nohup: ignoring input
/opt/conda/envs/lm_training/lib/python3.10/site-packages/torch/distributed/launch.py:180: FutureWarning: The module torch.distributed.launch is deprecated
and will be removed in future. Use torchrun.
Note that --use_env is set by default in torchrun.
If your script expects `--local_rank` argument to be set, please
change it to read from `os.environ['LOCAL_RANK']` instead. See 
https://pytorch.org/docs/stable/distributed.html#launch-utility for 
further instructions

  warnings.warn(
WARNING:torch.distributed.run:
*****************************************
Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
*****************************************
[I socket.cpp:566] [c10d] The server socket has started to listen on [::]:29500.
[I socket.cpp:787] [c10d] The client socket has connected to [localhost]:29500 on [localhost]:34584.
[I socket.cpp:787] [c10d] The client socket has connected to [localhost]:29500 on [localhost]:34592.
[I socket.cpp:787] [c10d] The client socket has connected to [localhost]:29500 on [localhost]:34596.
[I socket.cpp:787] [c10d] The client socket has connected to [localhost]:29500 on [localhost]:34600.
[I ProcessGroupNCCL.cpp:669] [Rank 1] ProcessGroupNCCL initialized with following options:
NCCL_ASYNC_ERROR_HANDLING: 1
NCCL_DESYNC_DEBUG: 0
NCCL_BLOCKING_WAIT: 0
TIMEOUT(ms): 1800000
USE_HIGH_PRIORITY_STREAM: 0
[I ProcessGroupNCCL.cpp:835] [Rank 1] NCCL watchdog thread started!
[I socket.cpp:787] [c10d] The client socket has connected to [localhost]:29500 on [localhost]:34602.
[I socket.cpp:787] [c10d] The client socket has connected to [localhost]:29500 on [localhost]:34610.
[I ProcessGroupNCCL.cpp:669] [Rank 0] ProcessGroupNCCL initialized with following options:
NCCL_ASYNC_ERROR_HANDLING: 1
NCCL_DESYNC_DEBUG: 0
NCCL_BLOCKING_WAIT: 0
TIMEOUT(ms): 1800000
USE_HIGH_PRIORITY_STREAM: 0
[I ProcessGroupNCCL.cpp:835] [Rank 0] NCCL watchdog thread started!
01/11/2024 20:35:11 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1, distributed training: True, 16-bits training: False
01/11/2024 20:35:11 - WARNING - __main__ - Process rank: 1, device: cuda:1, n_gpu: 1, distributed training: True, 16-bits training: False
01/11/2024 20:35:11 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
_n_gpu=1,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.98,
adam_epsilon=1e-08,
auto_find_batch_size=False,
bf16=False,
bf16_full_eval=False,
data_seed=None,
dataloader_drop_last=False,
dataloader_num_workers=0,
dataloader_persistent_workers=False,
dataloader_pin_memory=True,
ddp_backend=None,
ddp_broadcast_buffers=None,
ddp_bucket_cap_mb=None,
ddp_find_unused_parameters=None,
ddp_timeout=1800,
debug=[],
deepspeed=None,
disable_tqdm=False,
dispatch_batches=None,
do_eval=False,
do_predict=False,
do_train=True,
eval_accumulation_steps=None,
eval_delay=0,
eval_steps=None,
evaluation_strategy=no,
fp16=False,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
fsdp=[],
fsdp_config={'min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False},
fsdp_min_num_params=0,
fsdp_transformer_layer_cls_to_wrap=None,
full_determinism=False,
gradient_accumulation_steps=4,
gradient_checkpointing=False,
gradient_checkpointing_kwargs=None,
greater_is_better=None,
group_by_length=False,
half_precision_backend=auto,
hub_always_push=False,
hub_model_id=None,
hub_private_repo=False,
hub_strategy=every_save,
hub_token=<HUB_TOKEN>,
ignore_data_skip=False,
include_inputs_for_metrics=False,
include_num_input_tokens_seen=False,
include_tokens_per_second=False,
jit_mode_eval=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=0.005,
length_column_name=length,
load_best_model_at_end=False,
local_rank=0,
log_level=passive,
log_level_replica=warning,
log_on_each_node=True,
logging_dir=./log_bilingual,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=500,
logging_strategy=steps,
lr_scheduler_kwargs={},
lr_scheduler_type=linear,
max_grad_norm=1.0,
max_steps=-1,
metric_for_best_model=None,
mp_parameters=,
neftune_noise_alpha=None,
no_cuda=False,
num_train_epochs=1.0,
optim=adamw_torch,
optim_args=None,
output_dir=./training_bilingual,
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=False,
push_to_hub_model_id=None,
push_to_hub_organization=None,
push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
ray_scope=last,
remove_unused_columns=True,
report_to=['tensorboard'],
resume_from_checkpoint=None,
run_name=./training_bilingual,
save_on_each_node=False,
save_only_model=False,
save_safetensors=True,
save_steps=5000,
save_strategy=steps,
save_total_limit=None,
seed=42,
skip_memory_metrics=True,
split_batches=False,
tf32=None,
torch_compile=False,
torch_compile_backend=None,
torch_compile_mode=None,
torchdynamo=None,
tpu_metrics_debug=False,
tpu_num_cores=None,
use_cpu=False,
use_ipex=False,
use_legacy_prediction_loop=False,
use_mps_device=False,
warmup_ratio=0.0,
warmup_steps=1000,
weight_decay=0.01,
)

Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s]
Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s]
Resolving data files:  30%|██▉       | 8/27 [00:00<00:00, 68.41it/s]
Resolving data files:   4%|▎         | 1/27 [00:00<00:02,  9.33it/s]
Resolving data files:  78%|███████▊  | 21/27 [00:00<00:00, 80.20it/s]
Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 100.91it/s]

Resolving data files:  26%|██▌       | 7/27 [00:00<00:01, 18.79it/s]
Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 69.33it/s]

Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s]
Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 54445.29it/s]
Overwrite dataset info from restored data version if exists.
01/11/2024 20:35:14 - INFO - datasets.builder - Overwrite dataset info from restored data version if exists.
Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee
01/11/2024 20:35:14 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee
Found cached dataset openwebtext2-first-30-chunks-ablation-bilingual (/root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee)
01/11/2024 20:35:14 - INFO - datasets.builder - Found cached dataset openwebtext2-first-30-chunks-ablation-bilingual (/root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee)
Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee
01/11/2024 20:35:14 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee

Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s]
Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 65955.86it/s]

Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s]
Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 66148.49it/s]

Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s]
Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 78047.01it/s]

Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s]
Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 63019.59it/s]
Overwrite dataset info from restored data version if exists.
01/11/2024 20:35:16 - INFO - datasets.builder - Overwrite dataset info from restored data version if exists.
Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee
01/11/2024 20:35:16 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee
Found cached dataset openwebtext2-first-30-chunks-ablation-bilingual (/root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee)
01/11/2024 20:35:16 - INFO - datasets.builder - Found cached dataset openwebtext2-first-30-chunks-ablation-bilingual (/root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee)
Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee
01/11/2024 20:35:16 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee

Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s]
Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 65233.99it/s]

Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s]
Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 76004.17it/s]

Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s]
Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 72967.92it/s]

Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s]
Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 84010.54it/s]
Overwrite dataset info from restored data version if exists.
01/11/2024 20:35:19 - INFO - datasets.builder - Overwrite dataset info from restored data version if exists.
Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee
01/11/2024 20:35:19 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee
Found cached dataset openwebtext2-first-30-chunks-ablation-bilingual (/root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee)
01/11/2024 20:35:19 - INFO - datasets.builder - Found cached dataset openwebtext2-first-30-chunks-ablation-bilingual (/root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee)
Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee
01/11/2024 20:35:19 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee
[INFO|configuration_utils.py:737] 2024-01-11 20:35:19,432 >> loading configuration file ./training/config.json
[INFO|configuration_utils.py:802] 2024-01-11 20:35:19,433 >> Model config GPT2Config {
  "_name_or_path": "./training",
  "activation_function": "gelu_new",
  "architectures": [
    "GPT2LMHeadModel"
  ],
  "attn_pdrop": 0.0,
  "bos_token_id": 50256,
  "embd_pdrop": 0.0,
  "eos_token_id": 50256,
  "initializer_range": 0.02,
  "layer_norm_epsilon": 1e-05,
  "model_type": "gpt2",
  "n_ctx": 1024,
  "n_embd": 768,
  "n_head": 12,
  "n_inner": null,
  "n_layer": 12,
  "n_positions": 1024,
  "reorder_and_upcast_attn": false,
  "resid_pdrop": 0.0,
  "scale_attn_by_inverse_layer_idx": false,
  "scale_attn_weights": true,
  "summary_activation": null,
  "summary_first_dropout": 0.1,
  "summary_proj_to_labels": true,
  "summary_type": "cls_index",
  "summary_use_proj": true,
  "task_specific_params": {
    "text-generation": {
      "do_sample": true,
      "max_length": 50
    }
  },
  "torch_dtype": "float32",
  "transformers_version": "4.37.0.dev0",
  "use_cache": true,
  "vocab_size": 50257
}


Resolving data files:   0%|          | 0/27 [00:00<?, ?it/s][INFO|tokenization_utils_base.py:2024] 2024-01-11 20:35:19,456 >> loading file vocab.json
[INFO|tokenization_utils_base.py:2024] 2024-01-11 20:35:19,456 >> loading file merges.txt
[INFO|tokenization_utils_base.py:2024] 2024-01-11 20:35:19,456 >> loading file tokenizer.json
[INFO|tokenization_utils_base.py:2024] 2024-01-11 20:35:19,456 >> loading file added_tokens.json
[INFO|tokenization_utils_base.py:2024] 2024-01-11 20:35:19,456 >> loading file special_tokens_map.json
[INFO|tokenization_utils_base.py:2024] 2024-01-11 20:35:19,456 >> loading file tokenizer_config.json

Resolving data files: 100%|██████████| 27/27 [00:00<00:00, 76621.25it/s]
[INFO|configuration_utils.py:826] 2024-01-11 20:35:19,517 >> Generate config GenerationConfig {
  "bos_token_id": 50256,
  "eos_token_id": 50256
}

01/11/2024 20:35:21 - INFO - __main__ - Training new model from scratch - Total size=118.68M params
Process #0 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00000_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #0 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00000_of_00016.arrow
Process #1 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00001_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #1 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00001_of_00016.arrow
Process #2 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00002_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #2 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00002_of_00016.arrow
Process #3 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00003_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #3 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00003_of_00016.arrow
Process #4 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00004_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #4 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00004_of_00016.arrow
Process #5 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00005_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #5 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00005_of_00016.arrow
Process #6 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00006_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #6 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00006_of_00016.arrow
Process #7 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00007_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #7 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00007_of_00016.arrow
Process #8 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00008_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #8 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00008_of_00016.arrow
Process #9 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00009_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #9 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00009_of_00016.arrow
Process #10 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00010_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #10 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00010_of_00016.arrow
Process #11 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00011_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #11 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00011_of_00016.arrow
Process #12 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00012_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #12 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00012_of_00016.arrow
Process #13 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00013_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #13 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00013_of_00016.arrow
Process #14 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00014_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #14 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00014_of_00016.arrow
Process #15 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00015_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #15 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_00015_of_00016.arrow
Loading cached processed dataset at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_*_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Loading cached processed dataset at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8878f46c8de677e4_*_of_00016.arrow
Concatenating 16 shards
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Concatenating 16 shards
[I ProcessGroupNCCL.cpp:2334] Rank 1 using GPU 1 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect.Specify device_ids in barrier() to force use of a particular device.
Process #0 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00000_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #0 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00000_of_00016.arrow
Process #1 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00001_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #1 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00001_of_00016.arrow
Process #2 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00002_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #2 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00002_of_00016.arrow
Process #3 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00003_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #3 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00003_of_00016.arrow
Process #4 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00004_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #4 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00004_of_00016.arrow
Process #5 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00005_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #5 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00005_of_00016.arrow
Process #6 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00006_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #6 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00006_of_00016.arrow
Process #7 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00007_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #7 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00007_of_00016.arrow
Process #8 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00008_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #8 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00008_of_00016.arrow
Process #9 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00009_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #9 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00009_of_00016.arrow
Process #10 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00010_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #10 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00010_of_00016.arrow
Process #11 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00011_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #11 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00011_of_00016.arrow
Process #12 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00012_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #12 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00012_of_00016.arrow
Process #13 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00013_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #13 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00013_of_00016.arrow
Process #14 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00014_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #14 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00014_of_00016.arrow
Process #15 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00015_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Process #15 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_00015_of_00016.arrow
Loading cached processed dataset at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_*_of_00016.arrow
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Loading cached processed dataset at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-4313dfd6412cb024_*_of_00016.arrow
Concatenating 16 shards
01/11/2024 20:35:21 - INFO - datasets.arrow_dataset - Concatenating 16 shards
[I ProcessGroupNCCL.cpp:2334] Rank 0 using GPU 0 to perform barrier as devices used by this process are currently unknown. This can potentially cause a hang if this rank to GPU mapping is incorrect.Specify device_ids in barrier() to force use of a particular device.
pytorchRB:20617:20617 [0] NCCL INFO Bootstrap : Using eth0:172.17.0.11<0>
pytorchRB:20617:20617 [0] NCCL INFO NET/Plugin : No plugin found (libnccl-net.so), using internal implementation
pytorchRB:20617:20617 [0] NCCL INFO cudaDriverVersion 11000
NCCL version 2.14.3+cuda11.6
pytorchRB:20618:20618 [1] NCCL INFO cudaDriverVersion 11000
pytorchRB:20617:20789 [0] NCCL INFO Failed to open libibverbs.so[.1]
pytorchRB:20617:20789 [0] NCCL INFO NET/Socket : Using [0]eth0:172.17.0.11<0>
pytorchRB:20617:20789 [0] NCCL INFO Using network Socket
pytorchRB:20618:20618 [1] NCCL INFO Bootstrap : Using eth0:172.17.0.11<0>
pytorchRB:20618:20618 [1] NCCL INFO NET/Plugin : No plugin found (libnccl-net.so), using internal implementation
pytorchRB:20618:20790 [1] NCCL INFO Failed to open libibverbs.so[.1]
pytorchRB:20618:20790 [1] NCCL INFO NET/Socket : Using [0]eth0:172.17.0.11<0>
pytorchRB:20618:20790 [1] NCCL INFO Using network Socket
pytorchRB:20618:20790 [1] NCCL INFO Setting affinity for GPU 1 to 0fffffff
pytorchRB:20617:20789 [0] NCCL INFO Setting affinity for GPU 0 to 0fffffff
pytorchRB:20618:20790 [1] NCCL INFO Trees [0] -1/-1/-1->1->0 [1] -1/-1/-1->1->0
pytorchRB:20617:20789 [0] NCCL INFO Channel 00/02 :    0   1
pytorchRB:20617:20789 [0] NCCL INFO Channel 01/02 :    0   1
pytorchRB:20617:20789 [0] NCCL INFO Trees [0] 1/-1/-1->0->-1 [1] 1/-1/-1->0->-1
pytorchRB:20618:20790 [1] NCCL INFO Channel 00/0 : 1[1a000] -> 0[19000] via P2P/IPC
pytorchRB:20617:20789 [0] NCCL INFO Channel 00/0 : 0[19000] -> 1[1a000] via P2P/IPC
pytorchRB:20618:20790 [1] NCCL INFO Channel 01/0 : 1[1a000] -> 0[19000] via P2P/IPC
pytorchRB:20617:20789 [0] NCCL INFO Channel 01/0 : 0[19000] -> 1[1a000] via P2P/IPC
pytorchRB:20617:20789 [0] NCCL INFO Connected all rings
pytorchRB:20617:20789 [0] NCCL INFO Connected all trees
pytorchRB:20618:20790 [1] NCCL INFO Connected all rings
pytorchRB:20618:20790 [1] NCCL INFO Connected all trees
pytorchRB:20617:20789 [0] NCCL INFO threadThresholds 8/8/64 | 16/8/64 | 512 | 512
pytorchRB:20617:20789 [0] NCCL INFO 2 coll channels, 2 p2p channels, 2 p2p channels per peer
pytorchRB:20618:20790 [1] NCCL INFO threadThresholds 8/8/64 | 16/8/64 | 512 | 512
pytorchRB:20618:20790 [1] NCCL INFO 2 coll channels, 2 p2p channels, 2 p2p channels per peer
pytorchRB:20617:20789 [0] NCCL INFO comm 0x55a5d8262540 rank 0 nranks 2 cudaDev 0 busId 19000 - Init COMPLETE
[I ProcessGroupNCCL.cpp:1274] NCCL_DEBUG: INFO
pytorchRB:20618:20790 [1] NCCL INFO comm 0x562a643572d0 rank 1 nranks 2 cudaDev 1 busId 1a000 - Init COMPLETE
Process #0 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00000_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #0 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00000_of_00016.arrow
Process #1 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00001_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #1 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00001_of_00016.arrow
Process #2 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00002_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #2 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00002_of_00016.arrow
Process #3 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00003_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #3 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00003_of_00016.arrow
Process #4 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00004_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #4 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00004_of_00016.arrow
Process #5 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00005_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #5 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00005_of_00016.arrow
Process #6 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00006_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #6 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00006_of_00016.arrow
Process #7 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00007_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #7 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00007_of_00016.arrow
Process #8 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00008_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #8 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00008_of_00016.arrow
Process #9 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00009_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #9 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00009_of_00016.arrow
Process #10 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00010_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #10 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00010_of_00016.arrow
Process #11 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00011_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #11 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00011_of_00016.arrow
Process #12 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00012_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #12 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00012_of_00016.arrow
Process #13 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00013_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #13 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00013_of_00016.arrow
Process #14 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00014_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #14 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00014_of_00016.arrow
Process #15 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00015_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Process #15 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_00015_of_00016.arrow
Loading cached processed dataset at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_*_of_00016.arrow
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Loading cached processed dataset at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-fb06ff2b57c4222a_*_of_00016.arrow
Concatenating 16 shards
01/11/2024 20:35:22 - INFO - datasets.arrow_dataset - Concatenating 16 shards
Process #0 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00000_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #0 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00000_of_00016.arrow
Process #1 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00001_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #1 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00001_of_00016.arrow
Process #2 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00002_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #2 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00002_of_00016.arrow
Process #3 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00003_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #3 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00003_of_00016.arrow
Process #4 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00004_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #4 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00004_of_00016.arrow
Process #5 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00005_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #5 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00005_of_00016.arrow
Process #6 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00006_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #6 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00006_of_00016.arrow
Process #7 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00007_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #7 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00007_of_00016.arrow
Process #8 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00008_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #8 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00008_of_00016.arrow
Process #9 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00009_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #9 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00009_of_00016.arrow
Process #10 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00010_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #10 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00010_of_00016.arrow
Process #11 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00011_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #11 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00011_of_00016.arrow
Process #12 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00012_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #12 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00012_of_00016.arrow
Process #13 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00013_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #13 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00013_of_00016.arrow
Process #14 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00014_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #14 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00014_of_00016.arrow
Process #15 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00015_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Process #15 will write at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_00015_of_00016.arrow
Loading cached processed dataset at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_*_of_00016.arrow
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Loading cached processed dataset at /root/.cache/huggingface/datasets/RaiBP___openwebtext2-first-30-chunks-ablation-bilingual/default/0.0.0/272377e1e0b2762180a5fed37c0d1c15e0c1cdee/cache-8be3b1a128d5c800_*_of_00016.arrow
Concatenating 16 shards
01/11/2024 20:35:23 - INFO - datasets.arrow_dataset - Concatenating 16 shards
01/11/2024 20:35:23 - WARNING - accelerate.utils.other - Detected kernel version 4.15.0, which is below the recommended minimum of 5.5.0; this can cause the process to hang. It is recommended to upgrade the kernel to the minimum version or higher.
[INFO|trainer.py:1712] 2024-01-11 20:35:23,690 >> ***** Running training *****
[INFO|trainer.py:1713] 2024-01-11 20:35:23,691 >>   Num examples = 2,963,317
[INFO|trainer.py:1714] 2024-01-11 20:35:23,691 >>   Num Epochs = 1
[INFO|trainer.py:1715] 2024-01-11 20:35:23,691 >>   Instantaneous batch size per device = 8
[INFO|trainer.py:1718] 2024-01-11 20:35:23,691 >>   Total train batch size (w. parallel, distributed & accumulation) = 64
[INFO|trainer.py:1719] 2024-01-11 20:35:23,691 >>   Gradient Accumulation steps = 4
[INFO|trainer.py:1720] 2024-01-11 20:35:23,691 >>   Total optimization steps = 46,302
[INFO|trainer.py:1721] 2024-01-11 20:35:23,691 >>   Number of trainable parameters = 124,439,808

  0%|          | 0/46302 [00:00<?, ?it/s][W reducer.cpp:1298] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
[W reducer.cpp:1298] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration,  which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())

  0%|          | 1/46302 [00:04<56:26:30,  4.39s/it]
  0%|          | 2/46302 [00:08<50:40:28,  3.94s/it]
  0%|          | 3/46302 [00:11<48:50:13,  3.80s/it]
  0%|          | 4/46302 [00:15<48:02:47,  3.74s/it]
  0%|          | 5/46302 [00:18<47:38:35,  3.70s/it]
  0%|          | 6/46302 [00:22<47:23:28,  3.69s/it]
  0%|          | 7/46302 [00:26<47:16:31,  3.68s/it]
  0%|          | 8/46302 [00:29<47:14:17,  3.67s/it]
  0%|          | 9/46302 [00:33<47:14:58,  3.67s/it]
  0%|          | 10/46302 [00:37<47:14:36,  3.67s/it]
  0%|          | 11/46302 [00:40<47:20:09,  3.68s/it]
  0%|          | 12/46302 [00:44<47:23:09,  3.69s/it]
  0%|          | 13/46302 [00:48<47:27:13,  3.69s/it]
  0%|          | 14/46302 [00:52<47:32:49,  3.70s/it]
  0%|          | 15/46302 [00:55<47:38:34,  3.71s/it]
  0%|          | 16/46302 [00:59<47:42:59,  3.71s/it]
  0%|          | 17/46302 [01:03<47:48:08,  3.72s/it]
  0%|          | 18/46302 [01:06<47:52:35,  3.72s/it]
  0%|          | 19/46302 [01:10<47:56:31,  3.73s/it]
  0%|          | 20/46302 [01:14<48:00:42,  3.73s/it]
  0%|          | 21/46302 [01:18<48:04:31,  3.74s/it]
  0%|          | 22/46302 [01:21<48:08:32,  3.74s/it]
  0%|          | 23/46302 [01:25<48:11:39,  3.75s/it]
  0%|          | 24/46302 [01:29<48:13:45,  3.75s/it]
  0%|          | 25/46302 [01:33<48:15:56,  3.75s/it]
  0%|          | 26/46302 [01:37<48:19:02,  3.76s/it]
  0%|          | 27/46302 [01:40<48:20:06,  3.76s/it]
  0%|          | 28/46302 [01:44<48:22:55,  3.76s/it]
  0%|          | 29/46302 [01:48<48:24:41,  3.77s/it]
  0%|          | 30/46302 [01:52<48:26:47,  3.77s/it]
  0%|          | 31/46302 [01:55<48:28:01,  3.77s/it]
  0%|          | 32/46302 [01:59<48:28:36,  3.77s/it]
  0%|          | 33/46302 [02:03<48:30:32,  3.77s/it]
  0%|          | 34/46302 [02:07<48:32:42,  3.78s/it]
  0%|          | 35/46302 [02:11<48:33:27,  3.78s/it]
  0%|          | 36/46302 [02:14<48:35:25,  3.78s/it]
  0%|          | 37/46302 [02:18<48:36:32,  3.78s/it]
  0%|          | 38/46302 [02:22<48:38:21,  3.78s/it]
  0%|          | 39/46302 [02:26<48:37:53,  3.78s/it]
  0%|          | 40/46302 [02:29<48:35:10,  3.78s/it]
  0%|          | 41/46302 [02:33<48:34:51,  3.78s/it]
  0%|          | 42/46302 [02:37<48:37:28,  3.78s/it]
  0%|          | 43/46302 [02:41<48:40:07,  3.79s/it]
  0%|          | 44/46302 [02:45<48:42:15,  3.79s/it]
  0%|          | 45/46302 [02:48<48:44:30,  3.79s/it]
  0%|          | 46/46302 [02:52<48:47:42,  3.80s/it]
  0%|          | 47/46302 [02:56<48:49:06,  3.80s/it]
  0%|          | 48/46302 [03:00<48:50:03,  3.80s/it]
  0%|          | 49/46302 [03:04<48:48:51,  3.80s/it]
  0%|          | 50/46302 [03:07<48:50:06,  3.80s/it]
  0%|          | 51/46302 [03:11<48:51:50,  3.80s/it]
  0%|          | 52/46302 [03:15<48:53:00,  3.80s/it]
  0%|          | 53/46302 [03:19<48:53:40,  3.81s/it]
  0%|          | 54/46302 [03:23<48:54:02,  3.81s/it]
  0%|          | 55/46302 [03:26<48:54:25,  3.81s/it]
  0%|          | 56/46302 [03:30<48:53:25,  3.81s/it]
  0%|          | 57/46302 [03:34<48:56:01,  3.81s/it]
  0%|          | 58/46302 [03:38<48:57:54,  3.81s/it]
  0%|          | 59/46302 [03:42<48:59:45,  3.81s/it]
  0%|          | 60/46302 [03:46<48:58:39,  3.81s/it]
  0%|          | 61/46302 [03:49<48:59:59,  3.81s/it]
  0%|          | 62/46302 [03:53<49:01:19,  3.82s/it]
  0%|          | 63/46302 [03:57<49:02:29,  3.82s/it]
  0%|          | 64/46302 [04:01<49:04:28,  3.82s/it]
  0%|          | 65/46302 [04:05<49:05:11,  3.82s/it]
  0%|          | 66/46302 [04:08<49:06:35,  3.82s/it]
  0%|          | 67/46302 [04:12<49:08:12,  3.83s/it]
  0%|          | 68/46302 [04:16<49:10:10,  3.83s/it]
  0%|          | 69/46302 [04:20<49:10:56,  3.83s/it]
  0%|          | 70/46302 [04:24<49:13:38,  3.83s/it]
  0%|          | 71/46302 [04:28<49:16:39,  3.84s/it]
  0%|          | 72/46302 [04:31<49:18:31,  3.84s/it]
  0%|          | 73/46302 [04:35<49:20:24,  3.84s/it]
  0%|          | 74/46302 [04:39<49:22:10,  3.84s/it]
  0%|          | 75/46302 [04:43<49:23:36,  3.85s/it]
  0%|          | 76/46302 [04:47<49:24:21,  3.85s/it]
  0%|          | 77/46302 [04:51<49:26:34,  3.85s/it]
  0%|          | 78/46302 [04:55<49:28:15,  3.85s/it]
  0%|          | 79/46302 [04:58<49:28:02,  3.85s/it]
  0%|          | 80/46302 [05:02<49:29:11,  3.85s/it]
  0%|          | 81/46302 [05:06<49:29:41,  3.85s/it]
  0%|          | 82/46302 [05:10<49:30:24,  3.86s/it]
  0%|          | 83/46302 [05:14<49:30:04,  3.86s/it]
  0%|          | 84/46302 [05:18<49:30:12,  3.86s/it]
  0%|          | 85/46302 [05:22<49:30:35,  3.86s/it]
  0%|          | 86/46302 [05:25<49:31:00,  3.86s/it]
  0%|          | 87/46302 [05:29<49:29:30,  3.86s/it]
  0%|          | 88/46302 [05:33<49:29:24,  3.86s/it]
  0%|          | 89/46302 [05:37<49:27:09,  3.85s/it]
  0%|          | 90/46302 [05:41<49:26:21,  3.85s/it]
  0%|          | 91/46302 [05:45<49:23:13,  3.85s/it]
  0%|          | 92/46302 [05:49<49:21:52,  3.85s/it]
  0%|          | 93/46302 [05:52<49:18:45,  3.84s/it]
  0%|          | 94/46302 [05:56<49:16:21,  3.84s/it]
  0%|          | 95/46302 [06:00<49:14:13,  3.84s/it]
  0%|          | 96/46302 [06:04<49:12:56,  3.83s/it]
  0%|          | 97/46302 [06:08<49:10:51,  3.83s/it]
  0%|          | 98/46302 [06:12<49:09:58,  3.83s/it]
  0%|          | 99/46302 [06:15<49:09:15,  3.83s/it]
  0%|          | 100/46302 [06:19<49:08:13,  3.83s/it]
  0%|          | 101/46302 [06:23<49:08:08,  3.83s/it]
  0%|          | 102/46302 [06:27<49:07:19,  3.83s/it]
  0%|          | 103/46302 [06:31<49:06:31,  3.83s/it]
  0%|          | 104/46302 [06:34<49:06:09,  3.83s/it]
  0%|          | 105/46302 [06:38<49:05:32,  3.83s/it]
  0%|          | 106/46302 [06:42<49:05:13,  3.83s/it]
  0%|          | 107/46302 [06:46<49:04:19,  3.82s/it]
  0%|          | 108/46302 [06:50<49:04:56,  3.83s/it]
  0%|          | 109/46302 [06:54<49:04:30,  3.82s/it]
  0%|          | 110/46302 [06:57<49:04:19,  3.82s/it]
  0%|          | 111/46302 [07:01<49:03:41,  3.82s/it]
  0%|          | 112/46302 [07:05<49:03:08,  3.82s/it]
  0%|          | 113/46302 [07:09<49:03:09,  3.82s/it]
  0%|          | 114/46302 [07:13<49:03:41,  3.82s/it]
  0%|          | 115/46302 [07:17<49:03:03,  3.82s/it]
  0%|          | 116/46302 [07:20<49:03:27,  3.82s/it]
  0%|          | 117/46302 [07:24<49:03:03,  3.82s/it]
  0%|          | 118/46302 [07:28<49:03:10,  3.82s/it]
  0%|          | 119/46302 [07:32<49:02:49,  3.82s/it]
  0%|          | 120/46302 [07:36<49:02:49,  3.82s/it]
  0%|          | 121/46302 [07:39<49:03:37,  3.82s/it]
  0%|          | 122/46302 [07:43<49:03:31,  3.82s/it]
  0%|          | 123/46302 [07:47<49:03:14,  3.82s/it]
  0%|          | 124/46302 [07:51<49:02:33,  3.82s/it]
  0%|          | 125/46302 [07:55<49:02:30,  3.82s/it]
  0%|          | 126/46302 [07:59<49:02:39,  3.82s/it]
  0%|          | 127/46302 [08:02<49:02:05,  3.82s/it]
  0%|          | 128/46302 [08:06<49:01:06,  3.82s/it]
  0%|          | 129/46302 [08:10<49:01:04,  3.82s/it]
  0%|          | 130/46302 [08:14<49:01:49,  3.82s/it]
  0%|          | 131/46302 [08:18<49:02:31,  3.82s/it]
  0%|          | 132/46302 [08:22<49:03:08,  3.82s/it]
  0%|          | 133/46302 [08:25<49:02:47,  3.82s/it]
  0%|          | 134/46302 [08:29<49:03:07,  3.82s/it]
  0%|          | 135/46302 [08:33<49:02:59,  3.82s/it]
  0%|          | 136/46302 [08:37<49:02:56,  3.82s/it]
  0%|          | 137/46302 [08:41<49:01:55,  3.82s/it]
  0%|          | 138/46302 [08:44<49:01:35,  3.82s/it]
  0%|          | 139/46302 [08:48<49:02:41,  3.82s/it]
  0%|          | 140/46302 [08:52<49:03:40,  3.83s/it]
  0%|          | 141/46302 [08:56<49:03:30,  3.83s/it]
  0%|          | 142/46302 [09:00<49:03:25,  3.83s/it]
  0%|          | 143/46302 [09:04<49:03:09,  3.83s/it]
  0%|          | 144/46302 [09:07<49:02:59,  3.83s/it]
  0%|          | 145/46302 [09:11<49:00:55,  3.82s/it]
  0%|          | 146/46302 [09:15<49:00:46,  3.82s/it]
  0%|          | 147/46302 [09:19<48:59:02,  3.82s/it]
  0%|          | 148/46302 [09:23<48:58:59,  3.82s/it]
  0%|          | 149/46302 [09:27<48:59:09,  3.82s/it]
  0%|          | 150/46302 [09:30<48:59:58,  3.82s/it]
  0%|          | 151/46302 [09:34<48:59:15,  3.82s/it]
  0%|          | 152/46302 [09:38<48:59:57,  3.82s/it]
  0%|          | 153/46302 [09:42<49:00:11,  3.82s/it]
  0%|          | 154/46302 [09:46<49:00:45,  3.82s/it]
  0%|          | 155/46302 [09:49<49:00:32,  3.82s/it]
  0%|          | 156/46302 [09:53<49:00:43,  3.82s/it]
  0%|          | 157/46302 [09:57<48:59:35,  3.82s/it]
  0%|          | 158/46302 [10:01<49:00:13,  3.82s/it]
  0%|          | 159/46302 [10:05<49:00:11,  3.82s/it]
  0%|          | 160/46302 [10:09<49:00:11,  3.82s/it]
  0%|          | 161/46302 [10:12<48:59:53,  3.82s/it]
  0%|          | 162/46302 [10:16<49:00:23,  3.82s/it]
  0%|          | 163/46302 [10:20<49:00:21,  3.82s/it]
  0%|          | 164/46302 [10:24<49:00:53,  3.82s/it]
  0%|          | 165/46302 [10:28<49:00:33,  3.82s/it]
  0%|          | 166/46302 [10:32<49:01:10,  3.83s/it]
  0%|          | 167/46302 [10:35<48:59:59,  3.82s/it]
  0%|          | 168/46302 [10:39<48:59:11,  3.82s/it]
  0%|          | 169/46302 [10:43<48:59:15,  3.82s/it]
  0%|          | 170/46302 [10:47<48:59:53,  3.82s/it]
  0%|          | 171/46302 [10:51<48:58:52,  3.82s/it]
  0%|          | 172/46302 [10:54<48:59:38,  3.82s/it]
  0%|          | 173/46302 [10:58<48:59:33,  3.82s/it]
  0%|          | 174/46302 [11:02<49:00:10,  3.82s/it]
  0%|          | 175/46302 [11:06<48:59:39,  3.82s/it]
  0%|          | 176/46302 [11:10<48:59:57,  3.82s/it]
  0%|          | 177/46302 [11:14<48:59:18,  3.82s/it]
  0%|          | 178/46302 [11:17<48:59:29,  3.82s/it]
  0%|          | 179/46302 [11:21<48:59:12,  3.82s/it]
  0%|          | 180/46302 [11:25<48:59:08,  3.82s/it]
  0%|          | 181/46302 [11:29<48:59:10,  3.82s/it]
  0%|          | 182/46302 [11:33<48:58:44,  3.82s/it]
  0%|          | 183/46302 [11:37<48:59:18,  3.82s/it]
  0%|          | 184/46302 [11:40<48:59:31,  3.82s/it]
  0%|          | 185/46302 [11:44<48:58:53,  3.82s/it]
  0%|          | 186/46302 [11:48<48:58:50,  3.82s/it]
  0%|          | 187/46302 [11:52<48:58:27,  3.82s/it]
  0%|          | 188/46302 [11:56<48:58:39,  3.82s/it]
  0%|          | 189/46302 [11:59<48:59:08,  3.82s/it]
  0%|          | 190/46302 [12:03<48:59:19,  3.82s/it]
  0%|          | 191/46302 [12:07<48:59:22,  3.82s/it]
  0%|          | 192/46302 [12:11<48:58:39,  3.82s/it]
  0%|          | 193/46302 [12:15<48:58:47,  3.82s/it]
  0%|          | 194/46302 [12:19<48:58:34,  3.82s/it]
  0%|          | 195/46302 [12:22<48:58:27,  3.82s/it]
  0%|          | 196/46302 [12:26<48:58:57,  3.82s/it]
  0%|          | 197/46302 [12:30<48:59:07,  3.82s/it]
  0%|          | 198/46302 [12:34<48:58:26,  3.82s/it]
  0%|          | 199/46302 [12:38<48:57:29,  3.82s/it]
  0%|          | 200/46302 [12:42<48:56:43,  3.82s/it]
  0%|          | 201/46302 [12:45<48:55:50,  3.82s/it]
  0%|          | 202/46302 [12:49<48:56:53,  3.82s/it]
  0%|          | 203/46302 [12:53<48:57:08,  3.82s/it]
  0%|          | 204/46302 [12:57<48:56:49,  3.82s/it]
  0%|          | 205/46302 [13:01<48:57:11,  3.82s/it]
  0%|          | 206/46302 [13:04<48:57:25,  3.82s/it]
  0%|          | 207/46302 [13:08<48:56:47,  3.82s/it]
  0%|          | 208/46302 [13:12<48:58:28,  3.82s/it]
  0%|          | 209/46302 [13:16<48:58:35,  3.83s/it]
  0%|          | 210/46302 [13:20<48:58:01,  3.82s/it]
  0%|          | 211/46302 [13:24<48:57:04,  3.82s/it]
  0%|          | 212/46302 [13:27<48:57:11,  3.82s/it]
  0%|          | 213/46302 [13:31<48:56:47,  3.82s/it]
  0%|          | 214/46302 [13:35<48:57:02,  3.82s/it]
  0%|          | 215/46302 [13:39<48:56:48,  3.82s/it]
  0%|          | 216/46302 [13:43<48:57:24,  3.82s/it]
  0%|          | 217/46302 [13:47<48:57:21,  3.82s/it]
  0%|          | 218/46302 [13:50<48:57:29,  3.82s/it]
  0%|          | 219/46302 [13:54<48:57:36,  3.82s/it]
  0%|          | 220/46302 [13:58<48:58:43,  3.83s/it]
  0%|          | 221/46302 [14:02<48:58:28,  3.83s/it]
  0%|          | 222/46302 [14:06<48:59:24,  3.83s/it]
  0%|          | 223/46302 [14:10<48:59:42,  3.83s/it]
  0%|          | 224/46302 [14:13<48:59:30,  3.83s/it]
  0%|          | 225/46302 [14:17<48:59:57,  3.83s/it]
  0%|          | 226/46302 [14:21<49:00:29,  3.83s/it]
  0%|          | 227/46302 [14:25<49:00:22,  3.83s/it]
  0%|          | 228/46302 [14:29<49:00:19,  3.83s/it]
  0%|          | 229/46302 [14:32<49:00:38,  3.83s/it]
  0%|          | 230/46302 [14:36<49:00:20,  3.83s/it]
  0%|          | 231/46302 [14:40<49:00:09,  3.83s/it]
  1%|          | 232/46302 [14:44<49:00:55,  3.83s/it]
  1%|          | 233/46302 [14:48<49:00:58,  3.83s/it]
  1%|          | 234/46302 [14:52<49:01:31,  3.83s/it]
  1%|          | 235/46302 [14:55<49:00:43,  3.83s/it]
  1%|          | 236/46302 [14:59<49:00:44,  3.83s/it]
  1%|          | 237/46302 [15:03<49:00:18,  3.83s/it]
  1%|          | 238/46302 [15:07<48:59:51,  3.83s/it]
  1%|          | 239/46302 [15:11<48:59:30,  3.83s/it]
  1%|          | 240/46302 [15:15<48:59:23,  3.83s/it]
  1%|          | 241/46302 [15:18<48:58:54,  3.83s/it]
  1%|          | 242/46302 [15:22<48:59:20,  3.83s/it]
  1%|          | 243/46302 [15:26<49:00:06,  3.83s/it]
  1%|          | 244/46302 [15:30<48:59:59,  3.83s/it]
  1%|          | 245/46302 [15:34<49:00:26,  3.83s/it]
  1%|          | 246/46302 [15:38<49:00:00,  3.83s/it]
  1%|          | 247/46302 [15:41<48:59:16,  3.83s/it]
  1%|          | 248/46302 [15:45<48:59:34,  3.83s/it]
  1%|          | 249/46302 [15:49<48:58:55,  3.83s/it]
  1%|          | 250/46302 [15:53<48:59:15,  3.83s/it]
  1%|          | 251/46302 [15:57<48:59:04,  3.83s/it]
  1%|          | 252/46302 [16:01<48:59:42,  3.83s/it]
  1%|          | 253/46302 [16:04<49:00:15,  3.83s/it]
  1%|          | 254/46302 [16:08<49:00:58,  3.83s/it]
  1%|          | 255/46302 [16:12<49:00:42,  3.83s/it]
  1%|          | 256/46302 [16:16<49:00:32,  3.83s/it]
  1%|          | 257/46302 [16:20<48:59:52,  3.83s/it]
  1%|          | 258/46302 [16:24<49:00:09,  3.83s/it]
  1%|          | 259/46302 [16:27<48:59:12,  3.83s/it]
  1%|          | 260/46302 [16:31<48:59:11,  3.83s/it]
  1%|          | 261/46302 [16:35<48:59:42,  3.83s/it]
  1%|          | 262/46302 [16:39<48:59:39,  3.83s/it]
  1%|          | 263/46302 [16:43<48:59:03,  3.83s/it]
  1%|          | 264/46302 [16:47<48:58:32,  3.83s/it]
  1%|          | 265/46302 [16:50<48:58:40,  3.83s/it]
  1%|          | 266/46302 [16:54<48:58:05,  3.83s/it]
  1%|          | 267/46302 [16:58<48:58:13,  3.83s/it]
  1%|          | 268/46302 [17:02<48:57:49,  3.83s/it]
  1%|          | 269/46302 [17:06<48:58:03,  3.83s/it]
  1%|          | 270/46302 [17:10<48:57:42,  3.83s/it]
  1%|          | 271/46302 [17:13<48:57:41,  3.83s/it]
  1%|          | 272/46302 [17:17<48:57:45,  3.83s/it]
  1%|          | 273/46302 [17:21<48:58:06,  3.83s/it]
  1%|          | 274/46302 [17:25<48:58:09,  3.83s/it]
  1%|          | 275/46302 [17:29<48:57:19,  3.83s/it]
  1%|          | 276/46302 [17:32<48:58:07,  3.83s/it]
  1%|          | 277/46302 [17:36<48:58:26,  3.83s/it]
  1%|          | 278/46302 [17:40<48:58:45,  3.83s/it]
  1%|          | 279/46302 [17:44<48:57:56,  3.83s/it]
  1%|          | 280/46302 [17:48<48:58:07,  3.83s/it]
  1%|          | 281/46302 [17:52<48:57:28,  3.83s/it]
  1%|          | 282/46302 [17:55<48:57:32,  3.83s/it]
  1%|          | 283/46302 [17:59<48:57:28,  3.83s/it]
  1%|          | 284/46302 [18:03<48:58:18,  3.83s/it]
  1%|          | 285/46302 [18:07<48:58:50,  3.83s/it]
  1%|          | 286/46302 [18:11<48:59:05,  3.83s/it]
  1%|          | 287/46302 [18:15<48:58:35,  3.83s/it]
  1%|          | 288/46302 [18:18<48:58:13,  3.83s/it]
  1%|          | 289/46302 [18:22<48:58:41,  3.83s/it]
  1%|          | 290/46302 [18:26<48:57:31,  3.83s/it]
  1%|          | 291/46302 [18:30<48:57:42,  3.83s/it]
  1%|          | 292/46302 [18:34<48:58:24,  3.83s/it]
  1%|          | 293/46302 [18:38<48:57:43,  3.83s/it]
  1%|          | 294/46302 [18:41<48:57:05,  3.83s/it]
  1%|          | 295/46302 [18:45<48:56:57,  3.83s/it]
  1%|          | 296/46302 [18:49<48:56:27,  3.83s/it]
  1%|          | 297/46302 [18:53<48:55:59,  3.83s/it]
  1%|          | 298/46302 [18:57<48:56:58,  3.83s/it]
  1%|          | 299/46302 [19:01<48:56:21,  3.83s/it]
  1%|          | 300/46302 [19:04<48:56:04,  3.83s/it]
  1%|          | 301/46302 [19:08<48:55:59,  3.83s/it]
  1%|          | 302/46302 [19:12<48:55:48,  3.83s/it]
  1%|          | 303/46302 [19:16<48:55:33,  3.83s/it]
  1%|          | 304/46302 [19:20<48:55:06,  3.83s/it]
  1%|          | 305/46302 [19:24<48:55:01,  3.83s/it]
  1%|          | 306/46302 [19:27<48:55:43,  3.83s/it]
  1%|          | 307/46302 [19:31<48:55:58,  3.83s/it]
  1%|          | 308/46302 [19:35<48:55:13,  3.83s/it]
  1%|          | 309/46302 [19:39<48:55:19,  3.83s/it]
  1%|          | 310/46302 [19:43<48:56:01,  3.83s/it]
  1%|          | 311/46302 [19:47<48:56:23,  3.83s/it]
  1%|          | 312/46302 [19:50<48:56:41,  3.83s/it]
  1%|          | 313/46302 [19:54<48:55:52,  3.83s/it]
  1%|          | 314/46302 [19:58<48:55:20,  3.83s/it]
  1%|          | 315/46302 [20:02<48:55:07,  3.83s/it]
  1%|          | 316/46302 [20:06<48:55:13,  3.83s/it]
  1%|          | 317/46302 [20:10<48:55:24,  3.83s/it]
  1%|          | 318/46302 [20:13<48:55:29,  3.83s/it]
  1%|          | 319/46302 [20:17<48:55:31,  3.83s/it]
  1%|          | 320/46302 [20:21<48:55:17,  3.83s/it]
  1%|          | 321/46302 [20:25<48:55:34,  3.83s/it]
  1%|          | 322/46302 [20:29<48:55:40,  3.83s/it]
  1%|          | 323/46302 [20:33<48:56:09,  3.83s/it]
  1%|          | 324/46302 [20:36<48:56:31,  3.83s/it]
  1%|          | 325/46302 [20:40<48:55:28,  3.83s/it]
  1%|          | 326/46302 [20:44<48:56:00,  3.83s/it]
  1%|          | 327/46302 [20:48<48:55:43,  3.83s/it]
  1%|          | 328/46302 [20:52<48:55:14,  3.83s/it]
  1%|          | 329/46302 [20:56<48:55:37,  3.83s/it]
  1%|          | 330/46302 [20:59<48:55:44,  3.83s/it]
  1%|          | 331/46302 [21:03<48:55:52,  3.83s/it]
  1%|          | 332/46302 [21:07<48:55:43,  3.83s/it]
  1%|          | 333/46302 [21:11<48:55:33,  3.83s/it]
  1%|          | 334/46302 [21:15<48:55:19,  3.83s/it]
  1%|          | 335/46302 [21:18<48:54:58,  3.83s/it]
  1%|          | 336/46302 [21:22<48:54:13,  3.83s/it]
  1%|          | 337/46302 [21:26<48:54:32,  3.83s/it]
  1%|          | 338/46302 [21:30<48:55:00,  3.83s/it]
  1%|          | 339/46302 [21:34<48:54:36,  3.83s/it]
  1%|          | 340/46302 [21:38<48:54:06,  3.83s/it]
  1%|          | 341/46302 [21:41<48:54:10,  3.83s/it]
  1%|          | 342/46302 [21:45<48:54:56,  3.83s/it]
  1%|          | 343/46302 [21:49<48:55:20,  3.83s/it]
  1%|          | 344/46302 [21:53<48:55:02,  3.83s/it]
  1%|          | 345/46302 [21:57<48:54:43,  3.83s/it]
  1%|          | 346/46302 [22:01<48:54:32,  3.83s/it]
  1%|          | 347/46302 [22:04<48:54:44,  3.83s/it]
  1%|          | 348/46302 [22:08<48:54:24,  3.83s/it]
  1%|          | 349/46302 [22:12<48:55:35,  3.83s/it]
  1%|          | 350/46302 [22:16<48:55:28,  3.83s/it]
  1%|          | 351/46302 [22:20<48:55:31,  3.83s/it]
  1%|          | 352/46302 [22:24<48:54:34,  3.83s/it]
  1%|          | 353/46302 [22:27<48:54:32,  3.83s/it]
  1%|          | 354/46302 [22:31<48:54:17,  3.83s/it]
  1%|          | 355/46302 [22:35<48:54:15,  3.83s/it]
  1%|          | 356/46302 [22:39<48:54:04,  3.83s/it]
  1%|          | 357/46302 [22:43<48:54:04,  3.83s/it]
  1%|          | 358/46302 [22:47<48:53:50,  3.83s/it]
  1%|          | 359/46302 [22:50<48:53:51,  3.83s/it]
  1%|          | 360/46302 [22:54<48:54:04,  3.83s/it]
  1%|          | 361/46302 [22:58<48:53:16,  3.83s/it]
  1%|          | 362/46302 [23:02<48:52:48,  3.83s/it]
  1%|          | 363/46302 [23:06<48:53:04,  3.83s/it]
  1%|          | 364/46302 [23:10<48:53:11,  3.83s/it]
  1%|          | 365/46302 [23:13<48:53:07,  3.83s/it]
  1%|          | 366/46302 [23:17<48:52:56,  3.83s/it]
  1%|          | 367/46302 [23:21<48:52:49,  3.83s/it]
  1%|          | 368/46302 [23:25<48:53:04,  3.83s/it]
  1%|          | 369/46302 [23:29<48:53:10,  3.83s/it]
  1%|          | 370/46302 [23:33<48:53:10,  3.83s/it]
  1%|          | 371/46302 [23:36<48:53:28,  3.83s/it]
  1%|          | 372/46302 [23:40<48:52:52,  3.83s/it]
  1%|          | 373/46302 [23:44<48:51:59,  3.83s/it]
  1%|          | 374/46302 [23:48<48:52:24,  3.83s/it]
  1%|          | 375/46302 [23:52<48:52:14,  3.83s/it]
  1%|          | 376/46302 [23:56<48:52:50,  3.83s/it]
  1%|          | 377/46302 [23:59<48:52:30,  3.83s/it]
  1%|          | 378/46302 [24:03<48:52:22,  3.83s/it]
  1%|          | 379/46302 [24:07<48:52:33,  3.83s/it]
  1%|          | 380/46302 [24:11<48:52:13,  3.83s/it]
  1%|          | 381/46302 [24:15<48:52:22,  3.83s/it]
  1%|          | 382/46302 [24:19<48:52:16,  3.83s/it]
  1%|          | 383/46302 [24:22<48:52:21,  3.83s/it]
  1%|          | 384/46302 [24:26<48:52:45,  3.83s/it]
  1%|          | 385/46302 [24:30<48:52:32,  3.83s/it]
  1%|          | 386/46302 [24:34<48:52:39,  3.83s/it]
  1%|          | 387/46302 [24:38<48:52:28,  3.83s/it]
  1%|          | 388/46302 [24:42<48:52:19,  3.83s/it]
  1%|          | 389/46302 [24:45<48:52:09,  3.83s/it]
  1%|          | 390/46302 [24:49<48:52:41,  3.83s/it]
  1%|          | 391/46302 [24:53<48:53:07,  3.83s/it]
  1%|          | 392/46302 [24:57<48:53:32,  3.83s/it]
  1%|          | 393/46302 [25:01<48:53:07,  3.83s/it]
  1%|          | 394/46302 [25:05<48:52:52,  3.83s/it]
  1%|          | 395/46302 [25:08<48:52:25,  3.83s/it]
  1%|          | 396/46302 [25:12<48:52:02,  3.83s/it]
  1%|          | 397/46302 [25:16<48:51:23,  3.83s/it]
  1%|          | 398/46302 [25:20<48:51:50,  3.83s/it]
  1%|          | 399/46302 [25:24<48:51:23,  3.83s/it]
  1%|          | 400/46302 [25:28<48:51:05,  3.83s/it]
  1%|          | 401/46302 [25:31<48:51:08,  3.83s/it]
  1%|          | 402/46302 [25:35<48:51:13,  3.83s/it]
  1%|          | 403/46302 [25:39<48:51:05,  3.83s/it]
  1%|          | 404/46302 [25:43<48:51:13,  3.83s/it]
  1%|          | 405/46302 [25:47<48:51:13,  3.83s/it]
  1%|          | 406/46302 [25:51<48:50:51,  3.83s/it]
  1%|          | 407/46302 [25:54<48:51:26,  3.83s/it]
  1%|          | 408/46302 [25:58<48:51:12,  3.83s/it]
  1%|          | 409/46302 [26:02<48:50:51,  3.83s/it]
  1%|          | 410/46302 [26:06<48:51:13,  3.83s/it]
  1%|          | 411/46302 [26:10<48:51:14,  3.83s/it]
  1%|          | 412/46302 [26:14<48:51:26,  3.83s/it]
  1%|          | 413/46302 [26:17<48:50:38,  3.83s/it]
  1%|          | 414/46302 [26:21<48:50:20,  3.83s/it]
  1%|          | 415/46302 [26:25<48:50:54,  3.83s/it]
  1%|          | 416/46302 [26:29<48:50:49,  3.83s/it]
  1%|          | 417/46302 [26:33<48:51:02,  3.83s/it]
  1%|          | 418/46302 [26:37<48:51:03,  3.83s/it]
  1%|          | 419/46302 [26:40<48:50:57,  3.83s/it]
  1%|          | 420/46302 [26:44<48:50:11,  3.83s/it]
  1%|          | 421/46302 [26:48<48:50:06,  3.83s/it]
  1%|          | 422/46302 [26:52<48:50:30,  3.83s/it]
  1%|          | 423/46302 [26:56<48:50:34,  3.83s/it]
  1%|          | 424/46302 [27:00<48:50:57,  3.83s/it]
  1%|          | 425/46302 [27:03<48:50:02,  3.83s/it]
  1%|          | 426/46302 [27:07<48:50:31,  3.83s/it]
  1%|          | 427/46302 [27:11<48:50:17,  3.83s/it]
  1%|          | 428/46302 [27:15<48:50:14,  3.83s/it]
  1%|          | 429/46302 [27:19<48:50:38,  3.83s/it]
  1%|          | 430/46302 [27:23<48:50:48,  3.83s/it]
  1%|          | 431/46302 [27:26<48:50:13,  3.83s/it]
  1%|          | 432/46302 [27:30<48:50:27,  3.83s/it]
  1%|          | 433/46302 [27:34<48:51:17,  3.83s/it]
  1%|          | 434/46302 [27:38<48:50:31,  3.83s/it]
  1%|          | 435/46302 [27:42<48:49:40,  3.83s/it]
  1%|          | 436/46302 [27:46<48:49:15,  3.83s/it]
  1%|          | 437/46302 [27:49<48:49:02,  3.83s/it]
  1%|          | 438/46302 [27:53<48:49:21,  3.83s/it]
  1%|          | 439/46302 [27:57<48:49:32,  3.83s/it]
  1%|          | 440/46302 [28:01<48:49:51,  3.83s/it]
  1%|          | 441/46302 [28:05<48:49:45,  3.83s/it]
  1%|          | 442/46302 [28:09<48:49:41,  3.83s/it]
  1%|          | 443/46302 [28:12<48:49:36,  3.83s/it]
  1%|          | 444/46302 [28:16<48:49:18,  3.83s/it]
  1%|          | 445/46302 [28:20<48:49:00,  3.83s/it]
  1%|          | 446/46302 [28:24<48:49:02,  3.83s/it]
  1%|          | 447/46302 [28:28<48:48:57,  3.83s/it]
  1%|          | 448/46302 [28:32<48:49:07,  3.83s/it]
  1%|          | 449/46302 [28:35<48:48:39,  3.83s/it]
  1%|          | 450/46302 [28:39<48:48:18,  3.83s/it]
  1%|          | 451/46302 [28:43<48:48:12,  3.83s/it]
  1%|          | 452/46302 [28:47<48:47:56,  3.83s/it]
  1%|          | 453/46302 [28:51<48:48:09,  3.83s/it]
  1%|          | 454/46302 [28:55<48:47:45,  3.83s/it]
  1%|          | 455/46302 [28:58<48:48:14,  3.83s/it]
  1%|          | 456/46302 [29:02<48:48:49,  3.83s/it]
  1%|          | 457/46302 [29:06<48:48:03,  3.83s/it]
  1%|          | 458/46302 [29:10<48:47:48,  3.83s/it]
  1%|          | 459/46302 [29:14<48:47:23,  3.83s/it]
  1%|          | 460/46302 [29:17<48:47:56,  3.83s/it]
  1%|          | 461/46302 [29:21<48:47:23,  3.83s/it]
  1%|          | 462/46302 [29:25<48:47:49,  3.83s/it]
  1%|          | 463/46302 [29:29<48:47:48,  3.83s/it]
  1%|          | 464/46302 [29:33<48:48:10,  3.83s/it]
  1%|          | 465/46302 [29:37<48:47:49,  3.83s/it]
  1%|          | 466/46302 [29:40<48:47:51,  3.83s/it]
  1%|          | 467/46302 [29:44<48:47:17,  3.83s/it]
  1%|          | 468/46302 [29:48<48:47:20,  3.83s/it]
  1%|          | 469/46302 [29:52<48:47:48,  3.83s/it]
  1%|          | 470/46302 [29:56<48:47:22,  3.83s/it]
  1%|          | 471/46302 [30:00<48:48:35,  3.83s/it]
  1%|          | 472/46302 [30:03<48:48:26,  3.83s/it]
  1%|          | 473/46302 [30:07<48:48:04,  3.83s/it]
  1%|          | 474/46302 [30:11<48:47:32,  3.83s/it]
  1%|          | 475/46302 [30:15<48:47:06,  3.83s/it]
  1%|          | 476/46302 [30:19<48:46:47,  3.83s/it]
  1%|          | 477/46302 [30:23<48:46:35,  3.83s/it]
  1%|          | 478/46302 [30:26<48:46:38,  3.83s/it]
  1%|          | 479/46302 [30:30<48:46:37,  3.83s/it]
  1%|          | 480/46302 [30:34<48:46:47,  3.83s/it]
  1%|          | 481/46302 [30:38<48:46:57,  3.83s/it]
  1%|          | 482/46302 [30:42<48:46:56,  3.83s/it]
  1%|          | 483/46302 [30:46<48:45:40,  3.83s/it]
  1%|          | 484/46302 [30:49<48:46:04,  3.83s/it]
  1%|          | 485/46302 [30:53<48:45:57,  3.83s/it]
  1%|          | 486/46302 [30:57<48:46:29,  3.83s/it]
  1%|          | 487/46302 [31:01<48:46:30,  3.83s/it]
  1%|          | 488/46302 [31:05<48:46:43,  3.83s/it]
  1%|          | 489/46302 [31:09<48:46:30,  3.83s/it]
  1%|          | 490/46302 [31:12<48:47:04,  3.83s/it]
  1%|          | 491/46302 [31:16<48:46:35,  3.83s/it]
  1%|          | 492/46302 [31:20<48:46:51,  3.83s/it]
  1%|          | 493/46302 [31:24<48:46:29,  3.83s/it]
  1%|          | 494/46302 [31:28<48:46:06,  3.83s/it]
  1%|          | 495/46302 [31:32<48:45:34,  3.83s/it]
  1%|          | 496/46302 [31:35<48:45:22,  3.83s/it]
  1%|          | 497/46302 [31:39<48:45:57,  3.83s/it]
  1%|          | 498/46302 [31:43<48:45:59,  3.83s/it]
  1%|          | 499/46302 [31:47<48:46:28,  3.83s/it]
  1%|          | 500/46302 [31:51<48:46:29,  3.83s/it]
                                                      
