:16<20:50:02, 22.09s/it]
 83%|████████▎ | 16505/19900 [8:27:18<14:53:48, 15.80s/it]
 83%|████████▎ | 16506/19900 [8:27:19<10:44:21, 11.39s/it]
 83%|████████▎ | 16507/19900 [8:27:20<7:50:05,  8.31s/it] 
 83%|████████▎ | 16508/19900 [8:27:21<5:49:07,  6.18s/it]
 83%|████████▎ | 16509/19900 [8:27:22<4:22:54,  4.65s/it]
 83%|████████▎ | 16510/19900 [8:27:23<3:24:05,  3.61s/it]
 83%|████████▎ | 16511/19900 [8:27:24<2:40:27,  2.84s/it]
 83%|████████▎ | 16512/19900 [8:27:25<2:08:52,  2.28s/it]
 83%|████████▎ | 16513/19900 [8:27:26<1:46:32,  1.89s/it]
 83%|████████▎ | 16514/19900 [8:27:27<1:29:38,  1.59s/it]
 83%|████████▎ | 16515/19900 [8:27:29<1:34:51,  1.68s/it]
 83%|████████▎ | 16516/19900 [8:27:31<1:32:24,  1.64s/it]
 83%|████████▎ | 16517/19900 [8:27:32<1:26:36,  1.54s/it]
 83%|████████▎ | 16518/19900 [8:27:35<1:47:48,  1.91s/it]
 83%|████████▎ | 16519/19900 [8:27:37<1:51:10,  1.97s/it]
 83%|████████▎ | 16520/19900 [8:27:39<1:51:14,  1.97s/it]
 83%|████████▎ | 16521/19900 [8:27:41<1:49:05,  1.94s/it]
 83%|████████▎ | 16522/19900 [8:27:43<1:47:10,  1.90s/it]
 83%|████████▎ | 16523/19900 [8:27:44<1:44:57,  1.86s/it]
 83%|████████▎ | 16524/19900 [8:27:46<1:42:28,  1.82s/it]
 83%|████████▎ | 16525/19900 [8:27:48<1:43:14,  1.84s/it]
 83%|████████▎ | 16526/19900 [8:27:50<1:41:45,  1.81s/it]
 83%|████████▎ | 16527/19900 [8:27:51<1:40:38,  1.79s/it]
 83%|████████▎ | 16528/19900 [8:27:53<1:37:40,  1.74s/it]
 83%|████████▎ | 16529/19900 [8:27:55<1:35:58,  1.71s/it]
 83%|████████▎ | 16530/19900 [8:27:56<1:32:56,  1.65s/it]
 83%|████████▎ | 16531/19900 [8:27:58<1:31:14,  1.63s/it]
 83%|████████▎ | 16532/19900 [8:27:59<1:29:34,  1.60s/it]
 83%|████████▎ | 16533/19900 [8:28:01<1:28:35,  1.58s/it]
 83%|████████▎ | 16534/19900 [8:28:02<1:27:17,  1.56s/it]
 83%|████████▎ | 16535/19900 [8:28:04<1:26:41,  1.55s/it]
 83%|████████▎ | 16536/19900 [8:28:05<1:26:39,  1.55s/it]
 83%|████████▎ | 16537/19900 [8:28:07<1:25:58,  1.53s/it]
 83%|████████▎ | 16538/19900 [8:28:08<1:24:59,  1.52s/it]
 83%|████████▎ | 16539/19900 [8:28:10<1:24:01,  1.50s/it]
 83%|████████▎ | 16540/19900 [8:28:11<1:23:16,  1.49s/it]
 83%|████████▎ | 16541/19900 [8:28:13<1:22:01,  1.47s/it]
 83%|████████▎ | 16542/19900 [8:28:14<1:22:37,  1.48s/it]
 83%|████████▎ | 16543/19900 [8:28:16<1:21:24,  1.46s/it]
 83%|████████▎ | 16544/19900 [8:28:17<1:19:56,  1.43s/it]
 83%|████████▎ | 16545/19900 [8:28:18<1:17:56,  1.39s/it]
 83%|████████▎ | 16546/19900 [8:28:20<1:16:21,  1.37s/it]
 83%|████████▎ | 16547/19900 [8:28:21<1:15:02,  1.34s/it]
 83%|████████▎ | 16548/19900 [8:28:22<1:14:37,  1.34s/it]
 83%|████████▎ | 16549/19900 [8:28:23<1:13:29,  1.32s/it]
 83%|████████▎ | 16550/19900 [8:28:25<1:13:21,  1.31s/it]
 83%|████████▎ | 16551/19900 [8:28:26<1:12:38,  1.30s/it]
 83%|████████▎ | 16552/19900 [8:28:27<1:12:50,  1.31s/it]
 83%|████████▎ | 16553/19900 [8:28:29<1:12:16,  1.30s/it]
 83%|████████▎ | 16554/19900 [8:28:30<1:11:20,  1.28s/it]
 83%|████████▎ | 16555/19900 [8:28:31<1:10:14,  1.26s/it]
 83%|████████▎ | 16556/19900 [8:28:32<1:09:13,  1.24s/it]
 83%|████████▎ | 16557/19900 [8:28:33<1:07:55,  1.22s/it]
 83%|████████▎ | 16558/19900 [8:28:34<1:05:32,  1.18s/it]
 83%|████████▎ | 16559/19900 [8:28:36<1:04:19,  1.16s/it]
 83%|████████▎ | 16560/19900 [8:28:37<1:04:32,  1.16s/it]
 83%|████████▎ | 16561/19900 [8:28:38<1:03:19,  1.14s/it]
 83%|████████▎ | 16562/19900 [8:28:39<1:03:04,  1.13s/it]
 83%|████████▎ | 16563/19900 [8:28:40<1:00:41,  1.09s/it]
 83%|████████▎ | 16564/19900 [8:28:41<1:00:34,  1.09s/it]
 83%|████████▎ | 16565/19900 [8:28:42<57:58,  1.04s/it]  
 83%|████████▎ | 16566/19900 [8:28:43<55:23,  1.00it/s]
 83%|████████▎ | 16567/19900 [8:28:45<1:18:25,  1.41s/it]
 83%|████████▎ | 16568/19900 [8:28:47<1:29:42,  1.62s/it]
 83%|████████▎ | 16569/19900 [8:28:49<1:36:07,  1.73s/it]
 83%|████████▎ | 16570/19900 [8:28:51<1:40:34,  1.81s/it]
 83%|████████▎ | 16571/19900 [8:28:53<1:42:07,  1.84s/it]
 83%|████████▎ | 16572/19900 [8:28:55<1:41:48,  1.84s/it]
 83%|████████▎ | 16573/19900 [8:28:57<1:42:27,  1.85s/it]
 83%|████████▎ | 16574/19900 [8:28:59<1:41:06,  1.82s/it]
 83%|████████▎ | 16575/19900 [8:29:00<1:39:23,  1.79s/it]
 83%|████████▎ | 16576/19900 [8:29:02<1:37:50,  1.77s/it]
 83%|████████▎ | 16577/19900 [8:29:04<1:36:39,  1.75s/it]
 83%|████████▎ | 16578/19900 [8:29:06<1:35:47,  1.73s/it]
 83%|████████▎ | 16579/19900 [8:29:07<1:33:45,  1.69s/it]
 83%|████████▎ | 16580/19900 [8:29:09<1:31:24,  1.65s/it]
 83%|████████▎ | 16581/19900 [8:29:10<1:30:36,  1.64s/it]
 83%|████████▎ | 16582/19900 [8:29:12<1:28:52,  1.61s/it]
 83%|████████▎ | 16583/19900 [8:29:13<1:28:08,  1.59s/it]
 83%|████████▎ | 16584/19900 [8:29:15<1:26:28,  1.56s/it]
 83%|████████▎ | 16585/19900 [8:29:16<1:25:52,  1.55s/it]
 83%|████████▎ | 16586/19900 [8:29:18<1:25:30,  1.55s/it]
 83%|████████▎ | 16587/19900 [8:29:19<1:23:59,  1.52s/it]
 83%|████████▎ | 16588/19900 [8:29:21<1:23:00,  1.50s/it]
 83%|████████▎ | 16589/19900 [8:29:22<1:22:05,  1.49s/it]
 83%|████████▎ | 16590/19900 [8:29:24<1:22:11,  1.49s/it]
 83%|████████▎ | 16591/19900 [8:29:25<1:21:27,  1.48s/it]
 83%|████████▎ | 16592/19900 [8:29:27<1:20:01,  1.45s/it]
 83%|████████▎ | 16593/19900 [8:29:28<1:18:53,  1.43s/it]
 83%|████████▎ | 16594/19900 [8:29:29<1:17:54,  1.41s/it]
 83%|████████▎ | 16595/19900 [8:29:31<1:16:45,  1.39s/it]
 83%|████████▎ | 16596/19900 [8:29:32<1:14:55,  1.36s/it]
 83%|████████▎ | 16597/19900 [8:29:33<1:14:11,  1.35s/it]
 83%|████████▎ | 16598/19900 [8:29:35<1:11:13,  1.29s/it]
 83%|████████▎ | 16599/19900 [8:29:36<1:10:08,  1.28s/it]
 83%|████████▎ | 16600/19900 [8:29:37<1:09:27,  1.26s/it]
                                                         

 83%|████████▎ | 16600/19900 [8:29:37<1:09:27,  1.26s/it]
 83%|████████▎ | 16601/19900 [8:29:38<1:09:14,  1.26s/it]
 83%|████████▎ | 16602/19900 [8:29:40<1:09:46,  1.27s/it]
 83%|████████▎ | 16603/19900 [8:29:41<1:09:04,  1.26s/it]
 83%|████████▎ | 16604/19900 [8:29:42<1:08:00,  1.24s/it]
 83%|████████▎ | 16605/19900 [8:29:43<1:07:32,  1.23s/it]
 83%|████████▎ | 16606/19900 [8:29:44<1:06:32,  1.21s/it]
 83%|████████▎ | 16607/19900 [8:29:46<1:06:21,  1.21s/it]
 83%|████████▎ | 16608/19900 [8:29:47<1:03:42,  1.16s/it]
 83%|████████▎ | 16609/19900 [8:29:48<1:02:16,  1.14s/it]
 83%|████████▎ | 16610/19900 [8:29:49<1:01:18,  1.12s/it]
 83%|████████▎ | 16611/19900 [8:29:50<1:00:02,  1.10s/it]
 83%|████████▎ | 16612/19900 [8:29:51<1:00:35,  1.11s/it]
 83%|████████▎ | 16613/19900 [8:29:52<58:48,  1.07s/it]  
 83%|████████▎ | 16614/19900 [8:29:53<56:41,  1.04s/it]
 83%|████████▎ | 16615/19900 [8:29:54<55:02,  1.01s/it]
 83%|████████▎ | 16616/19900 [8:29:56<1:19:35,  1.45s/it]
 84%|████████▎ | 16617/19900 [8:29:59<1:32:38,  1.69s/it]
 84%|████████▎ | 16618/19900 [8:30:01<1:39:16,  1.81s/it]
 84%|████████▎ | 16619/19900 [8:30:03<1:40:42,  1.84s/it]
 84%|████████▎ | 16620/19900 [8:30:04<1:40:45,  1.84s/it]
 84%|████████▎ | 16621/19900 [8:30:06<1:40:21,  1.84s/it]
 84%|████████▎ | 16622/19900 [8:30:08<1:39:53,  1.83s/it]
 84%|████████▎ | 16623/19900 [8:30:10<1:37:21,  1.78s/it]
 84%|████████▎ | 16624/19900 [8:30:12<1:37:37,  1.79s/it]
 84%|████████▎ | 16625/19900 [8:30:13<1:37:27,  1.79s/it]
 84%|████████▎ | 16626/19900 [8:30:15<1:36:10,  1.76s/it]
 84%|████████▎ | 16627/19900 [8:30:17<1:33:42,  1.72s/it]
 84%|████████▎ | 16628/19900 [8:30:18<1:31:45,  1.68s/it]
 84%|████████▎ | 16629/19900 [8:30:20<1:29:18,  1.64s/it]
 84%|████████▎ | 16630/19900 [8:30:21<1:28:24,  1.62s/it]
 84%|████████▎ | 16631/19900 [8:30:23<1:27:11,  1.60s/it]
 84%|████████▎ | 16632/19900 [8:30:24<1:25:43,  1.57s/it]
 84%|████████▎ | 16633/19900 [8:30:26<1:24:00,  1.54s/it]
 84%|████████▎ | 16634/19900 [8:30:27<1:22:51,  1.52s/it]
 84%|████████▎ | 16635/19900 [8:30:29<1:21:34,  1.50s/it]
 84%|████████▎ | 16636/19900 [8:30:30<1:21:27,  1.50s/it]
 84%|████████▎ | 16637/19900 [8:30:32<1:20:03,  1.47s/it]
 84%|████████▎ | 16638/19900 [8:30:33<1:20:17,  1.48s/it]
 84%|████████▎ | 16639/19900 [8:30:35<1:18:56,  1.45s/it]
 84%|████████▎ | 16640/19900 [8:30:36<1:19:41,  1.47s/it]
 84%|████████▎ | 16641/19900 [8:30:37<1:18:19,  1.44s/it]
 84%|████████▎ | 16642/19900 [8:30:39<1:16:56,  1.42s/it]
 84%|████████▎ | 16643/19900 [8:30:40<1:15:17,  1.39s/it]
 84%|████████▎ | 16644/19900 [8:30:41<1:13:59,  1.36s/it]
 84%|████████▎ | 16645/19900 [8:30:43<1:12:16,  1.33s/it]
 84%|████████▎ | 16646/19900 [8:30:44<1:11:30,  1.32s/it]
 84%|████████▎ | 16647/19900 [8:30:45<1:10:20,  1.30s/it]
 84%|████████▎ | 16648/19900 [8:30:47<1:09:46,  1.29s/it]
 84%|████████▎ | 16649/19900 [8:30:48<1:09:19,  1.28s/it]
 84%|████████▎ | 16650/19900 [8:30:49<1:08:08,  1.26s/it]
 84%|████████▎ | 16651/19900 [8:30:50<1:07:12,  1.24s/it]
 84%|████████▎ | 16652/19900 [8:30:51<1:07:14,  1.24s/it]
 84%|████████▎ | 16653/19900 [8:30:53<1:06:58,  1.24s/it]
 84%|████████▎ | 16654/19900 [8:30:54<1:05:42,  1.21s/it]
 84%|████████▎ | 16655/19900 [8:30:55<1:04:01,  1.18s/it]
 84%|████████▎ | 16656/19900 [8:30:56<1:03:53,  1.18s/it]
 84%|████████▎ | 16657/19900 [8:30:57<1:02:17,  1.15s/it]
 84%|████████▎ | 16658/19900 [8:30:58<1:00:41,  1.12s/it]
 84%|████████▎ | 16659/19900 [8:30:59<59:52,  1.11s/it]  
 84%|████████▎ | 16660/19900 [8:31:00<58:40,  1.09s/it]
 84%|████████▎ | 16661/19900 [8:31:01<57:35,  1.07s/it]
 84%|████████▎ | 16662/19900 [8:31:02<56:55,  1.05s/it]
 84%|████████▎ | 16663/19900 [8:31:03<55:03,  1.02s/it]
 84%|████████▎ | 16664/19900 [8:31:04<53:03,  1.02it/s]
 84%|████████▎ | 16665/19900 [8:31:07<1:16:31,  1.42s/it]
 84%|████████▎ | 16666/19900 [8:31:09<1:27:19,  1.62s/it]
 84%|████████▍ | 16667/19900 [8:31:11<1:34:47,  1.76s/it]
 84%|████████▍ | 16668/19900 [8:31:13<1:37:21,  1.81s/it]
 84%|████████▍ | 16669/19900 [8:31:15<1:38:29,  1.83s/it]
 84%|████████▍ | 16670/19900 [8:31:16<1:37:43,  1.82s/it]
 84%|████████▍ | 16671/19900 [8:31:18<1:37:13,  1.81s/it]
 84%|████████▍ | 16672/19900 [8:31:20<1:36:40,  1.80s/it]
 84%|████████▍ | 16673/19900 [8:31:22<1:36:19,  1.79s/it]
 84%|████████▍ | 16674/19900 [8:31:23<1:34:27,  1.76s/it]
 84%|████████▍ | 16675/19900 [8:31:25<1:32:39,  1.72s/it]
 84%|████████▍ | 16676/19900 [8:31:27<1:31:21,  1.70s/it]
 84%|████████▍ | 16677/19900 [8:31:28<1:29:59,  1.68s/it]
 84%|████████▍ | 16678/19900 [8:31:30<1:28:20,  1.65s/it]
 84%|████████▍ | 16679/19900 [8:31:31<1:26:49,  1.62s/it]
 84%|████████▍ | 16680/19900 [8:31:33<1:25:32,  1.59s/it]
 84%|████████▍ | 16681/19900 [8:31:35<1:25:09,  1.59s/it]
 84%|████████▍ | 16682/19900 [8:31:36<1:24:05,  1.57s/it]
 84%|████████▍ | 16683/19900 [8:31:38<1:23:28,  1.56s/it]
 84%|████████▍ | 16684/19900 [8:31:39<1:21:56,  1.53s/it]
 84%|████████▍ | 16685/19900 [8:31:41<1:20:23,  1.50s/it]
 84%|████████▍ | 16686/19900 [8:31:42<1:19:47,  1.49s/it]
 84%|████████▍ | 16687/19900 [8:31:43<1:18:44,  1.47s/it]
 84%|████████▍ | 16688/19900 [8:31:45<1:18:41,  1.47s/it]
 84%|████████▍ | 16689/19900 [8:31:46<1:17:54,  1.46s/it]
 84%|████████▍ | 16690/19900 [8:31:48<1:16:50,  1.44s/it]
 84%|████████▍ | 16691/19900 [8:31:49<1:17:25,  1.45s/it]
 84%|████████▍ | 16692/19900 [8:31:51<1:17:20,  1.45s/it]
 84%|████████▍ | 16693/19900 [8:31:52<1:16:09,  1.42s/it]
 84%|████████▍ | 16694/19900 [8:31:53<1:15:17,  1.41s/it]
 84%|████████▍ | 16695/19900 [8:31:55<1:13:01,  1.37s/it]
 84%|████████▍ | 16696/19900 [8:31:56<1:12:20,  1.35s/it]
 84%|████████▍ | 16697/19900 [8:31:57<1:10:55,  1.33s/it]
 84%|████████▍ | 16698/19900 [8:31:58<1:09:39,  1.31s/it]
 84%|████████▍ | 16699/19900 [8:32:00<1:07:58,  1.27s/it]
 84%|████████▍ | 16700/19900 [8:32:01<1:07:15,  1.26s/it]
                                                         

 84%|████████▍ | 16700/19900 [8:32:01<1:07:15,  1.26s/it]
 84%|████████▍ | 16701/19900 [8:32:02<1:06:51,  1.25s/it]
 84%|████████▍ | 16702/19900 [8:32:03<1:06:41,  1.25s/it]
 84%|████████▍ | 16703/19900 [8:32:05<1:05:31,  1.23s/it]
 84%|████████▍ | 16704/19900 [8:32:06<1:04:23,  1.21s/it]
 84%|████████▍ | 16705/19900 [8:32:07<1:03:52,  1.20s/it]
 84%|████████▍ | 16706/19900 [8:32:08<1:04:19,  1.21s/it]
 84%|████████▍ | 16707/19900 [8:32:09<1:03:37,  1.20s/it]
 84%|████████▍ | 16708/19900 [8:32:11<1:04:41,  1.22s/it]
 84%|████████▍ | 16709/19900 [8:32:12<1:03:23,  1.19s/it]
 84%|████████▍ | 16710/19900 [8:32:13<1:02:18,  1.17s/it]
 84%|████████▍ | 16711/19900 [8:32:14<59:24,  1.12s/it]  
 84%|████████▍ | 16712/19900 [8:32:15<57:05,  1.07s/it]
 84%|████████▍ | 16713/19900 [8:32:16<54:12,  1.02s/it]
 84%|████████▍ | 16714/19900 [8:32:18<1:07:22,  1.27s/it]
 84%|████████▍ | 16715/19900 [8:32:19<1:10:13,  1.32s/it]
 84%|████████▍ | 16716/19900 [8:32:20<1:08:35,  1.29s/it]
 84%|████████▍ | 16717/19900 [8:32:23<1:31:49,  1.73s/it]
 84%|████████▍ | 16718/19900 [8:32:25<1:38:45,  1.86s/it]
 84%|████████▍ | 16719/19900 [8:32:27<1:41:23,  1.91s/it]
 84%|████████▍ | 16720/19900 [8:32:29<1:41:31,  1.92s/it]
 84%|████████▍ | 16721/19900 [8:32:31<1:40:07,  1.89s/it]
 84%|████████▍ | 16722/19900 [8:32:33<1:38:15,  1.86s/it]
 84%|████████▍ | 16723/19900 [8:32:35<1:37:29,  1.84s/it]
 84%|████████▍ | 16724/19900 [8:32:36<1:35:38,  1.81s/it]
 84%|████████▍ | 16725/19900 [8:32:38<1:33:30,  1.77s/it]
 84%|████████▍ | 16726/19900 [8:32:40<1:31:51,  1.74s/it]
 84%|████████▍ | 16727/19900 [8:32:41<1:30:40,  1.71s/it]
 84%|████████▍ | 16728/19900 [8:32:43<1:29:20,  1.69s/it]
 84%|████████▍ | 16729/19900 [8:32:44<1:27:49,  1.66s/it]
 84%|████████▍ | 16730/19900 [8:32:46<1:26:00,  1.63s/it]
 84%|████████▍ | 16731/19900 [8:32:48<1:25:42,  1.62s/it]
 84%|████████▍ | 16732/19900 [8:32:49<1:24:39,  1.60s/it]
 84%|████████▍ | 16733/19900 [8:32:51<1:22:50,  1.57s/it]
 84%|████████▍ | 16734/19900 [8:32:52<1:21:51,  1.55s/it]
 84%|████████▍ | 16735/19900 [8:32:54<1:21:48,  1.55s/it]
 84%|████████▍ | 16736/19900 [8:32:55<1:20:52,  1.53s/it]
 84%|████████▍ | 16737/19900 [8:32:57<1:19:22,  1.51s/it]
 84%|████████▍ | 16738/19900 [8:32:58<1:18:23,  1.49s/it]
 84%|████████▍ | 16739/19900 [8:33:00<1:17:22,  1.47s/it]
 84%|████████▍ | 16740/19900 [8:33:01<1:18:11,  1.48s/it]
 84%|████████▍ | 16741/19900 [8:33:03<1:17:41,  1.48s/it]
 84%|████████▍ | 16742/19900 [8:33:04<1:17:11,  1.47s/it]
 84%|████████▍ | 16743/19900 [8:33:05<1:16:32,  1.45s/it]
 84%|████████▍ | 16744/19900 [8:33:07<1:14:02,  1.41s/it]
 84%|████████▍ | 16745/19900 [8:33:08<1:11:56,  1.37s/it]
 84%|████████▍ | 16746/19900 [8:33:09<1:10:31,  1.34s/it]
 84%|████████▍ | 16747/19900 [8:33:10<1:09:06,  1.32s/it]
 84%|████████▍ | 16748/19900 [8:33:12<1:08:53,  1.31s/it]
 84%|████████▍ | 16749/19900 [8:33:13<1:07:11,  1.28s/it]
 84%|████████▍ | 16750/19900 [8:33:14<1:06:24,  1.26s/it]
 84%|████████▍ | 16751/19900 [8:33:15<1:05:23,  1.25s/it]
 84%|████████▍ | 16752/19900 [8:33:17<1:05:18,  1.24s/it]
 84%|████████▍ | 16753/19900 [8:33:18<1:04:14,  1.22s/it]
 84%|████████▍ | 16754/19900 [8:33:19<1:04:03,  1.22s/it]
 84%|████████▍ | 16755/19900 [8:33:20<1:03:09,  1.21s/it]
 84%|████████▍ | 16756/19900 [8:33:21<1:02:44,  1.20s/it]
 84%|████████▍ | 16757/19900 [8:33:23<1:01:41,  1.18s/it]
 84%|████████▍ | 16758/19900 [8:33:24<1:00:12,  1.15s/it]
 84%|████████▍ | 16759/19900 [8:33:25<59:47,  1.14s/it]  
 84%|████████▍ | 16760/19900 [8:33:26<1:00:27,  1.16s/it]
 84%|████████▍ | 16761/19900 [8:33:27<58:16,  1.11s/it]  
 84%|████████▍ | 16762/19900 [8:33:28<56:21,  1.08s/it]
 84%|████████▍ | 16763/19900 [8:33:29<55:12,  1.06s/it]
 84%|████████▍ | 16764/19900 [8:33:30<53:12,  1.02s/it]
 84%|████████▍ | 16765/19900 [8:33:31<51:21,  1.02it/s]
 84%|████████▍ | 16766/19900 [8:33:33<1:12:58,  1.40s/it]
 84%|████████▍ | 16767/19900 [8:33:35<1:24:18,  1.61s/it]
 84%|████████▍ | 16768/19900 [8:33:37<1:29:07,  1.71s/it]
 84%|████████▍ | 16769/19900 [8:33:39<1:31:24,  1.75s/it]
 84%|████████▍ | 16770/19900 [8:33:41<1:33:19,  1.79s/it]
 84%|████████▍ | 16771/19900 [8:33:43<1:33:32,  1.79s/it]
 84%|████████▍ | 16772/19900 [8:33:44<1:33:01,  1.78s/it]
 84%|████████▍ | 16773/19900 [8:33:46<1:32:53,  1.78s/it]
 84%|████████▍ | 16774/19900 [8:33:48<1:30:29,  1.74s/it]
 84%|████████▍ | 16775/19900 [8:33:50<1:29:38,  1.72s/it]
 84%|████████▍ | 16776/19900 [8:33:51<1:28:28,  1.70s/it]
 84%|████████▍ | 16777/19900 [8:33:53<1:28:43,  1.70s/it]
 84%|████████▍ | 16778/19900 [8:33:55<1:27:03,  1.67s/it]
 84%|████████▍ | 16779/19900 [8:33:56<1:25:31,  1.64s/it]
 84%|████████▍ | 16780/19900 [8:33:58<1:23:56,  1.61s/it]
 84%|████████▍ | 16781/19900 [8:33:59<1:23:28,  1.61s/it]
 84%|████████▍ | 16782/19900 [8:34:01<1:24:22,  1.62s/it]
 84%|████████▍ | 16783/19900 [8:34:03<1:23:36,  1.61s/it]
 84%|████████▍ | 16784/19900 [8:34:04<1:22:36,  1.59s/it]
 84%|████████▍ | 16785/19900 [8:34:06<1:21:19,  1.57s/it]
 84%|████████▍ | 16786/19900 [8:34:07<1:18:59,  1.52s/it]
 84%|████████▍ | 16787/19900 [8:34:08<1:18:52,  1.52s/it]
 84%|████████▍ | 16788/19900 [8:34:10<1:17:02,  1.49s/it]
 84%|████████▍ | 16789/19900 [8:34:11<1:15:31,  1.46s/it]
 84%|████████▍ | 16790/19900 [8:34:13<1:14:08,  1.43s/it]
 84%|████████▍ | 16791/19900 [8:34:14<1:13:31,  1.42s/it]
 84%|████████▍ | 16792/19900 [8:34:15<1:12:38,  1.40s/it]
 84%|████████▍ | 16793/19900 [8:34:17<1:10:51,  1.37s/it]
 84%|████████▍ | 16794/19900 [8:34:18<1:09:57,  1.35s/it]
 84%|████████▍ | 16795/19900 [8:34:19<1:09:19,  1.34s/it]
 84%|████████▍ | 16796/19900 [8:34:21<1:09:31,  1.34s/it]
 84%|████████▍ | 16797/19900 [8:34:22<1:09:15,  1.34s/it]
 84%|████████▍ | 16798/19900 [8:34:23<1:08:45,  1.33s/it]
 84%|████████▍ | 16799/19900 [8:34:25<1:07:23,  1.30s/it]
 84%|████████▍ | 16800/19900 [8:34:26<1:06:03,  1.28s/it]
                                                         

 84%|████████▍ | 16800/19900 [8:34:26<1:06:03,  1.28s/it]
 84%|████████▍ | 16801/19900 [8:34:27<1:06:15,  1.28s/it]
 84%|████████▍ | 16802/19900 [8:34:28<1:05:44,  1.27s/it]
 84%|████████▍ | 16803/19900 [8:34:30<1:04:54,  1.26s/it]
 84%|████████▍ | 16804/19900 [8:34:31<1:03:17,  1.23s/it]
 84%|████████▍ | 16805/19900 [8:34:32<1:02:58,  1.22s/it]
 84%|████████▍ | 16806/19900 [8:34:33<1:01:27,  1.19s/it]
 84%|████████▍ | 16807/19900 [8:34:34<1:00:19,  1.17s/it]
 84%|████████▍ | 16808/19900 [8:34:35<59:39,  1.16s/it]  
 84%|████████▍ | 16809/19900 [8:34:36<58:53,  1.14s/it]
 84%|████████▍ | 16810/19900 [8:34:37<56:50,  1.10s/it]
 84%|████████▍ | 16811/19900 [8:34:38<55:21,  1.08s/it]
 84%|████████▍ | 16812/19900 [8:34:39<54:06,  1.05s/it]
 84%|████████▍ | 16813/19900 [8:34:40<52:15,  1.02s/it]
 84%|████████▍ | 16814/19900 [8:34:41<49:27,  1.04it/s]
 84%|████████▍ | 16815/19900 [8:34:44<1:12:26,  1.41s/it]
 85%|████████▍ | 16816/19900 [8:34:46<1:22:27,  1.60s/it]
 85%|████████▍ | 16817/19900 [8:34:48<1:27:14,  1.70s/it]
 85%|████████▍ | 16818/19900 [8:34:50<1:30:57,  1.77s/it]
 85%|████████▍ | 16819/19900 [8:34:51<1:32:21,  1.80s/it]
 85%|████████▍ | 16820/19900 [8:34:53<1:32:36,  1.80s/it]
 85%|████████▍ | 16821/19900 [8:34:55<1:32:03,  1.79s/it]
 85%|████████▍ | 16822/19900 [8:34:57<1:30:39,  1.77s/it]
 85%|████████▍ | 16823/19900 [8:34:58<1:29:10,  1.74s/it]
 85%|████████▍ | 16824/19900 [8:35:00<1:28:30,  1.73s/it]
 85%|████████▍ | 16825/19900 [8:35:02<1:26:28,  1.69s/it]
 85%|████████▍ | 16826/19900 [8:35:03<1:25:00,  1.66s/it]
 85%|████████▍ | 16827/19900 [8:35:05<1:23:19,  1.63s/it]
 85%|████████▍ | 16828/19900 [8:35:06<1:22:45,  1.62s/it]
 85%|████████▍ | 16829/19900 [8:35:08<1:21:16,  1.59s/it]
 85%|████████▍ | 16830/19900 [8:35:10<1:22:01,  1.60s/it]
 85%|████████▍ | 16831/19900 [8:35:11<1:20:48,  1.58s/it]
 85%|████████▍ | 16832/19900 [8:35:13<1:19:23,  1.55s/it]
 85%|████████▍ | 16833/19900 [8:35:14<1:17:16,  1.51s/it]
 85%|████████▍ | 16834/19900 [8:35:16<1:18:25,  1.53s/it]
 85%|████████▍ | 16835/19900 [8:35:17<1:17:20,  1.51s/it]
 85%|████████▍ | 16836/19900 [8:35:19<1:18:01,  1.53s/it]
 85%|████████▍ | 16837/19900 [8:35:20<1:16:01,  1.49s/it]
 85%|████████▍ | 16838/19900 [8:35:21<1:15:15,  1.47s/it]
 85%|████████▍ | 16839/19900 [8:35:23<1:14:02,  1.45s/it]
 85%|████████▍ | 16840/19900 [8:35:24<1:12:47,  1.43s/it]
 85%|████████▍ | 16841/19900 [8:35:26<1:11:13,  1.40s/it]
 85%|████████▍ | 16842/19900 [8:35:27<1:10:17,  1.38s/it]
 85%|████████▍ | 16843/19900 [8:35:28<1:10:08,  1.38s/it]
 85%|████████▍ | 16844/19900 [8:35:30<1:09:33,  1.37s/it]
 85%|████████▍ | 16845/19900 [8:35:31<1:08:24,  1.34s/it]
 85%|████████▍ | 16846/19900 [8:35:32<1:07:03,  1.32s/it]
 85%|████████▍ | 16847/19900 [8:35:33<1:06:25,  1.31s/it]
 85%|████████▍ | 16848/19900 [8:35:35<1:06:04,  1.30s/it]
 85%|████████▍ | 16849/19900 [8:35:36<1:06:59,  1.32s/it]
 85%|████████▍ | 16850/19900 [8:35:37<1:05:39,  1.29s/it]
 85%|████████▍ | 16851/19900 [8:35:39<1:06:53,  1.32s/it]
 85%|████████▍ | 16852/19900 [8:35:40<1:05:27,  1.29s/it]
 85%|████████▍ | 16853/19900 [8:35:41<1:04:19,  1.27s/it]
 85%|████████▍ | 16854/19900 [8:35:42<1:02:24,  1.23s/it]
 85%|████████▍ | 16855/19900 [8:35:43<1:00:43,  1.20s/it]
 85%|████████▍ | 16856/19900 [8:35:44<59:31,  1.17s/it]  
 85%|████████▍ | 16857/19900 [8:35:46<58:39,  1.16s/it]
 85%|████████▍ | 16858/19900 [8:35:47<57:41,  1.14s/it]
 85%|████████▍ | 16859/19900 [8:35:48<56:33,  1.12s/it]
 85%|████████▍ | 16860/19900 [8:35:49<54:59,  1.09s/it]
 85%|████████▍ | 16861/19900 [8:35:50<53:29,  1.06s/it]
 85%|████████▍ | 16862/19900 [8:35:51<52:37,  1.04s/it]
 85%|████████▍ | 16863/19900 [8:35:52<51:03,  1.01s/it]
 85%|████████▍ | 16864/19900 [8:35:54<1:11:19,  1.41s/it]
 85%|████████▍ | 16865/19900 [8:35:56<1:22:37,  1.63s/it]
 85%|████████▍ | 16866/19900 [8:35:58<1:28:59,  1.76s/it]
 85%|████████▍ | 16867/19900 [8:36:00<1:31:24,  1.81s/it]
 85%|████████▍ | 16868/19900 [8:36:02<1:32:22,  1.83s/it]
 85%|████████▍ | 16869/19900 [8:36:04<1:33:50,  1.86s/it]
 85%|████████▍ | 16870/19900 [8:36:06<1:33:17,  1.85s/it]
 85%|████████▍ | 16871/19900 [8:36:08<1:31:03,  1.80s/it]
 85%|████████▍ | 16872/19900 [8:36:09<1:29:17,  1.77s/it]
 85%|████████▍ | 16873/19900 [8:36:11<1:28:55,  1.76s/it]
 85%|████████▍ | 16874/19900 [8:36:13<1:27:35,  1.74s/it]
 85%|████████▍ | 16875/19900 [8:36:14<1:28:26,  1.75s/it]
 85%|████████▍ | 16876/19900 [8:36:16<1:25:34,  1.70s/it]
 85%|████████▍ | 16877/19900 [8:36:18<1:24:30,  1.68s/it]
 85%|████████▍ | 16878/19900 [8:36:19<1:22:59,  1.65s/it]
 85%|████████▍ | 16879/19900 [8:36:21<1:20:44,  1.60s/it]
 85%|████████▍ | 16880/19900 [8:36:22<1:19:10,  1.57s/it]
 85%|████████▍ | 16881/19900 [8:36:24<1:19:19,  1.58s/it]
 85%|████████▍ | 16882/19900 [8:36:25<1:18:30,  1.56s/it]
 85%|████████▍ | 16883/19900 [8:36:27<1:17:25,  1.54s/it]
 85%|████████▍ | 16884/19900 [8:36:28<1:16:46,  1.53s/it]
 85%|████████▍ | 16885/19900 [8:36:30<1:15:53,  1.51s/it]
 85%|████████▍ | 16886/19900 [8:36:31<1:15:22,  1.50s/it]
 85%|████████▍ | 16887/19900 [8:36:33<1:13:54,  1.47s/it]
 85%|████████▍ | 16888/19900 [8:36:34<1:13:20,  1.46s/it]
 85%|████████▍ | 16889/19900 [8:36:36<1:13:25,  1.46s/it]
 85%|████████▍ | 16890/19900 [8:36:37<1:13:01,  1.46s/it]
 85%|████████▍ | 16891/19900 [8:36:38<1:11:00,  1.42s/it]
 85%|████████▍ | 16892/19900 [8:36:40<1:10:34,  1.41s/it]
 85%|████████▍ | 16893/19900 [8:36:41<1:08:40,  1.37s/it]
 85%|████████▍ | 16894/19900 [8:36:42<1:07:54,  1.36s/it]
 85%|████████▍ | 16895/19900 [8:36:44<1:06:06,  1.32s/it]
 85%|████████▍ | 16896/19900 [8:36:45<1:04:45,  1.29s/it]
 85%|████████▍ | 16897/19900 [8:36:46<1:03:53,  1.28s/it]
 85%|████████▍ | 16898/19900 [8:36:47<1:03:48,  1.28s/it]
 85%|████████▍ | 16899/19900 [8:36:48<1:02:51,  1.26s/it]
 85%|████████▍ | 16900/19900 [8:36:50<1:03:10,  1.26s/it]
                                                         

 85%|████████▍ | 16900/19900 [8:36:50<1:03:10,  1.26s/it]
 85%|████████▍ | 16901/19900 [8:36:51<1:04:00,  1.28s/it]
 85%|████████▍ | 16902/19900 [8:36:52<1:01:38,  1.23s/it]
 85%|████████▍ | 16903/19900 [8:36:53<1:01:39,  1.23s/it]
 85%|████████▍ | 16904/19900 [8:36:55<1:00:42,  1.22s/it]
 85%|████████▍ | 16905/19900 [8:36:56<59:59,  1.20s/it]  
 85%|████████▍ | 16906/19900 [8:36:57<58:59,  1.18s/it]
 85%|████████▍ | 16907/19900 [8:36:58<57:39,  1.16s/it]
 85%|████████▍ | 16908/19900 [8:36:59<56:21,  1.13s/it]
 85%|████████▍ | 16909/19900 [8:37:00<55:40,  1.12s/it]
 85%|████████▍ | 16910/19900 [8:37:01<54:08,  1.09s/it]
 85%|████████▍ | 16911/19900 [8:37:02<52:19,  1.05s/it]
 85%|████████▍ | 16912/19900 [8:37:03<50:44,  1.02s/it]
 85%|████████▍ | 16913/19900 [8:37:05<1:02:47,  1.26s/it]
 85%|████████▍ | 16914/19900 [8:37:06<1:05:35,  1.32s/it]
 85%|████████▌ | 16915/19900 [8:37:08<1:04:10,  1.29s/it]
 85%|████████▌ | 16916/19900 [8:37:10<1:27:22,  1.76s/it]
 85%|████████▌ | 16917/19900 [8:37:13<1:33:09,  1.87s/it]
 85%|████████▌ | 16918/19900 [8:37:15<1:35:03,  1.91s/it]
 85%|████████▌ | 16919/19900 [8:37:17<1:35:53,  1.93s/it]
 85%|████████▌ | 16920/19900 [8:37:18<1:35:43,  1.93s/it]
 85%|████████▌ | 16921/19900 [8:37:20<1:33:39,  1.89s/it]
 85%|████████▌ | 16922/19900 [8:37:22<1:31:38,  1.85s/it]
 85%|████████▌ | 16923/19900 [8:37:24<1:30:01,  1.81s/it]
 85%|████████▌ | 16924/19900 [8:37:26<1:29:38,  1.81s/it]
 85%|████████▌ | 16925/19900 [8:37:27<1:28:19,  1.78s/it]
 85%|████████▌ | 16926/19900 [8:37:29<1:25:40,  1.73s/it]
 85%|████████▌ | 16927/19900 [8:37:30<1:23:37,  1.69s/it]
 85%|████████▌ | 16928/19900 [8:37:32<1:23:21,  1.68s/it]
 85%|████████▌ | 16929/19900 [8:37:34<1:21:49,  1.65s/it]
 85%|████████▌ | 16930/19900 [8:37:35<1:19:47,  1.61s/it]
 85%|████████▌ | 16931/19900 [8:37:37<1:18:27,  1.59s/it]
 85%|████████▌ | 16932/19900 [8:37:38<1:17:33,  1.57s/it]
 85%|████████▌ | 16933/19900 [8:37:40<1:17:08,  1.56s/it]
 85%|████████▌ | 16934/19900 [8:37:41<1:16:28,  1.55s/it]
 85%|████████▌ | 16935/19900 [8:37:43<1:14:54,  1.52s/it]
 85%|████████▌ | 16936/19900 [8:37:44<1:14:06,  1.50s/it]
 85%|████████▌ | 16937/19900 [8:37:46<1:14:03,  1.50s/it]
 85%|████████▌ | 16938/19900 [8:37:47<1:13:24,  1.49s/it]
 85%|████████▌ | 16939/19900 [8:37:49<1:12:36,  1.47s/it]
 85%|████████▌ | 16940/19900 [8:37:50<1:15:41,  1.53s/it]
 85%|████████▌ | 16941/19900 [8:37:52<1:13:46,  1.50s/it]
 85%|████████▌ | 16942/19900 [8:37:53<1:12:18,  1.47s/it]
 85%|████████▌ | 16943/19900 [8:37:54<1:09:49,  1.42s/it]
 85%|████████▌ | 16944/19900 [8:37:56<1:08:34,  1.39s/it]
 85%|████████▌ | 16945/19900 [8:37:57<1:09:22,  1.41s/it]
 85%|████████▌ | 16946/19900 [8:37:59<1:08:55,  1.40s/it]
 85%|████████▌ | 16947/19900 [8:38:00<1:08:19,  1.39s/it]
 85%|████████▌ | 16948/19900 [8:38:01<1:06:14,  1.35s/it]
 85%|████████▌ | 16949/19900 [8:38:02<1:04:54,  1.32s/it]
 85%|████████▌ | 16950/19900 [8:38:04<1:04:17,  1.31s/it]
 85%|████████▌ | 16951/19900 [8:38:05<1:03:33,  1.29s/it]
 85%|████████▌ | 16952/19900 [8:38:06<1:04:08,  1.31s/it]
 85%|████████▌ | 16953/19900 [8:38:08<1:02:02,  1.26s/it]
 85%|████████▌ | 16954/19900 [8:38:09<1:01:04,  1.24s/it]
 85%|████████▌ | 16955/19900 [8:38:10<1:00:32,  1.23s/it]
 85%|████████▌ | 16956/19900 [8:38:11<59:43,  1.22s/it]  
 85%|████████▌ | 16957/19900 [8:38:12<58:01,  1.18s/it]
 85%|████████▌ | 16958/19900 [8:38:13<55:58,  1.14s/it]
 85%|████████▌ | 16959/19900 [8:38:14<55:11,  1.13s/it]
 85%|████████▌ | 16960/19900 [8:38:15<53:29,  1.09s/it]
 85%|████████▌ | 16961/19900 [8:38:16<52:18,  1.07s/it]
 85%|████████▌ | 16962/19900 [8:38:17<51:22,  1.05s/it]
 85%|████████▌ | 16963/19900 [8:38:18<50:23,  1.03s/it]
 85%|████████▌ | 16964/19900 [8:38:19<48:27,  1.01it/s]
 85%|████████▌ | 16965/19900 [8:38:22<1:10:47,  1.45s/it]
 85%|████████▌ | 16966/19900 [8:38:24<1:21:34,  1.67s/it]
 85%|████████▌ | 16967/19900 [8:38:26<1:26:14,  1.76s/it]
 85%|████████▌ | 16968/19900 [8:38:28<1:29:11,  1.83s/it]
 85%|████████▌ | 16969/19900 [8:38:30<1:29:49,  1.84s/it]
 85%|████████▌ | 16970/19900 [8:38:32<1:29:49,  1.84s/it]
 85%|████████▌ | 16971/19900 [8:38:33<1:30:17,  1.85s/it]
 85%|████████▌ | 16972/19900 [8:38:35<1:30:36,  1.86s/it]
 85%|████████▌ | 16973/19900 [8:38:37<1:28:15,  1.81s/it]
 85%|████████▌ | 16974/19900 [8:38:39<1:26:47,  1.78s/it]
 85%|████████▌ | 16975/19900 [8:38:40<1:24:10,  1.73s/it]
 85%|████████▌ | 16976/19900 [8:38:42<1:22:40,  1.70s/it]
 85%|████████▌ | 16977/19900 [8:38:44<1:21:44,  1.68s/it]
 85%|████████▌ | 16978/19900 [8:38:45<1:20:59,  1.66s/it]
 85%|████████▌ | 16979/19900 [8:38:47<1:19:27,  1.63s/it]
 85%|████████▌ | 16980/19900 [8:38:48<1:18:12,  1.61s/it]
 85%|████████▌ | 16981/19900 [8:38:50<1:16:59,  1.58s/it]
 85%|████████▌ | 16982/19900 [8:38:51<1:15:56,  1.56s/it]
 85%|████████▌ | 16983/19900 [8:38:53<1:14:52,  1.54s/it]
 85%|████████▌ | 16984/19900 [8:38:54<1:13:44,  1.52s/it]
 85%|████████▌ | 16985/19900 [8:38:56<1:13:46,  1.52s/it]
 85%|████████▌ | 16986/19900 [8:38:57<1:13:12,  1.51s/it]
 85%|████████▌ | 16987/19900 [8:38:59<1:12:57,  1.50s/it]
 85%|████████▌ | 16988/19900 [8:39:00<1:11:35,  1.48s/it]
 85%|████████▌ | 16989/19900 [8:39:02<1:11:39,  1.48s/it]
 85%|████████▌ | 16990/19900 [8:39:03<1:10:48,  1.46s/it]
 85%|████████▌ | 16991/19900 [8:39:05<1:09:36,  1.44s/it]
 85%|████████▌ | 16992/19900 [8:39:06<1:08:30,  1.41s/it]
 85%|████████▌ | 16993/19900 [8:39:07<1:07:03,  1.38s/it]
 85%|████████▌ | 16994/19900 [8:39:09<1:06:25,  1.37s/it]
 85%|████████▌ | 16995/19900 [8:39:10<1:05:09,  1.35s/it]
 85%|████████▌ | 16996/19900 [8:39:11<1:04:58,  1.34s/it]
 85%|████████▌ | 16997/19900 [8:39:13<1:05:04,  1.34s/it]
 85%|████████▌ | 16998/19900 [8:39:14<1:05:02,  1.34s/it]
 85%|████████▌ | 16999/19900 [8:39:15<1:03:39,  1.32s/it]
 85%|████████▌ | 17000/19900 [8:39:16<1:02:30,  1.29s/it]
                                                         

 85%|████████▌ | 17000/19900 [8:39:16<1:02:30,  1.29s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.2093260288238525, 'eval_wer': 0.8718728870858689, 'eval_cer': 0.30506882326512275, 'eval_runtime': 123.6333, 'eval_samples_per_second': 23.926, 'eval_steps_per_second': 2.993, 'epoch': 82.91}
{'loss': 2.1637, 'learning_rate': 1.3881284916201116e-05, 'epoch': 83.42}
{'loss': 2.1648, 'learning_rate': 1.3462290502793295e-05, 'epoch': 83.92}
{'loss': 2.1639, 'learning_rate': 1.3043296089385474e-05, 'epoch': 84.42}
{'loss': 2.1513, 'learning_rate': 1.2624301675977652e-05, 'epoch': 84.92}
{'loss': 2.1455, 'learning_rate': 1.2205307262569831e-05, 'epoch': 85.43}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.81it/s]

  1%|          | 3/370 [00:00<01:03,  5.78it/s]

  1%|          | 4/370 [00:00<01:17,  4.72it/s]

  1%|▏         | 5/370 [00:00<01:20,  4.52it/s]

  2%|▏         | 6/370 [00:01<01:13,  4.93it/s]

  2%|▏         | 7/370 [00:01<01:23,  4.32it/s]

  2%|▏         | 8/370 [00:01<01:20,  4.48it/s]

  2%|▏         | 9/370 [00:01<01:22,  4.40it/s]

  3%|▎         | 10/370 [00:02<01:20,  4.46it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.45it/s]

  3%|▎         | 12/370 [00:02<01:22,  4.36it/s]

  4%|▎         | 13/370 [00:02<01:22,  4.32it/s]

  4%|▍         | 14/370 [00:03<01:26,  4.13it/s]

  4%|▍         | 15/370 [00:03<01:20,  4.38it/s]

  4%|▍         | 16/370 [00:03<01:22,  4.27it/s]

  5%|▍         | 17/370 [00:03<01:17,  4.54it/s]

  5%|▍         | 18/370 [00:03<01:14,  4.69it/s]

  5%|▌         | 19/370 [00:04<01:21,  4.29it/s]

  5%|▌         | 20/370 [00:04<01:25,  4.08it/s]

  6%|▌         | 21/370 [00:04<01:21,  4.29it/s]

  6%|▌         | 22/370 [00:04<01:15,  4.59it/s]

  6%|▌         | 23/370 [00:05<01:14,  4.66it/s]

  6%|▋         | 24/370 [00:05<01:16,  4.52it/s]

  7%|▋         | 25/370 [00:05<01:18,  4.40it/s]

  7%|▋         | 26/370 [00:05<01:15,  4.58it/s]

  7%|▋         | 27/370 [00:05<01:14,  4.61it/s]

  8%|▊         | 28/370 [00:06<01:15,  4.54it/s]

  8%|▊         | 29/370 [00:06<01:20,  4.25it/s]

  8%|▊         | 30/370 [00:06<01:25,  4.00it/s]

  8%|▊         | 31/370 [00:06<01:21,  4.16it/s]

  9%|▊         | 32/370 [00:07<01:19,  4.27it/s]

  9%|▉         | 33/370 [00:07<01:18,  4.30it/s]

  9%|▉         | 34/370 [00:07<01:18,  4.30it/s]

  9%|▉         | 35/370 [00:07<01:21,  4.12it/s]

 10%|▉         | 36/370 [00:08<01:19,  4.20it/s]

 10%|█         | 37/370 [00:08<01:15,  4.44it/s]

 10%|█         | 38/370 [00:08<01:15,  4.37it/s]

 11%|█         | 39/370 [00:08<01:18,  4.24it/s]

 11%|█         | 40/370 [00:09<01:18,  4.20it/s]

 11%|█         | 41/370 [00:09<01:14,  4.41it/s]

 11%|█▏        | 42/370 [00:09<01:16,  4.27it/s]

 12%|█▏        | 43/370 [00:09<01:16,  4.25it/s]

 12%|█▏        | 44/370 [00:09<01:13,  4.45it/s]

 12%|█▏        | 45/370 [00:10<01:19,  4.10it/s]

 12%|█▏        | 46/370 [00:10<01:16,  4.26it/s]

 13%|█▎        | 47/370 [00:10<01:22,  3.93it/s]

 13%|█▎        | 48/370 [00:11<01:23,  3.86it/s]

 13%|█▎        | 49/370 [00:11<01:17,  4.16it/s]

 14%|█▎        | 50/370 [00:11<01:10,  4.56it/s]

 14%|█▍        | 51/370 [00:11<01:13,  4.33it/s]

 14%|█▍        | 52/370 [00:11<01:08,  4.63it/s]

 14%|█▍        | 53/370 [00:12<01:12,  4.39it/s]

 15%|█▍        | 54/370 [00:12<01:13,  4.29it/s]

 15%|█▍        | 55/370 [00:12<01:15,  4.16it/s]

 15%|█▌        | 56/370 [00:12<01:13,  4.25it/s]

 15%|█▌        | 57/370 [00:12<01:06,  4.69it/s]

 16%|█▌        | 58/370 [00:13<01:10,  4.40it/s]

 16%|█▌        | 59/370 [00:13<01:09,  4.48it/s]

 16%|█▌        | 60/370 [00:13<01:06,  4.70it/s]

 16%|█▋        | 61/370 [00:13<01:05,  4.74it/s]

 17%|█▋        | 62/370 [00:14<01:06,  4.65it/s]

 17%|█▋        | 63/370 [00:14<01:02,  4.93it/s]

 17%|█▋        | 64/370 [00:14<01:02,  4.91it/s]

 18%|█▊        | 65/370 [00:14<01:05,  4.68it/s]

 18%|█▊        | 66/370 [00:14<01:03,  4.76it/s]

 18%|█▊        | 67/370 [00:15<01:06,  4.55it/s]

 18%|█▊        | 68/370 [00:15<01:11,  4.21it/s]

 19%|█▊        | 69/370 [00:15<01:08,  4.37it/s]

 19%|█▉        | 70/370 [00:15<01:06,  4.54it/s]

 19%|█▉        | 71/370 [00:16<01:09,  4.32it/s]

 19%|█▉        | 72/370 [00:16<01:03,  4.72it/s]

 20%|█▉        | 73/370 [00:16<01:03,  4.69it/s]

 20%|██        | 74/370 [00:16<01:05,  4.49it/s]

 20%|██        | 75/370 [00:16<01:07,  4.38it/s]

 21%|██        | 76/370 [00:17<01:03,  4.63it/s]

 21%|██        | 77/370 [00:17<01:01,  4.80it/s]

 21%|██        | 78/370 [00:17<01:03,  4.62it/s]

 21%|██▏       | 79/370 [00:17<01:03,  4.57it/s]

 22%|██▏       | 80/370 [00:17<01:03,  4.55it/s]

 22%|██▏       | 81/370 [00:18<01:02,  4.65it/s]

 22%|██▏       | 82/370 [00:18<01:02,  4.62it/s]

 22%|██▏       | 83/370 [00:18<01:04,  4.48it/s]

 23%|██▎       | 84/370 [00:18<01:04,  4.41it/s]

 23%|██▎       | 85/370 [00:19<01:02,  4.58it/s]

 23%|██▎       | 86/370 [00:19<01:01,  4.62it/s]

 24%|██▎       | 87/370 [00:19<01:00,  4.71it/s]

 24%|██▍       | 88/370 [00:19<01:03,  4.42it/s]

 24%|██▍       | 89/370 [00:20<01:05,  4.30it/s]

 24%|██▍       | 90/370 [00:20<01:03,  4.43it/s]

 25%|██▍       | 91/370 [00:20<01:01,  4.54it/s]

 25%|██▍       | 92/370 [00:20<01:09,  4.00it/s]

 25%|██▌       | 93/370 [00:21<01:10,  3.95it/s]

 25%|██▌       | 94/370 [00:21<01:08,  4.05it/s]

 26%|██▌       | 95/370 [00:21<01:11,  3.85it/s]

 26%|██▌       | 96/370 [00:21<01:11,  3.85it/s]

 26%|██▌       | 97/370 [00:22<01:07,  4.03it/s]

 26%|██▋       | 98/370 [00:22<01:05,  4.17it/s]

 27%|██▋       | 99/370 [00:22<01:03,  4.28it/s]

 27%|██▋       | 100/370 [00:22<01:00,  4.45it/s]

 27%|██▋       | 101/370 [00:22<00:59,  4.55it/s]

 28%|██▊       | 102/370 [00:23<00:57,  4.70it/s]

 28%|██▊       | 103/370 [00:23<00:54,  4.91it/s]

 28%|██▊       | 104/370 [00:23<00:59,  4.45it/s]

 28%|██▊       | 105/370 [00:23<00:58,  4.56it/s]

 29%|██▊       | 106/370 [00:23<01:00,  4.38it/s]

 29%|██▉       | 107/370 [00:24<00:59,  4.41it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.51it/s]

 29%|██▉       | 109/370 [00:24<01:01,  4.23it/s]

 30%|██▉       | 110/370 [00:24<00:58,  4.45it/s]

 30%|███       | 111/370 [00:25<00:56,  4.56it/s]

 30%|███       | 112/370 [00:25<00:58,  4.38it/s]

 31%|███       | 113/370 [00:25<00:59,  4.31it/s]

 31%|███       | 114/370 [00:25<01:00,  4.23it/s]

 31%|███       | 115/370 [00:26<01:06,  3.86it/s]

 31%|███▏      | 116/370 [00:26<01:06,  3.83it/s]

 32%|███▏      | 117/370 [00:26<01:11,  3.55it/s]

 32%|███▏      | 118/370 [00:26<01:07,  3.72it/s]

 32%|███▏      | 119/370 [00:27<01:07,  3.72it/s]

 32%|███▏      | 120/370 [00:27<01:05,  3.83it/s]

 33%|███▎      | 121/370 [00:27<01:03,  3.90it/s]

 33%|███▎      | 122/370 [00:27<01:01,  4.04it/s]

 33%|███▎      | 123/370 [00:28<00:57,  4.31it/s]

 34%|███▎      | 124/370 [00:28<00:51,  4.73it/s]

 34%|███▍      | 125/370 [00:28<00:54,  4.48it/s]

 34%|███▍      | 126/370 [00:28<00:54,  4.50it/s]

 34%|███▍      | 127/370 [00:29<00:56,  4.31it/s]

 35%|███▍      | 128/370 [00:29<01:00,  4.02it/s]

 35%|███▍      | 129/370 [00:29<01:06,  3.65it/s]

 35%|███▌      | 130/370 [00:29<01:06,  3.63it/s]

 35%|███▌      | 131/370 [00:30<01:08,  3.50it/s]

 36%|███▌      | 132/370 [00:30<01:02,  3.81it/s]

 36%|███▌      | 133/370 [00:30<01:00,  3.90it/s]

 36%|███▌      | 134/370 [00:30<01:00,  3.92it/s]

 36%|███▋      | 135/370 [00:31<01:00,  3.88it/s]

 37%|███▋      | 136/370 [00:31<00:59,  3.94it/s]

 37%|███▋      | 137/370 [00:31<00:59,  3.90it/s]

 37%|███▋      | 138/370 [00:31<00:59,  3.92it/s]

 38%|███▊      | 139/370 [00:32<00:58,  3.94it/s]

 38%|███▊      | 140/370 [00:32<00:56,  4.07it/s]

 38%|███▊      | 141/370 [00:32<01:01,  3.75it/s]

 38%|███▊      | 142/370 [00:33<01:01,  3.72it/s]

 39%|███▊      | 143/370 [00:33<00:59,  3.82it/s]

 39%|███▉      | 144/370 [00:33<01:00,  3.73it/s]

 39%|███▉      | 145/370 [00:33<01:09,  3.23it/s]

 39%|███▉      | 146/370 [00:34<01:04,  3.47it/s]

 40%|███▉      | 147/370 [00:34<01:10,  3.17it/s]

 40%|████      | 148/370 [00:34<01:07,  3.31it/s]

 40%|████      | 149/370 [00:35<01:03,  3.50it/s]

 41%|████      | 150/370 [00:35<00:55,  3.94it/s]

 41%|████      | 151/370 [00:35<00:54,  3.99it/s]

 41%|████      | 152/370 [00:35<00:53,  4.08it/s]

 41%|████▏     | 153/370 [00:36<00:52,  4.11it/s]

 42%|████▏     | 154/370 [00:36<00:52,  4.12it/s]

 42%|████▏     | 155/370 [00:36<00:50,  4.23it/s]

 42%|████▏     | 156/370 [00:36<00:53,  4.02it/s]

 42%|████▏     | 157/370 [00:36<00:52,  4.02it/s]

 43%|████▎     | 158/370 [00:37<00:52,  4.08it/s]

 43%|████▎     | 159/370 [00:37<00:48,  4.35it/s]

 43%|████▎     | 160/370 [00:37<00:49,  4.27it/s]

 44%|████▎     | 161/370 [00:37<00:49,  4.26it/s]

 44%|████▍     | 162/370 [00:38<00:49,  4.18it/s]

 44%|████▍     | 163/370 [00:38<00:47,  4.37it/s]

 44%|████▍     | 164/370 [00:38<00:47,  4.36it/s]

 45%|████▍     | 165/370 [00:38<00:49,  4.15it/s]

 45%|████▍     | 166/370 [00:39<00:49,  4.11it/s]

 45%|████▌     | 167/370 [00:39<00:48,  4.15it/s]

 45%|████▌     | 168/370 [00:39<00:47,  4.23it/s]

 46%|████▌     | 169/370 [00:39<00:46,  4.31it/s]

 46%|████▌     | 170/370 [00:40<00:48,  4.16it/s]

 46%|████▌     | 171/370 [00:40<00:49,  4.03it/s]

 46%|████▋     | 172/370 [00:40<00:48,  4.05it/s]

 47%|████▋     | 173/370 [00:40<00:43,  4.50it/s]

 47%|████▋     | 174/370 [00:40<00:46,  4.25it/s]

 47%|████▋     | 175/370 [00:41<00:44,  4.39it/s]

 48%|████▊     | 176/370 [00:41<00:42,  4.55it/s]

 48%|████▊     | 177/370 [00:41<00:45,  4.27it/s]

 48%|████▊     | 178/370 [00:41<00:43,  4.40it/s]

 48%|████▊     | 179/370 [00:42<00:47,  4.05it/s]

 49%|████▊     | 180/370 [00:42<00:42,  4.49it/s]

 49%|████▉     | 181/370 [00:42<00:46,  4.06it/s]

 49%|████▉     | 182/370 [00:42<00:45,  4.15it/s]

 49%|████▉     | 183/370 [00:43<00:46,  4.01it/s]

 50%|████▉     | 184/370 [00:43<00:45,  4.06it/s]

 50%|█████     | 185/370 [00:43<00:43,  4.26it/s]

 50%|█████     | 186/370 [00:43<00:43,  4.25it/s]

 51%|█████     | 187/370 [00:44<00:43,  4.17it/s]

 51%|█████     | 188/370 [00:44<00:43,  4.14it/s]

 51%|█████     | 189/370 [00:44<00:51,  3.53it/s]

 51%|█████▏    | 190/370 [00:44<00:47,  3.78it/s]

 52%|█████▏    | 191/370 [00:45<00:48,  3.72it/s]

 52%|█████▏    | 192/370 [00:45<00:47,  3.71it/s]

 52%|█████▏    | 193/370 [00:45<00:51,  3.46it/s]

 52%|█████▏    | 194/370 [00:45<00:44,  3.96it/s]

 53%|█████▎    | 195/370 [00:46<00:44,  3.96it/s]

 53%|█████▎    | 196/370 [00:46<00:42,  4.09it/s]

 53%|█████▎    | 197/370 [00:46<00:41,  4.19it/s]

 54%|█████▎    | 198/370 [00:46<00:41,  4.19it/s]

 54%|█████▍    | 199/370 [00:47<00:39,  4.29it/s]

 54%|█████▍    | 200/370 [00:47<00:40,  4.19it/s]

 54%|█████▍    | 201/370 [00:47<00:39,  4.26it/s]

 55%|█████▍    | 202/370 [00:47<00:39,  4.29it/s]

 55%|█████▍    | 203/370 [00:48<00:37,  4.42it/s]

 55%|█████▌    | 204/370 [00:48<00:40,  4.09it/s]

 55%|█████▌    | 205/370 [00:48<00:38,  4.27it/s]

 56%|█████▌    | 206/370 [00:48<00:42,  3.82it/s]

 56%|█████▌    | 207/370 [00:49<00:42,  3.87it/s]

 56%|█████▌    | 208/370 [00:49<00:43,  3.73it/s]

 56%|█████▋    | 209/370 [00:49<00:41,  3.84it/s]

 57%|█████▋    | 210/370 [00:49<00:43,  3.71it/s]

 57%|█████▋    | 211/370 [00:50<00:44,  3.60it/s]

 57%|█████▋    | 212/370 [00:50<00:42,  3.68it/s]

 58%|█████▊    | 213/370 [00:50<00:43,  3.63it/s]

 58%|█████▊    | 214/370 [00:51<00:40,  3.87it/s]

 58%|█████▊    | 215/370 [00:51<00:39,  3.88it/s]

 58%|█████▊    | 216/370 [00:51<00:38,  3.99it/s]

 59%|█████▊    | 217/370 [00:51<00:37,  4.06it/s]

 59%|█████▉    | 218/370 [00:51<00:35,  4.27it/s]

 59%|█████▉    | 219/370 [00:52<00:38,  3.90it/s]

 59%|█████▉    | 220/370 [00:52<00:40,  3.75it/s]

 60%|█████▉    | 221/370 [00:52<00:40,  3.66it/s]

 60%|██████    | 222/370 [00:53<00:38,  3.82it/s]

 60%|██████    | 223/370 [00:53<00:40,  3.64it/s]

 61%|██████    | 224/370 [00:53<00:44,  3.28it/s]

 61%|██████    | 225/370 [00:54<00:46,  3.14it/s]

 61%|██████    | 226/370 [00:54<00:44,  3.25it/s]

 61%|██████▏   | 227/370 [00:54<00:44,  3.21it/s]

 62%|██████▏   | 228/370 [00:55<00:44,  3.21it/s]

 62%|██████▏   | 229/370 [00:55<00:43,  3.21it/s]

 62%|██████▏   | 230/370 [00:55<00:43,  3.21it/s]

 62%|██████▏   | 231/370 [00:55<00:41,  3.33it/s]

 63%|██████▎   | 232/370 [00:56<00:43,  3.20it/s]

 63%|██████▎   | 233/370 [00:56<00:45,  3.01it/s]

 63%|██████▎   | 234/370 [00:56<00:43,  3.15it/s]

 64%|██████▎   | 235/370 [00:57<00:40,  3.31it/s]

 64%|██████▍   | 236/370 [00:57<00:38,  3.45it/s]

 64%|██████▍   | 237/370 [00:57<00:38,  3.43it/s]

 64%|██████▍   | 238/370 [00:57<00:37,  3.51it/s]

 65%|██████▍   | 239/370 [00:58<00:36,  3.57it/s]

 65%|██████▍   | 240/370 [00:58<00:38,  3.42it/s]

 65%|██████▌   | 241/370 [00:58<00:38,  3.39it/s]

 65%|██████▌   | 242/370 [00:59<00:36,  3.50it/s]

 66%|██████▌   | 243/370 [00:59<00:39,  3.19it/s]