{'loss': 6.1558, 'learning_rate': 0.0025, 'epoch': 0.01}

  1%|          | 500/46302 [31:51<48:46:29,  3.83s/it]
  1%|          | 501/46302 [31:55<48:47:30,  3.84s/it]
  1%|          | 502/46302 [31:58<48:47:46,  3.84s/it]
  1%|          | 503/46302 [32:02<48:46:42,  3.83s/it]
  1%|          | 504/46302 [32:06<48:46:02,  3.83s/it]
  1%|          | 505/46302 [32:10<48:46:00,  3.83s/it]
  1%|          | 506/46302 [32:14<48:45:53,  3.83s/it]
  1%|          | 507/46302 [32:18<48:45:46,  3.83s/it]
  1%|          | 508/46302 [32:21<48:45:33,  3.83s/it]
  1%|          | 509/46302 [32:25<48:46:10,  3.83s/it]
  1%|          | 510/46302 [32:29<48:45:08,  3.83s/it]
  1%|          | 511/46302 [32:33<48:44:49,  3.83s/it]
  1%|          | 512/46302 [32:37<48:44:11,  3.83s/it]
  1%|          | 513/46302 [32:41<48:44:18,  3.83s/it]
  1%|          | 514/46302 [32:44<48:44:06,  3.83s/it]
  1%|          | 515/46302 [32:48<48:44:25,  3.83s/it]
  1%|          | 516/46302 [32:52<48:44:23,  3.83s/it]
  1%|          | 517/46302 [32:56<48:44:33,  3.83s/it]
  1%|          | 518/46302 [33:00<48:45:02,  3.83s/it]
  1%|          | 519/46302 [33:04<48:45:03,  3.83s/it]
  1%|          | 520/46302 [33:07<48:45:53,  3.83s/it]
  1%|          | 521/46302 [33:11<48:46:02,  3.83s/it]
  1%|          | 522/46302 [33:15<48:46:25,  3.84s/it]
  1%|          | 523/46302 [33:19<48:46:00,  3.83s/it]
  1%|          | 524/46302 [33:23<48:45:54,  3.83s/it]
  1%|          | 525/46302 [33:27<48:46:07,  3.84s/it]
  1%|          | 526/46302 [33:30<48:44:54,  3.83s/it]
  1%|          | 527/46302 [33:34<48:45:36,  3.83s/it]
  1%|          | 528/46302 [33:38<48:44:50,  3.83s/it]
  1%|          | 529/46302 [33:42<48:44:28,  3.83s/it]
  1%|          | 530/46302 [33:46<48:45:02,  3.83s/it]
  1%|          | 531/46302 [33:50<48:44:40,  3.83s/it]
  1%|          | 532/46302 [33:53<48:44:00,  3.83s/it]
  1%|          | 533/46302 [33:57<48:43:46,  3.83s/it]
  1%|          | 534/46302 [34:01<48:43:45,  3.83s/it]
  1%|          | 535/46302 [34:05<48:44:11,  3.83s/it]
  1%|          | 536/46302 [34:09<48:44:00,  3.83s/it]
  1%|          | 537/46302 [34:13<48:43:45,  3.83s/it]
  1%|          | 538/46302 [34:16<48:43:32,  3.83s/it]
  1%|          | 539/46302 [34:20<48:43:58,  3.83s/it]
  1%|          | 540/46302 [34:24<48:43:55,  3.83s/it]
  1%|          | 541/46302 [34:28<48:43:37,  3.83s/it]
  1%|          | 542/46302 [34:32<48:43:30,  3.83s/it]
  1%|          | 543/46302 [34:36<48:43:50,  3.83s/it]
  1%|          | 544/46302 [34:39<48:44:54,  3.84s/it]
  1%|          | 545/46302 [34:43<48:44:31,  3.83s/it]
  1%|          | 546/46302 [34:47<48:43:53,  3.83s/it]
  1%|          | 547/46302 [34:51<48:44:08,  3.83s/it]
  1%|          | 548/46302 [34:55<48:43:40,  3.83s/it]
  1%|          | 549/46302 [34:59<48:43:28,  3.83s/it]
  1%|          | 550/46302 [35:02<48:44:30,  3.84s/it]
  1%|          | 551/46302 [35:06<48:44:27,  3.84s/it]
  1%|          | 552/46302 [35:10<48:43:39,  3.83s/it]
  1%|          | 553/46302 [35:14<48:43:30,  3.83s/it]
  1%|          | 554/46302 [35:18<48:43:40,  3.83s/it]
  1%|          | 555/46302 [35:22<48:43:51,  3.83s/it]
  1%|          | 556/46302 [35:25<48:44:04,  3.84s/it]
  1%|          | 557/46302 [35:29<48:43:56,  3.84s/it]
  1%|          | 558/46302 [35:33<48:43:45,  3.83s/it]
  1%|          | 559/46302 [35:37<48:43:49,  3.84s/it]
  1%|          | 560/46302 [35:41<48:43:28,  3.83s/it]
  1%|          | 561/46302 [35:45<48:43:06,  3.83s/it]
  1%|          | 562/46302 [35:49<48:42:44,  3.83s/it]
  1%|          | 563/46302 [35:52<48:42:24,  3.83s/it]
  1%|          | 564/46302 [35:56<48:41:58,  3.83s/it]
  1%|          | 565/46302 [36:00<48:42:40,  3.83s/it]
  1%|          | 566/46302 [36:04<48:42:37,  3.83s/it]
  1%|          | 567/46302 [36:08<48:42:49,  3.83s/it]
  1%|          | 568/46302 [36:12<48:42:49,  3.83s/it]
  1%|          | 569/46302 [36:15<48:42:31,  3.83s/it]
  1%|          | 570/46302 [36:19<48:42:02,  3.83s/it]
  1%|          | 571/46302 [36:23<48:42:47,  3.83s/it]
  1%|          | 572/46302 [36:27<48:42:27,  3.83s/it]
  1%|          | 573/46302 [36:31<48:42:21,  3.83s/it]
  1%|          | 574/46302 [36:35<48:42:04,  3.83s/it]
  1%|          | 575/46302 [36:38<48:41:11,  3.83s/it]
  1%|          | 576/46302 [36:42<48:42:21,  3.83s/it]
  1%|          | 577/46302 [36:46<48:43:16,  3.84s/it]
  1%|          | 578/46302 [36:50<48:42:20,  3.83s/it]
  1%|▏         | 579/46302 [36:54<48:43:19,  3.84s/it]
  1%|▏         | 580/46302 [36:58<48:43:47,  3.84s/it]
  1%|▏         | 581/46302 [37:01<48:43:25,  3.84s/it]
  1%|▏         | 582/46302 [37:05<48:43:25,  3.84s/it]
  1%|▏         | 583/46302 [37:09<48:43:06,  3.84s/it]
  1%|▏         | 584/46302 [37:13<48:42:37,  3.84s/it]
  1%|▏         | 585/46302 [37:17<48:42:09,  3.84s/it]
  1%|▏         | 586/46302 [37:21<48:42:02,  3.84s/it]
  1%|▏         | 587/46302 [37:24<48:42:20,  3.84s/it]
  1%|▏         | 588/46302 [37:28<48:41:30,  3.83s/it]
  1%|▏         | 589/46302 [37:32<48:41:46,  3.83s/it]
  1%|▏         | 590/46302 [37:36<48:42:19,  3.84s/it]
  1%|▏         | 591/46302 [37:40<48:42:25,  3.84s/it]
  1%|▏         | 592/46302 [37:44<48:41:42,  3.84s/it]
  1%|▏         | 593/46302 [37:47<48:43:17,  3.84s/it]
  1%|▏         | 594/46302 [37:51<48:42:43,  3.84s/it]
  1%|▏         | 595/46302 [37:55<48:41:43,  3.84s/it]
  1%|▏         | 596/46302 [37:59<48:41:16,  3.83s/it]
  1%|▏         | 597/46302 [38:03<48:41:15,  3.83s/it]
  1%|▏         | 598/46302 [38:07<48:40:22,  3.83s/it]
  1%|▏         | 599/46302 [38:10<48:40:51,  3.83s/it]
  1%|▏         | 600/46302 [38:14<48:40:25,  3.83s/it]
  1%|▏         | 601/46302 [38:18<48:41:30,  3.84s/it]
  1%|▏         | 602/46302 [38:22<48:40:00,  3.83s/it]
  1%|▏         | 603/46302 [38:26<48:39:35,  3.83s/it]
  1%|▏         | 604/46302 [38:30<48:39:23,  3.83s/it]
  1%|▏         | 605/46302 [38:33<48:38:52,  3.83s/it]
  1%|▏         | 606/46302 [38:37<48:38:54,  3.83s/it]
  1%|▏         | 607/46302 [38:41<48:38:39,  3.83s/it]
  1%|▏         | 608/46302 [38:45<48:38:45,  3.83s/it]
  1%|▏         | 609/46302 [38:49<48:39:57,  3.83s/it]
  1%|▏         | 610/46302 [38:53<48:39:59,  3.83s/it]
  1%|▏         | 611/46302 [38:56<48:40:11,  3.83s/it]
  1%|▏         | 612/46302 [39:00<48:40:16,  3.83s/it]
  1%|▏         | 613/46302 [39:04<48:40:11,  3.83s/it]
  1%|▏         | 614/46302 [39:08<48:39:07,  3.83s/it]
  1%|▏         | 615/46302 [39:12<48:39:07,  3.83s/it]
  1%|▏         | 616/46302 [39:16<48:39:14,  3.83s/it]
  1%|▏         | 617/46302 [39:19<48:39:17,  3.83s/it]
  1%|▏         | 618/46302 [39:23<48:38:50,  3.83s/it]
  1%|▏         | 619/46302 [39:27<48:38:45,  3.83s/it]
  1%|▏         | 620/46302 [39:31<48:38:27,  3.83s/it]
  1%|▏         | 621/46302 [39:35<48:38:23,  3.83s/it]
  1%|▏         | 622/46302 [39:39<48:37:35,  3.83s/it]
  1%|▏         | 623/46302 [39:42<48:37:05,  3.83s/it]
  1%|▏         | 624/46302 [39:46<48:37:16,  3.83s/it]
  1%|▏         | 625/46302 [39:50<48:38:20,  3.83s/it]
  1%|▏         | 626/46302 [39:54<48:38:00,  3.83s/it]
  1%|▏         | 627/46302 [39:58<48:37:58,  3.83s/it]
  1%|▏         | 628/46302 [40:02<48:37:51,  3.83s/it]
  1%|▏         | 629/46302 [40:05<48:37:28,  3.83s/it]
  1%|▏         | 630/46302 [40:09<48:36:42,  3.83s/it]
  1%|▏         | 631/46302 [40:13<48:37:32,  3.83s/it]
  1%|▏         | 632/46302 [40:17<48:37:38,  3.83s/it]
  1%|▏         | 633/46302 [40:21<48:37:13,  3.83s/it]
  1%|▏         | 634/46302 [40:25<48:36:59,  3.83s/it]
  1%|▏         | 635/46302 [40:28<48:36:56,  3.83s/it]
  1%|▏         | 636/46302 [40:32<48:36:49,  3.83s/it]
  1%|▏         | 637/46302 [40:36<48:36:50,  3.83s/it]
  1%|▏         | 638/46302 [40:40<48:36:45,  3.83s/it]
  1%|▏         | 639/46302 [40:44<48:36:13,  3.83s/it]
  1%|▏         | 640/46302 [40:48<48:36:04,  3.83s/it]
  1%|▏         | 641/46302 [40:51<48:36:20,  3.83s/it]
  1%|▏         | 642/46302 [40:55<48:36:10,  3.83s/it]
  1%|▏         | 643/46302 [40:59<48:36:13,  3.83s/it]
  1%|▏         | 644/46302 [41:03<48:36:21,  3.83s/it]
  1%|▏         | 645/46302 [41:07<48:36:30,  3.83s/it]
  1%|▏         | 646/46302 [41:11<48:36:07,  3.83s/it]
  1%|▏         | 647/46302 [41:14<48:37:00,  3.83s/it]
  1%|▏         | 648/46302 [41:18<48:37:11,  3.83s/it]
  1%|▏         | 649/46302 [41:22<48:37:24,  3.83s/it]
  1%|▏         | 650/46302 [41:26<48:37:20,  3.83s/it]
  1%|▏         | 651/46302 [41:30<48:37:11,  3.83s/it]
  1%|▏         | 652/46302 [41:34<48:36:57,  3.83s/it]
  1%|▏         | 653/46302 [41:37<48:37:00,  3.83s/it]
  1%|▏         | 654/46302 [41:41<48:36:28,  3.83s/it]
  1%|▏         | 655/46302 [41:45<48:36:39,  3.83s/it]
  1%|▏         | 656/46302 [41:49<48:35:52,  3.83s/it]
  1%|▏         | 657/46302 [41:53<48:36:56,  3.83s/it]
  1%|▏         | 658/46302 [41:57<48:36:18,  3.83s/it]
  1%|▏         | 659/46302 [42:00<48:36:35,  3.83s/it]
  1%|▏         | 660/46302 [42:04<48:36:29,  3.83s/it]
  1%|▏         | 661/46302 [42:08<48:36:27,  3.83s/it]
  1%|▏         | 662/46302 [42:12<48:36:49,  3.83s/it]
  1%|▏         | 663/46302 [42:16<48:37:08,  3.84s/it]
  1%|▏         | 664/46302 [42:20<48:36:58,  3.83s/it]
  1%|▏         | 665/46302 [42:23<48:37:02,  3.84s/it]
  1%|▏         | 666/46302 [42:27<48:36:56,  3.84s/it]
  1%|▏         | 667/46302 [42:31<48:36:14,  3.83s/it]
  1%|▏         | 668/46302 [42:35<48:35:54,  3.83s/it]
  1%|▏         | 669/46302 [42:39<48:35:00,  3.83s/it]
  1%|▏         | 670/46302 [42:43<48:34:58,  3.83s/it]
  1%|▏         | 671/46302 [42:46<48:34:23,  3.83s/it]
  1%|▏         | 672/46302 [42:50<48:34:22,  3.83s/it]
  1%|▏         | 673/46302 [42:54<48:34:10,  3.83s/it]
  1%|▏         | 674/46302 [42:58<48:35:05,  3.83s/it]
  1%|▏         | 675/46302 [43:02<48:34:36,  3.83s/it]
  1%|▏         | 676/46302 [43:06<48:33:41,  3.83s/it]
  1%|▏         | 677/46302 [43:09<48:33:50,  3.83s/it]
  1%|▏         | 678/46302 [43:13<48:33:53,  3.83s/it]
  1%|▏         | 679/46302 [43:17<48:34:30,  3.83s/it]
  1%|▏         | 680/46302 [43:21<48:34:03,  3.83s/it]
  1%|▏         | 681/46302 [43:25<48:34:04,  3.83s/it]
  1%|▏         | 682/46302 [43:29<48:33:48,  3.83s/it]
  1%|▏         | 683/46302 [43:32<48:34:20,  3.83s/it]
  1%|▏         | 684/46302 [43:36<48:34:31,  3.83s/it]
  1%|▏         | 685/46302 [43:40<48:34:31,  3.83s/it]
  1%|▏         | 686/46302 [43:44<48:34:41,  3.83s/it]
  1%|▏         | 687/46302 [43:48<48:34:38,  3.83s/it]
  1%|▏         | 688/46302 [43:52<48:34:07,  3.83s/it]
  1%|▏         | 689/46302 [43:55<48:33:40,  3.83s/it]
  1%|▏         | 690/46302 [43:59<48:33:11,  3.83s/it]
  1%|▏         | 691/46302 [44:03<48:33:02,  3.83s/it]
  1%|▏         | 692/46302 [44:07<48:32:38,  3.83s/it]
  1%|▏         | 693/46302 [44:11<48:32:25,  3.83s/it]
  1%|▏         | 694/46302 [44:15<48:32:44,  3.83s/it]
  2%|▏         | 695/46302 [44:18<48:33:36,  3.83s/it]
  2%|▏         | 696/46302 [44:22<48:33:29,  3.83s/it]
  2%|▏         | 697/46302 [44:26<48:32:31,  3.83s/it]
  2%|▏         | 698/46302 [44:30<48:32:11,  3.83s/it]
  2%|▏         | 699/46302 [44:34<48:31:58,  3.83s/it]
  2%|▏         | 700/46302 [44:38<48:31:55,  3.83s/it]
  2%|▏         | 701/46302 [44:41<48:31:32,  3.83s/it]
  2%|▏         | 702/46302 [44:45<48:31:06,  3.83s/it]
  2%|▏         | 703/46302 [44:49<48:31:31,  3.83s/it]
  2%|▏         | 704/46302 [44:53<48:31:25,  3.83s/it]
  2%|▏         | 705/46302 [44:57<48:31:35,  3.83s/it]
  2%|▏         | 706/46302 [45:01<48:31:38,  3.83s/it]
  2%|▏         | 707/46302 [45:04<48:31:24,  3.83s/it]
  2%|▏         | 708/46302 [45:08<48:31:15,  3.83s/it]
  2%|▏         | 709/46302 [45:12<48:31:22,  3.83s/it]
  2%|▏         | 710/46302 [45:16<48:31:15,  3.83s/it]
  2%|▏         | 711/46302 [45:20<48:31:34,  3.83s/it]
  2%|▏         | 712/46302 [45:24<48:31:17,  3.83s/it]
  2%|▏         | 713/46302 [45:27<48:31:07,  3.83s/it]
  2%|▏         | 714/46302 [45:31<48:31:09,  3.83s/it]
  2%|▏         | 715/46302 [45:35<48:30:28,  3.83s/it]
  2%|▏         | 716/46302 [45:39<48:30:37,  3.83s/it]
  2%|▏         | 717/46302 [45:43<48:29:22,  3.83s/it]
  2%|▏         | 718/46302 [45:46<48:28:45,  3.83s/it]
  2%|▏         | 719/46302 [45:50<48:29:24,  3.83s/it]
  2%|▏         | 720/46302 [45:54<48:30:03,  3.83s/it]
  2%|▏         | 721/46302 [45:58<48:30:19,  3.83s/it]
  2%|▏         | 722/46302 [46:02<48:30:23,  3.83s/it]
  2%|▏         | 723/46302 [46:06<48:30:06,  3.83s/it]
  2%|▏         | 724/46302 [46:09<48:29:35,  3.83s/it]
  2%|▏         | 725/46302 [46:13<48:29:27,  3.83s/it]
  2%|▏         | 726/46302 [46:17<48:29:17,  3.83s/it]
  2%|▏         | 727/46302 [46:21<48:29:56,  3.83s/it]
  2%|▏         | 728/46302 [46:25<48:30:07,  3.83s/it]
  2%|▏         | 729/46302 [46:29<48:30:33,  3.83s/it]
  2%|▏         | 730/46302 [46:32<48:30:34,  3.83s/it]
  2%|▏         | 731/46302 [46:36<48:30:13,  3.83s/it]
  2%|▏         | 732/46302 [46:40<48:30:21,  3.83s/it]
  2%|▏         | 733/46302 [46:44<48:30:05,  3.83s/it]
  2%|▏         | 734/46302 [46:48<48:29:24,  3.83s/it]
  2%|▏         | 735/46302 [46:52<48:29:28,  3.83s/it]
  2%|▏         | 736/46302 [46:55<48:28:38,  3.83s/it]
  2%|▏         | 737/46302 [46:59<48:29:07,  3.83s/it]
  2%|▏         | 738/46302 [47:03<48:29:25,  3.83s/it]
  2%|▏         | 739/46302 [47:07<48:28:51,  3.83s/it]
  2%|▏         | 740/46302 [47:11<48:29:03,  3.83s/it]
  2%|▏         | 741/46302 [47:15<48:28:53,  3.83s/it]
  2%|▏         | 742/46302 [47:18<48:28:03,  3.83s/it]
  2%|▏         | 743/46302 [47:22<48:28:38,  3.83s/it]
  2%|▏         | 744/46302 [47:26<48:28:42,  3.83s/it]
  2%|▏         | 745/46302 [47:30<48:28:50,  3.83s/it]
  2%|▏         | 746/46302 [47:34<48:28:58,  3.83s/it]
  2%|▏         | 747/46302 [47:38<48:29:04,  3.83s/it]
  2%|▏         | 748/46302 [47:41<48:29:02,  3.83s/it]
  2%|▏         | 749/46302 [47:45<48:28:45,  3.83s/it]
  2%|▏         | 750/46302 [47:49<48:27:55,  3.83s/it]
  2%|▏         | 751/46302 [47:53<48:28:22,  3.83s/it]
  2%|▏         | 752/46302 [47:57<48:29:08,  3.83s/it]
  2%|▏         | 753/46302 [48:01<48:29:16,  3.83s/it]
  2%|▏         | 754/46302 [48:04<48:28:50,  3.83s/it]
  2%|▏         | 755/46302 [48:08<48:29:27,  3.83s/it]
  2%|▏         | 756/46302 [48:12<48:29:24,  3.83s/it]
  2%|▏         | 757/46302 [48:16<48:29:22,  3.83s/it]
  2%|▏         | 758/46302 [48:20<48:29:32,  3.83s/it]
  2%|▏         | 759/46302 [48:24<48:29:39,  3.83s/it]
  2%|▏         | 760/46302 [48:27<48:29:19,  3.83s/it]
  2%|▏         | 761/46302 [48:31<48:29:02,  3.83s/it]
  2%|▏         | 762/46302 [48:35<48:28:33,  3.83s/it]
  2%|▏         | 763/46302 [48:39<48:28:23,  3.83s/it]
  2%|▏         | 764/46302 [48:43<48:28:11,  3.83s/it]
  2%|▏         | 765/46302 [48:47<48:28:00,  3.83s/it]
  2%|▏         | 766/46302 [48:50<48:28:07,  3.83s/it]
  2%|▏         | 767/46302 [48:54<48:28:23,  3.83s/it]
  2%|▏         | 768/46302 [48:58<48:28:25,  3.83s/it]
  2%|▏         | 769/46302 [49:02<48:28:56,  3.83s/it]
  2%|▏         | 770/46302 [49:06<48:28:51,  3.83s/it]
  2%|▏         | 771/46302 [49:10<48:28:45,  3.83s/it]
  2%|▏         | 772/46302 [49:13<48:28:50,  3.83s/it]
  2%|▏         | 773/46302 [49:17<48:28:51,  3.83s/it]
  2%|▏         | 774/46302 [49:21<48:28:02,  3.83s/it]
  2%|▏         | 775/46302 [49:25<48:27:54,  3.83s/it]
  2%|▏         | 776/46302 [49:29<48:27:28,  3.83s/it]
  2%|▏         | 777/46302 [49:33<48:27:32,  3.83s/it]
  2%|▏         | 778/46302 [49:36<48:27:18,  3.83s/it]
  2%|▏         | 779/46302 [49:40<48:27:08,  3.83s/it]
  2%|▏         | 780/46302 [49:44<48:27:13,  3.83s/it]
  2%|▏         | 781/46302 [49:48<48:26:52,  3.83s/it]
  2%|▏         | 782/46302 [49:52<48:26:47,  3.83s/it]
  2%|▏         | 783/46302 [49:56<48:26:44,  3.83s/it]
  2%|▏         | 784/46302 [49:59<48:26:02,  3.83s/it]
  2%|▏         | 785/46302 [50:03<48:27:14,  3.83s/it]
  2%|▏         | 786/46302 [50:07<48:27:24,  3.83s/it]
  2%|▏         | 787/46302 [50:11<48:26:53,  3.83s/it]
  2%|▏         | 788/46302 [50:15<48:27:04,  3.83s/it]
  2%|▏         | 789/46302 [50:19<48:27:54,  3.83s/it]
  2%|▏         | 790/46302 [50:22<48:26:34,  3.83s/it]
  2%|▏         | 791/46302 [50:26<48:25:51,  3.83s/it]
  2%|▏         | 792/46302 [50:30<48:25:39,  3.83s/it]
  2%|▏         | 793/46302 [50:34<48:25:31,  3.83s/it]
  2%|▏         | 794/46302 [50:38<48:25:34,  3.83s/it]
  2%|▏         | 795/46302 [50:42<48:25:27,  3.83s/it]
  2%|▏         | 796/46302 [50:45<48:25:30,  3.83s/it]
  2%|▏         | 797/46302 [50:49<48:25:55,  3.83s/it]
  2%|▏         | 798/46302 [50:53<48:27:06,  3.83s/it]
  2%|▏         | 799/46302 [50:57<48:27:26,  3.83s/it]
  2%|▏         | 800/46302 [51:01<48:26:44,  3.83s/it]
  2%|▏         | 801/46302 [51:05<48:27:10,  3.83s/it]
  2%|▏         | 802/46302 [51:08<48:26:00,  3.83s/it]
  2%|▏         | 803/46302 [51:12<48:25:29,  3.83s/it]
  2%|▏         | 804/46302 [51:16<48:23:10,  3.83s/it]
  2%|▏         | 805/46302 [51:20<48:23:13,  3.83s/it]
  2%|▏         | 806/46302 [51:24<48:24:01,  3.83s/it]
  2%|▏         | 807/46302 [51:27<48:24:05,  3.83s/it]
  2%|▏         | 808/46302 [51:31<48:23:34,  3.83s/it]
  2%|▏         | 809/46302 [51:35<48:24:25,  3.83s/it]
  2%|▏         | 810/46302 [51:39<48:24:33,  3.83s/it]
  2%|▏         | 811/46302 [51:43<48:24:02,  3.83s/it]
  2%|▏         | 812/46302 [51:47<48:24:12,  3.83s/it]
  2%|▏         | 813/46302 [51:50<48:23:33,  3.83s/it]
  2%|▏         | 814/46302 [51:54<48:23:54,  3.83s/it]
  2%|▏         | 815/46302 [51:58<48:23:59,  3.83s/it]
  2%|▏         | 816/46302 [52:02<48:23:56,  3.83s/it]
  2%|▏         | 817/46302 [52:06<48:24:13,  3.83s/it]
  2%|▏         | 818/46302 [52:10<48:24:26,  3.83s/it]
  2%|▏         | 819/46302 [52:13<48:24:08,  3.83s/it]
  2%|▏         | 820/46302 [52:17<48:24:03,  3.83s/it]
  2%|▏         | 821/46302 [52:21<48:24:24,  3.83s/it]
  2%|▏         | 822/46302 [52:25<48:24:20,  3.83s/it]
  2%|▏         | 823/46302 [52:29<48:23:56,  3.83s/it]
  2%|▏         | 824/46302 [52:33<48:23:25,  3.83s/it]
  2%|▏         | 825/46302 [52:36<48:23:40,  3.83s/it]
  2%|▏         | 826/46302 [52:40<48:23:55,  3.83s/it]
  2%|▏         | 827/46302 [52:44<48:23:49,  3.83s/it]
  2%|▏         | 828/46302 [52:48<48:23:35,  3.83s/it]
  2%|▏         | 829/46302 [52:52<48:23:52,  3.83s/it]
  2%|▏         | 830/46302 [52:56<48:23:46,  3.83s/it]
  2%|▏         | 831/46302 [52:59<48:24:00,  3.83s/it]
  2%|▏         | 832/46302 [53:03<48:24:01,  3.83s/it]
  2%|▏         | 833/46302 [53:07<48:23:28,  3.83s/it]
  2%|▏         | 834/46302 [53:11<48:23:32,  3.83s/it]
  2%|▏         | 835/46302 [53:15<48:23:32,  3.83s/it]
  2%|▏         | 836/46302 [53:19<48:23:11,  3.83s/it]
  2%|▏         | 837/46302 [53:22<48:23:20,  3.83s/it]
  2%|▏         | 838/46302 [53:26<48:23:26,  3.83s/it]
  2%|▏         | 839/46302 [53:30<48:23:15,  3.83s/it]
  2%|▏         | 840/46302 [53:34<48:24:35,  3.83s/it]
  2%|▏         | 841/46302 [53:38<48:25:01,  3.83s/it]
  2%|▏         | 842/46302 [53:42<48:24:12,  3.83s/it]
  2%|▏         | 843/46302 [53:45<48:24:18,  3.83s/it]
  2%|▏         | 844/46302 [53:49<48:24:09,  3.83s/it]
  2%|▏         | 845/46302 [53:53<48:23:24,  3.83s/it]
  2%|▏         | 846/46302 [53:57<48:23:36,  3.83s/it]
  2%|▏         | 847/46302 [54:01<48:23:34,  3.83s/it]
  2%|▏         | 848/46302 [54:05<48:22:35,  3.83s/it]
  2%|▏         | 849/46302 [54:08<48:22:12,  3.83s/it]
  2%|▏         | 850/46302 [54:12<48:22:07,  3.83s/it]
  2%|▏         | 851/46302 [54:16<48:22:09,  3.83s/it]
  2%|▏         | 852/46302 [54:20<48:21:02,  3.83s/it]
  2%|▏         | 853/46302 [54:24<48:21:34,  3.83s/it]
  2%|▏         | 854/46302 [54:28<48:22:26,  3.83s/it]
  2%|▏         | 855/46302 [54:31<48:21:17,  3.83s/it]
  2%|▏         | 856/46302 [54:35<48:21:16,  3.83s/it]
  2%|▏         | 857/46302 [54:39<48:21:32,  3.83s/it]
  2%|▏         | 858/46302 [54:43<48:21:15,  3.83s/it]
  2%|▏         | 859/46302 [54:47<48:21:00,  3.83s/it]
  2%|▏         | 860/46302 [54:51<48:20:27,  3.83s/it]
  2%|▏         | 861/46302 [54:54<48:20:25,  3.83s/it]
  2%|▏         | 862/46302 [54:58<48:20:30,  3.83s/it]
  2%|▏         | 863/46302 [55:02<48:21:20,  3.83s/it]
  2%|▏         | 864/46302 [55:06<48:21:10,  3.83s/it]
  2%|▏         | 865/46302 [55:10<48:20:40,  3.83s/it]
  2%|▏         | 866/46302 [55:14<48:20:45,  3.83s/it]
  2%|▏         | 867/46302 [55:17<48:20:09,  3.83s/it]
  2%|▏         | 868/46302 [55:21<48:20:14,  3.83s/it]
  2%|▏         | 869/46302 [55:25<48:20:21,  3.83s/it]
  2%|▏         | 870/46302 [55:29<48:20:44,  3.83s/it]
  2%|▏         | 871/46302 [55:33<48:20:11,  3.83s/it]
  2%|▏         | 872/46302 [55:37<48:19:59,  3.83s/it]
  2%|▏         | 873/46302 [55:40<48:20:28,  3.83s/it]
  2%|▏         | 874/46302 [55:44<48:20:22,  3.83s/it]
  2%|▏         | 875/46302 [55:48<48:19:42,  3.83s/it]
  2%|▏         | 876/46302 [55:52<48:19:58,  3.83s/it]
  2%|▏         | 877/46302 [55:56<48:20:18,  3.83s/it]
  2%|▏         | 878/46302 [56:00<48:19:37,  3.83s/it]
  2%|▏         | 879/46302 [56:03<48:20:03,  3.83s/it]
  2%|▏         | 880/46302 [56:07<48:19:47,  3.83s/it]
  2%|▏         | 881/46302 [56:11<48:18:28,  3.83s/it]
  2%|▏         | 882/46302 [56:15<48:18:38,  3.83s/it]
  2%|▏         | 883/46302 [56:19<48:18:37,  3.83s/it]
  2%|▏         | 884/46302 [56:22<48:19:15,  3.83s/it]
  2%|▏         | 885/46302 [56:26<48:20:03,  3.83s/it]
  2%|▏         | 886/46302 [56:30<48:19:37,  3.83s/it]
  2%|▏         | 887/46302 [56:34<48:18:41,  3.83s/it]
  2%|▏         | 888/46302 [56:38<48:18:52,  3.83s/it]
  2%|▏         | 889/46302 [56:42<48:18:57,  3.83s/it]
  2%|▏         | 890/46302 [56:45<48:18:18,  3.83s/it]
  2%|▏         | 891/46302 [56:49<48:17:49,  3.83s/it]
  2%|▏         | 892/46302 [56:53<48:17:31,  3.83s/it]
  2%|▏         | 893/46302 [56:57<48:18:13,  3.83s/it]
  2%|▏         | 894/46302 [57:01<48:18:20,  3.83s/it]
  2%|▏         | 895/46302 [57:05<48:17:41,  3.83s/it]
  2%|▏         | 896/46302 [57:08<48:17:57,  3.83s/it]
  2%|▏         | 897/46302 [57:12<48:18:02,  3.83s/it]
  2%|▏         | 898/46302 [57:16<48:17:53,  3.83s/it]
  2%|▏         | 899/46302 [57:20<48:17:49,  3.83s/it]
  2%|▏         | 900/46302 [57:24<48:16:44,  3.83s/it]
  2%|▏         | 901/46302 [57:28<48:17:10,  3.83s/it]
  2%|▏         | 902/46302 [57:31<48:17:41,  3.83s/it]
  2%|▏         | 903/46302 [57:35<48:17:48,  3.83s/it]
  2%|▏         | 904/46302 [57:39<48:17:08,  3.83s/it]
  2%|▏         | 905/46302 [57:43<48:17:10,  3.83s/it]
  2%|▏         | 906/46302 [57:47<48:16:30,  3.83s/it]
  2%|▏         | 907/46302 [57:51<48:16:37,  3.83s/it]
  2%|▏         | 908/46302 [57:54<48:17:05,  3.83s/it]
  2%|▏         | 909/46302 [57:58<48:17:12,  3.83s/it]
  2%|▏         | 910/46302 [58:02<48:17:00,  3.83s/it]
  2%|▏         | 911/46302 [58:06<48:17:10,  3.83s/it]
  2%|▏         | 912/46302 [58:10<48:17:33,  3.83s/it]
  2%|▏         | 913/46302 [58:14<48:17:42,  3.83s/it]
  2%|▏         | 914/46302 [58:17<48:17:21,  3.83s/it]
  2%|▏         | 915/46302 [58:21<48:17:09,  3.83s/it]
  2%|▏         | 916/46302 [58:25<48:16:57,  3.83s/it]
  2%|▏         | 917/46302 [58:29<48:16:23,  3.83s/it]
  2%|▏         | 918/46302 [58:33<48:16:26,  3.83s/it]
  2%|▏         | 919/46302 [58:37<48:15:43,  3.83s/it]
  2%|▏         | 920/46302 [58:40<48:16:09,  3.83s/it]
  2%|▏         | 921/46302 [58:44<48:16:16,  3.83s/it]
  2%|▏         | 922/46302 [58:48<48:15:39,  3.83s/it]
  2%|▏         | 923/46302 [58:52<48:16:16,  3.83s/it]
  2%|▏         | 924/46302 [58:56<48:15:34,  3.83s/it]
  2%|▏         | 925/46302 [58:59<48:15:58,  3.83s/it]
  2%|▏         | 926/46302 [59:03<48:15:59,  3.83s/it]
  2%|▏         | 927/46302 [59:07<48:16:01,  3.83s/it]
  2%|▏         | 928/46302 [59:11<48:16:35,  3.83s/it]
  2%|▏         | 929/46302 [59:15<48:16:32,  3.83s/it]
  2%|▏         | 930/46302 [59:19<48:16:34,  3.83s/it]
  2%|▏         | 931/46302 [59:22<48:16:05,  3.83s/it]
  2%|▏         | 932/46302 [59:26<48:15:39,  3.83s/it]
  2%|▏         | 933/46302 [59:30<48:15:44,  3.83s/it]
  2%|▏         | 934/46302 [59:34<48:15:22,  3.83s/it]
  2%|▏         | 935/46302 [59:38<48:15:16,  3.83s/it]
  2%|▏         | 936/46302 [59:42<48:14:53,  3.83s/it]
  2%|▏         | 937/46302 [59:45<48:14:27,  3.83s/it]
  2%|▏         | 938/46302 [59:49<48:14:09,  3.83s/it]
  2%|▏         | 939/46302 [59:53<48:13:53,  3.83s/it]
  2%|▏         | 940/46302 [59:57<48:14:46,  3.83s/it]
  2%|▏         | 941/46302 [1:00:01<48:15:16,  3.83s/it]
  2%|▏         | 942/46302 [1:00:05<48:14:52,  3.83s/it]
  2%|▏         | 943/46302 [1:00:08<48:14:57,  3.83s/it]
  2%|▏         | 944/46302 [1:00:12<48:14:41,  3.83s/it]
  2%|▏         | 945/46302 [1:00:16<48:15:01,  3.83s/it]
  2%|▏         | 946/46302 [1:00:20<48:15:35,  3.83s/it]
  2%|▏         | 947/46302 [1:00:24<48:14:17,  3.83s/it]
  2%|▏         | 948/46302 [1:00:28<48:14:16,  3.83s/it]
  2%|▏         | 949/46302 [1:00:31<48:13:37,  3.83s/it]
  2%|▏         | 950/46302 [1:00:35<48:14:21,  3.83s/it]
  2%|▏         | 951/46302 [1:00:39<48:14:41,  3.83s/it]
  2%|▏         | 952/46302 [1:00:43<48:14:04,  3.83s/it]
  2%|▏         | 953/46302 [1:00:47<48:14:40,  3.83s/it]
  2%|▏         | 954/46302 [1:00:51<48:14:23,  3.83s/it]
  2%|▏         | 955/46302 [1:00:54<48:14:45,  3.83s/it]
  2%|▏         | 956/46302 [1:00:58<48:13:40,  3.83s/it]
  2%|▏         | 957/46302 [1:01:02<48:13:47,  3.83s/it]
  2%|▏         | 958/46302 [1:01:06<48:13:30,  3.83s/it]
  2%|▏         | 959/46302 [1:01:10<48:13:35,  3.83s/it]
  2%|▏         | 960/46302 [1:01:14<48:13:58,  3.83s/it]
  2%|▏         | 961/46302 [1:01:17<48:13:48,  3.83s/it]
  2%|▏         | 962/46302 [1:01:21<48:12:36,  3.83s/it]
  2%|▏         | 963/46302 [1:01:25<48:12:30,  3.83s/it]
  2%|▏         | 964/46302 [1:01:29<48:12:13,  3.83s/it]
  2%|▏         | 965/46302 [1:01:33<48:11:46,  3.83s/it]
  2%|▏         | 966/46302 [1:01:36<48:12:07,  3.83s/it]
  2%|▏         | 967/46302 [1:01:40<48:12:20,  3.83s/it]
  2%|▏         | 968/46302 [1:01:44<48:12:20,  3.83s/it]
  2%|▏         | 969/46302 [1:01:48<48:12:30,  3.83s/it]
  2%|▏         | 970/46302 [1:01:52<48:12:13,  3.83s/it]
  2%|▏         | 971/46302 [1:01:56<48:12:17,  3.83s/it]
  2%|▏         | 972/46302 [1:01:59<48:12:23,  3.83s/it]
  2%|▏         | 973/46302 [1:02:03<48:11:58,  3.83s/it]
  2%|▏         | 974/46302 [1:02:07<48:11:53,  3.83s/it]
  2%|▏         | 975/46302 [1:02:11<48:11:16,  3.83s/it]
  2%|▏         | 976/46302 [1:02:15<48:10:39,  3.83s/it]
  2%|▏         | 977/46302 [1:02:19<48:11:54,  3.83s/it]
  2%|▏         | 978/46302 [1:02:22<48:11:56,  3.83s/it]
  2%|▏         | 979/46302 [1:02:26<48:11:35,  3.83s/it]
  2%|▏         | 980/46302 [1:02:30<48:11:28,  3.83s/it]
  2%|▏         | 981/46302 [1:02:34<48:11:40,  3.83s/it]
  2%|▏         | 982/46302 [1:02:38<48:12:18,  3.83s/it]
  2%|▏         | 983/46302 [1:02:42<48:12:10,  3.83s/it]
  2%|▏         | 984/46302 [1:02:45<48:12:01,  3.83s/it]
  2%|▏         | 985/46302 [1:02:49<48:13:04,  3.83s/it]
  2%|▏         | 986/46302 [1:02:53<48:12:04,  3.83s/it]
  2%|▏         | 987/46302 [1:02:57<48:11:56,  3.83s/it]
  2%|▏         | 988/46302 [1:03:01<48:11:17,  3.83s/it]
  2%|▏         | 989/46302 [1:03:05<48:11:27,  3.83s/it]
  2%|▏         | 990/46302 [1:03:08<48:10:15,  3.83s/it]
  2%|▏         | 991/46302 [1:03:12<48:10:21,  3.83s/it]
  2%|▏         | 992/46302 [1:03:16<48:08:54,  3.83s/it]
  2%|▏         | 993/46302 [1:03:20<48:09:43,  3.83s/it]
  2%|▏         | 994/46302 [1:03:24<48:08:31,  3.83s/it]
  2%|▏         | 995/46302 [1:03:27<48:08:23,  3.83s/it]
  2%|▏         | 996/46302 [1:03:31<48:09:00,  3.83s/it]
  2%|▏         | 997/46302 [1:03:35<48:08:26,  3.83s/it]
  2%|▏         | 998/46302 [1:03:39<48:08:45,  3.83s/it]
  2%|▏         | 999/46302 [1:03:43<48:09:23,  3.83s/it]
  2%|▏         | 1000/46302 [1:03:47<48:10:19,  3.83s/it]
                                                         
{'loss': 4.891, 'learning_rate': 0.005, 'epoch': 0.02}

  2%|▏         | 1000/46302 [1:03:47<48:10:19,  3.83s/it]
  2%|▏         | 1001/46302 [1:03:50<48:11:23,  3.83s/it]
  2%|▏         | 1002/46302 [1:03:54<48:11:13,  3.83s/it]
  2%|▏         | 1003/46302 [1:03:58<48:10:21,  3.83s/it]
  2%|▏         | 1004/46302 [1:04:02<48:10:15,  3.83s/it]
  2%|▏         | 1005/46302 [1:04:06<48:10:21,  3.83s/it]
  2%|▏         | 1006/46302 [1:04:10<48:10:27,  3.83s/it]
  2%|▏         | 1007/46302 [1:04:13<48:10:18,  3.83s/it]
  2%|▏         | 1008/46302 [1:04:17<48:09:09,  3.83s/it]
  2%|▏         | 1009/46302 [1:04:21<48:08:44,  3.83s/it]
  2%|▏         | 1010/46302 [1:04:25<48:08:39,  3.83s/it]
  2%|▏         | 1011/46302 [1:04:29<48:08:49,  3.83s/it]
  2%|▏         | 1012/46302 [1:04:33<48:08:52,  3.83s/it]
  2%|▏         | 1013/46302 [1:04:36<48:08:54,  3.83s/it]
  2%|▏         | 1014/46302 [1:04:40<48:08:51,  3.83s/it]
  2%|▏         | 1015/46302 [1:04:44<48:09:04,  3.83s/it]
  2%|▏         | 1016/46302 [1:04:48<48:08:57,  3.83s/it]
  2%|▏         | 1017/46302 [1:04:52<48:08:44,  3.83s/it]
  2%|▏         | 1018/46302 [1:04:56<48:08:47,  3.83s/it]
  2%|▏         | 1019/46302 [1:04:59<48:08:14,  3.83s/it]
  2%|▏         | 1020/46302 [1:05:03<48:08:44,  3.83s/it]
  2%|▏         | 1021/46302 [1:05:07<48:08:33,  3.83s/it]
  2%|▏         | 1022/46302 [1:05:11<48:08:38,  3.83s/it]
  2%|▏         | 1023/46302 [1:05:15<48:08:29,  3.83s/it]
  2%|▏         | 1024/46302 [1:05:18<48:08:45,  3.83s/it]
  2%|▏         | 1025/46302 [1:05:22<48:08:09,  3.83s/it]
  2%|▏         | 1026/46302 [1:05:26<48:08:10,  3.83s/it]
  2%|▏         | 1027/46302 [1:05:30<48:08:04,  3.83s/it]
  2%|▏         | 1028/46302 [1:05:34<48:07:38,  3.83s/it]
  2%|▏         | 1029/46302 [1:05:38<48:07:32,  3.83s/it]
  2%|▏         | 1030/46302 [1:05:41<48:07:27,  3.83s/it]
  2%|▏         | 1031/46302 [1:05:45<48:07:32,  3.83s/it]
  2%|▏         | 1032/46302 [1:05:49<48:07:14,  3.83s/it]
  2%|▏         | 1033/46302 [1:05:53<48:07:05,  3.83s/it]
  2%|▏         | 1034/46302 [1:05:57<48:06:44,  3.83s/it]
  2%|▏         | 1035/46302 [1:06:01<48:06:21,  3.83s/it]
  2%|▏         | 1036/46302 [1:06:04<48:07:28,  3.83s/it]
  2%|▏         | 1037/46302 [1:06:08<48:07:13,  3.83s/it]
  2%|▏         | 1038/46302 [1:06:12<48:07:43,  3.83s/it]
  2%|▏         | 1039/46302 [1:06:16<48:07:16,  3.83s/it]
  2%|▏         | 1040/46302 [1:06:20<48:08:31,  3.83s/it]
  2%|▏         | 1041/46302 [1:06:24<48:07:49,  3.83s/it]
  2%|▏         | 1042/46302 [1:06:27<48:08:06,  3.83s/it]
  2%|▏         | 1043/46302 [1:06:31<48:07:57,  3.83s/it]
  2%|▏         | 1044/46302 [1:06:35<48:07:42,  3.83s/it]
  2%|▏         | 1045/46302 [1:06:39<48:06:55,  3.83s/it]
  2%|▏         | 1046/46302 [1:06:43<48:07:06,  3.83s/it]
  2%|▏         | 1047/46302 [1:06:47<48:07:05,  3.83s/it]
  2%|▏         | 1048/46302 [1:06:50<48:06:54,  3.83s/it]
  2%|▏         | 1049/46302 [1:06:54<48:06:37,  3.83s/it]
  2%|▏         | 1050/46302 [1:06:58<48:06:43,  3.83s/it]
  2%|▏         | 1051/46302 [1:07:02<48:05:55,  3.83s/it]
  2%|▏         | 1052/46302 [1:07:06<48:06:23,  3.83s/it]
  2%|▏         | 1053/46302 [1:07:09<48:05:57,  3.83s/it]
  2%|▏         | 1054/46302 [1:07:13<48:05:26,  3.83s/it]
  2%|▏         | 1055/46302 [1:07:17<48:05:28,  3.83s/it]
  2%|▏         | 1056/46302 [1:07:21<48:05:52,  3.83s/it]
  2%|▏         | 1057/46302 [1:07:25<48:06:23,  3.83s/it]
  2%|▏         | 1058/46302 [1:07:29<48:06:24,  3.83s/it]
  2%|▏         | 1059/46302 [1:07:32<48:05:36,  3.83s/it]
  2%|▏         | 1060/46302 [1:07:36<48:05:57,  3.83s/it]
  2%|▏         | 1061/46302 [1:07:40<48:05:20,  3.83s/it]
  2%|▏         | 1062/46302 [1:07:44<48:05:47,  3.83s/it]
  2%|▏         | 1063/46302 [1:07:48<48:05:07,  3.83s/it]
  2%|▏         | 1064/46302 [1:07:52<48:05:47,  3.83s/it]
  2%|▏         | 1065/46302 [1:07:55<48:05:21,  3.83s/it]
  2%|▏         | 1066/46302 [1:07:59<48:05:21,  3.83s/it]
  2%|▏         | 1067/46302 [1:08:03<48:04:05,  3.83s/it]
  2%|▏         | 1068/46302 [1:08:07<48:03:34,  3.82s/it]
  2%|▏         | 1069/46302 [1:08:11<48:04:09,  3.83s/it]
  2%|▏         | 1070/46302 [1:08:15<48:04:33,  3.83s/it]
  2%|▏         | 1071/46302 [1:08:18<48:04:01,  3.83s/it]
  2%|▏         | 1072/46302 [1:08:22<48:04:51,  3.83s/it]
  2%|▏         | 1073/46302 [1:08:26<48:04:43,  3.83s/it]
  2%|▏         | 1074/46302 [1:08:30<48:04:48,  3.83s/it]
  2%|▏         | 1075/46302 [1:08:34<48:04:48,  3.83s/it]
  2%|▏         | 1076/46302 [1:08:37<48:04:28,  3.83s/it]
  2%|▏         | 1077/46302 [1:08:41<48:03:57,  3.83s/it]
  2%|▏         | 1078/46302 [1:08:45<48:04:21,  3.83s/it]
  2%|▏         | 1079/46302 [1:08:49<48:03:34,  3.83s/it]
  2%|▏         | 1080/46302 [1:08:53<48:03:03,  3.83s/it]
  2%|▏         | 1081/46302 [1:08:57<48:03:30,  3.83s/it]
  2%|▏         | 1082/46302 [1:09:00<48:03:48,  3.83s/it]
  2%|▏         | 1083/46302 [1:09:04<48:04:01,  3.83s/it]
  2%|▏         | 1084/46302 [1:09:08<48:04:19,  3.83s/it]
  2%|▏         | 1085/46302 [1:09:12<48:04:09,  3.83s/it]
  2%|▏         | 1086/46302 [1:09:16<48:03:48,  3.83s/it]
  2%|▏         | 1087/46302 [1:09:20<48:04:20,  3.83s/it]
  2%|▏         | 1088/46302 [1:09:23<48:04:38,  3.83s/it]
  2%|▏         | 1089/46302 [1:09:27<48:04:21,  3.83s/it]
  2%|▏         | 1090/46302 [1:09:31<48:04:13,  3.83s/it]
  2%|▏         | 1091/46302 [1:09:35<48:03:55,  3.83s/it]
  2%|▏         | 1092/46302 [1:09:39<48:03:59,  3.83s/it]
  2%|▏         | 1093/46302 [1:09:43<48:03:53,  3.83s/it]
  2%|▏         | 1094/46302 [1:09:46<48:04:01,  3.83s/it]
  2%|▏         | 1095/46302 [1:09:50<48:03:20,  3.83s/it]
  2%|▏         | 1096/46302 [1:09:54<48:04:21,  3.83s/it]
  2%|▏         | 1097/46302 [1:09:58<48:03:35,  3.83s/it]
  2%|▏         | 1098/46302 [1:10:02<48:02:36,  3.83s/it]
  2%|▏         | 1099/46302 [1:10:06<48:02:16,  3.83s/it]
  2%|▏         | 1100/46302 [1:10:09<48:02:20,  3.83s/it]
  2%|▏         | 1101/46302 [1:10:13<48:02:15,  3.83s/it]
  2%|▏         | 1102/46302 [1:10:17<48:02:59,  3.83s/it]
  2%|▏         | 1103/46302 [1:10:21<48:03:02,  3.83s/it]
  2%|▏         | 1104/46302 [1:10:25<48:02:49,  3.83s/it]
  2%|▏         | 1105/46302 [1:10:28<48:02:26,  3.83s/it]
  2%|▏         | 1106/46302 [1:10:32<48:02:19,  3.83s/it]
  2%|▏         | 1107/46302 [1:10:36<48:02:53,  3.83s/it]
  2%|▏         | 1108/46302 [1:10:40<48:02:51,  3.83s/it]
  2%|▏         | 1109/46302 [1:10:44<48:01:45,  3.83s/it]
  2%|▏         | 1110/46302 [1:10:48<48:01:45,  3.83s/it]
  2%|▏         | 1111/46302 [1:10:51<48:01:39,  3.83s/it]
  2%|▏         | 1112/46302 [1:10:55<48:02:18,  3.83s/it]
  2%|▏         | 1113/46302 [1:10:59<48:01:49,  3.83s/it]
  2%|▏         | 1114/46302 [1:11:03<48:02:51,  3.83s/it]
  2%|▏         | 1115/46302 [1:11:07<48:01:54,  3.83s/it]
  2%|▏         | 1116/46302 [1:11:11<48:01:40,  3.83s/it]
  2%|▏         | 1117/46302 [1:11:14<48:01:45,  3.83s/it]
  2%|▏         | 1118/46302 [1:11:18<48:02:25,  3.83s/it]
  2%|▏         | 1119/46302 [1:11:22<48:01:32,  3.83s/it]
  2%|▏         | 1120/46302 [1:11:26<48:01:56,  3.83s/it]
  2%|▏         | 1121/46302 [1:11:30<48:02:13,  3.83s/it]
  2%|▏         | 1122/46302 [1:11:34<48:02:05,  3.83s/it]
  2%|▏         | 1123/46302 [1:11:37<48:01:38,  3.83s/it]
  2%|▏         | 1124/46302 [1:11:41<48:01:33,  3.83s/it]
  2%|▏         | 1125/46302 [1:11:45<48:00:39,  3.83s/it]
  2%|▏         | 1126/46302 [1:11:49<48:00:54,  3.83s/it]
  2%|▏         | 1127/46302 [1:11:53<48:00:36,  3.83s/it]
  2%|▏         | 1128/46302 [1:11:56<48:00:44,  3.83s/it]
  2%|▏         | 1129/46302 [1:12:00<48:00:47,  3.83s/it]
  2%|▏         | 1130/46302 [1:12:04<47:59:47,  3.83s/it]
  2%|▏         | 1131/46302 [1:12:08<48:00:03,  3.83s/it]
  2%|▏         | 1132/46302 [1:12:12<48:01:02,  3.83s/it]
  2%|▏         | 1133/46302 [1:12:16<48:01:04,  3.83s/it]
  2%|▏         | 1134/46302 [1:12:19<48:00:38,  3.83s/it]
  2%|▏         | 1135/46302 [1:12:23<48:00:04,  3.83s/it]
  2%|▏         | 1136/46302 [1:12:27<47:59:51,  3.83s/it]
  2%|▏         | 1137/46302 [1:12:31<47:59:57,  3.83s/it]
  2%|▏         | 1138/46302 [1:12:35<48:00:18,  3.83s/it]
  2%|▏         | 1139/46302 [1:12:39<48:00:50,  3.83s/it]
  2%|▏         | 1140/46302 [1:12:42<48:01:27,  3.83s/it]
  2%|▏         | 1141/46302 [1:12:46<48:01:19,  3.83s/it]
  2%|▏         | 1142/46302 [1:12:50<48:00:18,  3.83s/it]
  2%|▏         | 1143/46302 [1:12:54<48:00:42,  3.83s/it]
  2%|▏         | 1144/46302 [1:12:58<48:01:16,  3.83s/it]
  2%|▏         | 1145/46302 [1:13:02<48:00:15,  3.83s/it]
  2%|▏         | 1146/46302 [1:13:05<47:59:47,  3.83s/it]
  2%|▏         | 1147/46302 [1:13:09<47:59:08,  3.83s/it]
  2%|▏         | 1148/46302 [1:13:13<47:59:18,  3.83s/it]
  2%|▏         | 1149/46302 [1:13:17<47:59:46,  3.83s/it]
  2%|▏         | 1150/46302 [1:13:21<47:59:54,  3.83s/it]
  2%|▏         | 1151/46302 [1:13:24<47:59:16,  3.83s/it]
  2%|▏         | 1152/46302 [1:13:28<47:58:53,  3.83s/it]
  2%|▏         | 1153/46302 [1:13:32<47:58:41,  3.83s/it]
  2%|▏         | 1154/46302 [1:13:36<47:58:25,  3.83s/it]
  2%|▏         | 1155/46302 [1:13:40<47:58:07,  3.83s/it]
  2%|▏         | 1156/46302 [1:13:44<47:58:06,  3.83s/it]
  2%|▏         | 1157/46302 [1:13:47<47:57:49,  3.82s/it]
  3%|▎         | 1158/46302 [1:13:51<47:57:42,  3.82s/it]
  3%|▎         | 1159/46302 [1:13:55<47:57:32,  3.82s/it]
  3%|▎         | 1160/46302 [1:13:59<47:57:48,  3.82s/it]
  3%|▎         | 1161/46302 [1:14:03<47:57:39,  3.82s/it]
  3%|▎         | 1162/46302 [1:14:07<47:57:40,  3.82s/it]
  3%|▎         | 1163/46302 [1:14:10<47:57:56,  3.83s/it]
  3%|▎         | 1164/46302 [1:14:14<47:57:41,  3.83s/it]
  3%|▎         | 1165/46302 [1:14:18<47:57:42,  3.83s/it]
  3%|▎         | 1166/46302 [1:14:22<47:57:34,  3.83s/it]
  3%|▎         | 1167/46302 [1:14:26<47:57:48,  3.83s/it]
  3%|▎         | 1168/46302 [1:14:30<47:58:05,  3.83s/it]
  3%|▎         | 1169/46302 [1:14:33<47:57:56,  3.83s/it]
  3%|▎         | 1170/46302 [1:14:37<47:57:33,  3.83s/it]
  3%|▎         | 1171/46302 [1:14:41<47:57:43,  3.83s/it]
  3%|▎         | 1172/46302 [1:14:45<47:57:05,  3.83s/it]
  3%|▎         | 1173/46302 [1:14:49<47:57:39,  3.83s/it]
  3%|▎         | 1174/46302 [1:14:52<47:57:33,  3.83s/it]
  3%|▎         | 1175/46302 [1:14:56<47:57:05,  3.83s/it]
  3%|▎         | 1176/46302 [1:15:00<47:57:23,  3.83s/it]
  3%|▎         | 1177/46302 [1:15:04<47:57:18,  3.83s/it]
  3%|▎         | 1178/46302 [1:15:08<47:56:45,  3.83s/it]
  3%|▎         | 1179/46302 [1:15:12<47:56:05,  3.82s/it]
  3%|▎         | 1180/46302 [1:15:15<47:55:55,  3.82s/it]
  3%|▎         | 1181/46302 [1:15:19<47:57:01,  3.83s/it]
  3%|▎         | 1182/46302 [1:15:23<47:57:24,  3.83s/it]
  3%|▎         | 1183/46302 [1:15:27<47:57:07,  3.83s/it]
  3%|▎         | 1184/46302 [1:15:31<47:57:05,  3.83s/it]
  3%|▎         | 1185/46302 [1:15:35<47:56:42,  3.83s/it]
  3%|▎         | 1186/46302 [1:15:38<47:56:27,  3.83s/it]
  3%|▎         | 1187/46302 [1:15:42<47:56:50,  3.83s/it]
  3%|▎         | 1188/46302 [1:15:46<47:57:03,  3.83s/it]
  3%|▎         | 1189/46302 [1:15:50<47:57:18,  3.83s/it]
  3%|▎         | 1190/46302 [1:15:54<47:57:10,  3.83s/it]
  3%|▎         | 1191/46302 [1:15:58<47:56:42,  3.83s/it]
  3%|▎         | 1192/46302 [1:16:01<47:56:29,  3.83s/it]
  3%|▎         | 1193/46302 [1:16:05<47:56:04,  3.83s/it]
  3%|▎         | 1194/46302 [1:16:09<47:55:51,  3.83s/it]
  3%|▎         | 1195/46302 [1:16:13<47:55:39,  3.83s/it]
  3%|▎         | 1196/46302 [1:16:17<47:54:58,  3.82s/it]
  3%|▎         | 1197/46302 [1:16:20<47:54:19,  3.82s/it]
  3%|▎         | 1198/46302 [1:16:24<47:54:34,  3.82s/it]
  3%|▎         | 1199/46302 [1:16:28<47:54:34,  3.82s/it]
  3%|▎         | 1200/46302 [1:16:32<47:55:00,  3.82s/it]
  3%|▎         | 1201/46302 [1:16:36<47:54:43,  3.82s/it]
  3%|▎         | 1202/46302 [1:16:40<47:54:37,  3.82s/it]
  3%|▎         | 1203/46302 [1:16:43<47:54:50,  3.82s/it]
  3%|▎         | 1204/46302 [1:16:47<47:55:39,  3.83s/it]
  3%|▎         | 1205/46302 [1:16:51<47:54:58,  3.83s/it]
  3%|▎         | 1206/46302 [1:16:55<47:55:16,  3.83s/it]
  3%|▎         | 1207/46302 [1:16:59<47:54:40,  3.82s/it]
  3%|▎         | 1208/46302 [1:17:03<47:54:24,  3.82s/it]
  3%|▎         | 1209/46302 [1:17:06<47:53:46,  3.82s/it]
  3%|▎         | 1210/46302 [1:17:10<47:54:24,  3.82s/it]
  3%|▎         | 1211/46302 [1:17:14<47:53:45,  3.82s/it]
  3%|▎         | 1212/46302 [1:17:18<47:54:08,  3.82s/it]
  3%|▎         | 1213/46302 [1:17:22<47:53:35,  3.82s/it]
  3%|▎         | 1214/46302 [1:17:25<47:53:06,  3.82s/it]
  3%|▎         | 1215/46302 [1:17:29<47:51:39,  3.82s/it]
  3%|▎         | 1216/46302 [1:17:33<47:52:36,  3.82s/it]
  3%|▎         | 1217/46302 [1:17:37<47:52:37,  3.82s/it]
  3%|▎         | 1218/46302 [1:17:41<47:52:29,  3.82s/it]
  3%|▎         | 1219/46302 [1:17:45<47:52:31,  3.82s/it]
  3%|▎         | 1220/46302 [1:17:48<47:52:04,  3.82s/it]
  3%|▎         | 1221/46302 [1:17:52<47:52:32,  3.82s/it]
  3%|▎         | 1222/46302 [1:17:56<47:52:39,  3.82s/it]
  3%|▎         | 1223/46302 [1:18:00<47:52:09,  3.82s/it]
  3%|▎         | 1224/46302 [1:18:04<47:52:09,  3.82s/it]
  3%|▎         | 1225/46302 [1:18:08<47:52:13,  3.82s/it]
  3%|▎         | 1226/46302 [1:18:11<47:52:24,  3.82s/it]
  3%|▎         | 1227/46302 [1:18:15<47:51:59,  3.82s/it]
  3%|▎         | 1228/46302 [1:18:19<47:52:00,  3.82s/it]
  3%|▎         | 1229/46302 [1:18:23<47:52:02,  3.82s/it]
  3%|▎         | 1230/46302 [1:18:27<47:52:10,  3.82s/it]
  3%|▎         | 1231/46302 [1:18:30<47:52:18,  3.82s/it]
  3%|▎         | 1232/46302 [1:18:34<47:52:26,  3.82s/it]
  3%|▎         | 1233/46302 [1:18:38<47:52:08,  3.82s/it]
  3%|▎         | 1234/46302 [1:18:42<47:52:19,  3.82s/it]
  3%|▎         | 1235/46302 [1:18:46<47:52:27,  3.82s/it]
  3%|▎         | 1236/46302 [1:18:50<47:52:23,  3.82s/it]
  3%|▎         | 1237/46302 [1:18:53<47:52:31,  3.82s/it]
  3%|▎         | 1238/46302 [1:18:57<47:52:33,  3.82s/it]
  3%|▎         | 1239/46302 [1:19:01<47:52:22,  3.82s/it]
  3%|▎         | 1240/46302 [1:19:05<47:52:39,  3.82s/it]
  3%|▎         | 1241/46302 [1:19:09<47:52:01,  3.82s/it]
  3%|▎         | 1242/46302 [1:19:13<47:52:04,  3.82s/it]
  3%|▎         | 1243/46302 [1:19:16<47:52:08,  3.82s/it]
  3%|▎         | 1244/46302 [1:19:20<47:52:03,  3.82s/it]
  3%|▎         | 1245/46302 [1:19:24<47:51:28,  3.82s/it]
  3%|▎         | 1246/46302 [1:19:28<47:51:35,  3.82s/it]
  3%|▎         | 1247/46302 [1:19:32<47:51:31,  3.82s/it]
  3%|▎         | 1248/46302 [1:19:35<47:51:38,  3.82s/it]
  3%|▎         | 1249/46302 [1:19:39<47:51:23,  3.82s/it]
  3%|▎         | 1250/46302 [1:19:43<47:51:09,  3.82s/it]
  3%|▎         | 1251/46302 [1:19:47<47:51:26,  3.82s/it]
  3%|▎         | 1252/46302 [1:19:51<47:51:31,  3.82s/it]
  3%|▎         | 1253/46302 [1:19:55<47:51:34,  3.82s/it]
  3%|▎         | 1254/46302 [1:19:58<47:51:21,  3.82s/it]
  3%|▎         | 1255/46302 [1:20:02<47:52:17,  3.83s/it]
  3%|▎         | 1256/46302 [1:20:06<47:52:11,  3.83s/it]
  3%|▎         | 1257/46302 [1:20:10<47:51:33,  3.82s/it]
  3%|▎         | 1258/46302 [1:20:14<47:51:55,  3.83s/it]
  3%|▎         | 1259/46302 [1:20:18<47:51:26,  3.82s/it]
  3%|▎         | 1260/46302 [1:20:21<47:51:25,  3.82s/it]
  3%|▎         | 1261/46302 [1:20:25<47:50:47,  3.82s/it]
  3%|▎         | 1262/46302 [1:20:29<47:50:46,  3.82s/it]
  3%|▎         | 1263/46302 [1:20:33<47:50:43,  3.82s/it]
  3%|▎         | 1264/46302 [1:20:37<47:51:40,  3.83s/it]
  3%|▎         | 1265/46302 [1:20:40<47:51:21,  3.83s/it]
  3%|▎         | 1266/46302 [1:20:44<47:50:53,  3.82s/it]
  3%|▎         | 1267/46302 [1:20:48<47:51:08,  3.83s/it]
  3%|▎         | 1268/46302 [1:20:52<47:51:23,  3.83s/it]
  3%|▎         | 1269/46302 [1:20:56<47:50:27,  3.82s/it]
  3%|▎         | 1270/46302 [1:21:00<47:50:53,  3.83s/it]
  3%|▎         | 1271/46302 [1:21:03<47:50:39,  3.82s/it]
  3%|▎         | 1272/46302 [1:21:07<47:50:45,  3.83s/it]
  3%|▎         | 1273/46302 [1:21:11<47:51:28,  3.83s/it]
  3%|▎         | 1274/46302 [1:21:15<47:50:54,  3.83s/it]
  3%|▎         | 1275/46302 [1:21:19<47:51:20,  3.83s/it]
  3%|▎         | 1276/46302 [1:21:23<47:51:29,  3.83s/it]
  3%|▎         | 1277/46302 [1:21:26<47:51:14,  3.83s/it]
  3%|▎         | 1278/46302 [1:21:30<47:50:46,  3.83s/it]
  3%|▎         | 1279/46302 [1:21:34<47:50:37,  3.83s/it]
  3%|▎         | 1280/46302 [1:21:38<47:49:56,  3.82s/it]
  3%|▎         | 1281/46302 [1:21:42<47:48:56,  3.82s/it]
  3%|▎         | 1282/46302 [1:21:46<47:48:25,  3.82s/it]
  3%|▎         | 1283/46302 [1:21:49<47:48:26,  3.82s/it]
  3%|▎         | 1284/46302 [1:21:53<47:47:50,  3.82s/it]
  3%|▎         | 1285/46302 [1:21:57<47:48:45,  3.82s/it]
  3%|▎         | 1286/46302 [1:22:01<47:49:02,  3.82s/it]
  3%|▎         | 1287/46302 [1:22:05<47:49:29,  3.82s/it]
  3%|▎         | 1288/46302 [1:22:08<47:50:13,  3.83s/it]
  3%|▎         | 1289/46302 [1:22:12<47:50:20,  3.83s/it]
  3%|▎         | 1290/46302 [1:22:16<47:50:27,  3.83s/it]
  3%|▎         | 1291/46302 [1:22:20<47:49:14,  3.82s/it]
  3%|▎         | 1292/46302 [1:22:24<47:48:36,  3.82s/it]
  3%|▎         | 1293/46302 [1:22:28<47:48:22,  3.82s/it]
  3%|▎         | 1294/46302 [1:22:31<47:49:14,  3.82s/it]
  3%|▎         | 1295/46302 [1:22:35<47:49:11,  3.82s/it]
  3%|▎         | 1296/46302 [1:22:39<47:48:10,  3.82s/it]
  3%|▎         | 1297/46302 [1:22:43<47:46:31,  3.82s/it]
  3%|▎         | 1298/46302 [1:22:47<47:47:18,  3.82s/it]
  3%|▎         | 1299/46302 [1:22:51<47:47:39,  3.82s/it]
  3%|▎         | 1300/46302 [1:22:54<47:48:21,  3.82s/it]
  3%|▎         | 1301/46302 [1:22:58<47:46:08,  3.82s/it]
  3%|▎         | 1302/46302 [1:23:02<47:47:30,  3.82s/it]
  3%|▎         | 1303/46302 [1:23:06<47:47:32,  3.82s/it]
  3%|▎         | 1304/46302 [1:23:10<47:47:48,  3.82s/it]
  3%|▎         | 1305/46302 [1:23:13<47:47:52,  3.82s/it]
  3%|▎         | 1306/46302 [1:23:17<47:48:29,  3.82s/it]
  3%|▎         | 1307/46302 [1:23:21<47:48:17,  3.82s/it]
  3%|▎         | 1308/46302 [1:23:25<47:48:07,  3.82s/it]
  3%|▎         | 1309/46302 [1:23:29<47:47:37,  3.82s/it]
  3%|▎         | 1310/46302 [1:23:33<47:46:50,  3.82s/it]
  3%|▎         | 1311/46302 [1:23:36<47:46:18,  3.82s/it]
  3%|▎         | 1312/46302 [1:23:40<47:46:43,  3.82s/it]
  3%|▎         | 1313/46302 [1:23:44<47:46:17,  3.82s/it]
  3%|▎         | 1314/46302 [1:23:48<47:47:30,  3.82s/it]
  3%|▎         | 1315/46302 [1:23:52<47:47:19,  3.82s/it]
  3%|▎         | 1316/46302 [1:23:56<47:47:56,  3.83s/it]
  3%|▎         | 1317/46302 [1:23:59<47:47:40,  3.82s/it]
  3%|▎         | 1318/46302 [1:24:03<47:47:58,  3.83s/it]
  3%|▎         | 1319/46302 [1:24:07<47:48:05,  3.83s/it]
  3%|▎         | 1320/46302 [1:24:11<47:47:47,  3.83s/it]
  3%|▎         | 1321/46302 [1:24:15<47:47:17,  3.82s/it]
  3%|▎         | 1322/46302 [1:24:18<47:46:58,  3.82s/it]
  3%|▎         | 1323/46302 [1:24:22<47:46:26,  3.82s/it]
  3%|▎         | 1324/46302 [1:24:26<47:46:41,  3.82s/it]
  3%|▎         | 1325/46302 [1:24:30<47:46:53,  3.82s/it]
  3%|▎         | 1326/46302 [1:24:34<47:46:49,  3.82s/it]
  3%|▎         | 1327/46302 [1:24:38<47:47:17,  3.83s/it]
  3%|▎         | 1328/46302 [1:24:41<47:46:39,  3.82s/it]
  3%|▎         | 1329/46302 [1:24:45<47:47:09,  3.83s/it]
  3%|▎         | 1330/46302 [1:24:49<47:47:11,  3.83s/it]
  3%|▎         | 1331/46302 [1:24:53<47:47:11,  3.83s/it]
  3%|▎         | 1332/46302 [1:24:57<47:47:13,  3.83s/it]
  3%|▎         | 1333/46302 [1:25:01<47:46:45,  3.82s/it]
  3%|▎         | 1334/46302 [1:25:04<47:46:23,  3.82s/it]
  3%|▎         | 1335/46302 [1:25:08<47:46:06,  3.82s/it]
  3%|▎         | 1336/46302 [1:25:12<47:46:20,  3.82s/it]
  3%|▎         | 1337/46302 [1:25:16<47:45:43,  3.82s/it]
  3%|▎         | 1338/46302 [1:25:20<47:45:17,  3.82s/it]
  3%|▎         | 1339/46302 [1:25:24<47:45:22,  3.82s/it]
  3%|▎         | 1340/46302 [1:25:27<47:45:32,  3.82s/it]
  3%|▎         | 1341/46302 [1:25:31<47:45:32,  3.82s/it]
  3%|▎         | 1342/46302 [1:25:35<47:46:19,  3.83s/it]
  3%|▎         | 1343/46302 [1:25:39<47:46:43,  3.83s/it]
  3%|▎         | 1344/46302 [1:25:43<47:46:42,  3.83s/it]
  3%|▎         | 1345/46302 [1:25:46<47:46:16,  3.83s/it]
  3%|▎         | 1346/46302 [1:25:50<47:46:36,  3.83s/it]
  3%|▎         | 1347/46302 [1:25:54<47:46:36,  3.83s/it]
  3%|▎         | 1348/46302 [1:25:58<47:46:26,  3.83s/it]
  3%|▎         | 1349/46302 [1:26:02<47:45:41,  3.82s/it]
  3%|▎         | 1350/46302 [1:26:06<47:45:57,  3.83s/it]
  3%|▎         | 1351/46302 [1:26:09<47:45:15,  3.82s/it]
  3%|▎         | 1352/46302 [1:26:13<47:44:04,  3.82s/it]
  3%|▎         | 1353/46302 [1:26:17<47:43:59,  3.82s/it]
  3%|▎         | 1354/46302 [1:26:21<47:44:08,  3.82s/it]
  3%|▎         | 1355/46302 [1:26:25<47:43:13,  3.82s/it]
  3%|▎         | 1356/46302 [1:26:29<47:41:13,  3.82s/it]
  3%|▎         | 1357/46302 [1:26:32<47:42:01,  3.82s/it]
  3%|▎         | 1358/46302 [1:26:36<47:42:03,  3.82s/it]
  3%|▎         | 1359/46302 [1:26:40<47:43:03,  3.82s/it]
  3%|▎         | 1360/46302 [1:26:44<47:42:34,  3.82s/it]
  3%|▎         | 1361/46302 [1:26:48<47:41:19,  3.82s/it]
  3%|▎         | 1362/46302 [1:26:51<47:41:35,  3.82s/it]
  3%|▎         | 1363/46302 [1:26:55<47:41:39,  3.82s/it]
  3%|▎         | 1364/46302 [1:26:59<47:41:23,  3.82s/it]
  3%|▎         | 1365/46302 [1:27:03<47:42:21,  3.82s/it]
  3%|▎         | 1366/46302 [1:27:07<47:42:47,  3.82s/it]
  3%|▎         | 1367/46302 [1:27:11<47:43:20,  3.82s/it]
  3%|▎         | 1368/46302 [1:27:14<47:43:00,  3.82s/it]
  3%|▎         | 1369/46302 [1:27:18<47:41:23,  3.82s/it]
  3%|▎         | 1370/46302 [1:27:22<47:41:53,  3.82s/it]
  3%|▎         | 1371/46302 [1:27:26<47:42:15,  3.82s/it]
  3%|▎         | 1372/46302 [1:27:30<47:43:38,  3.82s/it]
  3%|▎         | 1373/46302 [1:27:33<47:43:21,  3.82s/it]
  3%|▎         | 1374/46302 [1:27:37<47:43:44,  3.82s/it]
  3%|▎         | 1375/46302 [1:27:41<47:43:35,  3.82s/it]
  3%|▎         | 1376/46302 [1:27:45<47:43:38,  3.82s/it]
  3%|▎         | 1377/46302 [1:27:49<47:43:07,  3.82s/it]
  3%|▎         | 1378/46302 [1:27:53<47:42:16,  3.82s/it]
  3%|▎         | 1379/46302 [1:27:56<47:42:09,  3.82s/it]
  3%|▎         | 1380/46302 [1:28:00<47:41:54,  3.82s/it]
  3%|▎         | 1381/46302 [1:28:04<47:41:50,  3.82s/it]
  3%|▎         | 1382/46302 [1:28:08<47:42:26,  3.82s/it]
  3%|▎         | 1383/46302 [1:28:12<47:42:57,  3.82s/it]
  3%|▎         | 1384/46302 [1:28:16<47:42:09,  3.82s/it]
  3%|▎         | 1385/46302 [1:28:19<47:42:09,  3.82s/it]
  3%|▎         | 1386/46302 [1:28:23<47:42:43,  3.82s/it]
  3%|▎         | 1387/46302 [1:28:27<47:41:19,  3.82s/it]
  3%|▎         | 1388/46302 [1:28:31<47:39:49,  3.82s/it]
  3%|▎         | 1389/46302 [1:28:35<47:37:18,  3.82s/it]
  3%|▎         | 1390/46302 [1:28:38<47:37:43,  3.82s/it]
  3%|▎         | 1391/46302 [1:28:42<47:38:55,  3.82s/it]
  3%|▎         | 1392/46302 [1:28:46<47:40:09,  3.82s/it]
  3%|▎         | 1393/46302 [1:28:50<47:40:35,  3.82s/it]
  3%|▎         | 1394/46302 [1:28:54<47:40:59,  3.82s/it]
  3%|▎         | 1395/46302 [1:28:58<47:42:05,  3.82s/it]
  3%|▎         | 1396/46302 [1:29:01<47:42:47,  3.83s/it]
  3%|▎         | 1397/46302 [1:29:05<47:42:38,  3.82s/it]
  3%|▎         | 1398/46302 [1:29:09<47:42:24,  3.82s/it]
  3%|▎         | 1399/46302 [1:29:13<47:42:49,  3.83s/it]
  3%|▎         | 1400/46302 [1:29:17<47:42:37,  3.83s/it]
  3%|▎         | 1401/46302 [1:29:21<47:42:07,  3.82s/it]
  3%|▎         | 1402/46302 [1:29:24<47:41:26,  3.82s/it]
  3%|▎         | 1403/46302 [1:29:28<47:41:34,  3.82s/it]
  3%|▎         | 1404/46302 [1:29:32<47:41:49,  3.82s/it]
  3%|▎         | 1405/46302 [1:29:36<47:41:19,  3.82s/it]
  3%|▎         | 1406/46302 [1:29:40<47:40:50,  3.82s/it]
  3%|▎         | 1407/46302 [1:29:43<47:39:28,  3.82s/it]
  3%|▎         | 1408/46302 [1:29:47<47:40:06,  3.82s/it]
  3%|▎         | 1409/46302 [1:29:51<47:40:18,  3.82s/it]
  3%|▎         | 1410/46302 [1:29:55<47:39:50,  3.82s/it]
  3%|▎         | 1411/46302 [1:29:59<47:40:11,  3.82s/it]
  3%|▎         | 1412/46302 [1:30:03<47:40:16,  3.82s/it]
  3%|▎         | 1413/46302 [1:30:06<47:40:39,  3.82s/it]
  3%|▎         | 1414/46302 [1:30:10<47:41:17,  3.82s/it]
  3%|▎         | 1415/46302 [1:30:14<47:40:33,  3.82s/it]
  3%|▎         | 1416/46302 [1:30:18<47:40:30,  3.82s/it]
  3%|▎         | 1417/46302 [1:30:22<47:40:49,  3.82s/it]
  3%|▎         | 1418/46302 [1:30:26<47:39:39,  3.82s/it]
  3%|▎         | 1419/46302 [1:30:29<47:39:43,  3.82s/it]
  3%|▎         | 1420/46302 [1:30:33<47:40:09,  3.82s/it]
  3%|▎         | 1421/46302 [1:30:37<47:39:39,  3.82s/it]
  3%|▎         | 1422/46302 [1:30:41<47:39:53,  3.82s/it]
  3%|▎         | 1423/46302 [1:30:45<47:40:58,  3.82s/it]
  3%|▎         | 1424/46302 [1:30:48<47:40:48,  3.82s/it]
  3%|▎         | 1425/46302 [1:30:52<47:40:41,  3.82s/it]
  3%|▎         | 1426/46302 [1:30:56<47:40:04,  3.82s/it]
  3%|▎         | 1427/46302 [1:31:00<47:40:30,  3.82s/it]
  3%|▎         | 1428/46302 [1:31:04<47:40:04,  3.82s/it]
  3%|▎         | 1429/46302 [1:31:08<47:40:02,  3.82s/it]
  3%|▎         | 1430/46302 [1:31:11<47:40:30,  3.82s/it]
  3%|▎         | 1431/46302 [1:31:15<47:39:15,  3.82s/it]
  3%|▎         | 1432/46302 [1:31:19<47:39:55,  3.82s/it]
  3%|▎         | 1433/46302 [1:31:23<47:39:08,  3.82s/it]
  3%|▎         | 1434/46302 [1:31:27<47:39:49,  3.82s/it]
  3%|▎         | 1435/46302 [1:31:31<47:39:36,  3.82s/it]
  3%|▎         | 1436/46302 [1:31:34<47:39:34,  3.82s/it]
  3%|▎         | 1437/46302 [1:31:38<47:39:22,  3.82s/it]
  3%|▎         | 1438/46302 [1:31:42<47:39:18,  3.82s/it]
  3%|▎         | 1439/46302 [1:31:46<47:39:12,  3.82s/it]
  3%|▎         | 1440/46302 [1:31:50<47:38:55,  3.82s/it]
  3%|▎         | 1441/46302 [1:31:53<47:39:03,  3.82s/it]
  3%|▎         | 1442/46302 [1:31:57<47:39:39,  3.82s/it]
  3%|▎         | 1443/46302 [1:32:01<47:40:00,  3.83s/it]
  3%|▎         | 1444/46302 [1:32:05<47:39:43,  3.83s/it]
  3%|▎         | 1445/46302 [1:32:09<47:39:42,  3.83s/it]
  3%|▎         | 1446/46302 [1:32:13<47:40:10,  3.83s/it]
  3%|▎         | 1447/46302 [1:32:16<47:39:29,  3.82s/it]
  3%|▎         | 1448/46302 [1:32:20<47:39:31,  3.83s/it]
  3%|▎         | 1449/46302 [1:32:24<47:39:21,  3.82s/it]
  3%|▎         | 1450/46302 [1:32:28<47:39:12,  3.82s/it]
  3%|▎         | 1451/46302 [1:32:32<47:38:48,  3.82s/it]
  3%|▎         | 1452/46302 [1:32:36<47:38:21,  3.82s/it]
  3%|▎         | 1453/46302 [1:32:39<47:39:11,  3.83s/it]
  3%|▎         | 1454/46302 [1:32:43<47:39:50,  3.83s/it]
  3%|▎         | 1455/46302 [1:32:47<47:39:09,  3.83s/it]
  3%|▎         | 1456/46302 [1:32:51<47:38:59,  3.83s/it]
  3%|▎         | 1457/46302 [1:32:55<47:38:24,  3.82s/it]
  3%|▎         | 1458/46302 [1:32:59<47:38:22,  3.82s/it]
  3%|▎         | 1459/46302 [1:33:02<47:38:16,  3.82s/it]
  3%|▎         | 1460/46302 [1:33:06<47:38:46,  3.83s/it]
  3%|▎         | 1461/46302 [1:33:10<47:39:07,  3.83s/it]
  3%|▎         | 1462/46302 [1:33:14<47:39:11,  3.83s/it]
  3%|▎         | 1463/46302 [1:33:18<47:38:32,  3.83s/it]
  3%|▎         | 1464/46302 [1:33:21<47:37:26,  3.82s/it]
  3%|▎         | 1465/46302 [1:33:25<47:37:13,  3.82s/it]
  3%|▎         | 1466/46302 [1:33:29<47:37:51,  3.82s/it]
  3%|▎         | 1467/46302 [1:33:33<47:38:12,  3.82s/it]
  3%|▎         | 1468/46302 [1:33:37<47:38:11,  3.83s/it]
  3%|▎         | 1469/46302 [1:33:41<47:38:29,  3.83s/it]
  3%|▎         | 1470/46302 [1:33:44<47:38:21,  3.83s/it]
  3%|▎         | 1471/46302 [1:33:48<47:38:04,  3.83s/it]
  3%|▎         | 1472/46302 [1:33:52<47:36:44,  3.82s/it]
  3%|▎         | 1473/46302 [1:33:56<47:36:31,  3.82s/it]
  3%|▎         | 1474/46302 [1:34:00<47:36:24,  3.82s/it]
  3%|▎         | 1475/46302 [1:34:04<47:36:22,  3.82s/it]
  3%|▎         | 1476/46302 [1:34:07<47:36:40,  3.82s/it]
  3%|▎         | 1477/46302 [1:34:11<47:35:23,  3.82s/it]
  3%|▎         | 1478/46302 [1:34:15<47:36:02,  3.82s/it]
  3%|▎         | 1479/46302 [1:34:19<47:36:09,  3.82s/it]
  3%|▎         | 1480/46302 [1:34:23<47:36:35,  3.82s/it]
  3%|▎         | 1481/46302 [1:34:26<47:37:17,  3.82s/it]
  3%|▎         | 1482/46302 [1:34:30<47:38:17,  3.83s/it]
  3%|▎         | 1483/46302 [1:34:34<47:37:35,  3.83s/it]
  3%|▎         | 1484/46302 [1:34:38<47:37:37,  3.83s/it]
  3%|▎         | 1485/46302 [1:34:42<47:37:10,  3.83s/it]
  3%|▎         | 1486/46302 [1:34:46<47:36:50,  3.82s/it]
  3%|▎         | 1487/46302 [1:34:49<47:36:58,  3.83s/it]
  3%|▎         | 1488/46302 [1:34:53<47:29:15,  3.81s/it]
  3%|▎         | 1489/46302 [1:34:57<47:24:36,  3.81s/it]
  3%|▎         | 1490/46302 [1:35:01<47:21:17,  3.80s/it]
  3%|▎         | 1491/46302 [1:35:05<47:19:24,  3.80s/it]
  3%|▎         | 1492/46302 [1:35:08<47:19:18,  3.80s/it]
  3%|▎         | 1493/46302 [1:35:12<47:18:40,  3.80s/it]
  3%|▎         | 1494/46302 [1:35:16<47:21:01,  3.80s/it]
  3%|▎         | 1495/46302 [1:35:20<47:19:56,  3.80s/it]
  3%|▎         | 1496/46302 [1:35:24<47:19:15,  3.80s/it]
  3%|▎         | 1497/46302 [1:35:27<47:19:16,  3.80s/it]
  3%|▎         | 1498/46302 [1:35:31<47:17:44,  3.80s/it]
  3%|▎         | 1499/46302 [1:35:35<47:15:51,  3.80s/it]
  3%|▎         | 1500/46302 [1:35:39<47:14:52,  3.80s/it]
                                                         
{'loss': 4.3187, 'learning_rate': 0.004944814798463645, 'epoch': 0.03}

  3%|▎         | 1500/46302 [1:35:39<47:14:52,  3.80s/it]
  3%|▎         | 1501/46302 [1:35:43<47:14:41,  3.80s/it]
  3%|▎         | 1502/46302 [1:35:46<47:15:15,  3.80s/it]
  3%|▎         | 1503/46302 [1:35:50<47:15:34,  3.80s/it]
  3%|▎         | 1504/46302 [1:35:54<47:14:08,  3.80s/it]
  3%|▎         | 1505/46302 [1:35:58<47:15:28,  3.80s/it]
  3%|▎         | 1506/46302 [1:36:02<47:13:48,  3.80s/it]
  3%|▎         | 1507/46302 [1:36:05<47:12:01,  3.79s/it]
  3%|▎         | 1508/46302 [1:36:09<47:10:49,  3.79s/it]
  3%|▎         | 1509/46302 [1:36:13<47:10:48,  3.79s/it]
  3%|▎         | 1510/46302 [1:36:17<47:10:42,  3.79s/it]
  3%|▎         | 1511/46302 [1:36:21<47:08:28,  3.79s/it]
  3%|▎         | 1512/46302 [1:36:24<47:07:12,  3.79s/it]
  3%|▎         | 1513/46302 [1:36:28<47:09:33,  3.79s/it]
  3%|▎         | 1514/46302 [1:36:32<47:09:55,  3.79s/it]
  3%|▎         | 1515/46302 [1:36:36<47:10:27,  3.79s/it]
  3%|▎         | 1516/46302 [1:36:39<47:11:55,  3.79s/it]
  3%|▎         | 1517/46302 [1:36:43<47:18:51,  3.80s/it]
  3%|▎         | 1518/46302 [1:36:47<47:23:50,  3.81s/it]
  3%|▎         | 1519/46302 [1:36:51<47:26:34,  3.81s/it]
  3%|▎         | 1520/46302 [1:36:55<47:29:55,  3.82s/it]
  3%|▎         | 1521/46302 [1:36:59<47:31:23,  3.82s/it]
  3%|▎         | 1522/46302 [1:37:02<47:32:26,  3.82s/it]
  3%|▎         | 1523/46302 [1:37:06<47:32:47,  3.82s/it]
  3%|▎         | 1524/46302 [1:37:10<47:33:42,  3.82s/it]
  3%|▎         | 1525/46302 [1:37:14<47:33:56,  3.82s/it]
  3%|▎         | 1526/46302 [1:37:18<47:34:09,  3.82s/it]
  3%|▎         | 1527/46302 [1:37:22<47:34:49,  3.83s/it]
  3%|▎         | 1528/46302 [1:37:25<47:33:38,  3.82s/it]
  3%|▎         | 1529/46302 [1:37:29<47:33:39,  3.82s/it]
  3%|▎         | 1530/46302 [1:37:33<47:33:47,  3.82s/it]
  3%|▎         | 1531/46302 [1:37:37<47:34:33,  3.83s/it]
  3%|▎         | 1532/46302 [1:37:41<47:34:50,  3.83s/it]
  3%|▎         | 1533/46302 [1:37:45<47:34:22,  3.83s/it]
  3%|▎         | 1534/46302 [1:37:48<47:34:41,  3.83s/it]
  3%|▎         | 1535/46302 [1:37:52<47:34:10,  3.83s/it]
  3%|▎         | 1536/46302 [1:37:56<47:34:34,  3.83s/it]
  3%|▎         | 1537/46302 [1:38:00<47:34:20,  3.83s/it]
  3%|▎         | 1538/46302 [1:38:04<47:33:54,  3.83s/it]
  3%|▎         | 1539/46302 [1:38:07<47:33:08,  3.82s/it]
  3%|▎         | 1540/46302 [1:38:11<47:32:31,  3.82s/it]
  3%|▎         | 1541/46302 [1:38:15<47:32:51,  3.82s/it]
  3%|▎         | 1542/46302 [1:38:19<47:32:52,  3.82s/it]
  3%|▎         | 1543/46302 [1:38:23<47:33:05,  3.82s/it]
  3%|▎         | 1544/46302 [1:38:27<47:33:01,  3.82s/it]
  3%|▎         | 1545/46302 [1:38:30<47:33:01,  3.82s/it]
  3%|▎         | 1546/46302 [1:38:34<47:33:10,  3.82s/it]
  3%|▎         | 1547/46302 [1:38:38<47:33:13,  3.83s/it]
  3%|▎         | 1548/46302 [1:38:42<47:33:23,  3.83s/it]
  3%|▎         | 1549/46302 [1:38:46<47:33:55,  3.83s/it]
  3%|▎         | 1550/46302 [1:38:50<47:34:14,  3.83s/it]
  3%|▎         | 1551/46302 [1:38:53<47:34:19,  3.83s/it]
  3%|▎         | 1552/46302 [1:38:57<47:34:40,  3.83s/it]
  3%|▎         | 1553/46302 [1:39:01<47:33:47,  3.83s/it]
  3%|▎         | 1554/46302 [1:39:05<47:33:41,  3.83s/it]
  3%|▎         | 1555/46302 [1:39:09<47:33:59,  3.83s/it]
  3%|▎         | 1556/46302 [1:39:12<47:33:44,  3.83s/it]
  3%|▎         | 1557/46302 [1:39:16<47:33:50,  3.83s/it]
  3%|▎         | 1558/46302 [1:39:20<47:33:27,  3.83s/it]
  3%|▎         | 1559/46302 [1:39:24<47:34:07,  3.83s/it]
  3%|▎         | 1560/46302 [1:39:28<47:33:06,  3.83s/it]
  3%|▎         | 1561/46302 [1:39:32<47:33:16,  3.83s/it]
  3%|▎         | 1562/46302 [1:39:35<47:33:08,  3.83s/it]
  3%|▎         | 1563/46302 [1:39:39<47:34:05,  3.83s/it]
  3%|▎         | 1564/46302 [1:39:43<47:33:53,  3.83s/it]
  3%|▎         | 1565/46302 [1:39:47<47:33:07,  3.83s/it]
  3%|▎         | 1566/46302 [1:39:51<47:33:07,  3.83s/it]
  3%|▎         | 1567/46302 [1:39:55<47:32:40,  3.83s/it]
  3%|▎         | 1568/46302 [1:39:58<47:32:21,  3.83s/it]
  3%|▎         | 1569/46302 [1:40:02<47:32:58,  3.83s/it]
  3%|▎         | 1570/46302 [1:40:06<47:32:55,  3.83s/it]
  3%|▎         | 1571/46302 [1:40:10<47:33:11,  3.83s/it]
  3%|▎         | 1572/46302 [1:40:14<47:32:21,  3.83s/it]
  3%|▎         | 1573/46302 [1:40:18<47:33:03,  3.83s/it]
  3%|▎         | 1574/46302 [1:40:21<47:31:48,  3.83s/it]
  3%|▎         | 1575/46302 [1:40:25<47:31:59,  3.83s/it]
  3%|▎         | 1576/46302 [1:40:29<47:32:02,  3.83s/it]
  3%|▎         | 1577/46302 [1:40:33<47:32:14,  3.83s/it]
  3%|▎         | 1578/46302 [1:40:37<47:31:47,  3.83s/it]
  3%|▎         | 1579/46302 [1:40:41<47:31:49,  3.83s/it]
  3%|▎         | 1580/46302 [1:40:44<47:31:59,  3.83s/it]
  3%|▎         | 1581/46302 [1:40:48<47:31:56,  3.83s/it]
  3%|▎         | 1582/46302 [1:40:52<47:32:00,  3.83s/it]
  3%|▎         | 1583/46302 [1:40:56<47:32:08,  3.83s/it]
  3%|▎         | 1584/46302 [1:41:00<47:31:23,  3.83s/it]
  3%|▎         | 1585/46302 [1:41:03<47:31:01,  3.83s/it]
  3%|▎         | 1586/46302 [1:41:07<47:31:21,  3.83s/it]
  3%|▎         | 1587/46302 [1:41:11<47:32:15,  3.83s/it]
  3%|▎         | 1588/46302 [1:41:15<47:31:40,  3.83s/it]
  3%|▎         | 1589/46302 [1:41:19<47:31:21,  3.83s/it]
  3%|▎         | 1590/46302 [1:41:23<47:30:57,  3.83s/it]
  3%|▎         | 1591/46302 [1:41:26<47:30:38,  3.83s/it]
  3%|▎         | 1592/46302 [1:41:30<47:30:49,  3.83s/it]
  3%|▎         | 1593/46302 [1:41:34<47:31:04,  3.83s/it]
  3%|▎         | 1594/46302 [1:41:38<47:30:53,  3.83s/it]
  3%|▎         | 1595/46302 [1:41:42<47:31:27,  3.83s/it]
  3%|▎         | 1596/46302 [1:41:46<47:30:54,  3.83s/it]
  3%|▎         | 1597/46302 [1:41:49<47:31:13,  3.83s/it]
  3%|▎         | 1598/46302 [1:41:53<47:28:36,  3.82s/it]
  3%|▎         | 1599/46302 [1:41:57<47:29:27,  3.82s/it]
  3%|▎         | 1600/46302 [1:42:01<47:29:54,  3.83s/it]
  3%|▎         | 1601/46302 [1:42:05<47:30:07,  3.83s/it]
  3%|▎         | 1602/46302 [1:42:09<47:30:11,  3.83s/it]
  3%|▎         | 1603/46302 [1:42:12<47:30:22,  3.83s/it]
  3%|▎         | 1604/46302 [1:42:16<47:29:50,  3.83s/it]
  3%|▎         | 1605/46302 [1:42:20<47:30:28,  3.83s/it]
  3%|▎         | 1606/46302 [1:42:24<47:29:33,  3.83s/it]
  3%|▎         | 1607/46302 [1:42:28<47:29:53,  3.83s/it]
  3%|▎         | 1608/46302 [1:42:31<47:29:19,  3.83s/it]
  3%|▎         | 1609/46302 [1:42:35<47:29:25,  3.83s/it]
  3%|▎         | 1610/46302 [1:42:39<47:30:00,  3.83s/it]
  3%|▎         | 1611/46302 [1:42:43<47:30:03,  3.83s/it]
  3%|▎         | 1612/46302 [1:42:47<47:29:46,  3.83s/it]
  3%|▎         | 1613/46302 [1:42:51<47:29:32,  3.83s/it]
  3%|▎         | 1614/46302 [1:42:54<47:29:41,  3.83s/it]
  3%|▎         | 1615/46302 [1:42:58<47:29:42,  3.83s/it]
  3%|▎         | 1616/46302 [1:43:02<47:29:41,  3.83s/it]
  3%|▎         | 1617/46302 [1:43:06<47:29:18,  3.83s/it]
  3%|▎         | 1618/46302 [1:43:10<47:28:31,  3.82s/it]
  3%|▎         | 1619/46302 [1:43:14<47:28:29,  3.82s/it]
  3%|▎         | 1620/46302 [1:43:17<47:28:21,  3.82s/it]
  4%|▎         | 1621/46302 [1:43:21<47:27:50,  3.82s/it]
  4%|▎         | 1622/46302 [1:43:25<47:28:37,  3.83s/it]
  4%|▎         | 1623/46302 [1:43:29<47:29:05,  3.83s/it]
  4%|▎         | 1624/46302 [1:43:33<47:28:49,  3.83s/it]
  4%|▎         | 1625/46302 [1:43:36<47:28:27,  3.83s/it]
  4%|▎         | 1626/46302 [1:43:40<47:28:41,  3.83s/it]
  4%|▎         | 1627/46302 [1:43:44<47:28:54,  3.83s/it]
  4%|▎         | 1628/46302 [1:43:48<47:29:06,  3.83s/it]
  4%|▎         | 1629/46302 [1:43:52<47:29:56,  3.83s/it]
  4%|▎         | 1630/46302 [1:43:56<47:29:42,  3.83s/it]
  4%|▎         | 1631/46302 [1:43:59<47:29:25,  3.83s/it]
  4%|▎         | 1632/46302 [1:44:03<47:29:24,  3.83s/it]
  4%|▎         | 1633/46302 [1:44:07<47:29:43,  3.83s/it]
  4%|▎         | 1634/46302 [1:44:11<47:29:47,  3.83s/it]
  4%|▎         | 1635/46302 [1:44:15<47:29:01,  3.83s/it]
  4%|▎         | 1636/46302 [1:44:19<47:29:09,  3.83s/it]
  4%|▎         | 1637/46302 [1:44:22<47:29:29,  3.83s/it]
  4%|▎         | 1638/46302 [1:44:26<47:28:46,  3.83s/it]
  4%|▎         | 1639/46302 [1:44:30<47:29:08,  3.83s/it]
  4%|▎         | 1640/46302 [1:44:34<47:29:20,  3.83s/it]
  4%|▎         | 1641/46302 [1:44:38<47:29:23,  3.83s/it]
  4%|▎         | 1642/46302 [1:44:42<47:29:26,  3.83s/it]
  4%|▎         | 1643/46302 [1:44:45<47:29:35,  3.83s/it]
  4%|▎         | 1644/46302 [1:44:49<47:28:49,  3.83s/it]
  4%|▎         | 1645/46302 [1:44:53<47:28:30,  3.83s/it]
  4%|▎         | 1646/46302 [1:44:57<47:29:06,  3.83s/it]
  4%|▎         | 1647/46302 [1:45:01<47:28:26,  3.83s/it]
  4%|▎         | 1648/46302 [1:45:05<47:28:40,  3.83s/it]
  4%|▎         | 1649/46302 [1:45:08<47:27:20,  3.83s/it]
  4%|▎         | 1650/46302 [1:45:12<47:27:08,  3.83s/it]
  4%|▎         | 1651/46302 [1:45:16<47:26:58,  3.83s/it]
  4%|▎         | 1652/46302 [1:45:20<47:27:23,  3.83s/it]
  4%|▎         | 1653/46302 [1:45:24<47:27:11,  3.83s/it]
  4%|▎         | 1654/46302 [1:45:27<47:27:46,  3.83s/it]
  4%|▎         | 1655/46302 [1:45:31<47:27:55,  3.83s/it]
  4%|▎         | 1656/46302 [1:45:35<47:27:39,  3.83s/it]
  4%|▎         | 1657/46302 [1:45:39<47:28:40,  3.83s/it]
  4%|▎         | 1658/46302 [1:45:43<47:27:59,  3.83s/it]
  4%|▎         | 1659/46302 [1:45:47<47:27:44,  3.83s/it]
  4%|▎         | 1660/46302 [1:45:50<47:26:56,  3.83s/it]
  4%|▎         | 1661/46302 [1:45:54<47:26:55,  3.83s/it]
  4%|▎         | 1662/46302 [1:45:58<47:26:30,  3.83s/it]
  4%|▎         | 1663/46302 [1:46:02<47:27:24,  3.83s/it]
  4%|▎         | 1664/46302 [1:46:06<47:27:33,  3.83s/it]
  4%|▎         | 1665/46302 [1:46:10<47:27:35,  3.83s/it]
  4%|▎         | 1666/46302 [1:46:13<47:26:48,  3.83s/it]
  4%|▎         | 1667/46302 [1:46:17<47:26:52,  3.83s/it]
  4%|▎         | 1668/46302 [1:46:21<47:27:28,  3.83s/it]
  4%|▎         | 1669/46302 [1:46:25<47:27:26,  3.83s/it]
  4%|▎         | 1670/46302 [1:46:29<47:27:17,  3.83s/it]
  4%|▎         | 1671/46302 [1:46:33<47:26:48,  3.83s/it]
  4%|▎         | 1672/46302 [1:46:36<47:26:31,  3.83s/it]
  4%|▎         | 1673/46302 [1:46:40<47:26:34,  3.83s/it]
  4%|▎         | 1674/46302 [1:46:44<47:27:36,  3.83s/it]
  4%|▎         | 1675/46302 [1:46:48<47:27:58,  3.83s/it]
  4%|▎         | 1676/46302 [1:46:52<47:27:02,  3.83s/it]
  4%|▎         | 1677/46302 [1:46:56<47:26:45,  3.83s/it]
  4%|▎         | 1678/46302 [1:46:59<47:26:11,  3.83s/it]
  4%|▎         | 1679/46302 [1:47:03<47:25:50,  3.83s/it]
  4%|▎         | 1680/46302 [1:47:07<47:26:03,  3.83s/it]
  4%|▎         | 1681/46302 [1:47:11<47:25:52,  3.83s/it]
  4%|▎         | 1682/46302 [1:47:15<47:25:50,  3.83s/it]
  4%|▎         | 1683/46302 [1:47:18<47:26:08,  3.83s/it]
  4%|▎         | 1684/46302 [1:47:22<47:26:09,  3.83s/it]
  4%|▎         | 1685/46302 [1:47:26<47:26:11,  3.83s/it]
  4%|▎         | 1686/46302 [1:47:30<47:25:53,  3.83s/it]
  4%|▎         | 1687/46302 [1:47:34<47:25:48,  3.83s/it]
  4%|▎         | 1688/46302 [1:47:38<47:25:12,  3.83s/it]
  4%|▎         | 1689/46302 [1:47:41<47:25:41,  3.83s/it]
  4%|▎         | 1690/46302 [1:47:45<47:24:47,  3.83s/it]
  4%|▎         | 1691/46302 [1:47:49<47:24:36,  3.83s/it]
  4%|▎         | 1692/46302 [1:47:53<47:24:45,  3.83s/it]
  4%|▎         | 1693/46302 [1:47:57<47:24:39,  3.83s/it]
  4%|▎         | 1694/46302 [1:48:01<47:24:18,  3.83s/it]
  4%|▎         | 1695/46302 [1:48:04<47:24:26,  3.83s/it]
  4%|▎         | 1696/46302 [1:48:08<47:24:00,  3.83s/it]
  4%|▎         | 1697/46302 [1:48:12<47:24:43,  3.83s/it]
  4%|▎         | 1698/46302 [1:48:16<47:25:05,  3.83s/it]
  4%|▎         | 1699/46302 [1:48:20<47:24:37,  3.83s/it]
  4%|▎         | 1700/46302 [1:48:24<47:25:08,  3.83s/it]
  4%|▎         | 1701/46302 [1:48:27<47:24:51,  3.83s/it]
  4%|▎         | 1702/46302 [1:48:31<47:23:43,  3.83s/it]
  4%|▎         | 1703/46302 [1:48:35<47:23:38,  3.83s/it]
  4%|▎         | 1704/46302 [1:48:39<47:23:54,  3.83s/it]
  4%|▎         | 1705/46302 [1:48:43<47:23:06,  3.83s/it]
  4%|▎         | 1706/46302 [1:48:46<47:23:02,  3.83s/it]
  4%|▎         | 1707/46302 [1:48:50<47:22:16,  3.82s/it]
  4%|▎         | 1708/46302 [1:48:54<47:20:55,  3.82s/it]
  4%|▎         | 1709/46302 [1:48:58<47:21:41,  3.82s/it]
  4%|▎         | 1710/46302 [1:49:02<47:21:49,  3.82s/it]
  4%|▎         | 1711/46302 [1:49:06<47:22:16,  3.82s/it]
  4%|▎         | 1712/46302 [1:49:09<47:22:48,  3.83s/it]
  4%|▎         | 1713/46302 [1:49:13<47:23:28,  3.83s/it]
  4%|▎         | 1714/46302 [1:49:17<47:23:30,  3.83s/it]
  4%|▎         | 1715/46302 [1:49:21<47:23:34,  3.83s/it]
  4%|▎         | 1716/46302 [1:49:25<47:23:21,  3.83s/it]
  4%|▎         | 1717/46302 [1:49:29<47:22:58,  3.83s/it]
  4%|▎         | 1718/46302 [1:49:32<47:23:13,  3.83s/it]
  4%|▎         | 1719/46302 [1:49:36<47:24:01,  3.83s/it]
  4%|▎         | 1720/46302 [1:49:40<47:24:20,  3.83s/it]
  4%|▎         | 1721/46302 [1:49:44<47:24:25,  3.83s/it]
  4%|▎         | 1722/46302 [1:49:48<47:24:15,  3.83s/it]
  4%|▎         | 1723/46302 [1:49:52<47:24:09,  3.83s/it]
  4%|▎         | 1724/46302 [1:49:55<47:24:21,  3.83s/it]
  4%|▎         | 1725/46302 [1:49:59<47:24:40,  3.83s/it]
  4%|▎         | 1726/46302 [1:50:03<47:24:25,  3.83s/it]
  4%|▎         | 1727/46302 [1:50:07<47:23:44,  3.83s/it]
  4%|▎         | 1728/46302 [1:50:11<47:23:55,  3.83s/it]
  4%|▎         | 1729/46302 [1:50:14<47:23:48,  3.83s/it]
  4%|▎         | 1730/46302 [1:50:18<47:23:36,  3.83s/it]
  4%|▎         | 1731/46302 [1:50:22<47:24:05,  3.83s/it]
  4%|▎         | 1732/46302 [1:50:26<47:23:39,  3.83s/it]
  4%|▎         | 1733/46302 [1:50:30<47:22:55,  3.83s/it]
  4%|▎         | 1734/46302 [1:50:34<47:22:58,  3.83s/it]
  4%|▎         | 1735/46302 [1:50:37<47:23:48,  3.83s/it]
  4%|▎         | 1736/46302 [1:50:41<47:23:54,  3.83s/it]
  4%|▍         | 1737/46302 [1:50:45<47:22:56,  3.83s/it]
  4%|▍         | 1738/46302 [1:50:49<47:23:46,  3.83s/it]
  4%|▍         | 1739/46302 [1:50:53<47:23:41,  3.83s/it]
  4%|▍         | 1740/46302 [1:50:57<47:23:13,  3.83s/it]
  4%|▍         | 1741/46302 [1:51:00<47:23:14,  3.83s/it]
  4%|▍         | 1742/46302 [1:51:04<47:22:50,  3.83s/it]
  4%|▍         | 1743/46302 [1:51:08<47:22:55,  3.83s/it]
  4%|▍         | 1744/46302 [1:51:12<47:21:56,  3.83s/it]
  4%|▍         | 1745/46302 [1:51:16<47:22:19,  3.83s/it]
  4%|▍         | 1746/46302 [1:51:20<47:22:13,  3.83s/it]
  4%|▍         | 1747/46302 [1:51:23<47:22:49,  3.83s/it]
  4%|▍         | 1748/46302 [1:51:27<47:22:51,  3.83s/it]
  4%|▍         | 1749/46302 [1:51:31<47:23:12,  3.83s/it]
  4%|▍         | 1750/46302 [1:51:35<47:22:21,  3.83s/it]
  4%|▍         | 1751/46302 [1:51:39<47:21:56,  3.83s/it]
  4%|▍         | 1752/46302 [1:51:43<47:21:48,  3.83s/it]
  4%|▍         | 1753/46302 [1:51:46<47:22:36,  3.83s/it]
  4%|▍         | 1754/46302 [1:51:50<47:21:49,  3.83s/it]
  4%|▍         | 1755/46302 [1:51:54<47:21:50,  3.83s/it]
  4%|▍         | 1756/46302 [1:51:58<47:22:21,  3.83s/it]
  4%|▍         | 1757/46302 [1:52:02<47:22:06,  3.83s/it]
  4%|▍         | 1758/46302 [1:52:06<47:20:38,  3.83s/it]
  4%|▍         | 1759/46302 [1:52:09<47:20:18,  3.83s/it]
  4%|▍         | 1760/46302 [1:52:13<47:20:03,  3.83s/it]
  4%|▍         | 1761/46302 [1:52:17<47:19:50,  3.83s/it]
  4%|▍         | 1762/46302 [1:52:21<47:19:53,  3.83s/it]
  4%|▍         | 1763/46302 [1:52:25<47:19:44,  3.83s/it]
  4%|▍         | 1764/46302 [1:52:28<47:19:18,  3.83s/it]
  4%|▍         | 1765/46302 [1:52:32<47:20:07,  3.83s/it]
  4%|▍         | 1766/46302 [1:52:36<47:20:15,  3.83s/it]
  4%|▍         | 1767/46302 [1:52:40<47:21:18,  3.83s/it]
  4%|▍         | 1768/46302 [1:52:44<47:21:09,  3.83s/it]
  4%|▍         | 1769/46302 [1:52:48<47:21:35,  3.83s/it]
  4%|▍         | 1770/46302 [1:52:51<47:21:10,  3.83s/it]
  4%|▍         | 1771/46302 [1:52:55<47:20:49,  3.83s/it]
  4%|▍         | 1772/46302 [1:52:59<47:20:19,  3.83s/it]
  4%|▍         | 1773/46302 [1:53:03<47:20:56,  3.83s/it]
  4%|▍         | 1774/46302 [1:53:07<47:21:21,  3.83s/it]
  4%|▍         | 1775/46302 [1:53:11<47:21:30,  3.83s/it]
  4%|▍         | 1776/46302 [1:53:14<47:21:03,  3.83s/it]
  4%|▍         | 1777/46302 [1:53:18<47:20:57,  3.83s/it]
  4%|▍         | 1778/46302 [1:53:22<47:21:09,  3.83s/it]
  4%|▍         | 1779/46302 [1:53:26<47:20:39,  3.83s/it]
  4%|▍         | 1780/46302 [1:53:30<47:19:25,  3.83s/it]
  4%|▍         | 1781/46302 [1:53:34<47:18:49,  3.83s/it]
  4%|▍         | 1782/46302 [1:53:37<47:19:30,  3.83s/it]
  4%|▍         | 1783/46302 [1:53:41<47:19:11,  3.83s/it]
  4%|▍         | 1784/46302 [1:53:45<47:19:18,  3.83s/it]
  4%|▍         | 1785/46302 [1:53:49<47:19:19,  3.83s/it]
  4%|▍         | 1786/46302 [1:53:53<47:18:56,  3.83s/it]
  4%|▍         | 1787/46302 [1:53:56<47:19:38,  3.83s/it]
  4%|▍         | 1788/46302 [1:54:00<47:19:00,  3.83s/it]
  4%|▍         | 1789/46302 [1:54:04<47:19:37,  3.83s/it]
  4%|▍         | 1790/46302 [1:54:08<47:19:41,  3.83s/it]
  4%|▍         | 1791/46302 [1:54:12<47:19:45,  3.83s/it]
  4%|▍         | 1792/46302 [1:54:16<47:20:25,  3.83s/it]
  4%|▍         | 1793/46302 [1:54:19<47:20:33,  3.83s/it]
  4%|▍         | 1794/46302 [1:54:23<47:20:31,  3.83s/it]
  4%|▍         | 1795/46302 [1:54:27<47:20:19,  3.83s/it]
  4%|▍         | 1796/46302 [1:54:31<47:19:30,  3.83s/it]
  4%|▍         | 1797/46302 [1:54:35<47:19:35,  3.83s/it]
  4%|▍         | 1798/46302 [1:54:39<47:18:28,  3.83s/it]
  4%|▍         | 1799/46302 [1:54:42<47:18:24,  3.83s/it]
  4%|▍         | 1800/46302 [1:54:46<47:18:28,  3.83s/it]
  4%|▍         | 1801/46302 [1:54:50<47:18:41,  3.83s/it]
  4%|▍         | 1802/46302 [1:54:54<47:19:15,  3.83s/it]
  4%|▍         | 1803/46302 [1:54:58<47:18:26,  3.83s/it]
  4%|▍         | 1804/46302 [1:55:02<47:18:56,  3.83s/it]
  4%|▍         | 1805/46302 [1:55:05<47:18:19,  3.83s/it]
  4%|▍         | 1806/46302 [1:55:09<47:18:00,  3.83s/it]
  4%|▍         | 1807/46302 [1:55:13<47:18:19,  3.83s/it]
  4%|▍         | 1808/46302 [1:55:17<47:18:57,  3.83s/it]
  4%|▍         | 1809/46302 [1:55:21<47:18:45,  3.83s/it]
  4%|▍         | 1810/46302 [1:55:25<47:18:41,  3.83s/it]
  4%|▍         | 1811/46302 [1:55:28<47:18:42,  3.83s/it]
  4%|▍         | 1812/46302 [1:55:32<47:18:04,  3.83s/it]
  4%|▍         | 1813/46302 [1:55:36<47:17:53,  3.83s/it]
  4%|▍         | 1814/46302 [1:55:40<47:17:49,  3.83s/it]
  4%|▍         | 1815/46302 [1:55:44<47:16:49,  3.83s/it]
  4%|▍         | 1816/46302 [1:55:47<47:16:52,  3.83s/it]
  4%|▍         | 1817/46302 [1:55:51<47:16:33,  3.83s/it]
  4%|▍         | 1818/46302 [1:55:55<47:17:06,  3.83s/it]
  4%|▍         | 1819/46302 [1:55:59<47:17:38,  3.83s/it]
  4%|▍         | 1820/46302 [1:56:03<47:18:22,  3.83s/it]
  4%|▍         | 1821/46302 [1:56:07<47:17:39,  3.83s/it]
  4%|▍         | 1822/46302 [1:56:10<47:17:23,  3.83s/it]
  4%|▍         | 1823/46302 [1:56:14<47:17:20,  3.83s/it]
  4%|▍         | 1824/46302 [1:56:18<47:16:39,  3.83s/it]
  4%|▍         | 1825/46302 [1:56:22<47:17:02,  3.83s/it]
  4%|▍         | 1826/46302 [1:56:26<47:16:51,  3.83s/it]
  4%|▍         | 1827/46302 [1:56:30<47:16:37,  3.83s/it]
  4%|▍         | 1828/46302 [1:56:33<47:17:23,  3.83s/it]
  4%|▍         | 1829/46302 [1:56:37<47:17:04,  3.83s/it]
  4%|▍         | 1830/46302 [1:56:41<47:17:34,  3.83s/it]
  4%|▍         | 1831/46302 [1:56:45<47:17:07,  3.83s/it]
  4%|▍         | 1832/46302 [1:56:49<47:16:47,  3.83s/it]
  4%|▍         | 1833/46302 [1:56:53<47:16:06,  3.83s/it]
  4%|▍         | 1834/46302 [1:56:56<47:15:40,  3.83s/it]
  4%|▍         | 1835/46302 [1:57:00<47:16:24,  3.83s/it]
  4%|▍         | 1836/46302 [1:57:04<47:16:07,  3.83s/it]
  4%|▍         | 1837/46302 [1:57:08<47:16:59,  3.83s/it]
  4%|▍         | 1838/46302 [1:57:12<47:16:21,  3.83s/it]
  4%|▍         | 1839/46302 [1:57:16<47:16:26,  3.83s/it]
  4%|▍         | 1840/46302 [1:57:19<47:16:00,  3.83s/it]
  4%|▍         | 1841/46302 [1:57:23<47:16:36,  3.83s/it]
  4%|▍         | 1842/46302 [1:57:27<47:15:27,  3.83s/it]
  4%|▍         | 1843/46302 [1:57:31<47:15:30,  3.83s/it]
  4%|▍         | 1844/46302 [1:57:35<47:15:21,  3.83s/it]
  4%|▍         | 1845/46302 [1:57:38<47:15:05,  3.83s/it]
  4%|▍         | 1846/46302 [1:57:42<47:14:53,  3.83s/it]
  4%|▍         | 1847/46302 [1:57:46<47:14:18,  3.83s/it]
  4%|▍         | 1848/46302 [1:57:50<47:14:06,  3.83s/it]
  4%|▍         | 1849/46302 [1:57:54<47:13:58,  3.83s/it]
  4%|▍         | 1850/46302 [1:57:58<47:13:56,  3.83s/it]
  4%|▍         | 1851/46302 [1:58:01<47:14:47,  3.83s/it]
  4%|▍         | 1852/46302 [1:58:05<47:14:27,  3.83s/it]
  4%|▍         | 1853/46302 [1:58:09<47:14:22,  3.83s/it]
  4%|▍         | 1854/46302 [1:58:13<47:14:21,  3.83s/it]
  4%|▍         | 1855/46302 [1:58:17<47:14:32,  3.83s/it]
  4%|▍         | 1856/46302 [1:58:21<47:14:29,  3.83s/it]
  4%|▍         | 1857/46302 [1:58:24<47:15:20,  3.83s/it]
  4%|▍         | 1858/46302 [1:58:28<47:15:00,  3.83s/it]
  4%|▍         | 1859/46302 [1:58:32<47:14:57,  3.83s/it]
  4%|▍         | 1860/46302 [1:58:36<47:15:03,  3.83s/it]
  4%|▍         | 1861/46302 [1:58:40<47:14:43,  3.83s/it]
  4%|▍         | 1862/46302 [1:58:44<47:14:55,  3.83s/it]
  4%|▍         | 1863/46302 [1:58:47<47:14:47,  3.83s/it]
  4%|▍         | 1864/46302 [1:58:51<47:14:25,  3.83s/it]
  4%|▍         | 1865/46302 [1:58:55<47:14:11,  3.83s/it]
  4%|▍         | 1866/46302 [1:58:59<47:13:47,  3.83s/it]
  4%|▍         | 1867/46302 [1:59:03<47:13:17,  3.83s/it]
  4%|▍         | 1868/46302 [1:59:06<47:13:14,  3.83s/it]
  4%|▍         | 1869/46302 [1:59:10<47:13:29,  3.83s/it]
  4%|▍         | 1870/46302 [1:59:14<47:13:16,  3.83s/it]
  4%|▍         | 1871/46302 [1:59:18<47:13:00,  3.83s/it]
  4%|▍         | 1872/46302 [1:59:22<47:12:49,  3.83s/it]
  4%|▍         | 1873/46302 [1:59:26<47:12:03,  3.82s/it]
  4%|▍         | 1874/46302 [1:59:29<47:12:07,  3.82s/it]
  4%|▍         | 1875/46302 [1:59:33<47:12:07,  3.82s/it]
  4%|▍         | 1876/46302 [1:59:37<47:12:21,  3.83s/it]
  4%|▍         | 1877/46302 [1:59:41<47:12:59,  3.83s/it]
  4%|▍         | 1878/46302 [1:59:45<47:12:39,  3.83s/it]
  4%|▍         | 1879/46302 [1:59:49<47:12:31,  3.83s/it]
  4%|▍         | 1880/46302 [1:59:52<47:12:13,  3.83s/it]
  4%|▍         | 1881/46302 [1:59:56<47:12:56,  3.83s/it]
  4%|▍         | 1882/46302 [2:00:00<47:12:24,  3.83s/it]
  4%|▍         | 1883/46302 [2:00:04<47:12:46,  3.83s/it]
  4%|▍         | 1884/46302 [2:00:08<47:11:33,  3.82s/it]
  4%|▍         | 1885/46302 [2:00:12<47:11:49,  3.83s/it]
  4%|▍         | 1886/46302 [2:00:15<47:10:52,  3.82s/it]
  4%|▍         | 1887/46302 [2:00:19<47:10:56,  3.82s/it]
  4%|▍         | 1888/46302 [2:00:23<47:10:38,  3.82s/it]
  4%|▍         | 1889/46302 [2:00:27<47:10:12,  3.82s/it]
  4%|▍         | 1890/46302 [2:00:31<47:10:29,  3.82s/it]
  4%|▍         | 1891/46302 [2:00:34<47:10:31,  3.82s/it]
  4%|▍         | 1892/46302 [2:00:38<47:10:22,  3.82s/it]
  4%|▍         | 1893/46302 [2:00:42<47:10:57,  3.82s/it]
  4%|▍         | 1894/46302 [2:00:46<47:10:21,  3.82s/it]
  4%|▍         | 1895/46302 [2:00:50<47:10:18,  3.82s/it]
  4%|▍         | 1896/46302 [2:00:54<47:10:51,  3.82s/it]
  4%|▍         | 1897/46302 [2:00:57<47:10:56,  3.83s/it]
  4%|▍         | 1898/46302 [2:01:01<47:10:21,  3.82s/it]
  4%|▍         | 1899/46302 [2:01:05<47:10:44,  3.83s/it]
  4%|▍         | 1900/46302 [2:01:09<47:11:01,  3.83s/it]
  4%|▍         | 1901/46302 [2:01:13<47:11:12,  3.83s/it]
  4%|▍         | 1902/46302 [2:01:17<47:11:34,  3.83s/it]
  4%|▍         | 1903/46302 [2:01:20<47:11:03,  3.83s/it]
  4%|▍         | 1904/46302 [2:01:24<47:10:01,  3.82s/it]
  4%|▍         | 1905/46302 [2:01:28<47:09:47,  3.82s/it]
  4%|▍         | 1906/46302 [2:01:32<47:09:58,  3.82s/it]
  4%|▍         | 1907/46302 [2:01:36<47:10:41,  3.83s/it]
  4%|▍         | 1908/46302 [2:01:39<47:11:12,  3.83s/it]
  4%|▍         | 1909/46302 [2:01:43<47:11:19,  3.83s/it]
  4%|▍         | 1910/46302 [2:01:47<47:10:52,  3.83s/it]
  4%|▍         | 1911/46302 [2:01:51<47:10:59,  3.83s/it]
  4%|▍         | 1912/46302 [2:01:55<47:10:19,  3.83s/it]
  4%|▍         | 1913/46302 [2:01:59<47:09:40,  3.82s/it]
  4%|▍         | 1914/46302 [2:02:02<47:10:30,  3.83s/it]
  4%|▍         | 1915/46302 [2:02:06<47:10:14,  3.83s/it]
  4%|▍         | 1916/46302 [2:02:10<47:09:31,  3.82s/it]
  4%|▍         | 1917/46302 [2:02:14<47:09:51,  3.83s/it]
  4%|▍         | 1918/46302 [2:02:18<47:08:55,  3.82s/it]
  4%|▍         | 1919/46302 [2:02:22<47:09:27,  3.83s/it]
  4%|▍         | 1920/46302 [2:02:25<47:08:39,  3.82s/it]
  4%|▍         | 1921/46302 [2:02:29<47:08:54,  3.82s/it]
  4%|▍         | 1922/46302 [2:02:33<47:09:36,  3.83s/it]
  4%|▍         | 1923/46302 [2:02:37<47:09:22,  3.83s/it]
  4%|▍         | 1924/46302 [2:02:41<47:09:12,  3.83s/it]
  4%|▍         | 1925/46302 [2:02:45<47:08:35,  3.82s/it]
  4%|▍         | 1926/46302 [2:02:48<47:08:42,  3.82s/it]
  4%|▍         | 1927/46302 [2:02:52<47:07:27,  3.82s/it]
  4%|▍         | 1928/46302 [2:02:56<47:07:08,  3.82s/it]
  4%|▍         | 1929/46302 [2:03:00<47:08:36,  3.82s/it]
  4%|▍         | 1930/46302 [2:03:04<47:08:30,  3.82s/it]
  4%|▍         | 1931/46302 [2:03:07<47:08:56,  3.83s/it]
  4%|▍         | 1932/46302 [2:03:11<47:09:01,  3.83s/it]
  4%|▍         | 1933/46302 [2:03:15<47:08:59,  3.83s/it]
  4%|▍         | 1934/46302 [2:03:19<47:08:50,  3.83s/it]
  4%|▍         | 1935/46302 [2:03:23<47:08:57,  3.83s/it]
  4%|▍         | 1936/46302 [2:03:27<47:08:31,  3.83s/it]
  4%|▍         | 1937/46302 [2:03:30<47:07:36,  3.82s/it]
  4%|▍         | 1938/46302 [2:03:34<47:06:42,  3.82s/it]
  4%|▍         | 1939/46302 [2:03:38<47:06:50,  3.82s/it]
  4%|▍         | 1940/46302 [2:03:42<47:07:20,  3.82s/it]
  4%|▍         | 1941/46302 [2:03:46<47:06:55,  3.82s/it]
  4%|▍         | 1942/46302 [2:03:50<47:06:20,  3.82s/it]
  4%|▍         | 1943/46302 [2:03:53<47:06:14,  3.82s/it]
  4%|▍         | 1944/46302 [2:03:57<47:06:37,  3.82s/it]
  4%|▍         | 1945/46302 [2:04:01<47:07:13,  3.82s/it]
  4%|▍         | 1946/46302 [2:04:05<47:06:04,  3.82s/it]
  4%|▍         | 1947/46302 [2:04:09<47:06:19,  3.82s/it]
  4%|▍         | 1948/46302 [2:04:12<47:05:46,  3.82s/it]
  4%|▍         | 1949/46302 [2:04:16<47:05:17,  3.82s/it]
  4%|▍         | 1950/46302 [2:04:20<47:05:24,  3.82s/it]
  4%|▍         | 1951/46302 [2:04:24<47:05:22,  3.82s/it]
  4%|▍         | 1952/46302 [2:04:28<47:05:29,  3.82s/it]
  4%|▍         | 1953/46302 [2:04:32<47:05:51,  3.82s/it]
  4%|▍         | 1954/46302 [2:04:35<47:05:43,  3.82s/it]
  4%|▍         | 1955/46302 [2:04:39<47:06:37,  3.82s/it]
  4%|▍         | 1956/46302 [2:04:43<47:07:02,  3.82s/it]
  4%|▍         | 1957/46302 [2:04:47<47:06:48,  3.82s/it]
  4%|▍         | 1958/46302 [2:04:51<47:06:26,  3.82s/it]
  4%|▍         | 1959/46302 [2:04:55<47:06:05,  3.82s/it]
  4%|▍         | 1960/46302 [2:04:58<47:06:21,  3.82s/it]
  4%|▍         | 1961/46302 [2:05:02<47:06:35,  3.82s/it]
  4%|▍         | 1962/46302 [2:05:06<47:05:51,  3.82s/it]
  4%|▍         | 1963/46302 [2:05:10<47:06:02,  3.82s/it]
  4%|▍         | 1964/46302 [2:05:14<47:06:20,  3.82s/it]
  4%|▍         | 1965/46302 [2:05:17<47:06:25,  3.82s/it]
  4%|▍         | 1966/46302 [2:05:21<47:05:57,  3.82s/it]
  4%|▍         | 1967/46302 [2:05:25<47:06:15,  3.82s/it]
  4%|▍         | 1968/46302 [2:05:29<47:06:12,  3.82s/it]
  4%|▍         | 1969/46302 [2:05:33<47:06:13,  3.82s/it]
  4%|▍         | 1970/46302 [2:05:37<47:06:05,  3.82s/it]
  4%|▍         | 1971/46302 [2:05:40<47:05:14,  3.82s/it]
  4%|▍         | 1972/46302 [2:05:44<47:05:02,  3.82s/it]
  4%|▍         | 1973/46302 [2:05:48<47:04:56,  3.82s/it]
  4%|▍         | 1974/46302 [2:05:52<47:04:47,  3.82s/it]
  4%|▍         | 1975/46302 [2:05:56<47:05:22,  3.82s/it]
  4%|▍         | 1976/46302 [2:06:00<47:04:20,  3.82s/it]
  4%|▍         | 1977/46302 [2:06:03<47:04:31,  3.82s/it]
  4%|▍         | 1978/46302 [2:06:07<47:05:01,  3.82s/it]
  4%|▍         | 1979/46302 [2:06:11<47:05:14,  3.82s/it]
  4%|▍         | 1980/46302 [2:06:15<47:04:03,  3.82s/it]
  4%|▍         | 1981/46302 [2:06:19<47:05:01,  3.82s/it]
  4%|▍         | 1982/46302 [2:06:22<47:05:02,  3.82s/it]
  4%|▍         | 1983/46302 [2:06:26<47:04:42,  3.82s/it]
  4%|▍         | 1984/46302 [2:06:30<47:04:08,  3.82s/it]
  4%|▍         | 1985/46302 [2:06:34<47:03:34,  3.82s/it]
  4%|▍         | 1986/46302 [2:06:38<47:03:42,  3.82s/it]
  4%|▍         | 1987/46302 [2:06:42<47:05:16,  3.83s/it]
  4%|▍         | 1988/46302 [2:06:45<47:04:59,  3.82s/it]
  4%|▍         | 1989/46302 [2:06:49<47:05:33,  3.83s/it]
  4%|▍         | 1990/46302 [2:06:53<47:04:49,  3.82s/it]
  4%|▍         | 1991/46302 [2:06:57<47:05:12,  3.83s/it]
  4%|▍         | 1992/46302 [2:07:01<47:05:15,  3.83s/it]
  4%|▍         | 1993/46302 [2:07:05<47:05:11,  3.83s/it]
  4%|▍         | 1994/46302 [2:07:08<47:05:18,  3.83s/it]
  4%|▍         | 1995/46302 [2:07:12<47:02:18,  3.82s/it]
  4%|▍         | 1996/46302 [2:07:16<47:01:11,  3.82s/it]
  4%|▍         | 1997/46302 [2:07:20<47:01:39,  3.82s/it]
  4%|▍         | 1998/46302 [2:07:24<47:02:03,  3.82s/it]
  4%|▍         | 1999/46302 [2:07:27<47:02:12,  3.82s/it]
  4%|▍         | 2000/46302 [2:07:31<47:01:27,  3.82s/it]
                                                         