 66%|██████▌   | 244/370 [00:59<00:41,  3.02it/s]

 66%|██████▌   | 245/370 [01:00<00:39,  3.17it/s]

 66%|██████▋   | 246/370 [01:00<00:37,  3.32it/s]

 67%|██████▋   | 247/370 [01:00<00:34,  3.59it/s]

 67%|██████▋   | 248/370 [01:00<00:32,  3.76it/s]

 67%|██████▋   | 249/370 [01:01<00:32,  3.73it/s]

 68%|██████▊   | 250/370 [01:01<00:33,  3.58it/s]

 68%|██████▊   | 251/370 [01:01<00:32,  3.65it/s]

 68%|██████▊   | 252/370 [01:02<00:36,  3.27it/s]

 68%|██████▊   | 253/370 [01:02<00:35,  3.32it/s]

 69%|██████▊   | 254/370 [01:02<00:34,  3.33it/s]

 69%|██████▉   | 255/370 [01:03<00:34,  3.32it/s]

 69%|██████▉   | 256/370 [01:03<00:35,  3.23it/s]

 69%|██████▉   | 257/370 [01:03<00:36,  3.12it/s]

 70%|██████▉   | 258/370 [01:04<00:35,  3.15it/s]

 70%|███████   | 259/370 [01:04<00:34,  3.19it/s]

 70%|███████   | 260/370 [01:04<00:32,  3.37it/s]

 71%|███████   | 261/370 [01:04<00:33,  3.29it/s]

 71%|███████   | 262/370 [01:05<00:32,  3.28it/s]

 71%|███████   | 263/370 [01:05<00:35,  3.03it/s]

 71%|███████▏  | 264/370 [01:05<00:35,  2.98it/s]

 72%|███████▏  | 265/370 [01:06<00:33,  3.12it/s]

 72%|███████▏  | 266/370 [01:06<00:33,  3.13it/s]

 72%|███████▏  | 267/370 [01:06<00:33,  3.09it/s]

 72%|███████▏  | 268/370 [01:07<00:32,  3.11it/s]

 73%|███████▎  | 269/370 [01:07<00:33,  3.05it/s]

 73%|███████▎  | 270/370 [01:07<00:32,  3.10it/s]

 73%|███████▎  | 271/370 [01:08<00:31,  3.10it/s]

 74%|███████▎  | 272/370 [01:08<00:29,  3.30it/s]

 74%|███████▍  | 273/370 [01:08<00:30,  3.16it/s]

 74%|███████▍  | 274/370 [01:09<00:29,  3.28it/s]

 74%|███████▍  | 275/370 [01:09<00:28,  3.35it/s]

 75%|███████▍  | 276/370 [01:09<00:28,  3.28it/s]

 75%|███████▍  | 277/370 [01:09<00:29,  3.19it/s]

 75%|███████▌  | 278/370 [01:10<00:29,  3.15it/s]

 75%|███████▌  | 279/370 [01:10<00:29,  3.09it/s]

 76%|███████▌  | 280/370 [01:10<00:29,  3.04it/s]

 76%|███████▌  | 281/370 [01:11<00:27,  3.18it/s]

 76%|███████▌  | 282/370 [01:11<00:27,  3.21it/s]

 76%|███████▋  | 283/370 [01:11<00:28,  3.10it/s]

 77%|███████▋  | 284/370 [01:12<00:27,  3.13it/s]

 77%|███████▋  | 285/370 [01:12<00:28,  3.01it/s]

 77%|███████▋  | 286/370 [01:12<00:27,  3.04it/s]

 78%|███████▊  | 287/370 [01:13<00:26,  3.13it/s]

 78%|███████▊  | 288/370 [01:13<00:27,  2.99it/s]

 78%|███████▊  | 289/370 [01:13<00:25,  3.22it/s]

 78%|███████▊  | 290/370 [01:14<00:25,  3.19it/s]

 79%|███████▊  | 291/370 [01:14<00:24,  3.21it/s]

 79%|███████▉  | 292/370 [01:14<00:23,  3.35it/s]

 79%|███████▉  | 293/370 [01:15<00:23,  3.31it/s]

 79%|███████▉  | 294/370 [01:15<00:22,  3.41it/s]

 80%|███████▉  | 295/370 [01:15<00:21,  3.48it/s]

 80%|████████  | 296/370 [01:15<00:23,  3.18it/s]

 80%|████████  | 297/370 [01:16<00:23,  3.16it/s]

 81%|████████  | 298/370 [01:16<00:23,  3.04it/s]

 81%|████████  | 299/370 [01:16<00:22,  3.18it/s]

 81%|████████  | 300/370 [01:17<00:21,  3.21it/s]

 81%|████████▏ | 301/370 [01:17<00:21,  3.14it/s]

 82%|████████▏ | 302/370 [01:17<00:20,  3.31it/s]

 82%|████████▏ | 303/370 [01:18<00:20,  3.26it/s]

 82%|████████▏ | 304/370 [01:18<00:20,  3.16it/s]

 82%|████████▏ | 305/370 [01:18<00:21,  3.03it/s]

 83%|████████▎ | 306/370 [01:19<00:20,  3.13it/s]

 83%|████████▎ | 307/370 [01:19<00:19,  3.26it/s]

 83%|████████▎ | 308/370 [01:19<00:18,  3.33it/s]

 84%|████████▎ | 309/370 [01:19<00:18,  3.36it/s]

 84%|████████▍ | 310/370 [01:20<00:18,  3.28it/s]

 84%|████████▍ | 311/370 [01:20<00:18,  3.22it/s]

 84%|████████▍ | 312/370 [01:21<00:19,  3.05it/s]

 85%|████████▍ | 313/370 [01:21<00:18,  3.04it/s]

 85%|████████▍ | 314/370 [01:21<00:16,  3.30it/s]

 85%|████████▌ | 315/370 [01:21<00:16,  3.39it/s]

 85%|████████▌ | 316/370 [01:22<00:15,  3.41it/s]

 86%|████████▌ | 317/370 [01:22<00:15,  3.38it/s]

 86%|████████▌ | 318/370 [01:22<00:15,  3.28it/s]

 86%|████████▌ | 319/370 [01:23<00:14,  3.43it/s]

 86%|████████▋ | 320/370 [01:23<00:14,  3.48it/s]

 87%|████████▋ | 321/370 [01:23<00:14,  3.38it/s]

 87%|████████▋ | 322/370 [01:23<00:14,  3.42it/s]

 87%|████████▋ | 323/370 [01:24<00:14,  3.34it/s]

 88%|████████▊ | 324/370 [01:24<00:13,  3.47it/s]

 88%|████████▊ | 325/370 [01:24<00:13,  3.46it/s]

 88%|████████▊ | 326/370 [01:25<00:12,  3.40it/s]

 88%|████████▊ | 327/370 [01:25<00:12,  3.36it/s]

 89%|████████▊ | 328/370 [01:25<00:11,  3.58it/s]

 89%|████████▉ | 329/370 [01:25<00:11,  3.65it/s]

 89%|████████▉ | 330/370 [01:26<00:11,  3.51it/s]

 89%|████████▉ | 331/370 [01:26<00:12,  3.23it/s]

 90%|████████▉ | 332/370 [01:26<00:11,  3.32it/s]

 90%|█████████ | 333/370 [01:27<00:11,  3.34it/s]

 90%|█████████ | 334/370 [01:27<00:10,  3.36it/s]

 91%|█████████ | 335/370 [01:27<00:10,  3.49it/s]

 91%|█████████ | 336/370 [01:27<00:09,  3.56it/s]

 91%|█████████ | 337/370 [01:28<00:09,  3.51it/s]

 91%|█████████▏| 338/370 [01:28<00:09,  3.41it/s]

 92%|█████████▏| 339/370 [01:28<00:09,  3.39it/s]

 92%|█████████▏| 340/370 [01:29<00:09,  3.31it/s]

 92%|█████████▏| 341/370 [01:29<00:08,  3.42it/s]

 92%|█████████▏| 342/370 [01:29<00:07,  3.52it/s]

 93%|█████████▎| 343/370 [01:29<00:07,  3.66it/s]

 93%|█████████▎| 344/370 [01:30<00:07,  3.39it/s]

 93%|█████████▎| 345/370 [01:30<00:07,  3.13it/s]

 94%|█████████▎| 346/370 [01:31<00:07,  3.07it/s]

 94%|█████████▍| 347/370 [01:31<00:07,  2.93it/s]

 94%|█████████▍| 348/370 [01:31<00:06,  3.15it/s]

 94%|█████████▍| 349/370 [01:31<00:06,  3.15it/s]

 95%|█████████▍| 350/370 [01:32<00:06,  3.30it/s]

 95%|█████████▍| 351/370 [01:32<00:06,  3.16it/s]

 95%|█████████▌| 352/370 [01:32<00:05,  3.09it/s]

 95%|█████████▌| 353/370 [01:33<00:05,  3.19it/s]

 96%|█████████▌| 354/370 [01:33<00:05,  3.16it/s]

 96%|█████████▌| 355/370 [01:33<00:04,  3.35it/s]

 96%|█████████▌| 356/370 [01:34<00:03,  3.51it/s]

 96%|█████████▋| 357/370 [01:34<00:03,  3.64it/s]

 97%|█████████▋| 358/370 [01:34<00:03,  3.88it/s]

 97%|█████████▋| 359/370 [01:34<00:03,  3.50it/s]

 97%|█████████▋| 360/370 [01:35<00:02,  3.47it/s]

 98%|█████████▊| 361/370 [01:35<00:02,  3.58it/s]

 98%|█████████▊| 362/370 [01:35<00:02,  3.31it/s]

 98%|█████████▊| 363/370 [01:36<00:01,  3.68it/s]

 98%|█████████▊| 364/370 [01:36<00:01,  3.40it/s]

 99%|█████████▊| 365/370 [01:36<00:01,  3.66it/s]

 99%|█████████▉| 366/370 [01:36<00:01,  3.71it/s]

 99%|█████████▉| 367/370 [01:37<00:00,  3.58it/s]

 99%|█████████▉| 368/370 [01:37<00:00,  3.72it/s]

100%|█████████▉| 369/370 [01:37<00:00,  3.73it/s]

100%|██████████| 370/370 [01:37<00:00,  4.03it/s]
                                                         

                                                 

 85%|████████▌ | 17000/19900 [8:41:21<1:02:30,  1.29s/it]

100%|██████████| 370/370 [02:04<00:00,  4.03it/s]

                                                 Saving model checkpoint to ./checkpoint-17000
Configuration saved in ./checkpoint-17000/config.json
Model weights saved in ./checkpoint-17000/pytorch_model.bin
Configuration saved in ./checkpoint-17000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-15500] due to args.save_total_limit

 85%|████████▌ | 17001/19900 [8:42:48<51:50:56, 64.39s/it]
 85%|████████▌ | 17002/19900 [8:42:49<36:36:04, 45.47s/it]
 85%|████████▌ | 17003/19900 [8:42:51<25:54:30, 32.20s/it]
 85%|████████▌ | 17004/19900 [8:42:52<18:25:55, 22.91s/it]
 85%|████████▌ | 17005/19900 [8:42:53<13:10:10, 16.38s/it]
 85%|████████▌ | 17006/19900 [8:42:54<9:30:10, 11.82s/it] 
 85%|████████▌ | 17007/19900 [8:42:55<6:55:40,  8.62s/it]
 85%|████████▌ | 17008/19900 [8:42:56<5:07:04,  6.37s/it]
 85%|████████▌ | 17009/19900 [8:42:58<3:51:30,  4.80s/it]
 85%|████████▌ | 17010/19900 [8:42:59<2:58:09,  3.70s/it]
 85%|████████▌ | 17011/19900 [8:43:00<2:18:54,  2.88s/it]
 85%|████████▌ | 17012/19900 [8:43:01<1:52:36,  2.34s/it]
 85%|████████▌ | 17013/19900 [8:43:02<1:33:11,  1.94s/it]
 85%|████████▌ | 17014/19900 [8:43:04<1:40:37,  2.09s/it]
 86%|████████▌ | 17015/19900 [8:43:06<1:40:51,  2.10s/it]
 86%|████████▌ | 17016/19900 [8:43:08<1:41:37,  2.11s/it]
 86%|████████▌ | 17017/19900 [8:43:10<1:39:16,  2.07s/it]
 86%|████████▌ | 17018/19900 [8:43:12<1:37:09,  2.02s/it]
 86%|████████▌ | 17019/19900 [8:43:14<1:34:56,  1.98s/it]
 86%|████████▌ | 17020/19900 [8:43:16<1:34:41,  1.97s/it]
 86%|████████▌ | 17021/19900 [8:43:18<1:33:58,  1.96s/it]
 86%|████████▌ | 17022/19900 [8:43:20<1:31:13,  1.90s/it]
 86%|████████▌ | 17023/19900 [8:43:21<1:26:46,  1.81s/it]
 86%|████████▌ | 17024/19900 [8:43:23<1:24:40,  1.77s/it]
 86%|████████▌ | 17025/19900 [8:43:25<1:23:23,  1.74s/it]
 86%|████████▌ | 17026/19900 [8:43:27<1:24:04,  1.76s/it]
 86%|████████▌ | 17027/19900 [8:43:28<1:22:15,  1.72s/it]
 86%|████████▌ | 17028/19900 [8:43:30<1:20:18,  1.68s/it]
 86%|████████▌ | 17029/19900 [8:43:31<1:19:13,  1.66s/it]
 86%|████████▌ | 17030/19900 [8:43:33<1:16:58,  1.61s/it]
 86%|████████▌ | 17031/19900 [8:43:34<1:15:25,  1.58s/it]
 86%|████████▌ | 17032/19900 [8:43:36<1:15:01,  1.57s/it]
 86%|████████▌ | 17033/19900 [8:43:37<1:13:13,  1.53s/it]
 86%|████████▌ | 17034/19900 [8:43:39<1:12:03,  1.51s/it]
 86%|████████▌ | 17035/19900 [8:43:40<1:12:58,  1.53s/it]
 86%|████████▌ | 17036/19900 [8:43:42<1:11:47,  1.50s/it]
 86%|████████▌ | 17037/19900 [8:43:43<1:11:14,  1.49s/it]
 86%|████████▌ | 17038/19900 [8:43:45<1:09:53,  1.47s/it]
 86%|████████▌ | 17039/19900 [8:43:46<1:10:48,  1.49s/it]
 86%|████████▌ | 17040/19900 [8:43:48<1:11:29,  1.50s/it]
 86%|████████▌ | 17041/19900 [8:43:49<1:08:22,  1.43s/it]
 86%|████████▌ | 17042/19900 [8:43:50<1:07:52,  1.43s/it]
 86%|████████▌ | 17043/19900 [8:43:52<1:05:33,  1.38s/it]
 86%|████████▌ | 17044/19900 [8:43:53<1:04:04,  1.35s/it]
 86%|████████▌ | 17045/19900 [8:43:54<1:03:16,  1.33s/it]
 86%|████████▌ | 17046/19900 [8:43:55<1:01:22,  1.29s/it]
 86%|████████▌ | 17047/19900 [8:43:57<1:00:15,  1.27s/it]
 86%|████████▌ | 17048/19900 [8:43:58<59:58,  1.26s/it]  
 86%|████████▌ | 17049/19900 [8:43:59<59:55,  1.26s/it]
 86%|████████▌ | 17050/19900 [8:44:00<58:55,  1.24s/it]
 86%|████████▌ | 17051/19900 [8:44:02<58:10,  1.23s/it]
 86%|████████▌ | 17052/19900 [8:44:03<58:29,  1.23s/it]
 86%|████████▌ | 17053/19900 [8:44:04<58:16,  1.23s/it]
 86%|████████▌ | 17054/19900 [8:44:05<56:51,  1.20s/it]
 86%|████████▌ | 17055/19900 [8:44:06<54:58,  1.16s/it]
 86%|████████▌ | 17056/19900 [8:44:07<53:51,  1.14s/it]
 86%|████████▌ | 17057/19900 [8:44:08<53:29,  1.13s/it]
 86%|████████▌ | 17058/19900 [8:44:10<53:44,  1.13s/it]
 86%|████████▌ | 17059/19900 [8:44:11<52:38,  1.11s/it]
 86%|████████▌ | 17060/19900 [8:44:12<51:05,  1.08s/it]
 86%|████████▌ | 17061/19900 [8:44:13<51:46,  1.09s/it]
 86%|████████▌ | 17062/19900 [8:44:14<50:11,  1.06s/it]
 86%|████████▌ | 17063/19900 [8:44:16<1:08:06,  1.44s/it]
 86%|████████▌ | 17064/19900 [8:44:18<1:17:05,  1.63s/it]
 86%|████████▌ | 17065/19900 [8:44:20<1:22:10,  1.74s/it]
 86%|████████▌ | 17066/19900 [8:44:22<1:24:04,  1.78s/it]
 86%|████████▌ | 17067/19900 [8:44:24<1:24:43,  1.79s/it]
 86%|████████▌ | 17068/19900 [8:44:26<1:24:44,  1.80s/it]
 86%|████████▌ | 17069/19900 [8:44:27<1:23:07,  1.76s/it]
 86%|████████▌ | 17070/19900 [8:44:29<1:22:12,  1.74s/it]
 86%|████████▌ | 17071/19900 [8:44:31<1:22:23,  1.75s/it]
 86%|████████▌ | 17072/19900 [8:44:33<1:21:52,  1.74s/it]
 86%|████████▌ | 17073/19900 [8:44:34<1:19:38,  1.69s/it]
 86%|████████▌ | 17074/19900 [8:44:36<1:18:01,  1.66s/it]
 86%|████████▌ | 17075/19900 [8:44:37<1:16:10,  1.62s/it]
 86%|████████▌ | 17076/19900 [8:44:39<1:16:24,  1.62s/it]
 86%|████████▌ | 17077/19900 [8:44:40<1:14:59,  1.59s/it]
 86%|████████▌ | 17078/19900 [8:44:42<1:14:28,  1.58s/it]
 86%|████████▌ | 17079/19900 [8:44:43<1:13:38,  1.57s/it]
 86%|████████▌ | 17080/19900 [8:44:45<1:13:28,  1.56s/it]
 86%|████████▌ | 17081/19900 [8:44:46<1:12:20,  1.54s/it]
 86%|████████▌ | 17082/19900 [8:44:48<1:11:10,  1.52s/it]
 86%|████████▌ | 17083/19900 [8:44:49<1:10:05,  1.49s/it]
 86%|████████▌ | 17084/19900 [8:44:51<1:09:29,  1.48s/it]
 86%|████████▌ | 17085/19900 [8:44:52<1:08:56,  1.47s/it]
 86%|████████▌ | 17086/19900 [8:44:54<1:09:07,  1.47s/it]
 86%|████████▌ | 17087/19900 [8:44:55<1:07:32,  1.44s/it]
 86%|████████▌ | 17088/19900 [8:44:56<1:06:24,  1.42s/it]
 86%|████████▌ | 17089/19900 [8:44:58<1:05:03,  1.39s/it]
 86%|████████▌ | 17090/19900 [8:44:59<1:04:25,  1.38s/it]
 86%|████████▌ | 17091/19900 [8:45:00<1:02:49,  1.34s/it]
 86%|████████▌ | 17092/19900 [8:45:02<1:01:40,  1.32s/it]
 86%|████████▌ | 17093/19900 [8:45:03<1:02:28,  1.34s/it]
 86%|████████▌ | 17094/19900 [8:45:04<1:01:40,  1.32s/it]
 86%|████████▌ | 17095/19900 [8:45:06<1:00:05,  1.29s/it]
 86%|████████▌ | 17096/19900 [8:45:07<59:57,  1.28s/it]  
 86%|████████▌ | 17097/19900 [8:45:08<59:03,  1.26s/it]
 86%|████████▌ | 17098/19900 [8:45:09<58:01,  1.24s/it]
 86%|████████▌ | 17099/19900 [8:45:10<57:41,  1.24s/it]
 86%|████████▌ | 17100/19900 [8:45:12<56:40,  1.21s/it]
                                                       

 86%|████████▌ | 17100/19900 [8:45:12<56:40,  1.21s/it]
 86%|████████▌ | 17101/19900 [8:45:13<55:51,  1.20s/it]
 86%|████████▌ | 17102/19900 [8:45:14<54:33,  1.17s/it]
 86%|████████▌ | 17103/19900 [8:45:15<53:30,  1.15s/it]
 86%|████████▌ | 17104/19900 [8:45:16<52:57,  1.14s/it]
 86%|████████▌ | 17105/19900 [8:45:17<52:24,  1.12s/it]
 86%|████████▌ | 17106/19900 [8:45:18<52:03,  1.12s/it]
 86%|████████▌ | 17107/19900 [8:45:19<52:03,  1.12s/it]
 86%|████████▌ | 17108/19900 [8:45:20<50:14,  1.08s/it]
 86%|████████▌ | 17109/19900 [8:45:21<49:09,  1.06s/it]
 86%|████████▌ | 17110/19900 [8:45:22<48:39,  1.05s/it]
 86%|████████▌ | 17111/19900 [8:45:23<46:37,  1.00s/it]
 86%|████████▌ | 17112/19900 [8:45:25<58:22,  1.26s/it]
 86%|████████▌ | 17113/19900 [8:45:27<1:00:50,  1.31s/it]
 86%|████████▌ | 17114/19900 [8:45:28<1:00:42,  1.31s/it]
 86%|████████▌ | 17115/19900 [8:45:31<1:21:17,  1.75s/it]
 86%|████████▌ | 17116/19900 [8:45:33<1:26:14,  1.86s/it]
 86%|████████▌ | 17117/19900 [8:45:35<1:28:43,  1.91s/it]
 86%|████████▌ | 17118/19900 [8:45:37<1:27:25,  1.89s/it]
 86%|████████▌ | 17119/19900 [8:45:39<1:28:04,  1.90s/it]
 86%|████████▌ | 17120/19900 [8:45:40<1:26:22,  1.86s/it]
 86%|████████▌ | 17121/19900 [8:45:42<1:24:48,  1.83s/it]
 86%|████████▌ | 17122/19900 [8:45:44<1:24:39,  1.83s/it]
 86%|████████▌ | 17123/19900 [8:45:46<1:23:47,  1.81s/it]
 86%|████████▌ | 17124/19900 [8:45:47<1:21:34,  1.76s/it]
 86%|████████▌ | 17125/19900 [8:45:49<1:20:03,  1.73s/it]
 86%|████████▌ | 17126/19900 [8:45:51<1:19:13,  1.71s/it]
 86%|████████▌ | 17127/19900 [8:45:52<1:19:09,  1.71s/it]
 86%|████████▌ | 17128/19900 [8:45:54<1:17:39,  1.68s/it]
 86%|████████▌ | 17129/19900 [8:45:56<1:15:35,  1.64s/it]
 86%|████████▌ | 17130/19900 [8:45:57<1:13:48,  1.60s/it]
 86%|████████▌ | 17131/19900 [8:45:59<1:13:01,  1.58s/it]
 86%|████████▌ | 17132/19900 [8:46:00<1:11:50,  1.56s/it]
 86%|████████▌ | 17133/19900 [8:46:02<1:10:38,  1.53s/it]
 86%|████████▌ | 17134/19900 [8:46:03<1:09:37,  1.51s/it]
 86%|████████▌ | 17135/19900 [8:46:05<1:09:02,  1.50s/it]
 86%|████████▌ | 17136/19900 [8:46:06<1:08:48,  1.49s/it]
 86%|████████▌ | 17137/19900 [8:46:07<1:08:35,  1.49s/it]
 86%|████████▌ | 17138/19900 [8:46:09<1:07:15,  1.46s/it]
 86%|████████▌ | 17139/19900 [8:46:10<1:06:29,  1.44s/it]
 86%|████████▌ | 17140/19900 [8:46:12<1:05:18,  1.42s/it]
 86%|████████▌ | 17141/19900 [8:46:13<1:04:38,  1.41s/it]
 86%|████████▌ | 17142/19900 [8:46:14<1:03:25,  1.38s/it]
 86%|████████▌ | 17143/19900 [8:46:16<1:02:50,  1.37s/it]
 86%|████████▌ | 17144/19900 [8:46:17<1:01:57,  1.35s/it]
 86%|████████▌ | 17145/19900 [8:46:18<1:01:28,  1.34s/it]
 86%|████████▌ | 17146/19900 [8:46:20<1:00:54,  1.33s/it]
 86%|████████▌ | 17147/19900 [8:46:21<59:40,  1.30s/it]  
 86%|████████▌ | 17148/19900 [8:46:22<1:00:45,  1.32s/it]
 86%|████████▌ | 17149/19900 [8:46:23<59:28,  1.30s/it]  
 86%|████████▌ | 17150/19900 [8:46:25<58:45,  1.28s/it]
 86%|████████▌ | 17151/19900 [8:46:26<58:00,  1.27s/it]
 86%|████████▌ | 17152/19900 [8:46:27<57:39,  1.26s/it]
 86%|████████▌ | 17153/19900 [8:46:28<57:07,  1.25s/it]
 86%|████████▌ | 17154/19900 [8:46:30<56:02,  1.22s/it]
 86%|████████▌ | 17155/19900 [8:46:31<55:01,  1.20s/it]
 86%|████████▌ | 17156/19900 [8:46:32<53:10,  1.16s/it]
 86%|████████▌ | 17157/19900 [8:46:33<50:38,  1.11s/it]
 86%|████████▌ | 17158/19900 [8:46:34<49:38,  1.09s/it]
 86%|████████▌ | 17159/19900 [8:46:35<49:51,  1.09s/it]
 86%|████████▌ | 17160/19900 [8:46:36<48:28,  1.06s/it]
 86%|████████▌ | 17161/19900 [8:46:37<48:20,  1.06s/it]
 86%|████████▌ | 17162/19900 [8:46:38<47:27,  1.04s/it]
 86%|████████▌ | 17163/19900 [8:46:39<45:58,  1.01s/it]
 86%|████████▋ | 17164/19900 [8:46:41<1:05:43,  1.44s/it]
 86%|████████▋ | 17165/19900 [8:46:44<1:15:52,  1.66s/it]
 86%|████████▋ | 17166/19900 [8:46:46<1:21:07,  1.78s/it]
 86%|████████▋ | 17167/19900 [8:46:47<1:23:00,  1.82s/it]
 86%|████████▋ | 17168/19900 [8:46:49<1:25:10,  1.87s/it]
 86%|████████▋ | 17169/19900 [8:46:51<1:24:24,  1.85s/it]
 86%|████████▋ | 17170/19900 [8:46:53<1:23:06,  1.83s/it]
 86%|████████▋ | 17171/19900 [8:46:55<1:21:27,  1.79s/it]
 86%|████████▋ | 17172/19900 [8:46:57<1:20:51,  1.78s/it]
 86%|████████▋ | 17173/19900 [8:46:58<1:20:26,  1.77s/it]
 86%|████████▋ | 17174/19900 [8:47:00<1:18:46,  1.73s/it]
 86%|████████▋ | 17175/19900 [8:47:02<1:17:43,  1.71s/it]
 86%|████████▋ | 17176/19900 [8:47:03<1:16:03,  1.68s/it]
 86%|████████▋ | 17177/19900 [8:47:05<1:13:57,  1.63s/it]
 86%|████████▋ | 17178/19900 [8:47:06<1:13:27,  1.62s/it]
 86%|████████▋ | 17179/19900 [8:47:08<1:12:43,  1.60s/it]
 86%|████████▋ | 17180/19900 [8:47:09<1:12:00,  1.59s/it]
 86%|████████▋ | 17181/19900 [8:47:11<1:10:15,  1.55s/it]
 86%|████████▋ | 17182/19900 [8:47:12<1:09:59,  1.55s/it]
 86%|████████▋ | 17183/19900 [8:47:14<1:09:17,  1.53s/it]
 86%|████████▋ | 17184/19900 [8:47:15<1:09:05,  1.53s/it]
 86%|████████▋ | 17185/19900 [8:47:17<1:08:47,  1.52s/it]
 86%|████████▋ | 17186/19900 [8:47:18<1:07:33,  1.49s/it]
 86%|████████▋ | 17187/19900 [8:47:20<1:06:05,  1.46s/it]
 86%|████████▋ | 17188/19900 [8:47:21<1:05:23,  1.45s/it]
 86%|████████▋ | 17189/19900 [8:47:23<1:04:33,  1.43s/it]
 86%|████████▋ | 17190/19900 [8:47:24<1:04:13,  1.42s/it]
 86%|████████▋ | 17191/19900 [8:47:25<1:03:03,  1.40s/it]
 86%|████████▋ | 17192/19900 [8:47:27<1:02:08,  1.38s/it]
 86%|████████▋ | 17193/19900 [8:47:28<1:02:07,  1.38s/it]
 86%|████████▋ | 17194/19900 [8:47:29<1:00:39,  1.34s/it]
 86%|████████▋ | 17195/19900 [8:47:31<1:00:55,  1.35s/it]
 86%|████████▋ | 17196/19900 [8:47:32<1:00:23,  1.34s/it]
 86%|████████▋ | 17197/19900 [8:47:33<58:52,  1.31s/it]  
 86%|████████▋ | 17198/19900 [8:47:34<58:33,  1.30s/it]
 86%|████████▋ | 17199/19900 [8:47:36<57:21,  1.27s/it]
 86%|████████▋ | 17200/19900 [8:47:37<57:19,  1.27s/it]
                                                       

 86%|████████▋ | 17200/19900 [8:47:37<57:19,  1.27s/it]
 86%|████████▋ | 17201/19900 [8:47:38<56:10,  1.25s/it]
 86%|████████▋ | 17202/19900 [8:47:39<55:34,  1.24s/it]
 86%|████████▋ | 17203/19900 [8:47:41<54:48,  1.22s/it]
 86%|████████▋ | 17204/19900 [8:47:42<54:56,  1.22s/it]
 86%|████████▋ | 17205/19900 [8:47:43<53:32,  1.19s/it]
 86%|████████▋ | 17206/19900 [8:47:44<53:12,  1.18s/it]
 86%|████████▋ | 17207/19900 [8:47:45<52:31,  1.17s/it]
 86%|████████▋ | 17208/19900 [8:47:46<50:54,  1.13s/it]
 86%|████████▋ | 17209/19900 [8:47:47<49:44,  1.11s/it]
 86%|████████▋ | 17210/19900 [8:47:48<49:02,  1.09s/it]
 86%|████████▋ | 17211/19900 [8:47:49<47:36,  1.06s/it]
 86%|████████▋ | 17212/19900 [8:47:50<46:35,  1.04s/it]
 86%|████████▋ | 17213/19900 [8:47:53<1:04:49,  1.45s/it]
 87%|████████▋ | 17214/19900 [8:47:55<1:13:26,  1.64s/it]
 87%|████████▋ | 17215/19900 [8:47:57<1:19:25,  1.77s/it]
 87%|████████▋ | 17216/19900 [8:47:59<1:20:31,  1.80s/it]
 87%|████████▋ | 17217/19900 [8:48:01<1:21:26,  1.82s/it]
 87%|████████▋ | 17218/19900 [8:48:02<1:21:08,  1.82s/it]
 87%|████████▋ | 17219/19900 [8:48:04<1:20:45,  1.81s/it]
 87%|████████▋ | 17220/19900 [8:48:06<1:19:15,  1.77s/it]
 87%|████████▋ | 17221/19900 [8:48:08<1:17:27,  1.73s/it]
 87%|████████▋ | 17222/19900 [8:48:09<1:15:50,  1.70s/it]
 87%|████████▋ | 17223/19900 [8:48:11<1:15:23,  1.69s/it]
 87%|████████▋ | 17224/19900 [8:48:12<1:14:14,  1.66s/it]
 87%|████████▋ | 17225/19900 [8:48:14<1:14:33,  1.67s/it]
 87%|████████▋ | 17226/19900 [8:48:16<1:13:42,  1.65s/it]
 87%|████████▋ | 17227/19900 [8:48:17<1:13:02,  1.64s/it]
 87%|████████▋ | 17228/19900 [8:48:19<1:11:38,  1.61s/it]
 87%|████████▋ | 17229/19900 [8:48:20<1:10:19,  1.58s/it]
 87%|████████▋ | 17230/19900 [8:48:22<1:10:40,  1.59s/it]
 87%|████████▋ | 17231/19900 [8:48:23<1:09:31,  1.56s/it]
 87%|████████▋ | 17232/19900 [8:48:25<1:09:28,  1.56s/it]
 87%|████████▋ | 17233/19900 [8:48:27<1:08:11,  1.53s/it]
 87%|████████▋ | 17234/19900 [8:48:28<1:07:49,  1.53s/it]
 87%|████████▋ | 17235/19900 [8:48:29<1:06:41,  1.50s/it]
 87%|████████▋ | 17236/19900 [8:48:31<1:06:09,  1.49s/it]
 87%|████████▋ | 17237/19900 [8:48:32<1:05:49,  1.48s/it]
 87%|████████▋ | 17238/19900 [8:48:34<1:04:01,  1.44s/it]
 87%|████████▋ | 17239/19900 [8:48:35<1:02:41,  1.41s/it]
 87%|████████▋ | 17240/19900 [8:48:36<1:01:41,  1.39s/it]
 87%|████████▋ | 17241/19900 [8:48:38<1:00:34,  1.37s/it]
 87%|████████▋ | 17242/19900 [8:48:39<59:28,  1.34s/it]  
 87%|████████▋ | 17243/19900 [8:48:40<58:17,  1.32s/it]
 87%|████████▋ | 17244/19900 [8:48:42<57:26,  1.30s/it]
 87%|████████▋ | 17245/19900 [8:48:43<56:48,  1.28s/it]
 87%|████████▋ | 17246/19900 [8:48:44<56:22,  1.27s/it]
 87%|████████▋ | 17247/19900 [8:48:45<56:06,  1.27s/it]
 87%|████████▋ | 17248/19900 [8:48:47<55:26,  1.25s/it]
 87%|████████▋ | 17249/19900 [8:48:48<55:11,  1.25s/it]
 87%|████████▋ | 17250/19900 [8:48:49<54:21,  1.23s/it]
 87%|████████▋ | 17251/19900 [8:48:50<54:26,  1.23s/it]
 87%|████████▋ | 17252/19900 [8:48:51<54:08,  1.23s/it]
 87%|████████▋ | 17253/19900 [8:48:52<52:29,  1.19s/it]
 87%|████████▋ | 17254/19900 [8:48:54<50:51,  1.15s/it]
 87%|████████▋ | 17255/19900 [8:48:55<50:03,  1.14s/it]
 87%|████████▋ | 17256/19900 [8:48:56<48:58,  1.11s/it]
 87%|████████▋ | 17257/19900 [8:48:57<48:28,  1.10s/it]
 87%|████████▋ | 17258/19900 [8:48:58<47:45,  1.08s/it]
 87%|████████▋ | 17259/19900 [8:48:59<47:53,  1.09s/it]
 87%|████████▋ | 17260/19900 [8:49:00<47:43,  1.08s/it]
 87%|████████▋ | 17261/19900 [8:49:01<46:09,  1.05s/it]
 87%|████████▋ | 17262/19900 [8:49:03<1:03:18,  1.44s/it]
 87%|████████▋ | 17263/19900 [8:49:05<1:12:34,  1.65s/it]
 87%|████████▋ | 17264/19900 [8:49:08<1:17:55,  1.77s/it]
 87%|████████▋ | 17265/19900 [8:49:10<1:21:28,  1.86s/it]
 87%|████████▋ | 17266/19900 [8:49:11<1:20:15,  1.83s/it]
 87%|████████▋ | 17267/19900 [8:49:13<1:20:23,  1.83s/it]
 87%|████████▋ | 17268/19900 [8:49:15<1:20:06,  1.83s/it]
 87%|████████▋ | 17269/19900 [8:49:17<1:18:41,  1.79s/it]
 87%|████████▋ | 17270/19900 [8:49:18<1:17:28,  1.77s/it]
 87%|████████▋ | 17271/19900 [8:49:20<1:16:00,  1.73s/it]
 87%|████████▋ | 17272/19900 [8:49:22<1:15:46,  1.73s/it]
 87%|████████▋ | 17273/19900 [8:49:23<1:14:13,  1.70s/it]
 87%|████████▋ | 17274/19900 [8:49:25<1:12:25,  1.65s/it]
 87%|████████▋ | 17275/19900 [8:49:27<1:11:36,  1.64s/it]
 87%|████████▋ | 17276/19900 [8:49:28<1:10:34,  1.61s/it]
 87%|████████▋ | 17277/19900 [8:49:30<1:09:04,  1.58s/it]
 87%|████████▋ | 17278/19900 [8:49:31<1:08:02,  1.56s/it]
 87%|████████▋ | 17279/19900 [8:49:33<1:08:28,  1.57s/it]
 87%|████████▋ | 17280/19900 [8:49:34<1:07:35,  1.55s/it]
 87%|████████▋ | 17281/19900 [8:49:36<1:06:20,  1.52s/it]
 87%|████████▋ | 17282/19900 [8:49:37<1:05:35,  1.50s/it]
 87%|████████▋ | 17283/19900 [8:49:39<1:05:57,  1.51s/it]
 87%|████████▋ | 17284/19900 [8:49:40<1:05:42,  1.51s/it]
 87%|████████▋ | 17285/19900 [8:49:42<1:04:59,  1.49s/it]
 87%|████████▋ | 17286/19900 [8:49:43<1:05:28,  1.50s/it]
 87%|████████▋ | 17287/19900 [8:49:45<1:03:53,  1.47s/it]
 87%|████████▋ | 17288/19900 [8:49:46<1:02:04,  1.43s/it]
 87%|████████▋ | 17289/19900 [8:49:47<1:00:24,  1.39s/it]
 87%|████████▋ | 17290/19900 [8:49:48<59:29,  1.37s/it]  
 87%|████████▋ | 17291/19900 [8:49:50<58:59,  1.36s/it]
 87%|████████▋ | 17292/19900 [8:49:51<58:22,  1.34s/it]
 87%|████████▋ | 17293/19900 [8:49:52<57:25,  1.32s/it]
 87%|████████▋ | 17294/19900 [8:49:54<56:33,  1.30s/it]
 87%|████████▋ | 17295/19900 [8:49:55<55:22,  1.28s/it]
 87%|████████▋ | 17296/19900 [8:49:56<54:39,  1.26s/it]
 87%|████████▋ | 17297/19900 [8:49:57<53:59,  1.24s/it]
 87%|████████▋ | 17298/19900 [8:49:59<53:45,  1.24s/it]
 87%|████████▋ | 17299/19900 [8:50:00<53:31,  1.23s/it]
 87%|████████▋ | 17300/19900 [8:50:01<53:31,  1.24s/it]
                                                       

 87%|████████▋ | 17300/19900 [8:50:01<53:31,  1.24s/it]
 87%|████████▋ | 17301/19900 [8:50:02<52:21,  1.21s/it]
 87%|████████▋ | 17302/19900 [8:50:03<51:17,  1.18s/it]
 87%|████████▋ | 17303/19900 [8:50:04<49:55,  1.15s/it]
 87%|████████▋ | 17304/19900 [8:50:05<48:46,  1.13s/it]
 87%|████████▋ | 17305/19900 [8:50:06<47:55,  1.11s/it]
 87%|████████▋ | 17306/19900 [8:50:08<46:51,  1.08s/it]
 87%|████████▋ | 17307/19900 [8:50:09<45:46,  1.06s/it]
 87%|████████▋ | 17308/19900 [8:50:10<45:20,  1.05s/it]
 87%|████████▋ | 17309/19900 [8:50:10<44:07,  1.02s/it]
 87%|████████▋ | 17310/19900 [8:50:11<43:24,  1.01s/it]
 87%|████████▋ | 17311/19900 [8:50:13<55:38,  1.29s/it]
 87%|████████▋ | 17312/19900 [8:50:15<58:40,  1.36s/it]
 87%|████████▋ | 17313/19900 [8:50:16<57:24,  1.33s/it]
 87%|████████▋ | 17314/19900 [8:50:19<1:17:13,  1.79s/it]
 87%|████████▋ | 17315/19900 [8:50:21<1:22:30,  1.92s/it]
 87%|████████▋ | 17316/19900 [8:50:23<1:24:20,  1.96s/it]
 87%|████████▋ | 17317/19900 [8:50:25<1:23:16,  1.93s/it]
 87%|████████▋ | 17318/19900 [8:50:27<1:21:36,  1.90s/it]
 87%|████████▋ | 17319/19900 [8:50:29<1:19:55,  1.86s/it]
 87%|████████▋ | 17320/19900 [8:50:31<1:18:56,  1.84s/it]
 87%|████████▋ | 17321/19900 [8:50:32<1:16:53,  1.79s/it]
 87%|████████▋ | 17322/19900 [8:50:34<1:15:45,  1.76s/it]
 87%|████████▋ | 17323/19900 [8:50:36<1:14:26,  1.73s/it]
 87%|████████▋ | 17324/19900 [8:50:37<1:12:34,  1.69s/it]
 87%|████████▋ | 17325/19900 [8:50:39<1:10:47,  1.65s/it]
 87%|████████▋ | 17326/19900 [8:50:40<1:10:38,  1.65s/it]
 87%|████████▋ | 17327/19900 [8:50:42<1:09:55,  1.63s/it]
 87%|████████▋ | 17328/19900 [8:50:44<1:09:10,  1.61s/it]
 87%|████████▋ | 17329/19900 [8:50:45<1:08:04,  1.59s/it]
 87%|████████▋ | 17330/19900 [8:50:47<1:06:47,  1.56s/it]
 87%|████████▋ | 17331/19900 [8:50:48<1:05:53,  1.54s/it]
 87%|████████▋ | 17332/19900 [8:50:50<1:04:56,  1.52s/it]
 87%|████████▋ | 17333/19900 [8:50:51<1:04:44,  1.51s/it]
 87%|████████▋ | 17334/19900 [8:50:52<1:03:51,  1.49s/it]
 87%|████████▋ | 17335/19900 [8:50:54<1:03:27,  1.48s/it]
 87%|████████▋ | 17336/19900 [8:50:55<1:02:41,  1.47s/it]
 87%|████████▋ | 17337/19900 [8:50:57<1:02:05,  1.45s/it]
 87%|████████▋ | 17338/19900 [8:50:58<1:02:20,  1.46s/it]
 87%|████████▋ | 17339/19900 [8:51:00<1:01:42,  1.45s/it]
 87%|████████▋ | 17340/19900 [8:51:01<1:00:15,  1.41s/it]
 87%|████████▋ | 17341/19900 [8:51:02<58:57,  1.38s/it]  
 87%|████████▋ | 17342/19900 [8:51:04<58:26,  1.37s/it]
 87%|████████▋ | 17343/19900 [8:51:05<57:42,  1.35s/it]
 87%|████████▋ | 17344/19900 [8:51:06<56:35,  1.33s/it]
 87%|████████▋ | 17345/19900 [8:51:08<56:29,  1.33s/it]
 87%|████████▋ | 17346/19900 [8:51:09<54:46,  1.29s/it]
 87%|████████▋ | 17347/19900 [8:51:10<54:25,  1.28s/it]
 87%|████████▋ | 17348/19900 [8:51:11<53:59,  1.27s/it]
 87%|████████▋ | 17349/19900 [8:51:13<53:09,  1.25s/it]
 87%|████████▋ | 17350/19900 [8:51:14<52:19,  1.23s/it]
 87%|████████▋ | 17351/19900 [8:51:15<52:18,  1.23s/it]
 87%|████████▋ | 17352/19900 [8:51:16<51:48,  1.22s/it]
 87%|████████▋ | 17353/19900 [8:51:17<50:45,  1.20s/it]
 87%|████████▋ | 17354/19900 [8:51:18<49:54,  1.18s/it]
 87%|████████▋ | 17355/19900 [8:51:19<48:21,  1.14s/it]
 87%|████████▋ | 17356/19900 [8:51:20<47:15,  1.11s/it]
 87%|████████▋ | 17357/19900 [8:51:22<46:40,  1.10s/it]
 87%|████████▋ | 17358/19900 [8:51:23<45:52,  1.08s/it]
 87%|████████▋ | 17359/19900 [8:51:24<45:19,  1.07s/it]
 87%|████████▋ | 17360/19900 [8:51:25<44:11,  1.04s/it]
 87%|████████▋ | 17361/19900 [8:51:26<43:27,  1.03s/it]
 87%|████████▋ | 17362/19900 [8:51:27<41:45,  1.01it/s]
 87%|████████▋ | 17363/19900 [8:51:29<59:21,  1.40s/it]
 87%|████████▋ | 17364/19900 [8:51:31<1:08:50,  1.63s/it]
 87%|████████▋ | 17365/19900 [8:51:33<1:15:05,  1.78s/it]
 87%|████████▋ | 17366/19900 [8:51:35<1:17:21,  1.83s/it]
 87%|████████▋ | 17367/19900 [8:51:37<1:17:07,  1.83s/it]
 87%|████████▋ | 17368/19900 [8:51:39<1:16:52,  1.82s/it]
 87%|████████▋ | 17369/19900 [8:51:40<1:15:29,  1.79s/it]
 87%|████████▋ | 17370/19900 [8:51:42<1:14:57,  1.78s/it]
 87%|████████▋ | 17371/19900 [8:51:44<1:13:51,  1.75s/it]
 87%|████████▋ | 17372/19900 [8:51:46<1:12:43,  1.73s/it]
 87%|████████▋ | 17373/19900 [8:51:47<1:11:18,  1.69s/it]
 87%|████████▋ | 17374/19900 [8:51:49<1:11:00,  1.69s/it]
 87%|████████▋ | 17375/19900 [8:51:50<1:10:19,  1.67s/it]
 87%|████████▋ | 17376/19900 [8:51:52<1:09:04,  1.64s/it]
 87%|████████▋ | 17377/19900 [8:51:54<1:08:42,  1.63s/it]
 87%|████████▋ | 17378/19900 [8:51:55<1:08:12,  1.62s/it]
 87%|████████▋ | 17379/19900 [8:51:57<1:06:35,  1.58s/it]
 87%|████████▋ | 17380/19900 [8:51:58<1:05:06,  1.55s/it]
 87%|████████▋ | 17381/19900 [8:52:00<1:03:54,  1.52s/it]
 87%|████████▋ | 17382/19900 [8:52:01<1:03:29,  1.51s/it]
 87%|████████▋ | 17383/19900 [8:52:03<1:04:15,  1.53s/it]
 87%|████████▋ | 17384/19900 [8:52:04<1:03:40,  1.52s/it]
 87%|████████▋ | 17385/19900 [8:52:06<1:02:36,  1.49s/it]
 87%|████████▋ | 17386/19900 [8:52:07<1:02:04,  1.48s/it]
 87%|████████▋ | 17387/19900 [8:52:09<1:01:19,  1.46s/it]
 87%|████████▋ | 17388/19900 [8:52:10<1:01:05,  1.46s/it]
 87%|████████▋ | 17389/19900 [8:52:11<59:03,  1.41s/it]  
 87%|████████▋ | 17390/19900 [8:52:13<57:57,  1.39s/it]
 87%|████████▋ | 17391/19900 [8:52:14<56:26,  1.35s/it]
 87%|████████▋ | 17392/19900 [8:52:15<56:00,  1.34s/it]
 87%|████████▋ | 17393/19900 [8:52:17<55:58,  1.34s/it]
 87%|████████▋ | 17394/19900 [8:52:18<55:37,  1.33s/it]
 87%|████████▋ | 17395/19900 [8:52:19<54:37,  1.31s/it]
 87%|████████▋ | 17396/19900 [8:52:20<53:45,  1.29s/it]
 87%|████████▋ | 17397/19900 [8:52:22<53:03,  1.27s/it]
 87%|████████▋ | 17398/19900 [8:52:23<52:06,  1.25s/it]
 87%|████████▋ | 17399/19900 [8:52:24<51:40,  1.24s/it]
 87%|████████▋ | 17400/19900 [8:52:25<51:27,  1.24s/it]
                                                       

 87%|████████▋ | 17400/19900 [8:52:25<51:27,  1.24s/it]
 87%|████████▋ | 17401/19900 [8:52:26<50:38,  1.22s/it]
 87%|████████▋ | 17402/19900 [8:52:28<50:43,  1.22s/it]
 87%|████████▋ | 17403/19900 [8:52:29<49:43,  1.19s/it]
 87%|████████▋ | 17404/19900 [8:52:30<48:36,  1.17s/it]
 87%|████████▋ | 17405/19900 [8:52:31<48:36,  1.17s/it]
 87%|████████▋ | 17406/19900 [8:52:32<46:57,  1.13s/it]
 87%|████████▋ | 17407/19900 [8:52:33<46:28,  1.12s/it]
 87%|████████▋ | 17408/19900 [8:52:34<45:00,  1.08s/it]
 87%|████████▋ | 17409/19900 [8:52:35<43:29,  1.05s/it]
 87%|████████▋ | 17410/19900 [8:52:36<42:19,  1.02s/it]
 87%|████████▋ | 17411/19900 [8:52:37<41:04,  1.01it/s]
 87%|████████▋ | 17412/19900 [8:52:39<57:51,  1.40s/it]
 88%|████████▊ | 17413/19900 [8:52:42<1:07:09,  1.62s/it]
 88%|████████▊ | 17414/19900 [8:52:44<1:12:48,  1.76s/it]
 88%|████████▊ | 17415/19900 [8:52:46<1:15:25,  1.82s/it]
 88%|████████▊ | 17416/19900 [8:52:48<1:17:21,  1.87s/it]
 88%|████████▊ | 17417/19900 [8:52:50<1:18:38,  1.90s/it]
 88%|████████▊ | 17418/19900 [8:52:51<1:17:43,  1.88s/it]
 88%|████████▊ | 17419/19900 [8:52:53<1:15:33,  1.83s/it]
 88%|████████▊ | 17420/19900 [8:52:55<1:15:03,  1.82s/it]
 88%|████████▊ | 17421/19900 [8:52:57<1:14:25,  1.80s/it]
 88%|████████▊ | 17422/19900 [8:52:58<1:12:03,  1.74s/it]
 88%|████████▊ | 17423/19900 [8:53:00<1:09:50,  1.69s/it]
 88%|████████▊ | 17424/19900 [8:53:01<1:08:04,  1.65s/it]
 88%|████████▊ | 17425/19900 [8:53:03<1:06:13,  1.61s/it]
 88%|████████▊ | 17426/19900 [8:53:04<1:05:43,  1.59s/it]
 88%|████████▊ | 17427/19900 [8:53:06<1:06:00,  1.60s/it]
 88%|████████▊ | 17428/19900 [8:53:08<1:05:03,  1.58s/it]
 88%|████████▊ | 17429/19900 [8:53:09<1:04:39,  1.57s/it]
 88%|████████▊ | 17430/19900 [8:53:11<1:04:25,  1.57s/it]
 88%|████████▊ | 17431/19900 [8:53:12<1:03:23,  1.54s/it]
 88%|████████▊ | 17432/19900 [8:53:14<1:02:55,  1.53s/it]
 88%|████████▊ | 17433/19900 [8:53:15<1:02:46,  1.53s/it]
 88%|████████▊ | 17434/19900 [8:53:17<1:02:19,  1.52s/it]
 88%|████████▊ | 17435/19900 [8:53:18<1:01:24,  1.49s/it]
 88%|████████▊ | 17436/19900 [8:53:20<1:00:52,  1.48s/it]
 88%|████████▊ | 17437/19900 [8:53:21<59:51,  1.46s/it]  
 88%|████████▊ | 17438/19900 [8:53:22<58:39,  1.43s/it]
 88%|████████▊ | 17439/19900 [8:53:24<57:34,  1.40s/it]
 88%|████████▊ | 17440/19900 [8:53:25<56:26,  1.38s/it]
 88%|████████▊ | 17441/19900 [8:53:26<55:55,  1.36s/it]
 88%|████████▊ | 17442/19900 [8:53:28<54:40,  1.33s/it]
 88%|████████▊ | 17443/19900 [8:53:29<53:42,  1.31s/it]
 88%|████████▊ | 17444/19900 [8:53:30<53:36,  1.31s/it]
 88%|████████▊ | 17445/19900 [8:53:31<52:26,  1.28s/it]
 88%|████████▊ | 17446/19900 [8:53:33<52:37,  1.29s/it]
 88%|████████▊ | 17447/19900 [8:53:34<52:03,  1.27s/it]
 88%|████████▊ | 17448/19900 [8:53:35<53:09,  1.30s/it]
 88%|████████▊ | 17449/19900 [8:53:36<52:16,  1.28s/it]
 88%|████████▊ | 17450/19900 [8:53:38<50:54,  1.25s/it]
 88%|████████▊ | 17451/19900 [8:53:39<49:48,  1.22s/it]
 88%|████████▊ | 17452/19900 [8:53:40<49:35,  1.22s/it]
 88%|████████▊ | 17453/19900 [8:53:41<49:17,  1.21s/it]
 88%|████████▊ | 17454/19900 [8:53:42<47:56,  1.18s/it]
 88%|████████▊ | 17455/19900 [8:53:43<46:16,  1.14s/it]
 88%|████████▊ | 17456/19900 [8:53:44<45:59,  1.13s/it]
 88%|████████▊ | 17457/19900 [8:53:45<44:20,  1.09s/it]
 88%|████████▊ | 17458/19900 [8:53:47<43:59,  1.08s/it]
 88%|████████▊ | 17459/19900 [8:53:48<43:00,  1.06s/it]
 88%|████████▊ | 17460/19900 [8:53:48<41:32,  1.02s/it]
 88%|████████▊ | 17461/19900 [8:53:51<58:28,  1.44s/it]
 88%|████████▊ | 17462/19900 [8:53:53<1:06:55,  1.65s/it]
 88%|████████▊ | 17463/19900 [8:53:55<1:10:49,  1.74s/it]
 88%|████████▊ | 17464/19900 [8:53:57<1:13:43,  1.82s/it]
 88%|████████▊ | 17465/19900 [8:53:59<1:14:31,  1.84s/it]
 88%|████████▊ | 17466/19900 [8:54:01<1:14:28,  1.84s/it]
 88%|████████▊ | 17467/19900 [8:54:03<1:14:14,  1.83s/it]
 88%|████████▊ | 17468/19900 [8:54:04<1:13:01,  1.80s/it]
 88%|████████▊ | 17469/19900 [8:54:06<1:11:41,  1.77s/it]
 88%|████████▊ | 17470/19900 [8:54:08<1:10:52,  1.75s/it]
 88%|████████▊ | 17471/19900 [8:54:09<1:09:48,  1.72s/it]
 88%|████████▊ | 17472/19900 [8:54:11<1:08:14,  1.69s/it]
 88%|████████▊ | 17473/19900 [8:54:12<1:06:59,  1.66s/it]
 88%|████████▊ | 17474/19900 [8:54:14<1:06:50,  1.65s/it]
 88%|████████▊ | 17475/19900 [8:54:16<1:06:05,  1.64s/it]
 88%|████████▊ | 17476/19900 [8:54:17<1:04:44,  1.60s/it]
 88%|████████▊ | 17477/19900 [8:54:19<1:04:25,  1.60s/it]
 88%|████████▊ | 17478/19900 [8:54:20<1:03:26,  1.57s/it]
 88%|████████▊ | 17479/19900 [8:54:22<1:03:01,  1.56s/it]
 88%|████████▊ | 17480/19900 [8:54:23<1:02:20,  1.55s/it]
 88%|████████▊ | 17481/19900 [8:54:25<1:01:27,  1.52s/it]
 88%|████████▊ | 17482/19900 [8:54:26<1:00:15,  1.50s/it]
 88%|████████▊ | 17483/19900 [8:54:28<59:29,  1.48s/it]  
 88%|████████▊ | 17484/19900 [8:54:29<59:06,  1.47s/it]
 88%|████████▊ | 17485/19900 [8:54:31<59:15,  1.47s/it]
 88%|████████▊ | 17486/19900 [8:54:32<58:59,  1.47s/it]
 88%|████████▊ | 17487/19900 [8:54:34<58:40,  1.46s/it]
 88%|████████▊ | 17488/19900 [8:54:35<57:06,  1.42s/it]
 88%|████████▊ | 17489/19900 [8:54:36<55:55,  1.39s/it]
 88%|████████▊ | 17490/19900 [8:54:38<55:36,  1.38s/it]
 88%|████████▊ | 17491/19900 [8:54:39<54:55,  1.37s/it]
 88%|████████▊ | 17492/19900 [8:54:40<53:37,  1.34s/it]
 88%|████████▊ | 17493/19900 [8:54:41<52:39,  1.31s/it]
 88%|████████▊ | 17494/19900 [8:54:43<52:16,  1.30s/it]
 88%|████████▊ | 17495/19900 [8:54:44<51:23,  1.28s/it]
 88%|████████▊ | 17496/19900 [8:54:45<50:40,  1.26s/it]
 88%|████████▊ | 17497/19900 [8:54:46<50:04,  1.25s/it]
 88%|████████▊ | 17498/19900 [8:54:48<50:06,  1.25s/it]
 88%|████████▊ | 17499/19900 [8:54:49<49:27,  1.24s/it]
 88%|████████▊ | 17500/19900 [8:54:50<48:30,  1.21s/it]
                                                       

 88%|████████▊ | 17500/19900 [8:54:50<48:30,  1.21s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.2055062055587769, 'eval_wer': 0.8624070317782285, 'eval_cer': 0.30053506514724504, 'eval_runtime': 124.9017, 'eval_samples_per_second': 23.683, 'eval_steps_per_second': 2.962, 'epoch': 85.43}
{'loss': 2.1356, 'learning_rate': 1.178631284916201e-05, 'epoch': 85.93}
{'loss': 2.1369, 'learning_rate': 1.1367318435754188e-05, 'epoch': 86.43}
{'loss': 2.1328, 'learning_rate': 1.0948324022346368e-05, 'epoch': 86.93}
{'loss': 2.1225, 'learning_rate': 1.0529329608938546e-05, 'epoch': 87.44}
{'loss': 2.1193, 'learning_rate': 1.0110335195530725e-05, 'epoch': 87.94}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:43,  8.43it/s]

  1%|          | 3/370 [00:00<01:03,  5.79it/s]

  1%|          | 4/370 [00:00<01:15,  4.83it/s]

  1%|▏         | 5/370 [00:01<01:21,  4.47it/s]

  2%|▏         | 6/370 [00:01<01:14,  4.89it/s]

  2%|▏         | 7/370 [00:01<01:22,  4.39it/s]

  2%|▏         | 8/370 [00:01<01:19,  4.53it/s]

  2%|▏         | 9/370 [00:01<01:20,  4.46it/s]

  3%|▎         | 10/370 [00:02<01:21,  4.43it/s]

  3%|▎         | 11/370 [00:02<01:25,  4.21it/s]

  3%|▎         | 12/370 [00:02<01:23,  4.26it/s]

  4%|▎         | 13/370 [00:02<01:24,  4.24it/s]

  4%|▍         | 14/370 [00:03<01:29,  3.96it/s]

  4%|▍         | 15/370 [00:03<01:23,  4.27it/s]

  4%|▍         | 16/370 [00:03<01:23,  4.22it/s]

  5%|▍         | 17/370 [00:03<01:18,  4.50it/s]

  5%|▍         | 18/370 [00:03<01:14,  4.71it/s]

  5%|▌         | 19/370 [00:04<01:18,  4.50it/s]

  5%|▌         | 20/370 [00:04<01:20,  4.37it/s]

  6%|▌         | 21/370 [00:04<01:16,  4.55it/s]

  6%|▌         | 22/370 [00:04<01:12,  4.81it/s]

  6%|▌         | 23/370 [00:05<01:12,  4.79it/s]

  6%|▋         | 24/370 [00:05<01:14,  4.65it/s]

  7%|▋         | 25/370 [00:05<01:16,  4.53it/s]

  7%|▋         | 26/370 [00:05<01:12,  4.73it/s]

  7%|▋         | 27/370 [00:05<01:13,  4.64it/s]

  8%|▊         | 28/370 [00:06<01:15,  4.56it/s]

  8%|▊         | 29/370 [00:06<01:18,  4.32it/s]

  8%|▊         | 30/370 [00:06<01:18,  4.31it/s]

  8%|▊         | 31/370 [00:06<01:22,  4.12it/s]

  9%|▊         | 32/370 [00:07<01:23,  4.04it/s]

  9%|▉         | 33/370 [00:07<01:20,  4.17it/s]

  9%|▉         | 34/370 [00:07<01:20,  4.17it/s]

  9%|▉         | 35/370 [00:07<01:22,  4.04it/s]

 10%|▉         | 36/370 [00:08<01:20,  4.14it/s]

 10%|█         | 37/370 [00:08<01:15,  4.40it/s]

 10%|█         | 38/370 [00:08<01:15,  4.40it/s]

 11%|█         | 39/370 [00:08<01:12,  4.56it/s]

 11%|█         | 40/370 [00:08<01:14,  4.41it/s]

 11%|█         | 41/370 [00:09<01:12,  4.51it/s]

 11%|█▏        | 42/370 [00:09<01:15,  4.32it/s]

 12%|█▏        | 43/370 [00:09<01:17,  4.24it/s]

 12%|█▏        | 44/370 [00:09<01:13,  4.43it/s]

 12%|█▏        | 45/370 [00:10<01:19,  4.08it/s]

 12%|█▏        | 46/370 [00:10<01:16,  4.26it/s]

 13%|█▎        | 47/370 [00:10<01:21,  3.96it/s]

 13%|█▎        | 48/370 [00:10<01:22,  3.88it/s]

 13%|█▎        | 49/370 [00:11<01:16,  4.19it/s]

 14%|█▎        | 50/370 [00:11<01:09,  4.62it/s]

 14%|█▍        | 51/370 [00:11<01:11,  4.44it/s]

 14%|█▍        | 52/370 [00:11<01:07,  4.71it/s]

 14%|█▍        | 53/370 [00:11<01:10,  4.49it/s]

 15%|█▍        | 54/370 [00:12<01:07,  4.66it/s]

 15%|█▍        | 55/370 [00:12<01:11,  4.38it/s]

 15%|█▌        | 56/370 [00:12<01:15,  4.17it/s]

 15%|█▌        | 57/370 [00:12<01:07,  4.63it/s]

 16%|█▌        | 58/370 [00:13<01:11,  4.34it/s]

 16%|█▌        | 59/370 [00:13<01:10,  4.44it/s]

 16%|█▌        | 60/370 [00:13<01:06,  4.70it/s]

 16%|█▋        | 61/370 [00:13<01:07,  4.56it/s]

 17%|█▋        | 62/370 [00:14<01:10,  4.34it/s]

 17%|█▋        | 63/370 [00:14<01:09,  4.42it/s]

 17%|█▋        | 64/370 [00:14<01:06,  4.62it/s]

 18%|█▊        | 65/370 [00:14<01:07,  4.55it/s]

 18%|█▊        | 66/370 [00:14<01:04,  4.69it/s]

 18%|█▊        | 67/370 [00:15<01:07,  4.52it/s]

 18%|█▊        | 68/370 [00:15<01:10,  4.26it/s]

 19%|█▊        | 69/370 [00:15<01:05,  4.60it/s]

 19%|█▉        | 70/370 [00:15<01:04,  4.68it/s]

 19%|█▉        | 71/370 [00:15<01:07,  4.44it/s]

 19%|█▉        | 72/370 [00:16<01:01,  4.82it/s]

 20%|█▉        | 73/370 [00:16<01:01,  4.80it/s]

 20%|██        | 74/370 [00:16<01:04,  4.57it/s]

 20%|██        | 75/370 [00:16<01:06,  4.44it/s]

 21%|██        | 76/370 [00:17<01:02,  4.67it/s]

 21%|██        | 77/370 [00:17<01:00,  4.84it/s]

 21%|██        | 78/370 [00:17<01:02,  4.67it/s]

 21%|██▏       | 79/370 [00:17<01:12,  4.00it/s]

 22%|██▏       | 80/370 [00:18<01:10,  4.12it/s]

 22%|██▏       | 81/370 [00:18<01:06,  4.34it/s]

 22%|██▏       | 82/370 [00:18<01:05,  4.42it/s]

 22%|██▏       | 83/370 [00:18<01:05,  4.39it/s]

 23%|██▎       | 84/370 [00:18<01:07,  4.26it/s]

 23%|██▎       | 85/370 [00:19<01:04,  4.44it/s]

 23%|██▎       | 86/370 [00:19<01:02,  4.52it/s]

 24%|██▎       | 87/370 [00:19<01:00,  4.65it/s]

 24%|██▍       | 88/370 [00:19<01:04,  4.35it/s]

 24%|██▍       | 89/370 [00:20<01:06,  4.21it/s]

 24%|██▍       | 90/370 [00:20<01:04,  4.36it/s]

 25%|██▍       | 91/370 [00:20<01:02,  4.48it/s]

 25%|██▍       | 92/370 [00:20<01:04,  4.29it/s]

 25%|██▌       | 93/370 [00:21<01:07,  4.13it/s]

 25%|██▌       | 94/370 [00:21<01:05,  4.19it/s]

 26%|██▌       | 95/370 [00:21<01:09,  3.96it/s]

 26%|██▌       | 96/370 [00:21<01:09,  3.92it/s]

 26%|██▌       | 97/370 [00:22<01:07,  4.04it/s]

 26%|██▋       | 98/370 [00:22<01:05,  4.17it/s]

 27%|██▋       | 99/370 [00:22<01:03,  4.30it/s]

 27%|██▋       | 100/370 [00:22<01:00,  4.47it/s]

 27%|██▋       | 101/370 [00:22<00:59,  4.55it/s]

 28%|██▊       | 102/370 [00:23<00:57,  4.67it/s]

 28%|██▊       | 103/370 [00:23<00:54,  4.91it/s]

 28%|██▊       | 104/370 [00:23<00:59,  4.44it/s]

 28%|██▊       | 105/370 [00:23<00:59,  4.46it/s]

 29%|██▊       | 106/370 [00:23<01:00,  4.33it/s]

 29%|██▉       | 107/370 [00:24<00:59,  4.39it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.48it/s]

 29%|██▉       | 109/370 [00:24<01:00,  4.29it/s]

 30%|██▉       | 110/370 [00:24<00:57,  4.49it/s]

 30%|███       | 111/370 [00:25<00:56,  4.55it/s]