{'loss': 4.0557, 'learning_rate': 0.004889629596927288, 'epoch': 0.04}

  4%|▍         | 2000/46302 [2:07:31<47:01:27,  3.82s/it]
  4%|▍         | 2001/46302 [2:07:35<47:02:59,  3.82s/it]
  4%|▍         | 2002/46302 [2:07:39<47:03:28,  3.82s/it]
  4%|▍         | 2003/46302 [2:07:43<47:03:30,  3.82s/it]
  4%|▍         | 2004/46302 [2:07:47<47:03:44,  3.82s/it]
  4%|▍         | 2005/46302 [2:07:50<47:03:38,  3.82s/it]
  4%|▍         | 2006/46302 [2:07:54<47:03:49,  3.82s/it]
  4%|▍         | 2007/46302 [2:07:58<47:04:34,  3.83s/it]
  4%|▍         | 2008/46302 [2:08:02<47:04:22,  3.83s/it]
  4%|▍         | 2009/46302 [2:08:06<47:03:53,  3.83s/it]
  4%|▍         | 2010/46302 [2:08:10<47:03:40,  3.83s/it]
  4%|▍         | 2011/46302 [2:08:13<47:03:48,  3.83s/it]
  4%|▍         | 2012/46302 [2:08:17<47:03:30,  3.83s/it]
  4%|▍         | 2013/46302 [2:08:21<47:03:30,  3.83s/it]
  4%|▍         | 2014/46302 [2:08:25<47:03:07,  3.82s/it]
  4%|▍         | 2015/46302 [2:08:29<47:03:06,  3.82s/it]
  4%|▍         | 2016/46302 [2:08:33<47:03:09,  3.82s/it]
  4%|▍         | 2017/46302 [2:08:36<47:03:01,  3.82s/it]
  4%|▍         | 2018/46302 [2:08:40<47:03:09,  3.83s/it]
  4%|▍         | 2019/46302 [2:08:44<47:03:49,  3.83s/it]
  4%|▍         | 2020/46302 [2:08:48<47:03:44,  3.83s/it]
  4%|▍         | 2021/46302 [2:08:52<47:02:21,  3.82s/it]
  4%|▍         | 2022/46302 [2:08:55<47:02:34,  3.82s/it]
  4%|▍         | 2023/46302 [2:08:59<47:02:15,  3.82s/it]
  4%|▍         | 2024/46302 [2:09:03<47:02:36,  3.82s/it]
  4%|▍         | 2025/46302 [2:09:07<47:02:36,  3.82s/it]
  4%|▍         | 2026/46302 [2:09:11<47:02:17,  3.82s/it]
  4%|▍         | 2027/46302 [2:09:15<46:59:50,  3.82s/it]
  4%|▍         | 2028/46302 [2:09:18<46:58:27,  3.82s/it]
  4%|▍         | 2029/46302 [2:09:22<46:58:56,  3.82s/it]
  4%|▍         | 2030/46302 [2:09:26<46:59:40,  3.82s/it]
  4%|▍         | 2031/46302 [2:09:30<46:59:02,  3.82s/it]
  4%|▍         | 2032/46302 [2:09:34<46:59:33,  3.82s/it]
  4%|▍         | 2033/46302 [2:09:37<46:58:40,  3.82s/it]
  4%|▍         | 2034/46302 [2:09:41<47:00:01,  3.82s/it]
  4%|▍         | 2035/46302 [2:09:45<47:00:02,  3.82s/it]
  4%|▍         | 2036/46302 [2:09:49<47:01:05,  3.82s/it]
  4%|▍         | 2037/46302 [2:09:53<47:01:23,  3.82s/it]
  4%|▍         | 2038/46302 [2:09:57<47:01:20,  3.82s/it]
  4%|▍         | 2039/46302 [2:10:00<47:01:11,  3.82s/it]
  4%|▍         | 2040/46302 [2:10:04<47:01:43,  3.83s/it]
  4%|▍         | 2041/46302 [2:10:08<47:01:53,  3.83s/it]
  4%|▍         | 2042/46302 [2:10:12<47:02:28,  3.83s/it]
  4%|▍         | 2043/46302 [2:10:16<47:02:52,  3.83s/it]
  4%|▍         | 2044/46302 [2:10:20<47:02:54,  3.83s/it]
  4%|▍         | 2045/46302 [2:10:23<47:02:00,  3.83s/it]
  4%|▍         | 2046/46302 [2:10:27<47:02:00,  3.83s/it]
  4%|▍         | 2047/46302 [2:10:31<47:02:41,  3.83s/it]
  4%|▍         | 2048/46302 [2:10:35<47:01:27,  3.83s/it]
  4%|▍         | 2049/46302 [2:10:39<47:01:15,  3.83s/it]
  4%|▍         | 2050/46302 [2:10:43<47:01:38,  3.83s/it]
  4%|▍         | 2051/46302 [2:10:46<47:01:56,  3.83s/it]
  4%|▍         | 2052/46302 [2:10:50<47:01:25,  3.83s/it]
  4%|▍         | 2053/46302 [2:10:54<47:01:04,  3.83s/it]
  4%|▍         | 2054/46302 [2:10:58<47:01:11,  3.83s/it]
  4%|▍         | 2055/46302 [2:11:02<47:01:24,  3.83s/it]
  4%|▍         | 2056/46302 [2:11:05<47:01:05,  3.83s/it]
  4%|▍         | 2057/46302 [2:11:09<47:01:20,  3.83s/it]
  4%|▍         | 2058/46302 [2:11:13<47:00:32,  3.82s/it]
  4%|▍         | 2059/46302 [2:11:17<47:00:12,  3.82s/it]
  4%|▍         | 2060/46302 [2:11:21<47:00:13,  3.82s/it]
  4%|▍         | 2061/46302 [2:11:25<47:00:10,  3.82s/it]
  4%|▍         | 2062/46302 [2:11:28<46:59:54,  3.82s/it]
  4%|▍         | 2063/46302 [2:11:32<46:57:23,  3.82s/it]
  4%|▍         | 2064/46302 [2:11:36<46:58:02,  3.82s/it]
  4%|▍         | 2065/46302 [2:11:40<46:59:15,  3.82s/it]
  4%|▍         | 2066/46302 [2:11:44<46:59:42,  3.82s/it]
  4%|▍         | 2067/46302 [2:11:48<46:58:51,  3.82s/it]
  4%|▍         | 2068/46302 [2:11:51<46:59:34,  3.82s/it]
  4%|▍         | 2069/46302 [2:11:55<46:59:32,  3.82s/it]
  4%|▍         | 2070/46302 [2:11:59<46:59:52,  3.83s/it]
  4%|▍         | 2071/46302 [2:12:03<46:59:11,  3.82s/it]
  4%|▍         | 2072/46302 [2:12:07<46:59:41,  3.83s/it]
  4%|▍         | 2073/46302 [2:12:10<46:59:41,  3.83s/it]
  4%|▍         | 2074/46302 [2:12:14<46:59:32,  3.83s/it]
  4%|▍         | 2075/46302 [2:12:18<46:58:31,  3.82s/it]
  4%|▍         | 2076/46302 [2:12:22<46:59:03,  3.82s/it]
  4%|▍         | 2077/46302 [2:12:26<46:58:27,  3.82s/it]
  4%|▍         | 2078/46302 [2:12:30<46:58:13,  3.82s/it]
  4%|▍         | 2079/46302 [2:12:33<46:58:18,  3.82s/it]
  4%|▍         | 2080/46302 [2:12:37<46:58:06,  3.82s/it]
  4%|▍         | 2081/46302 [2:12:41<46:58:34,  3.82s/it]
  4%|▍         | 2082/46302 [2:12:45<46:59:07,  3.83s/it]
  4%|▍         | 2083/46302 [2:12:49<46:59:01,  3.83s/it]
  5%|▍         | 2084/46302 [2:12:53<46:58:56,  3.83s/it]
  5%|▍         | 2085/46302 [2:12:56<46:58:27,  3.82s/it]
  5%|▍         | 2086/46302 [2:13:00<46:58:28,  3.82s/it]
  5%|▍         | 2087/46302 [2:13:04<46:58:19,  3.82s/it]
  5%|▍         | 2088/46302 [2:13:08<46:58:57,  3.83s/it]
  5%|▍         | 2089/46302 [2:13:12<46:58:11,  3.82s/it]
  5%|▍         | 2090/46302 [2:13:16<46:57:48,  3.82s/it]
  5%|▍         | 2091/46302 [2:13:19<46:58:04,  3.82s/it]
  5%|▍         | 2092/46302 [2:13:23<46:58:21,  3.82s/it]
  5%|▍         | 2093/46302 [2:13:27<46:57:36,  3.82s/it]
  5%|▍         | 2094/46302 [2:13:31<46:57:26,  3.82s/it]
  5%|▍         | 2095/46302 [2:13:35<46:55:50,  3.82s/it]
  5%|▍         | 2096/46302 [2:13:38<46:57:10,  3.82s/it]
  5%|▍         | 2097/46302 [2:13:42<46:57:47,  3.82s/it]
  5%|▍         | 2098/46302 [2:13:46<46:57:15,  3.82s/it]
  5%|▍         | 2099/46302 [2:13:50<46:57:45,  3.82s/it]
  5%|▍         | 2100/46302 [2:13:54<46:58:13,  3.83s/it]
  5%|▍         | 2101/46302 [2:13:58<46:58:49,  3.83s/it]
  5%|▍         | 2102/46302 [2:14:01<46:58:46,  3.83s/it]
  5%|▍         | 2103/46302 [2:14:05<46:58:38,  3.83s/it]
  5%|▍         | 2104/46302 [2:14:09<46:58:48,  3.83s/it]
  5%|▍         | 2105/46302 [2:14:13<46:58:35,  3.83s/it]
  5%|▍         | 2106/46302 [2:14:17<46:58:49,  3.83s/it]
  5%|▍         | 2107/46302 [2:14:21<46:58:14,  3.83s/it]
  5%|▍         | 2108/46302 [2:14:24<46:58:07,  3.83s/it]
  5%|▍         | 2109/46302 [2:14:28<46:57:24,  3.83s/it]
  5%|▍         | 2110/46302 [2:14:32<46:57:25,  3.83s/it]
  5%|▍         | 2111/46302 [2:14:36<46:57:20,  3.83s/it]
  5%|▍         | 2112/46302 [2:14:40<46:57:37,  3.83s/it]
  5%|▍         | 2113/46302 [2:14:43<46:57:27,  3.83s/it]
  5%|▍         | 2114/46302 [2:14:47<46:57:54,  3.83s/it]
  5%|▍         | 2115/46302 [2:14:51<46:57:34,  3.83s/it]
  5%|▍         | 2116/46302 [2:14:55<46:57:55,  3.83s/it]
  5%|▍         | 2117/46302 [2:14:59<46:57:42,  3.83s/it]
  5%|▍         | 2118/46302 [2:15:03<46:57:37,  3.83s/it]
  5%|▍         | 2119/46302 [2:15:06<46:56:56,  3.83s/it]
  5%|▍         | 2120/46302 [2:15:10<46:57:00,  3.83s/it]
  5%|▍         | 2121/46302 [2:15:14<46:57:14,  3.83s/it]
  5%|▍         | 2122/46302 [2:15:18<46:58:13,  3.83s/it]
  5%|▍         | 2123/46302 [2:15:22<46:57:22,  3.83s/it]
  5%|▍         | 2124/46302 [2:15:26<46:57:19,  3.83s/it]
  5%|▍         | 2125/46302 [2:15:29<46:56:56,  3.83s/it]
  5%|▍         | 2126/46302 [2:15:33<46:58:07,  3.83s/it]
  5%|▍         | 2127/46302 [2:15:37<46:57:50,  3.83s/it]
  5%|▍         | 2128/46302 [2:15:41<46:57:38,  3.83s/it]
  5%|▍         | 2129/46302 [2:15:45<46:57:55,  3.83s/it]
  5%|▍         | 2130/46302 [2:15:49<46:57:58,  3.83s/it]
  5%|▍         | 2131/46302 [2:15:52<46:58:11,  3.83s/it]
  5%|▍         | 2132/46302 [2:15:56<46:57:52,  3.83s/it]
  5%|▍         | 2133/46302 [2:16:00<46:58:13,  3.83s/it]
  5%|▍         | 2134/46302 [2:16:04<46:57:28,  3.83s/it]
  5%|▍         | 2135/46302 [2:16:08<46:57:09,  3.83s/it]
  5%|▍         | 2136/46302 [2:16:12<46:57:03,  3.83s/it]
  5%|▍         | 2137/46302 [2:16:15<46:56:28,  3.83s/it]
  5%|▍         | 2138/46302 [2:16:19<46:56:06,  3.83s/it]
  5%|▍         | 2139/46302 [2:16:23<46:56:46,  3.83s/it]
  5%|▍         | 2140/46302 [2:16:27<46:56:33,  3.83s/it]
  5%|▍         | 2141/46302 [2:16:31<46:56:05,  3.83s/it]
  5%|▍         | 2142/46302 [2:16:34<46:56:46,  3.83s/it]
  5%|▍         | 2143/46302 [2:16:38<46:56:30,  3.83s/it]
  5%|▍         | 2144/46302 [2:16:42<46:57:01,  3.83s/it]
  5%|▍         | 2145/46302 [2:16:46<46:57:13,  3.83s/it]
  5%|▍         | 2146/46302 [2:16:50<46:57:16,  3.83s/it]
  5%|▍         | 2147/46302 [2:16:54<46:56:50,  3.83s/it]
  5%|▍         | 2148/46302 [2:16:57<46:56:32,  3.83s/it]
  5%|▍         | 2149/46302 [2:17:01<46:56:16,  3.83s/it]
  5%|▍         | 2150/46302 [2:17:05<46:55:51,  3.83s/it]
  5%|▍         | 2151/46302 [2:17:09<46:55:59,  3.83s/it]
  5%|▍         | 2152/46302 [2:17:13<46:56:07,  3.83s/it]
  5%|▍         | 2153/46302 [2:17:17<46:55:36,  3.83s/it]
  5%|▍         | 2154/46302 [2:17:20<46:55:24,  3.83s/it]
  5%|▍         | 2155/46302 [2:17:24<46:55:35,  3.83s/it]
  5%|▍         | 2156/46302 [2:17:28<46:55:44,  3.83s/it]
  5%|▍         | 2157/46302 [2:17:32<46:55:47,  3.83s/it]
  5%|▍         | 2158/46302 [2:17:36<46:56:14,  3.83s/it]
  5%|▍         | 2159/46302 [2:17:40<46:55:45,  3.83s/it]
  5%|▍         | 2160/46302 [2:17:43<46:55:56,  3.83s/it]
  5%|▍         | 2161/46302 [2:17:47<46:56:19,  3.83s/it]
  5%|▍         | 2162/46302 [2:17:51<46:56:57,  3.83s/it]
  5%|▍         | 2163/46302 [2:17:55<46:56:00,  3.83s/it]
  5%|▍         | 2164/46302 [2:17:59<46:56:11,  3.83s/it]
  5%|▍         | 2165/46302 [2:18:03<46:55:22,  3.83s/it]
  5%|▍         | 2166/46302 [2:18:06<46:54:56,  3.83s/it]
  5%|▍         | 2167/46302 [2:18:10<46:54:02,  3.83s/it]
  5%|▍         | 2168/46302 [2:18:14<46:53:54,  3.83s/it]
  5%|▍         | 2169/46302 [2:18:18<46:54:12,  3.83s/it]
  5%|▍         | 2170/46302 [2:18:22<46:54:46,  3.83s/it]
  5%|▍         | 2171/46302 [2:18:25<46:54:35,  3.83s/it]
  5%|▍         | 2172/46302 [2:18:29<46:54:08,  3.83s/it]
  5%|▍         | 2173/46302 [2:18:33<46:53:58,  3.83s/it]
  5%|▍         | 2174/46302 [2:18:37<46:53:05,  3.82s/it]
  5%|▍         | 2175/46302 [2:18:41<46:52:29,  3.82s/it]
  5%|▍         | 2176/46302 [2:18:45<46:52:45,  3.82s/it]
  5%|▍         | 2177/46302 [2:18:48<46:51:43,  3.82s/it]
  5%|▍         | 2178/46302 [2:18:52<46:51:50,  3.82s/it]
  5%|▍         | 2179/46302 [2:18:56<46:52:08,  3.82s/it]
  5%|▍         | 2180/46302 [2:19:00<46:52:14,  3.82s/it]
  5%|▍         | 2181/46302 [2:19:04<46:52:12,  3.82s/it]
  5%|▍         | 2182/46302 [2:19:08<46:52:18,  3.82s/it]
  5%|▍         | 2183/46302 [2:19:11<46:52:03,  3.82s/it]
  5%|▍         | 2184/46302 [2:19:15<46:52:43,  3.83s/it]
  5%|▍         | 2185/46302 [2:19:19<46:52:34,  3.83s/it]
  5%|▍         | 2186/46302 [2:19:23<46:52:51,  3.83s/it]
  5%|▍         | 2187/46302 [2:19:27<46:51:59,  3.82s/it]
  5%|▍         | 2188/46302 [2:19:30<46:52:06,  3.82s/it]
  5%|▍         | 2189/46302 [2:19:34<46:52:32,  3.83s/it]
  5%|▍         | 2190/46302 [2:19:38<46:52:17,  3.83s/it]
  5%|▍         | 2191/46302 [2:19:42<46:52:19,  3.83s/it]
  5%|▍         | 2192/46302 [2:19:46<46:53:07,  3.83s/it]
  5%|▍         | 2193/46302 [2:19:50<46:52:25,  3.83s/it]
  5%|▍         | 2194/46302 [2:19:53<46:52:36,  3.83s/it]
  5%|▍         | 2195/46302 [2:19:57<46:53:28,  3.83s/it]
  5%|▍         | 2196/46302 [2:20:01<46:53:23,  3.83s/it]
  5%|▍         | 2197/46302 [2:20:05<46:53:06,  3.83s/it]
  5%|▍         | 2198/46302 [2:20:09<46:53:28,  3.83s/it]
  5%|▍         | 2199/46302 [2:20:13<46:53:22,  3.83s/it]
  5%|▍         | 2200/46302 [2:20:16<46:53:16,  3.83s/it]
  5%|▍         | 2201/46302 [2:20:20<46:53:20,  3.83s/it]
  5%|▍         | 2202/46302 [2:20:24<46:53:47,  3.83s/it]
  5%|▍         | 2203/46302 [2:20:28<46:53:23,  3.83s/it]
  5%|▍         | 2204/46302 [2:20:32<46:52:37,  3.83s/it]
  5%|▍         | 2205/46302 [2:20:36<46:51:29,  3.83s/it]
  5%|▍         | 2206/46302 [2:20:39<46:51:08,  3.83s/it]
  5%|▍         | 2207/46302 [2:20:43<46:50:45,  3.82s/it]
  5%|▍         | 2208/46302 [2:20:47<46:51:33,  3.83s/it]
  5%|▍         | 2209/46302 [2:20:51<46:52:05,  3.83s/it]
  5%|▍         | 2210/46302 [2:20:55<46:52:15,  3.83s/it]
  5%|▍         | 2211/46302 [2:20:58<46:51:41,  3.83s/it]
  5%|▍         | 2212/46302 [2:21:02<46:51:48,  3.83s/it]
  5%|▍         | 2213/46302 [2:21:06<46:52:02,  3.83s/it]
  5%|▍         | 2214/46302 [2:21:10<46:52:10,  3.83s/it]
  5%|▍         | 2215/46302 [2:21:14<46:51:33,  3.83s/it]
  5%|▍         | 2216/46302 [2:21:18<46:52:11,  3.83s/it]
  5%|▍         | 2217/46302 [2:21:21<46:51:53,  3.83s/it]
  5%|▍         | 2218/46302 [2:21:25<46:52:19,  3.83s/it]
  5%|▍         | 2219/46302 [2:21:29<46:51:43,  3.83s/it]
  5%|▍         | 2220/46302 [2:21:33<46:51:23,  3.83s/it]
  5%|▍         | 2221/46302 [2:21:37<46:50:38,  3.83s/it]
  5%|▍         | 2222/46302 [2:21:41<46:51:22,  3.83s/it]
  5%|▍         | 2223/46302 [2:21:44<46:51:17,  3.83s/it]
  5%|▍         | 2224/46302 [2:21:48<46:51:37,  3.83s/it]
  5%|▍         | 2225/46302 [2:21:52<46:52:01,  3.83s/it]
  5%|▍         | 2226/46302 [2:21:56<46:51:35,  3.83s/it]
  5%|▍         | 2227/46302 [2:22:00<46:51:31,  3.83s/it]
  5%|▍         | 2228/46302 [2:22:04<46:50:59,  3.83s/it]
  5%|▍         | 2229/46302 [2:22:07<46:50:57,  3.83s/it]
  5%|▍         | 2230/46302 [2:22:11<46:50:34,  3.83s/it]
  5%|▍         | 2231/46302 [2:22:15<46:50:11,  3.83s/it]
  5%|▍         | 2232/46302 [2:22:19<46:49:08,  3.82s/it]
  5%|▍         | 2233/46302 [2:22:23<46:49:17,  3.82s/it]
  5%|▍         | 2234/46302 [2:22:26<46:49:15,  3.82s/it]
  5%|▍         | 2235/46302 [2:22:30<46:49:13,  3.82s/it]
  5%|▍         | 2236/46302 [2:22:34<46:49:17,  3.83s/it]
  5%|▍         | 2237/46302 [2:22:38<46:49:04,  3.82s/it]
  5%|▍         | 2238/46302 [2:22:42<46:49:44,  3.83s/it]
  5%|▍         | 2239/46302 [2:22:46<46:49:44,  3.83s/it]
  5%|▍         | 2240/46302 [2:22:49<46:50:50,  3.83s/it]
  5%|▍         | 2241/46302 [2:22:53<46:50:11,  3.83s/it]
  5%|▍         | 2242/46302 [2:22:57<46:50:03,  3.83s/it]
  5%|▍         | 2243/46302 [2:23:01<46:49:29,  3.83s/it]
  5%|▍         | 2244/46302 [2:23:05<46:48:52,  3.83s/it]
  5%|▍         | 2245/46302 [2:23:09<46:48:44,  3.83s/it]
  5%|▍         | 2246/46302 [2:23:12<46:49:11,  3.83s/it]
  5%|▍         | 2247/46302 [2:23:16<46:48:28,  3.82s/it]
  5%|▍         | 2248/46302 [2:23:20<46:48:30,  3.83s/it]
  5%|▍         | 2249/46302 [2:23:24<46:48:20,  3.82s/it]
  5%|▍         | 2250/46302 [2:23:28<46:48:22,  3.83s/it]
  5%|▍         | 2251/46302 [2:23:32<46:48:22,  3.83s/it]
  5%|▍         | 2252/46302 [2:23:35<46:48:57,  3.83s/it]
  5%|▍         | 2253/46302 [2:23:39<46:48:51,  3.83s/it]
  5%|▍         | 2254/46302 [2:23:43<46:49:02,  3.83s/it]
  5%|▍         | 2255/46302 [2:23:47<46:48:35,  3.83s/it]
  5%|▍         | 2256/46302 [2:23:51<46:47:55,  3.82s/it]
  5%|▍         | 2257/46302 [2:23:54<46:47:37,  3.82s/it]
  5%|▍         | 2258/46302 [2:23:58<46:47:49,  3.83s/it]
  5%|▍         | 2259/46302 [2:24:02<46:47:46,  3.83s/it]
  5%|▍         | 2260/46302 [2:24:06<46:48:36,  3.83s/it]
  5%|▍         | 2261/46302 [2:24:10<46:48:25,  3.83s/it]
  5%|▍         | 2262/46302 [2:24:14<46:47:21,  3.82s/it]
  5%|▍         | 2263/46302 [2:24:17<46:47:35,  3.83s/it]
  5%|▍         | 2264/46302 [2:24:21<46:46:59,  3.82s/it]
  5%|▍         | 2265/46302 [2:24:25<46:46:05,  3.82s/it]
  5%|▍         | 2266/46302 [2:24:29<46:44:59,  3.82s/it]
  5%|▍         | 2267/46302 [2:24:33<46:45:08,  3.82s/it]
  5%|▍         | 2268/46302 [2:24:37<46:44:34,  3.82s/it]
  5%|▍         | 2269/46302 [2:24:40<46:44:12,  3.82s/it]
  5%|▍         | 2270/46302 [2:24:44<46:44:25,  3.82s/it]
  5%|▍         | 2271/46302 [2:24:48<46:44:35,  3.82s/it]
  5%|▍         | 2272/46302 [2:24:52<46:43:26,  3.82s/it]
  5%|▍         | 2273/46302 [2:24:56<46:44:04,  3.82s/it]
  5%|▍         | 2274/46302 [2:24:59<46:43:55,  3.82s/it]
  5%|▍         | 2275/46302 [2:25:03<46:44:31,  3.82s/it]
  5%|▍         | 2276/46302 [2:25:07<46:44:00,  3.82s/it]
  5%|▍         | 2277/46302 [2:25:11<46:44:36,  3.82s/it]
  5%|▍         | 2278/46302 [2:25:15<46:43:51,  3.82s/it]
  5%|▍         | 2279/46302 [2:25:19<46:44:16,  3.82s/it]
  5%|▍         | 2280/46302 [2:25:22<46:43:28,  3.82s/it]
  5%|▍         | 2281/46302 [2:25:26<46:43:17,  3.82s/it]
  5%|▍         | 2282/46302 [2:25:30<46:43:15,  3.82s/it]
  5%|▍         | 2283/46302 [2:25:34<46:42:23,  3.82s/it]
  5%|▍         | 2284/46302 [2:25:38<46:42:58,  3.82s/it]
  5%|▍         | 2285/46302 [2:25:42<46:43:14,  3.82s/it]
  5%|▍         | 2286/46302 [2:25:45<46:42:13,  3.82s/it]
  5%|▍         | 2287/46302 [2:25:49<46:42:48,  3.82s/it]
  5%|▍         | 2288/46302 [2:25:53<46:42:50,  3.82s/it]
  5%|▍         | 2289/46302 [2:25:57<46:42:13,  3.82s/it]
  5%|▍         | 2290/46302 [2:26:01<46:42:35,  3.82s/it]
  5%|▍         | 2291/46302 [2:26:04<46:42:38,  3.82s/it]
  5%|▍         | 2292/46302 [2:26:08<46:42:54,  3.82s/it]
  5%|▍         | 2293/46302 [2:26:12<46:42:51,  3.82s/it]
  5%|▍         | 2294/46302 [2:26:16<46:43:15,  3.82s/it]
  5%|▍         | 2295/46302 [2:26:20<46:41:43,  3.82s/it]
  5%|▍         | 2296/46302 [2:26:24<46:42:11,  3.82s/it]
  5%|▍         | 2297/46302 [2:26:27<46:41:11,  3.82s/it]
  5%|▍         | 2298/46302 [2:26:31<46:40:51,  3.82s/it]
  5%|▍         | 2299/46302 [2:26:35<46:39:42,  3.82s/it]
  5%|▍         | 2300/46302 [2:26:39<46:40:30,  3.82s/it]
  5%|▍         | 2301/46302 [2:26:43<46:40:32,  3.82s/it]
  5%|▍         | 2302/46302 [2:26:46<46:41:24,  3.82s/it]
  5%|▍         | 2303/46302 [2:26:50<46:41:30,  3.82s/it]
  5%|▍         | 2304/46302 [2:26:54<46:41:08,  3.82s/it]
  5%|▍         | 2305/46302 [2:26:58<46:41:21,  3.82s/it]
  5%|▍         | 2306/46302 [2:27:02<46:41:55,  3.82s/it]
  5%|▍         | 2307/46302 [2:27:06<46:42:13,  3.82s/it]
  5%|▍         | 2308/46302 [2:27:09<46:42:15,  3.82s/it]
  5%|▍         | 2309/46302 [2:27:13<46:42:03,  3.82s/it]
  5%|▍         | 2310/46302 [2:27:17<46:41:02,  3.82s/it]
  5%|▍         | 2311/46302 [2:27:21<46:40:43,  3.82s/it]
  5%|▍         | 2312/46302 [2:27:25<46:40:51,  3.82s/it]
  5%|▍         | 2313/46302 [2:27:28<46:41:16,  3.82s/it]
  5%|▍         | 2314/46302 [2:27:32<46:41:35,  3.82s/it]
  5%|▍         | 2315/46302 [2:27:36<46:41:26,  3.82s/it]
  5%|▌         | 2316/46302 [2:27:40<46:40:59,  3.82s/it]
  5%|▌         | 2317/46302 [2:27:44<46:41:09,  3.82s/it]
  5%|▌         | 2318/46302 [2:27:48<46:41:03,  3.82s/it]
  5%|▌         | 2319/46302 [2:27:51<46:40:36,  3.82s/it]
  5%|▌         | 2320/46302 [2:27:55<46:40:50,  3.82s/it]
  5%|▌         | 2321/46302 [2:27:59<46:40:35,  3.82s/it]
  5%|▌         | 2322/46302 [2:28:03<46:40:38,  3.82s/it]
  5%|▌         | 2323/46302 [2:28:07<46:40:23,  3.82s/it]
  5%|▌         | 2324/46302 [2:28:10<46:39:28,  3.82s/it]
  5%|▌         | 2325/46302 [2:28:14<46:38:36,  3.82s/it]
  5%|▌         | 2326/46302 [2:28:18<46:38:45,  3.82s/it]
  5%|▌         | 2327/46302 [2:28:22<46:39:22,  3.82s/it]
  5%|▌         | 2328/46302 [2:28:26<46:39:09,  3.82s/it]
  5%|▌         | 2329/46302 [2:28:30<46:38:43,  3.82s/it]
  5%|▌         | 2330/46302 [2:28:33<46:38:54,  3.82s/it]
  5%|▌         | 2331/46302 [2:28:37<46:39:46,  3.82s/it]
  5%|▌         | 2332/46302 [2:28:41<46:39:13,  3.82s/it]
  5%|▌         | 2333/46302 [2:28:45<46:39:40,  3.82s/it]
  5%|▌         | 2334/46302 [2:28:49<46:40:06,  3.82s/it]
  5%|▌         | 2335/46302 [2:28:53<46:40:11,  3.82s/it]
  5%|▌         | 2336/46302 [2:28:56<46:40:06,  3.82s/it]
  5%|▌         | 2337/46302 [2:29:00<46:39:59,  3.82s/it]
  5%|▌         | 2338/46302 [2:29:04<46:38:40,  3.82s/it]
  5%|▌         | 2339/46302 [2:29:08<46:38:43,  3.82s/it]
  5%|▌         | 2340/46302 [2:29:12<46:38:41,  3.82s/it]
  5%|▌         | 2341/46302 [2:29:15<46:37:57,  3.82s/it]
  5%|▌         | 2342/46302 [2:29:19<46:38:34,  3.82s/it]
  5%|▌         | 2343/46302 [2:29:23<46:38:39,  3.82s/it]
  5%|▌         | 2344/46302 [2:29:27<46:38:47,  3.82s/it]
  5%|▌         | 2345/46302 [2:29:31<46:37:54,  3.82s/it]
  5%|▌         | 2346/46302 [2:29:35<46:37:06,  3.82s/it]
  5%|▌         | 2347/46302 [2:29:38<46:37:37,  3.82s/it]
  5%|▌         | 2348/46302 [2:29:42<46:38:10,  3.82s/it]
  5%|▌         | 2349/46302 [2:29:46<46:37:28,  3.82s/it]
  5%|▌         | 2350/46302 [2:29:50<46:37:57,  3.82s/it]
  5%|▌         | 2351/46302 [2:29:54<46:37:22,  3.82s/it]
  5%|▌         | 2352/46302 [2:29:57<46:37:55,  3.82s/it]
  5%|▌         | 2353/46302 [2:30:01<46:38:01,  3.82s/it]
  5%|▌         | 2354/46302 [2:30:05<46:37:41,  3.82s/it]
  5%|▌         | 2355/46302 [2:30:09<46:36:37,  3.82s/it]
  5%|▌         | 2356/46302 [2:30:13<46:36:13,  3.82s/it]
  5%|▌         | 2357/46302 [2:30:17<46:37:20,  3.82s/it]
  5%|▌         | 2358/46302 [2:30:20<46:38:16,  3.82s/it]
  5%|▌         | 2359/46302 [2:30:24<46:38:38,  3.82s/it]
  5%|▌         | 2360/46302 [2:30:28<46:37:41,  3.82s/it]
  5%|▌         | 2361/46302 [2:30:32<46:37:30,  3.82s/it]
  5%|▌         | 2362/46302 [2:30:36<46:36:48,  3.82s/it]
  5%|▌         | 2363/46302 [2:30:39<46:37:04,  3.82s/it]
  5%|▌         | 2364/46302 [2:30:43<46:37:29,  3.82s/it]
  5%|▌         | 2365/46302 [2:30:47<46:38:50,  3.82s/it]
  5%|▌         | 2366/46302 [2:30:51<46:39:24,  3.82s/it]
  5%|▌         | 2367/46302 [2:30:55<46:38:19,  3.82s/it]
  5%|▌         | 2368/46302 [2:30:59<46:38:48,  3.82s/it]
  5%|▌         | 2369/46302 [2:31:02<46:40:03,  3.82s/it]
  5%|▌         | 2370/46302 [2:31:06<46:39:18,  3.82s/it]
  5%|▌         | 2371/46302 [2:31:10<46:39:02,  3.82s/it]
  5%|▌         | 2372/46302 [2:31:14<46:39:23,  3.82s/it]
  5%|▌         | 2373/46302 [2:31:18<46:39:38,  3.82s/it]
  5%|▌         | 2374/46302 [2:31:22<46:40:13,  3.82s/it]
  5%|▌         | 2375/46302 [2:31:25<46:40:15,  3.82s/it]
  5%|▌         | 2376/46302 [2:31:29<46:40:51,  3.83s/it]
  5%|▌         | 2377/46302 [2:31:33<46:41:04,  3.83s/it]
  5%|▌         | 2378/46302 [2:31:37<46:40:45,  3.83s/it]
  5%|▌         | 2379/46302 [2:31:41<46:39:28,  3.82s/it]
  5%|▌         | 2380/46302 [2:31:44<46:39:27,  3.82s/it]
  5%|▌         | 2381/46302 [2:31:48<46:40:27,  3.83s/it]
  5%|▌         | 2382/46302 [2:31:52<46:40:42,  3.83s/it]
  5%|▌         | 2383/46302 [2:31:56<46:40:42,  3.83s/it]
  5%|▌         | 2384/46302 [2:32:00<46:40:30,  3.83s/it]
  5%|▌         | 2385/46302 [2:32:04<46:40:16,  3.83s/it]
  5%|▌         | 2386/46302 [2:32:07<46:40:16,  3.83s/it]
  5%|▌         | 2387/46302 [2:32:11<46:39:58,  3.83s/it]
  5%|▌         | 2388/46302 [2:32:15<46:39:36,  3.83s/it]
  5%|▌         | 2389/46302 [2:32:19<46:39:23,  3.82s/it]
  5%|▌         | 2390/46302 [2:32:23<46:39:26,  3.83s/it]
  5%|▌         | 2391/46302 [2:32:27<46:39:16,  3.82s/it]
  5%|▌         | 2392/46302 [2:32:30<46:39:44,  3.83s/it]
  5%|▌         | 2393/46302 [2:32:34<46:40:00,  3.83s/it]
  5%|▌         | 2394/46302 [2:32:38<46:39:27,  3.83s/it]
  5%|▌         | 2395/46302 [2:32:42<46:39:14,  3.83s/it]
  5%|▌         | 2396/46302 [2:32:46<46:38:39,  3.82s/it]
  5%|▌         | 2397/46302 [2:32:50<46:38:42,  3.82s/it]
  5%|▌         | 2398/46302 [2:32:53<46:39:45,  3.83s/it]
  5%|▌         | 2399/46302 [2:32:57<46:39:44,  3.83s/it]
  5%|▌         | 2400/46302 [2:33:01<46:39:39,  3.83s/it]
  5%|▌         | 2401/46302 [2:33:05<46:39:13,  3.83s/it]
  5%|▌         | 2402/46302 [2:33:09<46:39:41,  3.83s/it]
  5%|▌         | 2403/46302 [2:33:12<46:40:04,  3.83s/it]
  5%|▌         | 2404/46302 [2:33:16<46:40:03,  3.83s/it]
  5%|▌         | 2405/46302 [2:33:20<46:39:27,  3.83s/it]
  5%|▌         | 2406/46302 [2:33:24<46:39:00,  3.83s/it]
  5%|▌         | 2407/46302 [2:33:28<46:38:59,  3.83s/it]
  5%|▌         | 2408/46302 [2:33:32<46:38:41,  3.83s/it]
  5%|▌         | 2409/46302 [2:33:35<46:38:26,  3.83s/it]
  5%|▌         | 2410/46302 [2:33:39<46:38:48,  3.83s/it]
  5%|▌         | 2411/46302 [2:33:43<46:38:40,  3.83s/it]
  5%|▌         | 2412/46302 [2:33:47<46:38:21,  3.83s/it]
  5%|▌         | 2413/46302 [2:33:51<46:37:52,  3.82s/it]
  5%|▌         | 2414/46302 [2:33:55<46:37:10,  3.82s/it]
  5%|▌         | 2415/46302 [2:33:58<46:37:12,  3.82s/it]
  5%|▌         | 2416/46302 [2:34:02<46:37:48,  3.83s/it]
  5%|▌         | 2417/46302 [2:34:06<46:37:16,  3.82s/it]
  5%|▌         | 2418/46302 [2:34:10<46:37:38,  3.83s/it]
  5%|▌         | 2419/46302 [2:34:14<46:37:21,  3.82s/it]
  5%|▌         | 2420/46302 [2:34:17<46:37:28,  3.82s/it]
  5%|▌         | 2421/46302 [2:34:21<46:37:32,  3.83s/it]
  5%|▌         | 2422/46302 [2:34:25<46:37:34,  3.83s/it]
  5%|▌         | 2423/46302 [2:34:29<46:37:26,  3.83s/it]
  5%|▌         | 2424/46302 [2:34:33<46:37:55,  3.83s/it]
  5%|▌         | 2425/46302 [2:34:37<46:37:26,  3.83s/it]
  5%|▌         | 2426/46302 [2:34:40<46:37:07,  3.83s/it]
  5%|▌         | 2427/46302 [2:34:44<46:36:12,  3.82s/it]
  5%|▌         | 2428/46302 [2:34:48<46:36:39,  3.82s/it]
  5%|▌         | 2429/46302 [2:34:52<46:37:23,  3.83s/it]
  5%|▌         | 2430/46302 [2:34:56<46:37:45,  3.83s/it]
  5%|▌         | 2431/46302 [2:35:00<46:37:36,  3.83s/it]
  5%|▌         | 2432/46302 [2:35:03<46:37:46,  3.83s/it]
  5%|▌         | 2433/46302 [2:35:07<46:37:38,  3.83s/it]
  5%|▌         | 2434/46302 [2:35:11<46:37:39,  3.83s/it]
  5%|▌         | 2435/46302 [2:35:15<46:37:25,  3.83s/it]
  5%|▌         | 2436/46302 [2:35:19<46:36:45,  3.83s/it]
  5%|▌         | 2437/46302 [2:35:23<46:37:17,  3.83s/it]
  5%|▌         | 2438/46302 [2:35:26<46:37:56,  3.83s/it]
  5%|▌         | 2439/46302 [2:35:30<46:37:33,  3.83s/it]
  5%|▌         | 2440/46302 [2:35:34<46:36:58,  3.83s/it]
  5%|▌         | 2441/46302 [2:35:38<46:36:36,  3.83s/it]
  5%|▌         | 2442/46302 [2:35:42<46:36:54,  3.83s/it]
  5%|▌         | 2443/46302 [2:35:45<46:36:36,  3.83s/it]
  5%|▌         | 2444/46302 [2:35:49<46:36:30,  3.83s/it]
  5%|▌         | 2445/46302 [2:35:53<46:36:04,  3.83s/it]
  5%|▌         | 2446/46302 [2:35:57<46:35:18,  3.82s/it]
  5%|▌         | 2447/46302 [2:36:01<46:35:43,  3.82s/it]
  5%|▌         | 2448/46302 [2:36:05<46:36:45,  3.83s/it]
  5%|▌         | 2449/46302 [2:36:08<46:36:33,  3.83s/it]
  5%|▌         | 2450/46302 [2:36:12<46:37:02,  3.83s/it]
  5%|▌         | 2451/46302 [2:36:16<46:36:47,  3.83s/it]
  5%|▌         | 2452/46302 [2:36:20<46:36:39,  3.83s/it]
  5%|▌         | 2453/46302 [2:36:24<46:36:14,  3.83s/it]
  5%|▌         | 2454/46302 [2:36:28<46:35:34,  3.83s/it]
  5%|▌         | 2455/46302 [2:36:31<46:35:08,  3.82s/it]
  5%|▌         | 2456/46302 [2:36:35<46:34:59,  3.82s/it]
  5%|▌         | 2457/46302 [2:36:39<46:35:26,  3.83s/it]
  5%|▌         | 2458/46302 [2:36:43<46:35:44,  3.83s/it]
  5%|▌         | 2459/46302 [2:36:47<46:36:16,  3.83s/it]
  5%|▌         | 2460/46302 [2:36:51<46:35:06,  3.83s/it]
  5%|▌         | 2461/46302 [2:36:54<46:36:07,  3.83s/it]
  5%|▌         | 2462/46302 [2:36:58<46:36:32,  3.83s/it]
  5%|▌         | 2463/46302 [2:37:02<46:35:49,  3.83s/it]
  5%|▌         | 2464/46302 [2:37:06<46:35:43,  3.83s/it]
  5%|▌         | 2465/46302 [2:37:10<46:35:32,  3.83s/it]
  5%|▌         | 2466/46302 [2:37:13<46:36:02,  3.83s/it]
  5%|▌         | 2467/46302 [2:37:17<46:35:14,  3.83s/it]
  5%|▌         | 2468/46302 [2:37:21<46:35:23,  3.83s/it]
  5%|▌         | 2469/46302 [2:37:25<46:35:08,  3.83s/it]
  5%|▌         | 2470/46302 [2:37:29<46:34:34,  3.83s/it]
  5%|▌         | 2471/46302 [2:37:33<46:34:44,  3.83s/it]
  5%|▌         | 2472/46302 [2:37:36<46:33:22,  3.82s/it]
  5%|▌         | 2473/46302 [2:37:40<46:33:32,  3.82s/it]
  5%|▌         | 2474/46302 [2:37:44<46:33:51,  3.82s/it]
  5%|▌         | 2475/46302 [2:37:48<46:34:07,  3.83s/it]
  5%|▌         | 2476/46302 [2:37:52<46:33:33,  3.82s/it]
  5%|▌         | 2477/46302 [2:37:56<46:33:00,  3.82s/it]
  5%|▌         | 2478/46302 [2:37:59<46:33:32,  3.82s/it]
  5%|▌         | 2479/46302 [2:38:03<46:33:56,  3.83s/it]
  5%|▌         | 2480/46302 [2:38:07<46:34:12,  3.83s/it]
  5%|▌         | 2481/46302 [2:38:11<46:33:52,  3.83s/it]
  5%|▌         | 2482/46302 [2:38:15<46:33:33,  3.83s/it]
  5%|▌         | 2483/46302 [2:38:19<46:33:19,  3.82s/it]
  5%|▌         | 2484/46302 [2:38:22<46:33:38,  3.83s/it]
  5%|▌         | 2485/46302 [2:38:26<46:33:36,  3.83s/it]
  5%|▌         | 2486/46302 [2:38:30<46:33:07,  3.82s/it]
  5%|▌         | 2487/46302 [2:38:34<46:32:40,  3.82s/it]
  5%|▌         | 2488/46302 [2:38:38<46:32:26,  3.82s/it]
  5%|▌         | 2489/46302 [2:38:41<46:32:12,  3.82s/it]
  5%|▌         | 2490/46302 [2:38:45<46:32:47,  3.82s/it]
  5%|▌         | 2491/46302 [2:38:49<46:33:21,  3.83s/it]
  5%|▌         | 2492/46302 [2:38:53<46:33:39,  3.83s/it]
  5%|▌         | 2493/46302 [2:38:57<46:33:22,  3.83s/it]
  5%|▌         | 2494/46302 [2:39:01<46:34:05,  3.83s/it]
  5%|▌         | 2495/46302 [2:39:04<46:33:35,  3.83s/it]
  5%|▌         | 2496/46302 [2:39:08<46:32:53,  3.83s/it]
  5%|▌         | 2497/46302 [2:39:12<46:33:26,  3.83s/it]
  5%|▌         | 2498/46302 [2:39:16<46:34:03,  3.83s/it]
  5%|▌         | 2499/46302 [2:39:20<46:33:43,  3.83s/it]
  5%|▌         | 2500/46302 [2:39:24<46:33:26,  3.83s/it]
                                                         