 30%|███       | 112/370 [00:25<00:58,  4.45it/s]

 31%|███       | 113/370 [00:25<00:57,  4.47it/s]

 31%|███       | 114/370 [00:25<00:56,  4.52it/s]

 31%|███       | 115/370 [00:26<01:00,  4.23it/s]

 31%|███▏      | 116/370 [00:26<01:02,  4.07it/s]

 32%|███▏      | 117/370 [00:26<01:11,  3.52it/s]

 32%|███▏      | 118/370 [00:26<01:08,  3.69it/s]

 32%|███▏      | 119/370 [00:27<01:04,  3.87it/s]

 32%|███▏      | 120/370 [00:27<01:01,  4.08it/s]

 33%|███▎      | 121/370 [00:27<00:59,  4.22it/s]

 33%|███▎      | 122/370 [00:27<00:58,  4.27it/s]

 33%|███▎      | 123/370 [00:28<00:55,  4.44it/s]

 34%|███▎      | 124/370 [00:28<00:53,  4.61it/s]

 34%|███▍      | 125/370 [00:28<00:55,  4.44it/s]

 34%|███▍      | 126/370 [00:28<00:54,  4.51it/s]

 34%|███▍      | 127/370 [00:28<00:56,  4.33it/s]

 35%|███▍      | 128/370 [00:29<00:59,  4.08it/s]

 35%|███▍      | 129/370 [00:29<01:02,  3.86it/s]

 35%|███▌      | 130/370 [00:29<01:02,  3.84it/s]

 35%|███▌      | 131/370 [00:30<01:04,  3.73it/s]

 36%|███▌      | 132/370 [00:30<00:58,  4.06it/s]

 36%|███▌      | 133/370 [00:30<00:56,  4.18it/s]

 36%|███▌      | 134/370 [00:30<00:55,  4.22it/s]

 36%|███▋      | 135/370 [00:30<00:56,  4.17it/s]

 37%|███▋      | 136/370 [00:31<00:55,  4.23it/s]

 37%|███▋      | 137/370 [00:31<00:55,  4.19it/s]

 37%|███▋      | 138/370 [00:31<01:02,  3.74it/s]

 38%|███▊      | 139/370 [00:31<00:58,  3.97it/s]

 38%|███▊      | 140/370 [00:32<00:54,  4.23it/s]

 38%|███▊      | 141/370 [00:32<00:56,  4.04it/s]

 38%|███▊      | 142/370 [00:32<01:02,  3.62it/s]

 39%|███▊      | 143/370 [00:32<00:59,  3.81it/s]

 39%|███▉      | 144/370 [00:33<00:59,  3.79it/s]

 39%|███▉      | 145/370 [00:33<01:06,  3.39it/s]

 39%|███▉      | 146/370 [00:33<01:01,  3.66it/s]

 40%|███▉      | 147/370 [00:34<00:58,  3.78it/s]

 40%|████      | 148/370 [00:34<00:59,  3.74it/s]

 40%|████      | 149/370 [00:34<00:56,  3.92it/s]

 41%|████      | 150/370 [00:34<00:51,  4.27it/s]

 41%|████      | 151/370 [00:34<00:48,  4.47it/s]

 41%|████      | 152/370 [00:35<00:49,  4.41it/s]

 41%|████▏     | 153/370 [00:35<00:50,  4.34it/s]

 42%|████▏     | 154/370 [00:35<00:50,  4.28it/s]

 42%|████▏     | 155/370 [00:35<00:48,  4.39it/s]

 42%|████▏     | 156/370 [00:36<00:50,  4.24it/s]

 42%|████▏     | 157/370 [00:36<00:50,  4.19it/s]

 43%|████▎     | 158/370 [00:36<00:50,  4.20it/s]

 43%|████▎     | 159/370 [00:36<00:47,  4.43it/s]

 43%|████▎     | 160/370 [00:37<00:50,  4.17it/s]

 44%|████▎     | 161/370 [00:37<00:50,  4.10it/s]

 44%|████▍     | 162/370 [00:37<00:52,  3.97it/s]

 44%|████▍     | 163/370 [00:37<00:50,  4.14it/s]

 44%|████▍     | 164/370 [00:38<00:52,  3.93it/s]

 45%|████▍     | 165/370 [00:38<00:56,  3.63it/s]

 45%|████▍     | 166/370 [00:38<00:59,  3.43it/s]

 45%|████▌     | 167/370 [00:39<00:55,  3.63it/s]

 45%|████▌     | 168/370 [00:39<00:52,  3.85it/s]

 46%|████▌     | 169/370 [00:39<00:51,  3.91it/s]

 46%|████▌     | 170/370 [00:39<00:51,  3.87it/s]

 46%|████▌     | 171/370 [00:40<00:53,  3.72it/s]

 46%|████▋     | 172/370 [00:40<00:48,  4.06it/s]

 47%|████▋     | 173/370 [00:40<00:44,  4.47it/s]

 47%|████▋     | 174/370 [00:40<00:46,  4.20it/s]

 47%|████▋     | 175/370 [00:40<00:45,  4.29it/s]

 48%|████▊     | 176/370 [00:41<00:44,  4.38it/s]

 48%|████▊     | 177/370 [00:41<00:47,  4.10it/s]

 48%|████▊     | 178/370 [00:41<00:45,  4.26it/s]

 48%|████▊     | 179/370 [00:41<00:45,  4.16it/s]

 49%|████▊     | 180/370 [00:42<00:42,  4.43it/s]

 49%|████▉     | 181/370 [00:42<00:43,  4.37it/s]

 49%|████▉     | 182/370 [00:42<00:43,  4.35it/s]

 49%|████▉     | 183/370 [00:42<00:50,  3.70it/s]

 50%|████▉     | 184/370 [00:43<00:49,  3.78it/s]

 50%|█████     | 185/370 [00:43<00:46,  3.99it/s]

 50%|█████     | 186/370 [00:43<00:46,  3.97it/s]

 51%|█████     | 187/370 [00:43<00:47,  3.88it/s]

 51%|█████     | 188/370 [00:44<00:47,  3.81it/s]

 51%|█████     | 189/370 [00:44<00:50,  3.59it/s]

 51%|█████▏    | 190/370 [00:44<00:48,  3.72it/s]

 52%|█████▏    | 191/370 [00:44<00:46,  3.85it/s]

 52%|█████▏    | 192/370 [00:45<00:47,  3.74it/s]

 52%|█████▏    | 193/370 [00:45<00:47,  3.70it/s]

 52%|█████▏    | 194/370 [00:45<00:42,  4.10it/s]

 53%|█████▎    | 195/370 [00:46<00:44,  3.91it/s]

 53%|█████▎    | 196/370 [00:46<00:44,  3.95it/s]

 53%|█████▎    | 197/370 [00:46<00:43,  4.02it/s]

 54%|█████▎    | 198/370 [00:46<00:43,  3.96it/s]

 54%|█████▍    | 199/370 [00:46<00:42,  4.03it/s]

 54%|█████▍    | 200/370 [00:47<00:43,  3.92it/s]

 54%|█████▍    | 201/370 [00:47<00:42,  4.00it/s]

 55%|█████▍    | 202/370 [00:47<00:41,  4.02it/s]

 55%|█████▍    | 203/370 [00:47<00:40,  4.11it/s]

 55%|█████▌    | 204/370 [00:48<00:43,  3.78it/s]

 55%|█████▌    | 205/370 [00:48<00:41,  3.98it/s]

 56%|█████▌    | 206/370 [00:48<00:42,  3.83it/s]

 56%|█████▌    | 207/370 [00:49<00:43,  3.79it/s]

 56%|█████▌    | 208/370 [00:49<00:45,  3.60it/s]

 56%|█████▋    | 209/370 [00:49<00:43,  3.69it/s]

 57%|█████▋    | 210/370 [00:49<00:45,  3.52it/s]

 57%|█████▋    | 211/370 [00:50<00:46,  3.43it/s]

 57%|█████▋    | 212/370 [00:50<00:44,  3.56it/s]

 58%|█████▊    | 213/370 [00:50<00:46,  3.37it/s]

 58%|█████▊    | 214/370 [00:51<00:42,  3.63it/s]

 58%|█████▊    | 215/370 [00:51<00:42,  3.69it/s]

 58%|█████▊    | 216/370 [00:51<00:40,  3.85it/s]

 59%|█████▊    | 217/370 [00:51<00:38,  3.95it/s]

 59%|█████▉    | 218/370 [00:52<00:38,  3.97it/s]

 59%|█████▉    | 219/370 [00:52<00:41,  3.67it/s]

 59%|█████▉    | 220/370 [00:52<00:39,  3.79it/s]

 60%|█████▉    | 221/370 [00:52<00:39,  3.74it/s]

 60%|██████    | 222/370 [00:53<00:41,  3.57it/s]

 60%|██████    | 223/370 [00:53<00:41,  3.54it/s]

 61%|██████    | 224/370 [00:53<00:45,  3.21it/s]

 61%|██████    | 225/370 [00:54<00:48,  2.98it/s]

 61%|██████    | 226/370 [00:54<00:44,  3.21it/s]

 61%|██████▏   | 227/370 [00:54<00:45,  3.12it/s]

 62%|██████▏   | 228/370 [00:55<00:44,  3.22it/s]

 62%|██████▏   | 229/370 [00:55<00:42,  3.29it/s]

 62%|██████▏   | 230/370 [00:55<00:41,  3.35it/s]

 62%|██████▏   | 231/370 [00:55<00:39,  3.49it/s]

 63%|██████▎   | 232/370 [00:56<00:40,  3.38it/s]

 63%|██████▎   | 233/370 [00:56<00:42,  3.19it/s]

 63%|██████▎   | 234/370 [00:56<00:40,  3.37it/s]

 64%|██████▎   | 235/370 [00:57<00:38,  3.50it/s]

 64%|██████▍   | 236/370 [00:57<00:36,  3.70it/s]

 64%|██████▍   | 237/370 [00:57<00:36,  3.68it/s]

 64%|██████▍   | 238/370 [00:57<00:35,  3.73it/s]

 65%|██████▍   | 239/370 [00:58<00:34,  3.78it/s]

 65%|██████▍   | 240/370 [00:58<00:35,  3.62it/s]

 65%|██████▌   | 241/370 [00:58<00:36,  3.57it/s]

 65%|██████▌   | 242/370 [00:59<00:34,  3.67it/s]

 66%|██████▌   | 243/370 [00:59<00:37,  3.42it/s]

 66%|██████▌   | 244/370 [00:59<00:38,  3.24it/s]

 66%|██████▌   | 245/370 [00:59<00:36,  3.40it/s]

 66%|██████▋   | 246/370 [01:00<00:36,  3.39it/s]

 67%|██████▋   | 247/370 [01:00<00:32,  3.76it/s]

 67%|██████▋   | 248/370 [01:00<00:30,  3.98it/s]

 67%|██████▋   | 249/370 [01:00<00:30,  3.96it/s]

 68%|██████▊   | 250/370 [01:01<00:31,  3.81it/s]

 68%|██████▊   | 251/370 [01:01<00:30,  3.90it/s]

 68%|██████▊   | 252/370 [01:01<00:33,  3.51it/s]

 68%|██████▊   | 253/370 [01:02<00:33,  3.45it/s]

 69%|██████▊   | 254/370 [01:02<00:33,  3.49it/s]

 69%|██████▉   | 255/370 [01:02<00:32,  3.51it/s]

 69%|██████▉   | 256/370 [01:03<00:34,  3.30it/s]

 69%|██████▉   | 257/370 [01:03<00:34,  3.27it/s]

 70%|██████▉   | 258/370 [01:03<00:33,  3.34it/s]

 70%|███████   | 259/370 [01:03<00:32,  3.41it/s]

 70%|███████   | 260/370 [01:04<00:30,  3.55it/s]

 71%|███████   | 261/370 [01:04<00:31,  3.47it/s]

 71%|███████   | 262/370 [01:04<00:31,  3.45it/s]

 71%|███████   | 263/370 [01:05<00:32,  3.30it/s]

 71%|███████▏  | 264/370 [01:05<00:32,  3.21it/s]

 72%|███████▏  | 265/370 [01:05<00:31,  3.35it/s]

 72%|███████▏  | 266/370 [01:06<00:31,  3.29it/s]

 72%|███████▏  | 267/370 [01:06<00:31,  3.22it/s]

 72%|███████▏  | 268/370 [01:06<00:31,  3.26it/s]

 73%|███████▎  | 269/370 [01:06<00:31,  3.17it/s]

 73%|███████▎  | 270/370 [01:07<00:31,  3.20it/s]

 73%|███████▎  | 271/370 [01:07<00:31,  3.18it/s]

 74%|███████▎  | 272/370 [01:07<00:28,  3.38it/s]

 74%|███████▍  | 273/370 [01:08<00:28,  3.35it/s]

 74%|███████▍  | 274/370 [01:08<00:28,  3.41it/s]

 74%|███████▍  | 275/370 [01:08<00:27,  3.44it/s]

 75%|███████▍  | 276/370 [01:09<00:27,  3.46it/s]

 75%|███████▍  | 277/370 [01:09<00:27,  3.35it/s]

 75%|███████▌  | 278/370 [01:09<00:28,  3.25it/s]

 75%|███████▌  | 279/370 [01:09<00:28,  3.18it/s]

 76%|███████▌  | 280/370 [01:10<00:28,  3.16it/s]

 76%|███████▌  | 281/370 [01:10<00:28,  3.14it/s]

 76%|███████▌  | 282/370 [01:10<00:27,  3.23it/s]

 76%|███████▋  | 283/370 [01:11<00:26,  3.28it/s]

 77%|███████▋  | 284/370 [01:11<00:26,  3.24it/s]

 77%|███████▋  | 285/370 [01:11<00:27,  3.08it/s]

 77%|███████▋  | 286/370 [01:12<00:27,  3.06it/s]

 78%|███████▊  | 287/370 [01:12<00:26,  3.14it/s]

 78%|███████▊  | 288/370 [01:12<00:25,  3.22it/s]

 78%|███████▊  | 289/370 [01:13<00:23,  3.43it/s]

 78%|███████▊  | 290/370 [01:13<00:24,  3.32it/s]

 79%|███████▊  | 291/370 [01:13<00:24,  3.28it/s]

 79%|███████▉  | 292/370 [01:13<00:23,  3.37it/s]

 79%|███████▉  | 293/370 [01:14<00:23,  3.33it/s]

 79%|███████▉  | 294/370 [01:14<00:22,  3.45it/s]

 80%|███████▉  | 295/370 [01:14<00:21,  3.52it/s]

 80%|████████  | 296/370 [01:15<00:20,  3.54it/s]

 80%|████████  | 297/370 [01:15<00:21,  3.39it/s]

 81%|████████  | 298/370 [01:15<00:22,  3.20it/s]

 81%|████████  | 299/370 [01:16<00:22,  3.14it/s]

 81%|████████  | 300/370 [01:16<00:21,  3.23it/s]

 81%|████████▏ | 301/370 [01:16<00:21,  3.17it/s]

 82%|████████▏ | 302/370 [01:17<00:20,  3.32it/s]

 82%|████████▏ | 303/370 [01:17<00:20,  3.33it/s]

 82%|████████▏ | 304/370 [01:17<00:19,  3.35it/s]

 82%|████████▏ | 305/370 [01:17<00:19,  3.26it/s]

 83%|████████▎ | 306/370 [01:18<00:19,  3.29it/s]

 83%|████████▎ | 307/370 [01:18<00:18,  3.39it/s]

 83%|████████▎ | 308/370 [01:18<00:17,  3.45it/s]

 84%|████████▎ | 309/370 [01:19<00:17,  3.40it/s]

 84%|████████▍ | 310/370 [01:19<00:18,  3.28it/s]

 84%|████████▍ | 311/370 [01:19<00:17,  3.28it/s]

 84%|████████▍ | 312/370 [01:20<00:17,  3.24it/s]

 85%|████████▍ | 313/370 [01:20<00:17,  3.31it/s]

 85%|████████▍ | 314/370 [01:20<00:15,  3.55it/s]

 85%|████████▌ | 315/370 [01:20<00:15,  3.60it/s]

 85%|████████▌ | 316/370 [01:21<00:15,  3.49it/s]

 86%|████████▌ | 317/370 [01:21<00:15,  3.44it/s]

 86%|████████▌ | 318/370 [01:21<00:15,  3.30it/s]

 86%|████████▌ | 319/370 [01:22<00:15,  3.31it/s]

 86%|████████▋ | 320/370 [01:22<00:14,  3.39it/s]

 87%|████████▋ | 321/370 [01:22<00:14,  3.44it/s]

 87%|████████▋ | 322/370 [01:22<00:13,  3.50it/s]

 87%|████████▋ | 323/370 [01:23<00:13,  3.38it/s]

 88%|████████▊ | 324/370 [01:23<00:13,  3.53it/s]

 88%|████████▊ | 325/370 [01:23<00:13,  3.25it/s]

 88%|████████▊ | 326/370 [01:24<00:13,  3.26it/s]

 88%|████████▊ | 327/370 [01:24<00:13,  3.26it/s]

 89%|████████▊ | 328/370 [01:24<00:11,  3.51it/s]

 89%|████████▉ | 329/370 [01:24<00:11,  3.61it/s]

 89%|████████▉ | 330/370 [01:25<00:11,  3.47it/s]

 89%|████████▉ | 331/370 [01:25<00:11,  3.42it/s]

 90%|████████▉ | 332/370 [01:25<00:10,  3.49it/s]

 90%|█████████ | 333/370 [01:26<00:10,  3.56it/s]

 90%|█████████ | 334/370 [01:26<00:10,  3.50it/s]

 91%|█████████ | 335/370 [01:26<00:09,  3.62it/s]

 91%|█████████ | 336/370 [01:26<00:09,  3.65it/s]

 91%|█████████ | 337/370 [01:27<00:09,  3.57it/s]

 91%|█████████▏| 338/370 [01:27<00:09,  3.46it/s]

 92%|█████████▏| 339/370 [01:27<00:08,  3.49it/s]

 92%|█████████▏| 340/370 [01:28<00:08,  3.37it/s]

 92%|█████████▏| 341/370 [01:28<00:08,  3.47it/s]

 92%|█████████▏| 342/370 [01:28<00:07,  3.56it/s]

 93%|█████████▎| 343/370 [01:28<00:07,  3.64it/s]

 93%|█████████▎| 344/370 [01:29<00:07,  3.34it/s]

 93%|█████████▎| 345/370 [01:29<00:07,  3.13it/s]

 94%|█████████▎| 346/370 [01:29<00:07,  3.06it/s]

 94%|█████████▍| 347/370 [01:30<00:07,  3.08it/s]

 94%|█████████▍| 348/370 [01:30<00:06,  3.25it/s]

 94%|█████████▍| 349/370 [01:30<00:06,  3.21it/s]

 95%|█████████▍| 350/370 [01:31<00:06,  3.33it/s]

 95%|█████████▍| 351/370 [01:31<00:06,  3.10it/s]

 95%|█████████▌| 352/370 [01:31<00:05,  3.02it/s]

 95%|█████████▌| 353/370 [01:32<00:05,  3.14it/s]

 96%|█████████▌| 354/370 [01:32<00:05,  3.15it/s]

 96%|█████████▌| 355/370 [01:32<00:04,  3.35it/s]

 96%|█████████▌| 356/370 [01:33<00:04,  3.46it/s]

 96%|█████████▋| 357/370 [01:33<00:03,  3.59it/s]

 97%|█████████▋| 358/370 [01:33<00:03,  3.88it/s]

 97%|█████████▋| 359/370 [01:33<00:03,  3.51it/s]

 97%|█████████▋| 360/370 [01:34<00:03,  3.27it/s]

 98%|█████████▊| 361/370 [01:34<00:02,  3.42it/s]

 98%|█████████▊| 362/370 [01:34<00:02,  3.52it/s]

 98%|█████████▊| 363/370 [01:34<00:01,  3.85it/s]

 98%|█████████▊| 364/370 [01:35<00:01,  3.60it/s]

 99%|█████████▊| 365/370 [01:35<00:01,  3.76it/s]

 99%|█████████▉| 366/370 [01:35<00:01,  3.79it/s]

 99%|█████████▉| 367/370 [01:35<00:00,  3.81it/s]

 99%|█████████▉| 368/370 [01:36<00:00,  3.88it/s]

100%|█████████▉| 369/370 [01:36<00:00,  3.65it/s]

100%|██████████| 370/370 [01:36<00:00,  3.96it/s]
                                                       

                                                 

 88%|████████▊ | 17500/19900 [8:56:54<48:30,  1.21s/it]

100%|██████████| 370/370 [02:03<00:00,  3.96it/s]

                                                 Saving model checkpoint to ./checkpoint-17500
Configuration saved in ./checkpoint-17500/config.json
Model weights saved in ./checkpoint-17500/pytorch_model.bin
Configuration saved in ./checkpoint-17500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-16000] due to args.save_total_limit

 88%|████████▊ | 17501/19900 [8:58:14<41:21:29, 62.06s/it]
 88%|████████▊ | 17502/19900 [8:58:15<29:09:01, 43.76s/it]
 88%|████████▊ | 17503/19900 [8:58:16<20:37:08, 30.97s/it]
 88%|████████▊ | 17504/19900 [8:58:17<14:38:05, 21.99s/it]
 88%|████████▊ | 17505/19900 [8:58:18<10:27:20, 15.72s/it]
 88%|████████▊ | 17506/19900 [8:58:19<7:31:18, 11.31s/it] 
 88%|████████▊ | 17507/19900 [8:58:20<5:27:58,  8.22s/it]
 88%|████████▊ | 17508/19900 [8:58:21<4:01:07,  6.05s/it]
 88%|████████▊ | 17509/19900 [8:58:22<2:59:27,  4.50s/it]
 88%|████████▊ | 17510/19900 [8:58:24<2:27:25,  3.70s/it]
 88%|████████▊ | 17511/19900 [8:58:26<2:01:18,  3.05s/it]
 88%|████████▊ | 17512/19900 [8:58:27<1:40:01,  2.51s/it]
 88%|████████▊ | 17513/19900 [8:58:30<1:44:07,  2.62s/it]
 88%|████████▊ | 17514/19900 [8:58:32<1:37:51,  2.46s/it]
 88%|████████▊ | 17515/19900 [8:58:34<1:32:22,  2.32s/it]
 88%|████████▊ | 17516/19900 [8:58:36<1:28:06,  2.22s/it]
 88%|████████▊ | 17517/19900 [8:58:38<1:23:50,  2.11s/it]
 88%|████████▊ | 17518/19900 [8:58:39<1:19:22,  2.00s/it]
 88%|████████▊ | 17519/19900 [8:58:41<1:15:54,  1.91s/it]
 88%|████████▊ | 17520/19900 [8:58:43<1:13:38,  1.86s/it]
 88%|████████▊ | 17521/19900 [8:58:45<1:12:45,  1.84s/it]
 88%|████████▊ | 17522/19900 [8:58:46<1:10:31,  1.78s/it]
 88%|████████▊ | 17523/19900 [8:58:48<1:09:02,  1.74s/it]
 88%|████████▊ | 17524/19900 [8:58:50<1:07:11,  1.70s/it]
 88%|████████▊ | 17525/19900 [8:58:51<1:05:51,  1.66s/it]
 88%|████████▊ | 17526/19900 [8:58:53<1:04:51,  1.64s/it]
 88%|████████▊ | 17527/19900 [8:58:54<1:04:37,  1.63s/it]
 88%|████████▊ | 17528/19900 [8:58:56<1:03:47,  1.61s/it]
 88%|████████▊ | 17529/19900 [8:58:57<1:02:29,  1.58s/it]
 88%|████████▊ | 17530/19900 [8:58:59<1:01:28,  1.56s/it]
 88%|████████▊ | 17531/19900 [8:59:00<59:43,  1.51s/it]  
 88%|████████▊ | 17532/19900 [8:59:02<59:19,  1.50s/it]
 88%|████████▊ | 17533/19900 [8:59:03<59:33,  1.51s/it]
 88%|████████▊ | 17534/19900 [8:59:05<58:52,  1.49s/it]
 88%|████████▊ | 17535/19900 [8:59:06<58:33,  1.49s/it]
 88%|████████▊ | 17536/19900 [8:59:08<58:16,  1.48s/it]
 88%|████████▊ | 17537/19900 [8:59:09<57:19,  1.46s/it]
 88%|████████▊ | 17538/19900 [8:59:10<56:46,  1.44s/it]
 88%|████████▊ | 17539/19900 [8:59:12<55:30,  1.41s/it]
 88%|████████▊ | 17540/19900 [8:59:13<54:32,  1.39s/it]
 88%|████████▊ | 17541/19900 [8:59:14<53:42,  1.37s/it]
 88%|████████▊ | 17542/19900 [8:59:16<53:53,  1.37s/it]
 88%|████████▊ | 17543/19900 [8:59:17<53:30,  1.36s/it]
 88%|████████▊ | 17544/19900 [8:59:19<52:47,  1.34s/it]
 88%|████████▊ | 17545/19900 [8:59:20<52:13,  1.33s/it]
 88%|████████▊ | 17546/19900 [8:59:21<51:54,  1.32s/it]
 88%|████████▊ | 17547/19900 [8:59:22<51:51,  1.32s/it]
 88%|████████▊ | 17548/19900 [8:59:24<50:20,  1.28s/it]
 88%|████████▊ | 17549/19900 [8:59:25<49:46,  1.27s/it]
 88%|████████▊ | 17550/19900 [8:59:26<49:40,  1.27s/it]
 88%|████████▊ | 17551/19900 [8:59:27<48:36,  1.24s/it]
 88%|████████▊ | 17552/19900 [8:59:28<47:27,  1.21s/it]
 88%|████████▊ | 17553/19900 [8:59:30<47:00,  1.20s/it]
 88%|████████▊ | 17554/19900 [8:59:31<45:43,  1.17s/it]
 88%|████████▊ | 17555/19900 [8:59:32<44:55,  1.15s/it]
 88%|████████▊ | 17556/19900 [8:59:33<43:56,  1.12s/it]
 88%|████████▊ | 17557/19900 [8:59:34<42:38,  1.09s/it]
 88%|████████▊ | 17558/19900 [8:59:35<41:36,  1.07s/it]
 88%|████████▊ | 17559/19900 [8:59:36<40:43,  1.04s/it]
 88%|████████▊ | 17560/19900 [8:59:37<39:25,  1.01s/it]
 88%|████████▊ | 17561/19900 [8:59:38<38:16,  1.02it/s]
 88%|████████▊ | 17562/19900 [8:59:40<54:24,  1.40s/it]
 88%|████████▊ | 17563/19900 [8:59:42<1:03:21,  1.63s/it]
 88%|████████▊ | 17564/19900 [8:59:44<1:07:28,  1.73s/it]
 88%|████████▊ | 17565/19900 [8:59:46<1:09:22,  1.78s/it]
 88%|████████▊ | 17566/19900 [8:59:48<1:10:04,  1.80s/it]
 88%|████████▊ | 17567/19900 [8:59:50<1:09:54,  1.80s/it]
 88%|████████▊ | 17568/19900 [8:59:52<1:09:02,  1.78s/it]
 88%|████████▊ | 17569/19900 [8:59:53<1:08:08,  1.75s/it]
 88%|████████▊ | 17570/19900 [8:59:55<1:07:55,  1.75s/it]
 88%|████████▊ | 17571/19900 [8:59:57<1:06:51,  1.72s/it]
 88%|████████▊ | 17572/19900 [8:59:58<1:06:27,  1.71s/it]
 88%|████████▊ | 17573/19900 [9:00:00<1:05:10,  1.68s/it]
 88%|████████▊ | 17574/19900 [9:00:02<1:04:39,  1.67s/it]
 88%|████████▊ | 17575/19900 [9:00:03<1:03:38,  1.64s/it]
 88%|████████▊ | 17576/19900 [9:00:05<1:02:48,  1.62s/it]
 88%|████████▊ | 17577/19900 [9:00:06<1:02:34,  1.62s/it]
 88%|████████▊ | 17578/19900 [9:00:08<1:02:46,  1.62s/it]
 88%|████████▊ | 17579/19900 [9:00:10<1:02:44,  1.62s/it]
 88%|████████▊ | 17580/19900 [9:00:11<1:02:04,  1.61s/it]
 88%|████████▊ | 17581/19900 [9:00:13<1:00:51,  1.57s/it]
 88%|████████▊ | 17582/19900 [9:00:14<59:27,  1.54s/it]  
 88%|████████▊ | 17583/19900 [9:00:16<58:39,  1.52s/it]
 88%|████████▊ | 17584/19900 [9:00:17<57:19,  1.49s/it]
 88%|████████▊ | 17585/19900 [9:00:18<57:25,  1.49s/it]
 88%|████████▊ | 17586/19900 [9:00:20<56:41,  1.47s/it]
 88%|████████▊ | 17587/19900 [9:00:21<56:04,  1.45s/it]
 88%|████████▊ | 17588/19900 [9:00:23<54:56,  1.43s/it]
 88%|████████▊ | 17589/19900 [9:00:24<54:02,  1.40s/it]
 88%|████████▊ | 17590/19900 [9:00:25<53:07,  1.38s/it]
 88%|████████▊ | 17591/19900 [9:00:27<51:46,  1.35s/it]
 88%|████████▊ | 17592/19900 [9:00:28<51:08,  1.33s/it]
 88%|████████▊ | 17593/19900 [9:00:29<51:02,  1.33s/it]
 88%|████████▊ | 17594/19900 [9:00:30<50:02,  1.30s/it]
 88%|████████▊ | 17595/19900 [9:00:32<49:44,  1.29s/it]
 88%|████████▊ | 17596/19900 [9:00:33<48:46,  1.27s/it]
 88%|████████▊ | 17597/19900 [9:00:34<47:56,  1.25s/it]
 88%|████████▊ | 17598/19900 [9:00:35<48:00,  1.25s/it]
 88%|████████▊ | 17599/19900 [9:00:37<47:26,  1.24s/it]
 88%|████████▊ | 17600/19900 [9:00:38<46:31,  1.21s/it]
                                                       

 88%|████████▊ | 17600/19900 [9:00:38<46:31,  1.21s/it]
 88%|████████▊ | 17601/19900 [9:00:39<45:45,  1.19s/it]
 88%|████████▊ | 17602/19900 [9:00:40<46:57,  1.23s/it]
 88%|████████▊ | 17603/19900 [9:00:41<46:17,  1.21s/it]
 88%|████████▊ | 17604/19900 [9:00:43<45:54,  1.20s/it]
 88%|████████▊ | 17605/19900 [9:00:44<45:18,  1.18s/it]
 88%|████████▊ | 17606/19900 [9:00:45<44:27,  1.16s/it]
 88%|████████▊ | 17607/19900 [9:00:46<42:53,  1.12s/it]
 88%|████████▊ | 17608/19900 [9:00:47<41:24,  1.08s/it]
 88%|████████▊ | 17609/19900 [9:00:48<40:33,  1.06s/it]
 88%|████████▊ | 17610/19900 [9:00:49<39:47,  1.04s/it]
 88%|████████▊ | 17611/19900 [9:00:51<56:10,  1.47s/it]
 89%|████████▊ | 17612/19900 [9:00:54<1:04:42,  1.70s/it]
 89%|████████▊ | 17613/19900 [9:00:56<1:08:14,  1.79s/it]
 89%|████████▊ | 17614/19900 [9:00:58<1:09:59,  1.84s/it]
 89%|████████▊ | 17615/19900 [9:00:59<1:11:26,  1.88s/it]
 89%|████████▊ | 17616/19900 [9:01:01<1:10:40,  1.86s/it]
 89%|████████▊ | 17617/19900 [9:01:03<1:10:34,  1.86s/it]
 89%|████████▊ | 17618/19900 [9:01:05<1:10:25,  1.85s/it]
 89%|████████▊ | 17619/19900 [9:01:07<1:09:20,  1.82s/it]
 89%|████████▊ | 17620/19900 [9:01:09<1:08:21,  1.80s/it]
 89%|████████▊ | 17621/19900 [9:01:10<1:07:44,  1.78s/it]
 89%|████████▊ | 17622/19900 [9:01:12<1:05:43,  1.73s/it]
 89%|████████▊ | 17623/19900 [9:01:14<1:04:53,  1.71s/it]
 89%|████████▊ | 17624/19900 [9:01:15<1:04:31,  1.70s/it]
 89%|████████▊ | 17625/19900 [9:01:17<1:02:36,  1.65s/it]
 89%|████████▊ | 17626/19900 [9:01:18<1:00:58,  1.61s/it]
 89%|████████▊ | 17627/19900 [9:01:20<1:00:36,  1.60s/it]
 89%|████████▊ | 17628/19900 [9:01:21<59:13,  1.56s/it]  
 89%|████████▊ | 17629/19900 [9:01:23<58:22,  1.54s/it]
 89%|████████▊ | 17630/19900 [9:01:24<57:24,  1.52s/it]
 89%|████████▊ | 17631/19900 [9:01:26<56:48,  1.50s/it]
 89%|████████▊ | 17632/19900 [9:01:27<55:58,  1.48s/it]
 89%|████████▊ | 17633/19900 [9:01:29<55:31,  1.47s/it]
 89%|████████▊ | 17634/19900 [9:01:30<56:04,  1.48s/it]
 89%|████████▊ | 17635/19900 [9:01:32<55:31,  1.47s/it]
 89%|████████▊ | 17636/19900 [9:01:33<54:26,  1.44s/it]
 89%|████████▊ | 17637/19900 [9:01:34<54:05,  1.43s/it]
 89%|████████▊ | 17638/19900 [9:01:36<53:18,  1.41s/it]
 89%|████████▊ | 17639/19900 [9:01:37<52:08,  1.38s/it]
 89%|████████▊ | 17640/19900 [9:01:38<51:23,  1.36s/it]
 89%|████████▊ | 17641/19900 [9:01:40<50:05,  1.33s/it]
 89%|████████▊ | 17642/19900 [9:01:41<49:56,  1.33s/it]
 89%|████████▊ | 17643/19900 [9:01:42<49:04,  1.30s/it]
 89%|████████▊ | 17644/19900 [9:01:43<48:32,  1.29s/it]
 89%|████████▊ | 17645/19900 [9:01:45<48:22,  1.29s/it]
 89%|████████▊ | 17646/19900 [9:01:46<48:23,  1.29s/it]
 89%|████████▊ | 17647/19900 [9:01:47<47:30,  1.27s/it]
 89%|████████▊ | 17648/19900 [9:01:48<47:17,  1.26s/it]
 89%|████████▊ | 17649/19900 [9:01:50<47:02,  1.25s/it]
 89%|████████▊ | 17650/19900 [9:01:51<46:21,  1.24s/it]
 89%|████████▊ | 17651/19900 [9:01:52<45:50,  1.22s/it]
 89%|████████▊ | 17652/19900 [9:01:53<44:36,  1.19s/it]
 89%|████████▊ | 17653/19900 [9:01:54<43:50,  1.17s/it]
 89%|████████▊ | 17654/19900 [9:01:55<42:47,  1.14s/it]
 89%|████████▊ | 17655/19900 [9:01:56<42:04,  1.12s/it]
 89%|████████▊ | 17656/19900 [9:01:58<41:07,  1.10s/it]
 89%|████████▊ | 17657/19900 [9:01:59<40:32,  1.08s/it]
 89%|████████▊ | 17658/19900 [9:02:00<38:55,  1.04s/it]
 89%|████████▊ | 17659/19900 [9:02:00<37:19,  1.00it/s]
 89%|████████▊ | 17660/19900 [9:02:03<52:38,  1.41s/it]
 89%|████████▊ | 17661/19900 [9:02:05<1:01:24,  1.65s/it]
 89%|████████▉ | 17662/19900 [9:02:07<1:05:12,  1.75s/it]
 89%|████████▉ | 17663/19900 [9:02:09<1:07:03,  1.80s/it]
 89%|████████▉ | 17664/19900 [9:02:11<1:07:12,  1.80s/it]
 89%|████████▉ | 17665/19900 [9:02:13<1:07:11,  1.80s/it]
 89%|████████▉ | 17666/19900 [9:02:14<1:07:36,  1.82s/it]
 89%|████████▉ | 17667/19900 [9:02:16<1:06:36,  1.79s/it]
 89%|████████▉ | 17668/19900 [9:02:18<1:06:13,  1.78s/it]
 89%|████████▉ | 17669/19900 [9:02:20<1:05:40,  1.77s/it]
 89%|████████▉ | 17670/19900 [9:02:21<1:04:19,  1.73s/it]
 89%|████████▉ | 17671/19900 [9:02:23<1:03:27,  1.71s/it]
 89%|████████▉ | 17672/19900 [9:02:25<1:02:47,  1.69s/it]
 89%|████████▉ | 17673/19900 [9:02:26<1:02:17,  1.68s/it]
 89%|████████▉ | 17674/19900 [9:02:28<1:01:07,  1.65s/it]
 89%|████████▉ | 17675/19900 [9:02:29<1:00:32,  1.63s/it]
 89%|████████▉ | 17676/19900 [9:02:31<58:31,  1.58s/it]  
 89%|████████▉ | 17677/19900 [9:02:32<57:27,  1.55s/it]
 89%|████████▉ | 17678/19900 [9:02:34<56:56,  1.54s/it]
 89%|████████▉ | 17679/19900 [9:02:35<56:37,  1.53s/it]
 89%|████████▉ | 17680/19900 [9:02:37<56:48,  1.54s/it]
 89%|████████▉ | 17681/19900 [9:02:38<57:08,  1.54s/it]
 89%|████████▉ | 17682/19900 [9:02:40<56:04,  1.52s/it]
 89%|████████▉ | 17683/19900 [9:02:41<54:55,  1.49s/it]
 89%|████████▉ | 17684/19900 [9:02:43<53:57,  1.46s/it]
 89%|████████▉ | 17685/19900 [9:02:44<53:16,  1.44s/it]
 89%|████████▉ | 17686/19900 [9:02:45<52:20,  1.42s/it]
 89%|████████▉ | 17687/19900 [9:02:47<51:25,  1.39s/it]
 89%|████████▉ | 17688/19900 [9:02:48<50:36,  1.37s/it]
 89%|████████▉ | 17689/19900 [9:02:49<49:40,  1.35s/it]
 89%|████████▉ | 17690/19900 [9:02:51<48:54,  1.33s/it]
 89%|████████▉ | 17691/19900 [9:02:52<48:31,  1.32s/it]
 89%|████████▉ | 17692/19900 [9:02:53<48:43,  1.32s/it]
 89%|████████▉ | 17693/19900 [9:02:54<46:49,  1.27s/it]
 89%|████████▉ | 17694/19900 [9:02:56<45:56,  1.25s/it]
 89%|████████▉ | 17695/19900 [9:02:57<45:26,  1.24s/it]
 89%|████████▉ | 17696/19900 [9:02:58<44:36,  1.21s/it]
 89%|████████▉ | 17697/19900 [9:02:59<44:22,  1.21s/it]
 89%|████████▉ | 17698/19900 [9:03:00<44:25,  1.21s/it]
 89%|████████▉ | 17699/19900 [9:03:02<44:26,  1.21s/it]
 89%|████████▉ | 17700/19900 [9:03:03<44:05,  1.20s/it]
                                                       

 89%|████████▉ | 17700/19900 [9:03:03<44:05,  1.20s/it]
 89%|████████▉ | 17701/19900 [9:03:04<42:46,  1.17s/it]
 89%|████████▉ | 17702/19900 [9:03:05<42:20,  1.16s/it]
 89%|████████▉ | 17703/19900 [9:03:06<41:40,  1.14s/it]
 89%|████████▉ | 17704/19900 [9:03:07<40:38,  1.11s/it]
 89%|████████▉ | 17705/19900 [9:03:08<39:30,  1.08s/it]
 89%|████████▉ | 17706/19900 [9:03:09<38:14,  1.05s/it]
 89%|████████▉ | 17707/19900 [9:03:10<37:36,  1.03s/it]
 89%|████████▉ | 17708/19900 [9:03:11<36:30,  1.00it/s]
 89%|████████▉ | 17709/19900 [9:03:13<47:21,  1.30s/it]
 89%|████████▉ | 17710/19900 [9:03:15<49:27,  1.36s/it]
 89%|████████▉ | 17711/19900 [9:03:16<47:57,  1.31s/it]
 89%|████████▉ | 17712/19900 [9:03:19<1:04:38,  1.77s/it]
 89%|████████▉ | 17713/19900 [9:03:21<1:08:34,  1.88s/it]
 89%|████████▉ | 17714/19900 [9:03:23<1:09:59,  1.92s/it]
 89%|████████▉ | 17715/19900 [9:03:25<1:09:38,  1.91s/it]
 89%|████████▉ | 17716/19900 [9:03:27<1:10:10,  1.93s/it]
 89%|████████▉ | 17717/19900 [9:03:28<1:09:04,  1.90s/it]
 89%|████████▉ | 17718/19900 [9:03:30<1:07:47,  1.86s/it]
 89%|████████▉ | 17719/19900 [9:03:32<1:06:21,  1.83s/it]
 89%|████████▉ | 17720/19900 [9:03:34<1:05:27,  1.80s/it]
 89%|████████▉ | 17721/19900 [9:03:35<1:04:56,  1.79s/it]
 89%|████████▉ | 17722/19900 [9:03:37<1:03:43,  1.76s/it]
 89%|████████▉ | 17723/19900 [9:03:39<1:02:14,  1.72s/it]
 89%|████████▉ | 17724/19900 [9:03:40<1:01:10,  1.69s/it]
 89%|████████▉ | 17725/19900 [9:03:42<1:00:08,  1.66s/it]
 89%|████████▉ | 17726/19900 [9:03:44<59:12,  1.63s/it]  
 89%|████████▉ | 17727/19900 [9:03:45<59:29,  1.64s/it]
 89%|████████▉ | 17728/19900 [9:03:47<58:40,  1.62s/it]
 89%|████████▉ | 17729/19900 [9:03:48<57:25,  1.59s/it]
 89%|████████▉ | 17730/19900 [9:03:50<57:08,  1.58s/it]
 89%|████████▉ | 17731/19900 [9:03:51<56:27,  1.56s/it]
 89%|████████▉ | 17732/19900 [9:03:53<55:17,  1.53s/it]
 89%|████████▉ | 17733/19900 [9:03:54<54:30,  1.51s/it]
 89%|████████▉ | 17734/19900 [9:03:56<53:54,  1.49s/it]
 89%|████████▉ | 17735/19900 [9:03:57<53:24,  1.48s/it]
 89%|████████▉ | 17736/19900 [9:03:59<52:51,  1.47s/it]
 89%|████████▉ | 17737/19900 [9:04:00<53:31,  1.48s/it]
 89%|████████▉ | 17738/19900 [9:04:02<52:29,  1.46s/it]
 89%|████████▉ | 17739/19900 [9:04:03<51:14,  1.42s/it]
 89%|████████▉ | 17740/19900 [9:04:04<50:42,  1.41s/it]
 89%|████████▉ | 17741/19900 [9:04:06<49:46,  1.38s/it]
 89%|████████▉ | 17742/19900 [9:04:07<49:16,  1.37s/it]
 89%|████████▉ | 17743/19900 [9:04:08<48:55,  1.36s/it]
 89%|████████▉ | 17744/19900 [9:04:10<47:52,  1.33s/it]
 89%|████████▉ | 17745/19900 [9:04:11<47:20,  1.32s/it]
 89%|████████▉ | 17746/19900 [9:04:12<46:26,  1.29s/it]
 89%|████████▉ | 17747/19900 [9:04:13<46:40,  1.30s/it]
 89%|████████▉ | 17748/19900 [9:04:15<45:39,  1.27s/it]
 89%|████████▉ | 17749/19900 [9:04:16<45:01,  1.26s/it]
 89%|████████▉ | 17750/19900 [9:04:17<44:15,  1.24s/it]
 89%|████████▉ | 17751/19900 [9:04:18<44:20,  1.24s/it]
 89%|████████▉ | 17752/19900 [9:04:19<43:20,  1.21s/it]
 89%|████████▉ | 17753/19900 [9:04:21<42:33,  1.19s/it]
 89%|████████▉ | 17754/19900 [9:04:22<42:03,  1.18s/it]
 89%|████████▉ | 17755/19900 [9:04:23<41:18,  1.16s/it]
 89%|████████▉ | 17756/19900 [9:04:24<40:05,  1.12s/it]
 89%|████████▉ | 17757/19900 [9:04:25<39:31,  1.11s/it]
 89%|████████▉ | 17758/19900 [9:04:26<38:54,  1.09s/it]
 89%|████████▉ | 17759/19900 [9:04:27<38:17,  1.07s/it]
 89%|████████▉ | 17760/19900 [9:04:28<36:17,  1.02s/it]
 89%|████████▉ | 17761/19900 [9:04:30<50:42,  1.42s/it]
 89%|████████▉ | 17762/19900 [9:04:32<58:41,  1.65s/it]
 89%|████████▉ | 17763/19900 [9:04:34<1:03:01,  1.77s/it]
 89%|████████▉ | 17764/19900 [9:04:37<1:05:59,  1.85s/it]
 89%|████████▉ | 17765/19900 [9:04:38<1:06:29,  1.87s/it]
 89%|████████▉ | 17766/19900 [9:04:40<1:06:59,  1.88s/it]
 89%|████████▉ | 17767/19900 [9:04:42<1:05:29,  1.84s/it]
 89%|████████▉ | 17768/19900 [9:04:44<1:04:17,  1.81s/it]
 89%|████████▉ | 17769/19900 [9:04:46<1:03:55,  1.80s/it]
 89%|████████▉ | 17770/19900 [9:04:47<1:02:28,  1.76s/it]
 89%|████████▉ | 17771/19900 [9:04:49<1:01:26,  1.73s/it]
 89%|████████▉ | 17772/19900 [9:04:51<1:00:01,  1.69s/it]
 89%|████████▉ | 17773/19900 [9:04:52<59:11,  1.67s/it]  
 89%|████████▉ | 17774/19900 [9:04:54<57:40,  1.63s/it]
 89%|████████▉ | 17775/19900 [9:04:55<57:23,  1.62s/it]
 89%|████████▉ | 17776/19900 [9:04:57<57:00,  1.61s/it]
 89%|████████▉ | 17777/19900 [9:04:58<57:06,  1.61s/it]
 89%|████████▉ | 17778/19900 [9:05:00<56:23,  1.59s/it]
 89%|████████▉ | 17779/19900 [9:05:02<55:50,  1.58s/it]
 89%|████████▉ | 17780/19900 [9:05:03<56:10,  1.59s/it]
 89%|████████▉ | 17781/19900 [9:05:05<55:09,  1.56s/it]
 89%|████████▉ | 17782/19900 [9:05:06<53:59,  1.53s/it]
 89%|████████▉ | 17783/19900 [9:05:08<52:41,  1.49s/it]
 89%|████████▉ | 17784/19900 [9:05:09<51:52,  1.47s/it]
 89%|████████▉ | 17785/19900 [9:05:10<51:18,  1.46s/it]
 89%|████████▉ | 17786/19900 [9:05:12<50:30,  1.43s/it]
 89%|████████▉ | 17787/19900 [9:05:13<50:14,  1.43s/it]
 89%|████████▉ | 17788/19900 [9:05:15<50:05,  1.42s/it]
 89%|████████▉ | 17789/19900 [9:05:16<49:22,  1.40s/it]
 89%|████████▉ | 17790/19900 [9:05:17<48:31,  1.38s/it]
 89%|████████▉ | 17791/19900 [9:05:19<47:43,  1.36s/it]
 89%|████████▉ | 17792/19900 [9:05:20<47:15,  1.35s/it]
 89%|████████▉ | 17793/19900 [9:05:21<46:07,  1.31s/it]
 89%|████████▉ | 17794/19900 [9:05:22<45:43,  1.30s/it]
 89%|████████▉ | 17795/19900 [9:05:24<45:14,  1.29s/it]
 89%|████████▉ | 17796/19900 [9:05:25<44:51,  1.28s/it]
 89%|████████▉ | 17797/19900 [9:05:26<44:44,  1.28s/it]
 89%|████████▉ | 17798/19900 [9:05:28<44:50,  1.28s/it]
 89%|████████▉ | 17799/19900 [9:05:29<43:45,  1.25s/it]
 89%|████████▉ | 17800/19900 [9:05:30<43:25,  1.24s/it]
                                                       

 89%|████████▉ | 17800/19900 [9:05:30<43:25,  1.24s/it]
 89%|████████▉ | 17801/19900 [9:05:31<43:26,  1.24s/it]
 89%|████████▉ | 17802/19900 [9:05:32<42:32,  1.22s/it]
 89%|████████▉ | 17803/19900 [9:05:33<41:29,  1.19s/it]
 89%|████████▉ | 17804/19900 [9:05:34<40:13,  1.15s/it]
 89%|████████▉ | 17805/19900 [9:05:36<39:10,  1.12s/it]
 89%|████████▉ | 17806/19900 [9:05:37<38:45,  1.11s/it]
 89%|████████▉ | 17807/19900 [9:05:38<37:29,  1.07s/it]
 89%|████████▉ | 17808/19900 [9:05:39<36:23,  1.04s/it]
 89%|████████▉ | 17809/19900 [9:05:40<35:04,  1.01s/it]
 89%|████████▉ | 17810/19900 [9:05:42<49:31,  1.42s/it]
 90%|████████▉ | 17811/19900 [9:05:44<56:33,  1.62s/it]
 90%|████████▉ | 17812/19900 [9:05:46<1:00:16,  1.73s/it]
 90%|████████▉ | 17813/19900 [9:05:48<1:02:11,  1.79s/it]
 90%|████████▉ | 17814/19900 [9:05:50<1:02:32,  1.80s/it]
 90%|████████▉ | 17815/19900 [9:05:52<1:02:44,  1.81s/it]
 90%|████████▉ | 17816/19900 [9:05:53<1:02:05,  1.79s/it]
 90%|████████▉ | 17817/19900 [9:05:55<1:01:46,  1.78s/it]
 90%|████████▉ | 17818/19900 [9:05:57<1:01:20,  1.77s/it]
 90%|████████▉ | 17819/19900 [9:05:59<1:01:32,  1.77s/it]
 90%|████████▉ | 17820/19900 [9:06:00<1:00:39,  1.75s/it]
 90%|████████▉ | 17821/19900 [9:06:02<59:55,  1.73s/it]  
 90%|████████▉ | 17822/19900 [9:06:04<58:56,  1.70s/it]
 90%|████████▉ | 17823/19900 [9:06:05<57:38,  1.67s/it]
 90%|████████▉ | 17824/19900 [9:06:07<56:43,  1.64s/it]
 90%|████████▉ | 17825/19900 [9:06:08<56:02,  1.62s/it]
 90%|████████▉ | 17826/19900 [9:06:10<55:36,  1.61s/it]
 90%|████████▉ | 17827/19900 [9:06:11<54:48,  1.59s/it]
 90%|████████▉ | 17828/19900 [9:06:13<53:11,  1.54s/it]
 90%|████████▉ | 17829/19900 [9:06:14<51:50,  1.50s/it]
 90%|████████▉ | 17830/19900 [9:06:16<50:49,  1.47s/it]
 90%|████████▉ | 17831/19900 [9:06:17<50:30,  1.46s/it]
 90%|████████▉ | 17832/19900 [9:06:19<51:00,  1.48s/it]
 90%|████████▉ | 17833/19900 [9:06:20<50:44,  1.47s/it]
 90%|████████▉ | 17834/19900 [9:06:22<50:35,  1.47s/it]
 90%|████████▉ | 17835/19900 [9:06:23<50:04,  1.46s/it]
 90%|████████▉ | 17836/19900 [9:06:24<49:05,  1.43s/it]
 90%|████████▉ | 17837/19900 [9:06:26<48:00,  1.40s/it]
 90%|████████▉ | 17838/19900 [9:06:27<47:24,  1.38s/it]
 90%|████████▉ | 17839/19900 [9:06:28<46:46,  1.36s/it]
 90%|████████▉ | 17840/19900 [9:06:30<45:45,  1.33s/it]
 90%|████████▉ | 17841/19900 [9:06:31<45:07,  1.32s/it]
 90%|████████▉ | 17842/19900 [9:06:32<44:17,  1.29s/it]
 90%|████████▉ | 17843/19900 [9:06:33<43:44,  1.28s/it]
 90%|████████▉ | 17844/19900 [9:06:35<43:20,  1.26s/it]
 90%|████████▉ | 17845/19900 [9:06:36<42:40,  1.25s/it]
 90%|████████▉ | 17846/19900 [9:06:37<42:02,  1.23s/it]
 90%|████████▉ | 17847/19900 [9:06:38<41:56,  1.23s/it]
 90%|████████▉ | 17848/19900 [9:06:39<41:22,  1.21s/it]
 90%|████████▉ | 17849/19900 [9:06:41<41:23,  1.21s/it]
 90%|████████▉ | 17850/19900 [9:06:42<41:33,  1.22s/it]
 90%|████████▉ | 17851/19900 [9:06:43<40:17,  1.18s/it]
 90%|████████▉ | 17852/19900 [9:06:44<38:55,  1.14s/it]
 90%|████████▉ | 17853/19900 [9:06:45<37:45,  1.11s/it]
 90%|████████▉ | 17854/19900 [9:06:46<37:36,  1.10s/it]
 90%|████████▉ | 17855/19900 [9:06:47<37:05,  1.09s/it]
 90%|████████▉ | 17856/19900 [9:06:48<37:50,  1.11s/it]
 90%|████████▉ | 17857/19900 [9:06:49<37:36,  1.10s/it]
 90%|████████▉ | 17858/19900 [9:06:50<35:22,  1.04s/it]
 90%|████████▉ | 17859/19900 [9:06:53<50:38,  1.49s/it]
 90%|████████▉ | 17860/19900 [9:06:55<57:42,  1.70s/it]
 90%|████████▉ | 17861/19900 [9:06:57<1:02:00,  1.82s/it]
 90%|████████▉ | 17862/19900 [9:06:59<1:04:02,  1.89s/it]
 90%|████████▉ | 17863/19900 [9:07:01<1:04:40,  1.91s/it]
 90%|████████▉ | 17864/19900 [9:07:03<1:03:46,  1.88s/it]
 90%|████████▉ | 17865/19900 [9:07:05<1:04:19,  1.90s/it]
 90%|████████▉ | 17866/19900 [9:07:07<1:02:23,  1.84s/it]
 90%|████████▉ | 17867/19900 [9:07:08<1:01:04,  1.80s/it]
 90%|████████▉ | 17868/19900 [9:07:10<59:45,  1.76s/it]  
 90%|████████▉ | 17869/19900 [9:07:12<58:52,  1.74s/it]
 90%|████████▉ | 17870/19900 [9:07:13<58:08,  1.72s/it]
 90%|████████▉ | 17871/19900 [9:07:15<57:05,  1.69s/it]
 90%|████████▉ | 17872/19900 [9:07:16<54:56,  1.63s/it]
 90%|████████▉ | 17873/19900 [9:07:18<55:17,  1.64s/it]
 90%|████████▉ | 17874/19900 [9:07:20<54:52,  1.63s/it]
 90%|████████▉ | 17875/19900 [9:07:21<54:19,  1.61s/it]
 90%|████████▉ | 17876/19900 [9:07:23<53:24,  1.58s/it]
 90%|████████▉ | 17877/19900 [9:07:24<52:23,  1.55s/it]
 90%|████████▉ | 17878/19900 [9:07:26<51:28,  1.53s/it]
 90%|████████▉ | 17879/19900 [9:07:27<52:24,  1.56s/it]
 90%|████████▉ | 17880/19900 [9:07:29<52:05,  1.55s/it]
 90%|████████▉ | 17881/19900 [9:07:30<50:53,  1.51s/it]
 90%|████████▉ | 17882/19900 [9:07:32<49:08,  1.46s/it]
 90%|████████▉ | 17883/19900 [9:07:33<47:42,  1.42s/it]
 90%|████████▉ | 17884/19900 [9:07:34<47:03,  1.40s/it]
 90%|████████▉ | 17885/19900 [9:07:36<46:22,  1.38s/it]
 90%|████████▉ | 17886/19900 [9:07:37<46:02,  1.37s/it]
 90%|████████▉ | 17887/19900 [9:07:38<44:40,  1.33s/it]
 90%|████████▉ | 17888/19900 [9:07:39<43:29,  1.30s/it]
 90%|████████▉ | 17889/19900 [9:07:41<44:26,  1.33s/it]
 90%|████████▉ | 17890/19900 [9:07:42<44:03,  1.32s/it]
 90%|████████▉ | 17891/19900 [9:07:43<43:21,  1.30s/it]
 90%|████████▉ | 17892/19900 [9:07:45<42:51,  1.28s/it]
 90%|████████▉ | 17893/19900 [9:07:46<42:17,  1.26s/it]
 90%|████████▉ | 17894/19900 [9:07:47<41:34,  1.24s/it]
 90%|████████▉ | 17895/19900 [9:07:48<41:41,  1.25s/it]
 90%|████████▉ | 17896/19900 [9:07:50<41:43,  1.25s/it]
 90%|████████▉ | 17897/19900 [9:07:51<42:21,  1.27s/it]
 90%|████████▉ | 17898/19900 [9:07:52<41:22,  1.24s/it]
 90%|████████▉ | 17899/19900 [9:07:53<40:20,  1.21s/it]
 90%|████████▉ | 17900/19900 [9:07:54<40:16,  1.21s/it]
                                                       

 90%|████████▉ | 17900/19900 [9:07:54<40:16,  1.21s/it]
 90%|████████▉ | 17901/19900 [9:07:56<39:25,  1.18s/it]
 90%|████████▉ | 17902/19900 [9:07:57<38:04,  1.14s/it]
 90%|████████▉ | 17903/19900 [9:07:58<36:49,  1.11s/it]
 90%|████████▉ | 17904/19900 [9:07:59<36:19,  1.09s/it]
 90%|████████▉ | 17905/19900 [9:08:00<35:14,  1.06s/it]
 90%|████████▉ | 17906/19900 [9:08:01<34:05,  1.03s/it]
 90%|████████▉ | 17907/19900 [9:08:01<32:57,  1.01it/s]
 90%|████████▉ | 17908/19900 [9:08:03<41:55,  1.26s/it]
 90%|████████▉ | 17909/19900 [9:08:05<44:21,  1.34s/it]
 90%|█████████ | 17910/19900 [9:08:06<43:35,  1.31s/it]
 90%|█████████ | 17911/19900 [9:08:09<58:12,  1.76s/it]
 90%|█████████ | 17912/19900 [9:08:11<1:02:07,  1.88s/it]
 90%|█████████ | 17913/19900 [9:08:13<1:02:29,  1.89s/it]
 90%|█████████ | 17914/19900 [9:08:15<1:02:07,  1.88s/it]
 90%|█████████ | 17915/19900 [9:08:17<1:01:23,  1.86s/it]
 90%|█████████ | 17916/19900 [9:08:18<1:00:56,  1.84s/it]
 90%|█████████ | 17917/19900 [9:08:20<1:00:55,  1.84s/it]
 90%|█████████ | 17918/19900 [9:08:22<59:28,  1.80s/it]  
 90%|█████████ | 17919/19900 [9:08:24<58:11,  1.76s/it]
 90%|█████████ | 17920/19900 [9:08:25<56:59,  1.73s/it]
 90%|█████████ | 17921/19900 [9:08:27<56:35,  1.72s/it]
 90%|█████████ | 17922/19900 [9:08:29<55:56,  1.70s/it]
 90%|█████████ | 17923/19900 [9:08:30<54:29,  1.65s/it]
 90%|█████████ | 17924/19900 [9:08:32<53:43,  1.63s/it]
 90%|█████████ | 17925/19900 [9:08:33<53:12,  1.62s/it]
 90%|█████████ | 17926/19900 [9:08:35<52:05,  1.58s/it]
 90%|█████████ | 17927/19900 [9:08:36<51:33,  1.57s/it]
 90%|█████████ | 17928/19900 [9:08:38<51:37,  1.57s/it]
 90%|█████████ | 17929/19900 [9:08:40<50:55,  1.55s/it]
 90%|█████████ | 17930/19900 [9:08:41<50:46,  1.55s/it]
 90%|█████████ | 17931/19900 [9:08:43<50:23,  1.54s/it]
 90%|█████████ | 17932/19900 [9:08:44<49:48,  1.52s/it]
 90%|█████████ | 17933/19900 [9:08:45<48:45,  1.49s/it]
 90%|█████████ | 17934/19900 [9:08:47<47:35,  1.45s/it]
 90%|█████████ | 17935/19900 [9:08:48<47:06,  1.44s/it]
 90%|█████████ | 17936/19900 [9:08:50<46:18,  1.41s/it]
 90%|█████████ | 17937/19900 [9:08:51<45:38,  1.40s/it]
 90%|█████████ | 17938/19900 [9:08:52<45:12,  1.38s/it]
 90%|█████████ | 17939/19900 [9:08:54<44:54,  1.37s/it]
 90%|█████████ | 17940/19900 [9:08:55<44:14,  1.35s/it]
 90%|█████████ | 17941/19900 [9:08:56<43:19,  1.33s/it]
 90%|█████████ | 17942/19900 [9:08:58<43:04,  1.32s/it]
 90%|█████████ | 17943/19900 [9:08:59<43:05,  1.32s/it]
 90%|█████████ | 17944/19900 [9:09:00<42:09,  1.29s/it]
 90%|█████████ | 17945/19900 [9:09:01<41:31,  1.27s/it]
 90%|█████████ | 17946/19900 [9:09:03<40:46,  1.25s/it]
 90%|█████████ | 17947/19900 [9:09:04<40:01,  1.23s/it]
 90%|█████████ | 17948/19900 [9:09:05<39:36,  1.22s/it]
 90%|█████████ | 17949/19900 [9:09:06<39:16,  1.21s/it]
 90%|█████████ | 17950/19900 [9:09:07<38:41,  1.19s/it]
 90%|█████████ | 17951/19900 [9:09:08<38:25,  1.18s/it]
 90%|█████████ | 17952/19900 [9:09:09<37:28,  1.15s/it]
 90%|█████████ | 17953/19900 [9:09:11<36:24,  1.12s/it]
 90%|█████████ | 17954/19900 [9:09:12<36:02,  1.11s/it]
 90%|█████████ | 17955/19900 [9:09:13<35:43,  1.10s/it]
 90%|█████████ | 17956/19900 [9:09:14<34:50,  1.08s/it]
 90%|█████████ | 17957/19900 [9:09:15<33:46,  1.04s/it]
 90%|█████████ | 17958/19900 [9:09:16<32:51,  1.02s/it]
 90%|█████████ | 17959/19900 [9:09:16<31:20,  1.03it/s]
 90%|█████████ | 17960/19900 [9:09:19<46:18,  1.43s/it]
 90%|█████████ | 17961/19900 [9:09:21<54:12,  1.68s/it]
 90%|█████████ | 17962/19900 [9:09:23<57:44,  1.79s/it]
 90%|█████████ | 17963/19900 [9:09:25<58:57,  1.83s/it]
 90%|█████████ | 17964/19900 [9:09:27<59:22,  1.84s/it]
 90%|█████████ | 17965/19900 [9:09:29<59:12,  1.84s/it]
 90%|█████████ | 17966/19900 [9:09:31<58:36,  1.82s/it]
 90%|█████████ | 17967/19900 [9:09:32<56:51,  1.76s/it]
 90%|█████████ | 17968/19900 [9:09:34<55:35,  1.73s/it]
 90%|█████████ | 17969/19900 [9:09:36<55:22,  1.72s/it]
 90%|█████████ | 17970/19900 [9:09:37<55:16,  1.72s/it]
 90%|█████████ | 17971/19900 [9:09:39<54:22,  1.69s/it]
 90%|█████████ | 17972/19900 [9:09:41<54:01,  1.68s/it]
 90%|█████████ | 17973/19900 [9:09:42<52:54,  1.65s/it]
 90%|█████████ | 17974/19900 [9:09:44<52:02,  1.62s/it]
 90%|█████████ | 17975/19900 [9:09:45<51:11,  1.60s/it]
 90%|█████████ | 17976/19900 [9:09:47<50:30,  1.58s/it]
 90%|█████████ | 17977/19900 [9:09:48<49:49,  1.55s/it]
 90%|█████████ | 17978/19900 [9:09:50<49:08,  1.53s/it]
 90%|█████████ | 17979/19900 [9:09:51<48:27,  1.51s/it]
 90%|█████████ | 17980/19900 [9:09:53<47:50,  1.49s/it]
 90%|█████████ | 17981/19900 [9:09:54<48:06,  1.50s/it]
 90%|█████████ | 17982/19900 [9:09:56<47:34,  1.49s/it]
 90%|█████████ | 17983/19900 [9:09:57<47:25,  1.48s/it]
 90%|█████████ | 17984/19900 [9:09:59<46:32,  1.46s/it]
 90%|█████████ | 17985/19900 [9:10:00<46:04,  1.44s/it]
 90%|█████████ | 17986/19900 [9:10:01<45:00,  1.41s/it]
 90%|█████████ | 17987/19900 [9:10:03<44:10,  1.39s/it]
 90%|█████████ | 17988/19900 [9:10:04<43:38,  1.37s/it]
 90%|█████████ | 17989/19900 [9:10:05<42:50,  1.35s/it]
 90%|█████████ | 17990/19900 [9:10:07<42:13,  1.33s/it]
 90%|█████████ | 17991/19900 [9:10:08<41:28,  1.30s/it]
 90%|█████████ | 17992/19900 [9:10:09<41:01,  1.29s/it]
 90%|█████████ | 17993/19900 [9:10:10<40:19,  1.27s/it]
 90%|█████████ | 17994/19900 [9:10:12<39:39,  1.25s/it]
 90%|█████████ | 17995/19900 [9:10:13<39:02,  1.23s/it]
 90%|█████████ | 17996/19900 [9:10:14<38:35,  1.22s/it]
 90%|█████████ | 17997/19900 [9:10:15<38:28,  1.21s/it]
 90%|█████████ | 17998/19900 [9:10:16<38:24,  1.21s/it]
 90%|█████████ | 17999/19900 [9:10:17<38:15,  1.21s/it]
 90%|█████████ | 18000/19900 [9:10:19<37:19,  1.18s/it]
                                                       

 90%|█████████ | 18000/19900 [9:10:19<37:19,  1.18s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.1974669694900513, 'eval_wer': 0.8600405679513184, 'eval_cer': 0.29824776375444184, 'eval_runtime': 123.9455, 'eval_samples_per_second': 23.865, 'eval_steps_per_second': 2.985, 'epoch': 87.94}
{'loss': 2.1388, 'learning_rate': 9.691340782122904e-06, 'epoch': 88.44}
{'loss': 2.0962, 'learning_rate': 9.276536312849161e-06, 'epoch': 88.94}
{'loss': 2.1021, 'learning_rate': 8.85754189944134e-06, 'epoch': 89.45}
{'loss': 2.0829, 'learning_rate': 8.438547486033518e-06, 'epoch': 89.95}
{'loss': 2.0911, 'learning_rate': 8.019553072625698e-06, 'epoch': 90.45}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.79it/s]

  1%|          | 3/370 [00:00<01:03,  5.78it/s]

  1%|          | 4/370 [00:00<01:14,  4.93it/s]

  1%|▏         | 5/370 [00:00<01:18,  4.63it/s]

  2%|▏         | 6/370 [00:01<01:12,  5.01it/s]

  2%|▏         | 7/370 [00:01<01:22,  4.40it/s]

  2%|▏         | 8/370 [00:01<01:19,  4.55it/s]

  2%|▏         | 9/370 [00:01<01:20,  4.50it/s]

  3%|▎         | 10/370 [00:02<01:19,  4.53it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.47it/s]

  3%|▎         | 12/370 [00:02<01:22,  4.34it/s]

  4%|▎         | 13/370 [00:02<01:22,  4.34it/s]

  4%|▍         | 14/370 [00:03<01:26,  4.13it/s]

  4%|▍         | 15/370 [00:03<01:21,  4.37it/s]

  4%|▍         | 16/370 [00:03<01:26,  4.07it/s]

  5%|▍         | 17/370 [00:03<01:19,  4.41it/s]

  5%|▍         | 18/370 [00:03<01:14,  4.71it/s]

  5%|▌         | 19/370 [00:04<01:18,  4.48it/s]

  5%|▌         | 20/370 [00:04<01:20,  4.33it/s]

  6%|▌         | 21/370 [00:04<01:17,  4.49it/s]

  6%|▌         | 22/370 [00:04<01:17,  4.52it/s]

  6%|▌         | 23/370 [00:05<01:15,  4.63it/s]

  6%|▋         | 24/370 [00:05<01:16,  4.55it/s]

  7%|▋         | 25/370 [00:05<01:18,  4.38it/s]

  7%|▋         | 26/370 [00:05<01:14,  4.64it/s]

  7%|▋         | 27/370 [00:05<01:13,  4.68it/s]

  8%|▊         | 28/370 [00:06<01:14,  4.58it/s]

  8%|▊         | 29/370 [00:06<01:21,  4.19it/s]

  8%|▊         | 30/370 [00:06<01:21,  4.19it/s]

  8%|▊         | 31/370 [00:06<01:18,  4.31it/s]

  9%|▊         | 32/370 [00:07<01:17,  4.39it/s]

  9%|▉         | 33/370 [00:07<01:17,  4.36it/s]

  9%|▉         | 34/370 [00:07<01:16,  4.40it/s]

  9%|▉         | 35/370 [00:07<01:19,  4.21it/s]

 10%|▉         | 36/370 [00:08<01:18,  4.25it/s]

 10%|█         | 37/370 [00:08<01:14,  4.47it/s]

 10%|█         | 38/370 [00:08<01:14,  4.46it/s]

 11%|█         | 39/370 [00:08<01:11,  4.65it/s]

 11%|█         | 40/370 [00:08<01:12,  4.56it/s]

 11%|█         | 41/370 [00:09<01:10,  4.68it/s]

 11%|█▏        | 42/370 [00:09<01:13,  4.44it/s]

 12%|█▏        | 43/370 [00:09<01:14,  4.37it/s]

 12%|█▏        | 44/370 [00:09<01:12,  4.52it/s]

 12%|█▏        | 45/370 [00:10<01:19,  4.08it/s]

 12%|█▏        | 46/370 [00:10<01:16,  4.21it/s]

 13%|█▎        | 47/370 [00:10<01:26,  3.72it/s]

 13%|█▎        | 48/370 [00:10<01:26,  3.73it/s]

 13%|█▎        | 49/370 [00:11<01:18,  4.07it/s]

 14%|█▎        | 50/370 [00:11<01:11,  4.50it/s]

 14%|█▍        | 51/370 [00:11<01:14,  4.27it/s]

 14%|█▍        | 52/370 [00:11<01:08,  4.61it/s]

 14%|█▍        | 53/370 [00:11<01:11,  4.43it/s]

 15%|█▍        | 54/370 [00:12<01:08,  4.63it/s]

 15%|█▍        | 55/370 [00:12<01:12,  4.33it/s]

 15%|█▌        | 56/370 [00:12<01:11,  4.37it/s]

 15%|█▌        | 57/370 [00:12<01:05,  4.81it/s]

 16%|█▌        | 58/370 [00:13<01:10,  4.45it/s]

 16%|█▌        | 59/370 [00:13<01:09,  4.50it/s]

 16%|█▌        | 60/370 [00:13<01:05,  4.74it/s]

 16%|█▋        | 61/370 [00:13<01:04,  4.76it/s]

 17%|█▋        | 62/370 [00:13<01:05,  4.67it/s]

 17%|█▋        | 63/370 [00:14<01:01,  4.96it/s]

 17%|█▋        | 64/370 [00:14<01:01,  5.01it/s]

 18%|█▊        | 65/370 [00:14<01:03,  4.80it/s]

 18%|█▊        | 66/370 [00:14<01:02,  4.87it/s]

 18%|█▊        | 67/370 [00:14<01:05,  4.64it/s]

 18%|█▊        | 68/370 [00:15<01:09,  4.31it/s]

 19%|█▊        | 69/370 [00:15<01:05,  4.57it/s]

 19%|█▉        | 70/370 [00:15<01:08,  4.40it/s]

 19%|█▉        | 71/370 [00:15<01:10,  4.26it/s]

 19%|█▉        | 72/370 [00:16<01:04,  4.65it/s]

 20%|█▉        | 73/370 [00:16<01:03,  4.64it/s]

 20%|██        | 74/370 [00:16<01:06,  4.44it/s]

 20%|██        | 75/370 [00:16<01:07,  4.35it/s]

 21%|██        | 76/370 [00:16<01:03,  4.61it/s]

 21%|██        | 77/370 [00:17<01:01,  4.78it/s]

 21%|██        | 78/370 [00:17<01:03,  4.59it/s]

 21%|██▏       | 79/370 [00:17<01:03,  4.56it/s]

 22%|██▏       | 80/370 [00:17<01:03,  4.54it/s]

 22%|██▏       | 81/370 [00:18<01:01,  4.68it/s]

 22%|██▏       | 82/370 [00:18<01:02,  4.63it/s]

 22%|██▏       | 83/370 [00:18<01:04,  4.47it/s]

 23%|██▎       | 84/370 [00:18<01:04,  4.40it/s]

 23%|██▎       | 85/370 [00:18<01:02,  4.56it/s]

 23%|██▎       | 86/370 [00:19<01:05,  4.35it/s]

 24%|██▎       | 87/370 [00:19<01:02,  4.52it/s]

 24%|██▍       | 88/370 [00:19<01:05,  4.33it/s]

 24%|██▍       | 89/370 [00:19<01:05,  4.28it/s]

 24%|██▍       | 90/370 [00:20<01:03,  4.41it/s]

 25%|██▍       | 91/370 [00:20<01:01,  4.51it/s]

 25%|██▍       | 92/370 [00:20<01:04,  4.32it/s]

 25%|██▌       | 93/370 [00:20<01:06,  4.16it/s]

 25%|██▌       | 94/370 [00:21<01:05,  4.21it/s]

 26%|██▌       | 95/370 [00:21<01:11,  3.87it/s]

 26%|██▌       | 96/370 [00:21<01:10,  3.87it/s]

 26%|██▌       | 97/370 [00:21<01:07,  4.04it/s]

 26%|██▋       | 98/370 [00:22<01:05,  4.18it/s]

 27%|██▋       | 99/370 [00:22<01:03,  4.25it/s]

 27%|██▋       | 100/370 [00:22<01:01,  4.38it/s]

 27%|██▋       | 101/370 [00:22<01:03,  4.22it/s]

 28%|██▊       | 102/370 [00:22<01:00,  4.45it/s]

 28%|██▊       | 103/370 [00:23<00:56,  4.74it/s]

 28%|██▊       | 104/370 [00:23<01:01,  4.35it/s]

 28%|██▊       | 105/370 [00:23<00:59,  4.48it/s]

 29%|██▊       | 106/370 [00:23<01:00,  4.35it/s]

 29%|██▉       | 107/370 [00:24<00:59,  4.40it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.51it/s]

 29%|██▉       | 109/370 [00:24<01:00,  4.34it/s]

 30%|██▉       | 110/370 [00:24<00:57,  4.54it/s]

 30%|███       | 111/370 [00:24<00:56,  4.62it/s]

 30%|███       | 112/370 [00:25<00:57,  4.48it/s]

 31%|███       | 113/370 [00:25<00:57,  4.49it/s]

 31%|███       | 114/370 [00:25<00:55,  4.58it/s]

 31%|███       | 115/370 [00:25<00:58,  4.34it/s]

 31%|███▏      | 116/370 [00:26<01:01,  4.15it/s]

 32%|███▏      | 117/370 [00:26<01:05,  3.87it/s]

 32%|███▏      | 118/370 [00:26<01:03,  3.94it/s]

 32%|███▏      | 119/370 [00:26<01:06,  3.76it/s]

 32%|███▏      | 120/370 [00:27<01:02,  4.00it/s]

 33%|███▎      | 121/370 [00:27<01:01,  4.07it/s]

 33%|███▎      | 122/370 [00:27<00:59,  4.18it/s]

 33%|███▎      | 123/370 [00:27<00:55,  4.43it/s]

 34%|███▎      | 124/370 [00:27<00:50,  4.84it/s]

 34%|███▍      | 125/370 [00:28<00:53,  4.59it/s]

 34%|███▍      | 126/370 [00:28<00:53,  4.59it/s]

 34%|███▍      | 127/370 [00:28<00:55,  4.38it/s]

 35%|███▍      | 128/370 [00:28<00:56,  4.30it/s]

 35%|███▍      | 129/370 [00:29<01:00,  3.98it/s]

 35%|███▌      | 130/370 [00:29<01:02,  3.82it/s]

 35%|███▌      | 131/370 [00:29<01:04,  3.70it/s]

 36%|███▌      | 132/370 [00:29<00:59,  4.01it/s]

 36%|███▌      | 133/370 [00:30<00:57,  4.09it/s]

 36%|███▌      | 134/370 [00:30<00:57,  4.08it/s]

 36%|███▋      | 135/370 [00:30<00:57,  4.08it/s]

 37%|███▋      | 136/370 [00:30<00:56,  4.17it/s]

 37%|███▋      | 137/370 [00:31<00:56,  4.16it/s]

 37%|███▋      | 138/370 [00:31<00:59,  3.88it/s]

 38%|███▊      | 139/370 [00:31<00:56,  4.10it/s]

 38%|███▊      | 140/370 [00:31<00:52,  4.36it/s]

 38%|███▊      | 141/370 [00:32<00:55,  4.15it/s]

 38%|███▊      | 142/370 [00:32<00:56,  4.05it/s]

 39%|███▊      | 143/370 [00:32<00:54,  4.14it/s]

 39%|███▉      | 144/370 [00:32<00:56,  4.03it/s]

 39%|███▉      | 145/370 [00:33<00:58,  3.82it/s]

 39%|███▉      | 146/370 [00:33<00:56,  3.99it/s]

 40%|███▉      | 147/370 [00:33<00:57,  3.87it/s]

 40%|████      | 148/370 [00:33<00:58,  3.78it/s]

 40%|████      | 149/370 [00:34<00:56,  3.94it/s]

 41%|████      | 150/370 [00:34<00:51,  4.30it/s]

 41%|████      | 151/370 [00:34<00:48,  4.52it/s]

 41%|████      | 152/370 [00:34<00:48,  4.48it/s]

 41%|████▏     | 153/370 [00:35<00:49,  4.39it/s]

 42%|████▏     | 154/370 [00:35<00:49,  4.34it/s]

 42%|████▏     | 155/370 [00:35<00:48,  4.44it/s]

 42%|████▏     | 156/370 [00:35<00:50,  4.26it/s]

 42%|████▏     | 157/370 [00:36<00:50,  4.19it/s]

 43%|████▎     | 158/370 [00:36<00:50,  4.22it/s]

 43%|████▎     | 159/370 [00:36<00:47,  4.41it/s]

 43%|████▎     | 160/370 [00:36<00:48,  4.34it/s]

 44%|████▎     | 161/370 [00:36<00:48,  4.33it/s]

 44%|████▍     | 162/370 [00:37<00:49,  4.24it/s]

 44%|████▍     | 163/370 [00:37<00:47,  4.40it/s]

 44%|████▍     | 164/370 [00:37<00:46,  4.39it/s]

 45%|████▍     | 165/370 [00:37<00:49,  4.17it/s]

 45%|████▍     | 166/370 [00:38<00:49,  4.14it/s]

 45%|████▌     | 167/370 [00:38<00:54,  3.73it/s]

 45%|████▌     | 168/370 [00:38<00:51,  3.92it/s]

 46%|████▌     | 169/370 [00:38<00:49,  4.08it/s]

 46%|████▌     | 170/370 [00:39<00:49,  4.07it/s]

 46%|████▌     | 171/370 [00:39<00:52,  3.79it/s]

 46%|████▋     | 172/370 [00:39<00:47,  4.18it/s]

 47%|████▋     | 173/370 [00:39<00:42,  4.63it/s]

 47%|████▋     | 174/370 [00:40<00:44,  4.40it/s]

 47%|████▋     | 175/370 [00:40<00:43,  4.52it/s]

 48%|████▊     | 176/370 [00:40<00:44,  4.36it/s]

 48%|████▊     | 177/370 [00:40<00:45,  4.20it/s]

 48%|████▊     | 178/370 [00:40<00:44,  4.28it/s]

 48%|████▊     | 179/370 [00:41<00:44,  4.29it/s]

 49%|████▊     | 180/370 [00:41<00:40,  4.69it/s]

 49%|████▉     | 181/370 [00:41<00:40,  4.66it/s]

 49%|████▉     | 182/370 [00:41<00:40,  4.66it/s]

 49%|████▉     | 183/370 [00:42<00:44,  4.20it/s]

 50%|████▉     | 184/370 [00:42<00:45,  4.13it/s]

 50%|█████     | 185/370 [00:42<00:42,  4.33it/s]

 50%|█████     | 186/370 [00:42<00:46,  3.97it/s]

 51%|█████     | 187/370 [00:43<00:48,  3.80it/s]

 51%|█████     | 188/370 [00:43<00:48,  3.79it/s]

 51%|█████     | 189/370 [00:43<00:49,  3.68it/s]

 51%|█████▏    | 190/370 [00:43<00:46,  3.84it/s]

 52%|█████▏    | 191/370 [00:44<00:44,  4.00it/s]

 52%|█████▏    | 192/370 [00:44<00:46,  3.86it/s]

 52%|█████▏    | 193/370 [00:44<00:46,  3.79it/s]

 52%|█████▏    | 194/370 [00:44<00:42,  4.17it/s]

 53%|█████▎    | 195/370 [00:45<00:44,  3.98it/s]

 53%|█████▎    | 196/370 [00:45<00:44,  3.90it/s]

 53%|█████▎    | 197/370 [00:45<00:42,  4.06it/s]

 54%|█████▎    | 198/370 [00:45<00:42,  4.09it/s]

 54%|█████▍    | 199/370 [00:46<00:40,  4.19it/s]

 54%|█████▍    | 200/370 [00:46<00:42,  4.01it/s]

 54%|█████▍    | 201/370 [00:46<00:40,  4.15it/s]

 55%|█████▍    | 202/370 [00:46<00:39,  4.23it/s]

 55%|█████▍    | 203/370 [00:47<00:38,  4.30it/s]

 55%|█████▌    | 204/370 [00:47<00:42,  3.88it/s]

 55%|█████▌    | 205/370 [00:47<00:39,  4.13it/s]

 56%|█████▌    | 206/370 [00:47<00:40,  4.03it/s]

 56%|█████▌    | 207/370 [00:48<00:41,  3.97it/s]

 56%|█████▌    | 208/370 [00:48<00:42,  3.78it/s]

 56%|█████▋    | 209/370 [00:48<00:41,  3.89it/s]

 57%|█████▋    | 210/370 [00:48<00:42,  3.76it/s]

 57%|█████▋    | 211/370 [00:49<00:43,  3.63it/s]

 57%|█████▋    | 212/370 [00:49<00:44,  3.59it/s]

 58%|█████▊    | 213/370 [00:49<00:44,  3.54it/s]

 58%|█████▊    | 214/370 [00:50<00:41,  3.77it/s]

 58%|█████▊    | 215/370 [00:50<00:40,  3.80it/s]

 58%|█████▊    | 216/370 [00:50<00:39,  3.94it/s]

 59%|█████▊    | 217/370 [00:50<00:37,  4.04it/s]

 59%|█████▉    | 218/370 [00:50<00:35,  4.27it/s]

 59%|█████▉    | 219/370 [00:51<00:36,  4.12it/s]

 59%|█████▉    | 220/370 [00:51<00:36,  4.10it/s]

 60%|█████▉    | 221/370 [00:51<00:37,  3.96it/s]

 60%|██████    | 222/370 [00:51<00:36,  4.09it/s]

 60%|██████    | 223/370 [00:52<00:37,  3.90it/s]

 61%|██████    | 224/370 [00:52<00:40,  3.63it/s]

 61%|██████    | 225/370 [00:52<00:42,  3.38it/s]

 61%|██████    | 226/370 [00:53<00:41,  3.49it/s]

 61%|██████▏   | 227/370 [00:53<00:41,  3.44it/s]

 62%|██████▏   | 228/370 [00:53<00:41,  3.43it/s]

 62%|██████▏   | 229/370 [00:54<00:41,  3.42it/s]

 62%|██████▏   | 230/370 [00:54<00:42,  3.31it/s]

 62%|██████▏   | 231/370 [00:54<00:39,  3.48it/s]

 63%|██████▎   | 232/370 [00:54<00:40,  3.38it/s]

 63%|██████▎   | 233/370 [00:55<00:40,  3.36it/s]

 63%|██████▎   | 234/370 [00:55<00:39,  3.49it/s]

 64%|██████▎   | 235/370 [00:55<00:37,  3.62it/s]

 64%|██████▍   | 236/370 [00:56<00:35,  3.77it/s]

 64%|██████▍   | 237/370 [00:56<00:35,  3.73it/s]

 64%|██████▍   | 238/370 [00:56<00:34,  3.79it/s]

 65%|██████▍   | 239/370 [00:56<00:33,  3.87it/s]

 65%|██████▍   | 240/370 [00:57<00:35,  3.70it/s]

 65%|██████▌   | 241/370 [00:57<00:35,  3.63it/s]

 65%|██████▌   | 242/370 [00:57<00:34,  3.73it/s]

 66%|██████▌   | 243/370 [00:57<00:36,  3.46it/s]

 66%|██████▌   | 244/370 [00:58<00:38,  3.25it/s]

 66%|██████▌   | 245/370 [00:58<00:36,  3.41it/s]

 66%|██████▋   | 246/370 [00:58<00:34,  3.56it/s]

 67%|██████▋   | 247/370 [00:59<00:31,  3.88it/s]

 67%|██████▋   | 248/370 [00:59<00:30,  3.99it/s]

 67%|██████▋   | 249/370 [00:59<00:31,  3.82it/s]

 68%|██████▊   | 250/370 [00:59<00:33,  3.54it/s]

 68%|██████▊   | 251/370 [01:00<00:32,  3.70it/s]

 68%|██████▊   | 252/370 [01:00<00:34,  3.40it/s]

 68%|██████▊   | 253/370 [01:00<00:35,  3.27it/s]

 69%|██████▊   | 254/370 [01:01<00:34,  3.34it/s]

 69%|██████▉   | 255/370 [01:01<00:34,  3.38it/s]

 69%|██████▉   | 256/370 [01:01<00:34,  3.33it/s]

 69%|██████▉   | 257/370 [01:02<00:34,  3.28it/s]

 70%|██████▉   | 258/370 [01:02<00:33,  3.32it/s]

 70%|███████   | 259/370 [01:02<00:32,  3.39it/s]

 70%|███████   | 260/370 [01:02<00:30,  3.61it/s]

 71%|███████   | 261/370 [01:03<00:30,  3.54it/s]

 71%|███████   | 262/370 [01:03<00:30,  3.51it/s]

 71%|███████   | 263/370 [01:03<00:31,  3.40it/s]

 71%|███████▏  | 264/370 [01:04<00:32,  3.29it/s]

 72%|███████▏  | 265/370 [01:04<00:30,  3.41it/s]

 72%|███████▏  | 266/370 [01:04<00:31,  3.33it/s]

 72%|███████▏  | 267/370 [01:04<00:31,  3.24it/s]

 72%|███████▏  | 268/370 [01:05<00:31,  3.25it/s]

 73%|███████▎  | 269/370 [01:05<00:31,  3.18it/s]

 73%|███████▎  | 270/370 [01:05<00:31,  3.21it/s]

 73%|███████▎  | 271/370 [01:06<00:31,  3.17it/s]

 74%|███████▎  | 272/370 [01:06<00:29,  3.34it/s]

 74%|███████▍  | 273/370 [01:06<00:29,  3.27it/s]

 74%|███████▍  | 274/370 [01:07<00:28,  3.35it/s]

 74%|███████▍  | 275/370 [01:07<00:28,  3.38it/s]

 75%|███████▍  | 276/370 [01:07<00:27,  3.42it/s]

 75%|███████▍  | 277/370 [01:08<00:27,  3.33it/s]

 75%|███████▌  | 278/370 [01:08<00:28,  3.21it/s]

 75%|███████▌  | 279/370 [01:08<00:29,  3.04it/s]

 76%|███████▌  | 280/370 [01:09<00:29,  3.06it/s]

 76%|███████▌  | 281/370 [01:09<00:27,  3.19it/s]

 76%|███████▌  | 282/370 [01:09<00:27,  3.21it/s]

 76%|███████▋  | 283/370 [01:09<00:27,  3.20it/s]

 77%|███████▋  | 284/370 [01:10<00:27,  3.18it/s]

 77%|███████▋  | 285/370 [01:10<00:27,  3.05it/s]

 77%|███████▋  | 286/370 [01:10<00:28,  2.99it/s]

 78%|███████▊  | 287/370 [01:11<00:27,  3.05it/s]

 78%|███████▊  | 288/370 [01:11<00:25,  3.15it/s]

 78%|███████▊  | 289/370 [01:11<00:24,  3.37it/s]

 78%|███████▊  | 290/370 [01:12<00:24,  3.26it/s]

 79%|███████▊  | 291/370 [01:12<00:24,  3.25it/s]

 79%|███████▉  | 292/370 [01:12<00:23,  3.37it/s]

 79%|███████▉  | 293/370 [01:13<00:23,  3.31it/s]

 79%|███████▉  | 294/370 [01:13<00:22,  3.39it/s]

 80%|███████▉  | 295/370 [01:13<00:21,  3.51it/s]

 80%|████████  | 296/370 [01:13<00:20,  3.55it/s]

 80%|████████  | 297/370 [01:14<00:21,  3.38it/s]

 81%|████████  | 298/370 [01:14<00:22,  3.20it/s]

 81%|████████  | 299/370 [01:14<00:21,  3.29it/s]

 81%|████████  | 300/370 [01:15<00:21,  3.32it/s]

 81%|████████▏ | 301/370 [01:15<00:21,  3.20it/s]

 82%|████████▏ | 302/370 [01:15<00:20,  3.36it/s]

 82%|████████▏ | 303/370 [01:16<00:19,  3.35it/s]

 82%|████████▏ | 304/370 [01:16<00:19,  3.37it/s]

 82%|████████▏ | 305/370 [01:16<00:19,  3.27it/s]

 83%|████████▎ | 306/370 [01:16<00:19,  3.30it/s]

 83%|████████▎ | 307/370 [01:17<00:19,  3.17it/s]

 83%|████████▎ | 308/370 [01:17<00:18,  3.28it/s]

 84%|████████▎ | 309/370 [01:17<00:18,  3.33it/s]

 84%|████████▍ | 310/370 [01:18<00:18,  3.27it/s]

 84%|████████▍ | 311/370 [01:18<00:18,  3.24it/s]

 84%|████████▍ | 312/370 [01:18<00:17,  3.27it/s]

 85%|████████▍ | 313/370 [01:19<00:17,  3.35it/s]

 85%|████████▍ | 314/370 [01:19<00:15,  3.55it/s]

 85%|████████▌ | 315/370 [01:19<00:15,  3.60it/s]

 85%|████████▌ | 316/370 [01:19<00:15,  3.55it/s]

 86%|████████▌ | 317/370 [01:20<00:15,  3.47it/s]

 86%|████████▌ | 318/370 [01:20<00:15,  3.32it/s]

 86%|████████▌ | 319/370 [01:20<00:14,  3.43it/s]

 86%|████████▋ | 320/370 [01:21<00:14,  3.48it/s]

 87%|████████▋ | 321/370 [01:21<00:14,  3.43it/s]

 87%|████████▋ | 322/370 [01:21<00:13,  3.52it/s]

 87%|████████▋ | 323/370 [01:21<00:13,  3.53it/s]

 88%|████████▊ | 324/370 [01:22<00:12,  3.65it/s]

 88%|████████▊ | 325/370 [01:22<00:12,  3.59it/s]

 88%|████████▊ | 326/370 [01:22<00:12,  3.50it/s]

 88%|████████▊ | 327/370 [01:23<00:12,  3.44it/s]

 89%|████████▊ | 328/370 [01:23<00:11,  3.66it/s]

 89%|████████▉ | 329/370 [01:23<00:11,  3.71it/s]

 89%|████████▉ | 330/370 [01:23<00:11,  3.56it/s]

 89%|████████▉ | 331/370 [01:24<00:11,  3.42it/s]

 90%|████████▉ | 332/370 [01:24<00:11,  3.45it/s]

 90%|█████████ | 333/370 [01:24<00:10,  3.53it/s]

 90%|█████████ | 334/370 [01:25<00:10,  3.50it/s]

 91%|█████████ | 335/370 [01:25<00:09,  3.61it/s]

 91%|█████████ | 336/370 [01:25<00:09,  3.55it/s]

 91%|█████████ | 337/370 [01:25<00:09,  3.51it/s]

 91%|█████████▏| 338/370 [01:26<00:09,  3.41it/s]

 92%|█████████▏| 339/370 [01:26<00:08,  3.46it/s]

 92%|█████████▏| 340/370 [01:26<00:08,  3.36it/s]

 92%|█████████▏| 341/370 [01:27<00:08,  3.47it/s]

 92%|█████████▏| 342/370 [01:27<00:07,  3.57it/s]

 93%|█████████▎| 343/370 [01:27<00:07,  3.68it/s]

 93%|█████████▎| 344/370 [01:27<00:07,  3.41it/s]

 93%|█████████▎| 345/370 [01:28<00:07,  3.17it/s]

 94%|█████████▎| 346/370 [01:28<00:07,  3.08it/s]

 94%|█████████▍| 347/370 [01:28<00:07,  2.97it/s]

 94%|█████████▍| 348/370 [01:29<00:06,  3.18it/s]

 94%|█████████▍| 349/370 [01:29<00:06,  3.15it/s]

 95%|█████████▍| 350/370 [01:29<00:06,  3.30it/s]

 95%|█████████▍| 351/370 [01:30<00:05,  3.21it/s]

 95%|█████████▌| 352/370 [01:30<00:05,  3.08it/s]

 95%|█████████▌| 353/370 [01:30<00:05,  3.18it/s]

 96%|█████████▌| 354/370 [01:31<00:05,  3.19it/s]

 96%|█████████▌| 355/370 [01:31<00:04,  3.36it/s]

 96%|█████████▌| 356/370 [01:31<00:03,  3.51it/s]

 96%|█████████▋| 357/370 [01:31<00:03,  3.63it/s]

 97%|█████████▋| 358/370 [01:32<00:03,  3.91it/s]

 97%|█████████▋| 359/370 [01:32<00:02,  3.91it/s]

 97%|█████████▋| 360/370 [01:32<00:02,  3.75it/s]

 98%|█████████▊| 361/370 [01:32<00:02,  3.78it/s]

 98%|█████████▊| 362/370 [01:33<00:02,  3.83it/s]

 98%|█████████▊| 363/370 [01:33<00:01,  4.13it/s]

 98%|█████████▊| 364/370 [01:33<00:01,  3.80it/s]

 99%|█████████▊| 365/370 [01:33<00:01,  3.98it/s]

 99%|█████████▉| 366/370 [01:34<00:01,  3.91it/s]

 99%|█████████▉| 367/370 [01:34<00:00,  3.90it/s]

 99%|█████████▉| 368/370 [01:34<00:00,  3.95it/s]

100%|█████████▉| 369/370 [01:34<00:00,  3.88it/s]

100%|██████████| 370/370 [01:35<00:00,  4.15it/s]
                                                       

                                                 

 90%|█████████ | 18000/19900 [9:12:21<37:19,  1.18s/it]

100%|██████████| 370/370 [02:01<00:00,  4.15it/s]

                                                 Saving model checkpoint to ./checkpoint-18000
Configuration saved in ./checkpoint-18000/config.json
Model weights saved in ./checkpoint-18000/pytorch_model.bin
Configuration saved in ./checkpoint-18000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-16500] due to args.save_total_limit

 90%|█████████ | 18001/19900 [9:13:41<32:27:16, 61.53s/it]
 90%|█████████ | 18002/19900 [9:13:42<22:53:16, 43.41s/it]
 90%|█████████ | 18003/19900 [9:13:43<16:10:49, 30.71s/it]
 90%|█████████ | 18004/19900 [9:13:44<11:29:37, 21.82s/it]
 90%|█████████ | 18005/19900 [9:13:45<8:12:05, 15.58s/it] 
 90%|█████████ | 18006/19900 [9:13:46<5:53:38, 11.20s/it]
 90%|█████████ | 18007/19900 [9:13:47<4:16:44,  8.14s/it]
 90%|█████████ | 18008/19900 [9:13:48<3:08:30,  5.98s/it]
 90%|█████████ | 18009/19900 [9:13:51<2:34:12,  4.89s/it]
 91%|█████████ | 18010/19900 [9:13:53<2:08:21,  4.07s/it]
 91%|█████████ | 18011/19900 [9:13:55<1:49:46,  3.49s/it]
 91%|█████████ | 18012/19900 [9:13:57<1:34:52,  3.02s/it]
 91%|█████████ | 18013/19900 [9:13:59<1:23:53,  2.67s/it]
 91%|█████████ | 18014/19900 [9:14:00<1:15:31,  2.40s/it]
 91%|█████████ | 18015/19900 [9:14:02<1:10:19,  2.24s/it]
 91%|█████████ | 18016/19900 [9:14:04<1:06:23,  2.11s/it]
 91%|█████████ | 18017/19900 [9:14:06<1:03:22,  2.02s/it]
 91%|█████████ | 18018/19900 [9:14:08<1:00:10,  1.92s/it]
 91%|█████████ | 18019/19900 [9:14:09<58:21,  1.86s/it]  
 91%|█████████ | 18020/19900 [9:14:11<55:34,  1.77s/it]
 91%|█████████ | 18021/19900 [9:14:12<53:41,  1.71s/it]
 91%|█████████ | 18022/19900 [9:14:14<52:23,  1.67s/it]
 91%|█████████ | 18023/19900 [9:14:16<51:31,  1.65s/it]
 91%|█████████ | 18024/19900 [9:14:17<50:31,  1.62s/it]
 91%|█████████ | 18025/19900 [9:14:19<49:17,  1.58s/it]
 91%|█████████ | 18026/19900 [9:14:20<50:10,  1.61s/it]
 91%|█████████ | 18027/19900 [9:14:22<49:44,  1.59s/it]
 91%|█████████ | 18028/19900 [9:14:23<48:57,  1.57s/it]
 91%|█████████ | 18029/19900 [9:14:25<48:43,  1.56s/it]
 91%|█████████ | 18030/19900 [9:14:26<47:32,  1.53s/it]
 91%|█████████ | 18031/19900 [9:14:28<47:24,  1.52s/it]
 91%|█████████ | 18032/19900 [9:14:29<46:41,  1.50s/it]
 91%|█████████ | 18033/19900 [9:14:31<46:22,  1.49s/it]
 91%|█████████ | 18034/19900 [9:14:32<45:43,  1.47s/it]
 91%|█████████ | 18035/19900 [9:14:34<45:40,  1.47s/it]
 91%|█████████ | 18036/19900 [9:14:35<45:41,  1.47s/it]
 91%|█████████ | 18037/19900 [9:14:36<44:40,  1.44s/it]
 91%|█████████ | 18038/19900 [9:14:38<43:59,  1.42s/it]
 91%|█████████ | 18039/19900 [9:14:39<43:27,  1.40s/it]
 91%|█████████ | 18040/19900 [9:14:41<43:25,  1.40s/it]
 91%|█████████ | 18041/19900 [9:14:42<42:03,  1.36s/it]
 91%|█████████ | 18042/19900 [9:14:43<41:09,  1.33s/it]
 91%|█████████ | 18043/19900 [9:14:44<40:27,  1.31s/it]
 91%|█████████ | 18044/19900 [9:14:46<39:36,  1.28s/it]
 91%|█████████ | 18045/19900 [9:14:47<38:36,  1.25s/it]
 91%|█████████ | 18046/19900 [9:14:48<38:10,  1.24s/it]
 91%|█████████ | 18047/19900 [9:14:49<37:57,  1.23s/it]
 91%|█████████ | 18048/19900 [9:14:50<37:05,  1.20s/it]
 91%|█████████ | 18049/19900 [9:14:51<36:37,  1.19s/it]
 91%|█████████ | 18050/19900 [9:14:53<36:03,  1.17s/it]
 91%|█████████ | 18051/19900 [9:14:54<36:05,  1.17s/it]
 91%|█████████ | 18052/19900 [9:14:55<35:27,  1.15s/it]
 91%|█████████ | 18053/19900 [9:14:56<34:42,  1.13s/it]
 91%|█████████ | 18054/19900 [9:14:57<33:26,  1.09s/it]
 91%|█████████ | 18055/19900 [9:14:58<32:29,  1.06s/it]
 91%|█████████ | 18056/19900 [9:14:59<31:26,  1.02s/it]
 91%|█████████ | 18057/19900 [9:15:00<30:07,  1.02it/s]
 91%|█████████ | 18058/19900 [9:15:02<43:22,  1.41s/it]
 91%|█████████ | 18059/19900 [9:15:04<50:18,  1.64s/it]
 91%|█████████ | 18060/19900 [9:15:06<53:17,  1.74s/it]
 91%|█████████ | 18061/19900 [9:15:08<54:56,  1.79s/it]
 91%|█████████ | 18062/19900 [9:15:10<56:02,  1.83s/it]
 91%|█████████ | 18063/19900 [9:15:12<56:40,  1.85s/it]
 91%|█████████ | 18064/19900 [9:15:14<55:52,  1.83s/it]
 91%|█████████ | 18065/19900 [9:15:16<55:05,  1.80s/it]
 91%|█████████ | 18066/19900 [9:15:17<54:15,  1.78s/it]
 91%|█████████ | 18067/19900 [9:15:19<53:17,  1.74s/it]
 91%|█████████ | 18068/19900 [9:15:21<52:43,  1.73s/it]
 91%|█████████ | 18069/19900 [9:15:22<51:40,  1.69s/it]
 91%|█████████ | 18070/19900 [9:15:24<51:18,  1.68s/it]
 91%|█████████ | 18071/19900 [9:15:25<49:57,  1.64s/it]
 91%|█████████ | 18072/19900 [9:15:27<49:11,  1.61s/it]
 91%|█████████ | 18073/19900 [9:15:29<48:39,  1.60s/it]
 91%|█████████ | 18074/19900 [9:15:30<47:41,  1.57s/it]
 91%|█████████ | 18075/19900 [9:15:32<47:07,  1.55s/it]
 91%|█████████ | 18076/19900 [9:15:33<47:35,  1.57s/it]
 91%|█████████ | 18077/19900 [9:15:35<46:53,  1.54s/it]
 91%|█████████ | 18078/19900 [9:15:36<46:42,  1.54s/it]
 91%|█████████ | 18079/19900 [9:15:38<46:26,  1.53s/it]
 91%|█████████ | 18080/19900 [9:15:39<45:28,  1.50s/it]
 91%|█████████ | 18081/19900 [9:15:41<45:50,  1.51s/it]
 91%|█████████ | 18082/19900 [9:15:42<44:59,  1.48s/it]
 91%|█████████ | 18083/19900 [9:15:43<43:57,  1.45s/it]
 91%|█████████ | 18084/19900 [9:15:45<42:57,  1.42s/it]
 91%|█████████ | 18085/19900 [9:15:46<41:43,  1.38s/it]
 91%|█████████ | 18086/19900 [9:15:47<41:25,  1.37s/it]
 91%|█████████ | 18087/19900 [9:15:49<40:50,  1.35s/it]
 91%|█████████ | 18088/19900 [9:15:50<40:28,  1.34s/it]
 91%|█████████ | 18089/19900 [9:15:51<39:56,  1.32s/it]
 91%|█████████ | 18090/19900 [9:15:53<39:42,  1.32s/it]
 91%|█████████ | 18091/19900 [9:15:54<39:02,  1.29s/it]
 91%|█████████ | 18092/19900 [9:15:55<38:35,  1.28s/it]
 91%|█████████ | 18093/19900 [9:15:56<38:54,  1.29s/it]
 91%|█████████ | 18094/19900 [9:15:58<38:17,  1.27s/it]
 91%|█████████ | 18095/19900 [9:15:59<37:49,  1.26s/it]
 91%|█████████ | 18096/19900 [9:16:00<37:05,  1.23s/it]
 91%|█████████ | 18097/19900 [9:16:01<36:28,  1.21s/it]
 91%|█████████ | 18098/19900 [9:16:02<35:30,  1.18s/it]
 91%|█████████ | 18099/19900 [9:16:04<35:30,  1.18s/it]
 91%|█████████ | 18100/19900 [9:16:05<34:30,  1.15s/it]
                                                       

 91%|█████████ | 18100/19900 [9:16:05<34:30,  1.15s/it]
 91%|█████████ | 18101/19900 [9:16:06<33:42,  1.12s/it]
 91%|█████████ | 18102/19900 [9:16:07<33:06,  1.11s/it]
 91%|█████████ | 18103/19900 [9:16:08<32:41,  1.09s/it]
 91%|█████████ | 18104/19900 [9:16:09<32:01,  1.07s/it]
 91%|█████████ | 18105/19900 [9:16:10<31:02,  1.04s/it]
 91%|█████████ | 18106/19900 [9:16:11<29:56,  1.00s/it]
 91%|█████████ | 18107/19900 [9:16:13<37:07,  1.24s/it]
 91%|█████████ | 18108/19900 [9:16:14<39:09,  1.31s/it]
 91%|█████████ | 18109/19900 [9:16:15<38:03,  1.28s/it]
 91%|█████████ | 18110/19900 [9:16:18<51:40,  1.73s/it]
 91%|█████████ | 18111/19900 [9:16:20<55:02,  1.85s/it]
 91%|█████████ | 18112/19900 [9:16:22<56:04,  1.88s/it]
 91%|█████████ | 18113/19900 [9:16:24<56:52,  1.91s/it]
 91%|█████████ | 18114/19900 [9:16:26<56:41,  1.90s/it]
 91%|█████████ | 18115/19900 [9:16:28<55:20,  1.86s/it]
 91%|█████████ | 18116/19900 [9:16:29<54:16,  1.83s/it]
 91%|█████████ | 18117/19900 [9:16:31<52:51,  1.78s/it]
 91%|█████████ | 18118/19900 [9:16:33<51:32,  1.74s/it]
 91%|█████████ | 18119/19900 [9:16:34<50:22,  1.70s/it]
 91%|█████████ | 18120/19900 [9:16:36<49:31,  1.67s/it]
 91%|█████████ | 18121/19900 [9:16:38<49:05,  1.66s/it]
 91%|█████████ | 18122/19900 [9:16:39<48:24,  1.63s/it]
 91%|█████████ | 18123/19900 [9:16:41<48:10,  1.63s/it]
 91%|█████████ | 18124/19900 [9:16:42<47:13,  1.60s/it]
 91%|█████████ | 18125/19900 [9:16:44<46:50,  1.58s/it]
 91%|█████████ | 18126/19900 [9:16:45<46:23,  1.57s/it]
 91%|█████████ | 18127/19900 [9:16:47<46:02,  1.56s/it]
 91%|█████████ | 18128/19900 [9:16:48<45:19,  1.53s/it]
 91%|█████████ | 18129/19900 [9:16:50<45:00,  1.53s/it]
 91%|█████████ | 18130/19900 [9:16:51<44:25,  1.51s/it]
 91%|█████████ | 18131/19900 [9:16:53<44:32,  1.51s/it]
 91%|█████████ | 18132/19900 [9:16:54<43:30,  1.48s/it]
 91%|█████████ | 18133/19900 [9:16:56<42:48,  1.45s/it]
 91%|█████████ | 18134/19900 [9:16:57<42:45,  1.45s/it]
 91%|█████████ | 18135/19900 [9:16:59<42:20,  1.44s/it]
 91%|█████████ | 18136/19900 [9:17:00<41:52,  1.42s/it]
 91%|█████████ | 18137/19900 [9:17:01<40:44,  1.39s/it]
 91%|█████████ | 18138/19900 [9:17:03<40:14,  1.37s/it]
 91%|█████████ | 18139/19900 [9:17:04<39:31,  1.35s/it]
 91%|█████████ | 18140/19900 [9:17:05<38:44,  1.32s/it]
 91%|█████████ | 18141/19900 [9:17:06<38:10,  1.30s/it]
 91%|█████████ | 18142/19900 [9:17:08<38:01,  1.30s/it]
 91%|█████████ | 18143/19900 [9:17:09<37:27,  1.28s/it]
 91%|█████████ | 18144/19900 [9:17:10<36:50,  1.26s/it]
 91%|█████████ | 18145/19900 [9:17:11<36:50,  1.26s/it]
 91%|█████████ | 18146/19900 [9:17:13<37:05,  1.27s/it]
 91%|█████████ | 18147/19900 [9:17:14<36:41,  1.26s/it]
 91%|█████████ | 18148/19900 [9:17:15<35:41,  1.22s/it]
 91%|█████████ | 18149/19900 [9:17:16<35:40,  1.22s/it]
 91%|█████████ | 18150/19900 [9:17:17<34:34,  1.19s/it]
 91%|█████████ | 18151/19900 [9:17:18<34:13,  1.17s/it]
 91%|█████████ | 18152/19900 [9:17:20<33:56,  1.17s/it]
 91%|█████████ | 18153/19900 [9:17:21<33:02,  1.13s/it]
 91%|█████████ | 18154/19900 [9:17:22<31:51,  1.09s/it]
 91%|█████████ | 18155/19900 [9:17:23<31:00,  1.07s/it]
 91%|█████████ | 18156/19900 [9:17:24<30:18,  1.04s/it]
 91%|█████████ | 18157/19900 [9:17:25<28:47,  1.01it/s]
 91%|█████████ | 18158/19900 [9:17:25<26:52,  1.08it/s]
 91%|█████████▏| 18159/19900 [9:17:28<39:27,  1.36s/it]
 91%|█████████▏| 18160/19900 [9:17:30<45:56,  1.58s/it]
 91%|█████████▏| 18161/19900 [9:17:32<49:52,  1.72s/it]
 91%|█████████▏| 18162/19900 [9:17:34<52:01,  1.80s/it]
 91%|█████████▏| 18163/19900 [9:17:36<52:52,  1.83s/it]
 91%|█████████▏| 18164/19900 [9:17:38<52:46,  1.82s/it]
 91%|█████████▏| 18165/19900 [9:17:39<52:43,  1.82s/it]
 91%|█████████▏| 18166/19900 [9:17:41<51:42,  1.79s/it]
 91%|█████████▏| 18167/19900 [9:17:43<51:16,  1.77s/it]
 91%|█████████▏| 18168/19900 [9:17:44<50:25,  1.75s/it]
 91%|█████████▏| 18169/19900 [9:17:46<49:25,  1.71s/it]
 91%|█████████▏| 18170/19900 [9:17:48<48:34,  1.68s/it]
 91%|█████████▏| 18171/19900 [9:17:49<47:06,  1.64s/it]
 91%|█████████▏| 18172/19900 [9:17:51<46:01,  1.60s/it]
 91%|█████████▏| 18173/19900 [9:17:52<45:22,  1.58s/it]
 91%|█████████▏| 18174/19900 [9:17:54<45:19,  1.58s/it]
 91%|█████████▏| 18175/19900 [9:17:55<44:57,  1.56s/it]
 91%|█████████▏| 18176/19900 [9:17:57<44:04,  1.53s/it]
 91%|█████████▏| 18177/19900 [9:17:58<43:56,  1.53s/it]
 91%|█████████▏| 18178/19900 [9:18:00<43:30,  1.52s/it]
 91%|█████████▏| 18179/19900 [9:18:01<43:27,  1.52s/it]
 91%|█████████▏| 18180/19900 [9:18:03<42:36,  1.49s/it]
 91%|█████████▏| 18181/19900 [9:18:04<42:03,  1.47s/it]
 91%|█████████▏| 18182/19900 [9:18:06<41:29,  1.45s/it]
 91%|█████████▏| 18183/19900 [9:18:07<41:25,  1.45s/it]
 91%|█████████▏| 18184/19900 [9:18:08<40:54,  1.43s/it]
 91%|█████████▏| 18185/19900 [9:18:10<40:01,  1.40s/it]
 91%|█████████▏| 18186/19900 [9:18:11<39:13,  1.37s/it]
 91%|█████████▏| 18187/19900 [9:18:12<38:54,  1.36s/it]
 91%|█████████▏| 18188/19900 [9:18:14<38:33,  1.35s/it]
 91%|█████████▏| 18189/19900 [9:18:15<38:01,  1.33s/it]
 91%|█████████▏| 18190/19900 [9:18:16<37:46,  1.33s/it]
 91%|█████████▏| 18191/19900 [9:18:18<37:05,  1.30s/it]
 91%|█████████▏| 18192/19900 [9:18:19<37:10,  1.31s/it]
 91%|█████████▏| 18193/19900 [9:18:20<36:32,  1.28s/it]
 91%|█████████▏| 18194/19900 [9:18:21<35:54,  1.26s/it]
 91%|█████████▏| 18195/19900 [9:18:23<35:40,  1.26s/it]
 91%|█████████▏| 18196/19900 [9:18:24<36:19,  1.28s/it]
 91%|█████████▏| 18197/19900 [9:18:25<35:19,  1.24s/it]
 91%|█████████▏| 18198/19900 [9:18:26<34:48,  1.23s/it]
 91%|█████████▏| 18199/19900 [9:18:27<34:01,  1.20s/it]
 91%|█████████▏| 18200/19900 [9:18:29<33:25,  1.18s/it]
                                                       

 91%|█████████▏| 18200/19900 [9:18:29<33:25,  1.18s/it]
 91%|█████████▏| 18201/19900 [9:18:30<33:19,  1.18s/it]
 91%|█████████▏| 18202/19900 [9:18:31<32:35,  1.15s/it]
 91%|█████████▏| 18203/19900 [9:18:32<32:41,  1.16s/it]
 91%|█████████▏| 18204/19900 [9:18:33<31:38,  1.12s/it]
 91%|█████████▏| 18205/19900 [9:18:34<31:20,  1.11s/it]
 91%|█████████▏| 18206/19900 [9:18:35<30:09,  1.07s/it]
 91%|█████████▏| 18207/19900 [9:18:36<28:43,  1.02s/it]
 91%|█████████▏| 18208/19900 [9:18:38<40:05,  1.42s/it]
 92%|█████████▏| 18209/19900 [9:18:41<47:05,  1.67s/it]
 92%|█████████▏| 18210/19900 [9:18:43<49:02,  1.74s/it]
 92%|█████████▏| 18211/19900 [9:18:44<50:02,  1.78s/it]
 92%|█████████▏| 18212/19900 [9:18:46<50:49,  1.81s/it]
 92%|█████████▏| 18213/19900 [9:18:48<50:19,  1.79s/it]
 92%|█████████▏| 18214/19900 [9:18:50<50:09,  1.78s/it]
 92%|█████████▏| 18215/19900 [9:18:52<49:44,  1.77s/it]
 92%|█████████▏| 18216/19900 [9:18:53<48:56,  1.74s/it]
 92%|█████████▏| 18217/19900 [9:18:55<48:23,  1.72s/it]
 92%|█████████▏| 18218/19900 [9:18:56<47:12,  1.68s/it]
 92%|█████████▏| 18219/19900 [9:18:58<46:32,  1.66s/it]
 92%|█████████▏| 18220/19900 [9:19:00<46:28,  1.66s/it]
 92%|█████████▏| 18221/19900 [9:19:01<46:46,  1.67s/it]
 92%|█████████▏| 18222/19900 [9:19:03<45:46,  1.64s/it]
 92%|█████████▏| 18223/19900 [9:19:04<44:25,  1.59s/it]
 92%|█████████▏| 18224/19900 [9:19:06<43:47,  1.57s/it]
 92%|█████████▏| 18225/19900 [9:19:07<43:11,  1.55s/it]
 92%|█████████▏| 18226/19900 [9:19:09<42:21,  1.52s/it]
 92%|█████████▏| 18227/19900 [9:19:11<42:47,  1.53s/it]
 92%|█████████▏| 18228/19900 [9:19:12<42:06,  1.51s/it]
 92%|█████████▏| 18229/19900 [9:19:13<41:35,  1.49s/it]
 92%|█████████▏| 18230/19900 [9:19:15<41:40,  1.50s/it]
 92%|█████████▏| 18231/19900 [9:19:16<41:24,  1.49s/it]
 92%|█████████▏| 18232/19900 [9:19:18<41:05,  1.48s/it]
 92%|█████████▏| 18233/19900 [9:19:19<40:16,  1.45s/it]
 92%|█████████▏| 18234/19900 [9:19:21<39:13,  1.41s/it]
 92%|█████████▏| 18235/19900 [9:19:22<38:51,  1.40s/it]
 92%|█████████▏| 18236/19900 [9:19:23<38:18,  1.38s/it]
 92%|█████████▏| 18237/19900 [9:19:25<37:48,  1.36s/it]
 92%|█████████▏| 18238/19900 [9:19:26<37:25,  1.35s/it]
 92%|█████████▏| 18239/19900 [9:19:27<36:38,  1.32s/it]
 92%|█████████▏| 18240/19900 [9:19:28<36:19,  1.31s/it]
 92%|█████████▏| 18241/19900 [9:19:30<35:45,  1.29s/it]
 92%|█████████▏| 18242/19900 [9:19:31<35:36,  1.29s/it]
 92%|█████████▏| 18243/19900 [9:19:32<34:57,  1.27s/it]
 92%|█████████▏| 18244/19900 [9:19:33<34:59,  1.27s/it]
 92%|█████████▏| 18245/19900 [9:19:35<34:39,  1.26s/it]
 92%|█████████▏| 18246/19900 [9:19:36<34:03,  1.24s/it]
 92%|█████████▏| 18247/19900 [9:19:37<33:52,  1.23s/it]
 92%|█████████▏| 18248/19900 [9:19:38<33:25,  1.21s/it]
 92%|█████████▏| 18249/19900 [9:19:39<33:18,  1.21s/it]
 92%|█████████▏| 18250/19900 [9:19:41<31:57,  1.16s/it]
 92%|█████████▏| 18251/19900 [9:19:42<31:17,  1.14s/it]
 92%|█████████▏| 18252/19900 [9:19:43<30:52,  1.12s/it]
 92%|█████████▏| 18253/19900 [9:19:44<29:50,  1.09s/it]
 92%|█████████▏| 18254/19900 [9:19:45<28:59,  1.06s/it]
 92%|█████████▏| 18255/19900 [9:19:46<28:21,  1.03s/it]
 92%|█████████▏| 18256/19900 [9:19:47<27:34,  1.01s/it]
 92%|█████████▏| 18257/19900 [9:19:49<38:33,  1.41s/it]
 92%|█████████▏| 18258/19900 [9:19:51<44:35,  1.63s/it]
 92%|█████████▏| 18259/19900 [9:19:53<47:56,  1.75s/it]
 92%|█████████▏| 18260/19900 [9:19:55<49:10,  1.80s/it]
 92%|█████████▏| 18261/19900 [9:19:57<50:08,  1.84s/it]
 92%|█████████▏| 18262/19900 [9:19:59<50:02,  1.83s/it]
 92%|█████████▏| 18263/19900 [9:20:01<49:32,  1.82s/it]
 92%|█████████▏| 18264/19900 [9:20:02<49:47,  1.83s/it]
 92%|█████████▏| 18265/19900 [9:20:04<48:46,  1.79s/it]
 92%|█████████▏| 18266/19900 [9:20:06<47:28,  1.74s/it]
 92%|█████████▏| 18267/19900 [9:20:07<46:58,  1.73s/it]
 92%|█████████▏| 18268/19900 [9:20:09<46:16,  1.70s/it]
 92%|█████████▏| 18269/19900 [9:20:11<45:47,  1.68s/it]
 92%|█████████▏| 18270/19900 [9:20:12<45:11,  1.66s/it]
 92%|█████████▏| 18271/19900 [9:20:14<44:21,  1.63s/it]
 92%|█████████▏| 18272/19900 [9:20:15<43:23,  1.60s/it]
 92%|█████████▏| 18273/19900 [9:20:17<42:55,  1.58s/it]
 92%|█████████▏| 18274/19900 [9:20:19<42:26,  1.57s/it]
 92%|█████████▏| 18275/19900 [9:20:20<42:26,  1.57s/it]
 92%|█████████▏| 18276/19900 [9:20:22<41:54,  1.55s/it]
 92%|█████████▏| 18277/19900 [9:20:23<41:35,  1.54s/it]
 92%|█████████▏| 18278/19900 [9:20:25<41:06,  1.52s/it]
 92%|█████████▏| 18279/19900 [9:20:26<41:21,  1.53s/it]
 92%|█████████▏| 18280/19900 [9:20:28<40:57,  1.52s/it]
 92%|█████████▏| 18281/19900 [9:20:29<40:37,  1.51s/it]
 92%|█████████▏| 18282/19900 [9:20:31<39:59,  1.48s/it]
 92%|█████████▏| 18283/19900 [9:20:32<39:21,  1.46s/it]
 92%|█████████▏| 18284/19900 [9:20:33<38:23,  1.43s/it]
 92%|█████████▏| 18285/19900 [9:20:35<37:37,  1.40s/it]
 92%|█████████▏| 18286/19900 [9:20:36<36:56,  1.37s/it]
 92%|█████████▏| 18287/19900 [9:20:37<36:47,  1.37s/it]
 92%|█████████▏| 18288/19900 [9:20:39<36:02,  1.34s/it]
 92%|█████████▏| 18289/19900 [9:20:40<35:15,  1.31s/it]
 92%|█████████▏| 18290/19900 [9:20:41<35:10,  1.31s/it]
 92%|█████████▏| 18291/19900 [9:20:42<34:44,  1.30s/it]
 92%|█████████▏| 18292/19900 [9:20:44<34:12,  1.28s/it]
 92%|█████████▏| 18293/19900 [9:20:45<33:23,  1.25s/it]
 92%|█████████▏| 18294/19900 [9:20:46<33:03,  1.23s/it]
 92%|█████████▏| 18295/19900 [9:20:47<32:30,  1.22s/it]
 92%|█████████▏| 18296/19900 [9:20:48<32:18,  1.21s/it]
 92%|█████████▏| 18297/19900 [9:20:50<32:06,  1.20s/it]
 92%|█████████▏| 18298/19900 [9:20:51<31:28,  1.18s/it]
 92%|█████████▏| 18299/19900 [9:20:52<30:39,  1.15s/it]
 92%|█████████▏| 18300/19900 [9:20:53<29:50,  1.12s/it]
                                                       

 92%|█████████▏| 18300/19900 [9:20:53<29:50,  1.12s/it]
 92%|█████████▏| 18301/19900 [9:20:54<28:58,  1.09s/it]
 92%|█████████▏| 18302/19900 [9:20:55<28:21,  1.06s/it]
 92%|█████████▏| 18303/19900 [9:20:56<27:54,  1.05s/it]
 92%|█████████▏| 18304/19900 [9:20:57<27:10,  1.02s/it]
 92%|█████████▏| 18305/19900 [9:20:58<26:02,  1.02it/s]
 92%|█████████▏| 18306/19900 [9:21:00<33:42,  1.27s/it]
 92%|█████████▏| 18307/19900 [9:21:01<35:19,  1.33s/it]
 92%|█████████▏| 18308/19900 [9:21:02<34:52,  1.31s/it]
 92%|█████████▏| 18309/19900 [9:21:05<46:34,  1.76s/it]
 92%|█████████▏| 18310/19900 [9:21:07<49:18,  1.86s/it]
 92%|█████████▏| 18311/19900 [9:21:09<50:15,  1.90s/it]
 92%|█████████▏| 18312/19900 [9:21:11<50:10,  1.90s/it]
 92%|█████████▏| 18313/19900 [9:21:13<50:02,  1.89s/it]
 92%|█████████▏| 18314/19900 [9:21:15<49:32,  1.87s/it]
 92%|█████████▏| 18315/19900 [9:21:17<48:52,  1.85s/it]
 92%|█████████▏| 18316/19900 [9:21:18<47:59,  1.82s/it]
 92%|█████████▏| 18317/19900 [9:21:20<47:08,  1.79s/it]
 92%|█████████▏| 18318/19900 [9:21:22<45:45,  1.74s/it]
 92%|█████████▏| 18319/19900 [9:21:23<45:29,  1.73s/it]
 92%|█████████▏| 18320/19900 [9:21:25<44:49,  1.70s/it]
 92%|█████████▏| 18321/19900 [9:21:27<44:03,  1.67s/it]
 92%|█████████▏| 18322/19900 [9:21:28<43:08,  1.64s/it]
 92%|█████████▏| 18323/19900 [9:21:30<42:56,  1.63s/it]
 92%|█████████▏| 18324/19900 [9:21:31<42:38,  1.62s/it]
 92%|█████████▏| 18325/19900 [9:21:33<41:39,  1.59s/it]
 92%|█████████▏| 18326/19900 [9:21:34<41:05,  1.57s/it]
 92%|█████████▏| 18327/19900 [9:21:36<40:23,  1.54s/it]
 92%|█████████▏| 18328/19900 [9:21:37<39:57,  1.53s/it]
 92%|█████████▏| 18329/19900 [9:21:39<39:12,  1.50s/it]
 92%|█████████▏| 18330/19900 [9:21:40<38:46,  1.48s/it]
 92%|█████████▏| 18331/19900 [9:21:42<38:36,  1.48s/it]
 92%|█████████▏| 18332/19900 [9:21:43<38:33,  1.48s/it]
 92%|█████████▏| 18333/19900 [9:21:45<38:13,  1.46s/it]
 92%|█████████▏| 18334/19900 [9:21:46<38:35,  1.48s/it]
 92%|█████████▏| 18335/19900 [9:21:48<38:30,  1.48s/it]
 92%|█████████▏| 18336/19900 [9:21:49<37:49,  1.45s/it]
 92%|█████████▏| 18337/19900 [9:21:50<37:03,  1.42s/it]
 92%|█████████▏| 18338/19900 [9:21:52<36:03,  1.38s/it]
 92%|█████████▏| 18339/19900 [9:21:53<35:44,  1.37s/it]
 92%|█████████▏| 18340/19900 [9:21:54<35:03,  1.35s/it]
 92%|█████████▏| 18341/19900 [9:21:56<35:02,  1.35s/it]
 92%|█████████▏| 18342/19900 [9:21:57<34:15,  1.32s/it]
 92%|█████████▏| 18343/19900 [9:21:58<33:26,  1.29s/it]
 92%|█████████▏| 18344/19900 [9:21:59<32:57,  1.27s/it]
 92%|█████████▏| 18345/19900 [9:22:01<32:29,  1.25s/it]
 92%|█████████▏| 18346/19900 [9:22:02<32:00,  1.24s/it]
 92%|█████████▏| 18347/19900 [9:22:03<31:38,  1.22s/it]
 92%|█████████▏| 18348/19900 [9:22:04<30:57,  1.20s/it]
 92%|█████████▏| 18349/19900 [9:22:05<30:19,  1.17s/it]
 92%|█████████▏| 18350/19900 [9:22:06<29:52,  1.16s/it]
 92%|█████████▏| 18351/19900 [9:22:07<29:11,  1.13s/it]
 92%|█████████▏| 18352/19900 [9:22:09<28:34,  1.11s/it]
 92%|█████████▏| 18353/19900 [9:22:10<28:27,  1.10s/it]
 92%|█████████▏| 18354/19900 [9:22:11<27:46,  1.08s/it]
 92%|█████████▏| 18355/19900 [9:22:12<27:03,  1.05s/it]
 92%|█████████▏| 18356/19900 [9:22:13<26:40,  1.04s/it]
 92%|█████████▏| 18357/19900 [9:22:14<25:32,  1.01it/s]
 92%|█████████▏| 18358/19900 [9:22:16<36:17,  1.41s/it]
 92%|█████████▏| 18359/19900 [9:22:18<42:02,  1.64s/it]
 92%|█████████▏| 18360/19900 [9:22:20<44:49,  1.75s/it]
 92%|█████████▏| 18361/19900 [9:22:22<46:27,  1.81s/it]
 92%|█████████▏| 18362/19900 [9:22:24<46:23,  1.81s/it]
 92%|█████████▏| 18363/19900 [9:22:26<46:20,  1.81s/it]
 92%|█████████▏| 18364/19900 [9:22:27<45:43,  1.79s/it]
 92%|█████████▏| 18365/19900 [9:22:29<45:40,  1.79s/it]
 92%|█████████▏| 18366/19900 [9:22:31<44:31,  1.74s/it]
 92%|█████████▏| 18367/19900 [9:22:32<44:07,  1.73s/it]
 92%|█████████▏| 18368/19900 [9:22:34<43:29,  1.70s/it]
 92%|█████████▏| 18369/19900 [9:22:36<43:05,  1.69s/it]
 92%|█████████▏| 18370/19900 [9:22:37<42:31,  1.67s/it]
 92%|█████████▏| 18371/19900 [9:22:39<41:42,  1.64s/it]
 92%|█████████▏| 18372/19900 [9:22:41<41:03,  1.61s/it]
 92%|█████████▏| 18373/19900 [9:22:42<40:40,  1.60s/it]
 92%|█████████▏| 18374/19900 [9:22:44<39:55,  1.57s/it]
 92%|█████████▏| 18375/19900 [9:22:45<39:42,  1.56s/it]
 92%|█████████▏| 18376/19900 [9:22:47<39:18,  1.55s/it]
 92%|█████████▏| 18377/19900 [9:22:48<38:56,  1.53s/it]
 92%|█████████▏| 18378/19900 [9:22:50<39:43,  1.57s/it]
 92%|█████████▏| 18379/19900 [9:22:51<39:29,  1.56s/it]
 92%|█████████▏| 18380/19900 [9:22:53<38:29,  1.52s/it]
 92%|█████████▏| 18381/19900 [9:22:54<37:44,  1.49s/it]
 92%|█████████▏| 18382/19900 [9:22:56<37:03,  1.46s/it]
 92%|█████████▏| 18383/19900 [9:22:57<36:20,  1.44s/it]
 92%|█████████▏| 18384/19900 [9:22:58<36:07,  1.43s/it]
 92%|█████████▏| 18385/19900 [9:23:00<35:19,  1.40s/it]
 92%|█████████▏| 18386/19900 [9:23:01<34:50,  1.38s/it]
 92%|█████████▏| 18387/19900 [9:23:02<34:26,  1.37s/it]
 92%|█████████▏| 18388/19900 [9:23:04<34:01,  1.35s/it]
 92%|█████████▏| 18389/19900 [9:23:05<33:43,  1.34s/it]
 92%|█████████▏| 18390/19900 [9:23:06<33:03,  1.31s/it]
 92%|█████████▏| 18391/19900 [9:23:08<32:51,  1.31s/it]
 92%|█████████▏| 18392/19900 [9:23:09<32:38,  1.30s/it]
 92%|█████████▏| 18393/19900 [9:23:10<32:04,  1.28s/it]
 92%|█████████▏| 18394/19900 [9:23:11<31:19,  1.25s/it]
 92%|█████████▏| 18395/19900 [9:23:12<30:47,  1.23s/it]
 92%|█████████▏| 18396/19900 [9:23:14<30:44,  1.23s/it]
 92%|█████████▏| 18397/19900 [9:23:15<30:41,  1.22s/it]
 92%|█████████▏| 18398/19900 [9:23:16<30:07,  1.20s/it]
 92%|█████████▏| 18399/19900 [9:23:17<29:24,  1.18s/it]
 92%|█████████▏| 18400/19900 [9:23:18<28:53,  1.16s/it]
                                                       