{'loss': 3.9101, 'learning_rate': 0.004834444395390932, 'epoch': 0.05}

  5%|▌         | 2500/46302 [2:39:24<46:33:26,  3.83s/it]
  5%|▌         | 2501/46302 [2:39:27<46:33:50,  3.83s/it]
  5%|▌         | 2502/46302 [2:39:31<46:33:43,  3.83s/it]
  5%|▌         | 2503/46302 [2:39:35<46:33:34,  3.83s/it]
  5%|▌         | 2504/46302 [2:39:39<46:33:35,  3.83s/it]
  5%|▌         | 2505/46302 [2:39:43<46:33:36,  3.83s/it]
  5%|▌         | 2506/46302 [2:39:47<46:33:03,  3.83s/it]
  5%|▌         | 2507/46302 [2:39:50<46:32:36,  3.83s/it]
  5%|▌         | 2508/46302 [2:39:54<46:31:54,  3.83s/it]
  5%|▌         | 2509/46302 [2:39:58<46:32:12,  3.83s/it]
  5%|▌         | 2510/46302 [2:40:02<46:32:00,  3.83s/it]
  5%|▌         | 2511/46302 [2:40:06<46:32:11,  3.83s/it]
  5%|▌         | 2512/46302 [2:40:09<46:31:18,  3.82s/it]
  5%|▌         | 2513/46302 [2:40:13<46:31:23,  3.82s/it]
  5%|▌         | 2514/46302 [2:40:17<46:31:05,  3.82s/it]
  5%|▌         | 2515/46302 [2:40:21<46:30:34,  3.82s/it]
  5%|▌         | 2516/46302 [2:40:25<46:31:06,  3.82s/it]
  5%|▌         | 2517/46302 [2:40:29<46:31:11,  3.82s/it]
  5%|▌         | 2518/46302 [2:40:32<46:31:29,  3.83s/it]
  5%|▌         | 2519/46302 [2:40:36<46:31:44,  3.83s/it]
  5%|▌         | 2520/46302 [2:40:40<46:31:41,  3.83s/it]
  5%|▌         | 2521/46302 [2:40:44<46:29:34,  3.82s/it]
  5%|▌         | 2522/46302 [2:40:48<46:30:17,  3.82s/it]
  5%|▌         | 2523/46302 [2:40:52<46:30:53,  3.82s/it]
  5%|▌         | 2524/46302 [2:40:55<46:30:39,  3.82s/it]
  5%|▌         | 2525/46302 [2:40:59<46:30:33,  3.82s/it]
  5%|▌         | 2526/46302 [2:41:03<46:29:54,  3.82s/it]
  5%|▌         | 2527/46302 [2:41:07<46:28:53,  3.82s/it]
  5%|▌         | 2528/46302 [2:41:11<46:30:19,  3.82s/it]
  5%|▌         | 2529/46302 [2:41:14<46:29:43,  3.82s/it]
  5%|▌         | 2530/46302 [2:41:18<46:30:16,  3.82s/it]
  5%|▌         | 2531/46302 [2:41:22<46:30:35,  3.83s/it]
  5%|▌         | 2532/46302 [2:41:26<46:30:13,  3.82s/it]
  5%|▌         | 2533/46302 [2:41:30<46:30:25,  3.83s/it]
  5%|▌         | 2534/46302 [2:41:34<46:30:39,  3.83s/it]
  5%|▌         | 2535/46302 [2:41:37<46:30:57,  3.83s/it]
  5%|▌         | 2536/46302 [2:41:41<46:31:05,  3.83s/it]
  5%|▌         | 2537/46302 [2:41:45<46:31:18,  3.83s/it]
  5%|▌         | 2538/46302 [2:41:49<46:31:00,  3.83s/it]
  5%|▌         | 2539/46302 [2:41:53<46:30:25,  3.83s/it]
  5%|▌         | 2540/46302 [2:41:57<46:29:52,  3.83s/it]
  5%|▌         | 2541/46302 [2:42:00<46:30:52,  3.83s/it]
  5%|▌         | 2542/46302 [2:42:04<46:30:43,  3.83s/it]
  5%|▌         | 2543/46302 [2:42:08<46:30:08,  3.83s/it]
  5%|▌         | 2544/46302 [2:42:12<46:30:22,  3.83s/it]
  5%|▌         | 2545/46302 [2:42:16<46:30:58,  3.83s/it]
  5%|▌         | 2546/46302 [2:42:20<46:30:30,  3.83s/it]
  6%|▌         | 2547/46302 [2:42:23<46:29:20,  3.82s/it]
  6%|▌         | 2548/46302 [2:42:27<46:28:41,  3.82s/it]
  6%|▌         | 2549/46302 [2:42:31<46:28:55,  3.82s/it]
  6%|▌         | 2550/46302 [2:42:35<46:29:13,  3.83s/it]
  6%|▌         | 2551/46302 [2:42:39<46:28:34,  3.82s/it]
  6%|▌         | 2552/46302 [2:42:42<46:29:10,  3.83s/it]
  6%|▌         | 2553/46302 [2:42:46<46:29:05,  3.83s/it]
  6%|▌         | 2554/46302 [2:42:50<46:29:09,  3.83s/it]
  6%|▌         | 2555/46302 [2:42:54<46:29:50,  3.83s/it]
  6%|▌         | 2556/46302 [2:42:58<46:30:03,  3.83s/it]
  6%|▌         | 2557/46302 [2:43:02<46:29:20,  3.83s/it]
  6%|▌         | 2558/46302 [2:43:05<46:29:49,  3.83s/it]
  6%|▌         | 2559/46302 [2:43:09<46:29:38,  3.83s/it]
  6%|▌         | 2560/46302 [2:43:13<46:29:39,  3.83s/it]
  6%|▌         | 2561/46302 [2:43:17<46:30:24,  3.83s/it]
  6%|▌         | 2562/46302 [2:43:21<46:29:49,  3.83s/it]
  6%|▌         | 2563/46302 [2:43:25<46:28:43,  3.83s/it]
  6%|▌         | 2564/46302 [2:43:28<46:28:34,  3.83s/it]
  6%|▌         | 2565/46302 [2:43:32<46:29:23,  3.83s/it]
  6%|▌         | 2566/46302 [2:43:36<46:29:14,  3.83s/it]
  6%|▌         | 2567/46302 [2:43:40<46:29:48,  3.83s/it]
  6%|▌         | 2568/46302 [2:43:44<46:29:06,  3.83s/it]
  6%|▌         | 2569/46302 [2:43:48<46:28:40,  3.83s/it]
  6%|▌         | 2570/46302 [2:43:51<46:27:25,  3.82s/it]
  6%|▌         | 2571/46302 [2:43:55<46:27:32,  3.82s/it]
  6%|▌         | 2572/46302 [2:43:59<46:28:27,  3.83s/it]
  6%|▌         | 2573/46302 [2:44:03<46:28:29,  3.83s/it]
  6%|▌         | 2574/46302 [2:44:07<46:28:47,  3.83s/it]
  6%|▌         | 2575/46302 [2:44:10<46:28:19,  3.83s/it]
  6%|▌         | 2576/46302 [2:44:14<46:27:40,  3.83s/it]
  6%|▌         | 2577/46302 [2:44:18<46:28:05,  3.83s/it]
  6%|▌         | 2578/46302 [2:44:22<46:28:49,  3.83s/it]
  6%|▌         | 2579/46302 [2:44:26<46:29:04,  3.83s/it]
  6%|▌         | 2580/46302 [2:44:30<46:28:32,  3.83s/it]
  6%|▌         | 2581/46302 [2:44:33<46:28:20,  3.83s/it]
  6%|▌         | 2582/46302 [2:44:37<46:28:07,  3.83s/it]
  6%|▌         | 2583/46302 [2:44:41<46:28:36,  3.83s/it]
  6%|▌         | 2584/46302 [2:44:45<46:27:36,  3.83s/it]
  6%|▌         | 2585/46302 [2:44:49<46:27:36,  3.83s/it]
  6%|▌         | 2586/46302 [2:44:53<46:27:38,  3.83s/it]
  6%|▌         | 2587/46302 [2:44:56<46:27:37,  3.83s/it]
  6%|▌         | 2588/46302 [2:45:00<46:27:18,  3.83s/it]
  6%|▌         | 2589/46302 [2:45:04<46:27:42,  3.83s/it]
  6%|▌         | 2590/46302 [2:45:08<46:27:30,  3.83s/it]
  6%|▌         | 2591/46302 [2:45:12<46:27:04,  3.83s/it]
  6%|▌         | 2592/46302 [2:45:16<46:26:55,  3.83s/it]
  6%|▌         | 2593/46302 [2:45:19<46:27:16,  3.83s/it]
  6%|▌         | 2594/46302 [2:45:23<46:26:11,  3.82s/it]
  6%|▌         | 2595/46302 [2:45:27<46:26:43,  3.83s/it]
  6%|▌         | 2596/46302 [2:45:31<46:24:54,  3.82s/it]
  6%|▌         | 2597/46302 [2:45:35<46:25:09,  3.82s/it]
  6%|▌         | 2598/46302 [2:45:38<46:26:27,  3.83s/it]
  6%|▌         | 2599/46302 [2:45:42<46:26:27,  3.83s/it]
  6%|▌         | 2600/46302 [2:45:46<46:25:39,  3.82s/it]
  6%|▌         | 2601/46302 [2:45:50<46:26:30,  3.83s/it]
  6%|▌         | 2602/46302 [2:45:54<46:24:12,  3.82s/it]
  6%|▌         | 2603/46302 [2:45:58<46:24:53,  3.82s/it]
  6%|▌         | 2604/46302 [2:46:01<46:25:15,  3.82s/it]
  6%|▌         | 2605/46302 [2:46:05<46:23:18,  3.82s/it]
  6%|▌         | 2606/46302 [2:46:09<46:24:08,  3.82s/it]
  6%|▌         | 2607/46302 [2:46:13<46:24:54,  3.82s/it]
  6%|▌         | 2608/46302 [2:46:17<46:25:31,  3.83s/it]
  6%|▌         | 2609/46302 [2:46:21<46:26:12,  3.83s/it]
  6%|▌         | 2610/46302 [2:46:24<46:25:30,  3.83s/it]
  6%|▌         | 2611/46302 [2:46:28<46:25:12,  3.82s/it]
  6%|▌         | 2612/46302 [2:46:32<46:25:22,  3.83s/it]
  6%|▌         | 2613/46302 [2:46:36<46:25:34,  3.83s/it]
  6%|▌         | 2614/46302 [2:46:40<46:25:25,  3.83s/it]
  6%|▌         | 2615/46302 [2:46:43<46:24:19,  3.82s/it]
  6%|▌         | 2616/46302 [2:46:47<46:23:36,  3.82s/it]
  6%|▌         | 2617/46302 [2:46:51<46:24:41,  3.82s/it]
  6%|▌         | 2618/46302 [2:46:55<46:25:20,  3.83s/it]
  6%|▌         | 2619/46302 [2:46:59<46:25:58,  3.83s/it]
  6%|▌         | 2620/46302 [2:47:03<46:26:12,  3.83s/it]
  6%|▌         | 2621/46302 [2:47:06<46:25:36,  3.83s/it]
  6%|▌         | 2622/46302 [2:47:10<46:25:09,  3.83s/it]
  6%|▌         | 2623/46302 [2:47:14<46:24:37,  3.83s/it]
  6%|▌         | 2624/46302 [2:47:18<46:24:45,  3.83s/it]
  6%|▌         | 2625/46302 [2:47:22<46:24:42,  3.83s/it]
  6%|▌         | 2626/46302 [2:47:26<46:24:31,  3.83s/it]
  6%|▌         | 2627/46302 [2:47:29<46:24:23,  3.83s/it]
  6%|▌         | 2628/46302 [2:47:33<46:24:43,  3.83s/it]
  6%|▌         | 2629/46302 [2:47:37<46:24:25,  3.83s/it]
  6%|▌         | 2630/46302 [2:47:41<46:24:45,  3.83s/it]
  6%|▌         | 2631/46302 [2:47:45<46:24:37,  3.83s/it]
  6%|▌         | 2632/46302 [2:47:49<46:23:46,  3.82s/it]
  6%|▌         | 2633/46302 [2:47:52<46:24:04,  3.83s/it]
  6%|▌         | 2634/46302 [2:47:56<46:23:55,  3.83s/it]
  6%|▌         | 2635/46302 [2:48:00<46:24:33,  3.83s/it]
  6%|▌         | 2636/46302 [2:48:04<46:23:34,  3.82s/it]
  6%|▌         | 2637/46302 [2:48:08<46:23:05,  3.82s/it]
  6%|▌         | 2638/46302 [2:48:11<46:24:10,  3.83s/it]
  6%|▌         | 2639/46302 [2:48:15<46:23:47,  3.83s/it]
  6%|▌         | 2640/46302 [2:48:19<46:23:19,  3.82s/it]
  6%|▌         | 2641/46302 [2:48:23<46:24:38,  3.83s/it]
  6%|▌         | 2642/46302 [2:48:27<46:24:10,  3.83s/it]
  6%|▌         | 2643/46302 [2:48:31<46:21:54,  3.82s/it]
  6%|▌         | 2644/46302 [2:48:34<46:21:53,  3.82s/it]
  6%|▌         | 2645/46302 [2:48:38<46:22:37,  3.82s/it]
  6%|▌         | 2646/46302 [2:48:42<46:22:55,  3.82s/it]
  6%|▌         | 2647/46302 [2:48:46<46:24:02,  3.83s/it]
  6%|▌         | 2648/46302 [2:48:50<46:23:32,  3.83s/it]
  6%|▌         | 2649/46302 [2:48:54<46:23:52,  3.83s/it]
  6%|▌         | 2650/46302 [2:48:57<46:23:16,  3.83s/it]
  6%|▌         | 2651/46302 [2:49:01<46:22:26,  3.82s/it]
  6%|▌         | 2652/46302 [2:49:05<46:22:11,  3.82s/it]
  6%|▌         | 2653/46302 [2:49:09<46:22:53,  3.83s/it]
  6%|▌         | 2654/46302 [2:49:13<46:24:01,  3.83s/it]
  6%|▌         | 2655/46302 [2:49:17<46:23:47,  3.83s/it]
  6%|▌         | 2656/46302 [2:49:20<46:23:24,  3.83s/it]
  6%|▌         | 2657/46302 [2:49:24<46:23:08,  3.83s/it]
  6%|▌         | 2658/46302 [2:49:28<46:22:26,  3.83s/it]
  6%|▌         | 2659/46302 [2:49:32<46:22:18,  3.83s/it]
  6%|▌         | 2660/46302 [2:49:36<46:22:52,  3.83s/it]
  6%|▌         | 2661/46302 [2:49:39<46:23:12,  3.83s/it]
  6%|▌         | 2662/46302 [2:49:43<46:22:39,  3.83s/it]
  6%|▌         | 2663/46302 [2:49:47<46:23:17,  3.83s/it]
  6%|▌         | 2664/46302 [2:49:51<46:22:59,  3.83s/it]
  6%|▌         | 2665/46302 [2:49:55<46:23:19,  3.83s/it]
  6%|▌         | 2666/46302 [2:49:59<46:23:12,  3.83s/it]
  6%|▌         | 2667/46302 [2:50:02<46:23:09,  3.83s/it]
  6%|▌         | 2668/46302 [2:50:06<46:21:58,  3.83s/it]
  6%|▌         | 2669/46302 [2:50:10<46:22:43,  3.83s/it]
  6%|▌         | 2670/46302 [2:50:14<46:23:29,  3.83s/it]
  6%|▌         | 2671/46302 [2:50:18<46:22:55,  3.83s/it]
  6%|▌         | 2672/46302 [2:50:22<46:23:01,  3.83s/it]
  6%|▌         | 2673/46302 [2:50:25<46:22:20,  3.83s/it]
  6%|▌         | 2674/46302 [2:50:29<46:22:44,  3.83s/it]
  6%|▌         | 2675/46302 [2:50:33<46:22:44,  3.83s/it]
  6%|▌         | 2676/46302 [2:50:37<46:23:35,  3.83s/it]
  6%|▌         | 2677/46302 [2:50:41<46:22:53,  3.83s/it]
  6%|▌         | 2678/46302 [2:50:45<46:22:44,  3.83s/it]
  6%|▌         | 2679/46302 [2:50:48<46:23:02,  3.83s/it]
  6%|▌         | 2680/46302 [2:50:52<46:20:15,  3.82s/it]
  6%|▌         | 2681/46302 [2:50:56<46:20:58,  3.83s/it]
  6%|▌         | 2682/46302 [2:51:00<46:21:17,  3.83s/it]
  6%|▌         | 2683/46302 [2:51:04<46:21:18,  3.83s/it]
  6%|▌         | 2684/46302 [2:51:07<46:20:55,  3.83s/it]
  6%|▌         | 2685/46302 [2:51:11<46:21:15,  3.83s/it]
  6%|▌         | 2686/46302 [2:51:15<46:20:24,  3.82s/it]
  6%|▌         | 2687/46302 [2:51:19<46:20:51,  3.83s/it]
  6%|▌         | 2688/46302 [2:51:23<46:20:31,  3.83s/it]
  6%|▌         | 2689/46302 [2:51:27<46:20:13,  3.82s/it]
  6%|▌         | 2690/46302 [2:51:30<46:20:36,  3.83s/it]
  6%|▌         | 2691/46302 [2:51:34<46:21:29,  3.83s/it]
  6%|▌         | 2692/46302 [2:51:38<46:21:37,  3.83s/it]
  6%|▌         | 2693/46302 [2:51:42<46:21:45,  3.83s/it]
  6%|▌         | 2694/46302 [2:51:46<46:21:41,  3.83s/it]
  6%|▌         | 2695/46302 [2:51:50<46:21:38,  3.83s/it]
  6%|▌         | 2696/46302 [2:51:53<46:21:40,  3.83s/it]
  6%|▌         | 2697/46302 [2:51:57<46:21:55,  3.83s/it]
  6%|▌         | 2698/46302 [2:52:01<46:22:26,  3.83s/it]
  6%|▌         | 2699/46302 [2:52:05<46:21:48,  3.83s/it]
  6%|▌         | 2700/46302 [2:52:09<46:20:53,  3.83s/it]
  6%|▌         | 2701/46302 [2:52:13<46:21:08,  3.83s/it]
  6%|▌         | 2702/46302 [2:52:16<46:20:43,  3.83s/it]
  6%|▌         | 2703/46302 [2:52:20<46:20:16,  3.83s/it]
  6%|▌         | 2704/46302 [2:52:24<46:19:38,  3.83s/it]
  6%|▌         | 2705/46302 [2:52:28<46:19:16,  3.82s/it]
  6%|▌         | 2706/46302 [2:52:32<46:18:54,  3.82s/it]
  6%|▌         | 2707/46302 [2:52:35<46:19:02,  3.82s/it]
  6%|▌         | 2708/46302 [2:52:39<46:19:18,  3.83s/it]
  6%|▌         | 2709/46302 [2:52:43<46:19:25,  3.83s/it]
  6%|▌         | 2710/46302 [2:52:47<46:18:59,  3.83s/it]
  6%|▌         | 2711/46302 [2:52:51<46:19:40,  3.83s/it]
  6%|▌         | 2712/46302 [2:52:55<46:19:45,  3.83s/it]
  6%|▌         | 2713/46302 [2:52:58<46:19:47,  3.83s/it]
  6%|▌         | 2714/46302 [2:53:02<46:19:20,  3.83s/it]
  6%|▌         | 2715/46302 [2:53:06<46:19:23,  3.83s/it]
  6%|▌         | 2716/46302 [2:53:10<46:19:36,  3.83s/it]
  6%|▌         | 2717/46302 [2:53:14<46:19:36,  3.83s/it]
  6%|▌         | 2718/46302 [2:53:18<46:19:08,  3.83s/it]
  6%|▌         | 2719/46302 [2:53:21<46:18:45,  3.83s/it]
  6%|▌         | 2720/46302 [2:53:25<46:18:03,  3.82s/it]
  6%|▌         | 2721/46302 [2:53:29<46:18:52,  3.83s/it]
  6%|▌         | 2722/46302 [2:53:33<46:17:50,  3.82s/it]
  6%|▌         | 2723/46302 [2:53:37<46:17:43,  3.82s/it]
  6%|▌         | 2724/46302 [2:53:41<46:17:51,  3.82s/it]
  6%|▌         | 2725/46302 [2:53:44<46:18:42,  3.83s/it]
  6%|▌         | 2726/46302 [2:53:48<46:19:05,  3.83s/it]
  6%|▌         | 2727/46302 [2:53:52<46:18:48,  3.83s/it]
  6%|▌         | 2728/46302 [2:53:56<46:18:18,  3.83s/it]
  6%|▌         | 2729/46302 [2:54:00<46:17:47,  3.83s/it]
  6%|▌         | 2730/46302 [2:54:03<46:18:09,  3.83s/it]
  6%|▌         | 2731/46302 [2:54:07<46:18:28,  3.83s/it]
  6%|▌         | 2732/46302 [2:54:11<46:17:37,  3.83s/it]
  6%|▌         | 2733/46302 [2:54:15<46:17:25,  3.82s/it]
  6%|▌         | 2734/46302 [2:54:19<46:18:01,  3.83s/it]
  6%|▌         | 2735/46302 [2:54:23<46:18:22,  3.83s/it]
  6%|▌         | 2736/46302 [2:54:26<46:18:03,  3.83s/it]
  6%|▌         | 2737/46302 [2:54:30<46:17:35,  3.83s/it]
  6%|▌         | 2738/46302 [2:54:34<46:17:34,  3.83s/it]
  6%|▌         | 2739/46302 [2:54:38<46:17:01,  3.82s/it]
  6%|▌         | 2740/46302 [2:54:42<46:17:11,  3.83s/it]
  6%|▌         | 2741/46302 [2:54:46<46:17:28,  3.83s/it]
  6%|▌         | 2742/46302 [2:54:49<46:18:09,  3.83s/it]
  6%|▌         | 2743/46302 [2:54:53<46:17:46,  3.83s/it]
  6%|▌         | 2744/46302 [2:54:57<46:17:11,  3.83s/it]
  6%|▌         | 2745/46302 [2:55:01<46:16:28,  3.82s/it]
  6%|▌         | 2746/46302 [2:55:05<46:16:23,  3.82s/it]
  6%|▌         | 2747/46302 [2:55:08<46:16:15,  3.82s/it]
  6%|▌         | 2748/46302 [2:55:12<46:16:10,  3.82s/it]
  6%|▌         | 2749/46302 [2:55:16<46:16:22,  3.82s/it]
  6%|▌         | 2750/46302 [2:55:20<46:16:07,  3.82s/it]
  6%|▌         | 2751/46302 [2:55:24<46:16:34,  3.83s/it]
  6%|▌         | 2752/46302 [2:55:28<46:16:13,  3.82s/it]
  6%|▌         | 2753/46302 [2:55:31<46:15:42,  3.82s/it]
  6%|▌         | 2754/46302 [2:55:35<46:16:05,  3.82s/it]
  6%|▌         | 2755/46302 [2:55:39<46:16:00,  3.82s/it]
  6%|▌         | 2756/46302 [2:55:43<46:16:26,  3.83s/it]
  6%|▌         | 2757/46302 [2:55:47<46:16:18,  3.83s/it]
  6%|▌         | 2758/46302 [2:55:51<46:15:15,  3.82s/it]
  6%|▌         | 2759/46302 [2:55:54<46:14:58,  3.82s/it]
  6%|▌         | 2760/46302 [2:55:58<46:14:59,  3.82s/it]
  6%|▌         | 2761/46302 [2:56:02<46:15:16,  3.82s/it]
  6%|▌         | 2762/46302 [2:56:06<46:16:30,  3.83s/it]
  6%|▌         | 2763/46302 [2:56:10<46:16:10,  3.83s/it]
  6%|▌         | 2764/46302 [2:56:14<46:17:01,  3.83s/it]
  6%|▌         | 2765/46302 [2:56:17<46:17:02,  3.83s/it]
  6%|▌         | 2766/46302 [2:56:21<46:16:38,  3.83s/it]
  6%|▌         | 2767/46302 [2:56:25<46:16:15,  3.83s/it]
  6%|▌         | 2768/46302 [2:56:29<46:16:10,  3.83s/it]
  6%|▌         | 2769/46302 [2:56:33<46:16:34,  3.83s/it]
  6%|▌         | 2770/46302 [2:56:36<46:16:11,  3.83s/it]
  6%|▌         | 2771/46302 [2:56:40<46:16:21,  3.83s/it]
  6%|▌         | 2772/46302 [2:56:44<46:15:26,  3.83s/it]
  6%|▌         | 2773/46302 [2:56:48<46:14:36,  3.82s/it]
  6%|▌         | 2774/46302 [2:56:52<46:14:13,  3.82s/it]
  6%|▌         | 2775/46302 [2:56:56<46:14:35,  3.82s/it]
  6%|▌         | 2776/46302 [2:56:59<46:14:28,  3.82s/it]
  6%|▌         | 2777/46302 [2:57:03<46:15:18,  3.83s/it]
  6%|▌         | 2778/46302 [2:57:07<46:14:36,  3.82s/it]
  6%|▌         | 2779/46302 [2:57:11<46:14:40,  3.83s/it]
  6%|▌         | 2780/46302 [2:57:15<46:14:12,  3.82s/it]
  6%|▌         | 2781/46302 [2:57:19<46:15:27,  3.83s/it]
  6%|▌         | 2782/46302 [2:57:22<46:15:53,  3.83s/it]
  6%|▌         | 2783/46302 [2:57:26<46:15:51,  3.83s/it]
  6%|▌         | 2784/46302 [2:57:30<46:15:33,  3.83s/it]
  6%|▌         | 2785/46302 [2:57:34<46:15:16,  3.83s/it]
  6%|▌         | 2786/46302 [2:57:38<46:14:57,  3.83s/it]
  6%|▌         | 2787/46302 [2:57:42<46:14:49,  3.83s/it]
  6%|▌         | 2788/46302 [2:57:45<46:13:58,  3.82s/it]
  6%|▌         | 2789/46302 [2:57:49<46:14:26,  3.83s/it]
  6%|▌         | 2790/46302 [2:57:53<46:14:49,  3.83s/it]
  6%|▌         | 2791/46302 [2:57:57<46:14:30,  3.83s/it]
  6%|▌         | 2792/46302 [2:58:01<46:14:58,  3.83s/it]
  6%|▌         | 2793/46302 [2:58:04<46:14:48,  3.83s/it]
  6%|▌         | 2794/46302 [2:58:08<46:14:33,  3.83s/it]
  6%|▌         | 2795/46302 [2:58:12<46:14:23,  3.83s/it]
  6%|▌         | 2796/46302 [2:58:16<46:14:59,  3.83s/it]
  6%|▌         | 2797/46302 [2:58:20<46:15:10,  3.83s/it]
  6%|▌         | 2798/46302 [2:58:24<46:14:12,  3.83s/it]
  6%|▌         | 2799/46302 [2:58:27<46:13:37,  3.83s/it]
  6%|▌         | 2800/46302 [2:58:31<46:13:49,  3.83s/it]
  6%|▌         | 2801/46302 [2:58:35<46:13:03,  3.82s/it]
  6%|▌         | 2802/46302 [2:58:39<46:13:13,  3.83s/it]
  6%|▌         | 2803/46302 [2:58:43<46:13:13,  3.83s/it]
  6%|▌         | 2804/46302 [2:58:47<46:12:42,  3.82s/it]
  6%|▌         | 2805/46302 [2:58:50<46:12:54,  3.82s/it]
  6%|▌         | 2806/46302 [2:58:54<46:12:30,  3.82s/it]
  6%|▌         | 2807/46302 [2:58:58<46:12:23,  3.82s/it]
  6%|▌         | 2808/46302 [2:59:02<46:12:07,  3.82s/it]
  6%|▌         | 2809/46302 [2:59:06<46:12:53,  3.83s/it]
  6%|▌         | 2810/46302 [2:59:10<46:13:06,  3.83s/it]
  6%|▌         | 2811/46302 [2:59:13<46:13:17,  3.83s/it]
  6%|▌         | 2812/46302 [2:59:17<46:13:37,  3.83s/it]
  6%|▌         | 2813/46302 [2:59:21<46:12:32,  3.83s/it]
  6%|▌         | 2814/46302 [2:59:25<46:12:39,  3.83s/it]
  6%|▌         | 2815/46302 [2:59:29<46:10:25,  3.82s/it]
  6%|▌         | 2816/46302 [2:59:32<46:10:45,  3.82s/it]
  6%|▌         | 2817/46302 [2:59:36<46:10:49,  3.82s/it]
  6%|▌         | 2818/46302 [2:59:40<46:10:52,  3.82s/it]
  6%|▌         | 2819/46302 [2:59:44<46:09:27,  3.82s/it]
  6%|▌         | 2820/46302 [2:59:48<46:09:25,  3.82s/it]
  6%|▌         | 2821/46302 [2:59:52<46:10:22,  3.82s/it]
  6%|▌         | 2822/46302 [2:59:55<46:10:11,  3.82s/it]
  6%|▌         | 2823/46302 [2:59:59<46:10:15,  3.82s/it]
  6%|▌         | 2824/46302 [3:00:03<46:09:56,  3.82s/it]
  6%|▌         | 2825/46302 [3:00:07<46:10:32,  3.82s/it]
  6%|▌         | 2826/46302 [3:00:11<46:08:26,  3.82s/it]
  6%|▌         | 2827/46302 [3:00:14<46:09:23,  3.82s/it]
  6%|▌         | 2828/46302 [3:00:18<46:10:54,  3.82s/it]
  6%|▌         | 2829/46302 [3:00:22<46:11:32,  3.83s/it]
  6%|▌         | 2830/46302 [3:00:26<46:11:03,  3.82s/it]
  6%|▌         | 2831/46302 [3:00:30<46:11:09,  3.82s/it]
  6%|▌         | 2832/46302 [3:00:34<46:10:51,  3.82s/it]
  6%|▌         | 2833/46302 [3:00:37<46:10:31,  3.82s/it]
  6%|▌         | 2834/46302 [3:00:41<46:08:04,  3.82s/it]
  6%|▌         | 2835/46302 [3:00:45<46:06:21,  3.82s/it]
  6%|▌         | 2836/46302 [3:00:49<46:07:24,  3.82s/it]
  6%|▌         | 2837/46302 [3:00:53<46:08:28,  3.82s/it]
  6%|▌         | 2838/46302 [3:00:57<46:09:51,  3.82s/it]
  6%|▌         | 2839/46302 [3:01:00<46:10:19,  3.82s/it]
  6%|▌         | 2840/46302 [3:01:04<46:09:10,  3.82s/it]
  6%|▌         | 2841/46302 [3:01:08<46:08:15,  3.82s/it]
  6%|▌         | 2842/46302 [3:01:12<46:08:29,  3.82s/it]
  6%|▌         | 2843/46302 [3:01:16<46:09:20,  3.82s/it]
  6%|▌         | 2844/46302 [3:01:19<46:08:58,  3.82s/it]
  6%|▌         | 2845/46302 [3:01:23<46:08:51,  3.82s/it]
  6%|▌         | 2846/46302 [3:01:27<46:08:45,  3.82s/it]
  6%|▌         | 2847/46302 [3:01:31<46:08:41,  3.82s/it]
  6%|▌         | 2848/46302 [3:01:35<46:09:20,  3.82s/it]
  6%|▌         | 2849/46302 [3:01:39<46:10:30,  3.83s/it]
  6%|▌         | 2850/46302 [3:01:42<46:10:25,  3.83s/it]
  6%|▌         | 2851/46302 [3:01:46<46:09:50,  3.82s/it]
  6%|▌         | 2852/46302 [3:01:50<46:09:15,  3.82s/it]
  6%|▌         | 2853/46302 [3:01:54<46:08:49,  3.82s/it]
  6%|▌         | 2854/46302 [3:01:58<46:08:49,  3.82s/it]
  6%|▌         | 2855/46302 [3:02:02<46:08:59,  3.82s/it]
  6%|▌         | 2856/46302 [3:02:05<46:09:39,  3.82s/it]
  6%|▌         | 2857/46302 [3:02:09<46:09:54,  3.83s/it]
  6%|▌         | 2858/46302 [3:02:13<46:08:54,  3.82s/it]
  6%|▌         | 2859/46302 [3:02:17<46:09:34,  3.83s/it]
  6%|▌         | 2860/46302 [3:02:21<46:09:27,  3.83s/it]
  6%|▌         | 2861/46302 [3:02:24<46:09:33,  3.83s/it]
  6%|▌         | 2862/46302 [3:02:28<46:09:35,  3.83s/it]
  6%|▌         | 2863/46302 [3:02:32<46:10:48,  3.83s/it]
  6%|▌         | 2864/46302 [3:02:36<46:10:05,  3.83s/it]
  6%|▌         | 2865/46302 [3:02:40<46:09:29,  3.83s/it]
  6%|▌         | 2866/46302 [3:02:44<46:09:39,  3.83s/it]
  6%|▌         | 2867/46302 [3:02:47<46:09:55,  3.83s/it]
  6%|▌         | 2868/46302 [3:02:51<46:09:44,  3.83s/it]
  6%|▌         | 2869/46302 [3:02:55<46:09:07,  3.83s/it]
  6%|▌         | 2870/46302 [3:02:59<46:08:32,  3.82s/it]
  6%|▌         | 2871/46302 [3:03:03<46:08:58,  3.83s/it]
  6%|▌         | 2872/46302 [3:03:07<46:08:28,  3.82s/it]
  6%|▌         | 2873/46302 [3:03:10<46:07:57,  3.82s/it]
  6%|▌         | 2874/46302 [3:03:14<46:07:55,  3.82s/it]
  6%|▌         | 2875/46302 [3:03:18<46:08:00,  3.82s/it]
  6%|▌         | 2876/46302 [3:03:22<46:08:12,  3.82s/it]
  6%|▌         | 2877/46302 [3:03:26<46:08:25,  3.83s/it]
  6%|▌         | 2878/46302 [3:03:30<46:08:11,  3.82s/it]
  6%|▌         | 2879/46302 [3:03:33<46:08:55,  3.83s/it]
  6%|▌         | 2880/46302 [3:03:37<46:08:43,  3.83s/it]
  6%|▌         | 2881/46302 [3:03:41<46:08:38,  3.83s/it]
  6%|▌         | 2882/46302 [3:03:45<46:08:56,  3.83s/it]
  6%|▌         | 2883/46302 [3:03:49<46:08:37,  3.83s/it]
  6%|▌         | 2884/46302 [3:03:52<46:09:15,  3.83s/it]
  6%|▌         | 2885/46302 [3:03:56<46:09:00,  3.83s/it]
  6%|▌         | 2886/46302 [3:04:00<46:08:35,  3.83s/it]
  6%|▌         | 2887/46302 [3:04:04<46:08:29,  3.83s/it]
  6%|▌         | 2888/46302 [3:04:08<46:08:24,  3.83s/it]
  6%|▌         | 2889/46302 [3:04:12<46:07:56,  3.83s/it]
  6%|▌         | 2890/46302 [3:04:15<46:07:42,  3.83s/it]
  6%|▌         | 2891/46302 [3:04:19<46:07:40,  3.83s/it]
  6%|▌         | 2892/46302 [3:04:23<46:07:24,  3.83s/it]
  6%|▌         | 2893/46302 [3:04:27<46:07:31,  3.83s/it]
  6%|▋         | 2894/46302 [3:04:31<46:07:00,  3.82s/it]
  6%|▋         | 2895/46302 [3:04:35<46:07:24,  3.83s/it]
  6%|▋         | 2896/46302 [3:04:38<46:07:29,  3.83s/it]
  6%|▋         | 2897/46302 [3:04:42<46:07:40,  3.83s/it]
  6%|▋         | 2898/46302 [3:04:46<46:07:49,  3.83s/it]
  6%|▋         | 2899/46302 [3:04:50<46:08:10,  3.83s/it]
  6%|▋         | 2900/46302 [3:04:54<46:07:30,  3.83s/it]
  6%|▋         | 2901/46302 [3:04:58<46:08:00,  3.83s/it]
  6%|▋         | 2902/46302 [3:05:01<46:07:23,  3.83s/it]
  6%|▋         | 2903/46302 [3:05:05<46:06:26,  3.82s/it]
  6%|▋         | 2904/46302 [3:05:09<46:06:44,  3.83s/it]
  6%|▋         | 2905/46302 [3:05:13<46:06:58,  3.83s/it]
  6%|▋         | 2906/46302 [3:05:17<46:06:47,  3.83s/it]
  6%|▋         | 2907/46302 [3:05:20<46:07:02,  3.83s/it]
  6%|▋         | 2908/46302 [3:05:24<46:06:46,  3.83s/it]
  6%|▋         | 2909/46302 [3:05:28<46:07:05,  3.83s/it]
  6%|▋         | 2910/46302 [3:05:32<46:07:21,  3.83s/it]
  6%|▋         | 2911/46302 [3:05:36<46:06:59,  3.83s/it]
  6%|▋         | 2912/46302 [3:05:40<46:06:45,  3.83s/it]
  6%|▋         | 2913/46302 [3:05:43<46:06:27,  3.83s/it]
  6%|▋         | 2914/46302 [3:05:47<46:06:04,  3.83s/it]
  6%|▋         | 2915/46302 [3:05:51<46:05:42,  3.82s/it]
  6%|▋         | 2916/46302 [3:05:55<46:05:56,  3.83s/it]
  6%|▋         | 2917/46302 [3:05:59<46:05:16,  3.82s/it]
  6%|▋         | 2918/46302 [3:06:03<46:06:06,  3.83s/it]
  6%|▋         | 2919/46302 [3:06:06<46:06:26,  3.83s/it]
  6%|▋         | 2920/46302 [3:06:10<46:06:15,  3.83s/it]
  6%|▋         | 2921/46302 [3:06:14<46:05:46,  3.83s/it]
  6%|▋         | 2922/46302 [3:06:18<46:05:38,  3.83s/it]
  6%|▋         | 2923/46302 [3:06:22<46:05:39,  3.83s/it]
  6%|▋         | 2924/46302 [3:06:26<46:05:47,  3.83s/it]
  6%|▋         | 2925/46302 [3:06:29<46:05:54,  3.83s/it]
  6%|▋         | 2926/46302 [3:06:33<46:05:28,  3.83s/it]
  6%|▋         | 2927/46302 [3:06:37<46:04:43,  3.82s/it]
  6%|▋         | 2928/46302 [3:06:41<46:04:55,  3.82s/it]
  6%|▋         | 2929/46302 [3:06:45<46:04:50,  3.82s/it]
  6%|▋         | 2930/46302 [3:06:48<46:05:21,  3.83s/it]
  6%|▋         | 2931/46302 [3:06:52<46:06:03,  3.83s/it]
  6%|▋         | 2932/46302 [3:06:56<46:06:18,  3.83s/it]
  6%|▋         | 2933/46302 [3:07:00<46:06:00,  3.83s/it]
  6%|▋         | 2934/46302 [3:07:04<46:04:58,  3.83s/it]
  6%|▋         | 2935/46302 [3:07:08<46:04:57,  3.83s/it]
  6%|▋         | 2936/46302 [3:07:11<46:04:32,  3.82s/it]
  6%|▋         | 2937/46302 [3:07:15<46:04:34,  3.83s/it]
  6%|▋         | 2938/46302 [3:07:19<46:04:30,  3.83s/it]
  6%|▋         | 2939/46302 [3:07:23<46:04:50,  3.83s/it]
  6%|▋         | 2940/46302 [3:07:27<46:04:59,  3.83s/it]
  6%|▋         | 2941/46302 [3:07:31<46:05:26,  3.83s/it]
  6%|▋         | 2942/46302 [3:07:34<46:04:31,  3.83s/it]
  6%|▋         | 2943/46302 [3:07:38<46:04:46,  3.83s/it]
  6%|▋         | 2944/46302 [3:07:42<46:05:12,  3.83s/it]
  6%|▋         | 2945/46302 [3:07:46<46:04:58,  3.83s/it]
  6%|▋         | 2946/46302 [3:07:50<46:04:36,  3.83s/it]
  6%|▋         | 2947/46302 [3:07:54<46:03:42,  3.82s/it]
  6%|▋         | 2948/46302 [3:07:57<46:02:26,  3.82s/it]
  6%|▋         | 2949/46302 [3:08:01<46:02:37,  3.82s/it]
  6%|▋         | 2950/46302 [3:08:05<46:03:37,  3.82s/it]
  6%|▋         | 2951/46302 [3:08:09<46:03:40,  3.83s/it]
  6%|▋         | 2952/46302 [3:08:13<46:03:50,  3.83s/it]
  6%|▋         | 2953/46302 [3:08:16<46:05:12,  3.83s/it]
  6%|▋         | 2954/46302 [3:08:20<46:03:47,  3.83s/it]
  6%|▋         | 2955/46302 [3:08:24<46:04:43,  3.83s/it]
  6%|▋         | 2956/46302 [3:08:28<46:04:11,  3.83s/it]
  6%|▋         | 2957/46302 [3:08:32<46:03:50,  3.83s/it]
  6%|▋         | 2958/46302 [3:08:36<46:03:35,  3.83s/it]
  6%|▋         | 2959/46302 [3:08:39<46:03:45,  3.83s/it]
  6%|▋         | 2960/46302 [3:08:43<46:03:40,  3.83s/it]
  6%|▋         | 2961/46302 [3:08:47<46:03:52,  3.83s/it]
  6%|▋         | 2962/46302 [3:08:51<46:03:41,  3.83s/it]
  6%|▋         | 2963/46302 [3:08:55<46:03:04,  3.83s/it]
  6%|▋         | 2964/46302 [3:08:59<46:03:11,  3.83s/it]
  6%|▋         | 2965/46302 [3:09:02<46:03:29,  3.83s/it]
  6%|▋         | 2966/46302 [3:09:06<46:03:19,  3.83s/it]
  6%|▋         | 2967/46302 [3:09:10<46:03:11,  3.83s/it]
  6%|▋         | 2968/46302 [3:09:14<46:02:59,  3.83s/it]
  6%|▋         | 2969/46302 [3:09:18<46:02:59,  3.83s/it]
  6%|▋         | 2970/46302 [3:09:21<46:02:26,  3.83s/it]
  6%|▋         | 2971/46302 [3:09:25<46:02:02,  3.82s/it]
  6%|▋         | 2972/46302 [3:09:29<46:01:49,  3.82s/it]
  6%|▋         | 2973/46302 [3:09:33<46:02:22,  3.83s/it]
  6%|▋         | 2974/46302 [3:09:37<46:01:47,  3.82s/it]
  6%|▋         | 2975/46302 [3:09:41<46:01:42,  3.82s/it]
  6%|▋         | 2976/46302 [3:09:44<46:01:36,  3.82s/it]
  6%|▋         | 2977/46302 [3:09:48<46:01:21,  3.82s/it]
  6%|▋         | 2978/46302 [3:09:52<46:01:34,  3.82s/it]
  6%|▋         | 2979/46302 [3:09:56<46:01:49,  3.82s/it]
  6%|▋         | 2980/46302 [3:10:00<46:01:16,  3.82s/it]
  6%|▋         | 2981/46302 [3:10:04<46:01:07,  3.82s/it]
  6%|▋         | 2982/46302 [3:10:07<46:00:28,  3.82s/it]
  6%|▋         | 2983/46302 [3:10:11<46:00:31,  3.82s/it]
  6%|▋         | 2984/46302 [3:10:15<46:00:24,  3.82s/it]
  6%|▋         | 2985/46302 [3:10:19<45:59:14,  3.82s/it]
  6%|▋         | 2986/46302 [3:10:23<45:59:27,  3.82s/it]
  6%|▋         | 2987/46302 [3:10:26<45:59:33,  3.82s/it]
  6%|▋         | 2988/46302 [3:10:30<45:59:37,  3.82s/it]
  6%|▋         | 2989/46302 [3:10:34<45:59:51,  3.82s/it]
  6%|▋         | 2990/46302 [3:10:38<45:59:29,  3.82s/it]
  6%|▋         | 2991/46302 [3:10:42<45:58:44,  3.82s/it]
  6%|▋         | 2992/46302 [3:10:46<45:57:57,  3.82s/it]
  6%|▋         | 2993/46302 [3:10:49<45:58:29,  3.82s/it]
  6%|▋         | 2994/46302 [3:10:53<45:59:00,  3.82s/it]
  6%|▋         | 2995/46302 [3:10:57<45:59:51,  3.82s/it]
  6%|▋         | 2996/46302 [3:11:01<45:59:30,  3.82s/it]
  6%|▋         | 2997/46302 [3:11:05<45:58:51,  3.82s/it]
  6%|▋         | 2998/46302 [3:11:09<45:59:36,  3.82s/it]
  6%|▋         | 2999/46302 [3:11:12<45:59:39,  3.82s/it]
  6%|▋         | 3000/46302 [3:11:16<45:59:26,  3.82s/it]
                                                         
{'loss': 3.8112, 'learning_rate': 0.004779259193854576, 'epoch': 0.06}

  6%|▋         | 3000/46302 [3:11:16<45:59:26,  3.82s/it]
  6%|▋         | 3001/46302 [3:11:20<46:00:26,  3.83s/it]
  6%|▋         | 3002/46302 [3:11:24<46:00:36,  3.83s/it]
  6%|▋         | 3003/46302 [3:11:28<46:00:25,  3.83s/it]
  6%|▋         | 3004/46302 [3:11:31<46:00:41,  3.83s/it]
  6%|▋         | 3005/46302 [3:11:35<45:59:27,  3.82s/it]
  6%|▋         | 3006/46302 [3:11:39<45:59:30,  3.82s/it]
  6%|▋         | 3007/46302 [3:11:43<45:59:30,  3.82s/it]
  6%|▋         | 3008/46302 [3:11:47<45:59:47,  3.82s/it]
  6%|▋         | 3009/46302 [3:11:51<45:59:19,  3.82s/it]
  7%|▋         | 3010/46302 [3:11:54<45:59:15,  3.82s/it]
  7%|▋         | 3011/46302 [3:11:58<45:59:25,  3.82s/it]
  7%|▋         | 3012/46302 [3:12:02<45:59:25,  3.82s/it]
  7%|▋         | 3013/46302 [3:12:06<45:58:48,  3.82s/it]
  7%|▋         | 3014/46302 [3:12:10<45:58:38,  3.82s/it]
  7%|▋         | 3015/46302 [3:12:14<45:59:02,  3.82s/it]
  7%|▋         | 3016/46302 [3:12:17<45:59:45,  3.83s/it]
  7%|▋         | 3017/46302 [3:12:21<45:58:56,  3.82s/it]
  7%|▋         | 3018/46302 [3:12:25<45:58:51,  3.82s/it]
  7%|▋         | 3019/46302 [3:12:29<45:58:23,  3.82s/it]
  7%|▋         | 3020/46302 [3:12:33<45:58:59,  3.82s/it]
  7%|▋         | 3021/46302 [3:12:37<45:58:41,  3.82s/it]
  7%|▋         | 3022/46302 [3:12:40<45:59:13,  3.83s/it]
  7%|▋         | 3023/46302 [3:12:44<45:58:54,  3.82s/it]
  7%|▋         | 3024/46302 [3:12:48<45:58:53,  3.82s/it]
  7%|▋         | 3025/46302 [3:12:52<45:58:55,  3.83s/it]
  7%|▋         | 3026/46302 [3:12:56<45:59:04,  3.83s/it]
  7%|▋         | 3027/46302 [3:12:59<45:58:41,  3.82s/it]
  7%|▋         | 3028/46302 [3:13:03<45:58:30,  3.82s/it]
  7%|▋         | 3029/46302 [3:13:07<45:58:24,  3.82s/it]
  7%|▋         | 3030/46302 [3:13:11<45:58:24,  3.82s/it]
  7%|▋         | 3031/46302 [3:13:15<45:57:43,  3.82s/it]
  7%|▋         | 3032/46302 [3:13:19<45:58:05,  3.82s/it]
  7%|▋         | 3033/46302 [3:13:22<45:58:09,  3.82s/it]
  7%|▋         | 3034/46302 [3:13:26<45:58:04,  3.82s/it]
  7%|▋         | 3035/46302 [3:13:30<45:57:50,  3.82s/it]
  7%|▋         | 3036/46302 [3:13:34<45:58:05,  3.82s/it]
  7%|▋         | 3037/46302 [3:13:38<45:57:58,  3.82s/it]
  7%|▋         | 3038/46302 [3:13:42<45:58:15,  3.83s/it]
  7%|▋         | 3039/46302 [3:13:45<45:57:21,  3.82s/it]
  7%|▋         | 3040/46302 [3:13:49<45:57:39,  3.82s/it]
  7%|▋         | 3041/46302 [3:13:53<45:58:08,  3.83s/it]
  7%|▋         | 3042/46302 [3:13:57<45:57:40,  3.82s/it]
  7%|▋         | 3043/46302 [3:14:01<45:56:00,  3.82s/it]
  7%|▋         | 3044/46302 [3:14:04<45:56:54,  3.82s/it]
  7%|▋         | 3045/46302 [3:14:08<45:56:14,  3.82s/it]
  7%|▋         | 3046/46302 [3:14:12<45:56:53,  3.82s/it]
  7%|▋         | 3047/46302 [3:14:16<45:56:46,  3.82s/it]
  7%|▋         | 3048/46302 [3:14:20<45:56:57,  3.82s/it]
  7%|▋         | 3049/46302 [3:14:24<45:56:05,  3.82s/it]
  7%|▋         | 3050/46302 [3:14:27<45:56:22,  3.82s/it]
  7%|▋         | 3051/46302 [3:14:31<45:56:34,  3.82s/it]
  7%|▋         | 3052/46302 [3:14:35<45:56:58,  3.82s/it]
  7%|▋         | 3053/46302 [3:14:39<45:57:10,  3.83s/it]
  7%|▋         | 3054/46302 [3:14:43<45:57:17,  3.83s/it]
  7%|▋         | 3055/46302 [3:14:47<45:56:35,  3.82s/it]
  7%|▋         | 3056/46302 [3:14:50<45:55:53,  3.82s/it]
  7%|▋         | 3057/46302 [3:14:54<45:55:06,  3.82s/it]
  7%|▋         | 3058/46302 [3:14:58<45:54:22,  3.82s/it]
  7%|▋         | 3059/46302 [3:15:02<45:53:18,  3.82s/it]
  7%|▋         | 3060/46302 [3:15:06<45:53:09,  3.82s/it]
  7%|▋         | 3061/46302 [3:15:09<45:52:52,  3.82s/it]
  7%|▋         | 3062/46302 [3:15:13<45:53:35,  3.82s/it]
  7%|▋         | 3063/46302 [3:15:17<45:53:42,  3.82s/it]
  7%|▋         | 3064/46302 [3:15:21<45:53:07,  3.82s/it]
  7%|▋         | 3065/46302 [3:15:25<45:52:39,  3.82s/it]
  7%|▋         | 3066/46302 [3:15:29<45:52:43,  3.82s/it]
  7%|▋         | 3067/46302 [3:15:32<45:52:42,  3.82s/it]
  7%|▋         | 3068/46302 [3:15:36<45:52:50,  3.82s/it]
  7%|▋         | 3069/46302 [3:15:40<45:53:39,  3.82s/it]
  7%|▋         | 3070/46302 [3:15:44<45:53:55,  3.82s/it]
  7%|▋         | 3071/46302 [3:15:48<45:53:46,  3.82s/it]
  7%|▋         | 3072/46302 [3:15:51<45:53:30,  3.82s/it]
  7%|▋         | 3073/46302 [3:15:55<45:52:38,  3.82s/it]
  7%|▋         | 3074/46302 [3:15:59<45:51:59,  3.82s/it]
  7%|▋         | 3075/46302 [3:16:03<45:51:33,  3.82s/it]
  7%|▋         | 3076/46302 [3:16:07<45:52:26,  3.82s/it]
  7%|▋         | 3077/46302 [3:16:11<45:52:07,  3.82s/it]
  7%|▋         | 3078/46302 [3:16:14<45:52:05,  3.82s/it]
  7%|▋         | 3079/46302 [3:16:18<45:52:05,  3.82s/it]
  7%|▋         | 3080/46302 [3:16:22<45:51:17,  3.82s/it]
  7%|▋         | 3081/46302 [3:16:26<45:51:22,  3.82s/it]
  7%|▋         | 3082/46302 [3:16:30<45:52:03,  3.82s/it]
  7%|▋         | 3083/46302 [3:16:34<45:52:07,  3.82s/it]
  7%|▋         | 3084/46302 [3:16:37<45:51:38,  3.82s/it]
  7%|▋         | 3085/46302 [3:16:41<45:50:40,  3.82s/it]
  7%|▋         | 3086/46302 [3:16:45<45:50:53,  3.82s/it]
  7%|▋         | 3087/46302 [3:16:49<45:51:01,  3.82s/it]
  7%|▋         | 3088/46302 [3:16:53<45:51:08,  3.82s/it]
  7%|▋         | 3089/46302 [3:16:56<45:51:23,  3.82s/it]
  7%|▋         | 3090/46302 [3:17:00<45:51:20,  3.82s/it]
  7%|▋         | 3091/46302 [3:17:04<45:51:44,  3.82s/it]
  7%|▋         | 3092/46302 [3:17:08<45:51:47,  3.82s/it]
  7%|▋         | 3093/46302 [3:17:12<45:51:24,  3.82s/it]
  7%|▋         | 3094/46302 [3:17:16<45:50:46,  3.82s/it]
  7%|▋         | 3095/46302 [3:17:19<45:50:07,  3.82s/it]
  7%|▋         | 3096/46302 [3:17:23<45:50:55,  3.82s/it]
  7%|▋         | 3097/46302 [3:17:27<45:49:45,  3.82s/it]
  7%|▋         | 3098/46302 [3:17:31<45:48:55,  3.82s/it]
  7%|▋         | 3099/46302 [3:17:35<45:47:34,  3.82s/it]
  7%|▋         | 3100/46302 [3:17:38<45:47:17,  3.82s/it]
  7%|▋         | 3101/46302 [3:17:42<45:46:26,  3.81s/it]
  7%|▋         | 3102/46302 [3:17:46<45:46:48,  3.82s/it]
  7%|▋         | 3103/46302 [3:17:50<45:46:07,  3.81s/it]
  7%|▋         | 3104/46302 [3:17:54<45:47:12,  3.82s/it]
  7%|▋         | 3105/46302 [3:17:58<45:48:11,  3.82s/it]
  7%|▋         | 3106/46302 [3:18:01<45:48:09,  3.82s/it]
  7%|▋         | 3107/46302 [3:18:05<45:49:08,  3.82s/it]
  7%|▋         | 3108/46302 [3:18:09<45:49:53,  3.82s/it]
  7%|▋         | 3109/46302 [3:18:13<45:49:45,  3.82s/it]
  7%|▋         | 3110/46302 [3:18:17<45:49:19,  3.82s/it]
  7%|▋         | 3111/46302 [3:18:20<45:49:27,  3.82s/it]
  7%|▋         | 3112/46302 [3:18:24<45:49:05,  3.82s/it]
  7%|▋         | 3113/46302 [3:18:28<45:49:07,  3.82s/it]
  7%|▋         | 3114/46302 [3:18:32<45:48:55,  3.82s/it]
  7%|▋         | 3115/46302 [3:18:36<45:48:45,  3.82s/it]
  7%|▋         | 3116/46302 [3:18:40<45:48:22,  3.82s/it]
  7%|▋         | 3117/46302 [3:18:43<45:49:33,  3.82s/it]
  7%|▋         | 3118/46302 [3:18:47<45:48:48,  3.82s/it]
  7%|▋         | 3119/46302 [3:18:51<45:47:46,  3.82s/it]
  7%|▋         | 3120/46302 [3:18:55<45:47:48,  3.82s/it]
  7%|▋         | 3121/46302 [3:18:59<45:47:33,  3.82s/it]
  7%|▋         | 3122/46302 [3:19:02<45:48:07,  3.82s/it]
  7%|▋         | 3123/46302 [3:19:06<45:47:58,  3.82s/it]
  7%|▋         | 3124/46302 [3:19:10<45:47:21,  3.82s/it]
  7%|▋         | 3125/46302 [3:19:14<45:47:41,  3.82s/it]
  7%|▋         | 3126/46302 [3:19:18<45:48:29,  3.82s/it]
  7%|▋         | 3127/46302 [3:19:22<45:47:45,  3.82s/it]
  7%|▋         | 3128/46302 [3:19:25<45:48:04,  3.82s/it]
  7%|▋         | 3129/46302 [3:19:29<45:47:52,  3.82s/it]
  7%|▋         | 3130/46302 [3:19:33<45:48:26,  3.82s/it]
  7%|▋         | 3131/46302 [3:19:37<45:48:29,  3.82s/it]
  7%|▋         | 3132/46302 [3:19:41<45:48:08,  3.82s/it]
  7%|▋         | 3133/46302 [3:19:44<45:47:23,  3.82s/it]
  7%|▋         | 3134/46302 [3:19:48<45:47:50,  3.82s/it]
  7%|▋         | 3135/46302 [3:19:52<45:47:48,  3.82s/it]
  7%|▋         | 3136/46302 [3:19:56<45:48:31,  3.82s/it]
  7%|▋         | 3137/46302 [3:20:00<45:47:51,  3.82s/it]
  7%|▋         | 3138/46302 [3:20:04<45:47:00,  3.82s/it]
  7%|▋         | 3139/46302 [3:20:07<45:47:06,  3.82s/it]
  7%|▋         | 3140/46302 [3:20:11<45:48:47,  3.82s/it]
  7%|▋         | 3141/46302 [3:20:15<45:49:16,  3.82s/it]
  7%|▋         | 3142/46302 [3:20:19<45:49:39,  3.82s/it]
  7%|▋         | 3143/46302 [3:20:23<45:49:57,  3.82s/it]
  7%|▋         | 3144/46302 [3:20:26<45:50:16,  3.82s/it]
  7%|▋         | 3145/46302 [3:20:30<45:50:37,  3.82s/it]
  7%|▋         | 3146/46302 [3:20:34<45:50:53,  3.82s/it]
  7%|▋         | 3147/46302 [3:20:38<45:51:12,  3.83s/it]
  7%|▋         | 3148/46302 [3:20:42<45:51:38,  3.83s/it]
  7%|▋         | 3149/46302 [3:20:46<45:50:51,  3.82s/it]
  7%|▋         | 3150/46302 [3:20:49<45:51:13,  3.83s/it]
  7%|▋         | 3151/46302 [3:20:53<45:51:17,  3.83s/it]
  7%|▋         | 3152/46302 [3:20:57<45:51:36,  3.83s/it]
  7%|▋         | 3153/46302 [3:21:01<45:50:55,  3.83s/it]
  7%|▋         | 3154/46302 [3:21:05<45:50:53,  3.83s/it]
  7%|▋         | 3155/46302 [3:21:09<45:50:25,  3.82s/it]
  7%|▋         | 3156/46302 [3:21:12<45:50:19,  3.82s/it]
  7%|▋         | 3157/46302 [3:21:16<45:50:09,  3.82s/it]
  7%|▋         | 3158/46302 [3:21:20<45:50:20,  3.82s/it]
  7%|▋         | 3159/46302 [3:21:24<45:49:52,  3.82s/it]
  7%|▋         | 3160/46302 [3:21:28<45:50:20,  3.83s/it]
  7%|▋         | 3161/46302 [3:21:31<45:49:36,  3.82s/it]
  7%|▋         | 3162/46302 [3:21:35<45:49:37,  3.82s/it]
  7%|▋         | 3163/46302 [3:21:39<45:49:39,  3.82s/it]
  7%|▋         | 3164/46302 [3:21:43<45:49:58,  3.82s/it]
  7%|▋         | 3165/46302 [3:21:47<45:49:56,  3.82s/it]
  7%|▋         | 3166/46302 [3:21:51<45:50:13,  3.83s/it]
  7%|▋         | 3167/46302 [3:21:54<45:49:33,  3.82s/it]
  7%|▋         | 3168/46302 [3:21:58<45:49:44,  3.82s/it]
  7%|▋         | 3169/46302 [3:22:02<45:49:54,  3.83s/it]
  7%|▋         | 3170/46302 [3:22:06<45:49:58,  3.83s/it]
  7%|▋         | 3171/46302 [3:22:10<45:50:01,  3.83s/it]
  7%|▋         | 3172/46302 [3:22:14<45:50:57,  3.83s/it]
  7%|▋         | 3173/46302 [3:22:17<45:50:55,  3.83s/it]
  7%|▋         | 3174/46302 [3:22:21<45:50:31,  3.83s/it]
  7%|▋         | 3175/46302 [3:22:25<45:50:27,  3.83s/it]
  7%|▋         | 3176/46302 [3:22:29<45:50:18,  3.83s/it]
  7%|▋         | 3177/46302 [3:22:33<45:49:42,  3.83s/it]
  7%|▋         | 3178/46302 [3:22:37<45:45:58,  3.82s/it]
  7%|▋         | 3179/46302 [3:22:40<45:46:39,  3.82s/it]
  7%|▋         | 3180/46302 [3:22:44<45:47:33,  3.82s/it]
  7%|▋         | 3181/46302 [3:22:48<45:47:53,  3.82s/it]
  7%|▋         | 3182/46302 [3:22:52<45:48:51,  3.82s/it]
  7%|▋         | 3183/46302 [3:22:56<45:49:20,  3.83s/it]
  7%|▋         | 3184/46302 [3:22:59<45:48:36,  3.82s/it]
  7%|▋         | 3185/46302 [3:23:03<45:48:32,  3.82s/it]
  7%|▋         | 3186/46302 [3:23:07<45:48:58,  3.83s/it]
  7%|▋         | 3187/46302 [3:23:11<45:47:54,  3.82s/it]
  7%|▋         | 3188/46302 [3:23:15<45:48:14,  3.82s/it]
  7%|▋         | 3189/46302 [3:23:19<45:48:25,  3.82s/it]
  7%|▋         | 3190/46302 [3:23:22<45:48:12,  3.82s/it]
  7%|▋         | 3191/46302 [3:23:26<45:47:54,  3.82s/it]
  7%|▋         | 3192/46302 [3:23:30<45:48:43,  3.83s/it]
  7%|▋         | 3193/46302 [3:23:34<45:48:23,  3.83s/it]
  7%|▋         | 3194/46302 [3:23:38<45:48:24,  3.83s/it]
  7%|▋         | 3195/46302 [3:23:42<45:48:02,  3.82s/it]
  7%|▋         | 3196/46302 [3:23:45<45:47:33,  3.82s/it]
  7%|▋         | 3197/46302 [3:23:49<45:46:27,  3.82s/it]
  7%|▋         | 3198/46302 [3:23:53<45:46:29,  3.82s/it]
  7%|▋         | 3199/46302 [3:23:57<45:46:28,  3.82s/it]
  7%|▋         | 3200/46302 [3:24:01<45:46:13,  3.82s/it]
  7%|▋         | 3201/46302 [3:24:04<45:46:58,  3.82s/it]
  7%|▋         | 3202/46302 [3:24:08<45:47:08,  3.82s/it]
  7%|▋         | 3203/46302 [3:24:12<45:47:01,  3.82s/it]
  7%|▋         | 3204/46302 [3:24:16<45:47:08,  3.82s/it]
  7%|▋         | 3205/46302 [3:24:20<45:46:59,  3.82s/it]
  7%|▋         | 3206/46302 [3:24:24<45:46:37,  3.82s/it]
  7%|▋         | 3207/46302 [3:24:27<45:47:08,  3.82s/it]
  7%|▋         | 3208/46302 [3:24:31<45:47:03,  3.82s/it]
  7%|▋         | 3209/46302 [3:24:35<45:46:34,  3.82s/it]
  7%|▋         | 3210/46302 [3:24:39<45:46:17,  3.82s/it]
  7%|▋         | 3211/46302 [3:24:43<45:47:11,  3.83s/it]
  7%|▋         | 3212/46302 [3:24:47<45:47:29,  3.83s/it]
  7%|▋         | 3213/46302 [3:24:50<45:47:47,  3.83s/it]
  7%|▋         | 3214/46302 [3:24:54<45:47:07,  3.83s/it]
  7%|▋         | 3215/46302 [3:24:58<45:47:03,  3.83s/it]
  7%|▋         | 3216/46302 [3:25:02<45:47:13,  3.83s/it]
  7%|▋         | 3217/46302 [3:25:06<45:47:23,  3.83s/it]
  7%|▋         | 3218/46302 [3:25:10<45:47:49,  3.83s/it]
  7%|▋         | 3219/46302 [3:25:13<45:47:31,  3.83s/it]
  7%|▋         | 3220/46302 [3:25:17<45:47:07,  3.83s/it]
  7%|▋         | 3221/46302 [3:25:21<45:47:07,  3.83s/it]
  7%|▋         | 3222/46302 [3:25:25<45:47:10,  3.83s/it]
  7%|▋         | 3223/46302 [3:25:29<45:47:42,  3.83s/it]
  7%|▋         | 3224/46302 [3:25:32<45:46:58,  3.83s/it]
  7%|▋         | 3225/46302 [3:25:36<45:46:49,  3.83s/it]
  7%|▋         | 3226/46302 [3:25:40<45:47:08,  3.83s/it]
  7%|▋         | 3227/46302 [3:25:44<45:46:36,  3.83s/it]
  7%|▋         | 3228/46302 [3:25:48<45:47:07,  3.83s/it]
  7%|▋         | 3229/46302 [3:25:52<45:46:46,  3.83s/it]
  7%|▋         | 3230/46302 [3:25:55<45:46:27,  3.83s/it]
  7%|▋         | 3231/46302 [3:25:59<45:46:03,  3.83s/it]
  7%|▋         | 3232/46302 [3:26:03<45:45:31,  3.82s/it]
  7%|▋         | 3233/46302 [3:26:07<45:45:14,  3.82s/it]
  7%|▋         | 3234/46302 [3:26:11<45:44:45,  3.82s/it]
  7%|▋         | 3235/46302 [3:26:15<45:45:10,  3.82s/it]
  7%|▋         | 3236/46302 [3:26:18<45:45:45,  3.83s/it]
  7%|▋         | 3237/46302 [3:26:22<45:45:55,  3.83s/it]
  7%|▋         | 3238/46302 [3:26:26<45:46:05,  3.83s/it]
  7%|▋         | 3239/46302 [3:26:30<45:46:09,  3.83s/it]
  7%|▋         | 3240/46302 [3:26:34<45:45:51,  3.83s/it]
  7%|▋         | 3241/46302 [3:26:38<45:45:59,  3.83s/it]
  7%|▋         | 3242/46302 [3:26:41<45:46:57,  3.83s/it]
  7%|▋         | 3243/46302 [3:26:45<45:46:07,  3.83s/it]
  7%|▋         | 3244/46302 [3:26:49<45:45:41,  3.83s/it]
  7%|▋         | 3245/46302 [3:26:53<45:45:35,  3.83s/it]
  7%|▋         | 3246/46302 [3:26:57<45:44:56,  3.83s/it]
  7%|▋         | 3247/46302 [3:27:00<45:45:01,  3.83s/it]
  7%|▋         | 3248/46302 [3:27:04<45:44:58,  3.83s/it]
  7%|▋         | 3249/46302 [3:27:08<45:44:17,  3.82s/it]
  7%|▋         | 3250/46302 [3:27:12<45:44:08,  3.82s/it]
  7%|▋         | 3251/46302 [3:27:16<45:43:44,  3.82s/it]
  7%|▋         | 3252/46302 [3:27:20<45:44:18,  3.82s/it]
  7%|▋         | 3253/46302 [3:27:23<45:44:30,  3.83s/it]
  7%|▋         | 3254/46302 [3:27:27<45:44:08,  3.82s/it]
  7%|▋         | 3255/46302 [3:27:31<45:43:40,  3.82s/it]
  7%|▋         | 3256/46302 [3:27:35<45:43:09,  3.82s/it]
  7%|▋         | 3257/46302 [3:27:39<45:42:49,  3.82s/it]
  7%|▋         | 3258/46302 [3:27:43<45:43:03,  3.82s/it]
  7%|▋         | 3259/46302 [3:27:46<45:42:38,  3.82s/it]
  7%|▋         | 3260/46302 [3:27:50<45:42:18,  3.82s/it]
  7%|▋         | 3261/46302 [3:27:54<45:42:38,  3.82s/it]
  7%|▋         | 3262/46302 [3:27:58<45:45:04,  3.83s/it]
  7%|▋         | 3263/46302 [3:28:02<45:44:20,  3.83s/it]
  7%|▋         | 3264/46302 [3:28:05<45:43:47,  3.83s/it]
  7%|▋         | 3265/46302 [3:28:09<45:43:44,  3.83s/it]
  7%|▋         | 3266/46302 [3:28:13<45:43:41,  3.83s/it]
  7%|▋         | 3267/46302 [3:28:17<45:43:33,  3.83s/it]
  7%|▋         | 3268/46302 [3:28:21<45:43:42,  3.83s/it]
  7%|▋         | 3269/46302 [3:28:25<45:43:48,  3.83s/it]
  7%|▋         | 3270/46302 [3:28:28<45:43:52,  3.83s/it]
  7%|▋         | 3271/46302 [3:28:32<45:43:46,  3.83s/it]
  7%|▋         | 3272/46302 [3:28:36<45:43:36,  3.83s/it]
  7%|▋         | 3273/46302 [3:28:40<45:42:53,  3.82s/it]
  7%|▋         | 3274/46302 [3:28:44<45:43:11,  3.83s/it]
  7%|▋         | 3275/46302 [3:28:48<45:42:27,  3.82s/it]
  7%|▋         | 3276/46302 [3:28:51<45:42:25,  3.82s/it]
  7%|▋         | 3277/46302 [3:28:55<45:42:13,  3.82s/it]
  7%|▋         | 3278/46302 [3:28:59<45:42:32,  3.82s/it]
  7%|▋         | 3279/46302 [3:29:03<45:41:57,  3.82s/it]
  7%|▋         | 3280/46302 [3:29:07<45:41:20,  3.82s/it]
  7%|▋         | 3281/46302 [3:29:10<45:41:35,  3.82s/it]
  7%|▋         | 3282/46302 [3:29:14<45:42:02,  3.82s/it]
  7%|▋         | 3283/46302 [3:29:18<45:41:50,  3.82s/it]
  7%|▋         | 3284/46302 [3:29:22<45:41:39,  3.82s/it]
  7%|▋         | 3285/46302 [3:29:26<45:42:00,  3.82s/it]
  7%|▋         | 3286/46302 [3:29:30<45:42:07,  3.82s/it]
  7%|▋         | 3287/46302 [3:29:33<45:42:37,  3.83s/it]
  7%|▋         | 3288/46302 [3:29:37<45:43:21,  3.83s/it]
  7%|▋         | 3289/46302 [3:29:41<45:42:44,  3.83s/it]
  7%|▋         | 3290/46302 [3:29:45<45:42:14,  3.83s/it]
  7%|▋         | 3291/46302 [3:29:49<45:41:30,  3.82s/it]
  7%|▋         | 3292/46302 [3:29:53<45:41:16,  3.82s/it]
  7%|▋         | 3293/46302 [3:29:56<45:41:53,  3.83s/it]
  7%|▋         | 3294/46302 [3:30:00<45:42:31,  3.83s/it]
  7%|▋         | 3295/46302 [3:30:04<45:42:11,  3.83s/it]
  7%|▋         | 3296/46302 [3:30:08<45:41:52,  3.83s/it]
  7%|▋         | 3297/46302 [3:30:12<45:42:31,  3.83s/it]
  7%|▋         | 3298/46302 [3:30:16<45:41:59,  3.83s/it]
  7%|▋         | 3299/46302 [3:30:19<45:41:20,  3.82s/it]
  7%|▋         | 3300/46302 [3:30:23<45:41:17,  3.82s/it]
  7%|▋         | 3301/46302 [3:30:27<45:41:10,  3.82s/it]
  7%|▋         | 3302/46302 [3:30:31<45:41:26,  3.83s/it]
  7%|▋         | 3303/46302 [3:30:35<45:41:09,  3.82s/it]
  7%|▋         | 3304/46302 [3:30:38<45:40:52,  3.82s/it]
  7%|▋         | 3305/46302 [3:30:42<45:41:55,  3.83s/it]
  7%|▋         | 3306/46302 [3:30:46<45:42:20,  3.83s/it]
  7%|▋         | 3307/46302 [3:30:50<45:42:31,  3.83s/it]
  7%|▋         | 3308/46302 [3:30:54<45:42:26,  3.83s/it]
  7%|▋         | 3309/46302 [3:30:58<45:41:42,  3.83s/it]
  7%|▋         | 3310/46302 [3:31:01<45:41:45,  3.83s/it]
  7%|▋         | 3311/46302 [3:31:05<45:41:59,  3.83s/it]
  7%|▋         | 3312/46302 [3:31:09<45:41:46,  3.83s/it]
  7%|▋         | 3313/46302 [3:31:13<45:41:30,  3.83s/it]
  7%|▋         | 3314/46302 [3:31:17<45:41:13,  3.83s/it]
  7%|▋         | 3315/46302 [3:31:21<45:41:00,  3.83s/it]
  7%|▋         | 3316/46302 [3:31:24<45:41:27,  3.83s/it]
  7%|▋         | 3317/46302 [3:31:28<45:41:32,  3.83s/it]
  7%|▋         | 3318/46302 [3:31:32<45:41:52,  3.83s/it]
  7%|▋         | 3319/46302 [3:31:36<45:41:39,  3.83s/it]
  7%|▋         | 3320/46302 [3:31:40<45:41:22,  3.83s/it]
  7%|▋         | 3321/46302 [3:31:44<45:41:17,  3.83s/it]
  7%|▋         | 3322/46302 [3:31:47<45:40:44,  3.83s/it]
  7%|▋         | 3323/46302 [3:31:51<45:40:21,  3.83s/it]
  7%|▋         | 3324/46302 [3:31:55<45:40:30,  3.83s/it]
  7%|▋         | 3325/46302 [3:31:59<45:40:52,  3.83s/it]
  7%|▋         | 3326/46302 [3:32:03<45:40:17,  3.83s/it]
  7%|▋         | 3327/46302 [3:32:06<45:40:04,  3.83s/it]
  7%|▋         | 3328/46302 [3:32:10<45:40:02,  3.83s/it]
  7%|▋         | 3329/46302 [3:32:14<45:40:14,  3.83s/it]
  7%|▋         | 3330/46302 [3:32:18<45:39:51,  3.83s/it]
  7%|▋         | 3331/46302 [3:32:22<45:40:00,  3.83s/it]
  7%|▋         | 3332/46302 [3:32:26<45:39:39,  3.83s/it]
  7%|▋         | 3333/46302 [3:32:29<45:40:20,  3.83s/it]
  7%|▋         | 3334/46302 [3:32:33<45:40:53,  3.83s/it]
  7%|▋         | 3335/46302 [3:32:37<45:40:06,  3.83s/it]
  7%|▋         | 3336/46302 [3:32:41<45:39:53,  3.83s/it]
  7%|▋         | 3337/46302 [3:32:45<45:40:57,  3.83s/it]
  7%|▋         | 3338/46302 [3:32:49<45:40:31,  3.83s/it]
  7%|▋         | 3339/46302 [3:32:52<45:40:21,  3.83s/it]
  7%|▋         | 3340/46302 [3:32:56<45:40:36,  3.83s/it]
  7%|▋         | 3341/46302 [3:33:00<45:40:47,  3.83s/it]
  7%|▋         | 3342/46302 [3:33:04<45:40:53,  3.83s/it]
  7%|▋         | 3343/46302 [3:33:08<45:40:25,  3.83s/it]
  7%|▋         | 3344/46302 [3:33:12<45:39:47,  3.83s/it]
  7%|▋         | 3345/46302 [3:33:15<45:40:23,  3.83s/it]
  7%|▋         | 3346/46302 [3:33:19<45:39:10,  3.83s/it]
  7%|▋         | 3347/46302 [3:33:23<45:38:55,  3.83s/it]
  7%|▋         | 3348/46302 [3:33:27<45:38:33,  3.83s/it]
  7%|▋         | 3349/46302 [3:33:31<45:38:22,  3.83s/it]
  7%|▋         | 3350/46302 [3:33:34<45:38:29,  3.83s/it]
  7%|▋         | 3351/46302 [3:33:38<45:38:25,  3.83s/it]
  7%|▋         | 3352/46302 [3:33:42<45:38:12,  3.83s/it]
  7%|▋         | 3353/46302 [3:33:46<45:37:51,  3.82s/it]
  7%|▋         | 3354/46302 [3:33:50<45:38:10,  3.83s/it]
  7%|▋         | 3355/46302 [3:33:54<45:38:19,  3.83s/it]
  7%|▋         | 3356/46302 [3:33:57<45:38:25,  3.83s/it]
  7%|▋         | 3357/46302 [3:34:01<45:38:03,  3.83s/it]
  7%|▋         | 3358/46302 [3:34:05<45:37:45,  3.83s/it]
  7%|▋         | 3359/46302 [3:34:09<45:38:12,  3.83s/it]
  7%|▋         | 3360/46302 [3:34:13<45:38:00,  3.83s/it]
  7%|▋         | 3361/46302 [3:34:17<45:37:54,  3.83s/it]
  7%|▋         | 3362/46302 [3:34:20<45:38:33,  3.83s/it]
  7%|▋         | 3363/46302 [3:34:24<45:37:40,  3.83s/it]
  7%|▋         | 3364/46302 [3:34:28<45:37:23,  3.83s/it]
  7%|▋         | 3365/46302 [3:34:32<45:36:40,  3.82s/it]
  7%|▋         | 3366/46302 [3:34:36<45:36:42,  3.82s/it]
  7%|▋         | 3367/46302 [3:34:40<45:36:36,  3.82s/it]
  7%|▋         | 3368/46302 [3:34:43<45:36:49,  3.82s/it]
  7%|▋         | 3369/46302 [3:34:47<45:37:05,  3.83s/it]
  7%|▋         | 3370/46302 [3:34:51<45:37:55,  3.83s/it]
  7%|▋         | 3371/46302 [3:34:55<45:37:27,  3.83s/it]
  7%|▋         | 3372/46302 [3:34:59<45:37:06,  3.83s/it]
  7%|▋         | 3373/46302 [3:35:02<45:37:08,  3.83s/it]
  7%|▋         | 3374/46302 [3:35:06<45:37:06,  3.83s/it]
  7%|▋         | 3375/46302 [3:35:10<45:36:37,  3.83s/it]
  7%|▋         | 3376/46302 [3:35:14<45:36:46,  3.83s/it]
  7%|▋         | 3377/46302 [3:35:18<45:36:23,  3.82s/it]
  7%|▋         | 3378/46302 [3:35:22<45:36:43,  3.83s/it]
  7%|▋         | 3379/46302 [3:35:25<45:36:17,  3.82s/it]
  7%|▋         | 3380/46302 [3:35:29<45:35:42,  3.82s/it]
  7%|▋         | 3381/46302 [3:35:33<45:35:32,  3.82s/it]
  7%|▋         | 3382/46302 [3:35:37<45:36:05,  3.82s/it]
  7%|▋         | 3383/46302 [3:35:41<45:35:24,  3.82s/it]
  7%|▋         | 3384/46302 [3:35:45<45:35:39,  3.82s/it]
  7%|▋         | 3385/46302 [3:35:48<45:34:42,  3.82s/it]
  7%|▋         | 3386/46302 [3:35:52<45:32:43,  3.82s/it]
  7%|▋         | 3387/46302 [3:35:56<45:32:48,  3.82s/it]
  7%|▋         | 3388/46302 [3:36:00<45:33:45,  3.82s/it]
  7%|▋         | 3389/46302 [3:36:04<45:34:28,  3.82s/it]
  7%|▋         | 3390/46302 [3:36:07<45:35:11,  3.82s/it]
  7%|▋         | 3391/46302 [3:36:11<45:35:43,  3.83s/it]
  7%|▋         | 3392/46302 [3:36:15<45:35:41,  3.83s/it]
  7%|▋         | 3393/46302 [3:36:19<45:35:42,  3.83s/it]
  7%|▋         | 3394/46302 [3:36:23<45:35:08,  3.82s/it]
  7%|▋         | 3395/46302 [3:36:27<45:34:17,  3.82s/it]
  7%|▋         | 3396/46302 [3:36:30<45:33:54,  3.82s/it]
  7%|▋         | 3397/46302 [3:36:34<45:34:13,  3.82s/it]
  7%|▋         | 3398/46302 [3:36:38<45:33:59,  3.82s/it]
  7%|▋         | 3399/46302 [3:36:42<45:34:13,  3.82s/it]
  7%|▋         | 3400/46302 [3:36:46<45:33:51,  3.82s/it]
  7%|▋         | 3401/46302 [3:36:50<45:32:43,  3.82s/it]
  7%|▋         | 3402/46302 [3:36:53<45:33:09,  3.82s/it]
  7%|▋         | 3403/46302 [3:36:57<45:32:38,  3.82s/it]
  7%|▋         | 3404/46302 [3:37:01<45:33:04,  3.82s/it]
  7%|▋         | 3405/46302 [3:37:05<45:32:51,  3.82s/it]
  7%|▋         | 3406/46302 [3:37:09<45:32:14,  3.82s/it]
  7%|▋         | 3407/46302 [3:37:12<45:32:58,  3.82s/it]
  7%|▋         | 3408/46302 [3:37:16<45:32:51,  3.82s/it]
  7%|▋         | 3409/46302 [3:37:20<45:32:29,  3.82s/it]
  7%|▋         | 3410/46302 [3:37:24<45:32:36,  3.82s/it]
  7%|▋         | 3411/46302 [3:37:28<45:33:06,  3.82s/it]
  7%|▋         | 3412/46302 [3:37:32<45:33:41,  3.82s/it]
  7%|▋         | 3413/46302 [3:37:35<45:33:11,  3.82s/it]
  7%|▋         | 3414/46302 [3:37:39<45:33:31,  3.82s/it]
  7%|▋         | 3415/46302 [3:37:43<45:32:54,  3.82s/it]
  7%|▋         | 3416/46302 [3:37:47<45:33:35,  3.82s/it]
  7%|▋         | 3417/46302 [3:37:51<45:33:23,  3.82s/it]
  7%|▋         | 3418/46302 [3:37:55<45:33:21,  3.82s/it]
  7%|▋         | 3419/46302 [3:37:58<45:33:37,  3.82s/it]
  7%|▋         | 3420/46302 [3:38:02<45:33:21,  3.82s/it]
  7%|▋         | 3421/46302 [3:38:06<45:32:49,  3.82s/it]
  7%|▋         | 3422/46302 [3:38:10<45:32:23,  3.82s/it]
  7%|▋         | 3423/46302 [3:38:14<45:32:51,  3.82s/it]
  7%|▋         | 3424/46302 [3:38:17<45:32:58,  3.82s/it]
  7%|▋         | 3425/46302 [3:38:21<45:32:55,  3.82s/it]
  7%|▋         | 3426/46302 [3:38:25<45:32:27,  3.82s/it]
  7%|▋         | 3427/46302 [3:38:29<45:32:19,  3.82s/it]
  7%|▋         | 3428/46302 [3:38:33<45:31:58,  3.82s/it]
  7%|▋         | 3429/46302 [3:38:37<45:32:19,  3.82s/it]
  7%|▋         | 3430/46302 [3:38:40<45:32:31,  3.82s/it]
  7%|▋         | 3431/46302 [3:38:44<45:32:28,  3.82s/it]
  7%|▋         | 3432/46302 [3:38:48<45:32:25,  3.82s/it]
  7%|▋         | 3433/46302 [3:38:52<45:31:58,  3.82s/it]
  7%|▋         | 3434/46302 [3:38:56<45:30:41,  3.82s/it]
  7%|▋         | 3435/46302 [3:39:00<45:30:56,  3.82s/it]
  7%|▋         | 3436/46302 [3:39:03<45:32:19,  3.82s/it]
  7%|▋         | 3437/46302 [3:39:07<45:31:58,  3.82s/it]
  7%|▋         | 3438/46302 [3:39:11<45:32:06,  3.82s/it]
  7%|▋         | 3439/46302 [3:39:15<45:32:05,  3.82s/it]
  7%|▋         | 3440/46302 [3:39:19<45:32:28,  3.83s/it]
  7%|▋         | 3441/46302 [3:39:22<45:32:23,  3.83s/it]
  7%|▋         | 3442/46302 [3:39:26<45:32:05,  3.82s/it]
  7%|▋         | 3443/46302 [3:39:30<45:31:56,  3.82s/it]
  7%|▋         | 3444/46302 [3:39:34<45:29:34,  3.82s/it]
  7%|▋         | 3445/46302 [3:39:38<45:30:39,  3.82s/it]
  7%|▋         | 3446/46302 [3:39:42<45:31:00,  3.82s/it]
  7%|▋         | 3447/46302 [3:39:45<45:30:04,  3.82s/it]
  7%|▋         | 3448/46302 [3:39:49<45:30:43,  3.82s/it]
  7%|▋         | 3449/46302 [3:39:53<45:30:00,  3.82s/it]
  7%|▋         | 3450/46302 [3:39:57<45:30:10,  3.82s/it]
  7%|▋         | 3451/46302 [3:40:01<45:30:23,  3.82s/it]
  7%|▋         | 3452/46302 [3:40:05<45:30:34,  3.82s/it]
  7%|▋         | 3453/46302 [3:40:08<45:31:09,  3.82s/it]
  7%|▋         | 3454/46302 [3:40:12<45:31:02,  3.82s/it]
  7%|▋         | 3455/46302 [3:40:16<45:30:53,  3.82s/it]
  7%|▋         | 3456/46302 [3:40:20<45:30:55,  3.82s/it]
  7%|▋         | 3457/46302 [3:40:24<45:30:56,  3.82s/it]
  7%|▋         | 3458/46302 [3:40:27<45:31:15,  3.82s/it]
  7%|▋         | 3459/46302 [3:40:31<45:30:59,  3.82s/it]
  7%|▋         | 3460/46302 [3:40:35<45:31:08,  3.82s/it]
  7%|▋         | 3461/46302 [3:40:39<45:30:50,  3.82s/it]
  7%|▋         | 3462/46302 [3:40:43<45:30:57,  3.82s/it]
  7%|▋         | 3463/46302 [3:40:47<45:30:36,  3.82s/it]
  7%|▋         | 3464/46302 [3:40:50<45:31:01,  3.83s/it]
  7%|▋         | 3465/46302 [3:40:54<45:30:44,  3.82s/it]
  7%|▋         | 3466/46302 [3:40:58<45:30:14,  3.82s/it]
  7%|▋         | 3467/46302 [3:41:02<45:30:51,  3.83s/it]
  7%|▋         | 3468/46302 [3:41:06<45:31:03,  3.83s/it]
  7%|▋         | 3469/46302 [3:41:10<45:30:40,  3.83s/it]
  7%|▋         | 3470/46302 [3:41:13<45:30:34,  3.83s/it]
  7%|▋         | 3471/46302 [3:41:17<45:29:52,  3.82s/it]
  7%|▋         | 3472/46302 [3:41:21<45:29:37,  3.82s/it]
  8%|▊         | 3473/46302 [3:41:25<45:29:11,  3.82s/it]
  8%|▊         | 3474/46302 [3:41:29<45:29:02,  3.82s/it]
  8%|▊         | 3475/46302 [3:41:33<45:28:44,  3.82s/it]
  8%|▊         | 3476/46302 [3:41:36<45:28:27,  3.82s/it]
  8%|▊         | 3477/46302 [3:41:40<45:28:58,  3.82s/it]
  8%|▊         | 3478/46302 [3:41:44<45:29:38,  3.82s/it]
  8%|▊         | 3479/46302 [3:41:48<45:29:32,  3.82s/it]
  8%|▊         | 3480/46302 [3:41:52<45:29:49,  3.82s/it]
  8%|▊         | 3481/46302 [3:41:55<45:29:15,  3.82s/it]
  8%|▊         | 3482/46302 [3:41:59<45:29:01,  3.82s/it]
  8%|▊         | 3483/46302 [3:42:03<45:28:41,  3.82s/it]
  8%|▊         | 3484/46302 [3:42:07<45:28:33,  3.82s/it]
  8%|▊         | 3485/46302 [3:42:11<45:27:35,  3.82s/it]
  8%|▊         | 3486/46302 [3:42:15<45:27:28,  3.82s/it]
  8%|▊         | 3487/46302 [3:42:18<45:28:13,  3.82s/it]
  8%|▊         | 3488/46302 [3:42:22<45:28:16,  3.82s/it]
  8%|▊         | 3489/46302 [3:42:26<45:27:56,  3.82s/it]
  8%|▊         | 3490/46302 [3:42:30<45:28:34,  3.82s/it]
  8%|▊         | 3491/46302 [3:42:34<45:28:19,  3.82s/it]
  8%|▊         | 3492/46302 [3:42:38<45:28:54,  3.82s/it]
  8%|▊         | 3493/46302 [3:42:41<45:28:19,  3.82s/it]
  8%|▊         | 3494/46302 [3:42:45<45:28:01,  3.82s/it]
  8%|▊         | 3495/46302 [3:42:49<45:28:08,  3.82s/it]
  8%|▊         | 3496/46302 [3:42:53<45:28:01,  3.82s/it]
  8%|▊         | 3497/46302 [3:42:57<45:28:42,  3.82s/it]
  8%|▊         | 3498/46302 [3:43:00<45:29:01,  3.83s/it]
  8%|▊         | 3499/46302 [3:43:04<45:29:03,  3.83s/it]
  8%|▊         | 3500/46302 [3:43:08<45:28:20,  3.82s/it]
                                                         