 92%|█████████▏| 18400/19900 [9:23:18<28:53,  1.16s/it]
 92%|█████████▏| 18401/19900 [9:23:19<28:49,  1.15s/it]
 92%|█████████▏| 18402/19900 [9:23:20<27:51,  1.12s/it]
 92%|█████████▏| 18403/19900 [9:23:21<27:19,  1.10s/it]
 92%|█████████▏| 18404/19900 [9:23:23<27:26,  1.10s/it]
 92%|█████████▏| 18405/19900 [9:23:24<26:45,  1.07s/it]
 92%|█████████▏| 18406/19900 [9:23:25<25:44,  1.03s/it]
 92%|█████████▏| 18407/19900 [9:23:27<36:12,  1.46s/it]
 93%|█████████▎| 18408/19900 [9:23:29<41:17,  1.66s/it]
 93%|█████████▎| 18409/19900 [9:23:31<44:21,  1.78s/it]
 93%|█████████▎| 18410/19900 [9:23:33<45:51,  1.85s/it]
 93%|█████████▎| 18411/19900 [9:23:35<45:39,  1.84s/it]
 93%|█████████▎| 18412/19900 [9:23:37<45:08,  1.82s/it]
 93%|█████████▎| 18413/19900 [9:23:39<44:45,  1.81s/it]
 93%|█████████▎| 18414/19900 [9:23:40<44:42,  1.81s/it]
 93%|█████████▎| 18415/19900 [9:23:42<44:15,  1.79s/it]
 93%|█████████▎| 18416/19900 [9:23:44<44:03,  1.78s/it]
 93%|█████████▎| 18417/19900 [9:23:45<42:25,  1.72s/it]
 93%|█████████▎| 18418/19900 [9:23:47<41:39,  1.69s/it]
 93%|█████████▎| 18419/19900 [9:23:49<40:43,  1.65s/it]
 93%|█████████▎| 18420/19900 [9:23:50<40:21,  1.64s/it]
 93%|█████████▎| 18421/19900 [9:23:52<39:39,  1.61s/it]
 93%|█████████▎| 18422/19900 [9:23:53<39:11,  1.59s/it]
 93%|█████████▎| 18423/19900 [9:23:55<38:59,  1.58s/it]
 93%|█████████▎| 18424/19900 [9:23:56<37:51,  1.54s/it]
 93%|█████████▎| 18425/19900 [9:23:58<37:10,  1.51s/it]
 93%|█████████▎| 18426/19900 [9:23:59<36:33,  1.49s/it]
 93%|█████████▎| 18427/19900 [9:24:01<36:32,  1.49s/it]
 93%|█████████▎| 18428/19900 [9:24:02<36:00,  1.47s/it]
 93%|█████████▎| 18429/19900 [9:24:03<35:22,  1.44s/it]
 93%|█████████▎| 18430/19900 [9:24:05<35:49,  1.46s/it]
 93%|█████████▎| 18431/19900 [9:24:06<35:17,  1.44s/it]
 93%|█████████▎| 18432/19900 [9:24:08<35:11,  1.44s/it]
 93%|█████████▎| 18433/19900 [9:24:09<34:13,  1.40s/it]
 93%|█████████▎| 18434/19900 [9:24:10<33:28,  1.37s/it]
 93%|█████████▎| 18435/19900 [9:24:12<32:40,  1.34s/it]
 93%|█████████▎| 18436/19900 [9:24:13<32:18,  1.32s/it]
 93%|█████████▎| 18437/19900 [9:24:14<32:40,  1.34s/it]
 93%|█████████▎| 18438/19900 [9:24:16<32:03,  1.32s/it]
 93%|█████████▎| 18439/19900 [9:24:17<31:34,  1.30s/it]
 93%|█████████▎| 18440/19900 [9:24:18<31:22,  1.29s/it]
 93%|█████████▎| 18441/19900 [9:24:19<31:26,  1.29s/it]
 93%|█████████▎| 18442/19900 [9:24:21<30:43,  1.26s/it]
 93%|█████████▎| 18443/19900 [9:24:22<30:26,  1.25s/it]
 93%|█████████▎| 18444/19900 [9:24:23<29:59,  1.24s/it]
 93%|█████████▎| 18445/19900 [9:24:24<29:50,  1.23s/it]
 93%|█████████▎| 18446/19900 [9:24:25<29:41,  1.23s/it]
 93%|█████████▎| 18447/19900 [9:24:27<29:11,  1.21s/it]
 93%|█████████▎| 18448/19900 [9:24:28<28:35,  1.18s/it]
 93%|█████████▎| 18449/19900 [9:24:29<28:36,  1.18s/it]
 93%|█████████▎| 18450/19900 [9:24:30<27:49,  1.15s/it]
 93%|█████████▎| 18451/19900 [9:24:31<27:19,  1.13s/it]
 93%|█████████▎| 18452/19900 [9:24:32<27:30,  1.14s/it]
 93%|█████████▎| 18453/19900 [9:24:33<26:25,  1.10s/it]
 93%|█████████▎| 18454/19900 [9:24:34<25:27,  1.06s/it]
 93%|█████████▎| 18455/19900 [9:24:35<24:06,  1.00s/it]
 93%|█████████▎| 18456/19900 [9:24:37<33:58,  1.41s/it]
 93%|█████████▎| 18457/19900 [9:24:40<39:53,  1.66s/it]
 93%|█████████▎| 18458/19900 [9:24:42<43:05,  1.79s/it]
 93%|█████████▎| 18459/19900 [9:24:44<43:58,  1.83s/it]
 93%|█████████▎| 18460/19900 [9:24:46<44:44,  1.86s/it]
 93%|█████████▎| 18461/19900 [9:24:48<44:33,  1.86s/it]
 93%|█████████▎| 18462/19900 [9:24:49<45:02,  1.88s/it]
 93%|█████████▎| 18463/19900 [9:24:51<44:41,  1.87s/it]
 93%|█████████▎| 18464/19900 [9:24:53<43:21,  1.81s/it]
 93%|█████████▎| 18465/19900 [9:24:55<42:03,  1.76s/it]
 93%|█████████▎| 18466/19900 [9:24:56<40:59,  1.72s/it]
 93%|█████████▎| 18467/19900 [9:24:58<39:53,  1.67s/it]
 93%|█████████▎| 18468/19900 [9:24:59<38:57,  1.63s/it]
 93%|█████████▎| 18469/19900 [9:25:01<38:12,  1.60s/it]
 93%|█████████▎| 18470/19900 [9:25:02<38:16,  1.61s/it]
 93%|█████████▎| 18471/19900 [9:25:04<37:51,  1.59s/it]
 93%|█████████▎| 18472/19900 [9:25:06<37:04,  1.56s/it]
 93%|█████████▎| 18473/19900 [9:25:07<36:40,  1.54s/it]
 93%|█████████▎| 18474/19900 [9:25:09<36:42,  1.54s/it]
 93%|█████████▎| 18475/19900 [9:25:10<36:22,  1.53s/it]
 93%|█████████▎| 18476/19900 [9:25:12<36:35,  1.54s/it]
 93%|█████████▎| 18477/19900 [9:25:13<36:16,  1.53s/it]
 93%|█████████▎| 18478/19900 [9:25:15<35:43,  1.51s/it]
 93%|█████████▎| 18479/19900 [9:25:16<35:11,  1.49s/it]
 93%|█████████▎| 18480/19900 [9:25:17<34:49,  1.47s/it]
 93%|█████████▎| 18481/19900 [9:25:19<34:45,  1.47s/it]
 93%|█████████▎| 18482/19900 [9:25:20<34:15,  1.45s/it]
 93%|█████████▎| 18483/19900 [9:25:22<33:19,  1.41s/it]
 93%|█████████▎| 18484/19900 [9:25:23<32:53,  1.39s/it]
 93%|█████████▎| 18485/19900 [9:25:24<32:06,  1.36s/it]
 93%|█████████▎| 18486/19900 [9:25:26<32:04,  1.36s/it]
 93%|█████████▎| 18487/19900 [9:25:27<32:18,  1.37s/it]
 93%|█████████▎| 18488/19900 [9:25:28<32:10,  1.37s/it]
 93%|█████████▎| 18489/19900 [9:25:30<31:35,  1.34s/it]
 93%|█████████▎| 18490/19900 [9:25:31<31:32,  1.34s/it]
 93%|█████████▎| 18491/19900 [9:25:32<30:57,  1.32s/it]
 93%|█████████▎| 18492/19900 [9:25:34<30:19,  1.29s/it]
 93%|█████████▎| 18493/19900 [9:25:35<29:48,  1.27s/it]
 93%|█████████▎| 18494/19900 [9:25:36<29:48,  1.27s/it]
 93%|█████████▎| 18495/19900 [9:25:37<29:47,  1.27s/it]
 93%|█████████▎| 18496/19900 [9:25:39<29:24,  1.26s/it]
 93%|█████████▎| 18497/19900 [9:25:40<29:05,  1.24s/it]
 93%|█████████▎| 18498/19900 [9:25:41<28:56,  1.24s/it]
 93%|█████████▎| 18499/19900 [9:25:42<27:53,  1.19s/it]
 93%|█████████▎| 18500/19900 [9:25:43<27:10,  1.16s/it]
                                                       

 93%|█████████▎| 18500/19900 [9:25:43<27:10,  1.16s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.1960209608078003, 'eval_wer': 0.8647734956051386, 'eval_cer': 0.30028999714087323, 'eval_runtime': 122.0182, 'eval_samples_per_second': 24.242, 'eval_steps_per_second': 3.032, 'epoch': 90.45}
{'loss': 2.0836, 'learning_rate': 7.600558659217876e-06, 'epoch': 90.95}
{'loss': 2.0527, 'learning_rate': 7.1815642458100555e-06, 'epoch': 91.46}
{'loss': 2.0807, 'learning_rate': 6.762569832402233e-06, 'epoch': 91.96}
{'loss': 2.0962, 'learning_rate': 6.3435754189944126e-06, 'epoch': 92.46}
{'loss': 2.0884, 'learning_rate': 5.924581005586592e-06, 'epoch': 92.96}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:41,  8.93it/s]

  1%|          | 3/370 [00:00<01:01,  5.92it/s]

  1%|          | 4/370 [00:00<01:13,  4.99it/s]

  1%|▏         | 5/370 [00:00<01:18,  4.67it/s]

  2%|▏         | 6/370 [00:01<01:12,  5.05it/s]

  2%|▏         | 7/370 [00:01<01:20,  4.48it/s]

  2%|▏         | 8/370 [00:01<01:20,  4.51it/s]

  2%|▏         | 9/370 [00:01<01:29,  4.03it/s]

  3%|▎         | 10/370 [00:02<01:26,  4.18it/s]

  3%|▎         | 11/370 [00:02<01:24,  4.27it/s]

  3%|▎         | 12/370 [00:02<01:23,  4.30it/s]

  4%|▎         | 13/370 [00:02<01:23,  4.26it/s]

  4%|▍         | 14/370 [00:03<01:28,  4.04it/s]

  4%|▍         | 15/370 [00:03<01:22,  4.32it/s]

  4%|▍         | 16/370 [00:03<01:23,  4.24it/s]

  5%|▍         | 17/370 [00:03<01:21,  4.33it/s]

  5%|▍         | 18/370 [00:03<01:16,  4.62it/s]

  5%|▌         | 19/370 [00:04<01:18,  4.45it/s]

  5%|▌         | 20/370 [00:04<01:20,  4.36it/s]

  6%|▌         | 21/370 [00:04<01:17,  4.52it/s]

  6%|▌         | 22/370 [00:04<01:21,  4.30it/s]

  6%|▌         | 23/370 [00:05<01:17,  4.46it/s]

  6%|▋         | 24/370 [00:05<01:22,  4.20it/s]

  7%|▋         | 25/370 [00:05<01:21,  4.25it/s]

  7%|▋         | 26/370 [00:05<01:16,  4.52it/s]

  7%|▋         | 27/370 [00:06<01:15,  4.57it/s]

  8%|▊         | 28/370 [00:06<01:16,  4.48it/s]

  8%|▊         | 29/370 [00:06<01:25,  4.01it/s]

  8%|▊         | 30/370 [00:06<01:23,  4.05it/s]

  8%|▊         | 31/370 [00:07<01:20,  4.21it/s]

  9%|▊         | 32/370 [00:07<01:17,  4.35it/s]

  9%|▉         | 33/370 [00:07<01:16,  4.42it/s]

  9%|▉         | 34/370 [00:07<01:15,  4.44it/s]

  9%|▉         | 35/370 [00:07<01:19,  4.22it/s]

 10%|▉         | 36/370 [00:08<01:18,  4.28it/s]

 10%|█         | 37/370 [00:08<01:13,  4.51it/s]

 10%|█         | 38/370 [00:08<01:13,  4.51it/s]

 11%|█         | 39/370 [00:08<01:11,  4.61it/s]

 11%|█         | 40/370 [00:09<01:17,  4.26it/s]

 11%|█         | 41/370 [00:09<01:13,  4.47it/s]

 11%|█▏        | 42/370 [00:09<01:15,  4.36it/s]

 12%|█▏        | 43/370 [00:09<01:15,  4.34it/s]

 12%|█▏        | 44/370 [00:09<01:12,  4.50it/s]

 12%|█▏        | 45/370 [00:10<01:18,  4.13it/s]

 12%|█▏        | 46/370 [00:10<01:15,  4.29it/s]

 13%|█▎        | 47/370 [00:10<01:21,  3.98it/s]

 13%|█▎        | 48/370 [00:10<01:22,  3.90it/s]

 13%|█▎        | 49/370 [00:11<01:16,  4.21it/s]

 14%|█▎        | 50/370 [00:11<01:09,  4.62it/s]

 14%|█▍        | 51/370 [00:11<01:12,  4.40it/s]

 14%|█▍        | 52/370 [00:11<01:07,  4.71it/s]

 14%|█▍        | 53/370 [00:12<01:10,  4.49it/s]

 15%|█▍        | 54/370 [00:12<01:07,  4.69it/s]

 15%|█▍        | 55/370 [00:12<01:10,  4.46it/s]

 15%|█▌        | 56/370 [00:12<01:12,  4.33it/s]

 15%|█▌        | 57/370 [00:12<01:06,  4.72it/s]

 16%|█▌        | 58/370 [00:13<01:11,  4.37it/s]

 16%|█▌        | 59/370 [00:13<01:09,  4.47it/s]

 16%|█▌        | 60/370 [00:13<01:05,  4.74it/s]

 16%|█▋        | 61/370 [00:13<01:07,  4.60it/s]

 17%|█▋        | 62/370 [00:14<01:09,  4.44it/s]

 17%|█▋        | 63/370 [00:14<01:04,  4.75it/s]

 17%|█▋        | 64/370 [00:14<01:03,  4.81it/s]

 18%|█▊        | 65/370 [00:14<01:09,  4.40it/s]

 18%|█▊        | 66/370 [00:14<01:06,  4.56it/s]

 18%|█▊        | 67/370 [00:15<01:08,  4.40it/s]

 18%|█▊        | 68/370 [00:15<01:19,  3.82it/s]

 19%|█▊        | 69/370 [00:15<01:11,  4.21it/s]

 19%|█▉        | 70/370 [00:15<01:12,  4.15it/s]

 19%|█▉        | 71/370 [00:16<01:13,  4.08it/s]

 19%|█▉        | 72/370 [00:16<01:07,  4.39it/s]

 20%|█▉        | 73/370 [00:16<01:10,  4.20it/s]

 20%|██        | 74/370 [00:16<01:16,  3.86it/s]

 20%|██        | 75/370 [00:17<01:16,  3.87it/s]

 21%|██        | 76/370 [00:17<01:10,  4.15it/s]

 21%|██        | 77/370 [00:17<01:07,  4.33it/s]

 21%|██        | 78/370 [00:17<01:13,  3.95it/s]

 21%|██▏       | 79/370 [00:18<01:12,  4.01it/s]

 22%|██▏       | 80/370 [00:18<01:11,  4.06it/s]

 22%|██▏       | 81/370 [00:18<01:08,  4.21it/s]

 22%|██▏       | 82/370 [00:18<01:07,  4.24it/s]

 22%|██▏       | 83/370 [00:19<01:08,  4.17it/s]

 23%|██▎       | 84/370 [00:19<01:09,  4.10it/s]

 23%|██▎       | 85/370 [00:19<01:06,  4.29it/s]

 23%|██▎       | 86/370 [00:19<01:05,  4.33it/s]

 24%|██▎       | 87/370 [00:19<01:03,  4.42it/s]

 24%|██▍       | 88/370 [00:20<01:05,  4.30it/s]

 24%|██▍       | 89/370 [00:20<01:05,  4.26it/s]

 24%|██▍       | 90/370 [00:20<01:03,  4.39it/s]

 25%|██▍       | 91/370 [00:20<01:02,  4.48it/s]

 25%|██▍       | 92/370 [00:21<01:04,  4.33it/s]

 25%|██▌       | 93/370 [00:21<01:11,  3.87it/s]

 25%|██▌       | 94/370 [00:21<01:09,  4.00it/s]

 26%|██▌       | 95/370 [00:21<01:12,  3.81it/s]

 26%|██▌       | 96/370 [00:22<01:11,  3.85it/s]

 26%|██▌       | 97/370 [00:22<01:07,  4.02it/s]

 26%|██▋       | 98/370 [00:22<01:05,  4.16it/s]

 27%|██▋       | 99/370 [00:22<01:03,  4.24it/s]

 27%|██▋       | 100/370 [00:23<01:00,  4.43it/s]

 27%|██▋       | 101/370 [00:23<01:00,  4.41it/s]

 28%|██▊       | 102/370 [00:23<01:01,  4.37it/s]

 28%|██▊       | 103/370 [00:23<00:57,  4.64it/s]

 28%|██▊       | 104/370 [00:24<01:08,  3.89it/s]

 28%|██▊       | 105/370 [00:24<01:03,  4.14it/s]

 29%|██▊       | 106/370 [00:24<01:03,  4.13it/s]

 29%|██▉       | 107/370 [00:24<01:04,  4.09it/s]

 29%|██▉       | 108/370 [00:24<01:00,  4.30it/s]

 29%|██▉       | 109/370 [00:25<01:01,  4.23it/s]

 30%|██▉       | 110/370 [00:25<00:58,  4.46it/s]

 30%|███       | 111/370 [00:25<00:56,  4.57it/s]

 30%|███       | 112/370 [00:25<01:00,  4.28it/s]

 31%|███       | 113/370 [00:26<01:03,  4.02it/s]

 31%|███       | 114/370 [00:26<01:00,  4.25it/s]

 31%|███       | 115/370 [00:26<01:08,  3.74it/s]

 31%|███▏      | 116/370 [00:27<01:08,  3.72it/s]

 32%|███▏      | 117/370 [00:27<01:08,  3.67it/s]

 32%|███▏      | 118/370 [00:27<01:09,  3.60it/s]

 32%|███▏      | 119/370 [00:27<01:08,  3.64it/s]

 32%|███▏      | 120/370 [00:28<01:04,  3.90it/s]

 33%|███▎      | 121/370 [00:28<01:00,  4.09it/s]

 33%|███▎      | 122/370 [00:28<01:01,  4.06it/s]

 33%|███▎      | 123/370 [00:28<00:58,  4.24it/s]

 34%|███▎      | 124/370 [00:28<00:53,  4.64it/s]

 34%|███▍      | 125/370 [00:29<00:54,  4.46it/s]

 34%|███▍      | 126/370 [00:29<00:53,  4.52it/s]

 34%|███▍      | 127/370 [00:29<00:55,  4.36it/s]

 35%|███▍      | 128/370 [00:29<01:00,  4.01it/s]

 35%|███▍      | 129/370 [00:30<01:03,  3.82it/s]

 35%|███▌      | 130/370 [00:30<01:02,  3.81it/s]

 35%|███▌      | 131/370 [00:30<01:04,  3.71it/s]

 36%|███▌      | 132/370 [00:30<00:59,  4.03it/s]

 36%|███▌      | 133/370 [00:31<00:56,  4.16it/s]

 36%|███▌      | 134/370 [00:31<00:56,  4.19it/s]

 36%|███▋      | 135/370 [00:31<00:56,  4.17it/s]

 37%|███▋      | 136/370 [00:31<00:56,  4.17it/s]

 37%|███▋      | 137/370 [00:32<00:55,  4.19it/s]

 37%|███▋      | 138/370 [00:32<00:55,  4.21it/s]

 38%|███▊      | 139/370 [00:32<00:57,  4.01it/s]

 38%|███▊      | 140/370 [00:32<00:55,  4.15it/s]

 38%|███▊      | 141/370 [00:33<00:58,  3.91it/s]

 38%|███▊      | 142/370 [00:33<01:00,  3.80it/s]

 39%|███▊      | 143/370 [00:33<00:58,  3.88it/s]

 39%|███▉      | 144/370 [00:33<01:00,  3.76it/s]

 39%|███▉      | 145/370 [00:34<01:03,  3.56it/s]

 39%|███▉      | 146/370 [00:34<00:59,  3.76it/s]

 40%|███▉      | 147/370 [00:34<01:00,  3.67it/s]

 40%|████      | 148/370 [00:35<01:03,  3.51it/s]

 40%|████      | 149/370 [00:35<00:59,  3.72it/s]

 41%|████      | 150/370 [00:35<00:53,  4.13it/s]

 41%|████      | 151/370 [00:35<00:50,  4.35it/s]

 41%|████      | 152/370 [00:35<00:50,  4.33it/s]

 41%|████▏     | 153/370 [00:36<00:50,  4.27it/s]

 42%|████▏     | 154/370 [00:36<00:51,  4.17it/s]

 42%|████▏     | 155/370 [00:36<00:50,  4.25it/s]

 42%|████▏     | 156/370 [00:37<00:58,  3.65it/s]

 42%|████▏     | 157/370 [00:37<00:58,  3.67it/s]

 43%|████▎     | 158/370 [00:37<01:02,  3.41it/s]

 43%|████▎     | 159/370 [00:37<00:56,  3.75it/s]

 43%|████▎     | 160/370 [00:38<00:55,  3.77it/s]

 44%|████▎     | 161/370 [00:38<00:54,  3.81it/s]

 44%|████▍     | 162/370 [00:38<00:55,  3.78it/s]

 44%|████▍     | 163/370 [00:38<00:52,  3.94it/s]

 44%|████▍     | 164/370 [00:39<00:50,  4.06it/s]

 45%|████▍     | 165/370 [00:39<00:54,  3.78it/s]

 45%|████▍     | 166/370 [00:39<00:52,  3.87it/s]

 45%|████▌     | 167/370 [00:39<00:51,  3.97it/s]

 45%|████▌     | 168/370 [00:40<00:48,  4.12it/s]

 46%|████▌     | 169/370 [00:40<00:47,  4.24it/s]

 46%|████▌     | 170/370 [00:40<00:47,  4.19it/s]

 46%|████▌     | 171/370 [00:40<00:49,  4.06it/s]

 46%|████▋     | 172/370 [00:41<00:45,  4.39it/s]

 47%|████▋     | 173/370 [00:41<00:40,  4.83it/s]

 47%|████▋     | 174/370 [00:41<00:47,  4.09it/s]

 47%|████▋     | 175/370 [00:41<00:47,  4.13it/s]

 48%|████▊     | 176/370 [00:42<00:47,  4.05it/s]

 48%|████▊     | 177/370 [00:42<00:49,  3.92it/s]

 48%|████▊     | 178/370 [00:42<00:46,  4.10it/s]

 48%|████▊     | 179/370 [00:42<00:47,  3.98it/s]

 49%|████▊     | 180/370 [00:42<00:43,  4.36it/s]

 49%|████▉     | 181/370 [00:43<00:43,  4.30it/s]

 49%|████▉     | 182/370 [00:43<00:43,  4.31it/s]

 49%|████▉     | 183/370 [00:43<00:46,  4.01it/s]

 50%|████▉     | 184/370 [00:43<00:46,  3.97it/s]

 50%|█████     | 185/370 [00:44<00:44,  4.14it/s]

 50%|█████     | 186/370 [00:44<00:44,  4.09it/s]

 51%|█████     | 187/370 [00:44<00:47,  3.85it/s]

 51%|█████     | 188/370 [00:44<00:46,  3.90it/s]

 51%|█████     | 189/370 [00:45<00:47,  3.83it/s]

 51%|█████▏    | 190/370 [00:45<00:46,  3.88it/s]

 52%|█████▏    | 191/370 [00:45<00:43,  4.09it/s]

 52%|█████▏    | 192/370 [00:46<00:48,  3.69it/s]

 52%|█████▏    | 193/370 [00:46<00:47,  3.73it/s]

 52%|█████▏    | 194/370 [00:46<00:42,  4.19it/s]

 53%|█████▎    | 195/370 [00:46<00:45,  3.86it/s]

 53%|█████▎    | 196/370 [00:47<00:43,  3.97it/s]

 53%|█████▎    | 197/370 [00:47<00:41,  4.12it/s]

 54%|█████▎    | 198/370 [00:47<00:41,  4.12it/s]

 54%|█████▍    | 199/370 [00:47<00:40,  4.23it/s]

 54%|█████▍    | 200/370 [00:47<00:40,  4.15it/s]

 54%|█████▍    | 201/370 [00:48<00:39,  4.26it/s]

 55%|█████▍    | 202/370 [00:48<00:39,  4.29it/s]

 55%|█████▍    | 203/370 [00:48<00:38,  4.39it/s]

 55%|█████▌    | 204/370 [00:48<00:40,  4.05it/s]

 55%|█████▌    | 205/370 [00:49<00:38,  4.30it/s]

 56%|█████▌    | 206/370 [00:49<00:39,  4.17it/s]

 56%|█████▌    | 207/370 [00:49<00:39,  4.09it/s]

 56%|█████▌    | 208/370 [00:49<00:41,  3.87it/s]

 56%|█████▋    | 209/370 [00:50<00:40,  3.96it/s]

 57%|█████▋    | 210/370 [00:50<00:42,  3.80it/s]

 57%|█████▋    | 211/370 [00:50<00:43,  3.66it/s]

 57%|█████▋    | 212/370 [00:50<00:42,  3.74it/s]

 58%|█████▊    | 213/370 [00:51<00:42,  3.68it/s]

 58%|█████▊    | 214/370 [00:51<00:39,  3.90it/s]

 58%|█████▊    | 215/370 [00:51<00:39,  3.89it/s]

 58%|█████▊    | 216/370 [00:51<00:38,  3.96it/s]

 59%|█████▊    | 217/370 [00:52<00:37,  4.06it/s]

 59%|█████▉    | 218/370 [00:52<00:35,  4.28it/s]

 59%|█████▉    | 219/370 [00:52<00:36,  4.12it/s]

 59%|█████▉    | 220/370 [00:52<00:36,  4.12it/s]

 60%|█████▉    | 221/370 [00:53<00:37,  3.97it/s]

 60%|██████    | 222/370 [00:53<00:36,  4.07it/s]

 60%|██████    | 223/370 [00:53<00:37,  3.87it/s]

 61%|██████    | 224/370 [00:54<00:40,  3.58it/s]

 61%|██████    | 225/370 [00:54<00:43,  3.35it/s]

 61%|██████    | 226/370 [00:54<00:41,  3.49it/s]

 61%|██████▏   | 227/370 [00:54<00:42,  3.35it/s]

 62%|██████▏   | 228/370 [00:55<00:41,  3.39it/s]

 62%|██████▏   | 229/370 [00:55<00:41,  3.41it/s]

 62%|██████▏   | 230/370 [00:55<00:41,  3.38it/s]

 62%|██████▏   | 231/370 [00:56<00:40,  3.43it/s]

 63%|██████▎   | 232/370 [00:56<00:41,  3.36it/s]

 63%|██████▎   | 233/370 [00:56<00:41,  3.33it/s]

 63%|██████▎   | 234/370 [00:57<00:39,  3.46it/s]

 64%|██████▎   | 235/370 [00:57<00:37,  3.60it/s]

 64%|██████▍   | 236/370 [00:57<00:36,  3.69it/s]

 64%|██████▍   | 237/370 [00:57<00:36,  3.63it/s]

 64%|██████▍   | 238/370 [00:58<00:35,  3.72it/s]

 65%|██████▍   | 239/370 [00:58<00:34,  3.82it/s]

 65%|██████▍   | 240/370 [00:58<00:35,  3.70it/s]

 65%|██████▌   | 241/370 [00:58<00:36,  3.54it/s]

 65%|██████▌   | 242/370 [00:59<00:35,  3.60it/s]

 66%|██████▌   | 243/370 [00:59<00:41,  3.06it/s]

 66%|██████▌   | 244/370 [01:00<00:43,  2.92it/s]

 66%|██████▌   | 245/370 [01:00<00:41,  3.01it/s]

 66%|██████▋   | 246/370 [01:00<00:38,  3.20it/s]

 67%|██████▋   | 247/370 [01:00<00:34,  3.52it/s]

 67%|██████▋   | 248/370 [01:01<00:34,  3.58it/s]

 67%|██████▋   | 249/370 [01:01<00:33,  3.59it/s]

 68%|██████▊   | 250/370 [01:01<00:34,  3.52it/s]

 68%|██████▊   | 251/370 [01:01<00:33,  3.60it/s]

 68%|██████▊   | 252/370 [01:02<00:36,  3.28it/s]

 68%|██████▊   | 253/370 [01:02<00:34,  3.35it/s]

 69%|██████▊   | 254/370 [01:02<00:35,  3.30it/s]

 69%|██████▉   | 255/370 [01:03<00:34,  3.35it/s]

 69%|██████▉   | 256/370 [01:03<00:34,  3.27it/s]

 69%|██████▉   | 257/370 [01:03<00:36,  3.10it/s]

 70%|██████▉   | 258/370 [01:04<00:34,  3.20it/s]

 70%|███████   | 259/370 [01:04<00:34,  3.21it/s]

 70%|███████   | 260/370 [01:04<00:33,  3.29it/s]

 71%|███████   | 261/370 [01:05<00:33,  3.26it/s]

 71%|███████   | 262/370 [01:05<00:33,  3.26it/s]

 71%|███████   | 263/370 [01:05<00:33,  3.16it/s]

 71%|███████▏  | 264/370 [01:06<00:35,  3.01it/s]

 72%|███████▏  | 265/370 [01:06<00:33,  3.09it/s]

 72%|███████▏  | 266/370 [01:06<00:33,  3.07it/s]

 72%|███████▏  | 267/370 [01:07<00:34,  3.00it/s]

 72%|███████▏  | 268/370 [01:07<00:33,  3.05it/s]

 73%|███████▎  | 269/370 [01:07<00:34,  2.96it/s]

 73%|███████▎  | 270/370 [01:08<00:33,  2.94it/s]

 73%|███████▎  | 271/370 [01:08<00:33,  2.95it/s]

 74%|███████▎  | 272/370 [01:08<00:32,  3.06it/s]

 74%|███████▍  | 273/370 [01:09<00:31,  3.12it/s]

 74%|███████▍  | 274/370 [01:09<00:30,  3.10it/s]

 74%|███████▍  | 275/370 [01:09<00:29,  3.20it/s]

 75%|███████▍  | 276/370 [01:09<00:29,  3.22it/s]

 75%|███████▍  | 277/370 [01:10<00:29,  3.21it/s]

 75%|███████▌  | 278/370 [01:10<00:28,  3.17it/s]

 75%|███████▌  | 279/370 [01:10<00:28,  3.19it/s]

 76%|███████▌  | 280/370 [01:11<00:28,  3.17it/s]

 76%|███████▌  | 281/370 [01:11<00:27,  3.27it/s]

 76%|███████▌  | 282/370 [01:11<00:26,  3.33it/s]

 76%|███████▋  | 283/370 [01:12<00:26,  3.33it/s]

 77%|███████▋  | 284/370 [01:12<00:26,  3.28it/s]

 77%|███████▋  | 285/370 [01:12<00:27,  3.10it/s]

 77%|███████▋  | 286/370 [01:13<00:27,  3.09it/s]

 78%|███████▊  | 287/370 [01:13<00:26,  3.18it/s]

 78%|███████▊  | 288/370 [01:13<00:25,  3.26it/s]

 78%|███████▊  | 289/370 [01:13<00:23,  3.45it/s]

 78%|███████▊  | 290/370 [01:14<00:23,  3.35it/s]

 79%|███████▊  | 291/370 [01:14<00:23,  3.32it/s]

 79%|███████▉  | 292/370 [01:14<00:24,  3.17it/s]

 79%|███████▉  | 293/370 [01:15<00:24,  3.19it/s]

 79%|███████▉  | 294/370 [01:15<00:22,  3.32it/s]

 80%|███████▉  | 295/370 [01:15<00:21,  3.45it/s]

 80%|████████  | 296/370 [01:16<00:22,  3.26it/s]

 80%|████████  | 297/370 [01:16<00:22,  3.22it/s]

 81%|████████  | 298/370 [01:16<00:23,  3.02it/s]

 81%|████████  | 299/370 [01:17<00:22,  3.17it/s]

 81%|████████  | 300/370 [01:17<00:21,  3.25it/s]

 81%|████████▏ | 301/370 [01:17<00:21,  3.18it/s]

 82%|████████▏ | 302/370 [01:17<00:20,  3.33it/s]

 82%|████████▏ | 303/370 [01:18<00:20,  3.21it/s]

 82%|████████▏ | 304/370 [01:18<00:20,  3.27it/s]

 82%|████████▏ | 305/370 [01:18<00:20,  3.18it/s]

 83%|████████▎ | 306/370 [01:19<00:19,  3.23it/s]

 83%|████████▎ | 307/370 [01:19<00:18,  3.34it/s]

 83%|████████▎ | 308/370 [01:19<00:18,  3.41it/s]

 84%|████████▎ | 309/370 [01:20<00:18,  3.34it/s]

 84%|████████▍ | 310/370 [01:20<00:18,  3.26it/s]

 84%|████████▍ | 311/370 [01:20<00:18,  3.26it/s]

 84%|████████▍ | 312/370 [01:20<00:17,  3.26it/s]

 85%|████████▍ | 313/370 [01:21<00:17,  3.34it/s]

 85%|████████▍ | 314/370 [01:21<00:15,  3.54it/s]

 85%|████████▌ | 315/370 [01:21<00:15,  3.59it/s]

 85%|████████▌ | 316/370 [01:22<00:15,  3.55it/s]

 86%|████████▌ | 317/370 [01:22<00:15,  3.49it/s]

 86%|████████▌ | 318/370 [01:22<00:15,  3.36it/s]

 86%|████████▌ | 319/370 [01:22<00:14,  3.47it/s]

 86%|████████▋ | 320/370 [01:23<00:14,  3.50it/s]

 87%|████████▋ | 321/370 [01:23<00:14,  3.46it/s]

 87%|████████▋ | 322/370 [01:23<00:13,  3.56it/s]

 87%|████████▋ | 323/370 [01:24<00:13,  3.56it/s]

 88%|████████▊ | 324/370 [01:24<00:12,  3.67it/s]

 88%|████████▊ | 325/370 [01:24<00:12,  3.62it/s]

 88%|████████▊ | 326/370 [01:24<00:12,  3.50it/s]

 88%|████████▊ | 327/370 [01:25<00:12,  3.42it/s]

 89%|████████▊ | 328/370 [01:25<00:11,  3.64it/s]

 89%|████████▉ | 329/370 [01:25<00:11,  3.60it/s]

 89%|████████▉ | 330/370 [01:26<00:11,  3.48it/s]

 89%|████████▉ | 331/370 [01:26<00:11,  3.44it/s]

 90%|████████▉ | 332/370 [01:26<00:10,  3.51it/s]

 90%|█████████ | 333/370 [01:26<00:10,  3.57it/s]

 90%|█████████ | 334/370 [01:27<00:10,  3.53it/s]

 91%|█████████ | 335/370 [01:27<00:09,  3.64it/s]

 91%|█████████ | 336/370 [01:27<00:09,  3.64it/s]

 91%|█████████ | 337/370 [01:28<00:09,  3.56it/s]

 91%|█████████▏| 338/370 [01:28<00:09,  3.45it/s]

 92%|█████████▏| 339/370 [01:28<00:08,  3.49it/s]

 92%|█████████▏| 340/370 [01:28<00:08,  3.35it/s]

 92%|█████████▏| 341/370 [01:29<00:08,  3.45it/s]

 92%|█████████▏| 342/370 [01:29<00:07,  3.57it/s]

 93%|█████████▎| 343/370 [01:29<00:07,  3.63it/s]

 93%|█████████▎| 344/370 [01:30<00:07,  3.37it/s]

 93%|█████████▎| 345/370 [01:30<00:07,  3.16it/s]

 94%|█████████▎| 346/370 [01:30<00:07,  3.09it/s]

 94%|█████████▍| 347/370 [01:31<00:07,  3.11it/s]

 94%|█████████▍| 348/370 [01:31<00:06,  3.31it/s]

 94%|█████████▍| 349/370 [01:31<00:06,  3.26it/s]

 95%|█████████▍| 350/370 [01:31<00:05,  3.36it/s]

 95%|█████████▍| 351/370 [01:32<00:05,  3.24it/s]

 95%|█████████▌| 352/370 [01:32<00:05,  3.13it/s]

 95%|█████████▌| 353/370 [01:32<00:05,  3.17it/s]

 96%|█████████▌| 354/370 [01:33<00:05,  3.18it/s]

 96%|█████████▌| 355/370 [01:33<00:04,  3.37it/s]

 96%|█████████▌| 356/370 [01:33<00:03,  3.51it/s]

 96%|█████████▋| 357/370 [01:34<00:03,  3.63it/s]

 97%|█████████▋| 358/370 [01:34<00:03,  3.89it/s]

 97%|█████████▋| 359/370 [01:34<00:02,  3.93it/s]

 97%|█████████▋| 360/370 [01:34<00:02,  3.75it/s]

 98%|█████████▊| 361/370 [01:35<00:02,  3.79it/s]

 98%|█████████▊| 362/370 [01:35<00:02,  3.81it/s]

 98%|█████████▊| 363/370 [01:35<00:01,  4.16it/s]

 98%|█████████▊| 364/370 [01:35<00:01,  3.78it/s]

 99%|█████████▊| 365/370 [01:36<00:01,  3.92it/s]

 99%|█████████▉| 366/370 [01:36<00:01,  3.88it/s]

 99%|█████████▉| 367/370 [01:36<00:00,  3.93it/s]

 99%|█████████▉| 368/370 [01:36<00:00,  3.96it/s]

100%|█████████▉| 369/370 [01:37<00:00,  3.88it/s]

100%|██████████| 370/370 [01:37<00:00,  4.13it/s]
                                                       

                                                 

 93%|█████████▎| 18500/19900 [9:27:48<27:10,  1.16s/it]

100%|██████████| 370/370 [02:04<00:00,  4.13it/s]

                                                 Saving model checkpoint to ./checkpoint-18500
Configuration saved in ./checkpoint-18500/config.json
Model weights saved in ./checkpoint-18500/pytorch_model.bin
Configuration saved in ./checkpoint-18500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-17000] due to args.save_total_limit

 93%|█████████▎| 18501/19900 [9:29:07<24:06:18, 62.03s/it]
 93%|█████████▎| 18502/19900 [9:29:08<16:59:20, 43.75s/it]
 93%|█████████▎| 18503/19900 [9:29:09<12:00:13, 30.93s/it]
 93%|█████████▎| 18504/19900 [9:29:10<8:30:03, 21.92s/it] 
 93%|█████████▎| 18505/19900 [9:29:12<6:09:25, 15.89s/it]
 93%|█████████▎| 18506/19900 [9:29:14<4:29:08, 11.58s/it]
 93%|█████████▎| 18507/19900 [9:29:15<3:16:41,  8.47s/it]
 93%|█████████▎| 18508/19900 [9:29:18<2:38:01,  6.81s/it]
 93%|█████████▎| 18509/19900 [9:29:20<2:06:06,  5.44s/it]
 93%|█████████▎| 18510/19900 [9:29:22<1:42:42,  4.43s/it]
 93%|█████████▎| 18511/19900 [9:29:24<1:25:14,  3.68s/it]
 93%|█████████▎| 18512/19900 [9:29:26<1:13:03,  3.16s/it]
 93%|█████████▎| 18513/19900 [9:29:28<1:04:23,  2.79s/it]
 93%|█████████▎| 18514/19900 [9:29:30<57:46,  2.50s/it]  
 93%|█████████▎| 18515/19900 [9:29:31<52:54,  2.29s/it]
 93%|█████████▎| 18516/19900 [9:29:33<49:16,  2.14s/it]
 93%|█████████▎| 18517/19900 [9:29:35<46:06,  2.00s/it]
 93%|█████████▎| 18518/19900 [9:29:37<43:25,  1.89s/it]
 93%|█████████▎| 18519/19900 [9:29:38<41:36,  1.81s/it]
 93%|█████████▎| 18520/19900 [9:29:40<40:38,  1.77s/it]
 93%|█████████▎| 18521/19900 [9:29:41<39:22,  1.71s/it]
 93%|█████████▎| 18522/19900 [9:29:43<38:57,  1.70s/it]
 93%|█████████▎| 18523/19900 [9:29:45<37:46,  1.65s/it]
 93%|█████████▎| 18524/19900 [9:29:46<36:44,  1.60s/it]
 93%|█████████▎| 18525/19900 [9:29:48<36:06,  1.58s/it]
 93%|█████████▎| 18526/19900 [9:29:49<35:35,  1.55s/it]
 93%|█████████▎| 18527/19900 [9:29:51<35:06,  1.53s/it]
 93%|█████████▎| 18528/19900 [9:29:52<35:29,  1.55s/it]
 93%|█████████▎| 18529/19900 [9:29:54<34:51,  1.53s/it]
 93%|█████████▎| 18530/19900 [9:29:55<34:32,  1.51s/it]
 93%|█████████▎| 18531/19900 [9:29:57<34:25,  1.51s/it]
 93%|█████████▎| 18532/19900 [9:29:58<33:58,  1.49s/it]
 93%|█████████▎| 18533/19900 [9:29:59<33:14,  1.46s/it]
 93%|█████████▎| 18534/19900 [9:30:01<32:41,  1.44s/it]
 93%|█████████▎| 18535/19900 [9:30:02<31:46,  1.40s/it]
 93%|█████████▎| 18536/19900 [9:30:04<31:22,  1.38s/it]
 93%|█████████▎| 18537/19900 [9:30:05<30:46,  1.35s/it]
 93%|█████████▎| 18538/19900 [9:30:06<30:24,  1.34s/it]
 93%|█████████▎| 18539/19900 [9:30:07<30:01,  1.32s/it]
 93%|█████████▎| 18540/19900 [9:30:09<30:01,  1.32s/it]
 93%|█████████▎| 18541/19900 [9:30:10<29:30,  1.30s/it]
 93%|█████████▎| 18542/19900 [9:30:11<29:29,  1.30s/it]
 93%|█████████▎| 18543/19900 [9:30:12<28:47,  1.27s/it]
 93%|█████████▎| 18544/19900 [9:30:14<28:16,  1.25s/it]
 93%|█████████▎| 18545/19900 [9:30:15<27:57,  1.24s/it]
 93%|█████████▎| 18546/19900 [9:30:16<27:26,  1.22s/it]
 93%|█████████▎| 18547/19900 [9:30:17<27:25,  1.22s/it]
 93%|█████████▎| 18548/19900 [9:30:18<26:56,  1.20s/it]
 93%|█████████▎| 18549/19900 [9:30:20<26:33,  1.18s/it]
 93%|█████████▎| 18550/19900 [9:30:21<25:50,  1.15s/it]
 93%|█████████▎| 18551/19900 [9:30:22<25:22,  1.13s/it]
 93%|█████████▎| 18552/19900 [9:30:23<24:59,  1.11s/it]
 93%|█████████▎| 18553/19900 [9:30:24<24:23,  1.09s/it]
 93%|█████████▎| 18554/19900 [9:30:25<23:53,  1.06s/it]
 93%|█████████▎| 18555/19900 [9:30:26<23:18,  1.04s/it]
 93%|█████████▎| 18556/19900 [9:30:27<22:34,  1.01s/it]
 93%|█████████▎| 18557/19900 [9:30:29<32:22,  1.45s/it]
 93%|█████████▎| 18558/19900 [9:30:31<36:54,  1.65s/it]
 93%|█████████▎| 18559/19900 [9:30:33<39:32,  1.77s/it]
 93%|█████████▎| 18560/19900 [9:30:35<40:22,  1.81s/it]
 93%|█████████▎| 18561/19900 [9:30:37<41:28,  1.86s/it]
 93%|█████████▎| 18562/19900 [9:30:39<41:24,  1.86s/it]
 93%|█████████▎| 18563/19900 [9:30:41<41:17,  1.85s/it]
 93%|█████████▎| 18564/19900 [9:30:43<40:55,  1.84s/it]
 93%|█████████▎| 18565/19900 [9:30:45<40:43,  1.83s/it]
 93%|█████████▎| 18566/19900 [9:30:46<39:57,  1.80s/it]
 93%|█████████▎| 18567/19900 [9:30:48<39:07,  1.76s/it]
 93%|█████████▎| 18568/19900 [9:30:50<38:42,  1.74s/it]
 93%|█████████▎| 18569/19900 [9:30:51<38:12,  1.72s/it]
 93%|█████████▎| 18570/19900 [9:30:53<37:26,  1.69s/it]
 93%|█████████▎| 18571/19900 [9:30:55<36:33,  1.65s/it]
 93%|█████████▎| 18572/19900 [9:30:56<35:41,  1.61s/it]
 93%|█████████▎| 18573/19900 [9:30:58<34:59,  1.58s/it]
 93%|█████████▎| 18574/19900 [9:30:59<34:38,  1.57s/it]
 93%|█████████▎| 18575/19900 [9:31:01<34:21,  1.56s/it]
 93%|█████████▎| 18576/19900 [9:31:02<33:52,  1.54s/it]
 93%|█████████▎| 18577/19900 [9:31:04<33:53,  1.54s/it]
 93%|█████████▎| 18578/19900 [9:31:05<33:29,  1.52s/it]
 93%|█████████▎| 18579/19900 [9:31:07<33:01,  1.50s/it]
 93%|█████████▎| 18580/19900 [9:31:08<32:55,  1.50s/it]
 93%|█████████▎| 18581/19900 [9:31:10<32:33,  1.48s/it]
 93%|█████████▎| 18582/19900 [9:31:11<32:19,  1.47s/it]
 93%|█████████▎| 18583/19900 [9:31:12<32:32,  1.48s/it]
 93%|█████████▎| 18584/19900 [9:31:14<31:35,  1.44s/it]
 93%|█████████▎| 18585/19900 [9:31:15<31:11,  1.42s/it]
 93%|█████████▎| 18586/19900 [9:31:16<30:12,  1.38s/it]
 93%|█████████▎| 18587/19900 [9:31:18<29:27,  1.35s/it]
 93%|█████████▎| 18588/19900 [9:31:19<29:01,  1.33s/it]
 93%|█████████▎| 18589/19900 [9:31:20<28:30,  1.30s/it]
 93%|█████████▎| 18590/19900 [9:31:22<28:23,  1.30s/it]
 93%|█████████▎| 18591/19900 [9:31:23<27:56,  1.28s/it]
 93%|█████████▎| 18592/19900 [9:31:24<27:28,  1.26s/it]
 93%|█████████▎| 18593/19900 [9:31:25<27:24,  1.26s/it]
 93%|█████████▎| 18594/19900 [9:31:26<26:53,  1.24s/it]
 93%|█████████▎| 18595/19900 [9:31:28<26:05,  1.20s/it]
 93%|█████████▎| 18596/19900 [9:31:29<24:57,  1.15s/it]
 93%|█████████▎| 18597/19900 [9:31:30<24:22,  1.12s/it]
 93%|█████████▎| 18598/19900 [9:31:31<24:09,  1.11s/it]
 93%|█████████▎| 18599/19900 [9:31:32<24:42,  1.14s/it]
 93%|█████████▎| 18600/19900 [9:31:33<24:00,  1.11s/it]
                                                       

 93%|█████████▎| 18600/19900 [9:31:33<24:00,  1.11s/it]
 93%|█████████▎| 18601/19900 [9:31:34<24:02,  1.11s/it]
 93%|█████████▎| 18602/19900 [9:31:35<23:14,  1.07s/it]
 93%|█████████▎| 18603/19900 [9:31:36<22:59,  1.06s/it]
 93%|█████████▎| 18604/19900 [9:31:37<22:34,  1.05s/it]
 93%|█████████▎| 18605/19900 [9:31:38<21:23,  1.01it/s]
 93%|█████████▎| 18606/19900 [9:31:40<30:03,  1.39s/it]
 94%|█████████▎| 18607/19900 [9:31:42<34:43,  1.61s/it]
 94%|█████████▎| 18608/19900 [9:31:44<37:02,  1.72s/it]
 94%|█████████▎| 18609/19900 [9:31:46<38:15,  1.78s/it]
 94%|█████████▎| 18610/19900 [9:31:48<38:28,  1.79s/it]
 94%|█████████▎| 18611/19900 [9:31:50<37:53,  1.76s/it]
 94%|█████████▎| 18612/19900 [9:31:52<37:12,  1.73s/it]
 94%|█████████▎| 18613/19900 [9:31:53<36:32,  1.70s/it]
 94%|█████████▎| 18614/19900 [9:31:55<35:54,  1.68s/it]
 94%|█████████▎| 18615/19900 [9:31:56<35:50,  1.67s/it]
 94%|█████████▎| 18616/19900 [9:31:58<36:00,  1.68s/it]
 94%|█████████▎| 18617/19900 [9:32:00<35:32,  1.66s/it]
 94%|█████████▎| 18618/19900 [9:32:01<34:48,  1.63s/it]
 94%|█████████▎| 18619/19900 [9:32:03<34:18,  1.61s/it]
 94%|█████████▎| 18620/19900 [9:32:04<33:57,  1.59s/it]
 94%|█████████▎| 18621/19900 [9:32:06<33:31,  1.57s/it]
 94%|█████████▎| 18622/19900 [9:32:07<33:10,  1.56s/it]
 94%|█████████▎| 18623/19900 [9:32:09<33:23,  1.57s/it]
 94%|█████████▎| 18624/19900 [9:32:11<33:11,  1.56s/it]
 94%|█████████▎| 18625/19900 [9:32:12<33:06,  1.56s/it]
 94%|█████████▎| 18626/19900 [9:32:14<32:29,  1.53s/it]
 94%|█████████▎| 18627/19900 [9:32:15<31:57,  1.51s/it]
 94%|█████████▎| 18628/19900 [9:32:16<31:21,  1.48s/it]
 94%|█████████▎| 18629/19900 [9:32:18<31:04,  1.47s/it]
 94%|█████████▎| 18630/19900 [9:32:19<30:30,  1.44s/it]
 94%|█████████▎| 18631/19900 [9:32:21<30:04,  1.42s/it]
 94%|█████████▎| 18632/19900 [9:32:22<29:24,  1.39s/it]
 94%|█████████▎| 18633/19900 [9:32:23<29:22,  1.39s/it]
 94%|█████████▎| 18634/19900 [9:32:25<28:55,  1.37s/it]
 94%|█████████▎| 18635/19900 [9:32:26<28:30,  1.35s/it]
 94%|█████████▎| 18636/19900 [9:32:27<28:38,  1.36s/it]
 94%|█████████▎| 18637/19900 [9:32:29<28:15,  1.34s/it]
 94%|█████████▎| 18638/19900 [9:32:30<27:40,  1.32s/it]
 94%|█████████▎| 18639/19900 [9:32:31<27:23,  1.30s/it]
 94%|█████████▎| 18640/19900 [9:32:32<27:09,  1.29s/it]
 94%|█████████▎| 18641/19900 [9:32:34<26:23,  1.26s/it]
 94%|█████████▎| 18642/19900 [9:32:35<26:07,  1.25s/it]
 94%|█████████▎| 18643/19900 [9:32:36<25:39,  1.22s/it]
 94%|█████████▎| 18644/19900 [9:32:37<25:12,  1.20s/it]
 94%|█████████▎| 18645/19900 [9:32:38<24:03,  1.15s/it]
 94%|█████████▎| 18646/19900 [9:32:39<23:50,  1.14s/it]
 94%|█████████▎| 18647/19900 [9:32:41<23:57,  1.15s/it]
 94%|█████████▎| 18648/19900 [9:32:42<23:30,  1.13s/it]
 94%|█████████▎| 18649/19900 [9:32:43<23:32,  1.13s/it]
 94%|█████████▎| 18650/19900 [9:32:44<22:49,  1.10s/it]
 94%|█████████▎| 18651/19900 [9:32:45<22:43,  1.09s/it]
 94%|█████████▎| 18652/19900 [9:32:46<22:04,  1.06s/it]
 94%|█████████▎| 18653/19900 [9:32:47<21:31,  1.04s/it]
 94%|█████████▎| 18654/19900 [9:32:48<20:16,  1.02it/s]
 94%|█████████▎| 18655/19900 [9:32:50<28:45,  1.39s/it]
 94%|█████████▎| 18656/19900 [9:32:52<33:17,  1.61s/it]
 94%|█████████▍| 18657/19900 [9:32:54<35:26,  1.71s/it]
 94%|█████████▍| 18658/19900 [9:32:56<36:37,  1.77s/it]
 94%|█████████▍| 18659/19900 [9:32:58<36:54,  1.78s/it]
 94%|█████████▍| 18660/19900 [9:33:00<36:58,  1.79s/it]
 94%|█████████▍| 18661/19900 [9:33:01<36:33,  1.77s/it]
 94%|█████████▍| 18662/19900 [9:33:03<36:12,  1.75s/it]
 94%|█████████▍| 18663/19900 [9:33:05<35:54,  1.74s/it]
 94%|█████████▍| 18664/19900 [9:33:06<35:46,  1.74s/it]
 94%|█████████▍| 18665/19900 [9:33:08<35:07,  1.71s/it]
 94%|█████████▍| 18666/19900 [9:33:10<34:52,  1.70s/it]
 94%|█████████▍| 18667/19900 [9:33:11<34:06,  1.66s/it]
 94%|█████████▍| 18668/19900 [9:33:13<33:45,  1.64s/it]
 94%|█████████▍| 18669/19900 [9:33:15<33:55,  1.65s/it]
 94%|█████████▍| 18670/19900 [9:33:16<33:24,  1.63s/it]
 94%|█████████▍| 18671/19900 [9:33:18<32:51,  1.60s/it]
 94%|█████████▍| 18672/19900 [9:33:19<32:00,  1.56s/it]
 94%|█████████▍| 18673/19900 [9:33:21<31:19,  1.53s/it]
 94%|█████████▍| 18674/19900 [9:33:22<30:53,  1.51s/it]
 94%|█████████▍| 18675/19900 [9:33:24<31:00,  1.52s/it]
 94%|█████████▍| 18676/19900 [9:33:25<30:08,  1.48s/it]
 94%|█████████▍| 18677/19900 [9:33:26<29:22,  1.44s/it]
 94%|█████████▍| 18678/19900 [9:33:28<28:47,  1.41s/it]
 94%|█████████▍| 18679/19900 [9:33:29<28:11,  1.39s/it]
 94%|█████████▍| 18680/19900 [9:33:30<27:40,  1.36s/it]
 94%|█████████▍| 18681/19900 [9:33:32<27:02,  1.33s/it]
 94%|█████████▍| 18682/19900 [9:33:33<26:32,  1.31s/it]
 94%|█████████▍| 18683/19900 [9:33:34<26:36,  1.31s/it]
 94%|█████████▍| 18684/19900 [9:33:36<26:36,  1.31s/it]
 94%|█████████▍| 18685/19900 [9:33:37<26:25,  1.30s/it]
 94%|█████████▍| 18686/19900 [9:33:38<25:52,  1.28s/it]
 94%|█████████▍| 18687/19900 [9:33:39<25:13,  1.25s/it]
 94%|█████████▍| 18688/19900 [9:33:40<24:54,  1.23s/it]
 94%|█████████▍| 18689/19900 [9:33:42<24:48,  1.23s/it]
 94%|█████████▍| 18690/19900 [9:33:43<24:44,  1.23s/it]
 94%|█████████▍| 18691/19900 [9:33:44<24:26,  1.21s/it]
 94%|█████████▍| 18692/19900 [9:33:45<25:14,  1.25s/it]
 94%|█████████▍| 18693/19900 [9:33:47<25:08,  1.25s/it]
 94%|█████████▍| 18694/19900 [9:33:48<24:34,  1.22s/it]
 94%|█████████▍| 18695/19900 [9:33:49<24:08,  1.20s/it]
 94%|█████████▍| 18696/19900 [9:33:50<23:41,  1.18s/it]
 94%|█████████▍| 18697/19900 [9:33:51<23:26,  1.17s/it]
 94%|█████████▍| 18698/19900 [9:33:52<23:11,  1.16s/it]
 94%|█████████▍| 18699/19900 [9:33:53<22:39,  1.13s/it]
 94%|█████████▍| 18700/19900 [9:33:54<21:49,  1.09s/it]
                                                       

 94%|█████████▍| 18700/19900 [9:33:54<21:49,  1.09s/it]
 94%|█████████▍| 18701/19900 [9:33:55<20:58,  1.05s/it]
 94%|█████████▍| 18702/19900 [9:33:56<20:37,  1.03s/it]
 94%|█████████▍| 18703/19900 [9:33:57<19:46,  1.01it/s]
 94%|█████████▍| 18704/19900 [9:33:59<24:34,  1.23s/it]
 94%|█████████▍| 18705/19900 [9:34:01<25:53,  1.30s/it]
 94%|█████████▍| 18706/19900 [9:34:02<25:05,  1.26s/it]
 94%|█████████▍| 18707/19900 [9:34:04<34:06,  1.72s/it]
 94%|█████████▍| 18708/19900 [9:34:07<36:32,  1.84s/it]
 94%|█████████▍| 18709/19900 [9:34:09<37:12,  1.87s/it]
 94%|█████████▍| 18710/19900 [9:34:10<37:05,  1.87s/it]
 94%|█████████▍| 18711/19900 [9:34:12<36:20,  1.83s/it]
 94%|█████████▍| 18712/19900 [9:34:14<36:36,  1.85s/it]
 94%|█████████▍| 18713/19900 [9:34:16<36:16,  1.83s/it]
 94%|█████████▍| 18714/19900 [9:34:18<35:47,  1.81s/it]
 94%|█████████▍| 18715/19900 [9:34:19<34:48,  1.76s/it]
 94%|█████████▍| 18716/19900 [9:34:21<34:26,  1.75s/it]
 94%|█████████▍| 18717/19900 [9:34:23<34:00,  1.73s/it]
 94%|█████████▍| 18718/19900 [9:34:24<34:28,  1.75s/it]
 94%|█████████▍| 18719/19900 [9:34:26<34:55,  1.77s/it]
 94%|█████████▍| 18720/19900 [9:34:28<33:46,  1.72s/it]
 94%|█████████▍| 18721/19900 [9:34:29<33:12,  1.69s/it]
 94%|█████████▍| 18722/19900 [9:34:31<32:16,  1.64s/it]
 94%|█████████▍| 18723/19900 [9:34:33<31:31,  1.61s/it]
 94%|█████████▍| 18724/19900 [9:34:34<31:12,  1.59s/it]
 94%|█████████▍| 18725/19900 [9:34:36<30:37,  1.56s/it]
 94%|█████████▍| 18726/19900 [9:34:37<30:15,  1.55s/it]
 94%|█████████▍| 18727/19900 [9:34:39<30:03,  1.54s/it]
 94%|█████████▍| 18728/19900 [9:34:40<29:35,  1.52s/it]
 94%|█████████▍| 18729/19900 [9:34:41<29:01,  1.49s/it]
 94%|█████████▍| 18730/19900 [9:34:43<28:45,  1.48s/it]
 94%|█████████▍| 18731/19900 [9:34:44<28:31,  1.46s/it]
 94%|█████████▍| 18732/19900 [9:34:46<28:00,  1.44s/it]
 94%|█████████▍| 18733/19900 [9:34:47<27:36,  1.42s/it]
 94%|█████████▍| 18734/19900 [9:34:49<27:20,  1.41s/it]
 94%|█████████▍| 18735/19900 [9:34:50<27:02,  1.39s/it]
 94%|█████████▍| 18736/19900 [9:34:51<26:37,  1.37s/it]
 94%|█████████▍| 18737/19900 [9:34:52<26:07,  1.35s/it]
 94%|█████████▍| 18738/19900 [9:34:54<25:32,  1.32s/it]
 94%|█████████▍| 18739/19900 [9:34:55<25:16,  1.31s/it]
 94%|█████████▍| 18740/19900 [9:34:56<24:42,  1.28s/it]
 94%|█████████▍| 18741/19900 [9:34:57<24:28,  1.27s/it]
 94%|█████████▍| 18742/19900 [9:34:59<24:21,  1.26s/it]
 94%|█████████▍| 18743/19900 [9:35:00<23:55,  1.24s/it]
 94%|█████████▍| 18744/19900 [9:35:01<23:47,  1.24s/it]
 94%|█████████▍| 18745/19900 [9:35:02<23:20,  1.21s/it]
 94%|█████████▍| 18746/19900 [9:35:03<23:16,  1.21s/it]
 94%|█████████▍| 18747/19900 [9:35:05<22:37,  1.18s/it]
 94%|█████████▍| 18748/19900 [9:35:06<21:59,  1.15s/it]
 94%|█████████▍| 18749/19900 [9:35:07<21:52,  1.14s/it]
 94%|█████████▍| 18750/19900 [9:35:08<21:41,  1.13s/it]
 94%|█████████▍| 18751/19900 [9:35:09<21:14,  1.11s/it]
 94%|█████████▍| 18752/19900 [9:35:10<20:29,  1.07s/it]
 94%|█████████▍| 18753/19900 [9:35:11<20:11,  1.06s/it]
 94%|█████████▍| 18754/19900 [9:35:12<19:48,  1.04s/it]
 94%|█████████▍| 18755/19900 [9:35:13<19:15,  1.01s/it]
 94%|█████████▍| 18756/19900 [9:35:15<27:28,  1.44s/it]
 94%|█████████▍| 18757/19900 [9:35:18<31:40,  1.66s/it]
 94%|█████████▍| 18758/19900 [9:35:20<33:43,  1.77s/it]
 94%|█████████▍| 18759/19900 [9:35:22<35:01,  1.84s/it]
 94%|█████████▍| 18760/19900 [9:35:23<35:20,  1.86s/it]
 94%|█████████▍| 18761/19900 [9:35:25<35:38,  1.88s/it]
 94%|█████████▍| 18762/19900 [9:35:27<35:27,  1.87s/it]
 94%|█████████▍| 18763/19900 [9:35:29<34:44,  1.83s/it]
 94%|█████████▍| 18764/19900 [9:35:31<34:26,  1.82s/it]
 94%|█████████▍| 18765/19900 [9:35:32<33:23,  1.76s/it]
 94%|█████████▍| 18766/19900 [9:35:34<33:12,  1.76s/it]
 94%|█████████▍| 18767/19900 [9:35:36<32:51,  1.74s/it]
 94%|█████████▍| 18768/19900 [9:35:37<32:02,  1.70s/it]
 94%|█████████▍| 18769/19900 [9:35:39<31:36,  1.68s/it]
 94%|█████████▍| 18770/19900 [9:35:41<30:53,  1.64s/it]
 94%|█████████▍| 18771/19900 [9:35:42<30:19,  1.61s/it]
 94%|█████████▍| 18772/19900 [9:35:44<29:46,  1.58s/it]
 94%|█████████▍| 18773/19900 [9:35:45<29:26,  1.57s/it]
 94%|█████████▍| 18774/19900 [9:35:47<29:12,  1.56s/it]
 94%|█████████▍| 18775/19900 [9:35:48<28:46,  1.53s/it]
 94%|█████████▍| 18776/19900 [9:35:50<28:09,  1.50s/it]
 94%|█████████▍| 18777/19900 [9:35:51<27:55,  1.49s/it]
 94%|█████████▍| 18778/19900 [9:35:53<27:48,  1.49s/it]
 94%|█████████▍| 18779/19900 [9:35:54<28:00,  1.50s/it]
 94%|█████████▍| 18780/19900 [9:35:56<27:22,  1.47s/it]
 94%|█████████▍| 18781/19900 [9:35:57<26:52,  1.44s/it]
 94%|█████████▍| 18782/19900 [9:35:58<26:22,  1.42s/it]
 94%|█████████▍| 18783/19900 [9:36:00<26:10,  1.41s/it]
 94%|█████████▍| 18784/19900 [9:36:01<25:32,  1.37s/it]
 94%|█████████▍| 18785/19900 [9:36:02<25:08,  1.35s/it]
 94%|█████████▍| 18786/19900 [9:36:04<24:59,  1.35s/it]
 94%|█████████▍| 18787/19900 [9:36:05<24:33,  1.32s/it]
 94%|█████████▍| 18788/19900 [9:36:06<24:23,  1.32s/it]
 94%|█████████▍| 18789/19900 [9:36:07<24:14,  1.31s/it]
 94%|█████████▍| 18790/19900 [9:36:09<24:02,  1.30s/it]
 94%|█████████▍| 18791/19900 [9:36:10<23:47,  1.29s/it]
 94%|█████████▍| 18792/19900 [9:36:11<23:46,  1.29s/it]
 94%|█████████▍| 18793/19900 [9:36:12<23:12,  1.26s/it]
 94%|█████████▍| 18794/19900 [9:36:14<22:46,  1.24s/it]
 94%|█████████▍| 18795/19900 [9:36:15<22:14,  1.21s/it]
 94%|█████████▍| 18796/19900 [9:36:16<22:02,  1.20s/it]
 94%|█████████▍| 18797/19900 [9:36:17<21:23,  1.16s/it]
 94%|█████████▍| 18798/19900 [9:36:18<20:49,  1.13s/it]
 94%|█████████▍| 18799/19900 [9:36:19<20:30,  1.12s/it]
 94%|█████████▍| 18800/19900 [9:36:20<20:33,  1.12s/it]
                                                       

 94%|█████████▍| 18800/19900 [9:36:20<20:33,  1.12s/it]
 94%|█████████▍| 18801/19900 [9:36:21<20:05,  1.10s/it]
 94%|█████████▍| 18802/19900 [9:36:22<19:22,  1.06s/it]
 94%|█████████▍| 18803/19900 [9:36:23<18:54,  1.03s/it]
 94%|█████████▍| 18804/19900 [9:36:24<18:33,  1.02s/it]
 94%|█████████▍| 18805/19900 [9:36:27<26:24,  1.45s/it]
 95%|█████████▍| 18806/19900 [9:36:29<30:05,  1.65s/it]
 95%|█████████▍| 18807/19900 [9:36:31<32:04,  1.76s/it]
 95%|█████████▍| 18808/19900 [9:36:33<32:46,  1.80s/it]
 95%|█████████▍| 18809/19900 [9:36:35<33:36,  1.85s/it]
 95%|█████████▍| 18810/19900 [9:36:37<33:14,  1.83s/it]
 95%|█████████▍| 18811/19900 [9:36:38<32:36,  1.80s/it]
 95%|█████████▍| 18812/19900 [9:36:40<32:35,  1.80s/it]
 95%|█████████▍| 18813/19900 [9:36:42<32:05,  1.77s/it]
 95%|█████████▍| 18814/19900 [9:36:44<32:11,  1.78s/it]
 95%|█████████▍| 18815/19900 [9:36:45<31:13,  1.73s/it]
 95%|█████████▍| 18816/19900 [9:36:47<30:39,  1.70s/it]
 95%|█████████▍| 18817/19900 [9:36:48<30:06,  1.67s/it]
 95%|█████████▍| 18818/19900 [9:36:50<29:50,  1.65s/it]
 95%|█████████▍| 18819/19900 [9:36:52<29:16,  1.63s/it]
 95%|█████████▍| 18820/19900 [9:36:53<28:33,  1.59s/it]
 95%|█████████▍| 18821/19900 [9:36:55<27:56,  1.55s/it]
 95%|█████████▍| 18822/19900 [9:36:56<27:27,  1.53s/it]
 95%|█████████▍| 18823/19900 [9:36:58<27:23,  1.53s/it]
 95%|█████████▍| 18824/19900 [9:36:59<26:56,  1.50s/it]
 95%|█████████▍| 18825/19900 [9:37:00<26:47,  1.50s/it]
 95%|█████████▍| 18826/19900 [9:37:02<26:26,  1.48s/it]
 95%|█████████▍| 18827/19900 [9:37:03<26:09,  1.46s/it]
 95%|█████████▍| 18828/19900 [9:37:05<25:59,  1.46s/it]
 95%|█████████▍| 18829/19900 [9:37:06<25:37,  1.44s/it]
 95%|█████████▍| 18830/19900 [9:37:08<25:21,  1.42s/it]
 95%|█████████▍| 18831/19900 [9:37:09<24:42,  1.39s/it]
 95%|█████████▍| 18832/19900 [9:37:10<24:12,  1.36s/it]
 95%|█████████▍| 18833/19900 [9:37:11<23:53,  1.34s/it]
 95%|█████████▍| 18834/19900 [9:37:13<23:40,  1.33s/it]
 95%|█████████▍| 18835/19900 [9:37:14<23:15,  1.31s/it]
 95%|█████████▍| 18836/19900 [9:37:15<23:01,  1.30s/it]
 95%|█████████▍| 18837/19900 [9:37:17<22:42,  1.28s/it]
 95%|█████████▍| 18838/19900 [9:37:18<22:31,  1.27s/it]
 95%|█████████▍| 18839/19900 [9:37:19<22:17,  1.26s/it]
 95%|█████████▍| 18840/19900 [9:37:20<22:14,  1.26s/it]
 95%|█████████▍| 18841/19900 [9:37:21<21:56,  1.24s/it]
 95%|█████████▍| 18842/19900 [9:37:23<21:48,  1.24s/it]
 95%|█████████▍| 18843/19900 [9:37:24<21:20,  1.21s/it]
 95%|█████████▍| 18844/19900 [9:37:25<20:52,  1.19s/it]
 95%|█████████▍| 18845/19900 [9:37:26<20:36,  1.17s/it]
 95%|█████████▍| 18846/19900 [9:37:27<19:57,  1.14s/it]
 95%|█████████▍| 18847/19900 [9:37:28<19:40,  1.12s/it]
 95%|█████████▍| 18848/19900 [9:37:29<19:20,  1.10s/it]
 95%|█████████▍| 18849/19900 [9:37:30<19:09,  1.09s/it]
 95%|█████████▍| 18850/19900 [9:37:31<18:49,  1.08s/it]
 95%|█████████▍| 18851/19900 [9:37:32<18:35,  1.06s/it]
 95%|█████████▍| 18852/19900 [9:37:33<18:04,  1.03s/it]
 95%|█████████▍| 18853/19900 [9:37:34<17:08,  1.02it/s]
 95%|█████████▍| 18854/19900 [9:37:37<25:23,  1.46s/it]
 95%|█████████▍| 18855/19900 [9:37:39<29:22,  1.69s/it]
 95%|█████████▍| 18856/19900 [9:37:41<31:13,  1.79s/it]
 95%|█████████▍| 18857/19900 [9:37:43<32:11,  1.85s/it]
 95%|█████████▍| 18858/19900 [9:37:45<32:27,  1.87s/it]
 95%|█████████▍| 18859/19900 [9:37:47<32:15,  1.86s/it]
 95%|█████████▍| 18860/19900 [9:37:49<32:19,  1.86s/it]
 95%|█████████▍| 18861/19900 [9:37:50<31:29,  1.82s/it]
 95%|█████████▍| 18862/19900 [9:37:52<30:50,  1.78s/it]
 95%|█████████▍| 18863/19900 [9:37:54<30:35,  1.77s/it]
 95%|█████████▍| 18864/19900 [9:37:56<30:00,  1.74s/it]
 95%|█████████▍| 18865/19900 [9:37:57<29:46,  1.73s/it]
 95%|█████████▍| 18866/19900 [9:37:59<29:04,  1.69s/it]
 95%|█████████▍| 18867/19900 [9:38:00<28:29,  1.65s/it]
 95%|█████████▍| 18868/19900 [9:38:02<27:54,  1.62s/it]
 95%|█████████▍| 18869/19900 [9:38:04<27:41,  1.61s/it]
 95%|█████████▍| 18870/19900 [9:38:05<27:11,  1.58s/it]
 95%|█████████▍| 18871/19900 [9:38:07<27:06,  1.58s/it]
 95%|█████████▍| 18872/19900 [9:38:08<26:47,  1.56s/it]
 95%|█████████▍| 18873/19900 [9:38:10<26:02,  1.52s/it]
 95%|█████████▍| 18874/19900 [9:38:11<25:43,  1.50s/it]
 95%|█████████▍| 18875/19900 [9:38:12<25:26,  1.49s/it]
 95%|█████████▍| 18876/19900 [9:38:14<25:24,  1.49s/it]
 95%|█████████▍| 18877/19900 [9:38:15<25:16,  1.48s/it]
 95%|█████████▍| 18878/19900 [9:38:17<24:46,  1.45s/it]
 95%|█████████▍| 18879/19900 [9:38:18<24:40,  1.45s/it]
 95%|█████████▍| 18880/19900 [9:38:20<24:04,  1.42s/it]
 95%|█████████▍| 18881/19900 [9:38:21<23:32,  1.39s/it]
 95%|█████████▍| 18882/19900 [9:38:22<23:14,  1.37s/it]
 95%|█████████▍| 18883/19900 [9:38:24<23:11,  1.37s/it]
 95%|█████████▍| 18884/19900 [9:38:25<22:41,  1.34s/it]
 95%|█████████▍| 18885/19900 [9:38:26<22:36,  1.34s/it]
 95%|█████████▍| 18886/19900 [9:38:27<22:15,  1.32s/it]
 95%|█████████▍| 18887/19900 [9:38:29<22:08,  1.31s/it]
 95%|█████████▍| 18888/19900 [9:38:30<21:44,  1.29s/it]
 95%|█████████▍| 18889/19900 [9:38:31<21:29,  1.28s/it]
 95%|█████████▍| 18890/19900 [9:38:32<21:10,  1.26s/it]
 95%|█████████▍| 18891/19900 [9:38:34<21:02,  1.25s/it]
 95%|█████████▍| 18892/19900 [9:38:35<21:03,  1.25s/it]
 95%|█████████▍| 18893/19900 [9:38:36<21:11,  1.26s/it]
 95%|█████████▍| 18894/19900 [9:38:37<20:39,  1.23s/it]
 95%|█████████▍| 18895/19900 [9:38:39<20:24,  1.22s/it]
 95%|█████████▍| 18896/19900 [9:38:40<20:08,  1.20s/it]
 95%|█████████▍| 18897/19900 [9:38:41<19:43,  1.18s/it]
 95%|█████████▍| 18898/19900 [9:38:42<18:59,  1.14s/it]
 95%|█████████▍| 18899/19900 [9:38:43<18:22,  1.10s/it]
 95%|█████████▍| 18900/19900 [9:38:44<18:03,  1.08s/it]
                                                       

 95%|█████████▍| 18900/19900 [9:38:44<18:03,  1.08s/it]
 95%|█████████▍| 18901/19900 [9:38:45<17:47,  1.07s/it]
 95%|█████████▍| 18902/19900 [9:38:46<16:52,  1.01s/it]
 95%|█████████▍| 18903/19900 [9:38:48<20:44,  1.25s/it]
 95%|█████████▍| 18904/19900 [9:38:49<22:00,  1.33s/it]
 95%|█████████▌| 18905/19900 [9:38:50<21:30,  1.30s/it]
 95%|█████████▌| 18906/19900 [9:38:53<29:18,  1.77s/it]
 95%|█████████▌| 18907/19900 [9:38:55<30:58,  1.87s/it]
 95%|█████████▌| 18908/19900 [9:38:57<31:29,  1.90s/it]
 95%|█████████▌| 18909/19900 [9:38:59<31:40,  1.92s/it]
 95%|█████████▌| 18910/19900 [9:39:01<31:23,  1.90s/it]
 95%|█████████▌| 18911/19900 [9:39:03<30:56,  1.88s/it]
 95%|█████████▌| 18912/19900 [9:39:05<30:32,  1.85s/it]
 95%|█████████▌| 18913/19900 [9:39:07<29:57,  1.82s/it]
 95%|█████████▌| 18914/19900 [9:39:08<29:04,  1.77s/it]
 95%|█████████▌| 18915/19900 [9:39:10<28:26,  1.73s/it]
 95%|█████████▌| 18916/19900 [9:39:11<27:40,  1.69s/it]
 95%|█████████▌| 18917/19900 [9:39:13<27:32,  1.68s/it]
 95%|█████████▌| 18918/19900 [9:39:15<26:51,  1.64s/it]
 95%|█████████▌| 18919/19900 [9:39:16<26:05,  1.60s/it]
 95%|█████████▌| 18920/19900 [9:39:18<25:30,  1.56s/it]
 95%|█████████▌| 18921/19900 [9:39:19<25:19,  1.55s/it]
 95%|█████████▌| 18922/19900 [9:39:21<25:28,  1.56s/it]
 95%|█████████▌| 18923/19900 [9:39:22<24:55,  1.53s/it]
 95%|█████████▌| 18924/19900 [9:39:24<24:49,  1.53s/it]
 95%|█████████▌| 18925/19900 [9:39:25<24:31,  1.51s/it]
 95%|█████████▌| 18926/19900 [9:39:27<23:58,  1.48s/it]
 95%|█████████▌| 18927/19900 [9:39:28<23:31,  1.45s/it]
 95%|█████████▌| 18928/19900 [9:39:30<23:53,  1.47s/it]
 95%|█████████▌| 18929/19900 [9:39:31<23:35,  1.46s/it]
 95%|█████████▌| 18930/19900 [9:39:32<23:22,  1.45s/it]
 95%|█████████▌| 18931/19900 [9:39:34<22:50,  1.41s/it]
 95%|█████████▌| 18932/19900 [9:39:35<22:22,  1.39s/it]
 95%|█████████▌| 18933/19900 [9:39:36<22:14,  1.38s/it]
 95%|█████████▌| 18934/19900 [9:39:38<21:34,  1.34s/it]
 95%|█████████▌| 18935/19900 [9:39:39<21:16,  1.32s/it]
 95%|█████████▌| 18936/19900 [9:39:40<21:10,  1.32s/it]
 95%|█████████▌| 18937/19900 [9:39:41<20:51,  1.30s/it]
 95%|█████████▌| 18938/19900 [9:39:43<20:43,  1.29s/it]
 95%|█████████▌| 18939/19900 [9:39:44<20:43,  1.29s/it]
 95%|█████████▌| 18940/19900 [9:39:45<20:58,  1.31s/it]
 95%|█████████▌| 18941/19900 [9:39:47<20:31,  1.28s/it]
 95%|█████████▌| 18942/19900 [9:39:48<20:02,  1.26s/it]
 95%|█████████▌| 18943/19900 [9:39:49<19:47,  1.24s/it]
 95%|█████████▌| 18944/19900 [9:39:50<19:33,  1.23s/it]
 95%|█████████▌| 18945/19900 [9:39:51<19:20,  1.21s/it]
 95%|█████████▌| 18946/19900 [9:39:53<19:16,  1.21s/it]
 95%|█████████▌| 18947/19900 [9:39:54<19:05,  1.20s/it]
 95%|█████████▌| 18948/19900 [9:39:55<18:43,  1.18s/it]
 95%|█████████▌| 18949/19900 [9:39:56<18:14,  1.15s/it]
 95%|█████████▌| 18950/19900 [9:39:57<17:42,  1.12s/it]
 95%|█████████▌| 18951/19900 [9:39:58<17:35,  1.11s/it]
 95%|█████████▌| 18952/19900 [9:39:59<17:18,  1.10s/it]
 95%|█████████▌| 18953/19900 [9:40:00<17:00,  1.08s/it]
 95%|█████████▌| 18954/19900 [9:40:01<16:21,  1.04s/it]
 95%|█████████▌| 18955/19900 [9:40:04<22:54,  1.45s/it]
 95%|█████████▌| 18956/19900 [9:40:06<26:08,  1.66s/it]
 95%|█████████▌| 18957/19900 [9:40:08<28:14,  1.80s/it]
 95%|█████████▌| 18958/19900 [9:40:10<29:12,  1.86s/it]
 95%|█████████▌| 18959/19900 [9:40:12<29:09,  1.86s/it]
 95%|█████████▌| 18960/19900 [9:40:14<29:14,  1.87s/it]
 95%|█████████▌| 18961/19900 [9:40:15<28:53,  1.85s/it]
 95%|█████████▌| 18962/19900 [9:40:17<28:26,  1.82s/it]
 95%|█████████▌| 18963/19900 [9:40:19<27:53,  1.79s/it]
 95%|█████████▌| 18964/19900 [9:40:21<27:18,  1.75s/it]
 95%|█████████▌| 18965/19900 [9:40:22<27:06,  1.74s/it]
 95%|█████████▌| 18966/19900 [9:40:24<26:45,  1.72s/it]
 95%|█████████▌| 18967/19900 [9:40:26<27:00,  1.74s/it]
 95%|█████████▌| 18968/19900 [9:40:27<26:49,  1.73s/it]
 95%|█████████▌| 18969/19900 [9:40:29<26:09,  1.69s/it]
 95%|█████████▌| 18970/19900 [9:40:31<26:04,  1.68s/it]
 95%|█████████▌| 18971/19900 [9:40:32<25:28,  1.65s/it]
 95%|█████████▌| 18972/19900 [9:40:34<25:19,  1.64s/it]
 95%|█████████▌| 18973/19900 [9:40:36<25:25,  1.65s/it]
 95%|█████████▌| 18974/19900 [9:40:37<25:25,  1.65s/it]
 95%|█████████▌| 18975/19900 [9:40:39<25:12,  1.64s/it]
 95%|█████████▌| 18976/19900 [9:40:40<24:19,  1.58s/it]
 95%|█████████▌| 18977/19900 [9:40:42<23:57,  1.56s/it]
 95%|█████████▌| 18978/19900 [9:40:43<23:17,  1.52s/it]
 95%|█████████▌| 18979/19900 [9:40:45<22:49,  1.49s/it]
 95%|█████████▌| 18980/19900 [9:40:46<22:39,  1.48s/it]
 95%|█████████▌| 18981/19900 [9:40:47<22:22,  1.46s/it]
 95%|█████████▌| 18982/19900 [9:40:49<21:46,  1.42s/it]
 95%|█████████▌| 18983/19900 [9:40:50<21:32,  1.41s/it]
 95%|█████████▌| 18984/19900 [9:40:52<21:22,  1.40s/it]
 95%|█████████▌| 18985/19900 [9:40:53<20:51,  1.37s/it]
 95%|█████████▌| 18986/19900 [9:40:54<20:43,  1.36s/it]
 95%|█████████▌| 18987/19900 [9:40:55<20:18,  1.33s/it]
 95%|█████████▌| 18988/19900 [9:40:57<20:07,  1.32s/it]
 95%|█████████▌| 18989/19900 [9:40:58<19:32,  1.29s/it]
 95%|█████████▌| 18990/19900 [9:40:59<19:14,  1.27s/it]
 95%|█████████▌| 18991/19900 [9:41:00<18:44,  1.24s/it]
 95%|█████████▌| 18992/19900 [9:41:02<18:49,  1.24s/it]
 95%|█████████▌| 18993/19900 [9:41:03<18:38,  1.23s/it]
 95%|█████████▌| 18994/19900 [9:41:04<18:23,  1.22s/it]
 95%|█████████▌| 18995/19900 [9:41:05<18:06,  1.20s/it]
 95%|█████████▌| 18996/19900 [9:41:06<17:35,  1.17s/it]
 95%|█████████▌| 18997/19900 [9:41:07<17:14,  1.15s/it]
 95%|█████████▌| 18998/19900 [9:41:08<16:44,  1.11s/it]
 95%|█████████▌| 18999/19900 [9:41:09<16:33,  1.10s/it]
 95%|█████████▌| 19000/19900 [9:41:10<16:15,  1.08s/it]
                                                       

 95%|█████████▌| 19000/19900 [9:41:10<16:15,  1.08s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.1871271133422852, 'eval_wer': 0.8637592968221771, 'eval_cer': 0.2971449577257689, 'eval_runtime': 124.4024, 'eval_samples_per_second': 23.778, 'eval_steps_per_second': 2.974, 'epoch': 92.96}
{'loss': 2.0708, 'learning_rate': 5.5055865921787705e-06, 'epoch': 93.47}
{'loss': 2.067, 'learning_rate': 5.08659217877095e-06, 'epoch': 93.97}
{'loss': 2.0985, 'learning_rate': 4.667597765363128e-06, 'epoch': 94.47}
{'loss': 2.0655, 'learning_rate': 4.248603351955307e-06, 'epoch': 94.97}
{'loss': 2.0766, 'learning_rate': 3.829608938547485e-06, 'epoch': 95.48}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.76it/s]

  1%|          | 3/370 [00:00<01:03,  5.77it/s]

  1%|          | 4/370 [00:00<01:15,  4.88it/s]

  1%|▏         | 5/370 [00:00<01:19,  4.59it/s]

  2%|▏         | 6/370 [00:01<01:13,  4.97it/s]

  2%|▏         | 7/370 [00:01<01:22,  4.40it/s]

  2%|▏         | 8/370 [00:01<01:19,  4.54it/s]

  2%|▏         | 9/370 [00:01<01:20,  4.47it/s]

  3%|▎         | 10/370 [00:02<01:19,  4.52it/s]

  3%|▎         | 11/370 [00:02<01:20,  4.47it/s]

  3%|▎         | 12/370 [00:02<01:21,  4.39it/s]

  4%|▎         | 13/370 [00:02<01:21,  4.37it/s]

  4%|▍         | 14/370 [00:03<01:30,  3.93it/s]

  4%|▍         | 15/370 [00:03<01:26,  4.08it/s]

  4%|▍         | 16/370 [00:03<01:27,  4.06it/s]

  5%|▍         | 17/370 [00:03<01:20,  4.37it/s]

  5%|▍         | 18/370 [00:03<01:18,  4.51it/s]

  5%|▌         | 19/370 [00:04<01:22,  4.25it/s]

  5%|▌         | 20/370 [00:04<01:26,  4.06it/s]

  6%|▌         | 21/370 [00:04<01:23,  4.20it/s]

  6%|▌         | 22/370 [00:04<01:18,  4.43it/s]

  6%|▌         | 23/370 [00:05<01:18,  4.42it/s]

  6%|▋         | 24/370 [00:05<01:24,  4.09it/s]

  7%|▋         | 25/370 [00:05<01:28,  3.88it/s]

  7%|▋         | 26/370 [00:05<01:22,  4.18it/s]

  7%|▋         | 27/370 [00:06<01:21,  4.20it/s]

  8%|▊         | 28/370 [00:06<01:22,  4.13it/s]

  8%|▊         | 29/370 [00:06<01:25,  3.97it/s]

  8%|▊         | 30/370 [00:06<01:24,  4.04it/s]

  8%|▊         | 31/370 [00:07<01:20,  4.21it/s]

  9%|▊         | 32/370 [00:07<01:18,  4.33it/s]

  9%|▉         | 33/370 [00:07<01:17,  4.34it/s]

  9%|▉         | 34/370 [00:07<01:24,  4.00it/s]

  9%|▉         | 35/370 [00:08<01:25,  3.93it/s]

 10%|▉         | 36/370 [00:08<01:22,  4.05it/s]

 10%|█         | 37/370 [00:08<01:17,  4.30it/s]

 10%|█         | 38/370 [00:08<01:16,  4.36it/s]

 11%|█         | 39/370 [00:08<01:12,  4.58it/s]

 11%|█         | 40/370 [00:09<01:13,  4.51it/s]

 11%|█         | 41/370 [00:09<01:11,  4.61it/s]

 11%|█▏        | 42/370 [00:09<01:16,  4.29it/s]

 12%|█▏        | 43/370 [00:09<01:17,  4.24it/s]

 12%|█▏        | 44/370 [00:10<01:13,  4.42it/s]

 12%|█▏        | 45/370 [00:10<01:20,  4.03it/s]

 12%|█▏        | 46/370 [00:10<01:17,  4.20it/s]

 13%|█▎        | 47/370 [00:10<01:22,  3.91it/s]

 13%|█▎        | 48/370 [00:11<01:23,  3.84it/s]

 13%|█▎        | 49/370 [00:11<01:17,  4.12it/s]

 14%|█▎        | 50/370 [00:11<01:11,  4.50it/s]

 14%|█▍        | 51/370 [00:11<01:14,  4.30it/s]

 14%|█▍        | 52/370 [00:12<01:09,  4.60it/s]

 14%|█▍        | 53/370 [00:12<01:14,  4.24it/s]

 15%|█▍        | 54/370 [00:12<01:10,  4.45it/s]

 15%|█▍        | 55/370 [00:12<01:13,  4.26it/s]

 15%|█▌        | 56/370 [00:12<01:13,  4.28it/s]

 15%|█▌        | 57/370 [00:13<01:06,  4.68it/s]

 16%|█▌        | 58/370 [00:13<01:11,  4.35it/s]

 16%|█▌        | 59/370 [00:13<01:10,  4.40it/s]

 16%|█▌        | 60/370 [00:13<01:06,  4.66it/s]

 16%|█▋        | 61/370 [00:14<01:05,  4.71it/s]

 17%|█▋        | 62/370 [00:14<01:06,  4.60it/s]

 17%|█▋        | 63/370 [00:14<01:03,  4.81it/s]

 17%|█▋        | 64/370 [00:14<01:02,  4.88it/s]

 18%|█▊        | 65/370 [00:14<01:04,  4.71it/s]

 18%|█▊        | 66/370 [00:15<01:03,  4.77it/s]

 18%|█▊        | 67/370 [00:15<01:06,  4.53it/s]

 18%|█▊        | 68/370 [00:15<01:14,  4.04it/s]

 19%|█▊        | 69/370 [00:15<01:08,  4.40it/s]

 19%|█▉        | 70/370 [00:16<01:06,  4.54it/s]

 19%|█▉        | 71/370 [00:16<01:09,  4.32it/s]

 19%|█▉        | 72/370 [00:16<01:03,  4.67it/s]

 20%|█▉        | 73/370 [00:16<01:08,  4.34it/s]

 20%|██        | 74/370 [00:16<01:09,  4.24it/s]

 20%|██        | 75/370 [00:17<01:10,  4.21it/s]

 21%|██        | 76/370 [00:17<01:05,  4.47it/s]

 21%|██        | 77/370 [00:17<01:03,  4.64it/s]

 21%|██        | 78/370 [00:17<01:04,  4.51it/s]

 21%|██▏       | 79/370 [00:18<01:04,  4.49it/s]

 22%|██▏       | 80/370 [00:18<01:04,  4.47it/s]

 22%|██▏       | 81/370 [00:18<01:03,  4.53it/s]

 22%|██▏       | 82/370 [00:18<01:03,  4.52it/s]

 22%|██▏       | 83/370 [00:18<01:05,  4.37it/s]

 23%|██▎       | 84/370 [00:19<01:06,  4.31it/s]

 23%|██▎       | 85/370 [00:19<01:03,  4.47it/s]

 23%|██▎       | 86/370 [00:19<01:02,  4.51it/s]

 24%|██▎       | 87/370 [00:19<01:00,  4.64it/s]

 24%|██▍       | 88/370 [00:20<01:03,  4.42it/s]

 24%|██▍       | 89/370 [00:20<01:04,  4.33it/s]

 24%|██▍       | 90/370 [00:20<01:03,  4.38it/s]

 25%|██▍       | 91/370 [00:20<01:02,  4.49it/s]

 25%|██▍       | 92/370 [00:21<01:07,  4.15it/s]

 25%|██▌       | 93/370 [00:21<01:08,  4.02it/s]

 25%|██▌       | 94/370 [00:21<01:08,  4.01it/s]

 26%|██▌       | 95/370 [00:21<01:11,  3.82it/s]

 26%|██▌       | 96/370 [00:22<01:11,  3.81it/s]

 26%|██▌       | 97/370 [00:22<01:08,  3.97it/s]

 26%|██▋       | 98/370 [00:22<01:05,  4.13it/s]

 27%|██▋       | 99/370 [00:22<01:03,  4.27it/s]

 27%|██▋       | 100/370 [00:22<01:00,  4.43it/s]

 27%|██▋       | 101/370 [00:23<00:59,  4.52it/s]

 28%|██▊       | 102/370 [00:23<00:57,  4.67it/s]

 28%|██▊       | 103/370 [00:23<00:54,  4.89it/s]

 28%|██▊       | 104/370 [00:23<01:00,  4.42it/s]

 28%|██▊       | 105/370 [00:24<00:58,  4.56it/s]

 29%|██▊       | 106/370 [00:24<01:00,  4.37it/s]

 29%|██▉       | 107/370 [00:24<01:00,  4.35it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.47it/s]

 29%|██▉       | 109/370 [00:25<01:00,  4.31it/s]

 30%|██▉       | 110/370 [00:25<00:58,  4.46it/s]

 30%|███       | 111/370 [00:25<00:57,  4.50it/s]

 30%|███       | 112/370 [00:25<00:58,  4.37it/s]

 31%|███       | 113/370 [00:25<00:58,  4.41it/s]

 31%|███       | 114/370 [00:26<00:56,  4.53it/s]

 31%|███       | 115/370 [00:26<00:59,  4.29it/s]

 31%|███▏      | 116/370 [00:26<01:02,  4.06it/s]

 32%|███▏      | 117/370 [00:26<01:05,  3.88it/s]

 32%|███▏      | 118/370 [00:27<01:03,  3.95it/s]

 32%|███▏      | 119/370 [00:27<01:02,  4.03it/s]

 32%|███▏      | 120/370 [00:27<00:59,  4.18it/s]

 33%|███▎      | 121/370 [00:27<00:58,  4.28it/s]

 33%|███▎      | 122/370 [00:28<00:57,  4.30it/s]

 33%|███▎      | 123/370 [00:28<00:54,  4.52it/s]

 34%|███▎      | 124/370 [00:28<00:50,  4.86it/s]

 34%|███▍      | 125/370 [00:28<00:53,  4.57it/s]

 34%|███▍      | 126/370 [00:28<00:53,  4.55it/s]

 34%|███▍      | 127/370 [00:29<00:55,  4.36it/s]

 35%|███▍      | 128/370 [00:29<00:56,  4.26it/s]

 35%|███▍      | 129/370 [00:29<01:01,  3.94it/s]

 35%|███▌      | 130/370 [00:30<01:04,  3.74it/s]

 35%|███▌      | 131/370 [00:30<01:05,  3.64it/s]

 36%|███▌      | 132/370 [00:30<01:00,  3.94it/s]

 36%|███▌      | 133/370 [00:30<00:59,  3.96it/s]

 36%|███▌      | 134/370 [00:30<00:58,  4.02it/s]

 36%|███▋      | 135/370 [00:31<00:58,  4.03it/s]

 37%|███▋      | 136/370 [00:31<00:56,  4.11it/s]

 37%|███▋      | 137/370 [00:31<01:00,  3.87it/s]

 37%|███▋      | 138/370 [00:31<00:58,  3.97it/s]

 38%|███▊      | 139/370 [00:32<00:55,  4.14it/s]

 38%|███▊      | 140/370 [00:32<00:52,  4.35it/s]

 38%|███▊      | 141/370 [00:32<00:57,  3.96it/s]

 38%|███▊      | 142/370 [00:32<00:58,  3.92it/s]

 39%|███▊      | 143/370 [00:33<00:56,  4.02it/s]

 39%|███▉      | 144/370 [00:33<00:59,  3.81it/s]

 39%|███▉      | 145/370 [00:33<01:01,  3.67it/s]

 39%|███▉      | 146/370 [00:34<00:57,  3.89it/s]

 40%|███▉      | 147/370 [00:34<00:56,  3.96it/s]

 40%|████      | 148/370 [00:34<00:58,  3.82it/s]

 40%|████      | 149/370 [00:34<00:56,  3.89it/s]

 41%|████      | 150/370 [00:34<00:51,  4.27it/s]

 41%|████      | 151/370 [00:35<00:48,  4.50it/s]

 41%|████      | 152/370 [00:35<00:49,  4.41it/s]

 41%|████▏     | 153/370 [00:35<00:50,  4.33it/s]

 42%|████▏     | 154/370 [00:35<00:50,  4.28it/s]

 42%|████▏     | 155/370 [00:36<00:48,  4.39it/s]

 42%|████▏     | 156/370 [00:36<00:50,  4.22it/s]

 42%|████▏     | 157/370 [00:36<00:51,  4.13it/s]

 43%|████▎     | 158/370 [00:36<00:50,  4.17it/s]

 43%|████▎     | 159/370 [00:37<00:47,  4.42it/s]

 43%|████▎     | 160/370 [00:37<00:48,  4.33it/s]

 44%|████▎     | 161/370 [00:37<00:48,  4.27it/s]

 44%|████▍     | 162/370 [00:37<00:49,  4.17it/s]

 44%|████▍     | 163/370 [00:37<00:47,  4.36it/s]

 44%|████▍     | 164/370 [00:38<00:47,  4.36it/s]

 45%|████▍     | 165/370 [00:38<00:49,  4.11it/s]

 45%|████▍     | 166/370 [00:38<00:49,  4.09it/s]

 45%|████▌     | 167/370 [00:38<00:49,  4.11it/s]

 45%|████▌     | 168/370 [00:39<00:48,  4.21it/s]

 46%|████▌     | 169/370 [00:39<00:47,  4.27it/s]

 46%|████▌     | 170/370 [00:39<00:47,  4.19it/s]

 46%|████▌     | 171/370 [00:39<00:49,  4.04it/s]

 46%|████▋     | 172/370 [00:40<00:45,  4.38it/s]

 47%|████▋     | 173/370 [00:40<00:41,  4.80it/s]

 47%|████▋     | 174/370 [00:40<00:43,  4.48it/s]

 47%|████▋     | 175/370 [00:40<00:45,  4.27it/s]

 48%|████▊     | 176/370 [00:41<00:43,  4.46it/s]

 48%|████▊     | 177/370 [00:41<00:45,  4.25it/s]

 48%|████▊     | 178/370 [00:41<00:43,  4.42it/s]

 48%|████▊     | 179/370 [00:41<00:43,  4.36it/s]

 49%|████▊     | 180/370 [00:41<00:40,  4.74it/s]

 49%|████▉     | 181/370 [00:42<00:40,  4.67it/s]

 49%|████▉     | 182/370 [00:42<00:40,  4.62it/s]

 49%|████▉     | 183/370 [00:42<00:44,  4.22it/s]

 50%|████▉     | 184/370 [00:42<00:44,  4.23it/s]

 50%|█████     | 185/370 [00:43<00:41,  4.41it/s]

 50%|█████     | 186/370 [00:43<00:42,  4.35it/s]

 51%|█████     | 187/370 [00:43<00:43,  4.19it/s]

 51%|█████     | 188/370 [00:43<00:44,  4.13it/s]

 51%|█████     | 189/370 [00:44<00:45,  3.98it/s]

 51%|█████▏    | 190/370 [00:44<00:43,  4.10it/s]

 52%|█████▏    | 191/370 [00:44<00:42,  4.25it/s]

 52%|█████▏    | 192/370 [00:44<00:43,  4.10it/s]

 52%|█████▏    | 193/370 [00:45<00:44,  4.00it/s]

 52%|█████▏    | 194/370 [00:45<00:39,  4.42it/s]

 53%|█████▎    | 195/370 [00:45<00:41,  4.23it/s]

 53%|█████▎    | 196/370 [00:45<00:40,  4.27it/s]

 53%|█████▎    | 197/370 [00:45<00:40,  4.32it/s]

 54%|█████▎    | 198/370 [00:46<00:40,  4.24it/s]

 54%|█████▍    | 199/370 [00:46<00:39,  4.31it/s]

 54%|█████▍    | 200/370 [00:46<00:40,  4.16it/s]

 54%|█████▍    | 201/370 [00:46<00:39,  4.24it/s]

 55%|█████▍    | 202/370 [00:47<00:39,  4.27it/s]

 55%|█████▍    | 203/370 [00:47<00:38,  4.36it/s]

 55%|█████▌    | 204/370 [00:47<00:41,  4.02it/s]

 55%|█████▌    | 205/370 [00:47<00:39,  4.21it/s]

 56%|█████▌    | 206/370 [00:48<00:40,  4.00it/s]

 56%|█████▌    | 207/370 [00:48<00:41,  3.98it/s]

 56%|█████▌    | 208/370 [00:48<00:43,  3.75it/s]

 56%|█████▋    | 209/370 [00:48<00:42,  3.81it/s]

 57%|█████▋    | 210/370 [00:49<00:44,  3.63it/s]

 57%|█████▋    | 211/370 [00:49<00:45,  3.52it/s]

 57%|█████▋    | 212/370 [00:49<00:43,  3.62it/s]

 58%|█████▊    | 213/370 [00:50<00:44,  3.49it/s]

 58%|█████▊    | 214/370 [00:50<00:41,  3.76it/s]

 58%|█████▊    | 215/370 [00:50<00:41,  3.77it/s]

 58%|█████▊    | 216/370 [00:50<00:39,  3.91it/s]

 59%|█████▊    | 217/370 [00:51<00:38,  4.00it/s]

 59%|█████▉    | 218/370 [00:51<00:36,  4.21it/s]

 59%|█████▉    | 219/370 [00:51<00:37,  4.04it/s]

 59%|█████▉    | 220/370 [00:51<00:37,  4.04it/s]

 60%|█████▉    | 221/370 [00:52<00:38,  3.91it/s]

 60%|██████    | 222/370 [00:52<00:36,  4.02it/s]

 60%|██████    | 223/370 [00:52<00:38,  3.79it/s]

 61%|██████    | 224/370 [00:52<00:41,  3.53it/s]

 61%|██████    | 225/370 [00:53<00:43,  3.30it/s]

 61%|██████    | 226/370 [00:53<00:42,  3.42it/s]

 61%|██████▏   | 227/370 [00:53<00:41,  3.42it/s]

 62%|██████▏   | 228/370 [00:54<00:41,  3.42it/s]

 62%|██████▏   | 229/370 [00:54<00:41,  3.42it/s]

 62%|██████▏   | 230/370 [00:54<00:40,  3.43it/s]

 62%|██████▏   | 231/370 [00:54<00:39,  3.56it/s]

 63%|██████▎   | 232/370 [00:55<00:40,  3.41it/s]

 63%|██████▎   | 233/370 [00:55<00:40,  3.34it/s]

 63%|██████▎   | 234/370 [00:55<00:39,  3.48it/s]

 64%|██████▎   | 235/370 [00:56<00:37,  3.59it/s]

 64%|██████▍   | 236/370 [00:56<00:35,  3.76it/s]

 64%|██████▍   | 237/370 [00:56<00:36,  3.68it/s]

 64%|██████▍   | 238/370 [00:56<00:35,  3.75it/s]

 65%|██████▍   | 239/370 [00:57<00:38,  3.44it/s]

 65%|██████▍   | 240/370 [00:57<00:38,  3.41it/s]

 65%|██████▌   | 241/370 [00:57<00:37,  3.45it/s]

 65%|██████▌   | 242/370 [00:58<00:35,  3.58it/s]

 66%|██████▌   | 243/370 [00:58<00:37,  3.35it/s]

 66%|██████▌   | 244/370 [00:58<00:40,  3.13it/s]

 66%|██████▌   | 245/370 [00:59<00:38,  3.22it/s]

 66%|██████▋   | 246/370 [00:59<00:36,  3.36it/s]

 67%|██████▋   | 247/370 [00:59<00:33,  3.70it/s]

 67%|██████▋   | 248/370 [00:59<00:31,  3.91it/s]

 67%|██████▋   | 249/370 [01:00<00:30,  3.91it/s]

 68%|██████▊   | 250/370 [01:00<00:31,  3.78it/s]

 68%|██████▊   | 251/370 [01:00<00:32,  3.70it/s]

 68%|██████▊   | 252/370 [01:00<00:34,  3.39it/s]

 68%|██████▊   | 253/370 [01:01<00:33,  3.48it/s]

 69%|██████▊   | 254/370 [01:01<00:33,  3.49it/s]

 69%|██████▉   | 255/370 [01:01<00:32,  3.50it/s]

 69%|██████▉   | 256/370 [01:02<00:33,  3.43it/s]

 69%|██████▉   | 257/370 [01:02<00:33,  3.34it/s]

 70%|██████▉   | 258/370 [01:02<00:33,  3.34it/s]

 70%|███████   | 259/370 [01:02<00:32,  3.40it/s]

 70%|███████   | 260/370 [01:03<00:30,  3.61it/s]

 71%|███████   | 261/370 [01:03<00:30,  3.52it/s]

 71%|███████   | 262/370 [01:03<00:30,  3.50it/s]

 71%|███████   | 263/370 [01:04<00:31,  3.38it/s]

 71%|███████▏  | 264/370 [01:04<00:32,  3.27it/s]

 72%|███████▏  | 265/370 [01:04<00:31,  3.38it/s]

 72%|███████▏  | 266/370 [01:05<00:31,  3.30it/s]

 72%|███████▏  | 267/370 [01:05<00:32,  3.21it/s]

 72%|███████▏  | 268/370 [01:05<00:31,  3.22it/s]

 73%|███████▎  | 269/370 [01:06<00:32,  3.15it/s]

 73%|███████▎  | 270/370 [01:06<00:31,  3.16it/s]

 73%|███████▎  | 271/370 [01:06<00:32,  3.08it/s]

 74%|███████▎  | 272/370 [01:06<00:29,  3.30it/s]

 74%|███████▍  | 273/370 [01:07<00:29,  3.29it/s]

 74%|███████▍  | 274/370 [01:07<00:29,  3.30it/s]

 74%|███████▍  | 275/370 [01:07<00:28,  3.33it/s]

 75%|███████▍  | 276/370 [01:08<00:27,  3.37it/s]

 75%|███████▍  | 277/370 [01:08<00:28,  3.29it/s]

 75%|███████▌  | 278/370 [01:08<00:28,  3.19it/s]

 75%|███████▌  | 279/370 [01:09<00:28,  3.18it/s]

 76%|███████▌  | 280/370 [01:09<00:28,  3.11it/s]

 76%|███████▌  | 281/370 [01:09<00:27,  3.20it/s]

 76%|███████▌  | 282/370 [01:10<00:26,  3.26it/s]

 76%|███████▋  | 283/370 [01:10<00:26,  3.28it/s]

 77%|███████▋  | 284/370 [01:10<00:26,  3.20it/s]

 77%|███████▋  | 285/370 [01:11<00:27,  3.05it/s]

 77%|███████▋  | 286/370 [01:11<00:27,  3.04it/s]

 78%|███████▊  | 287/370 [01:11<00:26,  3.11it/s]

 78%|███████▊  | 288/370 [01:11<00:25,  3.20it/s]

 78%|███████▊  | 289/370 [01:12<00:23,  3.41it/s]

 78%|███████▊  | 290/370 [01:12<00:24,  3.30it/s]

 79%|███████▊  | 291/370 [01:12<00:24,  3.26it/s]

 79%|███████▉  | 292/370 [01:13<00:23,  3.37it/s]

 79%|███████▉  | 293/370 [01:13<00:23,  3.31it/s]

 79%|███████▉  | 294/370 [01:13<00:23,  3.27it/s]

 80%|███████▉  | 295/370 [01:14<00:22,  3.32it/s]

 80%|████████  | 296/370 [01:14<00:21,  3.40it/s]

 80%|████████  | 297/370 [01:14<00:22,  3.26it/s]

 81%|████████  | 298/370 [01:14<00:23,  3.11it/s]

 81%|████████  | 299/370 [01:15<00:23,  3.05it/s]

 81%|████████  | 300/370 [01:15<00:22,  3.15it/s]

 81%|████████▏ | 301/370 [01:15<00:22,  3.10it/s]

 82%|████████▏ | 302/370 [01:16<00:20,  3.26it/s]

 82%|████████▏ | 303/370 [01:16<00:20,  3.26it/s]

 82%|████████▏ | 304/370 [01:16<00:19,  3.30it/s]

 82%|████████▏ | 305/370 [01:17<00:20,  3.21it/s]

 83%|████████▎ | 306/370 [01:17<00:20,  3.16it/s]

 83%|████████▎ | 307/370 [01:17<00:20,  3.07it/s]

 83%|████████▎ | 308/370 [01:18<00:19,  3.20it/s]

 84%|████████▎ | 309/370 [01:18<00:18,  3.25it/s]

 84%|████████▍ | 310/370 [01:18<00:18,  3.20it/s]

 84%|████████▍ | 311/370 [01:19<00:18,  3.16it/s]

 84%|████████▍ | 312/370 [01:19<00:18,  3.17it/s]

 85%|████████▍ | 313/370 [01:19<00:17,  3.23it/s]

 85%|████████▍ | 314/370 [01:19<00:16,  3.46it/s]

 85%|████████▌ | 315/370 [01:20<00:15,  3.54it/s]

 85%|████████▌ | 316/370 [01:20<00:15,  3.48it/s]

 86%|████████▌ | 317/370 [01:20<00:15,  3.42it/s]

 86%|████████▌ | 318/370 [01:21<00:15,  3.25it/s]

 86%|████████▌ | 319/370 [01:21<00:15,  3.35it/s]

 86%|████████▋ | 320/370 [01:21<00:14,  3.36it/s]

 87%|████████▋ | 321/370 [01:21<00:14,  3.40it/s]

 87%|████████▋ | 322/370 [01:22<00:14,  3.37it/s]

 87%|████████▋ | 323/370 [01:22<00:14,  3.30it/s]

 88%|████████▊ | 324/370 [01:22<00:13,  3.38it/s]

 88%|████████▊ | 325/370 [01:23<00:14,  3.15it/s]

 88%|████████▊ | 326/370 [01:23<00:14,  3.10it/s]

 88%|████████▊ | 327/370 [01:23<00:13,  3.08it/s]

 89%|████████▊ | 328/370 [01:24<00:12,  3.32it/s]

 89%|████████▉ | 329/370 [01:24<00:12,  3.37it/s]

 89%|████████▉ | 330/370 [01:24<00:13,  2.99it/s]

 89%|████████▉ | 331/370 [01:25<00:13,  2.99it/s]

 90%|████████▉ | 332/370 [01:25<00:12,  3.02it/s]

 90%|█████████ | 333/370 [01:25<00:12,  3.04it/s]

 90%|█████████ | 334/370 [01:26<00:11,  3.05it/s]

 91%|█████████ | 335/370 [01:26<00:10,  3.19it/s]

 91%|█████████ | 336/370 [01:26<00:10,  3.30it/s]

 91%|█████████ | 337/370 [01:27<00:10,  3.05it/s]

 91%|█████████▏| 338/370 [01:27<00:10,  3.01it/s]

 92%|█████████▏| 339/370 [01:27<00:10,  3.09it/s]

 92%|█████████▏| 340/370 [01:28<00:09,  3.02it/s]

 92%|█████████▏| 341/370 [01:28<00:09,  3.14it/s]

 92%|█████████▏| 342/370 [01:28<00:08,  3.19it/s]

 93%|█████████▎| 343/370 [01:28<00:07,  3.39it/s]

 93%|█████████▎| 344/370 [01:29<00:08,  3.22it/s]

 93%|█████████▎| 345/370 [01:29<00:08,  3.03it/s]

 94%|█████████▎| 346/370 [01:30<00:08,  3.00it/s]

 94%|█████████▍| 347/370 [01:30<00:07,  3.02it/s]

 94%|█████████▍| 348/370 [01:30<00:06,  3.19it/s]

 94%|█████████▍| 349/370 [01:30<00:06,  3.15it/s]

 95%|█████████▍| 350/370 [01:31<00:06,  3.30it/s]

 95%|█████████▍| 351/370 [01:31<00:06,  3.15it/s]

 95%|█████████▌| 352/370 [01:31<00:05,  3.02it/s]

 95%|█████████▌| 353/370 [01:32<00:05,  3.11it/s]

 96%|█████████▌| 354/370 [01:32<00:05,  3.11it/s]

 96%|█████████▌| 355/370 [01:32<00:04,  3.31it/s]

 96%|█████████▌| 356/370 [01:33<00:04,  3.46it/s]

 96%|█████████▋| 357/370 [01:33<00:03,  3.57it/s]

 97%|█████████▋| 358/370 [01:33<00:03,  3.84it/s]

 97%|█████████▋| 359/370 [01:33<00:02,  3.80it/s]

 97%|█████████▋| 360/370 [01:34<00:02,  3.65it/s]

 98%|█████████▊| 361/370 [01:34<00:02,  3.69it/s]

 98%|█████████▊| 362/370 [01:34<00:02,  3.72it/s]

 98%|█████████▊| 363/370 [01:34<00:01,  4.08it/s]

 98%|█████████▊| 364/370 [01:35<00:01,  3.78it/s]

 99%|█████████▊| 365/370 [01:35<00:01,  3.95it/s]

 99%|█████████▉| 366/370 [01:35<00:01,  3.86it/s]

 99%|█████████▉| 367/370 [01:35<00:00,  3.82it/s]

 99%|█████████▉| 368/370 [01:36<00:00,  3.87it/s]

100%|█████████▉| 369/370 [01:36<00:00,  3.83it/s]

100%|██████████| 370/370 [01:36<00:00,  4.09it/s]
                                                       

                                                 

 95%|█████████▌| 19000/19900 [9:43:14<16:15,  1.08s/it]

100%|██████████| 370/370 [02:03<00:00,  4.09it/s]

                                                 Saving model checkpoint to ./checkpoint-19000
Configuration saved in ./checkpoint-19000/config.json
Model weights saved in ./checkpoint-19000/pytorch_model.bin
Configuration saved in ./checkpoint-19000/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-17500] due to args.save_total_limit

 95%|█████████▌| 19001/19900 [9:44:34<15:26:09, 61.81s/it]
 95%|█████████▌| 19002/19900 [9:44:35<10:52:16, 43.58s/it]
 95%|█████████▌| 19003/19900 [9:44:36<7:40:21, 30.79s/it] 
 95%|█████████▌| 19004/19900 [9:44:38<5:32:26, 22.26s/it]
 96%|█████████▌| 19005/19900 [9:44:41<4:02:32, 16.26s/it]
 96%|█████████▌| 19006/19900 [9:44:43<2:58:26, 11.98s/it]
 96%|█████████▌| 19007/19900 [9:44:45<2:13:48,  8.99s/it]
 96%|█████████▌| 19008/19900 [9:44:46<1:41:56,  6.86s/it]
 96%|█████████▌| 19009/19900 [9:44:48<1:19:26,  5.35s/it]
 96%|█████████▌| 19010/19900 [9:44:50<1:03:51,  4.31s/it]
 96%|█████████▌| 19011/19900 [9:44:52<52:46,  3.56s/it]  
 96%|█████████▌| 19012/19900 [9:44:54<44:33,  3.01s/it]
 96%|█████████▌| 19013/19900 [9:44:55<38:38,  2.61s/it]
 96%|█████████▌| 19014/19900 [9:44:57<34:15,  2.32s/it]
 96%|█████████▌| 19015/19900 [9:44:59<31:05,  2.11s/it]
 96%|█████████▌| 19016/19900 [9:45:00<28:53,  1.96s/it]
 96%|█████████▌| 19017/19900 [9:45:02<26:59,  1.83s/it]
 96%|█████████▌| 19018/19900 [9:45:03<25:36,  1.74s/it]
 96%|█████████▌| 19019/19900 [9:45:05<24:48,  1.69s/it]
 96%|█████████▌| 19020/19900 [9:45:06<23:54,  1.63s/it]
 96%|█████████▌| 19021/19900 [9:45:08<24:00,  1.64s/it]
 96%|█████████▌| 19022/19900 [9:45:10<23:31,  1.61s/it]
 96%|█████████▌| 19023/19900 [9:45:11<23:06,  1.58s/it]
 96%|█████████▌| 19024/19900 [9:45:13<22:57,  1.57s/it]
 96%|█████████▌| 19025/19900 [9:45:14<22:35,  1.55s/it]
 96%|█████████▌| 19026/19900 [9:45:16<21:53,  1.50s/it]
 96%|█████████▌| 19027/19900 [9:45:17<21:24,  1.47s/it]
 96%|█████████▌| 19028/19900 [9:45:18<21:24,  1.47s/it]
 96%|█████████▌| 19029/19900 [9:45:20<21:07,  1.46s/it]
 96%|█████████▌| 19030/19900 [9:45:21<20:54,  1.44s/it]
 96%|█████████▌| 19031/19900 [9:45:23<20:33,  1.42s/it]
 96%|█████████▌| 19032/19900 [9:45:24<20:09,  1.39s/it]
 96%|█████████▌| 19033/19900 [9:45:25<19:39,  1.36s/it]
 96%|█████████▌| 19034/19900 [9:45:27<19:15,  1.33s/it]
 96%|█████████▌| 19035/19900 [9:45:28<19:10,  1.33s/it]
 96%|█████████▌| 19036/19900 [9:45:29<18:44,  1.30s/it]
 96%|█████████▌| 19037/19900 [9:45:30<18:26,  1.28s/it]
 96%|█████████▌| 19038/19900 [9:45:32<18:22,  1.28s/it]
 96%|█████████▌| 19039/19900 [9:45:33<18:08,  1.26s/it]
 96%|█████████▌| 19040/19900 [9:45:34<17:47,  1.24s/it]
 96%|█████████▌| 19041/19900 [9:45:35<17:34,  1.23s/it]
 96%|█████████▌| 19042/19900 [9:45:36<17:24,  1.22s/it]
 96%|█████████▌| 19043/19900 [9:45:38<17:27,  1.22s/it]
 96%|█████████▌| 19044/19900 [9:45:39<17:06,  1.20s/it]
 96%|█████████▌| 19045/19900 [9:45:40<16:37,  1.17s/it]
 96%|█████████▌| 19046/19900 [9:45:41<16:15,  1.14s/it]
 96%|█████████▌| 19047/19900 [9:45:42<15:59,  1.13s/it]
 96%|█████████▌| 19048/19900 [9:45:43<15:50,  1.12s/it]
 96%|█████████▌| 19049/19900 [9:45:44<15:37,  1.10s/it]
 96%|█████████▌| 19050/19900 [9:45:45<15:20,  1.08s/it]
 96%|█████████▌| 19051/19900 [9:45:46<14:46,  1.04s/it]
 96%|█████████▌| 19052/19900 [9:45:47<13:55,  1.01it/s]
 96%|█████████▌| 19053/19900 [9:45:49<20:03,  1.42s/it]
 96%|█████████▌| 19054/19900 [9:45:52<22:54,  1.62s/it]
 96%|█████████▌| 19055/19900 [9:45:54<24:50,  1.76s/it]
 96%|█████████▌| 19056/19900 [9:45:56<25:36,  1.82s/it]
 96%|█████████▌| 19057/19900 [9:45:57<25:46,  1.83s/it]
 96%|█████████▌| 19058/19900 [9:45:59<25:31,  1.82s/it]
 96%|█████████▌| 19059/19900 [9:46:01<25:09,  1.80s/it]
 96%|█████████▌| 19060/19900 [9:46:03<25:08,  1.80s/it]
 96%|█████████▌| 19061/19900 [9:46:05<24:41,  1.77s/it]
 96%|█████████▌| 19062/19900 [9:46:06<24:12,  1.73s/it]
 96%|█████████▌| 19063/19900 [9:46:08<24:00,  1.72s/it]
 96%|█████████▌| 19064/19900 [9:46:10<23:40,  1.70s/it]
 96%|█████████▌| 19065/19900 [9:46:11<23:24,  1.68s/it]
 96%|█████████▌| 19066/19900 [9:46:13<22:55,  1.65s/it]
 96%|█████████▌| 19067/19900 [9:46:14<22:43,  1.64s/it]
 96%|█████████▌| 19068/19900 [9:46:16<22:15,  1.61s/it]
 96%|█████████▌| 19069/19900 [9:46:17<21:53,  1.58s/it]
 96%|█████████▌| 19070/19900 [9:46:19<21:39,  1.57s/it]
 96%|█████████▌| 19071/19900 [9:46:20<21:20,  1.54s/it]
 96%|█████████▌| 19072/19900 [9:46:22<20:57,  1.52s/it]
 96%|█████████▌| 19073/19900 [9:46:23<20:50,  1.51s/it]
 96%|█████████▌| 19074/19900 [9:46:25<21:05,  1.53s/it]
 96%|█████████▌| 19075/19900 [9:46:26<20:56,  1.52s/it]
 96%|█████████▌| 19076/19900 [9:46:28<20:48,  1.52s/it]
 96%|█████████▌| 19077/19900 [9:46:29<20:51,  1.52s/it]
 96%|█████████▌| 19078/19900 [9:46:31<20:37,  1.51s/it]
 96%|█████████▌| 19079/19900 [9:46:32<19:54,  1.46s/it]
 96%|█████████▌| 19080/19900 [9:46:34<19:22,  1.42s/it]
 96%|█████████▌| 19081/19900 [9:46:35<18:52,  1.38s/it]
 96%|█████████▌| 19082/19900 [9:46:36<18:45,  1.38s/it]
 96%|█████████▌| 19083/19900 [9:46:38<18:12,  1.34s/it]
 96%|█████████▌| 19084/19900 [9:46:39<18:00,  1.32s/it]
 96%|█████████▌| 19085/19900 [9:46:40<17:48,  1.31s/it]
 96%|█████████▌| 19086/19900 [9:46:41<17:29,  1.29s/it]
 96%|█████████▌| 19087/19900 [9:46:43<17:15,  1.27s/it]
 96%|█████████▌| 19088/19900 [9:46:44<16:55,  1.25s/it]
 96%|█████████▌| 19089/19900 [9:46:45<16:39,  1.23s/it]
 96%|█████████▌| 19090/19900 [9:46:46<16:26,  1.22s/it]
 96%|█████████▌| 19091/19900 [9:46:47<16:16,  1.21s/it]
 96%|█████████▌| 19092/19900 [9:46:49<16:09,  1.20s/it]
 96%|█████████▌| 19093/19900 [9:46:50<15:51,  1.18s/it]
 96%|█████████▌| 19094/19900 [9:46:51<15:47,  1.18s/it]
 96%|█████████▌| 19095/19900 [9:46:52<15:30,  1.16s/it]
 96%|█████████▌| 19096/19900 [9:46:53<15:07,  1.13s/it]
 96%|█████████▌| 19097/19900 [9:46:54<14:58,  1.12s/it]
 96%|█████████▌| 19098/19900 [9:46:55<14:38,  1.10s/it]
 96%|█████████▌| 19099/19900 [9:46:56<14:37,  1.10s/it]
 96%|█████████▌| 19100/19900 [9:46:57<14:02,  1.05s/it]
                                                       

 96%|█████████▌| 19100/19900 [9:46:57<14:02,  1.05s/it]
 96%|█████████▌| 19101/19900 [9:46:58<13:24,  1.01s/it]
 96%|█████████▌| 19102/19900 [9:47:00<17:00,  1.28s/it]
 96%|█████████▌| 19103/19900 [9:47:01<17:40,  1.33s/it]
 96%|█████████▌| 19104/19900 [9:47:03<17:14,  1.30s/it]
 96%|█████████▌| 19105/19900 [9:47:06<23:37,  1.78s/it]
 96%|█████████▌| 19106/19900 [9:47:08<25:05,  1.90s/it]
 96%|█████████▌| 19107/19900 [9:47:10<25:36,  1.94s/it]
 96%|█████████▌| 19108/19900 [9:47:12<25:31,  1.93s/it]
 96%|█████████▌| 19109/19900 [9:47:14<25:22,  1.92s/it]
 96%|█████████▌| 19110/19900 [9:47:15<25:11,  1.91s/it]
 96%|█████████▌| 19111/19900 [9:47:17<24:49,  1.89s/it]
 96%|█████████▌| 19112/19900 [9:47:19<24:08,  1.84s/it]
 96%|█████████▌| 19113/19900 [9:47:21<23:34,  1.80s/it]
 96%|█████████▌| 19114/19900 [9:47:22<22:56,  1.75s/it]
 96%|█████████▌| 19115/19900 [9:47:24<22:39,  1.73s/it]
 96%|█████████▌| 19116/19900 [9:47:26<22:02,  1.69s/it]
 96%|█████████▌| 19117/19900 [9:47:27<21:35,  1.65s/it]
 96%|█████████▌| 19118/19900 [9:47:29<21:03,  1.62s/it]
 96%|█████████▌| 19119/19900 [9:47:30<20:47,  1.60s/it]
 96%|█████████▌| 19120/19900 [9:47:32<20:37,  1.59s/it]
 96%|█████████▌| 19121/19900 [9:47:33<20:16,  1.56s/it]
 96%|█████████▌| 19122/19900 [9:47:35<20:10,  1.56s/it]
 96%|█████████▌| 19123/19900 [9:47:36<20:05,  1.55s/it]
 96%|█████████▌| 19124/19900 [9:47:38<19:45,  1.53s/it]
 96%|█████████▌| 19125/19900 [9:47:39<19:44,  1.53s/it]
 96%|█████████▌| 19126/19900 [9:47:41<19:26,  1.51s/it]
 96%|█████████▌| 19127/19900 [9:47:42<19:11,  1.49s/it]
 96%|█████████▌| 19128/19900 [9:47:44<18:57,  1.47s/it]
 96%|█████████▌| 19129/19900 [9:47:45<18:42,  1.46s/it]
 96%|█████████▌| 19130/19900 [9:47:47<18:29,  1.44s/it]
 96%|█████████▌| 19131/19900 [9:47:48<18:16,  1.43s/it]
 96%|█████████▌| 19132/19900 [9:47:49<17:56,  1.40s/it]
 96%|█████████▌| 19133/19900 [9:47:51<17:39,  1.38s/it]
 96%|█████████▌| 19134/19900 [9:47:52<17:29,  1.37s/it]
 96%|█████████▌| 19135/19900 [9:47:53<17:14,  1.35s/it]
 96%|█████████▌| 19136/19900 [9:47:55<16:45,  1.32s/it]
 96%|█████████▌| 19137/19900 [9:47:56<16:34,  1.30s/it]
 96%|█████████▌| 19138/19900 [9:47:57<16:16,  1.28s/it]
 96%|█████████▌| 19139/19900 [9:47:58<16:00,  1.26s/it]
 96%|█████████▌| 19140/19900 [9:48:00<15:47,  1.25s/it]
 96%|█████████▌| 19141/19900 [9:48:01<15:55,  1.26s/it]
 96%|█████████▌| 19142/19900 [9:48:02<15:42,  1.24s/it]
 96%|█████████▌| 19143/19900 [9:48:03<15:27,  1.23s/it]
 96%|█████████▌| 19144/19900 [9:48:04<15:14,  1.21s/it]
 96%|█████████▌| 19145/19900 [9:48:06<15:07,  1.20s/it]
 96%|█████████▌| 19146/19900 [9:48:07<14:45,  1.17s/it]
 96%|█████████▌| 19147/19900 [9:48:08<14:29,  1.15s/it]
 96%|█████████▌| 19148/19900 [9:48:09<14:13,  1.13s/it]
 96%|█████████▌| 19149/19900 [9:48:10<13:47,  1.10s/it]
 96%|█████████▌| 19150/19900 [9:48:11<13:45,  1.10s/it]
 96%|█████████▌| 19151/19900 [9:48:12<13:51,  1.11s/it]
 96%|█████████▌| 19152/19900 [9:48:13<13:17,  1.07s/it]
 96%|█████████▌| 19153/19900 [9:48:14<12:39,  1.02s/it]
 96%|█████████▋| 19154/19900 [9:48:16<18:02,  1.45s/it]
 96%|█████████▋| 19155/19900 [9:48:19<20:52,  1.68s/it]
 96%|█████████▋| 19156/19900 [9:48:21<22:17,  1.80s/it]
 96%|█████████▋| 19157/19900 [9:48:23<22:51,  1.85s/it]
 96%|█████████▋| 19158/19900 [9:48:25<22:59,  1.86s/it]
 96%|█████████▋| 19159/19900 [9:48:26<22:44,  1.84s/it]
 96%|█████████▋| 19160/19900 [9:48:28<22:46,  1.85s/it]
 96%|█████████▋| 19161/19900 [9:48:30<23:02,  1.87s/it]
 96%|█████████▋| 19162/19900 [9:48:32<22:32,  1.83s/it]
 96%|█████████▋| 19163/19900 [9:48:34<21:58,  1.79s/it]
 96%|█████████▋| 19164/19900 [9:48:35<21:27,  1.75s/it]
 96%|█████████▋| 19165/19900 [9:48:37<20:51,  1.70s/it]
 96%|█████████▋| 19166/19900 [9:48:38<20:35,  1.68s/it]
 96%|█████████▋| 19167/19900 [9:48:40<20:13,  1.66s/it]
 96%|█████████▋| 19168/19900 [9:48:42<20:04,  1.65s/it]
 96%|█████████▋| 19169/19900 [9:48:43<19:44,  1.62s/it]
 96%|█████████▋| 19170/19900 [9:48:45<19:38,  1.61s/it]
 96%|█████████▋| 19171/19900 [9:48:46<19:15,  1.59s/it]
 96%|█████████▋| 19172/19900 [9:48:48<19:06,  1.57s/it]
 96%|█████████▋| 19173/19900 [9:48:49<18:49,  1.55s/it]
 96%|█████████▋| 19174/19900 [9:48:51<18:19,  1.51s/it]
 96%|█████████▋| 19175/19900 [9:48:52<17:58,  1.49s/it]
 96%|█████████▋| 19176/19900 [9:48:54<17:52,  1.48s/it]
 96%|█████████▋| 19177/19900 [9:48:55<17:30,  1.45s/it]
 96%|█████████▋| 19178/19900 [9:48:57<17:39,  1.47s/it]
 96%|█████████▋| 19179/19900 [9:48:58<17:19,  1.44s/it]
 96%|█████████▋| 19180/19900 [9:48:59<17:03,  1.42s/it]
 96%|█████████▋| 19181/19900 [9:49:01<16:41,  1.39s/it]
 96%|█████████▋| 19182/19900 [9:49:02<16:18,  1.36s/it]
 96%|█████████▋| 19183/19900 [9:49:03<15:54,  1.33s/it]
 96%|█████████▋| 19184/19900 [9:49:05<15:35,  1.31s/it]
 96%|█████████▋| 19185/19900 [9:49:06<15:22,  1.29s/it]
 96%|█████████▋| 19186/19900 [9:49:07<15:05,  1.27s/it]
 96%|█████████▋| 19187/19900 [9:49:08<15:02,  1.27s/it]
 96%|█████████▋| 19188/19900 [9:49:10<15:09,  1.28s/it]
 96%|█████████▋| 19189/19900 [9:49:11<15:09,  1.28s/it]
 96%|█████████▋| 19190/19900 [9:49:12<15:04,  1.27s/it]
 96%|█████████▋| 19191/19900 [9:49:13<14:57,  1.27s/it]
 96%|█████████▋| 19192/19900 [9:49:15<14:39,  1.24s/it]
 96%|█████████▋| 19193/19900 [9:49:16<14:14,  1.21s/it]
 96%|█████████▋| 19194/19900 [9:49:17<13:51,  1.18s/it]
 96%|█████████▋| 19195/19900 [9:49:18<13:42,  1.17s/it]
 96%|█████████▋| 19196/19900 [9:49:19<13:30,  1.15s/it]
 96%|█████████▋| 19197/19900 [9:49:20<13:12,  1.13s/it]
 96%|█████████▋| 19198/19900 [9:49:21<13:09,  1.12s/it]
 96%|█████████▋| 19199/19900 [9:49:22<12:53,  1.10s/it]
 96%|█████████▋| 19200/19900 [9:49:23<12:39,  1.08s/it]
                                                       