{'loss': 3.7468, 'learning_rate': 0.00472407399231822, 'epoch': 0.08}

  8%|▊         | 3500/46302 [3:43:08<45:28:20,  3.82s/it]
  8%|▊         | 3501/46302 [3:43:12<45:29:27,  3.83s/it]
  8%|▊         | 3502/46302 [3:43:16<45:29:32,  3.83s/it]
  8%|▊         | 3503/46302 [3:43:20<45:29:10,  3.83s/it]
  8%|▊         | 3504/46302 [3:43:23<45:28:53,  3.83s/it]
  8%|▊         | 3505/46302 [3:43:27<45:28:48,  3.83s/it]
  8%|▊         | 3506/46302 [3:43:31<45:28:33,  3.83s/it]
  8%|▊         | 3507/46302 [3:43:35<45:27:59,  3.82s/it]
  8%|▊         | 3508/46302 [3:43:39<45:27:54,  3.82s/it]
  8%|▊         | 3509/46302 [3:43:43<45:27:34,  3.82s/it]
  8%|▊         | 3510/46302 [3:43:46<45:26:44,  3.82s/it]
  8%|▊         | 3511/46302 [3:43:50<45:26:43,  3.82s/it]
  8%|▊         | 3512/46302 [3:43:54<45:27:05,  3.82s/it]
  8%|▊         | 3513/46302 [3:43:58<45:27:48,  3.83s/it]
  8%|▊         | 3514/46302 [3:44:02<45:28:04,  3.83s/it]
  8%|▊         | 3515/46302 [3:44:05<45:27:48,  3.83s/it]
  8%|▊         | 3516/46302 [3:44:09<45:28:23,  3.83s/it]
  8%|▊         | 3517/46302 [3:44:13<45:28:10,  3.83s/it]
  8%|▊         | 3518/46302 [3:44:17<45:27:35,  3.83s/it]
  8%|▊         | 3519/46302 [3:44:21<45:26:59,  3.82s/it]
  8%|▊         | 3520/46302 [3:44:25<45:26:53,  3.82s/it]
  8%|▊         | 3521/46302 [3:44:28<45:26:43,  3.82s/it]
  8%|▊         | 3522/46302 [3:44:32<45:26:40,  3.82s/it]
  8%|▊         | 3523/46302 [3:44:36<45:26:17,  3.82s/it]
  8%|▊         | 3524/46302 [3:44:40<45:26:59,  3.82s/it]
  8%|▊         | 3525/46302 [3:44:44<45:26:10,  3.82s/it]
  8%|▊         | 3526/46302 [3:44:48<45:26:44,  3.82s/it]
  8%|▊         | 3527/46302 [3:44:51<45:26:51,  3.82s/it]
  8%|▊         | 3528/46302 [3:44:55<45:26:21,  3.82s/it]
  8%|▊         | 3529/46302 [3:44:59<45:27:03,  3.83s/it]
  8%|▊         | 3530/46302 [3:45:03<45:27:40,  3.83s/it]
  8%|▊         | 3531/46302 [3:45:07<45:27:43,  3.83s/it]
  8%|▊         | 3532/46302 [3:45:11<45:27:10,  3.83s/it]
  8%|▊         | 3533/46302 [3:45:14<45:26:44,  3.83s/it]
  8%|▊         | 3534/46302 [3:45:18<45:26:07,  3.82s/it]
  8%|▊         | 3535/46302 [3:45:22<45:25:51,  3.82s/it]
  8%|▊         | 3536/46302 [3:45:26<45:25:14,  3.82s/it]
  8%|▊         | 3537/46302 [3:45:30<45:25:25,  3.82s/it]
  8%|▊         | 3538/46302 [3:45:33<45:25:17,  3.82s/it]
  8%|▊         | 3539/46302 [3:45:37<45:25:19,  3.82s/it]
  8%|▊         | 3540/46302 [3:45:41<45:25:23,  3.82s/it]
  8%|▊         | 3541/46302 [3:45:45<45:25:16,  3.82s/it]
  8%|▊         | 3542/46302 [3:45:49<45:24:58,  3.82s/it]
  8%|▊         | 3543/46302 [3:45:53<45:25:03,  3.82s/it]
  8%|▊         | 3544/46302 [3:45:56<45:25:27,  3.82s/it]
  8%|▊         | 3545/46302 [3:46:00<45:25:24,  3.82s/it]
  8%|▊         | 3546/46302 [3:46:04<45:25:16,  3.82s/it]
  8%|▊         | 3547/46302 [3:46:08<45:25:34,  3.82s/it]
  8%|▊         | 3548/46302 [3:46:12<45:25:20,  3.82s/it]
  8%|▊         | 3549/46302 [3:46:16<45:25:12,  3.82s/it]
  8%|▊         | 3550/46302 [3:46:19<45:25:41,  3.83s/it]
  8%|▊         | 3551/46302 [3:46:23<45:27:03,  3.83s/it]
  8%|▊         | 3552/46302 [3:46:27<45:26:12,  3.83s/it]
  8%|▊         | 3553/46302 [3:46:31<45:26:23,  3.83s/it]
  8%|▊         | 3554/46302 [3:46:35<45:26:15,  3.83s/it]
  8%|▊         | 3555/46302 [3:46:38<45:25:45,  3.83s/it]
  8%|▊         | 3556/46302 [3:46:42<45:24:52,  3.82s/it]
  8%|▊         | 3557/46302 [3:46:46<45:25:17,  3.83s/it]
  8%|▊         | 3558/46302 [3:46:50<45:24:16,  3.82s/it]
  8%|▊         | 3559/46302 [3:46:54<45:24:29,  3.82s/it]
  8%|▊         | 3560/46302 [3:46:58<45:24:56,  3.83s/it]
  8%|▊         | 3561/46302 [3:47:01<45:24:54,  3.83s/it]
  8%|▊         | 3562/46302 [3:47:05<45:24:17,  3.82s/it]
  8%|▊         | 3563/46302 [3:47:09<45:23:25,  3.82s/it]
  8%|▊         | 3564/46302 [3:47:13<45:23:42,  3.82s/it]
  8%|▊         | 3565/46302 [3:47:17<45:24:30,  3.83s/it]
  8%|▊         | 3566/46302 [3:47:21<45:24:33,  3.83s/it]
  8%|▊         | 3567/46302 [3:47:24<45:24:40,  3.83s/it]
  8%|▊         | 3568/46302 [3:47:28<45:24:25,  3.83s/it]
  8%|▊         | 3569/46302 [3:47:32<45:25:16,  3.83s/it]
  8%|▊         | 3570/46302 [3:47:36<45:25:01,  3.83s/it]
  8%|▊         | 3571/46302 [3:47:40<45:24:39,  3.83s/it]
  8%|▊         | 3572/46302 [3:47:44<45:23:55,  3.82s/it]
  8%|▊         | 3573/46302 [3:47:47<45:24:19,  3.83s/it]
  8%|▊         | 3574/46302 [3:47:51<45:23:16,  3.82s/it]
  8%|▊         | 3575/46302 [3:47:55<45:23:38,  3.82s/it]
  8%|▊         | 3576/46302 [3:47:59<45:23:19,  3.82s/it]
  8%|▊         | 3577/46302 [3:48:03<45:24:01,  3.83s/it]
  8%|▊         | 3578/46302 [3:48:06<45:23:28,  3.82s/it]
  8%|▊         | 3579/46302 [3:48:10<45:23:29,  3.82s/it]
  8%|▊         | 3580/46302 [3:48:14<45:23:26,  3.82s/it]
  8%|▊         | 3581/46302 [3:48:18<45:23:43,  3.83s/it]
  8%|▊         | 3582/46302 [3:48:22<45:24:02,  3.83s/it]
  8%|▊         | 3583/46302 [3:48:26<45:24:03,  3.83s/it]
  8%|▊         | 3584/46302 [3:48:29<45:23:16,  3.82s/it]
  8%|▊         | 3585/46302 [3:48:33<45:23:40,  3.83s/it]
  8%|▊         | 3586/46302 [3:48:37<45:23:03,  3.82s/it]
  8%|▊         | 3587/46302 [3:48:41<45:22:49,  3.82s/it]
  8%|▊         | 3588/46302 [3:48:45<45:22:47,  3.82s/it]
  8%|▊         | 3589/46302 [3:48:49<45:23:41,  3.83s/it]
  8%|▊         | 3590/46302 [3:48:52<45:22:45,  3.82s/it]
  8%|▊         | 3591/46302 [3:48:56<45:22:24,  3.82s/it]
  8%|▊         | 3592/46302 [3:49:00<45:22:01,  3.82s/it]
  8%|▊         | 3593/46302 [3:49:04<45:23:12,  3.83s/it]
  8%|▊         | 3594/46302 [3:49:08<45:22:44,  3.83s/it]
  8%|▊         | 3595/46302 [3:49:11<45:22:27,  3.82s/it]
  8%|▊         | 3596/46302 [3:49:15<45:22:15,  3.82s/it]
  8%|▊         | 3597/46302 [3:49:19<45:22:03,  3.82s/it]
  8%|▊         | 3598/46302 [3:49:23<45:22:13,  3.82s/it]
  8%|▊         | 3599/46302 [3:49:27<45:21:30,  3.82s/it]
  8%|▊         | 3600/46302 [3:49:31<45:21:28,  3.82s/it]
  8%|▊         | 3601/46302 [3:49:34<45:21:57,  3.82s/it]
  8%|▊         | 3602/46302 [3:49:38<45:21:15,  3.82s/it]
  8%|▊         | 3603/46302 [3:49:42<45:21:45,  3.82s/it]
  8%|▊         | 3604/46302 [3:49:46<45:21:23,  3.82s/it]
  8%|▊         | 3605/46302 [3:49:50<45:20:53,  3.82s/it]
  8%|▊         | 3606/46302 [3:49:54<45:20:23,  3.82s/it]
  8%|▊         | 3607/46302 [3:49:57<45:19:23,  3.82s/it]
  8%|▊         | 3608/46302 [3:50:01<45:19:10,  3.82s/it]
  8%|▊         | 3609/46302 [3:50:05<45:18:53,  3.82s/it]
  8%|▊         | 3610/46302 [3:50:09<45:19:31,  3.82s/it]
  8%|▊         | 3611/46302 [3:50:13<45:19:06,  3.82s/it]
  8%|▊         | 3612/46302 [3:50:16<45:18:50,  3.82s/it]
  8%|▊         | 3613/46302 [3:50:20<45:19:31,  3.82s/it]
  8%|▊         | 3614/46302 [3:50:24<45:19:45,  3.82s/it]
  8%|▊         | 3615/46302 [3:50:28<45:19:02,  3.82s/it]
  8%|▊         | 3616/46302 [3:50:32<45:19:16,  3.82s/it]
  8%|▊         | 3617/46302 [3:50:36<45:19:08,  3.82s/it]
  8%|▊         | 3618/46302 [3:50:39<45:19:39,  3.82s/it]
  8%|▊         | 3619/46302 [3:50:43<45:19:35,  3.82s/it]
  8%|▊         | 3620/46302 [3:50:47<45:19:28,  3.82s/it]
  8%|▊         | 3621/46302 [3:50:51<45:20:41,  3.82s/it]
  8%|▊         | 3622/46302 [3:50:55<45:20:17,  3.82s/it]
  8%|▊         | 3623/46302 [3:50:59<45:20:01,  3.82s/it]
  8%|▊         | 3624/46302 [3:51:02<45:19:25,  3.82s/it]
  8%|▊         | 3625/46302 [3:51:06<45:19:11,  3.82s/it]
  8%|▊         | 3626/46302 [3:51:10<45:18:50,  3.82s/it]
  8%|▊         | 3627/46302 [3:51:14<45:18:28,  3.82s/it]
  8%|▊         | 3628/46302 [3:51:18<45:18:10,  3.82s/it]
  8%|▊         | 3629/46302 [3:51:21<45:18:22,  3.82s/it]
  8%|▊         | 3630/46302 [3:51:25<45:18:25,  3.82s/it]
  8%|▊         | 3631/46302 [3:51:29<45:18:07,  3.82s/it]
  8%|▊         | 3632/46302 [3:51:33<45:18:07,  3.82s/it]
  8%|▊         | 3633/46302 [3:51:37<45:18:06,  3.82s/it]
  8%|▊         | 3634/46302 [3:51:41<45:18:01,  3.82s/it]
  8%|▊         | 3635/46302 [3:51:44<45:17:55,  3.82s/it]
  8%|▊         | 3636/46302 [3:51:48<45:17:23,  3.82s/it]
  8%|▊         | 3637/46302 [3:51:52<45:17:29,  3.82s/it]
  8%|▊         | 3638/46302 [3:51:56<45:16:33,  3.82s/it]
  8%|▊         | 3639/46302 [3:52:00<45:16:56,  3.82s/it]
  8%|▊         | 3640/46302 [3:52:03<45:16:43,  3.82s/it]
  8%|▊         | 3641/46302 [3:52:07<45:16:57,  3.82s/it]
  8%|▊         | 3642/46302 [3:52:11<45:17:11,  3.82s/it]
  8%|▊         | 3643/46302 [3:52:15<45:18:01,  3.82s/it]
  8%|▊         | 3644/46302 [3:52:19<45:18:30,  3.82s/it]
  8%|▊         | 3645/46302 [3:52:23<45:18:39,  3.82s/it]
  8%|▊         | 3646/46302 [3:52:26<45:18:37,  3.82s/it]
  8%|▊         | 3647/46302 [3:52:30<45:18:30,  3.82s/it]
  8%|▊         | 3648/46302 [3:52:34<45:18:15,  3.82s/it]
  8%|▊         | 3649/46302 [3:52:38<45:17:31,  3.82s/it]
  8%|▊         | 3650/46302 [3:52:42<45:17:23,  3.82s/it]
  8%|▊         | 3651/46302 [3:52:46<45:17:53,  3.82s/it]
  8%|▊         | 3652/46302 [3:52:49<45:17:39,  3.82s/it]
  8%|▊         | 3653/46302 [3:52:53<45:16:43,  3.82s/it]
  8%|▊         | 3654/46302 [3:52:57<45:16:35,  3.82s/it]
  8%|▊         | 3655/46302 [3:53:01<45:17:04,  3.82s/it]
  8%|▊         | 3656/46302 [3:53:05<45:17:13,  3.82s/it]
  8%|▊         | 3657/46302 [3:53:08<45:17:16,  3.82s/it]
  8%|▊         | 3658/46302 [3:53:12<45:16:27,  3.82s/it]
  8%|▊         | 3659/46302 [3:53:16<45:16:30,  3.82s/it]
  8%|▊         | 3660/46302 [3:53:20<45:16:46,  3.82s/it]
  8%|▊         | 3661/46302 [3:53:24<45:17:08,  3.82s/it]
  8%|▊         | 3662/46302 [3:53:28<45:17:51,  3.82s/it]
  8%|▊         | 3663/46302 [3:53:31<45:17:40,  3.82s/it]
  8%|▊         | 3664/46302 [3:53:35<45:17:09,  3.82s/it]
  8%|▊         | 3665/46302 [3:53:39<45:16:49,  3.82s/it]
  8%|▊         | 3666/46302 [3:53:43<45:16:45,  3.82s/it]
  8%|▊         | 3667/46302 [3:53:47<45:16:49,  3.82s/it]
  8%|▊         | 3668/46302 [3:53:51<45:16:50,  3.82s/it]
  8%|▊         | 3669/46302 [3:53:54<45:16:52,  3.82s/it]
  8%|▊         | 3670/46302 [3:53:58<45:17:15,  3.82s/it]
  8%|▊         | 3671/46302 [3:54:02<45:17:01,  3.82s/it]
  8%|▊         | 3672/46302 [3:54:06<45:16:45,  3.82s/it]
  8%|▊         | 3673/46302 [3:54:10<45:16:27,  3.82s/it]
  8%|▊         | 3674/46302 [3:54:13<45:16:21,  3.82s/it]
  8%|▊         | 3675/46302 [3:54:17<45:16:52,  3.82s/it]
  8%|▊         | 3676/46302 [3:54:21<45:15:51,  3.82s/it]
  8%|▊         | 3677/46302 [3:54:25<45:16:07,  3.82s/it]
  8%|▊         | 3678/46302 [3:54:29<45:16:35,  3.82s/it]
  8%|▊         | 3679/46302 [3:54:33<45:16:55,  3.82s/it]
  8%|▊         | 3680/46302 [3:54:36<45:16:41,  3.82s/it]
  8%|▊         | 3681/46302 [3:54:40<45:17:04,  3.82s/it]
  8%|▊         | 3682/46302 [3:54:44<45:16:44,  3.82s/it]
  8%|▊         | 3683/46302 [3:54:48<45:16:47,  3.82s/it]
  8%|▊         | 3684/46302 [3:54:52<45:16:49,  3.82s/it]
  8%|▊         | 3685/46302 [3:54:56<45:16:19,  3.82s/it]
  8%|▊         | 3686/46302 [3:54:59<45:14:53,  3.82s/it]
  8%|▊         | 3687/46302 [3:55:03<45:14:54,  3.82s/it]
  8%|▊         | 3688/46302 [3:55:07<45:15:24,  3.82s/it]
  8%|▊         | 3689/46302 [3:55:11<45:14:57,  3.82s/it]
  8%|▊         | 3690/46302 [3:55:15<45:15:19,  3.82s/it]
  8%|▊         | 3691/46302 [3:55:18<45:16:11,  3.82s/it]
  8%|▊         | 3692/46302 [3:55:22<45:15:48,  3.82s/it]
  8%|▊         | 3693/46302 [3:55:26<45:15:48,  3.82s/it]
  8%|▊         | 3694/46302 [3:55:30<45:14:50,  3.82s/it]
  8%|▊         | 3695/46302 [3:55:34<45:15:26,  3.82s/it]
  8%|▊         | 3696/46302 [3:55:38<45:15:42,  3.82s/it]
  8%|▊         | 3697/46302 [3:55:41<45:15:26,  3.82s/it]
  8%|▊         | 3698/46302 [3:55:45<45:14:37,  3.82s/it]
  8%|▊         | 3699/46302 [3:55:49<45:14:36,  3.82s/it]
  8%|▊         | 3700/46302 [3:55:53<45:14:56,  3.82s/it]
  8%|▊         | 3701/46302 [3:55:57<45:14:42,  3.82s/it]
  8%|▊         | 3702/46302 [3:56:01<45:14:00,  3.82s/it]
  8%|▊         | 3703/46302 [3:56:04<45:13:15,  3.82s/it]
  8%|▊         | 3704/46302 [3:56:08<45:13:23,  3.82s/it]
  8%|▊         | 3705/46302 [3:56:12<45:14:04,  3.82s/it]
  8%|▊         | 3706/46302 [3:56:16<45:13:56,  3.82s/it]
  8%|▊         | 3707/46302 [3:56:20<45:14:07,  3.82s/it]
  8%|▊         | 3708/46302 [3:56:23<45:13:43,  3.82s/it]
  8%|▊         | 3709/46302 [3:56:27<45:14:10,  3.82s/it]
  8%|▊         | 3710/46302 [3:56:31<45:14:13,  3.82s/it]
  8%|▊         | 3711/46302 [3:56:35<45:14:16,  3.82s/it]
  8%|▊         | 3712/46302 [3:56:39<45:13:02,  3.82s/it]
  8%|▊         | 3713/46302 [3:56:43<45:13:21,  3.82s/it]
  8%|▊         | 3714/46302 [3:56:46<45:12:50,  3.82s/it]
  8%|▊         | 3715/46302 [3:56:50<45:13:16,  3.82s/it]
  8%|▊         | 3716/46302 [3:56:54<45:13:52,  3.82s/it]
  8%|▊         | 3717/46302 [3:56:58<45:14:11,  3.82s/it]
  8%|▊         | 3718/46302 [3:57:02<45:14:19,  3.82s/it]
  8%|▊         | 3719/46302 [3:57:06<45:14:15,  3.82s/it]
  8%|▊         | 3720/46302 [3:57:09<45:14:02,  3.82s/it]
  8%|▊         | 3721/46302 [3:57:13<45:10:55,  3.82s/it]
  8%|▊         | 3722/46302 [3:57:17<45:11:49,  3.82s/it]
  8%|▊         | 3723/46302 [3:57:21<45:12:24,  3.82s/it]
  8%|▊         | 3724/46302 [3:57:25<45:11:23,  3.82s/it]
  8%|▊         | 3725/46302 [3:57:28<45:11:21,  3.82s/it]
  8%|▊         | 3726/46302 [3:57:32<45:12:11,  3.82s/it]
  8%|▊         | 3727/46302 [3:57:36<45:12:23,  3.82s/it]
  8%|▊         | 3728/46302 [3:57:40<45:12:23,  3.82s/it]
  8%|▊         | 3729/46302 [3:57:44<45:12:26,  3.82s/it]
  8%|▊         | 3730/46302 [3:57:48<45:12:32,  3.82s/it]
  8%|▊         | 3731/46302 [3:57:51<45:11:15,  3.82s/it]
  8%|▊         | 3732/46302 [3:57:55<45:11:39,  3.82s/it]
  8%|▊         | 3733/46302 [3:57:59<45:11:48,  3.82s/it]
  8%|▊         | 3734/46302 [3:58:03<45:11:43,  3.82s/it]
  8%|▊         | 3735/46302 [3:58:07<45:11:06,  3.82s/it]
  8%|▊         | 3736/46302 [3:58:11<45:11:18,  3.82s/it]
  8%|▊         | 3737/46302 [3:58:14<45:11:36,  3.82s/it]
  8%|▊         | 3738/46302 [3:58:18<45:11:27,  3.82s/it]
  8%|▊         | 3739/46302 [3:58:22<45:11:19,  3.82s/it]
  8%|▊         | 3740/46302 [3:58:26<45:11:13,  3.82s/it]
  8%|▊         | 3741/46302 [3:58:30<45:09:23,  3.82s/it]
  8%|▊         | 3742/46302 [3:58:33<45:09:44,  3.82s/it]
  8%|▊         | 3743/46302 [3:58:37<45:10:24,  3.82s/it]
  8%|▊         | 3744/46302 [3:58:41<45:11:08,  3.82s/it]
  8%|▊         | 3745/46302 [3:58:45<45:11:09,  3.82s/it]
  8%|▊         | 3746/46302 [3:58:49<45:11:11,  3.82s/it]
  8%|▊         | 3747/46302 [3:58:53<45:11:21,  3.82s/it]
  8%|▊         | 3748/46302 [3:58:56<45:11:31,  3.82s/it]
  8%|▊         | 3749/46302 [3:59:00<45:11:21,  3.82s/it]
  8%|▊         | 3750/46302 [3:59:04<45:11:33,  3.82s/it]
  8%|▊         | 3751/46302 [3:59:08<45:11:41,  3.82s/it]
  8%|▊         | 3752/46302 [3:59:12<45:11:14,  3.82s/it]
  8%|▊         | 3753/46302 [3:59:15<45:11:56,  3.82s/it]
  8%|▊         | 3754/46302 [3:59:19<45:12:06,  3.82s/it]
  8%|▊         | 3755/46302 [3:59:23<45:10:53,  3.82s/it]
  8%|▊         | 3756/46302 [3:59:27<45:11:23,  3.82s/it]
  8%|▊         | 3757/46302 [3:59:31<45:12:29,  3.83s/it]
  8%|▊         | 3758/46302 [3:59:35<45:12:42,  3.83s/it]
  8%|▊         | 3759/46302 [3:59:38<45:11:34,  3.82s/it]
  8%|▊         | 3760/46302 [3:59:42<45:11:23,  3.82s/it]
  8%|▊         | 3761/46302 [3:59:46<45:11:09,  3.82s/it]
  8%|▊         | 3762/46302 [3:59:50<45:11:05,  3.82s/it]
  8%|▊         | 3763/46302 [3:59:54<45:11:21,  3.82s/it]
  8%|▊         | 3764/46302 [3:59:58<45:11:37,  3.82s/it]
  8%|▊         | 3765/46302 [4:00:01<45:11:06,  3.82s/it]
  8%|▊         | 3766/46302 [4:00:05<45:10:28,  3.82s/it]
  8%|▊         | 3767/46302 [4:00:09<45:11:01,  3.82s/it]
  8%|▊         | 3768/46302 [4:00:13<45:10:19,  3.82s/it]
  8%|▊         | 3769/46302 [4:00:17<45:10:34,  3.82s/it]
  8%|▊         | 3770/46302 [4:00:21<45:10:38,  3.82s/it]
  8%|▊         | 3771/46302 [4:00:24<45:10:45,  3.82s/it]
  8%|▊         | 3772/46302 [4:00:28<45:10:25,  3.82s/it]
  8%|▊         | 3773/46302 [4:00:32<45:10:09,  3.82s/it]
  8%|▊         | 3774/46302 [4:00:36<45:09:51,  3.82s/it]
  8%|▊         | 3775/46302 [4:00:40<45:10:26,  3.82s/it]
  8%|▊         | 3776/46302 [4:00:43<45:10:20,  3.82s/it]
  8%|▊         | 3777/46302 [4:00:47<45:09:56,  3.82s/it]
  8%|▊         | 3778/46302 [4:00:51<45:09:57,  3.82s/it]
  8%|▊         | 3779/46302 [4:00:55<45:09:51,  3.82s/it]
  8%|▊         | 3780/46302 [4:00:59<45:09:46,  3.82s/it]
  8%|▊         | 3781/46302 [4:01:03<45:09:37,  3.82s/it]
  8%|▊         | 3782/46302 [4:01:06<45:09:51,  3.82s/it]
  8%|▊         | 3783/46302 [4:01:10<45:10:00,  3.82s/it]
  8%|▊         | 3784/46302 [4:01:14<45:10:44,  3.83s/it]
  8%|▊         | 3785/46302 [4:01:18<45:10:31,  3.83s/it]
  8%|▊         | 3786/46302 [4:01:22<45:10:30,  3.83s/it]
  8%|▊         | 3787/46302 [4:01:26<45:09:56,  3.82s/it]
  8%|▊         | 3788/46302 [4:01:29<45:09:42,  3.82s/it]
  8%|▊         | 3789/46302 [4:01:33<45:09:58,  3.82s/it]
  8%|▊         | 3790/46302 [4:01:37<45:09:44,  3.82s/it]
  8%|▊         | 3791/46302 [4:01:41<45:09:06,  3.82s/it]
  8%|▊         | 3792/46302 [4:01:45<45:08:48,  3.82s/it]
  8%|▊         | 3793/46302 [4:01:48<45:07:33,  3.82s/it]
  8%|▊         | 3794/46302 [4:01:52<45:08:07,  3.82s/it]
  8%|▊         | 3795/46302 [4:01:56<45:08:01,  3.82s/it]
  8%|▊         | 3796/46302 [4:02:00<45:08:07,  3.82s/it]
  8%|▊         | 3797/46302 [4:02:04<45:09:26,  3.82s/it]
  8%|▊         | 3798/46302 [4:02:08<45:08:43,  3.82s/it]
  8%|▊         | 3799/46302 [4:02:11<45:08:24,  3.82s/it]
  8%|▊         | 3800/46302 [4:02:15<45:08:01,  3.82s/it]
  8%|▊         | 3801/46302 [4:02:19<45:08:14,  3.82s/it]
  8%|▊         | 3802/46302 [4:02:23<45:08:34,  3.82s/it]
  8%|▊         | 3803/46302 [4:02:27<45:08:36,  3.82s/it]
  8%|▊         | 3804/46302 [4:02:31<45:08:57,  3.82s/it]
  8%|▊         | 3805/46302 [4:02:34<45:09:37,  3.83s/it]
  8%|▊         | 3806/46302 [4:02:38<45:08:56,  3.82s/it]
  8%|▊         | 3807/46302 [4:02:42<45:09:14,  3.83s/it]
  8%|▊         | 3808/46302 [4:02:46<45:08:48,  3.82s/it]
  8%|▊         | 3809/46302 [4:02:50<45:09:07,  3.83s/it]
  8%|▊         | 3810/46302 [4:02:53<45:09:14,  3.83s/it]
  8%|▊         | 3811/46302 [4:02:57<45:08:59,  3.83s/it]
  8%|▊         | 3812/46302 [4:03:01<45:08:05,  3.82s/it]
  8%|▊         | 3813/46302 [4:03:05<45:08:38,  3.82s/it]
  8%|▊         | 3814/46302 [4:03:09<45:08:46,  3.83s/it]
  8%|▊         | 3815/46302 [4:03:13<45:09:01,  3.83s/it]
  8%|▊         | 3816/46302 [4:03:16<45:08:39,  3.83s/it]
  8%|▊         | 3817/46302 [4:03:20<45:08:27,  3.83s/it]
  8%|▊         | 3818/46302 [4:03:24<45:08:16,  3.82s/it]
  8%|▊         | 3819/46302 [4:03:28<45:07:44,  3.82s/it]
  8%|▊         | 3820/46302 [4:03:32<45:07:21,  3.82s/it]
  8%|▊         | 3821/46302 [4:03:36<45:07:19,  3.82s/it]
  8%|▊         | 3822/46302 [4:03:39<45:07:16,  3.82s/it]
  8%|▊         | 3823/46302 [4:03:43<45:07:13,  3.82s/it]
  8%|▊         | 3824/46302 [4:03:47<45:06:39,  3.82s/it]
  8%|▊         | 3825/46302 [4:03:51<45:05:33,  3.82s/it]
  8%|▊         | 3826/46302 [4:03:55<45:05:26,  3.82s/it]
  8%|▊         | 3827/46302 [4:03:58<45:05:36,  3.82s/it]
  8%|▊         | 3828/46302 [4:04:02<45:05:58,  3.82s/it]
  8%|▊         | 3829/46302 [4:04:06<45:05:46,  3.82s/it]
  8%|▊         | 3830/46302 [4:04:10<45:06:01,  3.82s/it]
  8%|▊         | 3831/46302 [4:04:14<45:06:16,  3.82s/it]
  8%|▊         | 3832/46302 [4:04:18<45:06:25,  3.82s/it]
  8%|▊         | 3833/46302 [4:04:21<45:06:29,  3.82s/it]
  8%|▊         | 3834/46302 [4:04:25<45:06:02,  3.82s/it]
  8%|▊         | 3835/46302 [4:04:29<45:05:48,  3.82s/it]
  8%|▊         | 3836/46302 [4:04:33<45:05:40,  3.82s/it]
  8%|▊         | 3837/46302 [4:04:37<45:05:53,  3.82s/it]
  8%|▊         | 3838/46302 [4:04:41<45:05:32,  3.82s/it]
  8%|▊         | 3839/46302 [4:04:44<45:05:37,  3.82s/it]
  8%|▊         | 3840/46302 [4:04:48<45:05:56,  3.82s/it]
  8%|▊         | 3841/46302 [4:04:52<45:05:50,  3.82s/it]
  8%|▊         | 3842/46302 [4:04:56<45:06:24,  3.82s/it]
  8%|▊         | 3843/46302 [4:05:00<45:05:37,  3.82s/it]
  8%|▊         | 3844/46302 [4:05:03<45:04:59,  3.82s/it]
  8%|▊         | 3845/46302 [4:05:07<45:05:06,  3.82s/it]
  8%|▊         | 3846/46302 [4:05:11<45:04:20,  3.82s/it]
  8%|▊         | 3847/46302 [4:05:15<45:04:02,  3.82s/it]
  8%|▊         | 3848/46302 [4:05:19<45:04:26,  3.82s/it]
  8%|▊         | 3849/46302 [4:05:23<45:03:54,  3.82s/it]
  8%|▊         | 3850/46302 [4:05:26<45:04:26,  3.82s/it]
  8%|▊         | 3851/46302 [4:05:30<45:04:49,  3.82s/it]
  8%|▊         | 3852/46302 [4:05:34<45:05:20,  3.82s/it]
  8%|▊         | 3853/46302 [4:05:38<45:05:25,  3.82s/it]
  8%|▊         | 3854/46302 [4:05:42<45:04:13,  3.82s/it]
  8%|▊         | 3855/46302 [4:05:46<45:04:15,  3.82s/it]
  8%|▊         | 3856/46302 [4:05:49<45:04:49,  3.82s/it]
  8%|▊         | 3857/46302 [4:05:53<45:04:59,  3.82s/it]
  8%|▊         | 3858/46302 [4:05:57<45:05:17,  3.82s/it]
  8%|▊         | 3859/46302 [4:06:01<45:05:20,  3.82s/it]
  8%|▊         | 3860/46302 [4:06:05<45:04:45,  3.82s/it]
  8%|▊         | 3861/46302 [4:06:08<45:05:15,  3.82s/it]
  8%|▊         | 3862/46302 [4:06:12<45:04:41,  3.82s/it]
  8%|▊         | 3863/46302 [4:06:16<45:04:37,  3.82s/it]
  8%|▊         | 3864/46302 [4:06:20<45:04:28,  3.82s/it]
  8%|▊         | 3865/46302 [4:06:24<45:04:48,  3.82s/it]
  8%|▊         | 3866/46302 [4:06:28<45:04:40,  3.82s/it]
  8%|▊         | 3867/46302 [4:06:31<45:04:33,  3.82s/it]
  8%|▊         | 3868/46302 [4:06:35<45:05:08,  3.82s/it]
  8%|▊         | 3869/46302 [4:06:39<45:04:54,  3.82s/it]
  8%|▊         | 3870/46302 [4:06:43<45:04:39,  3.82s/it]
  8%|▊         | 3871/46302 [4:06:47<45:04:49,  3.82s/it]
  8%|▊         | 3872/46302 [4:06:51<45:03:19,  3.82s/it]
  8%|▊         | 3873/46302 [4:06:54<45:03:35,  3.82s/it]
  8%|▊         | 3874/46302 [4:06:58<45:03:45,  3.82s/it]
  8%|▊         | 3875/46302 [4:07:02<45:03:50,  3.82s/it]
  8%|▊         | 3876/46302 [4:07:06<45:03:33,  3.82s/it]
  8%|▊         | 3877/46302 [4:07:10<45:03:54,  3.82s/it]
  8%|▊         | 3878/46302 [4:07:13<45:04:42,  3.83s/it]
  8%|▊         | 3879/46302 [4:07:17<45:05:13,  3.83s/it]
  8%|▊         | 3880/46302 [4:07:21<45:04:40,  3.83s/it]
  8%|▊         | 3881/46302 [4:07:25<45:04:10,  3.82s/it]
  8%|▊         | 3882/46302 [4:07:29<45:04:03,  3.82s/it]
  8%|▊         | 3883/46302 [4:07:33<45:04:10,  3.82s/it]
  8%|▊         | 3884/46302 [4:07:36<45:03:42,  3.82s/it]
  8%|▊         | 3885/46302 [4:07:40<45:04:05,  3.83s/it]
  8%|▊         | 3886/46302 [4:07:44<45:03:41,  3.82s/it]
  8%|▊         | 3887/46302 [4:07:48<45:03:45,  3.82s/it]
  8%|▊         | 3888/46302 [4:07:52<45:02:59,  3.82s/it]
  8%|▊         | 3889/46302 [4:07:56<45:03:26,  3.82s/it]
  8%|▊         | 3890/46302 [4:07:59<45:03:42,  3.82s/it]
  8%|▊         | 3891/46302 [4:08:03<45:03:09,  3.82s/it]
  8%|▊         | 3892/46302 [4:08:07<45:02:06,  3.82s/it]
  8%|▊         | 3893/46302 [4:08:11<45:03:04,  3.82s/it]
  8%|▊         | 3894/46302 [4:08:15<45:03:10,  3.82s/it]
  8%|▊         | 3895/46302 [4:08:18<45:03:14,  3.82s/it]
  8%|▊         | 3896/46302 [4:08:22<45:03:28,  3.83s/it]
  8%|▊         | 3897/46302 [4:08:26<45:03:00,  3.82s/it]
  8%|▊         | 3898/46302 [4:08:30<45:03:15,  3.82s/it]
  8%|▊         | 3899/46302 [4:08:34<45:02:49,  3.82s/it]
  8%|▊         | 3900/46302 [4:08:38<45:03:01,  3.82s/it]
  8%|▊         | 3901/46302 [4:08:41<45:02:41,  3.82s/it]
  8%|▊         | 3902/46302 [4:08:45<45:02:10,  3.82s/it]
  8%|▊         | 3903/46302 [4:08:49<45:02:14,  3.82s/it]
  8%|▊         | 3904/46302 [4:08:53<45:02:18,  3.82s/it]
  8%|▊         | 3905/46302 [4:08:57<45:01:57,  3.82s/it]
  8%|▊         | 3906/46302 [4:09:01<45:02:24,  3.82s/it]
  8%|▊         | 3907/46302 [4:09:04<45:01:23,  3.82s/it]
  8%|▊         | 3908/46302 [4:09:08<45:01:13,  3.82s/it]
  8%|▊         | 3909/46302 [4:09:12<45:01:20,  3.82s/it]
  8%|▊         | 3910/46302 [4:09:16<45:01:27,  3.82s/it]
  8%|▊         | 3911/46302 [4:09:20<45:02:04,  3.82s/it]
  8%|▊         | 3912/46302 [4:09:23<45:02:07,  3.82s/it]
  8%|▊         | 3913/46302 [4:09:27<45:01:59,  3.82s/it]
  8%|▊         | 3914/46302 [4:09:31<45:01:36,  3.82s/it]
  8%|▊         | 3915/46302 [4:09:35<45:01:20,  3.82s/it]
  8%|▊         | 3916/46302 [4:09:39<45:01:13,  3.82s/it]
  8%|▊         | 3917/46302 [4:09:43<45:01:31,  3.82s/it]
  8%|▊         | 3918/46302 [4:09:46<45:00:35,  3.82s/it]
  8%|▊         | 3919/46302 [4:09:50<45:00:49,  3.82s/it]
  8%|▊         | 3920/46302 [4:09:54<45:01:04,  3.82s/it]
  8%|▊         | 3921/46302 [4:09:58<45:00:26,  3.82s/it]
  8%|▊         | 3922/46302 [4:10:02<45:00:25,  3.82s/it]
  8%|▊         | 3923/46302 [4:10:06<45:00:33,  3.82s/it]
  8%|▊         | 3924/46302 [4:10:09<45:00:08,  3.82s/it]
  8%|▊         | 3925/46302 [4:10:13<45:00:06,  3.82s/it]
  8%|▊         | 3926/46302 [4:10:17<45:00:00,  3.82s/it]
  8%|▊         | 3927/46302 [4:10:21<45:00:02,  3.82s/it]
  8%|▊         | 3928/46302 [4:10:25<44:59:37,  3.82s/it]
  8%|▊         | 3929/46302 [4:10:28<44:59:35,  3.82s/it]
  8%|▊         | 3930/46302 [4:10:32<45:00:14,  3.82s/it]
  8%|▊         | 3931/46302 [4:10:36<45:00:57,  3.82s/it]
  8%|▊         | 3932/46302 [4:10:40<44:59:39,  3.82s/it]
  8%|▊         | 3933/46302 [4:10:44<44:59:28,  3.82s/it]
  8%|▊         | 3934/46302 [4:10:48<44:59:00,  3.82s/it]
  8%|▊         | 3935/46302 [4:10:51<44:59:31,  3.82s/it]
  9%|▊         | 3936/46302 [4:10:55<44:59:14,  3.82s/it]
  9%|▊         | 3937/46302 [4:10:59<44:59:04,  3.82s/it]
  9%|▊         | 3938/46302 [4:11:03<44:58:44,  3.82s/it]
  9%|▊         | 3939/46302 [4:11:07<44:59:32,  3.82s/it]
  9%|▊         | 3940/46302 [4:11:11<44:59:46,  3.82s/it]
  9%|▊         | 3941/46302 [4:11:14<44:59:04,  3.82s/it]
  9%|▊         | 3942/46302 [4:11:18<44:59:22,  3.82s/it]
  9%|▊         | 3943/46302 [4:11:22<44:59:35,  3.82s/it]
  9%|▊         | 3944/46302 [4:11:26<45:00:19,  3.83s/it]
  9%|▊         | 3945/46302 [4:11:30<45:00:31,  3.83s/it]
  9%|▊         | 3946/46302 [4:11:34<45:00:51,  3.83s/it]
  9%|▊         | 3947/46302 [4:11:37<45:00:13,  3.83s/it]
  9%|▊         | 3948/46302 [4:11:41<44:59:20,  3.82s/it]
  9%|▊         | 3949/46302 [4:11:45<44:59:23,  3.82s/it]
  9%|▊         | 3950/46302 [4:11:49<44:59:09,  3.82s/it]
  9%|▊         | 3951/46302 [4:11:53<44:59:10,  3.82s/it]
  9%|▊         | 3952/46302 [4:11:56<44:58:46,  3.82s/it]
  9%|▊         | 3953/46302 [4:12:00<44:58:58,  3.82s/it]
  9%|▊         | 3954/46302 [4:12:04<44:58:02,  3.82s/it]
  9%|▊         | 3955/46302 [4:12:08<44:58:25,  3.82s/it]
  9%|▊         | 3956/46302 [4:12:12<44:58:11,  3.82s/it]
  9%|▊         | 3957/46302 [4:12:16<44:58:28,  3.82s/it]
  9%|▊         | 3958/46302 [4:12:19<44:58:51,  3.82s/it]
  9%|▊         | 3959/46302 [4:12:23<44:59:27,  3.83s/it]
  9%|▊         | 3960/46302 [4:12:27<44:59:37,  3.83s/it]
  9%|▊         | 3961/46302 [4:12:31<44:59:37,  3.83s/it]
  9%|▊         | 3962/46302 [4:12:35<44:58:46,  3.82s/it]
  9%|▊         | 3963/46302 [4:12:39<44:58:25,  3.82s/it]
  9%|▊         | 3964/46302 [4:12:42<44:58:55,  3.82s/it]
  9%|▊         | 3965/46302 [4:12:46<44:59:06,  3.83s/it]
  9%|▊         | 3966/46302 [4:12:50<44:58:01,  3.82s/it]
  9%|▊         | 3967/46302 [4:12:54<44:57:52,  3.82s/it]
  9%|▊         | 3968/46302 [4:12:58<44:57:55,  3.82s/it]
  9%|▊         | 3969/46302 [4:13:01<44:58:01,  3.82s/it]
  9%|▊         | 3970/46302 [4:13:05<44:58:03,  3.82s/it]
  9%|▊         | 3971/46302 [4:13:09<44:58:16,  3.82s/it]
  9%|▊         | 3972/46302 [4:13:13<44:57:28,  3.82s/it]
  9%|▊         | 3973/46302 [4:13:17<44:57:10,  3.82s/it]
  9%|▊         | 3974/46302 [4:13:21<44:57:09,  3.82s/it]
  9%|▊         | 3975/46302 [4:13:24<44:57:03,  3.82s/it]
  9%|▊         | 3976/46302 [4:13:28<44:56:25,  3.82s/it]
  9%|▊         | 3977/46302 [4:13:32<44:56:43,  3.82s/it]
  9%|▊         | 3978/46302 [4:13:36<44:55:53,  3.82s/it]
  9%|▊         | 3979/46302 [4:13:40<44:56:05,  3.82s/it]
  9%|▊         | 3980/46302 [4:13:44<44:56:32,  3.82s/it]
  9%|▊         | 3981/46302 [4:13:47<44:56:51,  3.82s/it]
  9%|▊         | 3982/46302 [4:13:51<44:57:03,  3.82s/it]
  9%|▊         | 3983/46302 [4:13:55<44:57:22,  3.82s/it]
  9%|▊         | 3984/46302 [4:13:59<44:57:01,  3.82s/it]
  9%|▊         | 3985/46302 [4:14:03<44:57:52,  3.83s/it]
  9%|▊         | 3986/46302 [4:14:06<44:57:45,  3.83s/it]
  9%|▊         | 3987/46302 [4:14:10<44:58:09,  3.83s/it]
  9%|▊         | 3988/46302 [4:14:14<44:57:34,  3.83s/it]
  9%|▊         | 3989/46302 [4:14:18<44:57:21,  3.82s/it]
  9%|▊         | 3990/46302 [4:14:22<44:57:04,  3.82s/it]
  9%|▊         | 3991/46302 [4:14:26<44:56:28,  3.82s/it]
  9%|▊         | 3992/46302 [4:14:29<44:56:01,  3.82s/it]
  9%|▊         | 3993/46302 [4:14:33<44:56:13,  3.82s/it]
  9%|▊         | 3994/46302 [4:14:37<44:56:48,  3.82s/it]
  9%|▊         | 3995/46302 [4:14:41<44:56:41,  3.82s/it]
  9%|▊         | 3996/46302 [4:14:45<44:57:11,  3.83s/it]
  9%|▊         | 3997/46302 [4:14:49<44:56:59,  3.83s/it]
  9%|▊         | 3998/46302 [4:14:52<44:55:23,  3.82s/it]
  9%|▊         | 3999/46302 [4:14:56<44:55:56,  3.82s/it]
  9%|▊         | 4000/46302 [4:15:00<44:56:00,  3.82s/it]
                                                         
{'loss': 3.6894, 'learning_rate': 0.004668888790781864, 'epoch': 0.09}

  9%|▊         | 4000/46302 [4:15:00<44:56:00,  3.82s/it]
  9%|▊         | 4001/46302 [4:15:04<44:56:40,  3.82s/it]
  9%|▊         | 4002/46302 [4:15:08<44:56:29,  3.82s/it]
  9%|▊         | 4003/46302 [4:15:11<44:56:39,  3.83s/it]
  9%|▊         | 4004/46302 [4:15:15<44:55:34,  3.82s/it]
  9%|▊         | 4005/46302 [4:15:19<44:54:48,  3.82s/it]
  9%|▊         | 4006/46302 [4:15:23<44:55:12,  3.82s/it]
  9%|▊         | 4007/46302 [4:15:27<44:55:21,  3.82s/it]
  9%|▊         | 4008/46302 [4:15:31<44:55:28,  3.82s/it]
  9%|▊         | 4009/46302 [4:15:34<44:55:10,  3.82s/it]
  9%|▊         | 4010/46302 [4:15:38<44:54:58,  3.82s/it]
  9%|▊         | 4011/46302 [4:15:42<44:54:42,  3.82s/it]
  9%|▊         | 4012/46302 [4:15:46<44:54:02,  3.82s/it]
  9%|▊         | 4013/46302 [4:15:50<44:53:45,  3.82s/it]
  9%|▊         | 4014/46302 [4:15:54<44:53:04,  3.82s/it]
  9%|▊         | 4015/46302 [4:15:57<44:53:02,  3.82s/it]
  9%|▊         | 4016/46302 [4:16:01<44:53:36,  3.82s/it]
  9%|▊         | 4017/46302 [4:16:05<44:52:51,  3.82s/it]
  9%|▊         | 4018/46302 [4:16:09<44:53:11,  3.82s/it]
  9%|▊         | 4019/46302 [4:16:13<44:53:05,  3.82s/it]
  9%|▊         | 4020/46302 [4:16:16<44:53:17,  3.82s/it]
  9%|▊         | 4021/46302 [4:16:20<44:53:01,  3.82s/it]
  9%|▊         | 4022/46302 [4:16:24<44:53:43,  3.82s/it]
  9%|▊         | 4023/46302 [4:16:28<44:54:06,  3.82s/it]
  9%|▊         | 4024/46302 [4:16:32<44:53:19,  3.82s/it]
  9%|▊         | 4025/46302 [4:16:36<44:52:33,  3.82s/it]
  9%|▊         | 4026/46302 [4:16:39<44:52:23,  3.82s/it]
  9%|▊         | 4027/46302 [4:16:43<44:52:29,  3.82s/it]
  9%|▊         | 4028/46302 [4:16:47<44:52:42,  3.82s/it]
  9%|▊         | 4029/46302 [4:16:51<44:52:31,  3.82s/it]
  9%|▊         | 4030/46302 [4:16:55<44:53:03,  3.82s/it]
  9%|▊         | 4031/46302 [4:16:58<44:53:23,  3.82s/it]
  9%|▊         | 4032/46302 [4:17:02<44:52:52,  3.82s/it]
  9%|▊         | 4033/46302 [4:17:06<44:52:16,  3.82s/it]
  9%|▊         | 4034/46302 [4:17:10<44:52:37,  3.82s/it]
  9%|▊         | 4035/46302 [4:17:14<44:53:04,  3.82s/it]
  9%|▊         | 4036/46302 [4:17:18<44:52:38,  3.82s/it]
  9%|▊         | 4037/46302 [4:17:21<44:52:17,  3.82s/it]
  9%|▊         | 4038/46302 [4:17:25<44:52:37,  3.82s/it]
  9%|▊         | 4039/46302 [4:17:29<44:52:07,  3.82s/it]
  9%|▊         | 4040/46302 [4:17:33<44:52:36,  3.82s/it]
  9%|▊         | 4041/46302 [4:17:37<44:51:47,  3.82s/it]
  9%|▊         | 4042/46302 [4:17:41<44:51:02,  3.82s/it]
  9%|▊         | 4043/46302 [4:17:44<44:51:27,  3.82s/it]
  9%|▊         | 4044/46302 [4:17:48<44:51:38,  3.82s/it]
  9%|▊         | 4045/46302 [4:17:52<44:52:03,  3.82s/it]
  9%|▊         | 4046/46302 [4:17:56<44:51:01,  3.82s/it]
  9%|▊         | 4047/46302 [4:18:00<44:50:28,  3.82s/it]
  9%|▊         | 4048/46302 [4:18:03<44:51:04,  3.82s/it]
  9%|▊         | 4049/46302 [4:18:07<44:50:20,  3.82s/it]
  9%|▊         | 4050/46302 [4:18:11<44:51:00,  3.82s/it]
  9%|▊         | 4051/46302 [4:18:15<44:51:03,  3.82s/it]
  9%|▉         | 4052/46302 [4:18:19<44:50:35,  3.82s/it]
  9%|▉         | 4053/46302 [4:18:23<44:49:31,  3.82s/it]
  9%|▉         | 4054/46302 [4:18:26<44:49:48,  3.82s/it]
  9%|▉         | 4055/46302 [4:18:30<44:48:44,  3.82s/it]
  9%|▉         | 4056/46302 [4:18:34<44:49:21,  3.82s/it]
  9%|▉         | 4057/46302 [4:18:38<44:48:59,  3.82s/it]
  9%|▉         | 4058/46302 [4:18:42<44:49:18,  3.82s/it]
  9%|▉         | 4059/46302 [4:18:45<44:49:23,  3.82s/it]
  9%|▉         | 4060/46302 [4:18:49<44:50:24,  3.82s/it]
  9%|▉         | 4061/46302 [4:18:53<44:50:42,  3.82s/it]
  9%|▉         | 4062/46302 [4:18:57<44:51:03,  3.82s/it]
  9%|▉         | 4063/46302 [4:19:01<44:51:38,  3.82s/it]
  9%|▉         | 4064/46302 [4:19:05<44:51:55,  3.82s/it]
  9%|▉         | 4065/46302 [4:19:08<44:51:37,  3.82s/it]
  9%|▉         | 4066/46302 [4:19:12<44:51:51,  3.82s/it]
  9%|▉         | 4067/46302 [4:19:16<44:50:32,  3.82s/it]
  9%|▉         | 4068/46302 [4:19:20<44:50:21,  3.82s/it]
  9%|▉         | 4069/46302 [4:19:24<44:50:18,  3.82s/it]
  9%|▉         | 4070/46302 [4:19:28<44:50:56,  3.82s/it]
  9%|▉         | 4071/46302 [4:19:31<44:50:58,  3.82s/it]
  9%|▉         | 4072/46302 [4:19:35<44:49:49,  3.82s/it]
  9%|▉         | 4073/46302 [4:19:39<44:49:31,  3.82s/it]
  9%|▉         | 4074/46302 [4:19:43<44:49:57,  3.82s/it]
  9%|▉         | 4075/46302 [4:19:47<44:50:07,  3.82s/it]
  9%|▉         | 4076/46302 [4:19:50<44:49:43,  3.82s/it]
  9%|▉         | 4077/46302 [4:19:54<44:50:09,  3.82s/it]
  9%|▉         | 4078/46302 [4:19:58<44:50:11,  3.82s/it]
  9%|▉         | 4079/46302 [4:20:02<44:50:23,  3.82s/it]
  9%|▉         | 4080/46302 [4:20:06<44:50:21,  3.82s/it]
  9%|▉         | 4081/46302 [4:20:10<44:50:26,  3.82s/it]
  9%|▉         | 4082/46302 [4:20:13<44:51:04,  3.82s/it]
  9%|▉         | 4083/46302 [4:20:17<44:51:16,  3.82s/it]
  9%|▉         | 4084/46302 [4:20:21<44:50:03,  3.82s/it]
  9%|▉         | 4085/46302 [4:20:25<44:48:53,  3.82s/it]
  9%|▉         | 4086/46302 [4:20:29<44:49:21,  3.82s/it]
  9%|▉         | 4087/46302 [4:20:33<44:49:54,  3.82s/it]
  9%|▉         | 4088/46302 [4:20:36<44:49:40,  3.82s/it]
  9%|▉         | 4089/46302 [4:20:40<44:49:04,  3.82s/it]
  9%|▉         | 4090/46302 [4:20:44<44:49:17,  3.82s/it]
  9%|▉         | 4091/46302 [4:20:48<44:49:08,  3.82s/it]
  9%|▉         | 4092/46302 [4:20:52<44:48:36,  3.82s/it]
  9%|▉         | 4093/46302 [4:20:55<44:48:55,  3.82s/it]
  9%|▉         | 4094/46302 [4:20:59<44:49:40,  3.82s/it]
  9%|▉         | 4095/46302 [4:21:03<44:49:09,  3.82s/it]
  9%|▉         | 4096/46302 [4:21:07<44:49:37,  3.82s/it]
  9%|▉         | 4097/46302 [4:21:11<44:49:43,  3.82s/it]
  9%|▉         | 4098/46302 [4:21:15<44:48:56,  3.82s/it]
  9%|▉         | 4099/46302 [4:21:18<44:49:34,  3.82s/it]
  9%|▉         | 4100/46302 [4:21:22<44:49:16,  3.82s/it]
  9%|▉         | 4101/46302 [4:21:26<44:48:35,  3.82s/it]
  9%|▉         | 4102/46302 [4:21:30<44:48:19,  3.82s/it]
  9%|▉         | 4103/46302 [4:21:34<44:47:56,  3.82s/it]
  9%|▉         | 4104/46302 [4:21:38<44:48:37,  3.82s/it]
  9%|▉         | 4105/46302 [4:21:41<44:48:27,  3.82s/it]
  9%|▉         | 4106/46302 [4:21:45<44:49:08,  3.82s/it]
  9%|▉         | 4107/46302 [4:21:49<44:48:53,  3.82s/it]
  9%|▉         | 4108/46302 [4:21:53<44:48:32,  3.82s/it]
  9%|▉         | 4109/46302 [4:21:57<44:48:31,  3.82s/it]
  9%|▉         | 4110/46302 [4:22:00<44:47:51,  3.82s/it]
  9%|▉         | 4111/46302 [4:22:04<44:47:37,  3.82s/it]
  9%|▉         | 4112/46302 [4:22:08<44:47:22,  3.82s/it]
  9%|▉         | 4113/46302 [4:22:12<44:46:57,  3.82s/it]
  9%|▉         | 4114/46302 [4:22:16<44:48:17,  3.82s/it]
  9%|▉         | 4115/46302 [4:22:20<44:48:39,  3.82s/it]
  9%|▉         | 4116/46302 [4:22:23<44:48:43,  3.82s/it]
  9%|▉         | 4117/46302 [4:22:27<44:48:06,  3.82s/it]
  9%|▉         | 4118/46302 [4:22:31<44:47:57,  3.82s/it]
  9%|▉         | 4119/46302 [4:22:35<44:47:30,  3.82s/it]
  9%|▉         | 4120/46302 [4:22:39<44:47:58,  3.82s/it]
  9%|▉         | 4121/46302 [4:22:42<44:47:59,  3.82s/it]
  9%|▉         | 4122/46302 [4:22:46<44:48:07,  3.82s/it]
  9%|▉         | 4123/46302 [4:22:50<44:47:44,  3.82s/it]
  9%|▉         | 4124/46302 [4:22:54<44:47:50,  3.82s/it]
  9%|▉         | 4125/46302 [4:22:58<44:47:11,  3.82s/it]
  9%|▉         | 4126/46302 [4:23:02<44:47:09,  3.82s/it]
  9%|▉         | 4127/46302 [4:23:05<44:47:15,  3.82s/it]
  9%|▉         | 4128/46302 [4:23:09<44:47:14,  3.82s/it]
  9%|▉         | 4129/46302 [4:23:13<44:47:12,  3.82s/it]
  9%|▉         | 4130/46302 [4:23:17<44:45:56,  3.82s/it]
  9%|▉         | 4131/46302 [4:23:21<44:45:10,  3.82s/it]
  9%|▉         | 4132/46302 [4:23:25<44:46:27,  3.82s/it]
  9%|▉         | 4133/46302 [4:23:28<44:46:29,  3.82s/it]
  9%|▉         | 4134/46302 [4:23:32<44:46:29,  3.82s/it]
  9%|▉         | 4135/46302 [4:23:36<44:46:22,  3.82s/it]
  9%|▉         | 4136/46302 [4:23:40<44:46:31,  3.82s/it]
  9%|▉         | 4137/46302 [4:23:44<44:46:25,  3.82s/it]
  9%|▉         | 4138/46302 [4:23:47<44:46:13,  3.82s/it]
  9%|▉         | 4139/46302 [4:23:51<44:45:37,  3.82s/it]
  9%|▉         | 4140/46302 [4:23:55<44:45:42,  3.82s/it]
  9%|▉         | 4141/46302 [4:23:59<44:45:42,  3.82s/it]
  9%|▉         | 4142/46302 [4:24:03<44:46:37,  3.82s/it]
  9%|▉         | 4143/46302 [4:24:07<44:45:32,  3.82s/it]
  9%|▉         | 4144/46302 [4:24:10<44:45:39,  3.82s/it]
  9%|▉         | 4145/46302 [4:24:14<44:45:30,  3.82s/it]
  9%|▉         | 4146/46302 [4:24:18<44:46:50,  3.82s/it]
  9%|▉         | 4147/46302 [4:24:22<44:46:24,  3.82s/it]
  9%|▉         | 4148/46302 [4:24:26<44:46:03,  3.82s/it]
  9%|▉         | 4149/46302 [4:24:30<44:45:03,  3.82s/it]
  9%|▉         | 4150/46302 [4:24:33<44:45:57,  3.82s/it]
  9%|▉         | 4151/46302 [4:24:37<44:46:22,  3.82s/it]
  9%|▉         | 4152/46302 [4:24:41<44:45:46,  3.82s/it]
  9%|▉         | 4153/46302 [4:24:45<44:45:29,  3.82s/it]
  9%|▉         | 4154/46302 [4:24:49<44:45:31,  3.82s/it]
  9%|▉         | 4155/46302 [4:24:52<44:45:26,  3.82s/it]
  9%|▉         | 4156/46302 [4:24:56<44:45:09,  3.82s/it]
  9%|▉         | 4157/46302 [4:25:00<44:44:17,  3.82s/it]
  9%|▉         | 4158/46302 [4:25:04<44:44:12,  3.82s/it]
  9%|▉         | 4159/46302 [4:25:08<44:44:03,  3.82s/it]
  9%|▉         | 4160/46302 [4:25:12<44:44:05,  3.82s/it]
  9%|▉         | 4161/46302 [4:25:15<44:43:28,  3.82s/it]
  9%|▉         | 4162/46302 [4:25:19<44:43:43,  3.82s/it]
  9%|▉         | 4163/46302 [4:25:23<44:42:52,  3.82s/it]
  9%|▉         | 4164/46302 [4:25:27<44:44:03,  3.82s/it]
  9%|▉         | 4165/46302 [4:25:31<44:44:02,  3.82s/it]
  9%|▉         | 4166/46302 [4:25:34<44:43:24,  3.82s/it]
  9%|▉         | 4167/46302 [4:25:38<44:43:35,  3.82s/it]
  9%|▉         | 4168/46302 [4:25:42<44:43:40,  3.82s/it]
  9%|▉         | 4169/46302 [4:25:46<44:43:19,  3.82s/it]
  9%|▉         | 4170/46302 [4:25:50<44:43:21,  3.82s/it]
  9%|▉         | 4171/46302 [4:25:54<44:43:24,  3.82s/it]
  9%|▉         | 4172/46302 [4:25:57<44:43:03,  3.82s/it]
  9%|▉         | 4173/46302 [4:26:01<44:42:03,  3.82s/it]
  9%|▉         | 4174/46302 [4:26:05<44:42:19,  3.82s/it]
  9%|▉         | 4175/46302 [4:26:09<44:42:18,  3.82s/it]
  9%|▉         | 4176/46302 [4:26:13<44:42:53,  3.82s/it]
  9%|▉         | 4177/46302 [4:26:17<44:42:34,  3.82s/it]
  9%|▉         | 4178/46302 [4:26:20<44:43:08,  3.82s/it]
  9%|▉         | 4179/46302 [4:26:24<44:42:49,  3.82s/it]
  9%|▉         | 4180/46302 [4:26:28<44:42:41,  3.82s/it]
  9%|▉         | 4181/46302 [4:26:32<44:43:19,  3.82s/it]
  9%|▉         | 4182/46302 [4:26:36<44:42:56,  3.82s/it]
  9%|▉         | 4183/46302 [4:26:39<44:42:08,  3.82s/it]
  9%|▉         | 4184/46302 [4:26:43<44:41:48,  3.82s/it]
  9%|▉         | 4185/46302 [4:26:47<44:41:59,  3.82s/it]
  9%|▉         | 4186/46302 [4:26:51<44:42:59,  3.82s/it]
  9%|▉         | 4187/46302 [4:26:55<44:43:25,  3.82s/it]
  9%|▉         | 4188/46302 [4:26:59<44:41:33,  3.82s/it]
  9%|▉         | 4189/46302 [4:27:02<44:41:54,  3.82s/it]
  9%|▉         | 4190/46302 [4:27:06<44:41:30,  3.82s/it]
  9%|▉         | 4191/46302 [4:27:10<44:41:22,  3.82s/it]
  9%|▉         | 4192/46302 [4:27:14<44:41:50,  3.82s/it]
  9%|▉         | 4193/46302 [4:27:18<44:42:04,  3.82s/it]
  9%|▉         | 4194/46302 [4:27:21<44:42:20,  3.82s/it]
  9%|▉         | 4195/46302 [4:27:25<44:41:07,  3.82s/it]
  9%|▉         | 4196/46302 [4:27:29<44:41:28,  3.82s/it]
  9%|▉         | 4197/46302 [4:27:33<44:42:03,  3.82s/it]
  9%|▉         | 4198/46302 [4:27:37<44:42:06,  3.82s/it]
  9%|▉         | 4199/46302 [4:27:41<44:40:52,  3.82s/it]
  9%|▉         | 4200/46302 [4:27:44<44:40:42,  3.82s/it]
  9%|▉         | 4201/46302 [4:27:48<44:41:05,  3.82s/it]
  9%|▉         | 4202/46302 [4:27:52<44:41:40,  3.82s/it]
  9%|▉         | 4203/46302 [4:27:56<44:42:36,  3.82s/it]
  9%|▉         | 4204/46302 [4:28:00<44:43:00,  3.82s/it]
  9%|▉         | 4205/46302 [4:28:04<44:42:18,  3.82s/it]
  9%|▉         | 4206/46302 [4:28:07<44:41:46,  3.82s/it]
  9%|▉         | 4207/46302 [4:28:11<44:40:54,  3.82s/it]
  9%|▉         | 4208/46302 [4:28:15<44:40:50,  3.82s/it]
  9%|▉         | 4209/46302 [4:28:19<44:40:15,  3.82s/it]
  9%|▉         | 4210/46302 [4:28:23<44:40:02,  3.82s/it]
  9%|▉         | 4211/46302 [4:28:26<44:40:09,  3.82s/it]
  9%|▉         | 4212/46302 [4:28:30<44:40:30,  3.82s/it]
  9%|▉         | 4213/46302 [4:28:34<44:41:16,  3.82s/it]
  9%|▉         | 4214/46302 [4:28:38<44:40:59,  3.82s/it]
  9%|▉         | 4215/46302 [4:28:42<44:40:52,  3.82s/it]
  9%|▉         | 4216/46302 [4:28:46<44:40:47,  3.82s/it]
  9%|▉         | 4217/46302 [4:28:49<44:40:08,  3.82s/it]
  9%|▉         | 4218/46302 [4:28:53<44:40:37,  3.82s/it]
  9%|▉         | 4219/46302 [4:28:57<44:40:43,  3.82s/it]
  9%|▉         | 4220/46302 [4:29:01<44:41:29,  3.82s/it]
  9%|▉         | 4221/46302 [4:29:05<44:40:05,  3.82s/it]
  9%|▉         | 4222/46302 [4:29:08<44:38:38,  3.82s/it]
  9%|▉         | 4223/46302 [4:29:12<44:38:28,  3.82s/it]
  9%|▉         | 4224/46302 [4:29:16<44:38:52,  3.82s/it]
  9%|▉         | 4225/46302 [4:29:20<44:38:54,  3.82s/it]
  9%|▉         | 4226/46302 [4:29:24<44:39:18,  3.82s/it]
  9%|▉         | 4227/46302 [4:29:28<44:39:34,  3.82s/it]
  9%|▉         | 4228/46302 [4:29:31<44:39:38,  3.82s/it]
  9%|▉         | 4229/46302 [4:29:35<44:40:07,  3.82s/it]
  9%|▉         | 4230/46302 [4:29:39<44:40:15,  3.82s/it]
  9%|▉         | 4231/46302 [4:29:43<44:39:47,  3.82s/it]
  9%|▉         | 4232/46302 [4:29:47<44:39:30,  3.82s/it]
  9%|▉         | 4233/46302 [4:29:51<44:36:55,  3.82s/it]
  9%|▉         | 4234/46302 [4:29:54<44:37:47,  3.82s/it]
  9%|▉         | 4235/46302 [4:29:58<44:37:32,  3.82s/it]
  9%|▉         | 4236/46302 [4:30:02<44:37:58,  3.82s/it]
  9%|▉         | 4237/46302 [4:30:06<44:38:34,  3.82s/it]
  9%|▉         | 4238/46302 [4:30:10<44:37:21,  3.82s/it]
  9%|▉         | 4239/46302 [4:30:13<44:37:45,  3.82s/it]
  9%|▉         | 4240/46302 [4:30:17<44:38:24,  3.82s/it]
  9%|▉         | 4241/46302 [4:30:21<44:37:54,  3.82s/it]
  9%|▉         | 4242/46302 [4:30:25<44:36:59,  3.82s/it]
  9%|▉         | 4243/46302 [4:30:29<44:37:08,  3.82s/it]
  9%|▉         | 4244/46302 [4:30:33<44:37:40,  3.82s/it]
  9%|▉         | 4245/46302 [4:30:36<44:37:47,  3.82s/it]
  9%|▉         | 4246/46302 [4:30:40<44:37:36,  3.82s/it]
  9%|▉         | 4247/46302 [4:30:44<44:37:20,  3.82s/it]
  9%|▉         | 4248/46302 [4:30:48<44:37:09,  3.82s/it]
  9%|▉         | 4249/46302 [4:30:52<44:36:15,  3.82s/it]
  9%|▉         | 4250/46302 [4:30:55<44:36:40,  3.82s/it]
  9%|▉         | 4251/46302 [4:30:59<44:36:13,  3.82s/it]
  9%|▉         | 4252/46302 [4:31:03<44:37:24,  3.82s/it]
  9%|▉         | 4253/46302 [4:31:07<44:36:32,  3.82s/it]
  9%|▉         | 4254/46302 [4:31:11<44:36:27,  3.82s/it]
  9%|▉         | 4255/46302 [4:31:15<44:37:05,  3.82s/it]
  9%|▉         | 4256/46302 [4:31:18<44:36:20,  3.82s/it]
  9%|▉         | 4257/46302 [4:31:22<44:36:25,  3.82s/it]
  9%|▉         | 4258/46302 [4:31:26<44:37:00,  3.82s/it]
  9%|▉         | 4259/46302 [4:31:30<44:36:21,  3.82s/it]
  9%|▉         | 4260/46302 [4:31:34<44:35:27,  3.82s/it]
  9%|▉         | 4261/46302 [4:31:37<44:35:40,  3.82s/it]
  9%|▉         | 4262/46302 [4:31:41<44:36:27,  3.82s/it]
  9%|▉         | 4263/46302 [4:31:45<44:36:46,  3.82s/it]
  9%|▉         | 4264/46302 [4:31:49<44:36:13,  3.82s/it]
  9%|▉         | 4265/46302 [4:31:53<44:36:24,  3.82s/it]
  9%|▉         | 4266/46302 [4:31:57<44:36:21,  3.82s/it]
  9%|▉         | 4267/46302 [4:32:00<44:36:21,  3.82s/it]
  9%|▉         | 4268/46302 [4:32:04<44:36:27,  3.82s/it]
  9%|▉         | 4269/46302 [4:32:08<44:36:39,  3.82s/it]
  9%|▉         | 4270/46302 [4:32:12<44:36:29,  3.82s/it]
  9%|▉         | 4271/46302 [4:32:16<44:36:29,  3.82s/it]
  9%|▉         | 4272/46302 [4:32:19<44:37:05,  3.82s/it]
  9%|▉         | 4273/46302 [4:32:23<44:36:17,  3.82s/it]
  9%|▉         | 4274/46302 [4:32:27<44:36:27,  3.82s/it]
  9%|▉         | 4275/46302 [4:32:31<44:36:07,  3.82s/it]
  9%|▉         | 4276/46302 [4:32:35<44:36:15,  3.82s/it]
  9%|▉         | 4277/46302 [4:32:39<44:36:02,  3.82s/it]
  9%|▉         | 4278/46302 [4:32:42<44:36:17,  3.82s/it]
  9%|▉         | 4279/46302 [4:32:46<44:36:31,  3.82s/it]
  9%|▉         | 4280/46302 [4:32:50<44:36:33,  3.82s/it]
  9%|▉         | 4281/46302 [4:32:54<44:36:32,  3.82s/it]
  9%|▉         | 4282/46302 [4:32:58<44:35:38,  3.82s/it]
  9%|▉         | 4283/46302 [4:33:02<44:34:45,  3.82s/it]
  9%|▉         | 4284/46302 [4:33:05<44:34:55,  3.82s/it]
  9%|▉         | 4285/46302 [4:33:09<44:34:37,  3.82s/it]
  9%|▉         | 4286/46302 [4:33:13<44:35:13,  3.82s/it]
  9%|▉         | 4287/46302 [4:33:17<44:35:15,  3.82s/it]
  9%|▉         | 4288/46302 [4:33:21<44:35:43,  3.82s/it]
  9%|▉         | 4289/46302 [4:33:24<44:35:00,  3.82s/it]
  9%|▉         | 4290/46302 [4:33:28<44:35:20,  3.82s/it]
  9%|▉         | 4291/46302 [4:33:32<44:35:03,  3.82s/it]
  9%|▉         | 4292/46302 [4:33:36<44:34:41,  3.82s/it]
  9%|▉         | 4293/46302 [4:33:40<44:34:50,  3.82s/it]
  9%|▉         | 4294/46302 [4:33:44<44:35:12,  3.82s/it]
  9%|▉         | 4295/46302 [4:33:47<44:35:40,  3.82s/it]
  9%|▉         | 4296/46302 [4:33:51<44:35:48,  3.82s/it]
  9%|▉         | 4297/46302 [4:33:55<44:35:17,  3.82s/it]
  9%|▉         | 4298/46302 [4:33:59<44:35:45,  3.82s/it]
  9%|▉         | 4299/46302 [4:34:03<44:35:41,  3.82s/it]
  9%|▉         | 4300/46302 [4:34:06<44:35:33,  3.82s/it]
  9%|▉         | 4301/46302 [4:34:10<44:35:37,  3.82s/it]
  9%|▉         | 4302/46302 [4:34:14<44:35:56,  3.82s/it]
  9%|▉         | 4303/46302 [4:34:18<44:36:12,  3.82s/it]
  9%|▉         | 4304/46302 [4:34:22<44:36:13,  3.82s/it]
  9%|▉         | 4305/46302 [4:34:26<44:35:47,  3.82s/it]
  9%|▉         | 4306/46302 [4:34:29<44:36:04,  3.82s/it]
  9%|▉         | 4307/46302 [4:34:33<44:36:13,  3.82s/it]
  9%|▉         | 4308/46302 [4:34:37<44:35:50,  3.82s/it]
  9%|▉         | 4309/46302 [4:34:41<44:35:47,  3.82s/it]
  9%|▉         | 4310/46302 [4:34:45<44:36:21,  3.82s/it]
  9%|▉         | 4311/46302 [4:34:49<44:35:55,  3.82s/it]
  9%|▉         | 4312/46302 [4:34:52<44:35:50,  3.82s/it]
  9%|▉         | 4313/46302 [4:34:56<44:36:05,  3.82s/it]
  9%|▉         | 4314/46302 [4:35:00<44:35:58,  3.82s/it]
  9%|▉         | 4315/46302 [4:35:04<44:35:59,  3.82s/it]
  9%|▉         | 4316/46302 [4:35:08<44:36:17,  3.82s/it]
  9%|▉         | 4317/46302 [4:35:11<44:35:56,  3.82s/it]
  9%|▉         | 4318/46302 [4:35:15<44:35:59,  3.82s/it]
  9%|▉         | 4319/46302 [4:35:19<44:36:12,  3.82s/it]
  9%|▉         | 4320/46302 [4:35:23<44:35:00,  3.82s/it]
  9%|▉         | 4321/46302 [4:35:27<44:35:09,  3.82s/it]
  9%|▉         | 4322/46302 [4:35:31<44:35:18,  3.82s/it]
  9%|▉         | 4323/46302 [4:35:34<44:35:08,  3.82s/it]
  9%|▉         | 4324/46302 [4:35:38<44:35:21,  3.82s/it]
  9%|▉         | 4325/46302 [4:35:42<44:35:29,  3.82s/it]
  9%|▉         | 4326/46302 [4:35:46<44:35:46,  3.82s/it]
  9%|▉         | 4327/46302 [4:35:50<44:36:02,  3.83s/it]
  9%|▉         | 4328/46302 [4:35:54<44:35:44,  3.82s/it]
  9%|▉         | 4329/46302 [4:35:57<44:35:57,  3.83s/it]
  9%|▉         | 4330/46302 [4:36:01<44:35:10,  3.82s/it]
  9%|▉         | 4331/46302 [4:36:05<44:34:37,  3.82s/it]
  9%|▉         | 4332/46302 [4:36:09<44:34:38,  3.82s/it]
  9%|▉         | 4333/46302 [4:36:13<44:31:53,  3.82s/it]
  9%|▉         | 4334/46302 [4:36:16<44:32:56,  3.82s/it]
  9%|▉         | 4335/46302 [4:36:20<44:33:24,  3.82s/it]
  9%|▉         | 4336/46302 [4:36:24<44:33:54,  3.82s/it]
  9%|▉         | 4337/46302 [4:36:28<44:31:04,  3.82s/it]
  9%|▉         | 4338/46302 [4:36:32<44:30:01,  3.82s/it]
  9%|▉         | 4339/46302 [4:36:36<44:30:46,  3.82s/it]
  9%|▉         | 4340/46302 [4:36:39<44:31:32,  3.82s/it]
  9%|▉         | 4341/46302 [4:36:43<44:31:46,  3.82s/it]
  9%|▉         | 4342/46302 [4:36:47<44:32:06,  3.82s/it]
  9%|▉         | 4343/46302 [4:36:51<44:33:01,  3.82s/it]
  9%|▉         | 4344/46302 [4:36:55<44:33:04,  3.82s/it]
  9%|▉         | 4345/46302 [4:36:59<44:33:19,  3.82s/it]
  9%|▉         | 4346/46302 [4:37:02<44:33:32,  3.82s/it]
  9%|▉         | 4347/46302 [4:37:06<44:33:20,  3.82s/it]
  9%|▉         | 4348/46302 [4:37:10<44:32:50,  3.82s/it]
  9%|▉         | 4349/46302 [4:37:14<44:33:01,  3.82s/it]
  9%|▉         | 4350/46302 [4:37:18<44:32:56,  3.82s/it]
  9%|▉         | 4351/46302 [4:37:21<44:32:55,  3.82s/it]
  9%|▉         | 4352/46302 [4:37:25<44:32:46,  3.82s/it]
  9%|▉         | 4353/46302 [4:37:29<44:32:39,  3.82s/it]
  9%|▉         | 4354/46302 [4:37:33<44:32:21,  3.82s/it]
  9%|▉         | 4355/46302 [4:37:37<44:32:07,  3.82s/it]
  9%|▉         | 4356/46302 [4:37:41<44:31:42,  3.82s/it]
  9%|▉         | 4357/46302 [4:37:44<44:31:41,  3.82s/it]
  9%|▉         | 4358/46302 [4:37:48<44:31:37,  3.82s/it]
  9%|▉         | 4359/46302 [4:37:52<44:31:46,  3.82s/it]
  9%|▉         | 4360/46302 [4:37:56<44:31:53,  3.82s/it]
  9%|▉         | 4361/46302 [4:38:00<44:31:56,  3.82s/it]
  9%|▉         | 4362/46302 [4:38:03<44:31:41,  3.82s/it]
  9%|▉         | 4363/46302 [4:38:07<44:31:31,  3.82s/it]
  9%|▉         | 4364/46302 [4:38:11<44:31:22,  3.82s/it]
  9%|▉         | 4365/46302 [4:38:15<44:31:50,  3.82s/it]
  9%|▉         | 4366/46302 [4:38:19<44:30:22,  3.82s/it]
  9%|▉         | 4367/46302 [4:38:23<44:30:01,  3.82s/it]
  9%|▉         | 4368/46302 [4:38:26<44:30:46,  3.82s/it]
  9%|▉         | 4369/46302 [4:38:30<44:31:35,  3.82s/it]
  9%|▉         | 4370/46302 [4:38:34<44:32:09,  3.82s/it]
  9%|▉         | 4371/46302 [4:38:38<44:31:44,  3.82s/it]
  9%|▉         | 4372/46302 [4:38:42<44:32:40,  3.82s/it]
  9%|▉         | 4373/46302 [4:38:46<44:32:34,  3.82s/it]
  9%|▉         | 4374/46302 [4:38:49<44:31:50,  3.82s/it]
  9%|▉         | 4375/46302 [4:38:53<44:31:58,  3.82s/it]
  9%|▉         | 4376/46302 [4:38:57<44:31:43,  3.82s/it]
  9%|▉         | 4377/46302 [4:39:01<44:31:50,  3.82s/it]
  9%|▉         | 4378/46302 [4:39:05<44:31:54,  3.82s/it]
  9%|▉         | 4379/46302 [4:39:08<44:31:29,  3.82s/it]
  9%|▉         | 4380/46302 [4:39:12<44:31:32,  3.82s/it]
  9%|▉         | 4381/46302 [4:39:16<44:30:54,  3.82s/it]
  9%|▉         | 4382/46302 [4:39:20<44:31:08,  3.82s/it]
  9%|▉         | 4383/46302 [4:39:24<44:30:33,  3.82s/it]
  9%|▉         | 4384/46302 [4:39:28<44:30:41,  3.82s/it]
  9%|▉         | 4385/46302 [4:39:31<44:30:18,  3.82s/it]
  9%|▉         | 4386/46302 [4:39:35<44:30:56,  3.82s/it]
  9%|▉         | 4387/46302 [4:39:39<44:30:22,  3.82s/it]
  9%|▉         | 4388/46302 [4:39:43<44:30:28,  3.82s/it]
  9%|▉         | 4389/46302 [4:39:47<44:29:34,  3.82s/it]
  9%|▉         | 4390/46302 [4:39:51<44:29:40,  3.82s/it]
  9%|▉         | 4391/46302 [4:39:54<44:29:06,  3.82s/it]
  9%|▉         | 4392/46302 [4:39:58<44:28:54,  3.82s/it]
  9%|▉         | 4393/46302 [4:40:02<44:29:04,  3.82s/it]
  9%|▉         | 4394/46302 [4:40:06<44:29:05,  3.82s/it]
  9%|▉         | 4395/46302 [4:40:10<44:29:23,  3.82s/it]
  9%|▉         | 4396/46302 [4:40:13<44:29:50,  3.82s/it]
  9%|▉         | 4397/46302 [4:40:17<44:29:38,  3.82s/it]
  9%|▉         | 4398/46302 [4:40:21<44:29:35,  3.82s/it]
 10%|▉         | 4399/46302 [4:40:25<44:29:01,  3.82s/it]
 10%|▉         | 4400/46302 [4:40:29<44:28:59,  3.82s/it]
 10%|▉         | 4401/46302 [4:40:33<44:29:30,  3.82s/it]
 10%|▉         | 4402/46302 [4:40:36<44:29:48,  3.82s/it]
 10%|▉         | 4403/46302 [4:40:40<44:29:50,  3.82s/it]
 10%|▉         | 4404/46302 [4:40:44<44:29:37,  3.82s/it]
 10%|▉         | 4405/46302 [4:40:48<44:29:15,  3.82s/it]
 10%|▉         | 4406/46302 [4:40:52<44:29:12,  3.82s/it]
 10%|▉         | 4407/46302 [4:40:56<44:29:23,  3.82s/it]
 10%|▉         | 4408/46302 [4:40:59<44:28:41,  3.82s/it]
 10%|▉         | 4409/46302 [4:41:03<44:28:44,  3.82s/it]
 10%|▉         | 4410/46302 [4:41:07<44:28:49,  3.82s/it]
 10%|▉         | 4411/46302 [4:41:11<44:29:08,  3.82s/it]
 10%|▉         | 4412/46302 [4:41:15<44:28:44,  3.82s/it]
 10%|▉         | 4413/46302 [4:41:18<44:28:23,  3.82s/it]
 10%|▉         | 4414/46302 [4:41:22<44:28:23,  3.82s/it]
 10%|▉         | 4415/46302 [4:41:26<44:28:18,  3.82s/it]
 10%|▉         | 4416/46302 [4:41:30<44:29:14,  3.82s/it]
 10%|▉         | 4417/46302 [4:41:34<44:29:11,  3.82s/it]
 10%|▉         | 4418/46302 [4:41:38<44:29:45,  3.82s/it]
 10%|▉         | 4419/46302 [4:41:41<44:29:42,  3.82s/it]
 10%|▉         | 4420/46302 [4:41:45<44:29:34,  3.82s/it]
 10%|▉         | 4421/46302 [4:41:49<44:29:19,  3.82s/it]
 10%|▉         | 4422/46302 [4:41:53<44:28:59,  3.82s/it]
 10%|▉         | 4423/46302 [4:41:57<44:29:00,  3.82s/it]
 10%|▉         | 4424/46302 [4:42:01<44:28:19,  3.82s/it]
 10%|▉         | 4425/46302 [4:42:04<44:27:46,  3.82s/it]
 10%|▉         | 4426/46302 [4:42:08<44:28:12,  3.82s/it]
 10%|▉         | 4427/46302 [4:42:12<44:28:36,  3.82s/it]
 10%|▉         | 4428/46302 [4:42:16<44:28:33,  3.82s/it]
 10%|▉         | 4429/46302 [4:42:20<44:27:50,  3.82s/it]
 10%|▉         | 4430/46302 [4:42:23<44:28:00,  3.82s/it]
 10%|▉         | 4431/46302 [4:42:27<44:27:46,  3.82s/it]
 10%|▉         | 4432/46302 [4:42:31<44:27:22,  3.82s/it]
 10%|▉         | 4433/46302 [4:42:35<44:27:44,  3.82s/it]
 10%|▉         | 4434/46302 [4:42:39<44:28:08,  3.82s/it]
 10%|▉         | 4435/46302 [4:42:43<44:27:55,  3.82s/it]
 10%|▉         | 4436/46302 [4:42:46<44:27:54,  3.82s/it]
 10%|▉         | 4437/46302 [4:42:50<44:27:50,  3.82s/it]
 10%|▉         | 4438/46302 [4:42:54<44:27:28,  3.82s/it]
 10%|▉         | 4439/46302 [4:42:58<44:27:14,  3.82s/it]
 10%|▉         | 4440/46302 [4:43:02<44:28:08,  3.82s/it]
 10%|▉         | 4441/46302 [4:43:06<44:27:20,  3.82s/it]
 10%|▉         | 4442/46302 [4:43:09<44:27:52,  3.82s/it]
 10%|▉         | 4443/46302 [4:43:13<44:27:59,  3.82s/it]
 10%|▉         | 4444/46302 [4:43:17<44:27:39,  3.82s/it]
 10%|▉         | 4445/46302 [4:43:21<44:28:25,  3.83s/it]
 10%|▉         | 4446/46302 [4:43:25<44:28:32,  3.83s/it]
 10%|▉         | 4447/46302 [4:43:28<44:28:14,  3.82s/it]
 10%|▉         | 4448/46302 [4:43:32<44:27:56,  3.82s/it]
 10%|▉         | 4449/46302 [4:43:36<44:26:59,  3.82s/it]
 10%|▉         | 4450/46302 [4:43:40<44:27:08,  3.82s/it]
 10%|▉         | 4451/46302 [4:43:44<44:27:11,  3.82s/it]
 10%|▉         | 4452/46302 [4:43:48<44:27:11,  3.82s/it]
 10%|▉         | 4453/46302 [4:43:51<44:27:09,  3.82s/it]
 10%|▉         | 4454/46302 [4:43:55<44:26:50,  3.82s/it]
 10%|▉         | 4455/46302 [4:43:59<44:26:42,  3.82s/it]
 10%|▉         | 4456/46302 [4:44:03<44:26:45,  3.82s/it]
 10%|▉         | 4457/46302 [4:44:07<44:26:39,  3.82s/it]
 10%|▉         | 4458/46302 [4:44:11<44:26:49,  3.82s/it]
 10%|▉         | 4459/46302 [4:44:14<44:26:30,  3.82s/it]
 10%|▉         | 4460/46302 [4:44:18<44:26:26,  3.82s/it]
 10%|▉         | 4461/46302 [4:44:22<44:26:14,  3.82s/it]
 10%|▉         | 4462/46302 [4:44:26<44:25:55,  3.82s/it]
 10%|▉         | 4463/46302 [4:44:30<44:26:15,  3.82s/it]
 10%|▉         | 4464/46302 [4:44:33<44:26:35,  3.82s/it]
 10%|▉         | 4465/46302 [4:44:37<44:26:03,  3.82s/it]
 10%|▉         | 4466/46302 [4:44:41<44:25:31,  3.82s/it]
 10%|▉         | 4467/46302 [4:44:45<44:24:46,  3.82s/it]
 10%|▉         | 4468/46302 [4:44:49<44:25:32,  3.82s/it]
 10%|▉         | 4469/46302 [4:44:53<44:25:26,  3.82s/it]
 10%|▉         | 4470/46302 [4:44:56<44:25:09,  3.82s/it]
 10%|▉         | 4471/46302 [4:45:00<44:25:29,  3.82s/it]
 10%|▉         | 4472/46302 [4:45:04<44:25:32,  3.82s/it]
 10%|▉         | 4473/46302 [4:45:08<44:25:23,  3.82s/it]
 10%|▉         | 4474/46302 [4:45:12<44:25:32,  3.82s/it]
 10%|▉         | 4475/46302 [4:45:16<44:25:15,  3.82s/it]
 10%|▉         | 4476/46302 [4:45:19<44:25:33,  3.82s/it]
 10%|▉         | 4477/46302 [4:45:23<44:25:53,  3.82s/it]
 10%|▉         | 4478/46302 [4:45:27<44:25:42,  3.82s/it]
 10%|▉         | 4479/46302 [4:45:31<44:25:09,  3.82s/it]
 10%|▉         | 4480/46302 [4:45:35<44:25:07,  3.82s/it]
 10%|▉         | 4481/46302 [4:45:38<44:24:33,  3.82s/it]
 10%|▉         | 4482/46302 [4:45:42<44:24:29,  3.82s/it]
 10%|▉         | 4483/46302 [4:45:46<44:24:07,  3.82s/it]
 10%|▉         | 4484/46302 [4:45:50<44:23:27,  3.82s/it]
 10%|▉         | 4485/46302 [4:45:54<44:23:24,  3.82s/it]
 10%|▉         | 4486/46302 [4:45:58<44:24:01,  3.82s/it]
 10%|▉         | 4487/46302 [4:46:01<44:24:06,  3.82s/it]
 10%|▉         | 4488/46302 [4:46:05<44:23:58,  3.82s/it]
 10%|▉         | 4489/46302 [4:46:09<44:24:18,  3.82s/it]
 10%|▉         | 4490/46302 [4:46:13<44:23:46,  3.82s/it]
 10%|▉         | 4491/46302 [4:46:17<44:23:59,  3.82s/it]
 10%|▉         | 4492/46302 [4:46:20<44:24:26,  3.82s/it]
 10%|▉         | 4493/46302 [4:46:24<44:24:09,  3.82s/it]
 10%|▉         | 4494/46302 [4:46:28<44:24:17,  3.82s/it]
 10%|▉         | 4495/46302 [4:46:32<44:23:50,  3.82s/it]
 10%|▉         | 4496/46302 [4:46:36<44:24:22,  3.82s/it]
 10%|▉         | 4497/46302 [4:46:40<44:24:26,  3.82s/it]
 10%|▉         | 4498/46302 [4:46:43<44:23:56,  3.82s/it]
 10%|▉         | 4499/46302 [4:46:47<44:24:09,  3.82s/it]
 10%|▉         | 4500/46302 [4:46:51<44:24:04,  3.82s/it]
                                                         