 96%|█████████▋| 19200/19900 [9:49:23<12:39,  1.08s/it]
 96%|█████████▋| 19201/19900 [9:49:24<12:28,  1.07s/it]
 96%|█████████▋| 19202/19900 [9:49:25<11:49,  1.02s/it]
 96%|█████████▋| 19203/19900 [9:49:28<16:29,  1.42s/it]
 97%|█████████▋| 19204/19900 [9:49:30<18:52,  1.63s/it]
 97%|█████████▋| 19205/19900 [9:49:32<20:07,  1.74s/it]
 97%|█████████▋| 19206/19900 [9:49:34<20:35,  1.78s/it]
 97%|█████████▋| 19207/19900 [9:49:35<20:46,  1.80s/it]
 97%|█████████▋| 19208/19900 [9:49:37<21:00,  1.82s/it]
 97%|█████████▋| 19209/19900 [9:49:39<20:25,  1.77s/it]
 97%|█████████▋| 19210/19900 [9:49:41<20:08,  1.75s/it]
 97%|█████████▋| 19211/19900 [9:49:42<20:00,  1.74s/it]
 97%|█████████▋| 19212/19900 [9:49:44<19:44,  1.72s/it]
 97%|█████████▋| 19213/19900 [9:49:46<19:38,  1.72s/it]
 97%|█████████▋| 19214/19900 [9:49:47<19:34,  1.71s/it]
 97%|█████████▋| 19215/19900 [9:49:49<19:03,  1.67s/it]
 97%|█████████▋| 19216/19900 [9:49:51<18:48,  1.65s/it]
 97%|█████████▋| 19217/19900 [9:49:52<18:33,  1.63s/it]
 97%|█████████▋| 19218/19900 [9:49:54<18:11,  1.60s/it]
 97%|█████████▋| 19219/19900 [9:49:55<17:56,  1.58s/it]
 97%|█████████▋| 19220/19900 [9:49:57<17:48,  1.57s/it]
 97%|█████████▋| 19221/19900 [9:49:58<17:33,  1.55s/it]
 97%|█████████▋| 19222/19900 [9:50:00<17:13,  1.52s/it]
 97%|█████████▋| 19223/19900 [9:50:01<17:20,  1.54s/it]
 97%|█████████▋| 19224/19900 [9:50:03<17:08,  1.52s/it]
 97%|█████████▋| 19225/19900 [9:50:04<16:41,  1.48s/it]
 97%|█████████▋| 19226/19900 [9:50:06<16:24,  1.46s/it]
 97%|█████████▋| 19227/19900 [9:50:07<16:11,  1.44s/it]
 97%|█████████▋| 19228/19900 [9:50:08<15:56,  1.42s/it]
 97%|█████████▋| 19229/19900 [9:50:10<15:27,  1.38s/it]
 97%|█████████▋| 19230/19900 [9:50:11<15:16,  1.37s/it]
 97%|█████████▋| 19231/19900 [9:50:12<15:13,  1.37s/it]
 97%|█████████▋| 19232/19900 [9:50:14<15:07,  1.36s/it]
 97%|█████████▋| 19233/19900 [9:50:15<14:48,  1.33s/it]
 97%|█████████▋| 19234/19900 [9:50:16<14:32,  1.31s/it]
 97%|█████████▋| 19235/19900 [9:50:18<14:25,  1.30s/it]
 97%|█████████▋| 19236/19900 [9:50:19<14:14,  1.29s/it]
 97%|█████████▋| 19237/19900 [9:50:20<14:15,  1.29s/it]
 97%|█████████▋| 19238/19900 [9:50:21<14:10,  1.28s/it]
 97%|█████████▋| 19239/19900 [9:50:23<14:23,  1.31s/it]
 97%|█████████▋| 19240/19900 [9:50:24<13:59,  1.27s/it]
 97%|█████████▋| 19241/19900 [9:50:25<13:42,  1.25s/it]
 97%|█████████▋| 19242/19900 [9:50:26<13:19,  1.22s/it]
 97%|█████████▋| 19243/19900 [9:50:27<13:05,  1.20s/it]
 97%|█████████▋| 19244/19900 [9:50:29<12:43,  1.16s/it]
 97%|█████████▋| 19245/19900 [9:50:30<12:35,  1.15s/it]
 97%|█████████▋| 19246/19900 [9:50:31<12:10,  1.12s/it]
 97%|█████████▋| 19247/19900 [9:50:32<12:00,  1.10s/it]
 97%|█████████▋| 19248/19900 [9:50:33<11:41,  1.08s/it]
 97%|█████████▋| 19249/19900 [9:50:34<11:23,  1.05s/it]
 97%|█████████▋| 19250/19900 [9:50:35<11:03,  1.02s/it]
 97%|█████████▋| 19251/19900 [9:50:36<10:34,  1.02it/s]
 97%|█████████▋| 19252/19900 [9:50:38<14:56,  1.38s/it]
 97%|█████████▋| 19253/19900 [9:50:40<17:22,  1.61s/it]
 97%|█████████▋| 19254/19900 [9:50:42<18:38,  1.73s/it]
 97%|█████████▋| 19255/19900 [9:50:44<19:27,  1.81s/it]
 97%|█████████▋| 19256/19900 [9:50:46<19:44,  1.84s/it]
 97%|█████████▋| 19257/19900 [9:50:48<20:10,  1.88s/it]
 97%|█████████▋| 19258/19900 [9:50:50<19:52,  1.86s/it]
 97%|█████████▋| 19259/19900 [9:50:52<19:31,  1.83s/it]
 97%|█████████▋| 19260/19900 [9:50:53<19:20,  1.81s/it]
 97%|█████████▋| 19261/19900 [9:50:55<19:09,  1.80s/it]
 97%|█████████▋| 19262/19900 [9:50:57<18:36,  1.75s/it]
 97%|█████████▋| 19263/19900 [9:50:58<18:02,  1.70s/it]
 97%|█████████▋| 19264/19900 [9:51:00<17:47,  1.68s/it]
 97%|█████████▋| 19265/19900 [9:51:02<17:37,  1.67s/it]
 97%|█████████▋| 19266/19900 [9:51:03<17:18,  1.64s/it]
 97%|█████████▋| 19267/19900 [9:51:05<17:11,  1.63s/it]
 97%|█████████▋| 19268/19900 [9:51:06<17:06,  1.62s/it]
 97%|█████████▋| 19269/19900 [9:51:08<16:56,  1.61s/it]
 97%|█████████▋| 19270/19900 [9:51:09<16:50,  1.60s/it]
 97%|█████████▋| 19271/19900 [9:51:11<16:25,  1.57s/it]
 97%|█████████▋| 19272/19900 [9:51:12<16:14,  1.55s/it]
 97%|█████████▋| 19273/19900 [9:51:14<15:52,  1.52s/it]
 97%|█████████▋| 19274/19900 [9:51:15<15:35,  1.49s/it]
 97%|█████████▋| 19275/19900 [9:51:17<15:17,  1.47s/it]
 97%|█████████▋| 19276/19900 [9:51:18<15:08,  1.46s/it]
 97%|█████████▋| 19277/19900 [9:51:20<14:51,  1.43s/it]
 97%|█████████▋| 19278/19900 [9:51:21<14:44,  1.42s/it]
 97%|█████████▋| 19279/19900 [9:51:22<14:31,  1.40s/it]
 97%|█████████▋| 19280/19900 [9:51:24<14:22,  1.39s/it]
 97%|█████████▋| 19281/19900 [9:51:25<14:13,  1.38s/it]
 97%|█████████▋| 19282/19900 [9:51:26<14:04,  1.37s/it]
 97%|█████████▋| 19283/19900 [9:51:28<13:56,  1.36s/it]
 97%|█████████▋| 19284/19900 [9:51:29<13:41,  1.33s/it]
 97%|█████████▋| 19285/19900 [9:51:30<13:25,  1.31s/it]
 97%|█████████▋| 19286/19900 [9:51:32<13:21,  1.31s/it]
 97%|█████████▋| 19287/19900 [9:51:33<13:06,  1.28s/it]
 97%|█████████▋| 19288/19900 [9:51:34<12:56,  1.27s/it]
 97%|█████████▋| 19289/19900 [9:51:35<12:39,  1.24s/it]
 97%|█████████▋| 19290/19900 [9:51:36<12:34,  1.24s/it]
 97%|█████████▋| 19291/19900 [9:51:38<12:26,  1.23s/it]
 97%|█████████▋| 19292/19900 [9:51:39<12:01,  1.19s/it]
 97%|█████████▋| 19293/19900 [9:51:40<11:56,  1.18s/it]
 97%|█████████▋| 19294/19900 [9:51:41<11:32,  1.14s/it]
 97%|█████████▋| 19295/19900 [9:51:42<11:21,  1.13s/it]
 97%|█████████▋| 19296/19900 [9:51:43<11:01,  1.10s/it]
 97%|█████████▋| 19297/19900 [9:51:44<10:59,  1.09s/it]
 97%|█████████▋| 19298/19900 [9:51:45<10:17,  1.03s/it]
 97%|█████████▋| 19299/19900 [9:51:46<10:13,  1.02s/it]
 97%|█████████▋| 19300/19900 [9:51:47<09:48,  1.02it/s]
                                                       

 97%|█████████▋| 19300/19900 [9:51:47<09:48,  1.02it/s]
 97%|█████████▋| 19301/19900 [9:51:49<12:23,  1.24s/it]
 97%|█████████▋| 19302/19900 [9:51:50<12:53,  1.29s/it]
 97%|█████████▋| 19303/19900 [9:51:51<12:45,  1.28s/it]
 97%|█████████▋| 19304/19900 [9:51:54<17:11,  1.73s/it]
 97%|█████████▋| 19305/19900 [9:51:56<18:12,  1.84s/it]
 97%|█████████▋| 19306/19900 [9:51:58<18:44,  1.89s/it]
 97%|█████████▋| 19307/19900 [9:52:00<19:08,  1.94s/it]
 97%|█████████▋| 19308/19900 [9:52:02<18:42,  1.90s/it]
 97%|█████████▋| 19309/19900 [9:52:04<18:48,  1.91s/it]
 97%|█████████▋| 19310/19900 [9:52:06<18:32,  1.89s/it]
 97%|█████████▋| 19311/19900 [9:52:08<18:01,  1.84s/it]
 97%|█████████▋| 19312/19900 [9:52:09<17:33,  1.79s/it]
 97%|█████████▋| 19313/19900 [9:52:11<17:28,  1.79s/it]
 97%|█████████▋| 19314/19900 [9:52:13<16:56,  1.73s/it]
 97%|█████████▋| 19315/19900 [9:52:14<16:36,  1.70s/it]
 97%|█████████▋| 19316/19900 [9:52:16<16:26,  1.69s/it]
 97%|█████████▋| 19317/19900 [9:52:18<16:15,  1.67s/it]
 97%|█████████▋| 19318/19900 [9:52:19<16:01,  1.65s/it]
 97%|█████████▋| 19319/19900 [9:52:21<15:46,  1.63s/it]
 97%|█████████▋| 19320/19900 [9:52:22<15:32,  1.61s/it]
 97%|█████████▋| 19321/19900 [9:52:24<15:36,  1.62s/it]
 97%|█████████▋| 19322/19900 [9:52:26<15:13,  1.58s/it]
 97%|█████████▋| 19323/19900 [9:52:27<14:49,  1.54s/it]
 97%|█████████▋| 19324/19900 [9:52:28<14:41,  1.53s/it]
 97%|█████████▋| 19325/19900 [9:52:30<14:34,  1.52s/it]
 97%|█████████▋| 19326/19900 [9:52:31<14:27,  1.51s/it]
 97%|█████████▋| 19327/19900 [9:52:33<14:09,  1.48s/it]
 97%|█████████▋| 19328/19900 [9:52:34<14:10,  1.49s/it]
 97%|█████████▋| 19329/19900 [9:52:36<13:55,  1.46s/it]
 97%|█████████▋| 19330/19900 [9:52:37<13:37,  1.43s/it]
 97%|█████████▋| 19331/19900 [9:52:39<13:25,  1.42s/it]
 97%|█████████▋| 19332/19900 [9:52:40<13:04,  1.38s/it]
 97%|█████████▋| 19333/19900 [9:52:41<12:51,  1.36s/it]
 97%|█████████▋| 19334/19900 [9:52:42<12:42,  1.35s/it]
 97%|█████████▋| 19335/19900 [9:52:44<12:46,  1.36s/it]
 97%|█████████▋| 19336/19900 [9:52:45<12:28,  1.33s/it]
 97%|█████████▋| 19337/19900 [9:52:46<12:21,  1.32s/it]
 97%|█████████▋| 19338/19900 [9:52:48<12:04,  1.29s/it]
 97%|█████████▋| 19339/19900 [9:52:49<12:01,  1.29s/it]
 97%|█████████▋| 19340/19900 [9:52:50<11:42,  1.25s/it]
 97%|█████████▋| 19341/19900 [9:52:51<11:29,  1.23s/it]
 97%|█████████▋| 19342/19900 [9:52:52<11:19,  1.22s/it]
 97%|█████████▋| 19343/19900 [9:52:54<11:19,  1.22s/it]
 97%|█████████▋| 19344/19900 [9:52:55<10:58,  1.18s/it]
 97%|█████████▋| 19345/19900 [9:52:56<10:52,  1.18s/it]
 97%|█████████▋| 19346/19900 [9:52:57<10:32,  1.14s/it]
 97%|█████████▋| 19347/19900 [9:52:58<10:16,  1.11s/it]
 97%|█████████▋| 19348/19900 [9:52:59<10:17,  1.12s/it]
 97%|█████████▋| 19349/19900 [9:53:00<09:52,  1.08s/it]
 97%|█████████▋| 19350/19900 [9:53:01<09:35,  1.05s/it]
 97%|█████████▋| 19351/19900 [9:53:02<09:31,  1.04s/it]
 97%|█████████▋| 19352/19900 [9:53:03<09:08,  1.00s/it]
 97%|█████████▋| 19353/19900 [9:53:05<12:49,  1.41s/it]
 97%|█████████▋| 19354/19900 [9:53:08<14:50,  1.63s/it]
 97%|█████████▋| 19355/19900 [9:53:10<15:47,  1.74s/it]
 97%|█████████▋| 19356/19900 [9:53:11<16:19,  1.80s/it]
 97%|█████████▋| 19357/19900 [9:53:13<16:25,  1.81s/it]
 97%|█████████▋| 19358/19900 [9:53:15<16:23,  1.81s/it]
 97%|█████████▋| 19359/19900 [9:53:17<16:10,  1.79s/it]
 97%|█████████▋| 19360/19900 [9:53:19<15:59,  1.78s/it]
 97%|█████████▋| 19361/19900 [9:53:20<15:46,  1.76s/it]
 97%|█████████▋| 19362/19900 [9:53:22<15:32,  1.73s/it]
 97%|█████████▋| 19363/19900 [9:53:24<15:22,  1.72s/it]
 97%|█████████▋| 19364/19900 [9:53:25<15:08,  1.69s/it]
 97%|█████████▋| 19365/19900 [9:53:27<14:51,  1.67s/it]
 97%|█████████▋| 19366/19900 [9:53:28<14:32,  1.63s/it]
 97%|█████████▋| 19367/19900 [9:53:30<14:21,  1.62s/it]
 97%|█████████▋| 19368/19900 [9:53:32<14:11,  1.60s/it]
 97%|█████████▋| 19369/19900 [9:53:33<13:59,  1.58s/it]
 97%|█████████▋| 19370/19900 [9:53:35<13:46,  1.56s/it]
 97%|█████████▋| 19371/19900 [9:53:36<13:37,  1.55s/it]
 97%|█████████▋| 19372/19900 [9:53:38<13:22,  1.52s/it]
 97%|█████████▋| 19373/19900 [9:53:39<13:16,  1.51s/it]
 97%|█████████▋| 19374/19900 [9:53:41<13:06,  1.50s/it]
 97%|█████████▋| 19375/19900 [9:53:42<13:04,  1.49s/it]
 97%|█████████▋| 19376/19900 [9:53:43<12:51,  1.47s/it]
 97%|█████████▋| 19377/19900 [9:53:45<12:42,  1.46s/it]
 97%|█████████▋| 19378/19900 [9:53:46<12:24,  1.43s/it]
 97%|█████████▋| 19379/19900 [9:53:48<12:11,  1.40s/it]
 97%|█████████▋| 19380/19900 [9:53:49<11:58,  1.38s/it]
 97%|█████████▋| 19381/19900 [9:53:50<11:55,  1.38s/it]
 97%|█████████▋| 19382/19900 [9:53:52<11:37,  1.35s/it]
 97%|█████████▋| 19383/19900 [9:53:53<11:43,  1.36s/it]
 97%|█████████▋| 19384/19900 [9:53:54<11:34,  1.35s/it]
 97%|█████████▋| 19385/19900 [9:53:56<11:22,  1.32s/it]
 97%|█████████▋| 19386/19900 [9:53:57<11:11,  1.31s/it]
 97%|█████████▋| 19387/19900 [9:53:58<11:00,  1.29s/it]
 97%|█████████▋| 19388/19900 [9:53:59<10:46,  1.26s/it]
 97%|█████████▋| 19389/19900 [9:54:00<10:32,  1.24s/it]
 97%|█████████▋| 19390/19900 [9:54:02<10:24,  1.23s/it]
 97%|█████████▋| 19391/19900 [9:54:03<10:19,  1.22s/it]
 97%|█████████▋| 19392/19900 [9:54:04<10:08,  1.20s/it]
 97%|█████████▋| 19393/19900 [9:54:05<09:51,  1.17s/it]
 97%|█████████▋| 19394/19900 [9:54:06<09:40,  1.15s/it]
 97%|█████████▋| 19395/19900 [9:54:07<09:24,  1.12s/it]
 97%|█████████▋| 19396/19900 [9:54:08<09:11,  1.09s/it]
 97%|█████████▋| 19397/19900 [9:54:09<09:03,  1.08s/it]
 97%|█████████▋| 19398/19900 [9:54:10<09:08,  1.09s/it]
 97%|█████████▋| 19399/19900 [9:54:12<08:57,  1.07s/it]
 97%|█████████▋| 19400/19900 [9:54:12<08:43,  1.05s/it]
                                                       

 97%|█████████▋| 19400/19900 [9:54:12<08:43,  1.05s/it]
 97%|█████████▋| 19401/19900 [9:54:13<08:25,  1.01s/it]
 97%|█████████▋| 19402/19900 [9:54:16<11:55,  1.44s/it]
 98%|█████████▊| 19403/19900 [9:54:18<13:46,  1.66s/it]
 98%|█████████▊| 19404/19900 [9:54:20<14:52,  1.80s/it]
 98%|█████████▊| 19405/19900 [9:54:22<15:11,  1.84s/it]
 98%|█████████▊| 19406/19900 [9:54:24<15:07,  1.84s/it]
 98%|█████████▊| 19407/19900 [9:54:26<14:57,  1.82s/it]
 98%|█████████▊| 19408/19900 [9:54:27<14:41,  1.79s/it]
 98%|█████████▊| 19409/19900 [9:54:29<14:31,  1.78s/it]
 98%|█████████▊| 19410/19900 [9:54:31<14:26,  1.77s/it]
 98%|█████████▊| 19411/19900 [9:54:33<14:05,  1.73s/it]
 98%|█████████▊| 19412/19900 [9:54:34<13:42,  1.69s/it]
 98%|█████████▊| 19413/19900 [9:54:36<13:54,  1.71s/it]
 98%|█████████▊| 19414/19900 [9:54:38<13:41,  1.69s/it]
 98%|█████████▊| 19415/19900 [9:54:39<13:21,  1.65s/it]
 98%|█████████▊| 19416/19900 [9:54:41<13:10,  1.63s/it]
 98%|█████████▊| 19417/19900 [9:54:42<13:07,  1.63s/it]
 98%|█████████▊| 19418/19900 [9:54:44<12:49,  1.60s/it]
 98%|█████████▊| 19419/19900 [9:54:45<12:38,  1.58s/it]
 98%|█████████▊| 19420/19900 [9:54:47<12:22,  1.55s/it]
 98%|█████████▊| 19421/19900 [9:54:48<12:19,  1.54s/it]
 98%|█████████▊| 19422/19900 [9:54:50<12:04,  1.52s/it]
 98%|█████████▊| 19423/19900 [9:54:51<11:54,  1.50s/it]
 98%|█████████▊| 19424/19900 [9:54:53<11:50,  1.49s/it]
 98%|█████████▊| 19425/19900 [9:54:54<11:43,  1.48s/it]
 98%|█████████▊| 19426/19900 [9:54:56<11:33,  1.46s/it]
 98%|█████████▊| 19427/19900 [9:54:57<11:22,  1.44s/it]
 98%|█████████▊| 19428/19900 [9:54:58<11:11,  1.42s/it]
 98%|█████████▊| 19429/19900 [9:55:00<11:09,  1.42s/it]
 98%|█████████▊| 19430/19900 [9:55:01<11:05,  1.42s/it]
 98%|█████████▊| 19431/19900 [9:55:03<10:59,  1.41s/it]
 98%|█████████▊| 19432/19900 [9:55:04<10:52,  1.39s/it]
 98%|█████████▊| 19433/19900 [9:55:05<10:40,  1.37s/it]
 98%|█████████▊| 19434/19900 [9:55:07<10:31,  1.36s/it]
 98%|█████████▊| 19435/19900 [9:55:08<10:12,  1.32s/it]
 98%|█████████▊| 19436/19900 [9:55:09<10:08,  1.31s/it]
 98%|█████████▊| 19437/19900 [9:55:10<10:02,  1.30s/it]
 98%|█████████▊| 19438/19900 [9:55:12<09:47,  1.27s/it]
 98%|█████████▊| 19439/19900 [9:55:13<09:48,  1.28s/it]
 98%|█████████▊| 19440/19900 [9:55:14<09:38,  1.26s/it]
 98%|█████████▊| 19441/19900 [9:55:15<09:31,  1.25s/it]
 98%|█████████▊| 19442/19900 [9:55:17<09:26,  1.24s/it]
 98%|█████████▊| 19443/19900 [9:55:18<09:11,  1.21s/it]
 98%|█████████▊| 19444/19900 [9:55:19<09:02,  1.19s/it]
 98%|█████████▊| 19445/19900 [9:55:20<08:48,  1.16s/it]
 98%|█████████▊| 19446/19900 [9:55:21<08:31,  1.13s/it]
 98%|█████████▊| 19447/19900 [9:55:22<08:18,  1.10s/it]
 98%|█████████▊| 19448/19900 [9:55:23<08:09,  1.08s/it]
 98%|█████████▊| 19449/19900 [9:55:24<07:57,  1.06s/it]
 98%|█████████▊| 19450/19900 [9:55:25<07:40,  1.02s/it]
 98%|█████████▊| 19451/19900 [9:55:27<10:34,  1.41s/it]
 98%|█████████▊| 19452/19900 [9:55:30<12:24,  1.66s/it]
 98%|█████████▊| 19453/19900 [9:55:32<13:18,  1.79s/it]
 98%|█████████▊| 19454/19900 [9:55:34<13:43,  1.85s/it]
 98%|█████████▊| 19455/19900 [9:55:36<13:42,  1.85s/it]
 98%|█████████▊| 19456/19900 [9:55:37<13:52,  1.88s/it]
 98%|█████████▊| 19457/19900 [9:55:39<13:32,  1.83s/it]
 98%|█████████▊| 19458/19900 [9:55:41<13:27,  1.83s/it]
 98%|█████████▊| 19459/19900 [9:55:43<13:14,  1.80s/it]
 98%|█████████▊| 19460/19900 [9:55:44<13:04,  1.78s/it]
 98%|█████████▊| 19461/19900 [9:55:46<12:45,  1.74s/it]
 98%|█████████▊| 19462/19900 [9:55:48<12:33,  1.72s/it]
 98%|█████████▊| 19463/19900 [9:55:49<12:16,  1.69s/it]
 98%|█████████▊| 19464/19900 [9:55:51<12:04,  1.66s/it]
 98%|█████████▊| 19465/19900 [9:55:53<12:02,  1.66s/it]
 98%|█████████▊| 19466/19900 [9:55:54<11:51,  1.64s/it]
 98%|█████████▊| 19467/19900 [9:55:56<11:29,  1.59s/it]
 98%|█████████▊| 19468/19900 [9:55:57<11:11,  1.55s/it]
 98%|█████████▊| 19469/19900 [9:55:59<11:11,  1.56s/it]
 98%|█████████▊| 19470/19900 [9:56:00<11:06,  1.55s/it]
 98%|█████████▊| 19471/19900 [9:56:02<10:52,  1.52s/it]
 98%|█████████▊| 19472/19900 [9:56:03<10:44,  1.51s/it]
 98%|█████████▊| 19473/19900 [9:56:05<10:30,  1.48s/it]
 98%|█████████▊| 19474/19900 [9:56:06<10:23,  1.46s/it]
 98%|█████████▊| 19475/19900 [9:56:07<10:11,  1.44s/it]
 98%|█████████▊| 19476/19900 [9:56:09<10:00,  1.42s/it]
 98%|█████████▊| 19477/19900 [9:56:10<09:51,  1.40s/it]
 98%|█████████▊| 19478/19900 [9:56:11<09:36,  1.37s/it]
 98%|█████████▊| 19479/19900 [9:56:13<09:22,  1.34s/it]
 98%|█████████▊| 19480/19900 [9:56:14<09:13,  1.32s/it]
 98%|█████████▊| 19481/19900 [9:56:15<09:05,  1.30s/it]
 98%|█████████▊| 19482/19900 [9:56:17<08:57,  1.29s/it]
 98%|█████████▊| 19483/19900 [9:56:18<09:05,  1.31s/it]
 98%|█████████▊| 19484/19900 [9:56:19<09:07,  1.32s/it]
 98%|█████████▊| 19485/19900 [9:56:20<08:56,  1.29s/it]
 98%|█████████▊| 19486/19900 [9:56:22<08:48,  1.28s/it]
 98%|█████████▊| 19487/19900 [9:56:23<08:35,  1.25s/it]
 98%|█████████▊| 19488/19900 [9:56:24<08:30,  1.24s/it]
 98%|█████████▊| 19489/19900 [9:56:25<08:32,  1.25s/it]
 98%|█████████▊| 19490/19900 [9:56:26<08:19,  1.22s/it]
 98%|█████████▊| 19491/19900 [9:56:28<08:15,  1.21s/it]
 98%|█████████▊| 19492/19900 [9:56:29<08:02,  1.18s/it]
 98%|█████████▊| 19493/19900 [9:56:30<07:32,  1.11s/it]
 98%|█████████▊| 19494/19900 [9:56:31<07:29,  1.11s/it]
 98%|█████████▊| 19495/19900 [9:56:32<07:17,  1.08s/it]
 98%|█████████▊| 19496/19900 [9:56:33<07:09,  1.06s/it]
 98%|█████████▊| 19497/19900 [9:56:34<07:02,  1.05s/it]
 98%|█████████▊| 19498/19900 [9:56:35<06:50,  1.02s/it]
 98%|█████████▊| 19499/19900 [9:56:36<06:34,  1.02it/s]
 98%|█████████▊| 19500/19900 [9:56:38<08:16,  1.24s/it]
                                                       

 98%|█████████▊| 19500/19900 [9:56:38<08:16,  1.24s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8
{'eval_loss': 1.1813979148864746, 'eval_wer': 0.8617308992562542, 'eval_cer': 0.296695666380754, 'eval_runtime': 123.6675, 'eval_samples_per_second': 23.919, 'eval_steps_per_second': 2.992, 'epoch': 95.48}
{'loss': 2.0485, 'learning_rate': 3.4106145251396644e-06, 'epoch': 95.98}
{'loss': 2.0725, 'learning_rate': 2.9916201117318433e-06, 'epoch': 96.48}
{'loss': 2.047, 'learning_rate': 2.572625698324022e-06, 'epoch': 96.98}
{'loss': 2.0649, 'learning_rate': 2.153631284916201e-06, 'epoch': 97.49}
{'loss': 2.0735, 'learning_rate': 1.7346368715083795e-06, 'epoch': 97.99}


  0%|          | 0/370 [00:00<?, ?it/s]

  1%|          | 2/370 [00:00<00:42,  8.68it/s]

  1%|          | 3/370 [00:00<01:10,  5.21it/s]

  1%|          | 4/370 [00:00<01:19,  4.62it/s]

  1%|▏         | 5/370 [00:01<01:26,  4.20it/s]

  2%|▏         | 6/370 [00:01<01:18,  4.66it/s]

  2%|▏         | 7/370 [00:01<01:26,  4.19it/s]

  2%|▏         | 8/370 [00:01<01:22,  4.40it/s]

  2%|▏         | 9/370 [00:01<01:22,  4.37it/s]

  3%|▎         | 10/370 [00:02<01:22,  4.37it/s]

  3%|▎         | 11/370 [00:02<01:22,  4.35it/s]

  3%|▎         | 12/370 [00:02<01:22,  4.34it/s]

  4%|▎         | 13/370 [00:02<01:22,  4.35it/s]

  4%|▍         | 14/370 [00:03<01:25,  4.15it/s]

  4%|▍         | 15/370 [00:03<01:20,  4.42it/s]

  4%|▍         | 16/370 [00:03<01:22,  4.30it/s]

  5%|▍         | 17/370 [00:03<01:20,  4.41it/s]

  5%|▍         | 18/370 [00:03<01:14,  4.70it/s]

  5%|▌         | 19/370 [00:04<01:18,  4.48it/s]

  5%|▌         | 20/370 [00:04<01:21,  4.28it/s]

  6%|▌         | 21/370 [00:04<01:20,  4.34it/s]

  6%|▌         | 22/370 [00:04<01:14,  4.64it/s]

  6%|▌         | 23/370 [00:05<01:13,  4.71it/s]

  6%|▋         | 24/370 [00:05<01:15,  4.59it/s]

  7%|▋         | 25/370 [00:05<01:16,  4.51it/s]

  7%|▋         | 26/370 [00:05<01:12,  4.75it/s]

  7%|▋         | 27/370 [00:05<01:12,  4.73it/s]

  8%|▊         | 28/370 [00:06<01:14,  4.60it/s]

  8%|▊         | 29/370 [00:06<01:18,  4.33it/s]

  8%|▊         | 30/370 [00:06<01:18,  4.31it/s]

  8%|▊         | 31/370 [00:06<01:16,  4.40it/s]

  9%|▊         | 32/370 [00:07<01:15,  4.47it/s]

  9%|▉         | 33/370 [00:07<01:15,  4.47it/s]

  9%|▉         | 34/370 [00:07<01:14,  4.49it/s]

  9%|▉         | 35/370 [00:07<01:18,  4.26it/s]

 10%|▉         | 36/370 [00:08<01:17,  4.30it/s]

 10%|█         | 37/370 [00:08<01:13,  4.51it/s]

 10%|█         | 38/370 [00:08<01:14,  4.47it/s]

 11%|█         | 39/370 [00:08<01:14,  4.43it/s]

 11%|█         | 40/370 [00:08<01:15,  4.39it/s]

 11%|█         | 41/370 [00:09<01:12,  4.55it/s]

 11%|█▏        | 42/370 [00:09<01:16,  4.26it/s]

 12%|█▏        | 43/370 [00:09<01:20,  4.04it/s]

 12%|█▏        | 44/370 [00:09<01:15,  4.29it/s]

 12%|█▏        | 45/370 [00:10<01:21,  3.99it/s]

 12%|█▏        | 46/370 [00:10<01:17,  4.17it/s]

 13%|█▎        | 47/370 [00:10<01:22,  3.90it/s]

 13%|█▎        | 48/370 [00:10<01:23,  3.85it/s]

 13%|█▎        | 49/370 [00:11<01:17,  4.16it/s]

 14%|█▎        | 50/370 [00:11<01:10,  4.56it/s]

 14%|█▍        | 51/370 [00:11<01:13,  4.34it/s]

 14%|█▍        | 52/370 [00:11<01:09,  4.61it/s]

 14%|█▍        | 53/370 [00:12<01:11,  4.43it/s]

 15%|█▍        | 54/370 [00:12<01:08,  4.63it/s]

 15%|█▍        | 55/370 [00:12<01:12,  4.36it/s]

 15%|█▌        | 56/370 [00:12<01:15,  4.16it/s]

 15%|█▌        | 57/370 [00:12<01:07,  4.63it/s]

 16%|█▌        | 58/370 [00:13<01:11,  4.36it/s]

 16%|█▌        | 59/370 [00:13<01:10,  4.43it/s]

 16%|█▌        | 60/370 [00:13<01:06,  4.68it/s]

 16%|█▋        | 61/370 [00:13<01:05,  4.73it/s]

 17%|█▋        | 62/370 [00:13<01:06,  4.64it/s]

 17%|█▋        | 63/370 [00:14<01:02,  4.93it/s]

 17%|█▋        | 64/370 [00:14<01:01,  4.97it/s]

 18%|█▊        | 65/370 [00:14<01:06,  4.57it/s]

 18%|█▊        | 66/370 [00:14<01:05,  4.68it/s]

 18%|█▊        | 67/370 [00:15<01:07,  4.50it/s]

 18%|█▊        | 68/370 [00:15<01:11,  4.22it/s]

 19%|█▊        | 69/370 [00:15<01:06,  4.55it/s]

 19%|█▉        | 70/370 [00:15<01:04,  4.68it/s]

 19%|█▉        | 71/370 [00:15<01:07,  4.41it/s]

 19%|█▉        | 72/370 [00:16<01:02,  4.80it/s]

 20%|█▉        | 73/370 [00:16<01:02,  4.74it/s]

 20%|██        | 74/370 [00:16<01:05,  4.49it/s]

 20%|██        | 75/370 [00:16<01:07,  4.39it/s]

 21%|██        | 76/370 [00:17<01:03,  4.61it/s]

 21%|██        | 77/370 [00:17<01:01,  4.76it/s]

 21%|██        | 78/370 [00:17<01:11,  4.10it/s]

 21%|██▏       | 79/370 [00:17<01:09,  4.20it/s]

 22%|██▏       | 80/370 [00:17<01:07,  4.30it/s]

 22%|██▏       | 81/370 [00:18<01:04,  4.47it/s]

 22%|██▏       | 82/370 [00:18<01:04,  4.49it/s]

 22%|██▏       | 83/370 [00:18<01:05,  4.39it/s]

 23%|██▎       | 84/370 [00:18<01:08,  4.16it/s]

 23%|██▎       | 85/370 [00:19<01:04,  4.41it/s]

 23%|██▎       | 86/370 [00:19<01:03,  4.48it/s]

 24%|██▎       | 87/370 [00:19<01:04,  4.38it/s]

 24%|██▍       | 88/370 [00:19<01:06,  4.25it/s]

 24%|██▍       | 89/370 [00:20<01:06,  4.25it/s]

 24%|██▍       | 90/370 [00:20<01:05,  4.30it/s]

 25%|██▍       | 91/370 [00:20<01:03,  4.41it/s]

 25%|██▍       | 92/370 [00:20<01:04,  4.29it/s]

 25%|██▌       | 93/370 [00:21<01:07,  4.13it/s]

 25%|██▌       | 94/370 [00:21<01:13,  3.74it/s]

 26%|██▌       | 95/370 [00:21<01:15,  3.66it/s]

 26%|██▌       | 96/370 [00:21<01:13,  3.75it/s]

 26%|██▌       | 97/370 [00:22<01:09,  3.94it/s]

 26%|██▋       | 98/370 [00:22<01:06,  4.09it/s]

 27%|██▋       | 99/370 [00:22<01:03,  4.24it/s]

 27%|██▋       | 100/370 [00:22<01:00,  4.44it/s]

 27%|██▋       | 101/370 [00:22<00:59,  4.56it/s]

 28%|██▊       | 102/370 [00:23<00:57,  4.68it/s]

 28%|██▊       | 103/370 [00:23<00:56,  4.76it/s]

 28%|██▊       | 104/370 [00:23<01:01,  4.36it/s]

 28%|██▊       | 105/370 [00:23<00:58,  4.52it/s]

 29%|██▊       | 106/370 [00:24<01:00,  4.34it/s]

 29%|██▉       | 107/370 [00:24<01:00,  4.33it/s]

 29%|██▉       | 108/370 [00:24<00:58,  4.45it/s]

 29%|██▉       | 109/370 [00:24<01:00,  4.31it/s]

 30%|██▉       | 110/370 [00:24<00:57,  4.52it/s]

 30%|███       | 111/370 [00:25<00:56,  4.59it/s]

 30%|███       | 112/370 [00:25<00:58,  4.38it/s]

 31%|███       | 113/370 [00:25<01:01,  4.16it/s]

 31%|███       | 114/370 [00:25<00:59,  4.34it/s]

 31%|███       | 115/370 [00:26<01:01,  4.16it/s]

 31%|███▏      | 116/370 [00:26<01:03,  4.01it/s]

 32%|███▏      | 117/370 [00:26<01:05,  3.84it/s]

 32%|███▏      | 118/370 [00:26<01:03,  3.94it/s]

 32%|███▏      | 119/370 [00:27<01:01,  4.05it/s]

 32%|███▏      | 120/370 [00:27<00:59,  4.20it/s]

 33%|███▎      | 121/370 [00:27<01:01,  4.02it/s]

 33%|███▎      | 122/370 [00:27<00:59,  4.15it/s]

 33%|███▎      | 123/370 [00:28<00:56,  4.39it/s]

 34%|███▎      | 124/370 [00:28<00:51,  4.78it/s]

 34%|███▍      | 125/370 [00:28<00:55,  4.40it/s]

 34%|███▍      | 126/370 [00:28<00:54,  4.47it/s]

 34%|███▍      | 127/370 [00:28<00:56,  4.32it/s]

 35%|███▍      | 128/370 [00:29<00:56,  4.26it/s]

 35%|███▍      | 129/370 [00:29<01:01,  3.95it/s]

 35%|███▌      | 130/370 [00:29<01:01,  3.91it/s]

 35%|███▌      | 131/370 [00:30<01:03,  3.76it/s]

 36%|███▌      | 132/370 [00:30<00:58,  4.07it/s]

 36%|███▌      | 133/370 [00:30<00:57,  4.13it/s]

 36%|███▌      | 134/370 [00:30<00:56,  4.16it/s]

 36%|███▋      | 135/370 [00:30<00:56,  4.14it/s]

 37%|███▋      | 136/370 [00:31<00:55,  4.21it/s]

 37%|███▋      | 137/370 [00:31<00:55,  4.20it/s]

 37%|███▋      | 138/370 [00:31<00:55,  4.20it/s]

 38%|███▊      | 139/370 [00:31<00:53,  4.31it/s]

 38%|███▊      | 140/370 [00:32<00:51,  4.51it/s]

 38%|███▊      | 141/370 [00:32<00:54,  4.21it/s]

 38%|███▊      | 142/370 [00:32<00:55,  4.10it/s]

 39%|███▊      | 143/370 [00:32<00:58,  3.90it/s]

 39%|███▉      | 144/370 [00:33<00:58,  3.85it/s]

 39%|███▉      | 145/370 [00:33<01:01,  3.67it/s]

 39%|███▉      | 146/370 [00:33<00:57,  3.88it/s]

 40%|███▉      | 147/370 [00:33<00:56,  3.97it/s]

 40%|████      | 148/370 [00:34<00:59,  3.72it/s]

 40%|████      | 149/370 [00:34<00:59,  3.73it/s]

 41%|████      | 150/370 [00:34<00:53,  4.11it/s]

 41%|████      | 151/370 [00:34<00:49,  4.39it/s]

 41%|████      | 152/370 [00:35<00:50,  4.34it/s]

 41%|████▏     | 153/370 [00:35<00:51,  4.20it/s]

 42%|████▏     | 154/370 [00:35<00:51,  4.20it/s]

 42%|████▏     | 155/370 [00:35<00:49,  4.36it/s]

 42%|████▏     | 156/370 [00:36<00:50,  4.22it/s]

 42%|████▏     | 157/370 [00:36<00:51,  4.15it/s]

 43%|████▎     | 158/370 [00:36<00:50,  4.19it/s]

 43%|████▎     | 159/370 [00:36<00:47,  4.46it/s]

 43%|████▎     | 160/370 [00:37<00:47,  4.39it/s]

 44%|████▎     | 161/370 [00:37<00:48,  4.31it/s]

 44%|████▍     | 162/370 [00:37<00:51,  4.03it/s]

 44%|████▍     | 163/370 [00:37<00:48,  4.26it/s]

 44%|████▍     | 164/370 [00:37<00:47,  4.31it/s]

 45%|████▍     | 165/370 [00:38<00:49,  4.12it/s]

 45%|████▍     | 166/370 [00:38<00:50,  4.00it/s]

 45%|████▌     | 167/370 [00:38<00:54,  3.71it/s]

 45%|████▌     | 168/370 [00:39<00:52,  3.82it/s]

 46%|████▌     | 169/370 [00:39<00:51,  3.91it/s]

 46%|████▌     | 170/370 [00:39<00:56,  3.52it/s]

 46%|████▌     | 171/370 [00:39<00:56,  3.52it/s]

 46%|████▋     | 172/370 [00:40<00:51,  3.88it/s]

 47%|████▋     | 173/370 [00:40<00:46,  4.24it/s]

 47%|████▋     | 174/370 [00:40<00:51,  3.84it/s]

 47%|████▋     | 175/370 [00:40<00:48,  4.03it/s]

 48%|████▊     | 176/370 [00:41<00:50,  3.84it/s]

 48%|████▊     | 177/370 [00:41<00:51,  3.74it/s]

 48%|████▊     | 178/370 [00:41<00:48,  3.97it/s]

 48%|████▊     | 179/370 [00:41<00:47,  3.99it/s]

 49%|████▊     | 180/370 [00:42<00:43,  4.37it/s]

 49%|████▉     | 181/370 [00:42<00:51,  3.69it/s]

 49%|████▉     | 182/370 [00:42<00:47,  3.92it/s]

 49%|████▉     | 183/370 [00:42<00:48,  3.85it/s]

 50%|████▉     | 184/370 [00:43<00:47,  3.91it/s]

 50%|█████     | 185/370 [00:43<00:46,  3.94it/s]

 50%|█████     | 186/370 [00:43<00:46,  4.00it/s]

 51%|█████     | 187/370 [00:43<00:45,  3.98it/s]

 51%|█████     | 188/370 [00:44<00:46,  3.95it/s]

 51%|█████     | 189/370 [00:44<00:47,  3.78it/s]

 51%|█████▏    | 190/370 [00:44<00:45,  3.98it/s]

 52%|█████▏    | 191/370 [00:44<00:45,  3.95it/s]

 52%|█████▏    | 192/370 [00:45<00:46,  3.86it/s]

 52%|█████▏    | 193/370 [00:45<00:46,  3.82it/s]

 52%|█████▏    | 194/370 [00:45<00:41,  4.24it/s]

 53%|█████▎    | 195/370 [00:45<00:45,  3.88it/s]

 53%|█████▎    | 196/370 [00:46<00:43,  4.02it/s]

 53%|█████▎    | 197/370 [00:46<00:44,  3.89it/s]

 54%|█████▎    | 198/370 [00:46<00:43,  3.94it/s]

 54%|█████▍    | 199/370 [00:46<00:41,  4.10it/s]

 54%|█████▍    | 200/370 [00:47<00:44,  3.82it/s]

 54%|█████▍    | 201/370 [00:47<00:42,  4.00it/s]

 55%|█████▍    | 202/370 [00:47<00:40,  4.13it/s]

 55%|█████▍    | 203/370 [00:47<00:38,  4.28it/s]

 55%|█████▌    | 204/370 [00:48<00:41,  3.99it/s]

 55%|█████▌    | 205/370 [00:48<00:39,  4.16it/s]

 56%|█████▌    | 206/370 [00:48<00:41,  3.99it/s]

 56%|█████▌    | 207/370 [00:48<00:42,  3.88it/s]

 56%|█████▌    | 208/370 [00:49<00:44,  3.61it/s]

 56%|█████▋    | 209/370 [00:49<00:42,  3.76it/s]

 57%|█████▋    | 210/370 [00:49<00:43,  3.65it/s]

 57%|█████▋    | 211/370 [00:50<00:44,  3.56it/s]

 57%|█████▋    | 212/370 [00:50<00:43,  3.64it/s]

 58%|█████▊    | 213/370 [00:50<00:43,  3.59it/s]

 58%|█████▊    | 214/370 [00:50<00:40,  3.81it/s]

 58%|█████▊    | 215/370 [00:51<00:41,  3.73it/s]

 58%|█████▊    | 216/370 [00:51<00:40,  3.83it/s]

 59%|█████▊    | 217/370 [00:51<00:38,  3.93it/s]

 59%|█████▉    | 218/370 [00:51<00:36,  4.14it/s]

 59%|█████▉    | 219/370 [00:52<00:37,  4.01it/s]

 59%|█████▉    | 220/370 [00:52<00:37,  3.96it/s]

 60%|█████▉    | 221/370 [00:52<00:38,  3.86it/s]

 60%|██████    | 222/370 [00:52<00:36,  4.01it/s]

 60%|██████    | 223/370 [00:53<00:38,  3.84it/s]

 61%|██████    | 224/370 [00:53<00:40,  3.58it/s]

 61%|██████    | 225/370 [00:53<00:43,  3.36it/s]

 61%|██████    | 226/370 [00:54<00:41,  3.50it/s]

 61%|██████▏   | 227/370 [00:54<00:41,  3.44it/s]

 62%|██████▏   | 228/370 [00:54<00:41,  3.44it/s]

 62%|██████▏   | 229/370 [00:54<00:40,  3.45it/s]

 62%|██████▏   | 230/370 [00:55<00:40,  3.46it/s]

 62%|██████▏   | 231/370 [00:55<00:38,  3.56it/s]

 63%|██████▎   | 232/370 [00:55<00:40,  3.44it/s]

 63%|██████▎   | 233/370 [00:56<00:40,  3.34it/s]

 63%|██████▎   | 234/370 [00:56<00:39,  3.45it/s]

 64%|██████▎   | 235/370 [00:56<00:37,  3.56it/s]

 64%|██████▍   | 236/370 [00:56<00:35,  3.74it/s]

 64%|██████▍   | 237/370 [00:57<00:36,  3.62it/s]

 64%|██████▍   | 238/370 [00:57<00:36,  3.66it/s]

 65%|██████▍   | 239/370 [00:57<00:34,  3.77it/s]

 65%|██████▍   | 240/370 [00:58<00:35,  3.66it/s]

 65%|██████▌   | 241/370 [00:58<00:35,  3.63it/s]

 65%|██████▌   | 242/370 [00:58<00:34,  3.68it/s]

 66%|██████▌   | 243/370 [00:58<00:37,  3.36it/s]

 66%|██████▌   | 244/370 [00:59<00:40,  3.08it/s]

 66%|██████▌   | 245/370 [00:59<00:39,  3.16it/s]

 66%|██████▋   | 246/370 [00:59<00:36,  3.36it/s]

 67%|██████▋   | 247/370 [01:00<00:32,  3.74it/s]

 67%|██████▋   | 248/370 [01:00<00:30,  3.96it/s]

 67%|██████▋   | 249/370 [01:00<00:31,  3.84it/s]

 68%|██████▊   | 250/370 [01:00<00:31,  3.75it/s]

 68%|██████▊   | 251/370 [01:01<00:30,  3.86it/s]

 68%|██████▊   | 252/370 [01:01<00:33,  3.49it/s]

 68%|██████▊   | 253/370 [01:01<00:33,  3.53it/s]

 69%|██████▊   | 254/370 [01:02<00:32,  3.55it/s]

 69%|██████▉   | 255/370 [01:02<00:32,  3.55it/s]

 69%|██████▉   | 256/370 [01:02<00:33,  3.43it/s]

 69%|██████▉   | 257/370 [01:02<00:33,  3.35it/s]

 70%|██████▉   | 258/370 [01:03<00:32,  3.40it/s]

 70%|███████   | 259/370 [01:03<00:32,  3.42it/s]

 70%|███████   | 260/370 [01:03<00:30,  3.63it/s]

 71%|███████   | 261/370 [01:04<00:30,  3.56it/s]

 71%|███████   | 262/370 [01:04<00:30,  3.54it/s]

 71%|███████   | 263/370 [01:04<00:31,  3.41it/s]

 71%|███████▏  | 264/370 [01:04<00:32,  3.30it/s]

 72%|███████▏  | 265/370 [01:05<00:30,  3.41it/s]

 72%|███████▏  | 266/370 [01:05<00:31,  3.31it/s]

 72%|███████▏  | 267/370 [01:05<00:33,  3.07it/s]

 72%|███████▏  | 268/370 [01:06<00:32,  3.13it/s]

 73%|███████▎  | 269/370 [01:06<00:32,  3.07it/s]

 73%|███████▎  | 270/370 [01:06<00:31,  3.13it/s]

 73%|███████▎  | 271/370 [01:07<00:31,  3.12it/s]

 74%|███████▎  | 272/370 [01:07<00:30,  3.19it/s]

 74%|███████▍  | 273/370 [01:07<00:30,  3.23it/s]

 74%|███████▍  | 274/370 [01:08<00:29,  3.28it/s]

 74%|███████▍  | 275/370 [01:08<00:28,  3.35it/s]

 75%|███████▍  | 276/370 [01:08<00:27,  3.39it/s]

 75%|███████▍  | 277/370 [01:08<00:28,  3.31it/s]

 75%|███████▌  | 278/370 [01:09<00:28,  3.22it/s]

 75%|███████▌  | 279/370 [01:09<00:28,  3.22it/s]

 76%|███████▌  | 280/370 [01:09<00:28,  3.21it/s]

 76%|███████▌  | 281/370 [01:10<00:26,  3.32it/s]

 76%|███████▌  | 282/370 [01:10<00:26,  3.35it/s]

 76%|███████▋  | 283/370 [01:10<00:25,  3.35it/s]

 77%|███████▋  | 284/370 [01:11<00:26,  3.30it/s]

 77%|███████▋  | 285/370 [01:11<00:27,  3.11it/s]

 77%|███████▋  | 286/370 [01:11<00:27,  3.10it/s]

 78%|███████▊  | 287/370 [01:12<00:26,  3.18it/s]

 78%|███████▊  | 288/370 [01:12<00:25,  3.26it/s]

 78%|███████▊  | 289/370 [01:12<00:23,  3.46it/s]

 78%|███████▊  | 290/370 [01:12<00:23,  3.35it/s]

 79%|███████▊  | 291/370 [01:13<00:23,  3.31it/s]

 79%|███████▉  | 292/370 [01:13<00:22,  3.42it/s]

 79%|███████▉  | 293/370 [01:13<00:22,  3.36it/s]

 79%|███████▉  | 294/370 [01:14<00:22,  3.44it/s]

 80%|███████▉  | 295/370 [01:14<00:21,  3.53it/s]

 80%|████████  | 296/370 [01:14<00:20,  3.53it/s]

 80%|████████  | 297/370 [01:14<00:21,  3.39it/s]

 81%|████████  | 298/370 [01:15<00:22,  3.20it/s]

 81%|████████  | 299/370 [01:15<00:21,  3.29it/s]

 81%|████████  | 300/370 [01:15<00:21,  3.29it/s]

 81%|████████▏ | 301/370 [01:16<00:21,  3.20it/s]

 82%|████████▏ | 302/370 [01:16<00:20,  3.32it/s]

 82%|████████▏ | 303/370 [01:16<00:20,  3.32it/s]

 82%|████████▏ | 304/370 [01:17<00:19,  3.35it/s]

 82%|████████▏ | 305/370 [01:17<00:20,  3.24it/s]

 83%|████████▎ | 306/370 [01:17<00:19,  3.27it/s]

 83%|████████▎ | 307/370 [01:18<00:19,  3.21it/s]

 83%|████████▎ | 308/370 [01:18<00:18,  3.30it/s]

 84%|████████▎ | 309/370 [01:18<00:18,  3.32it/s]

 84%|████████▍ | 310/370 [01:18<00:18,  3.26it/s]

 84%|████████▍ | 311/370 [01:19<00:18,  3.26it/s]

 84%|████████▍ | 312/370 [01:19<00:17,  3.24it/s]

 85%|████████▍ | 313/370 [01:19<00:17,  3.32it/s]

 85%|████████▍ | 314/370 [01:20<00:15,  3.55it/s]

 85%|████████▌ | 315/370 [01:20<00:15,  3.55it/s]

 85%|████████▌ | 316/370 [01:20<00:15,  3.45it/s]

 86%|████████▌ | 317/370 [01:21<00:15,  3.40it/s]

 86%|████████▌ | 318/370 [01:21<00:15,  3.27it/s]

 86%|████████▌ | 319/370 [01:21<00:14,  3.41it/s]

 86%|████████▋ | 320/370 [01:21<00:14,  3.46it/s]

 87%|████████▋ | 321/370 [01:22<00:14,  3.48it/s]

 87%|████████▋ | 322/370 [01:22<00:13,  3.56it/s]

 87%|████████▋ | 323/370 [01:22<00:13,  3.54it/s]

 88%|████████▊ | 324/370 [01:22<00:12,  3.64it/s]

 88%|████████▊ | 325/370 [01:23<00:12,  3.57it/s]

 88%|████████▊ | 326/370 [01:23<00:12,  3.47it/s]

 88%|████████▊ | 327/370 [01:23<00:12,  3.40it/s]

 89%|████████▊ | 328/370 [01:24<00:11,  3.54it/s]

 89%|████████▉ | 329/370 [01:24<00:11,  3.61it/s]

 89%|████████▉ | 330/370 [01:24<00:11,  3.49it/s]

 89%|████████▉ | 331/370 [01:25<00:11,  3.45it/s]

 90%|████████▉ | 332/370 [01:25<00:10,  3.48it/s]

 90%|█████████ | 333/370 [01:25<00:10,  3.47it/s]

 90%|█████████ | 334/370 [01:25<00:10,  3.45it/s]

 91%|█████████ | 335/370 [01:26<00:09,  3.57it/s]

 91%|█████████ | 336/370 [01:26<00:09,  3.59it/s]

 91%|█████████ | 337/370 [01:26<00:09,  3.53it/s]

 91%|█████████▏| 338/370 [01:27<00:09,  3.45it/s]

 92%|█████████▏| 339/370 [01:27<00:08,  3.48it/s]

 92%|█████████▏| 340/370 [01:27<00:08,  3.34it/s]

 92%|█████████▏| 341/370 [01:27<00:08,  3.44it/s]

 92%|█████████▏| 342/370 [01:28<00:07,  3.53it/s]

 93%|█████████▎| 343/370 [01:28<00:07,  3.65it/s]

 93%|█████████▎| 344/370 [01:28<00:07,  3.38it/s]

 93%|█████████▎| 345/370 [01:29<00:08,  3.09it/s]

 94%|█████████▎| 346/370 [01:29<00:07,  3.01it/s]

 94%|█████████▍| 347/370 [01:29<00:07,  3.04it/s]

 94%|█████████▍| 348/370 [01:30<00:06,  3.22it/s]

 94%|█████████▍| 349/370 [01:30<00:06,  3.11it/s]

 95%|█████████▍| 350/370 [01:30<00:06,  3.26it/s]

 95%|█████████▍| 351/370 [01:31<00:06,  3.15it/s]

 95%|█████████▌| 352/370 [01:31<00:05,  3.07it/s]

 95%|█████████▌| 353/370 [01:31<00:05,  3.15it/s]

 96%|█████████▌| 354/370 [01:32<00:05,  3.15it/s]

 96%|█████████▌| 355/370 [01:32<00:04,  3.34it/s]

 96%|█████████▌| 356/370 [01:32<00:04,  3.45it/s]

 96%|█████████▋| 357/370 [01:32<00:03,  3.58it/s]

 97%|█████████▋| 358/370 [01:33<00:03,  3.86it/s]

 97%|█████████▋| 359/370 [01:33<00:02,  3.88it/s]

 97%|█████████▋| 360/370 [01:33<00:02,  3.71it/s]

 98%|█████████▊| 361/370 [01:33<00:02,  3.75it/s]

 98%|█████████▊| 362/370 [01:34<00:02,  3.79it/s]

 98%|█████████▊| 363/370 [01:34<00:01,  4.12it/s]

 98%|█████████▊| 364/370 [01:34<00:01,  3.78it/s]

 99%|█████████▊| 365/370 [01:34<00:01,  3.97it/s]

 99%|█████████▉| 366/370 [01:35<00:01,  3.92it/s]

 99%|█████████▉| 367/370 [01:35<00:00,  3.94it/s]

 99%|█████████▉| 368/370 [01:35<00:00,  3.98it/s]

100%|█████████▉| 369/370 [01:35<00:00,  3.90it/s]

100%|██████████| 370/370 [01:36<00:00,  4.14it/s]
                                                       

                                                 

 98%|█████████▊| 19500/19900 [9:58:42<08:16,  1.24s/it]

100%|██████████| 370/370 [02:03<00:00,  4.14it/s]

                                                 Saving model checkpoint to ./checkpoint-19500
Configuration saved in ./checkpoint-19500/config.json
Model weights saved in ./checkpoint-19500/pytorch_model.bin
Configuration saved in ./checkpoint-19500/preprocessor_config.json
Configuration saved in ./preprocessor_config.json
Deleting older checkpoint [checkpoint-18000] due to args.save_total_limit

 98%|█████████▊| 19501/19900 [10:00:09<7:07:11, 64.24s/it]
 98%|█████████▊| 19502/19900 [10:00:10<5:00:42, 45.33s/it]
 98%|█████████▊| 19503/19900 [10:00:13<3:35:40, 32.60s/it]
 98%|█████████▊| 19504/19900 [10:00:15<2:35:04, 23.50s/it]
 98%|█████████▊| 19505/19900 [10:00:17<1:52:28, 17.09s/it]
 98%|█████████▊| 19506/19900 [10:00:19<1:22:28, 12.56s/it]
 98%|█████████▊| 19507/19900 [10:00:21<1:01:28,  9.38s/it]
 98%|█████████▊| 19508/19900 [10:00:23<46:34,  7.13s/it]  
 98%|█████████▊| 19509/19900 [10:00:25<35:57,  5.52s/it]
 98%|█████████▊| 19510/19900 [10:00:27<28:21,  4.36s/it]
 98%|█████████▊| 19511/19900 [10:00:28<23:06,  3.56s/it]
 98%|█████████▊| 19512/19900 [10:00:30<19:35,  3.03s/it]
 98%|█████████▊| 19513/19900 [10:00:32<16:48,  2.61s/it]
 98%|█████████▊| 19514/19900 [10:00:33<15:00,  2.33s/it]
 98%|█████████▊| 19515/19900 [10:00:35<13:34,  2.11s/it]
 98%|█████████▊| 19516/19900 [10:00:37<12:39,  1.98s/it]
 98%|█████████▊| 19517/19900 [10:00:38<11:54,  1.87s/it]
 98%|█████████▊| 19518/19900 [10:00:40<11:20,  1.78s/it]
 98%|█████████▊| 19519/19900 [10:00:41<10:50,  1.71s/it]
 98%|█████████▊| 19520/19900 [10:00:43<10:30,  1.66s/it]
 98%|█████████▊| 19521/19900 [10:00:44<10:13,  1.62s/it]
 98%|█████████▊| 19522/19900 [10:00:46<09:49,  1.56s/it]
 98%|█████████▊| 19523/19900 [10:00:47<09:37,  1.53s/it]
 98%|█████████▊| 19524/19900 [10:00:49<09:30,  1.52s/it]
 98%|█████████▊| 19525/19900 [10:00:50<09:22,  1.50s/it]
 98%|█████████▊| 19526/19900 [10:00:52<09:11,  1.48s/it]
 98%|█████████▊| 19527/19900 [10:00:53<09:09,  1.47s/it]
 98%|█████████▊| 19528/19900 [10:00:55<08:57,  1.45s/it]
 98%|█████████▊| 19529/19900 [10:00:56<08:48,  1.42s/it]
 98%|█████████▊| 19530/19900 [10:00:57<08:37,  1.40s/it]
 98%|█████████▊| 19531/19900 [10:00:59<08:29,  1.38s/it]
 98%|█████████▊| 19532/19900 [10:01:00<08:22,  1.37s/it]
 98%|█████████▊| 19533/19900 [10:01:01<08:09,  1.33s/it]
 98%|█████████▊| 19534/19900 [10:01:03<08:11,  1.34s/it]
 98%|█████████▊| 19535/19900 [10:01:04<08:08,  1.34s/it]
 98%|█████████▊| 19536/19900 [10:01:05<08:04,  1.33s/it]
 98%|█████████▊| 19537/19900 [10:01:06<07:54,  1.31s/it]
 98%|█████████▊| 19538/19900 [10:01:08<07:44,  1.28s/it]
 98%|█████████▊| 19539/19900 [10:01:09<07:31,  1.25s/it]
 98%|█████████▊| 19540/19900 [10:01:10<07:30,  1.25s/it]
 98%|█████████▊| 19541/19900 [10:01:11<07:29,  1.25s/it]
 98%|█████████▊| 19542/19900 [10:01:13<07:31,  1.26s/it]
 98%|█████████▊| 19543/19900 [10:01:14<07:13,  1.21s/it]
 98%|█████████▊| 19544/19900 [10:01:15<07:01,  1.18s/it]
 98%|█████████▊| 19545/19900 [10:01:16<06:48,  1.15s/it]
 98%|█████████▊| 19546/19900 [10:01:17<06:41,  1.13s/it]
 98%|█████████▊| 19547/19900 [10:01:18<06:26,  1.09s/it]
 98%|█████████▊| 19548/19900 [10:01:19<06:19,  1.08s/it]
 98%|█████████▊| 19549/19900 [10:01:20<06:09,  1.05s/it]
 98%|█████████▊| 19550/19900 [10:01:21<06:04,  1.04s/it]
 98%|█████████▊| 19551/19900 [10:01:22<05:51,  1.01s/it]
 98%|█████████▊| 19552/19900 [10:01:24<08:11,  1.41s/it]
 98%|█████████▊| 19553/19900 [10:01:26<09:23,  1.63s/it]
 98%|█████████▊| 19554/19900 [10:01:28<09:59,  1.73s/it]
 98%|█████████▊| 19555/19900 [10:01:30<10:18,  1.79s/it]
 98%|█████████▊| 19556/19900 [10:01:32<10:30,  1.83s/it]
 98%|█████████▊| 19557/19900 [10:01:34<10:29,  1.84s/it]
 98%|█████████▊| 19558/19900 [10:01:36<10:23,  1.82s/it]
 98%|█████████▊| 19559/19900 [10:01:38<10:17,  1.81s/it]
 98%|█████████▊| 19560/19900 [10:01:39<10:06,  1.78s/it]
 98%|█████████▊| 19561/19900 [10:01:41<09:54,  1.75s/it]
 98%|█████████▊| 19562/19900 [10:01:43<09:37,  1.71s/it]
 98%|█████████▊| 19563/19900 [10:01:44<09:30,  1.69s/it]
 98%|█████████▊| 19564/19900 [10:01:46<09:22,  1.67s/it]
 98%|█████████▊| 19565/19900 [10:01:48<09:13,  1.65s/it]
 98%|█████████▊| 19566/19900 [10:01:49<09:07,  1.64s/it]
 98%|█████████▊| 19567/19900 [10:01:51<08:55,  1.61s/it]
 98%|█████████▊| 19568/19900 [10:01:52<08:49,  1.60s/it]
 98%|█████████▊| 19569/19900 [10:01:54<08:37,  1.56s/it]
 98%|█████████▊| 19570/19900 [10:01:55<08:29,  1.54s/it]
 98%|█████████▊| 19571/19900 [10:01:57<08:19,  1.52s/it]
 98%|█████████▊| 19572/19900 [10:01:58<08:11,  1.50s/it]
 98%|█████████▊| 19573/19900 [10:02:00<08:12,  1.51s/it]
 98%|█████████▊| 19574/19900 [10:02:01<08:14,  1.52s/it]
 98%|█████████▊| 19575/19900 [10:02:03<08:09,  1.50s/it]
 98%|█████████▊| 19576/19900 [10:02:04<07:58,  1.48s/it]
 98%|█████████▊| 19577/19900 [10:02:06<07:45,  1.44s/it]
 98%|█████████▊| 19578/19900 [10:02:07<07:34,  1.41s/it]
 98%|█████████▊| 19579/19900 [10:02:08<07:26,  1.39s/it]
 98%|█████████▊| 19580/19900 [10:02:10<07:20,  1.38s/it]
 98%|█████████▊| 19581/19900 [10:02:11<07:11,  1.35s/it]
 98%|█████████▊| 19582/19900 [10:02:12<07:09,  1.35s/it]
 98%|█████████▊| 19583/19900 [10:02:14<07:03,  1.34s/it]
 98%|█████████▊| 19584/19900 [10:02:15<07:02,  1.34s/it]
 98%|█████████▊| 19585/19900 [10:02:16<06:54,  1.32s/it]
 98%|█████████▊| 19586/19900 [10:02:17<06:45,  1.29s/it]
 98%|█████████▊| 19587/19900 [10:02:19<06:41,  1.28s/it]
 98%|█████████▊| 19588/19900 [10:02:20<06:33,  1.26s/it]
 98%|█████████▊| 19589/19900 [10:02:21<06:28,  1.25s/it]
 98%|█████████▊| 19590/19900 [10:02:22<06:24,  1.24s/it]
 98%|█████████▊| 19591/19900 [10:02:23<06:19,  1.23s/it]
 98%|█████████▊| 19592/19900 [10:02:25<06:08,  1.20s/it]
 98%|█████████▊| 19593/19900 [10:02:26<05:55,  1.16s/it]
 98%|█████████▊| 19594/19900 [10:02:27<05:43,  1.12s/it]
 98%|█████████▊| 19595/19900 [10:02:28<05:33,  1.09s/it]
 98%|█████████▊| 19596/19900 [10:02:29<05:24,  1.07s/it]
 98%|█████████▊| 19597/19900 [10:02:30<05:20,  1.06s/it]
 98%|█████████▊| 19598/19900 [10:02:31<05:18,  1.06s/it]
 98%|█████████▊| 19599/19900 [10:02:32<05:13,  1.04s/it]
 98%|█████████▊| 19600/19900 [10:02:33<05:06,  1.02s/it]
                                                        

 98%|█████████▊| 19600/19900 [10:02:33<05:06,  1.02s/it]
 98%|█████████▊| 19601/19900 [10:02:35<07:22,  1.48s/it]
 99%|█████████▊| 19602/19900 [10:02:37<08:13,  1.65s/it]
 99%|█████████▊| 19603/19900 [10:02:39<08:39,  1.75s/it]
 99%|█████████▊| 19604/19900 [10:02:41<08:49,  1.79s/it]
 99%|█████████▊| 19605/19900 [10:02:43<08:56,  1.82s/it]
 99%|█████████▊| 19606/19900 [10:02:45<08:52,  1.81s/it]
 99%|█████████▊| 19607/19900 [10:02:47<08:41,  1.78s/it]
 99%|█████████▊| 19608/19900 [10:02:48<08:37,  1.77s/it]
 99%|█████████▊| 19609/19900 [10:02:50<08:26,  1.74s/it]
 99%|█████████▊| 19610/19900 [10:02:52<08:13,  1.70s/it]
 99%|█████████▊| 19611/19900 [10:02:53<08:06,  1.68s/it]
 99%|█████████▊| 19612/19900 [10:02:55<08:04,  1.68s/it]
 99%|█████████▊| 19613/19900 [10:02:57<07:52,  1.65s/it]
 99%|█████████▊| 19614/19900 [10:02:58<07:44,  1.62s/it]
 99%|█████████▊| 19615/19900 [10:03:00<07:40,  1.61s/it]
 99%|█████████▊| 19616/19900 [10:03:01<07:41,  1.63s/it]
 99%|█████████▊| 19617/19900 [10:03:03<07:27,  1.58s/it]
 99%|█████████▊| 19618/19900 [10:03:04<07:20,  1.56s/it]
 99%|█████████▊| 19619/19900 [10:03:06<07:19,  1.57s/it]
 99%|█████████▊| 19620/19900 [10:03:07<07:12,  1.54s/it]
 99%|█████████▊| 19621/19900 [10:03:09<07:05,  1.52s/it]
 99%|█████████▊| 19622/19900 [10:03:10<06:58,  1.50s/it]
 99%|█████████▊| 19623/19900 [10:03:12<06:48,  1.48s/it]
 99%|█████████▊| 19624/19900 [10:03:13<06:42,  1.46s/it]
 99%|█████████▊| 19625/19900 [10:03:15<06:37,  1.45s/it]
 99%|█████████▊| 19626/19900 [10:03:16<06:30,  1.42s/it]
 99%|█████████▊| 19627/19900 [10:03:17<06:22,  1.40s/it]
 99%|█████████▊| 19628/19900 [10:03:19<06:15,  1.38s/it]
 99%|█████████▊| 19629/19900 [10:03:20<06:13,  1.38s/it]
 99%|█████████▊| 19630/19900 [10:03:21<06:05,  1.35s/it]
 99%|█████████▊| 19631/19900 [10:03:23<05:57,  1.33s/it]
 99%|█████████▊| 19632/19900 [10:03:24<05:53,  1.32s/it]
 99%|█████████▊| 19633/19900 [10:03:25<05:45,  1.29s/it]
 99%|█████████▊| 19634/19900 [10:03:26<05:45,  1.30s/it]
 99%|█████████▊| 19635/19900 [10:03:28<05:40,  1.29s/it]
 99%|█████████▊| 19636/19900 [10:03:29<05:41,  1.29s/it]
 99%|█████████▊| 19637/19900 [10:03:30<05:37,  1.28s/it]
 99%|█████████▊| 19638/19900 [10:03:31<05:27,  1.25s/it]
 99%|█████████▊| 19639/19900 [10:03:33<05:23,  1.24s/it]
 99%|█████████▊| 19640/19900 [10:03:34<05:18,  1.23s/it]
 99%|█████████▊| 19641/19900 [10:03:35<05:08,  1.19s/it]
 99%|█████████▊| 19642/19900 [10:03:36<04:57,  1.15s/it]
 99%|█████████▊| 19643/19900 [10:03:37<04:56,  1.15s/it]
 99%|█████████▊| 19644/19900 [10:03:38<04:47,  1.12s/it]
 99%|█████████▊| 19645/19900 [10:03:39<04:39,  1.10s/it]
 99%|█████████▊| 19646/19900 [10:03:40<04:36,  1.09s/it]
 99%|█████████▊| 19647/19900 [10:03:41<04:28,  1.06s/it]
 99%|█████████▊| 19648/19900 [10:03:42<04:19,  1.03s/it]
 99%|█████████▊| 19649/19900 [10:03:43<04:09,  1.00it/s]
 99%|█████████▊| 19650/19900 [10:03:46<05:53,  1.41s/it]
 99%|█████████▊| 19651/19900 [10:03:48<06:47,  1.64s/it]
 99%|█████████▉| 19652/19900 [10:03:50<07:12,  1.74s/it]
 99%|█████████▉| 19653/19900 [10:03:52<07:24,  1.80s/it]
 99%|█████████▉| 19654/19900 [10:03:54<07:28,  1.82s/it]
 99%|█████████▉| 19655/19900 [10:03:55<07:26,  1.82s/it]
 99%|█████████▉| 19656/19900 [10:03:57<07:19,  1.80s/it]
 99%|█████████▉| 19657/19900 [10:03:59<07:13,  1.78s/it]
 99%|█████████▉| 19658/19900 [10:04:01<07:06,  1.76s/it]
 99%|█████████▉| 19659/19900 [10:04:02<06:57,  1.73s/it]
 99%|█████████▉| 19660/19900 [10:04:04<06:49,  1.71s/it]
 99%|█████████▉| 19661/19900 [10:04:06<06:49,  1.71s/it]
 99%|█████████▉| 19662/19900 [10:04:07<06:47,  1.71s/it]
 99%|█████████▉| 19663/19900 [10:04:09<06:40,  1.69s/it]
 99%|█████████▉| 19664/19900 [10:04:11<06:31,  1.66s/it]
 99%|█████████▉| 19665/19900 [10:04:12<06:22,  1.63s/it]
 99%|█████████▉| 19666/19900 [10:04:14<06:13,  1.60s/it]
 99%|█████████▉| 19667/19900 [10:04:15<06:10,  1.59s/it]
 99%|█████████▉| 19668/19900 [10:04:17<06:02,  1.56s/it]
 99%|█████████▉| 19669/19900 [10:04:18<05:52,  1.53s/it]
 99%|█████████▉| 19670/19900 [10:04:20<05:46,  1.51s/it]
 99%|█████████▉| 19671/19900 [10:04:21<05:44,  1.50s/it]
 99%|█████████▉| 19672/19900 [10:04:23<05:43,  1.51s/it]
 99%|█████████▉| 19673/19900 [10:04:24<05:36,  1.48s/it]
 99%|█████████▉| 19674/19900 [10:04:26<05:36,  1.49s/it]
 99%|█████████▉| 19675/19900 [10:04:27<05:32,  1.48s/it]
 99%|█████████▉| 19676/19900 [10:04:28<05:22,  1.44s/it]
 99%|█████████▉| 19677/19900 [10:04:30<05:10,  1.39s/it]
 99%|█████████▉| 19678/19900 [10:04:31<05:07,  1.38s/it]
 99%|█████████▉| 19679/19900 [10:04:32<04:59,  1.36s/it]
 99%|█████████▉| 19680/19900 [10:04:34<04:54,  1.34s/it]
 99%|█████████▉| 19681/19900 [10:04:35<04:53,  1.34s/it]
 99%|█████████▉| 19682/19900 [10:04:36<04:45,  1.31s/it]
 99%|█████████▉| 19683/19900 [10:04:37<04:40,  1.29s/it]
 99%|█████████▉| 19684/19900 [10:04:39<04:41,  1.31s/it]
 99%|█████████▉| 19685/19900 [10:04:40<04:34,  1.28s/it]
 99%|█████████▉| 19686/19900 [10:04:41<04:33,  1.28s/it]
 99%|█████████▉| 19687/19900 [10:04:42<04:27,  1.26s/it]
 99%|█████████▉| 19688/19900 [10:04:44<04:22,  1.24s/it]
 99%|█████████▉| 19689/19900 [10:04:45<04:17,  1.22s/it]
 99%|█████████▉| 19690/19900 [10:04:46<04:13,  1.21s/it]
 99%|█████████▉| 19691/19900 [10:04:47<04:05,  1.17s/it]
 99%|█████████▉| 19692/19900 [10:04:48<03:57,  1.14s/it]
 99%|█████████▉| 19693/19900 [10:04:49<03:50,  1.11s/it]
 99%|█████████▉| 19694/19900 [10:04:50<03:45,  1.10s/it]
 99%|█████████▉| 19695/19900 [10:04:51<03:41,  1.08s/it]
 99%|█████████▉| 19696/19900 [10:04:52<03:42,  1.09s/it]
 99%|█████████▉| 19697/19900 [10:04:53<03:33,  1.05s/it]
 99%|█████████▉| 19698/19900 [10:04:54<03:23,  1.01s/it]
 99%|█████████▉| 19699/19900 [10:04:56<04:18,  1.28s/it]
 99%|█████████▉| 19700/19900 [10:04:58<04:32,  1.36s/it]
                                                        

 99%|█████████▉| 19700/19900 [10:04:58<04:32,  1.36s/it]
 99%|█████████▉| 19701/19900 [10:04:59<04:22,  1.32s/it]
 99%|█████████▉| 19702/19900 [10:05:02<05:47,  1.76s/it]
 99%|█████████▉| 19703/19900 [10:05:04<06:09,  1.88s/it]
 99%|█████████▉| 19704/19900 [10:05:06<06:14,  1.91s/it]
 99%|█████████▉| 19705/19900 [10:05:08<06:13,  1.91s/it]
 99%|█████████▉| 19706/19900 [10:05:10<06:10,  1.91s/it]
 99%|█████████▉| 19707/19900 [10:05:12<06:05,  1.90s/it]
 99%|█████████▉| 19708/19900 [10:05:13<05:56,  1.86s/it]
 99%|█████████▉| 19709/19900 [10:05:15<05:45,  1.81s/it]
 99%|█████████▉| 19710/19900 [10:05:17<05:35,  1.77s/it]
 99%|█████████▉| 19711/19900 [10:05:19<05:33,  1.77s/it]
 99%|█████████▉| 19712/19900 [10:05:20<05:26,  1.74s/it]
 99%|█████████▉| 19713/19900 [10:05:22<05:17,  1.70s/it]
 99%|█████████▉| 19714/19900 [10:05:23<05:09,  1.67s/it]
 99%|█████████▉| 19715/19900 [10:05:25<05:03,  1.64s/it]
 99%|█████████▉| 19716/19900 [10:05:26<04:54,  1.60s/it]
 99%|█████████▉| 19717/19900 [10:05:28<04:53,  1.60s/it]
 99%|█████████▉| 19718/19900 [10:05:30<04:50,  1.60s/it]
 99%|█████████▉| 19719/19900 [10:05:31<04:44,  1.57s/it]
 99%|█████████▉| 19720/19900 [10:05:33<04:39,  1.55s/it]
 99%|█████████▉| 19721/19900 [10:05:34<04:35,  1.54s/it]
 99%|█████████▉| 19722/19900 [10:05:36<04:28,  1.51s/it]
 99%|█████████▉| 19723/19900 [10:05:37<04:20,  1.47s/it]
 99%|█████████▉| 19724/19900 [10:05:38<04:19,  1.47s/it]
 99%|█████████▉| 19725/19900 [10:05:40<04:14,  1.46s/it]
 99%|█████████▉| 19726/19900 [10:05:41<04:10,  1.44s/it]
 99%|█████████▉| 19727/19900 [10:05:43<04:08,  1.44s/it]
 99%|█████████▉| 19728/19900 [10:05:44<04:06,  1.43s/it]
 99%|█████████▉| 19729/19900 [10:05:45<04:00,  1.40s/it]
 99%|█████████▉| 19730/19900 [10:05:47<03:52,  1.37s/it]
 99%|█████████▉| 19731/19900 [10:05:48<03:47,  1.35s/it]
 99%|█████████▉| 19732/19900 [10:05:49<03:42,  1.33s/it]
 99%|█████████▉| 19733/19900 [10:05:51<03:38,  1.31s/it]
 99%|█████████▉| 19734/19900 [10:05:52<03:36,  1.30s/it]
 99%|█████████▉| 19735/19900 [10:05:53<03:33,  1.29s/it]
 99%|█████████▉| 19736/19900 [10:05:54<03:30,  1.28s/it]
 99%|█████████▉| 19737/19900 [10:05:56<03:25,  1.26s/it]
 99%|█████████▉| 19738/19900 [10:05:57<03:22,  1.25s/it]
 99%|█████████▉| 19739/19900 [10:05:58<03:16,  1.22s/it]
 99%|█████████▉| 19740/19900 [10:05:59<03:14,  1.21s/it]
 99%|█████████▉| 19741/19900 [10:06:00<03:09,  1.19s/it]
 99%|█████████▉| 19742/19900 [10:06:02<03:08,  1.20s/it]
 99%|█████████▉| 19743/19900 [10:06:03<03:01,  1.16s/it]
 99%|█████████▉| 19744/19900 [10:06:04<02:55,  1.13s/it]
 99%|█████████▉| 19745/19900 [10:06:05<02:50,  1.10s/it]
 99%|█████████▉| 19746/19900 [10:06:06<02:41,  1.05s/it]
 99%|█████████▉| 19747/19900 [10:06:07<02:38,  1.03s/it]
 99%|█████████▉| 19748/19900 [10:06:08<02:34,  1.02s/it]
 99%|█████████▉| 19749/19900 [10:06:09<02:29,  1.01it/s]
 99%|█████████▉| 19750/19900 [10:06:09<02:23,  1.04it/s]
 99%|█████████▉| 19751/19900 [10:06:12<03:29,  1.41s/it]
 99%|█████████▉| 19752/19900 [10:06:14<04:06,  1.67s/it]
 99%|█████████▉| 19753/19900 [10:06:16<04:20,  1.77s/it]
 99%|█████████▉| 19754/19900 [10:06:18<04:26,  1.82s/it]
 99%|█████████▉| 19755/19900 [10:06:20<04:26,  1.84s/it]
 99%|█████████▉| 19756/19900 [10:06:22<04:21,  1.82s/it]
 99%|█████████▉| 19757/19900 [10:06:24<04:17,  1.80s/it]
 99%|█████████▉| 19758/19900 [10:06:25<04:12,  1.78s/it]
 99%|█████████▉| 19759/19900 [10:06:27<04:06,  1.75s/it]
 99%|█████████▉| 19760/19900 [10:06:29<04:01,  1.73s/it]
 99%|█████████▉| 19761/19900 [10:06:30<04:00,  1.73s/it]
 99%|█████████▉| 19762/19900 [10:06:32<03:54,  1.70s/it]
 99%|█████████▉| 19763/19900 [10:06:34<03:52,  1.70s/it]
 99%|█████████▉| 19764/19900 [10:06:35<03:53,  1.72s/it]
 99%|█████████▉| 19765/19900 [10:06:37<03:49,  1.70s/it]
 99%|█████████▉| 19766/19900 [10:06:39<03:41,  1.65s/it]
 99%|█████████▉| 19767/19900 [10:06:40<03:35,  1.62s/it]
 99%|█████████▉| 19768/19900 [10:06:42<03:30,  1.59s/it]
 99%|█████████▉| 19769/19900 [10:06:43<03:26,  1.58s/it]
 99%|█████████▉| 19770/19900 [10:06:45<03:22,  1.56s/it]
 99%|█████████▉| 19771/19900 [10:06:46<03:16,  1.52s/it]
 99%|█████████▉| 19772/19900 [10:06:48<03:14,  1.52s/it]
 99%|█████████▉| 19773/19900 [10:06:49<03:10,  1.50s/it]
 99%|█████████▉| 19774/19900 [10:06:51<03:04,  1.47s/it]
 99%|█████████▉| 19775/19900 [10:06:52<03:01,  1.45s/it]
 99%|█████████▉| 19776/19900 [10:06:53<02:59,  1.45s/it]
 99%|█████████▉| 19777/19900 [10:06:55<02:55,  1.43s/it]
 99%|█████████▉| 19778/19900 [10:06:56<02:50,  1.40s/it]
 99%|█████████▉| 19779/19900 [10:06:57<02:47,  1.38s/it]
 99%|█████████▉| 19780/19900 [10:06:59<02:44,  1.37s/it]
 99%|█████████▉| 19781/19900 [10:07:00<02:44,  1.38s/it]
 99%|█████████▉| 19782/19900 [10:07:02<02:41,  1.37s/it]
 99%|█████████▉| 19783/19900 [10:07:03<02:34,  1.32s/it]
 99%|█████████▉| 19784/19900 [10:07:04<02:33,  1.32s/it]
 99%|█████████▉| 19785/19900 [10:07:05<02:30,  1.31s/it]
 99%|█████████▉| 19786/19900 [10:07:07<02:27,  1.29s/it]
 99%|█████████▉| 19787/19900 [10:07:08<02:23,  1.27s/it]
 99%|█████████▉| 19788/19900 [10:07:09<02:20,  1.26s/it]
 99%|█████████▉| 19789/19900 [10:07:10<02:16,  1.23s/it]
 99%|█████████▉| 19790/19900 [10:07:12<02:18,  1.26s/it]
 99%|█████████▉| 19791/19900 [10:07:13<02:13,  1.22s/it]
 99%|█████████▉| 19792/19900 [10:07:14<02:10,  1.20s/it]
 99%|█████████▉| 19793/19900 [10:07:15<02:05,  1.17s/it]
 99%|█████████▉| 19794/19900 [10:07:16<02:00,  1.14s/it]
 99%|█████████▉| 19795/19900 [10:07:17<01:56,  1.11s/it]
 99%|█████████▉| 19796/19900 [10:07:18<01:53,  1.09s/it]
 99%|█████████▉| 19797/19900 [10:07:19<01:51,  1.09s/it]
 99%|█████████▉| 19798/19900 [10:07:20<01:45,  1.04s/it]
 99%|█████████▉| 19799/19900 [10:07:21<01:39,  1.01it/s]
 99%|█████████▉| 19800/19900 [10:07:23<02:20,  1.41s/it]
                                                        

 99%|█████████▉| 19800/19900 [10:07:23<02:20,  1.41s/it]
100%|█████████▉| 19801/19900 [10:07:25<02:38,  1.60s/it]
100%|█████████▉| 19802/19900 [10:07:27<02:48,  1.72s/it]
100%|█████████▉| 19803/19900 [10:07:29<02:52,  1.78s/it]
100%|█████████▉| 19804/19900 [10:07:31<02:51,  1.79s/it]
100%|█████████▉| 19805/19900 [10:07:33<02:50,  1.79s/it]
100%|█████████▉| 19806/19900 [10:07:35<02:46,  1.78s/it]
100%|█████████▉| 19807/19900 [10:07:36<02:43,  1.76s/it]
100%|█████████▉| 19808/19900 [10:07:38<02:40,  1.75s/it]
100%|█████████▉| 19809/19900 [10:07:40<02:36,  1.72s/it]
100%|█████████▉| 19810/19900 [10:07:41<02:33,  1.70s/it]
100%|█████████▉| 19811/19900 [10:07:43<02:28,  1.67s/it]
100%|█████████▉| 19812/19900 [10:07:45<02:25,  1.65s/it]
100%|█████████▉| 19813/19900 [10:07:46<02:22,  1.64s/it]
100%|█████████▉| 19814/19900 [10:07:48<02:18,  1.61s/it]
100%|█████████▉| 19815/19900 [10:07:49<02:18,  1.63s/it]
100%|█████████▉| 19816/19900 [10:07:51<02:14,  1.60s/it]
100%|█████████▉| 19817/19900 [10:07:53<02:11,  1.59s/it]
100%|█████████▉| 19818/19900 [10:07:54<02:07,  1.55s/it]
100%|█████████▉| 19819/19900 [10:07:56<02:04,  1.53s/it]
100%|█████████▉| 19820/19900 [10:07:57<02:01,  1.52s/it]
100%|█████████▉| 19821/19900 [10:07:58<01:58,  1.50s/it]
100%|█████████▉| 19822/19900 [10:08:00<01:55,  1.47s/it]
100%|█████████▉| 19823/19900 [10:08:01<01:53,  1.47s/it]
100%|█████████▉| 19824/19900 [10:08:03<01:50,  1.45s/it]
100%|█████████▉| 19825/19900 [10:08:04<01:47,  1.43s/it]
100%|█████████▉| 19826/19900 [10:08:06<01:44,  1.41s/it]
100%|█████████▉| 19827/19900 [10:08:07<01:42,  1.40s/it]
100%|█████████▉| 19828/19900 [10:08:08<01:40,  1.40s/it]
100%|█████████▉| 19829/19900 [10:08:10<01:36,  1.36s/it]
100%|█████████▉| 19830/19900 [10:08:11<01:33,  1.33s/it]
100%|█████████▉| 19831/19900 [10:08:12<01:31,  1.32s/it]
100%|█████████▉| 19832/19900 [10:08:13<01:29,  1.31s/it]
100%|█████████▉| 19833/19900 [10:08:15<01:27,  1.31s/it]
100%|█████████▉| 19834/19900 [10:08:16<01:25,  1.30s/it]
100%|█████████▉| 19835/19900 [10:08:17<01:24,  1.30s/it]
100%|█████████▉| 19836/19900 [10:08:19<01:21,  1.27s/it]
100%|█████████▉| 19837/19900 [10:08:20<01:19,  1.26s/it]
100%|█████████▉| 19838/19900 [10:08:21<01:16,  1.24s/it]
100%|█████████▉| 19839/19900 [10:08:22<01:13,  1.21s/it]
100%|█████████▉| 19840/19900 [10:08:23<01:10,  1.18s/it]
100%|█████████▉| 19841/19900 [10:08:24<01:07,  1.15s/it]
100%|█████████▉| 19842/19900 [10:08:25<01:05,  1.13s/it]
100%|█████████▉| 19843/19900 [10:08:26<01:03,  1.11s/it]
100%|█████████▉| 19844/19900 [10:08:27<01:01,  1.10s/it]
100%|█████████▉| 19845/19900 [10:08:29<00:59,  1.08s/it]
100%|█████████▉| 19846/19900 [10:08:30<00:56,  1.05s/it]
100%|█████████▉| 19847/19900 [10:08:31<00:54,  1.03s/it]
100%|█████████▉| 19848/19900 [10:08:31<00:52,  1.00s/it]
100%|█████████▉| 19849/19900 [10:08:34<01:13,  1.43s/it]
100%|█████████▉| 19850/19900 [10:08:36<01:22,  1.64s/it]
100%|█████████▉| 19851/19900 [10:08:38<01:24,  1.73s/it]
100%|█████████▉| 19852/19900 [10:08:40<01:25,  1.78s/it]
100%|█████████▉| 19853/19900 [10:08:42<01:24,  1.80s/it]
100%|█████████▉| 19854/19900 [10:08:44<01:23,  1.81s/it]
100%|█████████▉| 19855/19900 [10:08:45<01:21,  1.80s/it]
100%|█████████▉| 19856/19900 [10:08:47<01:18,  1.79s/it]
100%|█████████▉| 19857/19900 [10:08:49<01:15,  1.76s/it]
100%|█████████▉| 19858/19900 [10:08:50<01:12,  1.73s/it]
100%|█████████▉| 19859/19900 [10:08:52<01:10,  1.73s/it]
100%|█████████▉| 19860/19900 [10:08:54<01:08,  1.71s/it]
100%|█████████▉| 19861/19900 [10:08:55<01:05,  1.68s/it]
100%|█████████▉| 19862/19900 [10:08:57<01:02,  1.65s/it]
100%|█████████▉| 19863/19900 [10:08:59<01:00,  1.63s/it]
100%|█████████▉| 19864/19900 [10:09:00<00:57,  1.61s/it]
100%|█████████▉| 19865/19900 [10:09:02<00:55,  1.58s/it]
100%|█████████▉| 19866/19900 [10:09:03<00:53,  1.57s/it]
100%|█████████▉| 19867/19900 [10:09:05<00:50,  1.55s/it]
100%|█████████▉| 19868/19900 [10:09:06<00:49,  1.55s/it]
100%|█████████▉| 19869/19900 [10:09:08<00:47,  1.53s/it]
100%|█████████▉| 19870/19900 [10:09:09<00:45,  1.52s/it]
100%|█████████▉| 19871/19900 [10:09:11<00:43,  1.48s/it]
100%|█████████▉| 19872/19900 [10:09:12<00:41,  1.48s/it]
100%|█████████▉| 19873/19900 [10:09:13<00:39,  1.45s/it]
100%|█████████▉| 19874/19900 [10:09:15<00:37,  1.45s/it]
100%|█████████▉| 19875/19900 [10:09:16<00:35,  1.41s/it]
100%|█████████▉| 19876/19900 [10:09:18<00:33,  1.40s/it]
100%|█████████▉| 19877/19900 [10:09:19<00:31,  1.36s/it]
100%|█████████▉| 19878/19900 [10:09:20<00:29,  1.33s/it]
100%|█████████▉| 19879/19900 [10:09:21<00:27,  1.31s/it]
100%|█████████▉| 19880/19900 [10:09:23<00:25,  1.29s/it]
100%|█████████▉| 19881/19900 [10:09:24<00:24,  1.28s/it]
100%|█████████▉| 19882/19900 [10:09:25<00:22,  1.27s/it]
100%|█████████▉| 19883/19900 [10:09:26<00:21,  1.28s/it]
100%|█████████▉| 19884/19900 [10:09:28<00:20,  1.27s/it]
100%|█████████▉| 19885/19900 [10:09:29<00:18,  1.24s/it]
100%|█████████▉| 19886/19900 [10:09:30<00:17,  1.25s/it]
100%|█████████▉| 19887/19900 [10:09:31<00:16,  1.26s/it]
100%|█████████▉| 19888/19900 [10:09:33<00:14,  1.22s/it]
100%|█████████▉| 19889/19900 [10:09:34<00:13,  1.21s/it]
100%|█████████▉| 19890/19900 [10:09:35<00:11,  1.19s/it]
100%|█████████▉| 19891/19900 [10:09:36<00:10,  1.17s/it]
100%|█████████▉| 19892/19900 [10:09:37<00:09,  1.15s/it]
100%|█████████▉| 19893/19900 [10:09:38<00:07,  1.11s/it]
100%|█████████▉| 19894/19900 [10:09:39<00:06,  1.07s/it]
100%|█████████▉| 19895/19900 [10:09:40<00:05,  1.05s/it]
100%|█████████▉| 19896/19900 [10:09:41<00:04,  1.04s/it]
100%|█████████▉| 19897/19900 [10:09:42<00:02,  1.02it/s]
100%|█████████▉| 19898/19900 [10:09:44<00:02,  1.28s/it]
100%|█████████▉| 19899/19900 [10:09:45<00:01,  1.35s/it]
100%|██████████| 19900/19900 [10:09:47<00:00,  1.31s/it]
                                                        

100%|██████████| 19900/19900 [10:09:47<00:00,  1.31s/it]

Training completed. Do not forget to share your model on huggingface.co/models =)



                                                        

100%|██████████| 19900/19900 [10:09:47<00:00,  1.31s/it]
100%|██████████| 19900/19900 [10:09:47<00:00,  1.84s/it]
Saving model checkpoint to ./
Configuration saved in ./config.json
Model weights saved in ./pytorch_model.bin
Configuration saved in ./preprocessor_config.json
Saving model checkpoint to ./
Configuration saved in ./config.json
Model weights saved in ./pytorch_model.bin
Configuration saved in ./preprocessor_config.json
{'eval_loss': 1.180108904838562, 'eval_wer': 0.8620689655172413, 'eval_cer': 0.2968590450516685, 'eval_runtime': 123.9462, 'eval_samples_per_second': 23.865, 'eval_steps_per_second': 2.985, 'epoch': 97.99}
{'loss': 2.0277, 'learning_rate': 1.3156424581005587e-06, 'epoch': 98.49}
{'loss': 2.0545, 'learning_rate': 8.966480446927373e-07, 'epoch': 98.99}
{'loss': 2.0502, 'learning_rate': 4.776536312849162e-07, 'epoch': 99.5}
{'loss': 2.0333, 'learning_rate': 5.865921787709496e-08, 'epoch': 100.0}
{'train_runtime': 36587.1788, 'train_samples_per_second': 17.438, 'train_steps_per_second': 0.544, 'train_loss': 5.91964619928868, 'epoch': 100.0}

Upload file pytorch_model.bin:   0%|          | 3.37k/1.19G [00:00<?, ?B/s]

Upload file runs/Feb06_11-36-42_job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb/events.out.tfevents.1644147756.job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb:   7%|▋         | 3.38k/49.5k [00:00<?, ?B/s]
Upload file pytorch_model.bin:   0%|          | 3.44M/1.19G [00:01<05:54, 3.58MB/s]
Upload file pytorch_model.bin:   2%|▏         | 24.2M/1.19G [00:02<01:28, 14.0MB/s]
Upload file pytorch_model.bin:   4%|▍         | 48.5M/1.19G [00:03<01:04, 19.0MB/s]
Upload file pytorch_model.bin:   6%|▌         | 72.2M/1.19G [00:04<00:57, 21.0MB/s]
Upload file pytorch_model.bin:   8%|▊         | 95.8M/1.19G [00:05<00:53, 22.1MB/s]
Upload file pytorch_model.bin:  10%|▉         | 121M/1.19G [00:06<00:49, 23.1MB/s] 
Upload file pytorch_model.bin:  12%|█▏        | 145M/1.19G [00:07<00:47, 23.5MB/s]
Upload file pytorch_model.bin:  14%|█▍        | 170M/1.19G [00:08<00:45, 24.2MB/s]
Upload file pytorch_model.bin:  16%|█▌        | 195M/1.19G [00:09<00:43, 24.5MB/s]
Upload file pytorch_model.bin:  18%|█▊        | 217M/1.19G [00:10<00:43, 23.9MB/s]
Upload file pytorch_model.bin:  20%|█▉        | 241M/1.19G [00:11<00:42, 24.0MB/s]
Upload file pytorch_model.bin:  22%|██▏       | 266M/1.19G [00:12<00:40, 24.5MB/s]
Upload file pytorch_model.bin:  24%|██▍       | 292M/1.19G [00:13<00:38, 25.0MB/s]
Upload file pytorch_model.bin:  26%|██▌       | 318M/1.19G [00:14<00:36, 25.5MB/s]
Upload file pytorch_model.bin:  28%|██▊       | 341M/1.19G [00:15<00:36, 25.0MB/s]
Upload file pytorch_model.bin:  30%|███       | 366M/1.19G [00:16<00:35, 25.2MB/s]
Upload file pytorch_model.bin:  32%|███▏      | 391M/1.19G [00:17<00:34, 25.0MB/s]
Upload file pytorch_model.bin:  34%|███▍      | 416M/1.19G [00:18<00:33, 25.0MB/s]
Upload file pytorch_model.bin:  36%|███▋      | 441M/1.19G [00:19<00:32, 25.1MB/s]
Upload file pytorch_model.bin:  38%|███▊      | 464M/1.19G [00:20<00:31, 24.7MB/s]
Upload file pytorch_model.bin:  40%|████      | 488M/1.19G [00:21<00:30, 24.8MB/s]
Upload file pytorch_model.bin:  42%|████▏     | 513M/1.19G [00:22<00:29, 25.0MB/s]
Upload file pytorch_model.bin:  44%|████▍     | 536M/1.19G [00:23<00:28, 24.5MB/s]
Upload file pytorch_model.bin:  46%|████▌     | 561M/1.19G [00:24<00:27, 24.8MB/s]
Upload file pytorch_model.bin:  48%|████▊     | 586M/1.19G [00:25<00:26, 25.0MB/s]
Upload file pytorch_model.bin:  50%|█████     | 611M/1.19G [00:26<00:25, 25.0MB/s]
Upload file pytorch_model.bin:  52%|█████▏    | 634M/1.19G [00:27<00:24, 24.6MB/s]
Upload file pytorch_model.bin:  54%|█████▍    | 656M/1.19G [00:28<00:24, 24.2MB/s]
Upload file pytorch_model.bin:  56%|█████▌    | 679M/1.19G [00:29<00:23, 24.0MB/s]
Upload file pytorch_model.bin:  58%|█████▊    | 705M/1.19G [00:30<00:21, 24.5MB/s]
Upload file pytorch_model.bin:  60%|██████    | 731M/1.19G [00:31<00:20, 25.2MB/s]
Upload file pytorch_model.bin:  62%|██████▏   | 755M/1.19G [00:32<00:19, 25.0MB/s]
Upload file pytorch_model.bin:  64%|██████▍   | 781M/1.19G [00:33<00:17, 25.5MB/s]
Upload file pytorch_model.bin:  66%|██████▋   | 804M/1.19G [00:34<00:17, 25.1MB/s]
Upload file pytorch_model.bin:  68%|██████▊   | 828M/1.19G [00:36<00:16, 24.9MB/s]
Upload file pytorch_model.bin:  70%|███████   | 855M/1.19G [00:37<00:14, 25.7MB/s]
Upload file pytorch_model.bin:  72%|███████▏  | 880M/1.19G [00:38<00:13, 25.5MB/s]
Upload file pytorch_model.bin:  75%|███████▍  | 905M/1.19G [00:39<00:12, 25.4MB/s]
Upload file pytorch_model.bin:  77%|███████▋  | 931M/1.19G [00:40<00:11, 25.6MB/s]
Upload file pytorch_model.bin:  79%|███████▊  | 954M/1.19G [00:41<00:10, 25.1MB/s]
Upload file pytorch_model.bin:  81%|████████  | 983M/1.19G [00:42<00:09, 26.4MB/s]
Upload file pytorch_model.bin:  83%|████████▎ | 0.98G/1.19G [00:43<00:08, 26.0MB/s]
Upload file pytorch_model.bin:  85%|████████▌ | 1.01G/1.19G [00:44<00:07, 25.4MB/s]
Upload file pytorch_model.bin:  87%|████████▋ | 1.03G/1.19G [00:45<00:06, 25.7MB/s]
Upload file pytorch_model.bin:  89%|████████▉ | 1.06G/1.19G [00:46<00:05, 25.1MB/s]
Upload file pytorch_model.bin:  91%|█████████ | 1.08G/1.19G [00:47<00:04, 24.9MB/s]
Upload file pytorch_model.bin:  93%|█████████▎| 1.11G/1.19G [00:48<00:03, 25.6MB/s]
Upload file pytorch_model.bin:  95%|█████████▌| 1.13G/1.19G [00:49<00:02, 25.0MB/s]
Upload file pytorch_model.bin:  97%|█████████▋| 1.15G/1.19G [00:50<00:01, 24.9MB/s]
Upload file pytorch_model.bin:  99%|█████████▉| 1.17G/1.19G [00:51<00:00, 24.6MB/s]To https://huggingface.co/StevenLimcorn/wav2vec2-xls-r-300m-zh-TW
   b94fb3e..97bab54  main -> main

02/06/2022 21:54:30 - WARNING - huggingface_hub.repository - To https://huggingface.co/StevenLimcorn/wav2vec2-xls-r-300m-zh-TW
   b94fb3e..97bab54  main -> main


Upload file pytorch_model.bin: 100%|██████████| 1.19G/1.19G [00:52<00:00, 20.8MB/s]
Upload file pytorch_model.bin: 100%|██████████| 1.19G/1.19G [00:52<00:00, 20.8MB/s]
Upload file pytorch_model.bin: 100%|██████████| 1.19G/1.19G [00:52<00:00, 24.2MB/s]


Upload file runs/Feb06_11-36-42_job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb/events.out.tfevents.1644147756.job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb: 100%|██████████| 49.5k/49.5k [00:52<00:00, 900B/s]

Upload file runs/Feb06_11-36-42_job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb/events.out.tfevents.1644147756.job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb: 100%|██████████| 49.5k/49.5k [00:52<00:00, 900B/s]
Upload file runs/Feb06_11-36-42_job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb/events.out.tfevents.1644147756.job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb: 100%|██████████| 49.5k/49.5k [00:52<00:00, 900B/s]
Dropping the following result as it does not have all the necessary fields:
{'dataset': {'name': 'common_voice', 'type': 'common_voice', 'args': 'zh-TW'}}
To https://huggingface.co/StevenLimcorn/wav2vec2-xls-r-300m-zh-TW
   97bab54..a214e6b  main -> main

02/06/2022 21:54:37 - WARNING - huggingface_hub.repository - To https://huggingface.co/StevenLimcorn/wav2vec2-xls-r-300m-zh-TW
   97bab54..a214e6b  main -> main

***** train metrics *****
  epoch                    =       100.0
  train_loss               =      5.9196
  train_runtime            = 10:09:47.17
  train_samples            =        6380
  train_samples_per_second =      17.438
  train_steps_per_second   =       0.544
02/06/2022 21:54:39 - 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.
***** Running Evaluation *****
  Num examples = 2958
  Batch size = 8

  0%|          | 0/370 [00:00<?, ?it/s]
  1%|          | 2/370 [00:00<00:43,  8.45it/s]
  1%|          | 3/370 [00:00<01:04,  5.69it/s]
  1%|          | 4/370 [00:00<01:15,  4.82it/s]
  1%|▏         | 5/370 [00:01<01:26,  4.23it/s]
  2%|▏         | 6/370 [00:01<01:28,  4.13it/s]
  2%|▏         | 7/370 [00:01<01:32,  3.93it/s]
  2%|▏         | 8/370 [00:01<01:36,  3.76it/s]
  2%|▏         | 9/370 [00:02<01:32,  3.92it/s]
  3%|▎         | 10/370 [00:02<01:33,  3.84it/s]
  3%|▎         | 11/370 [00:02<01:29,  4.00it/s]
  3%|▎         | 12/370 [00:02<01:27,  4.09it/s]
  4%|▎         | 13/370 [00:03<01:25,  4.16it/s]
  4%|▍         | 14/370 [00:03<01:28,  4.02it/s]
  4%|▍         | 15/370 [00:03<01:22,  4.33it/s]
  4%|▍         | 16/370 [00:03<01:23,  4.22it/s]
  5%|▍         | 17/370 [00:03<01:18,  4.51it/s]
  5%|▍         | 18/370 [00:04<01:13,  4.78it/s]
  5%|▌         | 19/370 [00:04<01:17,  4.55it/s]
  5%|▌         | 20/370 [00:04<01:19,  4.40it/s]
  6%|▌         | 21/370 [00:04<01:16,  4.53it/s]
  6%|▌         | 22/370 [00:05<01:18,  4.45it/s]
  6%|▌         | 23/370 [00:05<01:15,  4.60it/s]
  6%|▋         | 24/370 [00:05<01:16,  4.52it/s]
  7%|▋         | 25/370 [00:05<01:18,  4.42it/s]
  7%|▋         | 26/370 [00:05<01:13,  4.66it/s]
  7%|▋         | 27/370 [00:06<01:13,  4.67it/s]
  8%|▊         | 28/370 [00:06<01:14,  4.59it/s]
  8%|▊         | 29/370 [00:06<01:18,  4.35it/s]
  8%|▊         | 30/370 [00:06<01:21,  4.20it/s]
  8%|▊         | 31/370 [00:07<01:20,  4.20it/s]
  9%|▊         | 32/370 [00:07<01:18,  4.33it/s]
  9%|▉         | 33/370 [00:07<01:16,  4.39it/s]
  9%|▉         | 34/370 [00:07<01:18,  4.27it/s]
  9%|▉         | 35/370 [00:08<01:23,  4.03it/s]
 10%|▉         | 36/370 [00:08<01:21,  4.10it/s]
 10%|█         | 37/370 [00:08<01:19,  4.20it/s]
 10%|█         | 38/370 [00:08<01:18,  4.22it/s]
 11%|█         | 39/370 [00:09<01:20,  4.10it/s]
 11%|█         | 40/370 [00:09<01:21,  4.03it/s]
 11%|█         | 41/370 [00:09<01:18,  4.20it/s]
 11%|█▏        | 42/370 [00:09<01:20,  4.06it/s]
 12%|█▏        | 43/370 [00:10<01:21,  4.03it/s]
 12%|█▏        | 44/370 [00:10<01:17,  4.19it/s]
 12%|█▏        | 45/370 [00:10<01:24,  3.84it/s]
 12%|█▏        | 46/370 [00:10<01:21,  4.00it/s]
 13%|█▎        | 47/370 [00:11<01:27,  3.68it/s]
 13%|█▎        | 48/370 [00:11<01:29,  3.60it/s]
 13%|█▎        | 49/370 [00:11<01:23,  3.83it/s]
 14%|█▎        | 50/370 [00:11<01:16,  4.20it/s]
 14%|█▍        | 51/370 [00:12<01:23,  3.81it/s]
 14%|█▍        | 52/370 [00:12<01:16,  4.16it/s]
 14%|█▍        | 53/370 [00:12<01:20,  3.93it/s]
 15%|█▍        | 54/370 [00:12<01:16,  4.15it/s]
 15%|█▍        | 55/370 [00:13<01:24,  3.73it/s]
 15%|█▌        | 56/370 [00:13<01:22,  3.82it/s]
 15%|█▌        | 57/370 [00:13<01:14,  4.17it/s]
 16%|█▌        | 58/370 [00:13<01:20,  3.86it/s]
 16%|█▌        | 59/370 [00:14<01:17,  3.99it/s]
 16%|█▌        | 60/370 [00:14<01:12,  4.27it/s]
 16%|█▋        | 61/370 [00:14<01:13,  4.18it/s]
 17%|█▋        | 62/370 [00:14<01:14,  4.14it/s]
 17%|█▋        | 63/370 [00:14<01:09,  4.42it/s]
 17%|█▋        | 64/370 [00:15<01:07,  4.54it/s]
 18%|█▊        | 65/370 [00:15<01:09,  4.36it/s]
 18%|█▊        | 66/370 [00:15<01:08,  4.45it/s]
 18%|█▊        | 67/370 [00:15<01:11,  4.25it/s]
 18%|█▊        | 68/370 [00:16<01:16,  3.97it/s]
 19%|█▊        | 69/370 [00:16<01:11,  4.23it/s]
 19%|█▉        | 70/370 [00:16<01:09,  4.35it/s]
 19%|█▉        | 71/370 [00:16<01:12,  4.10it/s]
 19%|█▉        | 72/370 [00:17<01:06,  4.46it/s]
 20%|█▉        | 73/370 [00:17<01:06,  4.47it/s]
 20%|██        | 74/370 [00:17<01:12,  4.10it/s]
 20%|██        | 75/370 [00:17<01:20,  3.67it/s]
 21%|██        | 76/370 [00:18<01:12,  4.04it/s]
 21%|██        | 77/370 [00:18<01:13,  3.98it/s]
 21%|██        | 78/370 [00:18<01:11,  4.06it/s]
 21%|██▏       | 79/370 [00:18<01:14,  3.93it/s]
 22%|██▏       | 80/370 [00:19<01:10,  4.10it/s]
 22%|██▏       | 81/370 [00:19<01:06,  4.33it/s]
 22%|██▏       | 82/370 [00:19<01:05,  4.41it/s]
 22%|██▏       | 83/370 [00:19<01:05,  4.37it/s]
 23%|██▎       | 84/370 [00:19<01:06,  4.32it/s]
 23%|██▎       | 85/370 [00:20<01:03,  4.47it/s]
 23%|██▎       | 86/370 [00:20<01:02,  4.51it/s]
 24%|██▎       | 87/370 [00:20<01:06,  4.25it/s]
 24%|██▍       | 88/370 [00:20<01:12,  3.88it/s]
 24%|██▍       | 89/370 [00:21<01:19,  3.53it/s]
 24%|██▍       | 90/370 [00:21<01:12,  3.84it/s]
 25%|██▍       | 91/370 [00:21<01:08,  4.07it/s]
 25%|██▍       | 92/370 [00:22<01:14,  3.71it/s]
 25%|██▌       | 93/370 [00:22<01:18,  3.51it/s]
 25%|██▌       | 94/370 [00:22<01:13,  3.73it/s]
 26%|██▌       | 95/370 [00:22<01:19,  3.45it/s]
 26%|██▌       | 96/370 [00:23<01:16,  3.58it/s]
 26%|██▌       | 97/370 [00:23<01:11,  3.82it/s]
 26%|██▋       | 98/370 [00:23<01:08,  3.98it/s]
 27%|██▋       | 99/370 [00:23<01:06,  4.10it/s]
 27%|██▋       | 100/370 [00:24<01:02,  4.33it/s]
 27%|██▋       | 101/370 [00:24<00:59,  4.49it/s]
 28%|██▊       | 102/370 [00:24<00:57,  4.65it/s]
 28%|██▊       | 103/370 [00:24<00:56,  4.70it/s]
 28%|██▊       | 104/370 [00:25<01:03,  4.21it/s]
 28%|██▊       | 105/370 [00:25<01:05,  4.06it/s]
 29%|██▊       | 106/370 [00:25<01:04,  4.07it/s]
 29%|██▉       | 107/370 [00:25<01:02,  4.19it/s]
 29%|██▉       | 108/370 [00:26<01:05,  4.00it/s]
 29%|██▉       | 109/370 [00:26<01:04,  4.02it/s]
 30%|██▉       | 110/370 [00:26<01:00,  4.31it/s]
 30%|███       | 111/370 [00:26<01:00,  4.27it/s]
 30%|███       | 112/370 [00:26<01:01,  4.21it/s]
 31%|███       | 113/370 [00:27<00:59,  4.33it/s]
 31%|███       | 114/370 [00:27<00:57,  4.46it/s]
 31%|███       | 115/370 [00:27<00:59,  4.25it/s]
 31%|███▏      | 116/370 [00:27<01:02,  4.04it/s]
 32%|███▏      | 117/370 [00:28<01:06,  3.78it/s]
 32%|███▏      | 118/370 [00:28<01:04,  3.90it/s]
 32%|███▏      | 119/370 [00:28<01:02,  4.05it/s]
 32%|███▏      | 120/370 [00:28<00:59,  4.18it/s]
 33%|███▎      | 121/370 [00:29<00:58,  4.26it/s]
 33%|███▎      | 122/370 [00:29<00:57,  4.32it/s]
 33%|███▎      | 123/370 [00:29<00:58,  4.25it/s]
 34%|███▎      | 124/370 [00:29<00:54,  4.53it/s]
 34%|███▍      | 125/370 [00:30<00:55,  4.38it/s]
 34%|███▍      | 126/370 [00:30<01:00,  4.04it/s]
 34%|███▍      | 127/370 [00:30<01:00,  4.03it/s]
 35%|███▍      | 128/370 [00:30<01:04,  3.78it/s]
 35%|███▍      | 129/370 [00:31<01:05,  3.66it/s]
 35%|███▌      | 130/370 [00:31<01:05,  3.65it/s]
 35%|███▌      | 131/370 [00:31<01:12,  3.31it/s]
 36%|███▌      | 132/370 [00:31<01:04,  3.71it/s]
 36%|███▌      | 133/370 [00:32<01:02,  3.81it/s]
 36%|███▌      | 134/370 [00:32<00:59,  3.94it/s]
 36%|███▋      | 135/370 [00:32<01:00,  3.89it/s]
 37%|███▋      | 136/370 [00:32<00:58,  3.98it/s]
 37%|███▋      | 137/370 [00:33<00:57,  4.04it/s]
 37%|███▋      | 138/370 [00:33<00:56,  4.10it/s]
 38%|███▊      | 139/370 [00:33<00:59,  3.88it/s]
 38%|███▊      | 140/370 [00:33<00:55,  4.15it/s]
 38%|███▊      | 141/370 [00:34<01:00,  3.77it/s]
 38%|███▊      | 142/370 [00:34<00:59,  3.80it/s]
 39%|███▊      | 143/370 [00:34<00:59,  3.84it/s]
 39%|███▉      | 144/370 [00:35<00:59,  3.83it/s]
 39%|███▉      | 145/370 [00:35<01:00,  3.70it/s]
 39%|███▉      | 146/370 [00:35<00:56,  3.93it/s]
 40%|███▉      | 147/370 [00:35<00:55,  4.00it/s]
 40%|████      | 148/370 [00:36<00:57,  3.89it/s]
 40%|████      | 149/370 [00:36<00:56,  3.94it/s]
 41%|████      | 150/370 [00:36<00:50,  4.33it/s]
 41%|████      | 151/370 [00:36<00:48,  4.54it/s]
 41%|████      | 152/370 [00:36<00:49,  4.43it/s]
 41%|████▏     | 153/370 [00:37<00:51,  4.21it/s]
 42%|████▏     | 154/370 [00:37<00:51,  4.17it/s]
 42%|████▏     | 155/370 [00:37<00:50,  4.23it/s]
 42%|████▏     | 156/370 [00:37<00:54,  3.91it/s]
 42%|████▏     | 157/370 [00:38<00:54,  3.93it/s]
 43%|████▎     | 158/370 [00:38<00:52,  4.02it/s]
 43%|████▎     | 159/370 [00:38<00:49,  4.29it/s]
 43%|████▎     | 160/370 [00:38<00:49,  4.22it/s]
 44%|████▎     | 161/370 [00:39<00:49,  4.22it/s]
 44%|████▍     | 162/370 [00:39<00:50,  4.16it/s]
 44%|████▍     | 163/370 [00:39<00:47,  4.35it/s]
 44%|████▍     | 164/370 [00:39<00:48,  4.28it/s]
 45%|████▍     | 165/370 [00:40<00:49,  4.10it/s]
 45%|████▍     | 166/370 [00:40<00:50,  4.07it/s]
 45%|████▌     | 167/370 [00:40<00:49,  4.11it/s]
 45%|████▌     | 168/370 [00:40<00:48,  4.16it/s]
 46%|████▌     | 169/370 [00:41<00:47,  4.26it/s]
 46%|████▌     | 170/370 [00:41<00:47,  4.22it/s]
 46%|████▌     | 171/370 [00:41<00:48,  4.09it/s]
 46%|████▋     | 172/370 [00:41<00:44,  4.44it/s]
 47%|████▋     | 173/370 [00:41<00:40,  4.82it/s]
 47%|████▋     | 174/370 [00:42<00:45,  4.28it/s]
 47%|████▋     | 175/370 [00:42<00:43,  4.45it/s]
 48%|████▊     | 176/370 [00:42<00:41,  4.62it/s]
 48%|████▊     | 177/370 [00:42<00:44,  4.37it/s]
 48%|████▊     | 178/370 [00:43<00:44,  4.33it/s]
 48%|████▊     | 179/370 [00:43<00:44,  4.33it/s]
 49%|████▊     | 180/370 [00:43<00:40,  4.74it/s]
 49%|████▉     | 181/370 [00:43<00:43,  4.30it/s]
 49%|████▉     | 182/370 [00:43<00:42,  4.41it/s]
 49%|████▉     | 183/370 [00:44<00:47,  3.95it/s]
 50%|████▉     | 184/370 [00:44<00:45,  4.05it/s]
 50%|█████     | 185/370 [00:44<00:45,  4.03it/s]
 50%|█████     | 186/370 [00:44<00:44,  4.10it/s]
 51%|█████     | 187/370 [00:45<00:45,  4.03it/s]
 51%|█████     | 188/370 [00:45<00:44,  4.06it/s]
 51%|█████     | 189/370 [00:45<00:46,  3.93it/s]
 51%|█████▏    | 190/370 [00:46<00:47,  3.79it/s]
 52%|█████▏    | 191/370 [00:46<00:44,  4.03it/s]
 52%|█████▏    | 192/370 [00:46<00:49,  3.60it/s]
 52%|█████▏    | 193/370 [00:46<00:48,  3.66it/s]
 52%|█████▏    | 194/370 [00:47<00:42,  4.12it/s]
 53%|█████▎    | 195/370 [00:47<00:42,  4.10it/s]
 53%|█████▎    | 196/370 [00:47<00:41,  4.21it/s]
 53%|█████▎    | 197/370 [00:47<00:40,  4.28it/s]
 54%|█████▎    | 198/370 [00:47<00:40,  4.26it/s]
 54%|█████▍    | 199/370 [00:48<00:40,  4.19it/s]
 54%|█████▍    | 200/370 [00:48<00:47,  3.62it/s]
 54%|█████▍    | 201/370 [00:48<00:44,  3.82it/s]
 55%|█████▍    | 202/370 [00:49<00:43,  3.82it/s]
 55%|█████▍    | 203/370 [00:49<00:42,  3.97it/s]
 55%|█████▌    | 204/370 [00:49<00:43,  3.82it/s]
 55%|█████▌    | 205/370 [00:49<00:40,  4.09it/s]
 56%|█████▌    | 206/370 [00:50<00:42,  3.87it/s]
 56%|█████▌    | 207/370 [00:50<00:41,  3.91it/s]
 56%|█████▌    | 208/370 [00:50<00:43,  3.75it/s]
 56%|█████▋    | 209/370 [00:50<00:42,  3.79it/s]
 57%|█████▋    | 210/370 [00:51<00:43,  3.65it/s]
 57%|█████▋    | 211/370 [00:51<00:44,  3.57it/s]
 57%|█████▋    | 212/370 [00:51<00:43,  3.66it/s]
 58%|█████▊    | 213/370 [00:52<00:43,  3.60it/s]
 58%|█████▊    | 214/370 [00:52<00:40,  3.83it/s]
 58%|█████▊    | 215/370 [00:52<00:40,  3.85it/s]
 58%|█████▊    | 216/370 [00:52<00:39,  3.94it/s]
 59%|█████▊    | 217/370 [00:53<00:40,  3.73it/s]
 59%|█████▉    | 218/370 [00:53<00:37,  4.02it/s]
 59%|█████▉    | 219/370 [00:53<00:38,  3.97it/s]
 59%|█████▉    | 220/370 [00:53<00:37,  4.03it/s]
 60%|█████▉    | 221/370 [00:54<00:37,  3.93it/s]
 60%|██████    | 222/370 [00:54<00:36,  4.08it/s]
 60%|██████    | 223/370 [00:54<00:37,  3.91it/s]
 61%|██████    | 224/370 [00:54<00:40,  3.64it/s]
 61%|██████    | 225/370 [00:55<00:42,  3.40it/s]
 61%|██████    | 226/370 [00:55<00:40,  3.55it/s]
 61%|██████▏   | 227/370 [00:55<00:40,  3.52it/s]
 62%|██████▏   | 228/370 [00:56<00:40,  3.49it/s]
 62%|██████▏   | 229/370 [00:56<00:40,  3.49it/s]
 62%|██████▏   | 230/370 [00:56<00:39,  3.51it/s]
 62%|██████▏   | 231/370 [00:56<00:41,  3.38it/s]
 63%|██████▎   | 232/370 [00:57<00:41,  3.32it/s]
 63%|██████▎   | 233/370 [00:57<00:41,  3.31it/s]
 63%|██████▎   | 234/370 [00:57<00:39,  3.46it/s]
 64%|██████▎   | 235/370 [00:58<00:37,  3.61it/s]
 64%|██████▍   | 236/370 [00:58<00:35,  3.79it/s]
 64%|██████▍   | 237/370 [00:58<00:35,  3.75it/s]
 64%|██████▍   | 238/370 [00:58<00:36,  3.62it/s]
 65%|██████▍   | 239/370 [00:59<00:35,  3.69it/s]
 65%|██████▍   | 240/370 [00:59<00:36,  3.52it/s]
 65%|██████▌   | 241/370 [00:59<00:37,  3.46it/s]
 65%|██████▌   | 242/370 [00:59<00:35,  3.56it/s]
 66%|██████▌   | 243/370 [01:00<00:38,  3.28it/s]
 66%|██████▌   | 244/370 [01:00<00:40,  3.08it/s]
 66%|██████▌   | 245/370 [01:00<00:38,  3.21it/s]
 66%|██████▋   | 246/370 [01:01<00:36,  3.36it/s]
 67%|██████▋   | 247/370 [01:01<00:33,  3.67it/s]
 67%|██████▋   | 248/370 [01:01<00:32,  3.80it/s]
 67%|██████▋   | 249/370 [01:01<00:32,  3.75it/s]
 68%|██████▊   | 250/370 [01:02<00:33,  3.62it/s]
 68%|██████▊   | 251/370 [01:02<00:32,  3.68it/s]
 68%|██████▊   | 252/370 [01:02<00:36,  3.26it/s]
 68%|██████▊   | 253/370 [01:03<00:35,  3.31it/s]
 69%|██████▊   | 254/370 [01:03<00:37,  3.13it/s]
 69%|██████▉   | 255/370 [01:03<00:36,  3.19it/s]
 69%|██████▉   | 256/370 [01:04<00:36,  3.14it/s]
 69%|██████▉   | 257/370 [01:04<00:36,  3.09it/s]
 70%|██████▉   | 258/370 [01:04<00:35,  3.13it/s]
 70%|███████   | 259/370 [01:05<00:34,  3.19it/s]
 70%|███████   | 260/370 [01:05<00:32,  3.39it/s]
 71%|███████   | 261/370 [01:05<00:32,  3.32it/s]
 71%|███████   | 262/370 [01:06<00:32,  3.31it/s]
 71%|███████   | 263/370 [01:06<00:33,  3.20it/s]
 71%|███████▏  | 264/370 [01:06<00:34,  3.09it/s]
 72%|███████▏  | 265/370 [01:07<00:33,  3.17it/s]
 72%|███████▏  | 266/370 [01:07<00:33,  3.10it/s]
 72%|███████▏  | 267/370 [01:07<00:33,  3.04it/s]
 72%|███████▏  | 268/370 [01:08<00:33,  3.05it/s]
 73%|███████▎  | 269/370 [01:08<00:33,  2.97it/s]
 73%|███████▎  | 270/370 [01:08<00:33,  3.00it/s]
 73%|███████▎  | 271/370 [01:09<00:33,  2.94it/s]
 74%|███████▎  | 272/370 [01:09<00:31,  3.15it/s]
 74%|███████▍  | 273/370 [01:09<00:31,  3.12it/s]
 74%|███████▍  | 274/370 [01:09<00:31,  3.03it/s]
 74%|███████▍  | 275/370 [01:10<00:30,  3.16it/s]
 75%|███████▍  | 276/370 [01:10<00:29,  3.19it/s]
 75%|███████▍  | 277/370 [01:10<00:31,  2.97it/s]
 75%|███████▌  | 278/370 [01:11<00:31,  2.94it/s]
 75%|███████▌  | 279/370 [01:11<00:30,  2.97it/s]
 76%|███████▌  | 280/370 [01:12<00:31,  2.90it/s]
 76%|███████▌  | 281/370 [01:12<00:29,  2.98it/s]
 76%|███████▌  | 282/370 [01:12<00:29,  2.98it/s]
 76%|███████▋  | 283/370 [01:13<00:30,  2.81it/s]
 77%|███████▋  | 284/370 [01:13<00:30,  2.83it/s]
 77%|███████▋  | 285/370 [01:13<00:31,  2.68it/s]
 77%|███████▋  | 286/370 [01:14<00:30,  2.74it/s]
 78%|███████▊  | 287/370 [01:14<00:28,  2.87it/s]
 78%|███████▊  | 288/370 [01:14<00:27,  2.94it/s]
 78%|███████▊  | 289/370 [01:15<00:26,  3.03it/s]
 78%|███████▊  | 290/370 [01:15<00:26,  2.99it/s]
 79%|███████▊  | 291/370 [01:15<00:26,  3.00it/s]
 79%|███████▉  | 292/370 [01:16<00:24,  3.12it/s]
 79%|███████▉  | 293/370 [01:16<00:24,  3.08it/s]
 79%|███████▉  | 294/370 [01:16<00:24,  3.16it/s]
 80%|███████▉  | 295/370 [01:16<00:22,  3.32it/s]
 80%|████████  | 296/370 [01:17<00:21,  3.39it/s]
 80%|████████  | 297/370 [01:17<00:22,  3.23it/s]
 81%|████████  | 298/370 [01:17<00:23,  3.11it/s]
 81%|████████  | 299/370 [01:18<00:23,  3.03it/s]
 81%|████████  | 300/370 [01:18<00:22,  3.16it/s]
 81%|████████▏ | 301/370 [01:18<00:22,  3.09it/s]
 82%|████████▏ | 302/370 [01:19<00:20,  3.26it/s]
 82%|████████▏ | 303/370 [01:19<00:20,  3.30it/s]
 82%|████████▏ | 304/370 [01:19<00:20,  3.24it/s]
 82%|████████▏ | 305/370 [01:20<00:20,  3.14it/s]
 83%|████████▎ | 306/370 [01:20<00:20,  3.20it/s]
 83%|████████▎ | 307/370 [01:20<00:19,  3.28it/s]
 83%|████████▎ | 308/370 [01:21<00:18,  3.36it/s]
 84%|████████▎ | 309/370 [01:21<00:19,  3.18it/s]
 84%|████████▍ | 310/370 [01:21<00:19,  3.05it/s]
 84%|████████▍ | 311/370 [01:22<00:18,  3.11it/s]
 84%|████████▍ | 312/370 [01:22<00:19,  3.04it/s]
 85%|████████▍ | 313/370 [01:22<00:17,  3.17it/s]
 85%|████████▍ | 314/370 [01:22<00:16,  3.36it/s]
 85%|████████▌ | 315/370 [01:23<00:16,  3.43it/s]
 85%|████████▌ | 316/370 [01:23<00:15,  3.40it/s]
 86%|████████▌ | 317/370 [01:23<00:16,  3.28it/s]
 86%|████████▌ | 318/370 [01:24<00:16,  3.10it/s]
 86%|████████▌ | 319/370 [01:24<00:15,  3.24it/s]
 86%|████████▋ | 320/370 [01:24<00:15,  3.32it/s]
 87%|████████▋ | 321/370 [01:25<00:14,  3.37it/s]
 87%|████████▋ | 322/370 [01:25<00:14,  3.40it/s]
 87%|████████▋ | 323/370 [01:25<00:13,  3.46it/s]
 88%|████████▊ | 324/370 [01:25<00:13,  3.33it/s]
 88%|████████▊ | 325/370 [01:26<00:13,  3.39it/s]
 88%|████████▊ | 326/370 [01:26<00:13,  3.37it/s]
 88%|████████▊ | 327/370 [01:26<00:12,  3.31it/s]
 89%|████████▊ | 328/370 [01:27<00:12,  3.42it/s]
 89%|████████▉ | 329/370 [01:27<00:11,  3.54it/s]
 89%|████████▉ | 330/370 [01:27<00:12,  3.25it/s]
 89%|████████▉ | 331/370 [01:28<00:11,  3.27it/s]
 90%|████████▉ | 332/370 [01:28<00:11,  3.38it/s]
 90%|█████████ | 333/370 [01:28<00:11,  3.33it/s]
 90%|█████████ | 334/370 [01:28<00:10,  3.36it/s]
 91%|█████████ | 335/370 [01:29<00:09,  3.50it/s]
 91%|█████████ | 336/370 [01:29<00:09,  3.57it/s]
 91%|█████████ | 337/370 [01:29<00:09,  3.51it/s]
 91%|█████████▏| 338/370 [01:30<00:09,  3.39it/s]
 92%|█████████▏| 339/370 [01:30<00:08,  3.46it/s]
 92%|█████████▏| 340/370 [01:30<00:08,  3.36it/s]
 92%|█████████▏| 341/370 [01:30<00:08,  3.28it/s]
 92%|█████████▏| 342/370 [01:31<00:08,  3.43it/s]
 93%|█████████▎| 343/370 [01:31<00:07,  3.40it/s]
 93%|█████████▎| 344/370 [01:31<00:08,  3.09it/s]
 93%|█████████▎| 345/370 [01:32<00:08,  2.87it/s]
 94%|█████████▎| 346/370 [01:32<00:08,  2.90it/s]
 94%|█████████▍| 347/370 [01:33<00:07,  2.88it/s]
 94%|█████████▍| 348/370 [01:33<00:07,  3.03it/s]
 94%|█████████▍| 349/370 [01:33<00:06,  3.06it/s]
 95%|█████████▍| 350/370 [01:33<00:06,  3.18it/s]
 95%|█████████▍| 351/370 [01:34<00:06,  3.12it/s]
 95%|█████████▌| 352/370 [01:34<00:05,  3.06it/s]
 95%|█████████▌| 353/370 [01:34<00:05,  3.08it/s]
 96%|█████████▌| 354/370 [01:35<00:05,  3.01it/s]
 96%|█████████▌| 355/370 [01:35<00:04,  3.24it/s]
 96%|█████████▌| 356/370 [01:35<00:04,  3.43it/s]
 96%|█████████▋| 357/370 [01:36<00:03,  3.58it/s]
 97%|█████████▋| 358/370 [01:36<00:03,  3.88it/s]
 97%|█████████▋| 359/370 [01:36<00:02,  3.93it/s]
 97%|█████████▋| 360/370 [01:36<00:02,  3.61it/s]
 98%|█████████▊| 361/370 [01:37<00:02,  3.70it/s]
 98%|█████████▊| 362/370 [01:37<00:02,  3.78it/s]
 98%|█████████▊| 363/370 [01:37<00:01,  3.73it/s]
 98%|█████████▊| 364/370 [01:37<00:01,  3.56it/s]
 99%|█████████▊| 365/370 [01:38<00:01,  3.81it/s]
 99%|█████████▉| 366/370 [01:38<00:01,  3.57it/s]
 99%|█████████▉| 367/370 [01:38<00:00,  3.69it/s]
 99%|█████████▉| 368/370 [01:38<00:00,  3.73it/s]
100%|█████████▉| 369/370 [01:39<00:00,  3.64it/s]
100%|██████████| 370/370 [01:39<00:00,  3.95it/s]
100%|██████████| 370/370 [02:05<00:00,  2.94it/s]
Saving model checkpoint to ./
Configuration saved in ./config.json
Model weights saved in ./pytorch_model.bin
Configuration saved in ./preprocessor_config.json
***** eval metrics *****
  epoch                   =      100.0
  eval_cer                =     0.2964
  eval_loss               =     1.1786
  eval_runtime            = 0:02:06.01
  eval_samples            =       2958
  eval_samples_per_second =     23.473
  eval_steps_per_second   =      2.936
  eval_wer                =     0.8594

Upload file runs/Feb06_11-36-42_job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb/events.out.tfevents.1644184605.job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb: 100%|██████████| 40.0/40.0 [00:00<?, ?B/s]To https://huggingface.co/StevenLimcorn/wav2vec2-xls-r-300m-zh-TW
   a214e6b..1db53a0  main -> main

02/06/2022 21:57:09 - WARNING - huggingface_hub.repository - To https://huggingface.co/StevenLimcorn/wav2vec2-xls-r-300m-zh-TW
   a214e6b..1db53a0  main -> main


Upload file runs/Feb06_11-36-42_job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb/events.out.tfevents.1644184605.job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb: 100%|██████████| 40.0/40.0 [00:01<?, ?B/s]
Upload file runs/Feb06_11-36-42_job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb/events.out.tfevents.1644184605.job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb: 100%|██████████| 40.0/40.0 [00:01<?, ?B/s]
Upload file runs/Feb06_11-36-42_job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb/events.out.tfevents.1644184605.job-a1cf84c8-7d28-46cd-9f0a-e09d16d4a1cb: 100%|██████████| 40.0/40.0 [00:01<?, ?B/s]
Dropping the following result as it does not have all the necessary fields:
{'dataset': {'name': 'COMMON_VOICE - ZH-TW', 'type': 'common_voice', 'args': 'Config: zh-TW, Training split: train+validation, Eval split: test'}}