{'loss': 3.6476, 'learning_rate': 0.0046137035892455085, 'epoch': 0.1}

 10%|▉         | 4500/46302 [4:46:51<44:24:04,  3.82s/it]
 10%|▉         | 4501/46302 [4:46:55<44:24:33,  3.82s/it]
 10%|▉         | 4502/46302 [4:46:59<44:23:55,  3.82s/it]
 10%|▉         | 4503/46302 [4:47:03<44:24:22,  3.82s/it]
 10%|▉         | 4504/46302 [4:47:06<44:23:45,  3.82s/it]
 10%|▉         | 4505/46302 [4:47:10<44:24:36,  3.83s/it]
 10%|▉         | 4506/46302 [4:47:14<44:24:02,  3.82s/it]
 10%|▉         | 4507/46302 [4:47:18<44:23:30,  3.82s/it]
 10%|▉         | 4508/46302 [4:47:22<44:22:37,  3.82s/it]
 10%|▉         | 4509/46302 [4:47:26<44:23:06,  3.82s/it]
 10%|▉         | 4510/46302 [4:47:29<44:22:46,  3.82s/it]
 10%|▉         | 4511/46302 [4:47:33<44:23:00,  3.82s/it]
 10%|▉         | 4512/46302 [4:47:37<44:22:06,  3.82s/it]
 10%|▉         | 4513/46302 [4:47:41<44:22:35,  3.82s/it]
 10%|▉         | 4514/46302 [4:47:45<44:23:04,  3.82s/it]
 10%|▉         | 4515/46302 [4:47:48<44:22:50,  3.82s/it]
 10%|▉         | 4516/46302 [4:47:52<44:22:18,  3.82s/it]
 10%|▉         | 4517/46302 [4:47:56<44:22:20,  3.82s/it]
 10%|▉         | 4518/46302 [4:48:00<44:22:11,  3.82s/it]
 10%|▉         | 4519/46302 [4:48:04<44:22:11,  3.82s/it]
 10%|▉         | 4520/46302 [4:48:08<44:22:25,  3.82s/it]
 10%|▉         | 4521/46302 [4:48:11<44:21:40,  3.82s/it]
 10%|▉         | 4522/46302 [4:48:15<44:21:33,  3.82s/it]
 10%|▉         | 4523/46302 [4:48:19<44:21:08,  3.82s/it]
 10%|▉         | 4524/46302 [4:48:23<44:21:11,  3.82s/it]
 10%|▉         | 4525/46302 [4:48:27<44:21:37,  3.82s/it]
 10%|▉         | 4526/46302 [4:48:30<44:21:52,  3.82s/it]
 10%|▉         | 4527/46302 [4:48:34<44:21:37,  3.82s/it]
 10%|▉         | 4528/46302 [4:48:38<44:21:50,  3.82s/it]
 10%|▉         | 4529/46302 [4:48:42<44:21:30,  3.82s/it]
 10%|▉         | 4530/46302 [4:48:46<44:20:36,  3.82s/it]
 10%|▉         | 4531/46302 [4:48:50<44:21:30,  3.82s/it]
 10%|▉         | 4532/46302 [4:48:53<44:21:27,  3.82s/it]
 10%|▉         | 4533/46302 [4:48:57<44:21:12,  3.82s/it]
 10%|▉         | 4534/46302 [4:49:01<44:20:55,  3.82s/it]
 10%|▉         | 4535/46302 [4:49:05<44:21:22,  3.82s/it]
 10%|▉         | 4536/46302 [4:49:09<44:20:57,  3.82s/it]
 10%|▉         | 4537/46302 [4:49:13<44:19:39,  3.82s/it]
 10%|▉         | 4538/46302 [4:49:16<44:19:13,  3.82s/it]
 10%|▉         | 4539/46302 [4:49:20<44:18:36,  3.82s/it]
 10%|▉         | 4540/46302 [4:49:24<44:18:48,  3.82s/it]
 10%|▉         | 4541/46302 [4:49:28<44:19:22,  3.82s/it]
 10%|▉         | 4542/46302 [4:49:32<44:19:13,  3.82s/it]
 10%|▉         | 4543/46302 [4:49:35<44:19:04,  3.82s/it]
 10%|▉         | 4544/46302 [4:49:39<44:18:26,  3.82s/it]
 10%|▉         | 4545/46302 [4:49:43<44:18:45,  3.82s/it]
 10%|▉         | 4546/46302 [4:49:47<44:19:03,  3.82s/it]
 10%|▉         | 4547/46302 [4:49:51<44:19:37,  3.82s/it]
 10%|▉         | 4548/46302 [4:49:55<44:19:30,  3.82s/it]
 10%|▉         | 4549/46302 [4:49:58<44:19:31,  3.82s/it]
 10%|▉         | 4550/46302 [4:50:02<44:18:48,  3.82s/it]
 10%|▉         | 4551/46302 [4:50:06<44:19:16,  3.82s/it]
 10%|▉         | 4552/46302 [4:50:10<44:18:46,  3.82s/it]
 10%|▉         | 4553/46302 [4:50:14<44:19:13,  3.82s/it]
 10%|▉         | 4554/46302 [4:50:17<44:18:33,  3.82s/it]
 10%|▉         | 4555/46302 [4:50:21<44:17:29,  3.82s/it]
 10%|▉         | 4556/46302 [4:50:25<44:17:53,  3.82s/it]
 10%|▉         | 4557/46302 [4:50:29<44:18:32,  3.82s/it]
 10%|▉         | 4558/46302 [4:50:33<44:18:23,  3.82s/it]
 10%|▉         | 4559/46302 [4:50:37<44:18:29,  3.82s/it]
 10%|▉         | 4560/46302 [4:50:40<44:18:08,  3.82s/it]
 10%|▉         | 4561/46302 [4:50:44<44:18:47,  3.82s/it]
 10%|▉         | 4562/46302 [4:50:48<44:19:28,  3.82s/it]
 10%|▉         | 4563/46302 [4:50:52<44:19:41,  3.82s/it]
 10%|▉         | 4564/46302 [4:50:56<44:19:12,  3.82s/it]
 10%|▉         | 4565/46302 [4:51:00<44:18:36,  3.82s/it]
 10%|▉         | 4566/46302 [4:51:03<44:18:48,  3.82s/it]
 10%|▉         | 4567/46302 [4:51:07<44:18:40,  3.82s/it]
 10%|▉         | 4568/46302 [4:51:11<44:17:37,  3.82s/it]
 10%|▉         | 4569/46302 [4:51:15<44:17:07,  3.82s/it]
 10%|▉         | 4570/46302 [4:51:19<44:17:36,  3.82s/it]
 10%|▉         | 4571/46302 [4:51:22<44:17:34,  3.82s/it]
 10%|▉         | 4572/46302 [4:51:26<44:17:49,  3.82s/it]
 10%|▉         | 4573/46302 [4:51:30<44:17:55,  3.82s/it]
 10%|▉         | 4574/46302 [4:51:34<44:18:02,  3.82s/it]
 10%|▉         | 4575/46302 [4:51:38<44:17:15,  3.82s/it]
 10%|▉         | 4576/46302 [4:51:42<44:17:49,  3.82s/it]
 10%|▉         | 4577/46302 [4:51:45<44:18:26,  3.82s/it]
 10%|▉         | 4578/46302 [4:51:49<44:18:14,  3.82s/it]
 10%|▉         | 4579/46302 [4:51:53<44:18:10,  3.82s/it]
 10%|▉         | 4580/46302 [4:51:57<44:18:38,  3.82s/it]
 10%|▉         | 4581/46302 [4:52:01<44:19:01,  3.82s/it]
 10%|▉         | 4582/46302 [4:52:05<44:18:15,  3.82s/it]
 10%|▉         | 4583/46302 [4:52:08<44:18:54,  3.82s/it]
 10%|▉         | 4584/46302 [4:52:12<44:19:28,  3.82s/it]
 10%|▉         | 4585/46302 [4:52:16<44:18:48,  3.82s/it]
 10%|▉         | 4586/46302 [4:52:20<44:18:19,  3.82s/it]
 10%|▉         | 4587/46302 [4:52:24<44:18:28,  3.82s/it]
 10%|▉         | 4588/46302 [4:52:27<44:17:42,  3.82s/it]
 10%|▉         | 4589/46302 [4:52:31<44:17:59,  3.82s/it]
 10%|▉         | 4590/46302 [4:52:35<44:16:26,  3.82s/it]
 10%|▉         | 4591/46302 [4:52:39<44:16:50,  3.82s/it]
 10%|▉         | 4592/46302 [4:52:43<44:15:23,  3.82s/it]
 10%|▉         | 4593/46302 [4:52:47<44:15:57,  3.82s/it]
 10%|▉         | 4594/46302 [4:52:50<44:16:28,  3.82s/it]
 10%|▉         | 4595/46302 [4:52:54<44:16:50,  3.82s/it]
 10%|▉         | 4596/46302 [4:52:58<44:17:07,  3.82s/it]
 10%|▉         | 4597/46302 [4:53:02<44:17:00,  3.82s/it]
 10%|▉         | 4598/46302 [4:53:06<44:15:00,  3.82s/it]
 10%|▉         | 4599/46302 [4:53:09<44:15:46,  3.82s/it]
 10%|▉         | 4600/46302 [4:53:13<44:14:59,  3.82s/it]
 10%|▉         | 4601/46302 [4:53:17<44:15:16,  3.82s/it]
 10%|▉         | 4602/46302 [4:53:21<44:13:11,  3.82s/it]
 10%|▉         | 4603/46302 [4:53:25<44:14:03,  3.82s/it]
 10%|▉         | 4604/46302 [4:53:29<44:14:32,  3.82s/it]
 10%|▉         | 4605/46302 [4:53:32<44:14:39,  3.82s/it]
 10%|▉         | 4606/46302 [4:53:36<44:14:30,  3.82s/it]
 10%|▉         | 4607/46302 [4:53:40<44:13:26,  3.82s/it]
 10%|▉         | 4608/46302 [4:53:44<44:14:05,  3.82s/it]
 10%|▉         | 4609/46302 [4:53:48<44:14:58,  3.82s/it]
 10%|▉         | 4610/46302 [4:53:51<44:14:57,  3.82s/it]
 10%|▉         | 4611/46302 [4:53:55<44:14:38,  3.82s/it]
 10%|▉         | 4612/46302 [4:53:59<44:14:45,  3.82s/it]
 10%|▉         | 4613/46302 [4:54:03<44:15:02,  3.82s/it]
 10%|▉         | 4614/46302 [4:54:07<44:14:35,  3.82s/it]
 10%|▉         | 4615/46302 [4:54:11<44:14:46,  3.82s/it]
 10%|▉         | 4616/46302 [4:54:14<44:14:29,  3.82s/it]
 10%|▉         | 4617/46302 [4:54:18<44:14:18,  3.82s/it]
 10%|▉         | 4618/46302 [4:54:22<44:14:07,  3.82s/it]
 10%|▉         | 4619/46302 [4:54:26<44:14:53,  3.82s/it]
 10%|▉         | 4620/46302 [4:54:30<44:15:01,  3.82s/it]
 10%|▉         | 4621/46302 [4:54:34<44:15:02,  3.82s/it]
 10%|▉         | 4622/46302 [4:54:37<44:14:24,  3.82s/it]
 10%|▉         | 4623/46302 [4:54:41<44:11:51,  3.82s/it]
 10%|▉         | 4624/46302 [4:54:45<44:12:31,  3.82s/it]
 10%|▉         | 4625/46302 [4:54:49<44:14:05,  3.82s/it]
 10%|▉         | 4626/46302 [4:54:53<44:13:57,  3.82s/it]
 10%|▉         | 4627/46302 [4:54:56<44:13:48,  3.82s/it]
 10%|▉         | 4628/46302 [4:55:00<44:13:56,  3.82s/it]
 10%|▉         | 4629/46302 [4:55:04<44:14:40,  3.82s/it]
 10%|▉         | 4630/46302 [4:55:08<44:14:50,  3.82s/it]
 10%|█         | 4631/46302 [4:55:12<44:15:31,  3.82s/it]
 10%|█         | 4632/46302 [4:55:16<44:15:14,  3.82s/it]
 10%|█         | 4633/46302 [4:55:19<44:15:01,  3.82s/it]
 10%|█         | 4634/46302 [4:55:23<44:14:46,  3.82s/it]
 10%|█         | 4635/46302 [4:55:27<44:14:49,  3.82s/it]
 10%|█         | 4636/46302 [4:55:31<44:14:31,  3.82s/it]
 10%|█         | 4637/46302 [4:55:35<44:14:11,  3.82s/it]
 10%|█         | 4638/46302 [4:55:38<44:13:42,  3.82s/it]
 10%|█         | 4639/46302 [4:55:42<44:14:15,  3.82s/it]
 10%|█         | 4640/46302 [4:55:46<44:14:15,  3.82s/it]
 10%|█         | 4641/46302 [4:55:50<44:14:31,  3.82s/it]
 10%|█         | 4642/46302 [4:55:54<44:14:04,  3.82s/it]
 10%|█         | 4643/46302 [4:55:58<44:14:11,  3.82s/it]
 10%|█         | 4644/46302 [4:56:01<44:14:07,  3.82s/it]
 10%|█         | 4645/46302 [4:56:05<44:14:54,  3.82s/it]
 10%|█         | 4646/46302 [4:56:09<44:14:21,  3.82s/it]
 10%|█         | 4647/46302 [4:56:13<44:14:08,  3.82s/it]
 10%|█         | 4648/46302 [4:56:17<44:13:55,  3.82s/it]
 10%|█         | 4649/46302 [4:56:21<44:14:14,  3.82s/it]
 10%|█         | 4650/46302 [4:56:24<44:13:53,  3.82s/it]
 10%|█         | 4651/46302 [4:56:28<44:13:14,  3.82s/it]
 10%|█         | 4652/46302 [4:56:32<44:13:29,  3.82s/it]
 10%|█         | 4653/46302 [4:56:36<44:13:06,  3.82s/it]
 10%|█         | 4654/46302 [4:56:40<44:12:31,  3.82s/it]
 10%|█         | 4655/46302 [4:56:43<44:12:46,  3.82s/it]
 10%|█         | 4656/46302 [4:56:47<44:13:04,  3.82s/it]
 10%|█         | 4657/46302 [4:56:51<44:13:13,  3.82s/it]
 10%|█         | 4658/46302 [4:56:55<44:12:45,  3.82s/it]
 10%|█         | 4659/46302 [4:56:59<44:13:00,  3.82s/it]
 10%|█         | 4660/46302 [4:57:03<44:13:05,  3.82s/it]
 10%|█         | 4661/46302 [4:57:06<44:12:42,  3.82s/it]
 10%|█         | 4662/46302 [4:57:10<44:12:19,  3.82s/it]
 10%|█         | 4663/46302 [4:57:14<44:12:09,  3.82s/it]
 10%|█         | 4664/46302 [4:57:18<44:12:30,  3.82s/it]
 10%|█         | 4665/46302 [4:57:22<44:13:00,  3.82s/it]
 10%|█         | 4666/46302 [4:57:26<44:13:35,  3.82s/it]
 10%|█         | 4667/46302 [4:57:29<44:13:37,  3.82s/it]
 10%|█         | 4668/46302 [4:57:33<44:13:43,  3.82s/it]
 10%|█         | 4669/46302 [4:57:37<44:13:34,  3.82s/it]
 10%|█         | 4670/46302 [4:57:41<44:13:30,  3.82s/it]
 10%|█         | 4671/46302 [4:57:45<44:13:22,  3.82s/it]
 10%|█         | 4672/46302 [4:57:48<44:12:48,  3.82s/it]
 10%|█         | 4673/46302 [4:57:52<44:12:52,  3.82s/it]
 10%|█         | 4674/46302 [4:57:56<44:13:05,  3.82s/it]
 10%|█         | 4675/46302 [4:58:00<44:13:28,  3.82s/it]
 10%|█         | 4676/46302 [4:58:04<44:12:59,  3.82s/it]
 10%|█         | 4677/46302 [4:58:08<44:12:21,  3.82s/it]
 10%|█         | 4678/46302 [4:58:11<44:12:40,  3.82s/it]
 10%|█         | 4679/46302 [4:58:15<44:12:45,  3.82s/it]
 10%|█         | 4680/46302 [4:58:19<44:13:01,  3.82s/it]
 10%|█         | 4681/46302 [4:58:23<44:13:50,  3.83s/it]
 10%|█         | 4682/46302 [4:58:27<44:13:25,  3.83s/it]
 10%|█         | 4683/46302 [4:58:31<44:13:10,  3.82s/it]
 10%|█         | 4684/46302 [4:58:34<44:13:11,  3.83s/it]
 10%|█         | 4685/46302 [4:58:38<44:12:34,  3.82s/it]
 10%|█         | 4686/46302 [4:58:42<44:12:00,  3.82s/it]
 10%|█         | 4687/46302 [4:58:46<44:12:47,  3.82s/it]
 10%|█         | 4688/46302 [4:58:50<44:12:32,  3.82s/it]
 10%|█         | 4689/46302 [4:58:53<44:12:10,  3.82s/it]
 10%|█         | 4690/46302 [4:58:57<44:11:29,  3.82s/it]
 10%|█         | 4691/46302 [4:59:01<44:11:25,  3.82s/it]
 10%|█         | 4692/46302 [4:59:05<44:11:21,  3.82s/it]
 10%|█         | 4693/46302 [4:59:09<44:12:05,  3.82s/it]
 10%|█         | 4694/46302 [4:59:13<44:11:59,  3.82s/it]
 10%|█         | 4695/46302 [4:59:16<44:11:54,  3.82s/it]
 10%|█         | 4696/46302 [4:59:20<44:11:53,  3.82s/it]
 10%|█         | 4697/46302 [4:59:24<44:11:32,  3.82s/it]
 10%|█         | 4698/46302 [4:59:28<44:11:56,  3.82s/it]
 10%|█         | 4699/46302 [4:59:32<44:12:01,  3.82s/it]
 10%|█         | 4700/46302 [4:59:36<44:10:52,  3.82s/it]
 10%|█         | 4701/46302 [4:59:39<44:10:55,  3.82s/it]
 10%|█         | 4702/46302 [4:59:43<44:11:00,  3.82s/it]
 10%|█         | 4703/46302 [4:59:47<44:10:01,  3.82s/it]
 10%|█         | 4704/46302 [4:59:51<44:10:23,  3.82s/it]
 10%|█         | 4705/46302 [4:59:55<44:10:04,  3.82s/it]
 10%|█         | 4706/46302 [4:59:58<44:09:48,  3.82s/it]
 10%|█         | 4707/46302 [5:00:02<44:10:05,  3.82s/it]
 10%|█         | 4708/46302 [5:00:06<44:10:21,  3.82s/it]
 10%|█         | 4709/46302 [5:00:10<44:10:27,  3.82s/it]
 10%|█         | 4710/46302 [5:00:14<44:10:04,  3.82s/it]
 10%|█         | 4711/46302 [5:00:18<44:09:24,  3.82s/it]
 10%|█         | 4712/46302 [5:00:21<44:09:28,  3.82s/it]
 10%|█         | 4713/46302 [5:00:25<44:09:35,  3.82s/it]
 10%|█         | 4714/46302 [5:00:29<44:10:03,  3.82s/it]
 10%|█         | 4715/46302 [5:00:33<44:09:44,  3.82s/it]
 10%|█         | 4716/46302 [5:00:37<44:10:04,  3.82s/it]
 10%|█         | 4717/46302 [5:00:41<44:09:54,  3.82s/it]
 10%|█         | 4718/46302 [5:00:44<44:09:41,  3.82s/it]
 10%|█         | 4719/46302 [5:00:48<44:10:19,  3.82s/it]
 10%|█         | 4720/46302 [5:00:52<44:09:42,  3.82s/it]
 10%|█         | 4721/46302 [5:00:56<44:09:36,  3.82s/it]
 10%|█         | 4722/46302 [5:01:00<44:09:20,  3.82s/it]
 10%|█         | 4723/46302 [5:01:03<44:09:13,  3.82s/it]
 10%|█         | 4724/46302 [5:01:07<44:09:22,  3.82s/it]
 10%|█         | 4725/46302 [5:01:11<44:09:10,  3.82s/it]
 10%|█         | 4726/46302 [5:01:15<44:09:03,  3.82s/it]
 10%|█         | 4727/46302 [5:01:19<44:08:58,  3.82s/it]
 10%|█         | 4728/46302 [5:01:23<44:08:58,  3.82s/it]
 10%|█         | 4729/46302 [5:01:26<44:09:54,  3.82s/it]
 10%|█         | 4730/46302 [5:01:30<44:10:24,  3.83s/it]
 10%|█         | 4731/46302 [5:01:34<44:10:26,  3.83s/it]
 10%|█         | 4732/46302 [5:01:38<44:10:08,  3.83s/it]
 10%|█         | 4733/46302 [5:01:42<44:10:32,  3.83s/it]
 10%|█         | 4734/46302 [5:01:46<44:08:58,  3.82s/it]
 10%|█         | 4735/46302 [5:01:49<44:09:11,  3.82s/it]
 10%|█         | 4736/46302 [5:01:53<44:07:57,  3.82s/it]
 10%|█         | 4737/46302 [5:01:57<44:07:15,  3.82s/it]
 10%|█         | 4738/46302 [5:02:01<44:07:26,  3.82s/it]
 10%|█         | 4739/46302 [5:02:05<44:07:45,  3.82s/it]
 10%|█         | 4740/46302 [5:02:08<44:07:09,  3.82s/it]
 10%|█         | 4741/46302 [5:02:12<44:07:01,  3.82s/it]
 10%|█         | 4742/46302 [5:02:16<44:06:52,  3.82s/it]
 10%|█         | 4743/46302 [5:02:20<44:07:37,  3.82s/it]
 10%|█         | 4744/46302 [5:02:24<44:07:16,  3.82s/it]
 10%|█         | 4745/46302 [5:02:28<44:06:31,  3.82s/it]
 10%|█         | 4746/46302 [5:02:31<44:07:05,  3.82s/it]
 10%|█         | 4747/46302 [5:02:35<44:07:34,  3.82s/it]
 10%|█         | 4748/46302 [5:02:39<44:07:01,  3.82s/it]
 10%|█         | 4749/46302 [5:02:43<44:07:31,  3.82s/it]
 10%|█         | 4750/46302 [5:02:47<44:07:08,  3.82s/it]
 10%|█         | 4751/46302 [5:02:51<44:07:29,  3.82s/it]
 10%|█         | 4752/46302 [5:02:54<44:07:56,  3.82s/it]
 10%|█         | 4753/46302 [5:02:58<44:06:29,  3.82s/it]
 10%|█         | 4754/46302 [5:03:02<44:05:52,  3.82s/it]
 10%|█         | 4755/46302 [5:03:06<44:06:18,  3.82s/it]
 10%|█         | 4756/46302 [5:03:10<44:06:28,  3.82s/it]
 10%|█         | 4757/46302 [5:03:13<44:06:24,  3.82s/it]
 10%|█         | 4758/46302 [5:03:17<44:05:41,  3.82s/it]
 10%|█         | 4759/46302 [5:03:21<44:06:06,  3.82s/it]
 10%|█         | 4760/46302 [5:03:25<44:06:26,  3.82s/it]
 10%|█         | 4761/46302 [5:03:29<44:05:39,  3.82s/it]
 10%|█         | 4762/46302 [5:03:33<44:05:26,  3.82s/it]
 10%|█         | 4763/46302 [5:03:36<44:05:26,  3.82s/it]
 10%|█         | 4764/46302 [5:03:40<44:05:14,  3.82s/it]
 10%|█         | 4765/46302 [5:03:44<44:05:24,  3.82s/it]
 10%|█         | 4766/46302 [5:03:48<44:04:22,  3.82s/it]
 10%|█         | 4767/46302 [5:03:52<44:04:22,  3.82s/it]
 10%|█         | 4768/46302 [5:03:55<44:04:44,  3.82s/it]
 10%|█         | 4769/46302 [5:03:59<44:05:07,  3.82s/it]
 10%|█         | 4770/46302 [5:04:03<44:05:13,  3.82s/it]
 10%|█         | 4771/46302 [5:04:07<44:04:44,  3.82s/it]
 10%|█         | 4772/46302 [5:04:11<44:04:09,  3.82s/it]
 10%|█         | 4773/46302 [5:04:15<44:04:17,  3.82s/it]
 10%|█         | 4774/46302 [5:04:18<44:04:56,  3.82s/it]
 10%|█         | 4775/46302 [5:04:22<44:05:04,  3.82s/it]
 10%|█         | 4776/46302 [5:04:26<44:04:43,  3.82s/it]
 10%|█         | 4777/46302 [5:04:30<44:05:18,  3.82s/it]
 10%|█         | 4778/46302 [5:04:34<44:04:46,  3.82s/it]
 10%|█         | 4779/46302 [5:04:38<44:04:06,  3.82s/it]
 10%|█         | 4780/46302 [5:04:41<44:03:05,  3.82s/it]
 10%|█         | 4781/46302 [5:04:45<44:03:23,  3.82s/it]
 10%|█         | 4782/46302 [5:04:49<44:03:57,  3.82s/it]
 10%|█         | 4783/46302 [5:04:53<44:04:03,  3.82s/it]
 10%|█         | 4784/46302 [5:04:57<44:04:16,  3.82s/it]
 10%|█         | 4785/46302 [5:05:00<44:05:03,  3.82s/it]
 10%|█         | 4786/46302 [5:05:04<44:04:09,  3.82s/it]
 10%|█         | 4787/46302 [5:05:08<44:04:49,  3.82s/it]
 10%|█         | 4788/46302 [5:05:12<44:04:26,  3.82s/it]
 10%|█         | 4789/46302 [5:05:16<44:04:45,  3.82s/it]
 10%|█         | 4790/46302 [5:05:20<44:04:57,  3.82s/it]
 10%|█         | 4791/46302 [5:05:23<44:04:46,  3.82s/it]
 10%|█         | 4792/46302 [5:05:27<44:04:57,  3.82s/it]
 10%|█         | 4793/46302 [5:05:31<44:04:39,  3.82s/it]
 10%|█         | 4794/46302 [5:05:35<44:04:33,  3.82s/it]
 10%|█         | 4795/46302 [5:05:39<44:03:39,  3.82s/it]
 10%|█         | 4796/46302 [5:05:42<44:03:10,  3.82s/it]
 10%|█         | 4797/46302 [5:05:46<44:03:15,  3.82s/it]
 10%|█         | 4798/46302 [5:05:50<44:03:10,  3.82s/it]
 10%|█         | 4799/46302 [5:05:54<44:03:08,  3.82s/it]
 10%|█         | 4800/46302 [5:05:58<44:03:08,  3.82s/it]
 10%|█         | 4801/46302 [5:06:02<44:03:08,  3.82s/it]
 10%|█         | 4802/46302 [5:06:05<44:02:53,  3.82s/it]
 10%|█         | 4803/46302 [5:06:09<44:03:25,  3.82s/it]
 10%|█         | 4804/46302 [5:06:13<44:03:41,  3.82s/it]
 10%|█         | 4805/46302 [5:06:17<44:03:37,  3.82s/it]
 10%|█         | 4806/46302 [5:06:21<44:02:52,  3.82s/it]
 10%|█         | 4807/46302 [5:06:25<44:03:27,  3.82s/it]
 10%|█         | 4808/46302 [5:06:28<44:03:05,  3.82s/it]
 10%|█         | 4809/46302 [5:06:32<44:01:56,  3.82s/it]
 10%|█         | 4810/46302 [5:06:36<44:01:43,  3.82s/it]
 10%|█         | 4811/46302 [5:06:40<44:02:27,  3.82s/it]
 10%|█         | 4812/46302 [5:06:44<44:02:30,  3.82s/it]
 10%|█         | 4813/46302 [5:06:47<44:02:39,  3.82s/it]
 10%|█         | 4814/46302 [5:06:51<44:02:16,  3.82s/it]
 10%|█         | 4815/46302 [5:06:55<44:02:25,  3.82s/it]
 10%|█         | 4816/46302 [5:06:59<44:02:16,  3.82s/it]
 10%|█         | 4817/46302 [5:07:03<44:01:55,  3.82s/it]
 10%|█         | 4818/46302 [5:07:07<44:01:59,  3.82s/it]
 10%|█         | 4819/46302 [5:07:10<44:03:00,  3.82s/it]
 10%|█         | 4820/46302 [5:07:14<44:03:13,  3.82s/it]
 10%|█         | 4821/46302 [5:07:18<44:03:41,  3.82s/it]
 10%|█         | 4822/46302 [5:07:22<44:03:42,  3.82s/it]
 10%|█         | 4823/46302 [5:07:26<44:03:23,  3.82s/it]
 10%|█         | 4824/46302 [5:07:30<44:03:21,  3.82s/it]
 10%|█         | 4825/46302 [5:07:33<44:03:19,  3.82s/it]
 10%|█         | 4826/46302 [5:07:37<44:03:06,  3.82s/it]
 10%|█         | 4827/46302 [5:07:41<44:03:24,  3.82s/it]
 10%|█         | 4828/46302 [5:07:45<44:02:58,  3.82s/it]
 10%|█         | 4829/46302 [5:07:49<44:03:13,  3.82s/it]
 10%|█         | 4830/46302 [5:07:52<44:02:30,  3.82s/it]
 10%|█         | 4831/46302 [5:07:56<44:02:14,  3.82s/it]
 10%|█         | 4832/46302 [5:08:00<44:01:39,  3.82s/it]
 10%|█         | 4833/46302 [5:08:04<44:01:51,  3.82s/it]
 10%|█         | 4834/46302 [5:08:08<44:00:30,  3.82s/it]
 10%|█         | 4835/46302 [5:08:12<44:00:59,  3.82s/it]
 10%|█         | 4836/46302 [5:08:15<44:01:08,  3.82s/it]
 10%|█         | 4837/46302 [5:08:19<44:01:23,  3.82s/it]
 10%|█         | 4838/46302 [5:08:23<44:01:01,  3.82s/it]
 10%|█         | 4839/46302 [5:08:27<44:00:07,  3.82s/it]
 10%|█         | 4840/46302 [5:08:31<44:00:14,  3.82s/it]
 10%|█         | 4841/46302 [5:08:34<43:59:29,  3.82s/it]
 10%|█         | 4842/46302 [5:08:38<43:59:53,  3.82s/it]
 10%|█         | 4843/46302 [5:08:42<44:00:06,  3.82s/it]
 10%|█         | 4844/46302 [5:08:46<44:00:01,  3.82s/it]
 10%|█         | 4845/46302 [5:08:50<43:59:59,  3.82s/it]
 10%|█         | 4846/46302 [5:08:54<44:00:16,  3.82s/it]
 10%|█         | 4847/46302 [5:08:57<44:00:23,  3.82s/it]
 10%|█         | 4848/46302 [5:09:01<43:59:51,  3.82s/it]
 10%|█         | 4849/46302 [5:09:05<43:59:53,  3.82s/it]
 10%|█         | 4850/46302 [5:09:09<44:00:03,  3.82s/it]
 10%|█         | 4851/46302 [5:09:13<44:00:09,  3.82s/it]
 10%|█         | 4852/46302 [5:09:17<44:00:10,  3.82s/it]
 10%|█         | 4853/46302 [5:09:20<43:59:34,  3.82s/it]
 10%|█         | 4854/46302 [5:09:24<43:59:12,  3.82s/it]
 10%|█         | 4855/46302 [5:09:28<43:59:25,  3.82s/it]
 10%|█         | 4856/46302 [5:09:32<43:59:23,  3.82s/it]
 10%|█         | 4857/46302 [5:09:36<43:59:50,  3.82s/it]
 10%|█         | 4858/46302 [5:09:39<44:00:28,  3.82s/it]
 10%|█         | 4859/46302 [5:09:43<44:00:27,  3.82s/it]
 10%|█         | 4860/46302 [5:09:47<44:00:18,  3.82s/it]
 10%|█         | 4861/46302 [5:09:51<44:00:04,  3.82s/it]
 11%|█         | 4862/46302 [5:09:55<44:00:39,  3.82s/it]
 11%|█         | 4863/46302 [5:09:59<44:00:36,  3.82s/it]
 11%|█         | 4864/46302 [5:10:02<44:00:24,  3.82s/it]
 11%|█         | 4865/46302 [5:10:06<43:59:09,  3.82s/it]
 11%|█         | 4866/46302 [5:10:10<43:59:14,  3.82s/it]
 11%|█         | 4867/46302 [5:10:14<43:59:50,  3.82s/it]
 11%|█         | 4868/46302 [5:10:18<43:59:42,  3.82s/it]
 11%|█         | 4869/46302 [5:10:21<43:58:55,  3.82s/it]
 11%|█         | 4870/46302 [5:10:25<43:59:02,  3.82s/it]
 11%|█         | 4871/46302 [5:10:29<43:59:14,  3.82s/it]
 11%|█         | 4872/46302 [5:10:33<43:59:00,  3.82s/it]
 11%|█         | 4873/46302 [5:10:37<43:59:05,  3.82s/it]
 11%|█         | 4874/46302 [5:10:41<43:59:16,  3.82s/it]
 11%|█         | 4875/46302 [5:10:44<43:58:52,  3.82s/it]
 11%|█         | 4876/46302 [5:10:48<43:59:28,  3.82s/it]
 11%|█         | 4877/46302 [5:10:52<43:59:11,  3.82s/it]
 11%|█         | 4878/46302 [5:10:56<43:59:00,  3.82s/it]
 11%|█         | 4879/46302 [5:11:00<43:59:07,  3.82s/it]
 11%|█         | 4880/46302 [5:11:04<43:58:36,  3.82s/it]
 11%|█         | 4881/46302 [5:11:07<43:58:19,  3.82s/it]
 11%|█         | 4882/46302 [5:11:11<43:58:12,  3.82s/it]
 11%|█         | 4883/46302 [5:11:15<43:58:40,  3.82s/it]
 11%|█         | 4884/46302 [5:11:19<43:57:39,  3.82s/it]
 11%|█         | 4885/46302 [5:11:23<43:56:58,  3.82s/it]
 11%|█         | 4886/46302 [5:11:26<43:56:34,  3.82s/it]
 11%|█         | 4887/46302 [5:11:30<43:55:13,  3.82s/it]
 11%|█         | 4888/46302 [5:11:34<43:55:25,  3.82s/it]
 11%|█         | 4889/46302 [5:11:38<43:55:13,  3.82s/it]
 11%|█         | 4890/46302 [5:11:42<43:53:42,  3.82s/it]
 11%|█         | 4891/46302 [5:11:46<43:53:35,  3.82s/it]
 11%|█         | 4892/46302 [5:11:49<43:53:41,  3.82s/it]
 11%|█         | 4893/46302 [5:11:53<43:53:37,  3.82s/it]
 11%|█         | 4894/46302 [5:11:57<43:52:54,  3.82s/it]
 11%|█         | 4895/46302 [5:12:01<43:53:19,  3.82s/it]
 11%|█         | 4896/46302 [5:12:05<43:53:53,  3.82s/it]
 11%|█         | 4897/46302 [5:12:08<43:54:20,  3.82s/it]
 11%|█         | 4898/46302 [5:12:12<43:54:44,  3.82s/it]
 11%|█         | 4899/46302 [5:12:16<43:55:02,  3.82s/it]
 11%|█         | 4900/46302 [5:12:20<43:54:07,  3.82s/it]
 11%|█         | 4901/46302 [5:12:24<43:54:49,  3.82s/it]
 11%|█         | 4902/46302 [5:12:28<43:54:43,  3.82s/it]
 11%|█         | 4903/46302 [5:12:31<43:54:55,  3.82s/it]
 11%|█         | 4904/46302 [5:12:35<43:54:56,  3.82s/it]
 11%|█         | 4905/46302 [5:12:39<43:55:12,  3.82s/it]
 11%|█         | 4906/46302 [5:12:43<43:54:17,  3.82s/it]
 11%|█         | 4907/46302 [5:12:47<43:53:10,  3.82s/it]
 11%|█         | 4908/46302 [5:12:50<43:53:30,  3.82s/it]
 11%|█         | 4909/46302 [5:12:54<43:54:18,  3.82s/it]
 11%|█         | 4910/46302 [5:12:58<43:53:23,  3.82s/it]
 11%|█         | 4911/46302 [5:13:02<43:52:16,  3.82s/it]
 11%|█         | 4912/46302 [5:13:06<43:52:29,  3.82s/it]
 11%|█         | 4913/46302 [5:13:10<43:53:18,  3.82s/it]
 11%|█         | 4914/46302 [5:13:13<43:53:24,  3.82s/it]
 11%|█         | 4915/46302 [5:13:17<43:53:00,  3.82s/it]
 11%|█         | 4916/46302 [5:13:21<43:53:30,  3.82s/it]
 11%|█         | 4917/46302 [5:13:25<43:54:02,  3.82s/it]
 11%|█         | 4918/46302 [5:13:29<43:53:06,  3.82s/it]
 11%|█         | 4919/46302 [5:13:32<43:52:56,  3.82s/it]
 11%|█         | 4920/46302 [5:13:36<43:52:55,  3.82s/it]
 11%|█         | 4921/46302 [5:13:40<43:52:38,  3.82s/it]
 11%|█         | 4922/46302 [5:13:44<43:52:51,  3.82s/it]
 11%|█         | 4923/46302 [5:13:48<43:52:50,  3.82s/it]
 11%|█         | 4924/46302 [5:13:52<43:52:29,  3.82s/it]
 11%|█         | 4925/46302 [5:13:55<43:52:33,  3.82s/it]
 11%|█         | 4926/46302 [5:13:59<43:52:10,  3.82s/it]
 11%|█         | 4927/46302 [5:14:03<43:52:40,  3.82s/it]
 11%|█         | 4928/46302 [5:14:07<43:52:53,  3.82s/it]
 11%|█         | 4929/46302 [5:14:11<43:52:30,  3.82s/it]
 11%|█         | 4930/46302 [5:14:14<43:52:10,  3.82s/it]
 11%|█         | 4931/46302 [5:14:18<43:52:53,  3.82s/it]
 11%|█         | 4932/46302 [5:14:22<43:54:06,  3.82s/it]
 11%|█         | 4933/46302 [5:14:26<43:53:20,  3.82s/it]
 11%|█         | 4934/46302 [5:14:30<43:53:31,  3.82s/it]
 11%|█         | 4935/46302 [5:14:34<43:53:26,  3.82s/it]
 11%|█         | 4936/46302 [5:14:37<43:53:24,  3.82s/it]
 11%|█         | 4937/46302 [5:14:41<43:52:54,  3.82s/it]
 11%|█         | 4938/46302 [5:14:45<43:52:18,  3.82s/it]
 11%|█         | 4939/46302 [5:14:49<43:52:28,  3.82s/it]
 11%|█         | 4940/46302 [5:14:53<43:51:45,  3.82s/it]
 11%|█         | 4941/46302 [5:14:56<43:52:12,  3.82s/it]
 11%|█         | 4942/46302 [5:15:00<43:52:17,  3.82s/it]
 11%|█         | 4943/46302 [5:15:04<43:52:25,  3.82s/it]
 11%|█         | 4944/46302 [5:15:08<43:52:46,  3.82s/it]
 11%|█         | 4945/46302 [5:15:12<43:53:08,  3.82s/it]
 11%|█         | 4946/46302 [5:15:16<43:52:36,  3.82s/it]
 11%|█         | 4947/46302 [5:15:19<43:52:30,  3.82s/it]
 11%|█         | 4948/46302 [5:15:23<43:53:06,  3.82s/it]
 11%|█         | 4949/46302 [5:15:27<43:52:51,  3.82s/it]
 11%|█         | 4950/46302 [5:15:31<43:52:42,  3.82s/it]
 11%|█         | 4951/46302 [5:15:35<43:52:07,  3.82s/it]
 11%|█         | 4952/46302 [5:15:38<43:51:28,  3.82s/it]
 11%|█         | 4953/46302 [5:15:42<43:52:26,  3.82s/it]
 11%|█         | 4954/46302 [5:15:46<43:51:43,  3.82s/it]
 11%|█         | 4955/46302 [5:15:50<43:51:28,  3.82s/it]
 11%|█         | 4956/46302 [5:15:54<43:51:32,  3.82s/it]
 11%|█         | 4957/46302 [5:15:58<43:52:08,  3.82s/it]
 11%|█         | 4958/46302 [5:16:01<43:52:19,  3.82s/it]
 11%|█         | 4959/46302 [5:16:05<43:52:15,  3.82s/it]
 11%|█         | 4960/46302 [5:16:09<43:51:38,  3.82s/it]
 11%|█         | 4961/46302 [5:16:13<43:50:58,  3.82s/it]
 11%|█         | 4962/46302 [5:16:17<43:50:13,  3.82s/it]
 11%|█         | 4963/46302 [5:16:20<43:49:45,  3.82s/it]
 11%|█         | 4964/46302 [5:16:24<43:49:48,  3.82s/it]
 11%|█         | 4965/46302 [5:16:28<43:50:13,  3.82s/it]
 11%|█         | 4966/46302 [5:16:32<43:50:31,  3.82s/it]
 11%|█         | 4967/46302 [5:16:36<43:51:07,  3.82s/it]
 11%|█         | 4968/46302 [5:16:40<43:51:23,  3.82s/it]
 11%|█         | 4969/46302 [5:16:43<43:51:15,  3.82s/it]
 11%|█         | 4970/46302 [5:16:47<43:50:53,  3.82s/it]
 11%|█         | 4971/46302 [5:16:51<43:50:11,  3.82s/it]
 11%|█         | 4972/46302 [5:16:55<43:50:09,  3.82s/it]
 11%|█         | 4973/46302 [5:16:59<43:50:27,  3.82s/it]
 11%|█         | 4974/46302 [5:17:02<43:50:09,  3.82s/it]
 11%|█         | 4975/46302 [5:17:06<43:50:18,  3.82s/it]
 11%|█         | 4976/46302 [5:17:10<43:50:41,  3.82s/it]
 11%|█         | 4977/46302 [5:17:14<43:51:22,  3.82s/it]
 11%|█         | 4978/46302 [5:17:18<43:49:41,  3.82s/it]
 11%|█         | 4979/46302 [5:17:22<43:48:59,  3.82s/it]
 11%|█         | 4980/46302 [5:17:25<43:47:21,  3.81s/it]
 11%|█         | 4981/46302 [5:17:29<43:46:26,  3.81s/it]
 11%|█         | 4982/46302 [5:17:33<43:47:39,  3.82s/it]
 11%|█         | 4983/46302 [5:17:37<43:47:34,  3.82s/it]
 11%|█         | 4984/46302 [5:17:41<43:46:53,  3.81s/it]
 11%|█         | 4985/46302 [5:17:44<43:46:35,  3.81s/it]
 11%|█         | 4986/46302 [5:17:48<43:46:09,  3.81s/it]
 11%|█         | 4987/46302 [5:17:52<43:46:06,  3.81s/it]
 11%|█         | 4988/46302 [5:17:56<43:46:41,  3.81s/it]
 11%|█         | 4989/46302 [5:18:00<43:47:58,  3.82s/it]
 11%|█         | 4990/46302 [5:18:03<43:47:22,  3.82s/it]
 11%|█         | 4991/46302 [5:18:07<43:47:21,  3.82s/it]
 11%|█         | 4992/46302 [5:18:11<43:47:12,  3.82s/it]
 11%|█         | 4993/46302 [5:18:15<43:46:42,  3.82s/it]
 11%|█         | 4994/46302 [5:18:19<43:46:21,  3.81s/it]
 11%|█         | 4995/46302 [5:18:23<43:46:55,  3.82s/it]
 11%|█         | 4996/46302 [5:18:26<43:46:35,  3.82s/it]
 11%|█         | 4997/46302 [5:18:30<43:46:53,  3.82s/it]
 11%|█         | 4998/46302 [5:18:34<43:46:53,  3.82s/it]
 11%|█         | 4999/46302 [5:18:38<43:46:41,  3.82s/it]
 11%|█         | 5000/46302 [5:18:42<43:46:11,  3.82s/it]
                                                         
{'loss': 3.6159, 'learning_rate': 0.004558518387709152, 'epoch': 0.11}

 11%|█         | 5000/46302 [5:18:42<43:46:11,  3.82s/it][INFO|trainer.py:2895] 2024-01-12 01:54:05,901 >> Saving model checkpoint to ./training_bilingual/tmp-checkpoint-5000
[INFO|configuration_utils.py:483] 2024-01-12 01:54:05,902 >> Configuration saved in ./training_bilingual/tmp-checkpoint-5000/config.json
[INFO|configuration_utils.py:594] 2024-01-12 01:54:05,902 >> Configuration saved in ./training_bilingual/tmp-checkpoint-5000/generation_config.json
[INFO|modeling_utils.py:2413] 2024-01-12 01:54:06,563 >> Model weights saved in ./training_bilingual/tmp-checkpoint-5000/model.safetensors
[INFO|tokenization_utils_base.py:2432] 2024-01-12 01:54:06,564 >> tokenizer config file saved in ./training_bilingual/tmp-checkpoint-5000/tokenizer_config.json
[INFO|tokenization_utils_base.py:2441] 2024-01-12 01:54:06,564 >> Special tokens file saved in ./training_bilingual/tmp-checkpoint-5000/special_tokens_map.json

 11%|█         | 5001/46302 [5:18:47<49:23:53,  4.31s/it]
 11%|█         | 5002/46302 [5:18:51<47:42:22,  4.16s/it]
 11%|█         | 5003/46302 [5:18:55<46:30:45,  4.05s/it]
 11%|█         | 5004/46302 [5:18:59<45:41:16,  3.98s/it]
 11%|█         | 5005/46302 [5:19:02<45:06:18,  3.93s/it]
 11%|█         | 5006/46302 [5:19:06<44:42:25,  3.90s/it]
 11%|█         | 5007/46302 [5:19:10<44:24:18,  3.87s/it]
 11%|█         | 5008/46302 [5:19:14<44:12:30,  3.85s/it]
 11%|█         | 5009/46302 [5:19:18<44:04:09,  3.84s/it]
 11%|█         | 5010/46302 [5:19:21<44:00:04,  3.84s/it]
 11%|█         | 5011/46302 [5:19:25<43:55:49,  3.83s/it]
 11%|█         | 5012/46302 [5:19:29<43:53:26,  3.83s/it]
 11%|█         | 5013/46302 [5:19:33<43:51:30,  3.82s/it]
 11%|█         | 5014/46302 [5:19:37<43:50:01,  3.82s/it]
 11%|█         | 5015/46302 [5:19:41<43:48:41,  3.82s/it]
 11%|█         | 5016/46302 [5:19:44<43:47:38,  3.82s/it]
 11%|█         | 5017/46302 [5:19:48<43:48:44,  3.82s/it]
 11%|█         | 5018/46302 [5:19:52<43:49:06,  3.82s/it]
 11%|█         | 5019/46302 [5:19:56<43:49:12,  3.82s/it]
 11%|█         | 5020/46302 [5:20:00<43:48:06,  3.82s/it]
 11%|█         | 5021/46302 [5:20:03<43:47:49,  3.82s/it]
 11%|█         | 5022/46302 [5:20:07<43:48:28,  3.82s/it]
 11%|█         | 5023/46302 [5:20:11<43:48:36,  3.82s/it]
 11%|█         | 5024/46302 [5:20:15<43:48:42,  3.82s/it]
 11%|█         | 5025/46302 [5:20:19<43:47:36,  3.82s/it]
 11%|█         | 5026/46302 [5:20:23<43:47:11,  3.82s/it]
 11%|█         | 5027/46302 [5:20:26<43:47:40,  3.82s/it]
 11%|█         | 5028/46302 [5:20:30<43:47:06,  3.82s/it]
 11%|█         | 5029/46302 [5:20:34<43:46:26,  3.82s/it]
 11%|█         | 5030/46302 [5:20:38<43:46:03,  3.82s/it]
 11%|█         | 5031/46302 [5:20:42<43:47:10,  3.82s/it]
 11%|█         | 5032/46302 [5:20:45<43:46:32,  3.82s/it]
 11%|█         | 5033/46302 [5:20:49<43:46:56,  3.82s/it]
 11%|█         | 5034/46302 [5:20:53<43:47:16,  3.82s/it]
 11%|█         | 5035/46302 [5:20:57<43:47:12,  3.82s/it]
 11%|█         | 5036/46302 [5:21:01<43:46:41,  3.82s/it]
 11%|█         | 5037/46302 [5:21:05<43:46:09,  3.82s/it]
 11%|█         | 5038/46302 [5:21:08<43:45:23,  3.82s/it]
 11%|█         | 5039/46302 [5:21:12<43:44:54,  3.82s/it]
 11%|█         | 5040/46302 [5:21:16<43:44:54,  3.82s/it]
 11%|█         | 5041/46302 [5:21:20<43:45:44,  3.82s/it]
 11%|█         | 5042/46302 [5:21:24<43:46:13,  3.82s/it]
 11%|█         | 5043/46302 [5:21:27<43:45:59,  3.82s/it]
 11%|█         | 5044/46302 [5:21:31<43:45:58,  3.82s/it]
 11%|█         | 5045/46302 [5:21:35<43:45:58,  3.82s/it]
 11%|█         | 5046/46302 [5:21:39<43:46:35,  3.82s/it]
 11%|█         | 5047/46302 [5:21:43<43:46:40,  3.82s/it]
 11%|█         | 5048/46302 [5:21:47<43:47:07,  3.82s/it]
 11%|█         | 5049/46302 [5:21:50<43:46:25,  3.82s/it]
 11%|█         | 5050/46302 [5:21:54<43:46:26,  3.82s/it]
 11%|█         | 5051/46302 [5:21:58<43:46:14,  3.82s/it]
 11%|█         | 5052/46302 [5:22:02<43:45:39,  3.82s/it]
 11%|█         | 5053/46302 [5:22:06<43:44:30,  3.82s/it]
 11%|█         | 5054/46302 [5:22:09<43:44:08,  3.82s/it]
 11%|█         | 5055/46302 [5:22:13<43:43:12,  3.82s/it]
 11%|█         | 5056/46302 [5:22:17<43:43:45,  3.82s/it]
 11%|█         | 5057/46302 [5:22:21<43:43:13,  3.82s/it]
 11%|█         | 5058/46302 [5:22:25<43:43:26,  3.82s/it]
 11%|█         | 5059/46302 [5:22:29<43:43:46,  3.82s/it]
 11%|█         | 5060/46302 [5:22:32<43:43:44,  3.82s/it]
 11%|█         | 5061/46302 [5:22:36<43:43:05,  3.82s/it]
 11%|█         | 5062/46302 [5:22:40<43:42:58,  3.82s/it]
 11%|█         | 5063/46302 [5:22:44<43:43:03,  3.82s/it]
 11%|█         | 5064/46302 [5:22:48<43:43:07,  3.82s/it]
 11%|█         | 5065/46302 [5:22:51<43:42:41,  3.82s/it]
 11%|█         | 5066/46302 [5:22:55<43:43:14,  3.82s/it]
 11%|█         | 5067/46302 [5:22:59<43:43:33,  3.82s/it]
 11%|█         | 5068/46302 [5:23:03<43:42:18,  3.82s/it]
 11%|█         | 5069/46302 [5:23:07<43:42:26,  3.82s/it]
 11%|█         | 5070/46302 [5:23:11<43:42:00,  3.82s/it]
 11%|█         | 5071/46302 [5:23:14<43:42:18,  3.82s/it]
 11%|█         | 5072/46302 [5:23:18<43:43:23,  3.82s/it]
 11%|█         | 5073/46302 [5:23:22<43:43:40,  3.82s/it]
 11%|█         | 5074/46302 [5:23:26<43:43:39,  3.82s/it]
 11%|█         | 5075/46302 [5:23:30<43:44:25,  3.82s/it]
 11%|█         | 5076/46302 [5:23:33<43:43:39,  3.82s/it]
 11%|█         | 5077/46302 [5:23:37<43:43:20,  3.82s/it]
 11%|█         | 5078/46302 [5:23:41<43:43:39,  3.82s/it]
 11%|█         | 5079/46302 [5:23:45<43:43:13,  3.82s/it]
 11%|█         | 5080/46302 [5:23:49<43:43:16,  3.82s/it]
 11%|█         | 5081/46302 [5:23:53<43:42:53,  3.82s/it]
 11%|█         | 5082/46302 [5:23:56<43:43:28,  3.82s/it]
 11%|█         | 5083/46302 [5:24:00<43:43:59,  3.82s/it]
 11%|█         | 5084/46302 [5:24:04<43:43:20,  3.82s/it]
 11%|█         | 5085/46302 [5:24:08<43:43:51,  3.82s/it]
 11%|█         | 5086/46302 [5:24:12<43:44:16,  3.82s/it]
 11%|█         | 5087/46302 [5:24:15<43:43:56,  3.82s/it]
 11%|█         | 5088/46302 [5:24:19<43:43:13,  3.82s/it]
 11%|█         | 5089/46302 [5:24:23<43:42:48,  3.82s/it]
 11%|█         | 5090/46302 [5:24:27<43:42:49,  3.82s/it]
 11%|█         | 5091/46302 [5:24:31<43:41:25,  3.82s/it]
 11%|█         | 5092/46302 [5:24:35<43:41:40,  3.82s/it]
 11%|█         | 5093/46302 [5:24:38<43:42:23,  3.82s/it]
 11%|█         | 5094/46302 [5:24:42<43:42:29,  3.82s/it]
 11%|█         | 5095/46302 [5:24:46<43:42:30,  3.82s/it]
 11%|█         | 5096/46302 [5:24:50<43:41:31,  3.82s/it]
 11%|█         | 5097/46302 [5:24:54<43:41:02,  3.82s/it]
 11%|█         | 5098/46302 [5:24:57<43:42:17,  3.82s/it]
 11%|█         | 5099/46302 [5:25:01<43:43:06,  3.82s/it]
 11%|█         | 5100/46302 [5:25:05<43:43:42,  3.82s/it]
 11%|█         | 5101/46302 [5:25:09<43:43:39,  3.82s/it]
 11%|█         | 5102/46302 [5:25:13<43:43:54,  3.82s/it]
 11%|█         | 5103/46302 [5:25:17<43:43:40,  3.82s/it]
 11%|█         | 5104/46302 [5:25:20<43:42:14,  3.82s/it]
 11%|█         | 5105/46302 [5:25:24<43:41:22,  3.82s/it]
 11%|█         | 5106/46302 [5:25:28<43:40:33,  3.82s/it]
 11%|█         | 5107/46302 [5:25:32<43:38:34,  3.81s/it]
 11%|█         | 5108/46302 [5:25:36<43:36:43,  3.81s/it]
 11%|█         | 5109/46302 [5:25:39<43:36:11,  3.81s/it]
 11%|█         | 5110/46302 [5:25:43<43:38:14,  3.81s/it]
 11%|█         | 5111/46302 [5:25:47<43:37:46,  3.81s/it]
 11%|█         | 5112/46302 [5:25:51<43:39:43,  3.82s/it]
 11%|█         | 5113/46302 [5:25:55<43:40:10,  3.82s/it]
 11%|█         | 5114/46302 [5:25:59<43:41:12,  3.82s/it]
 11%|█         | 5115/46302 [5:26:02<43:41:54,  3.82s/it]
 11%|█         | 5116/46302 [5:26:06<43:42:05,  3.82s/it]
 11%|█         | 5117/46302 [5:26:10<43:42:21,  3.82s/it]
 11%|█         | 5118/46302 [5:26:14<43:42:20,  3.82s/it]
 11%|█         | 5119/46302 [5:26:18<43:42:31,  3.82s/it]
 11%|█         | 5120/46302 [5:26:21<43:43:11,  3.82s/it]
 11%|█         | 5121/46302 [5:26:25<43:43:39,  3.82s/it]
 11%|█         | 5122/46302 [5:26:29<43:43:26,  3.82s/it]
 11%|█         | 5123/46302 [5:26:33<43:42:26,  3.82s/it]
 11%|█         | 5124/46302 [5:26:37<43:42:32,  3.82s/it]
 11%|█         | 5125/46302 [5:26:41<43:42:39,  3.82s/it]
 11%|█         | 5126/46302 [5:26:44<43:42:07,  3.82s/it]
 11%|█         | 5127/46302 [5:26:48<43:42:34,  3.82s/it]
 11%|█         | 5128/46302 [5:26:52<43:43:07,  3.82s/it]
 11%|█         | 5129/46302 [5:26:56<43:42:41,  3.82s/it]
 11%|█         | 5130/46302 [5:27:00<43:43:39,  3.82s/it]
 11%|█         | 5131/46302 [5:27:03<43:43:38,  3.82s/it]
 11%|█         | 5132/46302 [5:27:07<43:43:57,  3.82s/it]
 11%|█         | 5133/46302 [5:27:11<43:43:33,  3.82s/it]
 11%|█         | 5134/46302 [5:27:15<43:42:37,  3.82s/it]
 11%|█         | 5135/46302 [5:27:19<43:42:58,  3.82s/it]
 11%|█         | 5136/46302 [5:27:23<43:43:45,  3.82s/it]
 11%|█         | 5137/46302 [5:27:26<43:43:27,  3.82s/it]
 11%|█         | 5138/46302 [5:27:30<43:44:06,  3.82s/it]
 11%|█         | 5139/46302 [5:27:34<43:42:57,  3.82s/it]
 11%|█         | 5140/46302 [5:27:38<43:42:11,  3.82s/it]
 11%|█         | 5141/46302 [5:27:42<43:42:05,  3.82s/it]
 11%|█         | 5142/46302 [5:27:46<43:41:46,  3.82s/it]
 11%|█         | 5143/46302 [5:27:49<43:42:09,  3.82s/it]
 11%|█         | 5144/46302 [5:27:53<43:41:51,  3.82s/it]
 11%|█         | 5145/46302 [5:27:57<43:42:02,  3.82s/it]
 11%|█         | 5146/46302 [5:28:01<43:42:14,  3.82s/it]
 11%|█         | 5147/46302 [5:28:05<43:42:39,  3.82s/it]
 11%|█         | 5148/46302 [5:28:08<43:42:57,  3.82s/it]
 11%|█         | 5149/46302 [5:28:12<43:42:14,  3.82s/it]
 11%|█         | 5150/46302 [5:28:16<43:41:08,  3.82s/it]
 11%|█         | 5151/46302 [5:28:20<43:41:01,  3.82s/it]
 11%|█         | 5152/46302 [5:28:24<43:40:50,  3.82s/it]
 11%|█         | 5153/46302 [5:28:28<43:41:38,  3.82s/it]
 11%|█         | 5154/46302 [5:28:31<43:41:39,  3.82s/it]
 11%|█         | 5155/46302 [5:28:35<43:40:48,  3.82s/it]
 11%|█         | 5156/46302 [5:28:39<43:41:16,  3.82s/it]
 11%|█         | 5157/46302 [5:28:43<43:41:49,  3.82s/it]
 11%|█         | 5158/46302 [5:28:47<43:42:09,  3.82s/it]
 11%|█         | 5159/46302 [5:28:51<43:42:19,  3.82s/it]
 11%|█         | 5160/46302 [5:28:54<43:42:24,  3.82s/it]
 11%|█         | 5161/46302 [5:28:58<43:41:23,  3.82s/it]
 11%|█         | 5162/46302 [5:29:02<43:41:37,  3.82s/it]
 11%|█         | 5163/46302 [5:29:06<43:41:13,  3.82s/it]
 11%|█         | 5164/46302 [5:29:10<43:41:29,  3.82s/it]
 11%|█         | 5165/46302 [5:29:13<43:41:12,  3.82s/it]
 11%|█         | 5166/46302 [5:29:17<43:41:09,  3.82s/it]
 11%|█         | 5167/46302 [5:29:21<43:40:50,  3.82s/it]
 11%|█         | 5168/46302 [5:29:25<43:41:11,  3.82s/it]
 11%|█         | 5169/46302 [5:29:29<43:41:16,  3.82s/it]
 11%|█         | 5170/46302 [5:29:33<43:41:15,  3.82s/it]
 11%|█         | 5171/46302 [5:29:36<43:40:29,  3.82s/it]
 11%|█         | 5172/46302 [5:29:40<43:40:42,  3.82s/it]
 11%|█         | 5173/46302 [5:29:44<43:40:57,  3.82s/it]
 11%|█         | 5174/46302 [5:29:48<43:39:34,  3.82s/it]
 11%|█         | 5175/46302 [5:29:52<43:40:04,  3.82s/it]
 11%|█         | 5176/46302 [5:29:56<43:40:10,  3.82s/it]
 11%|█         | 5177/46302 [5:29:59<43:40:03,  3.82s/it]
 11%|█         | 5178/46302 [5:30:03<43:40:13,  3.82s/it]
 11%|█         | 5179/46302 [5:30:07<43:39:03,  3.82s/it]
 11%|█         | 5180/46302 [5:30:11<43:39:50,  3.82s/it]
 11%|█         | 5181/46302 [5:30:15<43:39:06,  3.82s/it]
 11%|█         | 5182/46302 [5:30:18<43:39:42,  3.82s/it]
 11%|█         | 5183/46302 [5:30:22<43:39:20,  3.82s/it]
 11%|█         | 5184/46302 [5:30:26<43:38:42,  3.82s/it]
 11%|█         | 5185/46302 [5:30:30<43:38:15,  3.82s/it]
 11%|█         | 5186/46302 [5:30:34<43:37:42,  3.82s/it]
 11%|█         | 5187/46302 [5:30:38<43:38:06,  3.82s/it]
 11%|█         | 5188/46302 [5:30:41<43:38:58,  3.82s/it]
 11%|█         | 5189/46302 [5:30:45<43:38:47,  3.82s/it]
 11%|█         | 5190/46302 [5:30:49<43:39:48,  3.82s/it]
 11%|█         | 5191/46302 [5:30:53<43:40:29,  3.82s/it]
 11%|█         | 5192/46302 [5:30:57<43:39:51,  3.82s/it]
 11%|█         | 5193/46302 [5:31:01<43:39:36,  3.82s/it]
 11%|█         | 5194/46302 [5:31:04<43:39:20,  3.82s/it]
 11%|█         | 5195/46302 [5:31:08<43:39:16,  3.82s/it]
 11%|█         | 5196/46302 [5:31:12<43:39:14,  3.82s/it]
 11%|█         | 5197/46302 [5:31:16<43:39:44,  3.82s/it]
 11%|█         | 5198/46302 [5:31:20<43:39:48,  3.82s/it]
 11%|█         | 5199/46302 [5:31:23<43:40:03,  3.82s/it]
 11%|█         | 5200/46302 [5:31:27<43:39:46,  3.82s/it]
 11%|█         | 5201/46302 [5:31:31<43:39:17,  3.82s/it]
 11%|█         | 5202/46302 [5:31:35<43:38:30,  3.82s/it]
 11%|█         | 5203/46302 [5:31:39<43:37:58,  3.82s/it]
 11%|█         | 5204/46302 [5:31:43<43:37:58,  3.82s/it]
 11%|█         | 5205/46302 [5:31:46<43:38:00,  3.82s/it]
 11%|█         | 5206/46302 [5:31:50<43:37:57,  3.82s/it]
 11%|█         | 5207/46302 [5:31:54<43:38:24,  3.82s/it]
 11%|█         | 5208/46302 [5:31:58<43:38:12,  3.82s/it]
 11%|█▏        | 5209/46302 [5:32:02<43:37:55,  3.82s/it]
 11%|█▏        | 5210/46302 [5:32:05<43:38:31,  3.82s/it]
 11%|█▏        | 5211/46302 [5:32:09<43:38:50,  3.82s/it]
 11%|█▏        | 5212/46302 [5:32:13<43:38:29,  3.82s/it]
 11%|█▏        | 5213/46302 [5:32:17<43:38:14,  3.82s/it]
 11%|█▏        | 5214/46302 [5:32:21<43:38:32,  3.82s/it]
 11%|█▏        | 5215/46302 [5:32:25<43:37:23,  3.82s/it]
 11%|█▏        | 5216/46302 [5:32:28<43:37:57,  3.82s/it]
 11%|█▏        | 5217/46302 [5:32:32<43:38:23,  3.82s/it]
 11%|█▏        | 5218/46302 [5:32:36<43:38:07,  3.82s/it]
 11%|█▏        | 5219/46302 [5:32:40<43:38:08,  3.82s/it]
 11%|█▏        | 5220/46302 [5:32:44<43:37:54,  3.82s/it]
 11%|█▏        | 5221/46302 [5:32:48<43:37:08,  3.82s/it]
 11%|█▏        | 5222/46302 [5:32:51<43:36:49,  3.82s/it]
 11%|█▏        | 5223/46302 [5:32:55<43:36:47,  3.82s/it]
 11%|█▏        | 5224/46302 [5:32:59<43:37:13,  3.82s/it]
 11%|█▏        | 5225/46302 [5:33:03<43:37:47,  3.82s/it]
 11%|█▏        | 5226/46302 [5:33:07<43:38:00,  3.82s/it]
 11%|█▏        | 5227/46302 [5:33:10<43:38:12,  3.82s/it]
 11%|█▏        | 5228/46302 [5:33:14<43:37:37,  3.82s/it]
 11%|█▏        | 5229/46302 [5:33:18<43:36:41,  3.82s/it]
 11%|█▏        | 5230/46302 [5:33:22<43:36:18,  3.82s/it]
 11%|█▏        | 5231/46302 [5:33:26<43:36:22,  3.82s/it]
 11%|█▏        | 5232/46302 [5:33:30<43:35:53,  3.82s/it]
 11%|█▏        | 5233/46302 [5:33:33<43:35:25,  3.82s/it]
 11%|█▏        | 5234/46302 [5:33:37<43:35:43,  3.82s/it]
 11%|█▏        | 5235/46302 [5:33:41<43:36:28,  3.82s/it]
 11%|█▏        | 5236/46302 [5:33:45<43:36:26,  3.82s/it]
 11%|█▏        | 5237/46302 [5:33:49<43:35:22,  3.82s/it]
 11%|█▏        | 5238/46302 [5:33:53<43:35:12,  3.82s/it]
 11%|█▏        | 5239/46302 [5:33:56<43:35:07,  3.82s/it]
 11%|█▏        | 5240/46302 [5:34:00<43:35:20,  3.82s/it]
 11%|█▏        | 5241/46302 [5:34:04<43:35:39,  3.82s/it]
 11%|█▏        | 5242/46302 [5:34:08<43:36:35,  3.82s/it]
 11%|█▏        | 5243/46302 [5:34:12<43:36:25,  3.82s/it]
 11%|█▏        | 5244/46302 [5:34:15<43:36:12,  3.82s/it]
 11%|█▏        | 5245/46302 [5:34:19<43:31:44,  3.82s/it]
 11%|█▏        | 5246/46302 [5:34:23<43:33:12,  3.82s/it]
 11%|█▏        | 5247/46302 [5:34:27<43:33:07,  3.82s/it]
 11%|█▏        | 5248/46302 [5:34:31<43:33:08,  3.82s/it]
 11%|█▏        | 5249/46302 [5:34:35<43:32:59,  3.82s/it]
 11%|█▏        | 5250/46302 [5:34:38<43:32:54,  3.82s/it]
 11%|█▏        | 5251/46302 [5:34:42<43:33:24,  3.82s/it]
 11%|█▏        | 5252/46302 [5:34:46<43:33:49,  3.82s/it]
 11%|█▏        | 5253/46302 [5:34:50<43:34:13,  3.82s/it]
 11%|█▏        | 5254/46302 [5:34:54<43:34:00,  3.82s/it]
 11%|█▏        | 5255/46302 [5:34:57<43:33:30,  3.82s/it]
 11%|█▏        | 5256/46302 [5:35:01<43:33:39,  3.82s/it]
 11%|█▏        | 5257/46302 [5:35:05<43:33:14,  3.82s/it]
 11%|█▏        | 5258/46302 [5:35:09<43:33:10,  3.82s/it]
 11%|█▏        | 5259/46302 [5:35:13<43:33:39,  3.82s/it]
 11%|█▏        | 5260/46302 [5:35:17<43:33:50,  3.82s/it]
 11%|█▏        | 5261/46302 [5:35:20<43:32:49,  3.82s/it]
 11%|█▏        | 5262/46302 [5:35:24<43:32:44,  3.82s/it]
 11%|█▏        | 5263/46302 [5:35:28<43:32:53,  3.82s/it]
 11%|█▏        | 5264/46302 [5:35:32<43:32:23,  3.82s/it]
 11%|█▏        | 5265/46302 [5:35:36<43:32:48,  3.82s/it]
 11%|█▏        | 5266/46302 [5:35:39<43:32:53,  3.82s/it]
 11%|█▏        | 5267/46302 [5:35:43<43:33:17,  3.82s/it]
 11%|█▏        | 5268/46302 [5:35:47<43:33:07,  3.82s/it]
 11%|█▏        | 5269/46302 [5:35:51<43:33:22,  3.82s/it]
 11%|█▏        | 5270/46302 [5:35:55<43:33:50,  3.82s/it]
 11%|█▏        | 5271/46302 [5:35:59<43:33:03,  3.82s/it]
 11%|█▏        | 5272/46302 [5:36:02<43:32:04,  3.82s/it]
 11%|█▏        | 5273/46302 [5:36:06<43:32:34,  3.82s/it]
 11%|█▏        | 5274/46302 [5:36:10<43:32:44,  3.82s/it]
 11%|█▏        | 5275/46302 [5:36:14<43:33:26,  3.82s/it]
 11%|█▏        | 5276/46302 [5:36:18<43:33:35,  3.82s/it]
 11%|█▏        | 5277/46302 [5:36:22<43:32:55,  3.82s/it]
 11%|█▏        | 5278/46302 [5:36:25<43:32:25,  3.82s/it]
 11%|█▏        | 5279/46302 [5:36:29<43:32:15,  3.82s/it]
 11%|█▏        | 5280/46302 [5:36:33<43:31:35,  3.82s/it]
 11%|█▏        | 5281/46302 [5:36:37<43:32:02,  3.82s/it]
 11%|█▏        | 5282/46302 [5:36:41<43:32:02,  3.82s/it]
 11%|█▏        | 5283/46302 [5:36:44<43:32:17,  3.82s/it]
 11%|█▏        | 5284/46302 [5:36:48<43:32:40,  3.82s/it]
 11%|█▏        | 5285/46302 [5:36:52<43:33:01,  3.82s/it]
 11%|█▏        | 5286/46302 [5:36:56<43:32:32,  3.82s/it]
 11%|█▏        | 5287/46302 [5:37:00<43:32:22,  3.82s/it]
 11%|█▏        | 5288/46302 [5:37:04<43:32:08,  3.82s/it]
 11%|█▏        | 5289/46302 [5:37:07<43:32:35,  3.82s/it]
 11%|█▏        | 5290/46302 [5:37:11<43:32:36,  3.82s/it]
 11%|█▏        | 5291/46302 [5:37:15<43:31:40,  3.82s/it]
 11%|█▏        | 5292/46302 [5:37:19<43:32:05,  3.82s/it]
 11%|█▏        | 5293/46302 [5:37:23<43:31:57,  3.82s/it]
 11%|█▏        | 5294/46302 [5:37:26<43:32:04,  3.82s/it]
 11%|█▏        | 5295/46302 [5:37:30<43:32:16,  3.82s/it]
 11%|█▏        | 5296/46302 [5:37:34<43:32:45,  3.82s/it]
 11%|█▏        | 5297/46302 [5:37:38<43:32:36,  3.82s/it]
 11%|█▏        | 5298/46302 [5:37:42<43:32:14,  3.82s/it]
 11%|█▏        | 5299/46302 [5:37:46<43:32:10,  3.82s/it]
 11%|█▏        | 5300/46302 [5:37:49<43:32:10,  3.82s/it]
 11%|█▏        | 5301/46302 [5:37:53<43:32:35,  3.82s/it]
 11%|█▏        | 5302/46302 [5:37:57<43:31:38,  3.82s/it]
 11%|█▏        | 5303/46302 [5:38:01<43:31:25,  3.82s/it]
 11%|█▏        | 5304/46302 [5:38:05<43:31:44,  3.82s/it]
 11%|█▏        | 5305/46302 [5:38:09<43:31:31,  3.82s/it]
 11%|█▏        | 5306/46302 [5:38:12<43:31:40,  3.82s/it]
 11%|█▏        | 5307/46302 [5:38:16<43:31:57,  3.82s/it]
 11%|█▏        | 5308/46302 [5:38:20<43:32:13,  3.82s/it]
 11%|█▏        | 5309/46302 [5:38:24<43:32:51,  3.82s/it]
 11%|█▏        | 5310/46302 [5:38:28<43:31:45,  3.82s/it]
 11%|█▏        | 5311/46302 [5:38:31<43:31:58,  3.82s/it]
 11%|█▏        | 5312/46302 [5:38:35<43:32:26,  3.82s/it]
 11%|█▏        | 5313/46302 [5:38:39<43:32:16,  3.82s/it]
 11%|█▏        | 5314/46302 [5:38:43<43:32:16,  3.82s/it]
 11%|█▏        | 5315/46302 [5:38:47<43:31:53,  3.82s/it]
 11%|█▏        | 5316/46302 [5:38:51<43:32:28,  3.82s/it]
 11%|█▏        | 5317/46302 [5:38:54<43:32:25,  3.82s/it]
 11%|█▏        | 5318/46302 [5:38:58<43:32:55,  3.83s/it]
 11%|█▏        | 5319/46302 [5:39:02<43:32:22,  3.82s/it]
 11%|█▏        | 5320/46302 [5:39:06<43:32:23,  3.82s/it]
 11%|█▏        | 5321/46302 [5:39:10<43:33:06,  3.83s/it]
 11%|█▏        | 5322/46302 [5:39:14<43:32:51,  3.83s/it]
 11%|█▏        | 5323/46302 [5:39:17<43:32:58,  3.83s/it]
 11%|█▏        | 5324/46302 [5:39:21<43:32:45,  3.83s/it]
 12%|█▏        | 5325/46302 [5:39:25<43:32:38,  3.83s/it]
 12%|█▏        | 5326/46302 [5:39:29<43:32:19,  3.83s/it]
 12%|█▏        | 5327/46302 [5:39:33<43:32:11,  3.83s/it]
 12%|█▏        | 5328/46302 [5:39:37<43:31:58,  3.82s/it]
 12%|█▏        | 5329/46302 [5:39:40<43:31:47,  3.82s/it]
 12%|█▏        | 5330/46302 [5:39:44<43:31:38,  3.82s/it]
 12%|█▏        | 5331/46302 [5:39:48<43:31:49,  3.82s/it]
 12%|█▏        | 5332/46302 [5:39:52<43:31:57,  3.83s/it]
 12%|█▏        | 5333/46302 [5:39:56<43:31:31,  3.82s/it]
 12%|█▏        | 5334/46302 [5:39:59<43:31:05,  3.82s/it]
 12%|█▏        | 5335/46302 [5:40:03<43:30:57,  3.82s/it]
 12%|█▏        | 5336/46302 [5:40:07<43:30:59,  3.82s/it]
 12%|█▏        | 5337/46302 [5:40:11<43:30:15,  3.82s/it]
 12%|█▏        | 5338/46302 [5:40:15<43:30:11,  3.82s/it]
 12%|█▏        | 5339/46302 [5:40:19<43:30:23,  3.82s/it]
 12%|█▏        | 5340/46302 [5:40:22<43:30:41,  3.82s/it]
 12%|█▏        | 5341/46302 [5:40:26<43:30:20,  3.82s/it]
 12%|█▏        | 5342/46302 [5:40:30<43:30:11,  3.82s/it]
 12%|█▏        | 5343/46302 [5:40:34<43:29:53,  3.82s/it]
 12%|█▏        | 5344/46302 [5:40:38<43:29:16,  3.82s/it]
 12%|█▏        | 5345/46302 [5:40:42<43:29:08,  3.82s/it]
 12%|█▏        | 5346/46302 [5:40:45<43:29:01,  3.82s/it]
 12%|█▏        | 5347/46302 [5:40:49<43:29:37,  3.82s/it]
 12%|█▏        | 5348/46302 [5:40:53<43:29:55,  3.82s/it]
 12%|█▏        | 5349/46302 [5:40:57<43:28:33,  3.82s/it]
 12%|█▏        | 5350/46302 [5:41:01<43:28:50,  3.82s/it]
 12%|█▏        | 5351/46302 [5:41:04<43:29:12,  3.82s/it]
 12%|█▏        | 5352/46302 [5:41:08<43:29:06,  3.82s/it]
 12%|█▏        | 5353/46302 [5:41:12<43:29:27,  3.82s/it]
 12%|█▏        | 5354/46302 [5:41:16<43:30:21,  3.82s/it]
 12%|█▏        | 5355/46302 [5:41:20<43:30:29,  3.83s/it]
 12%|█▏        | 5356/46302 [5:41:24<43:30:15,  3.82s/it]
 12%|█▏        | 5357/46302 [5:41:27<43:30:36,  3.83s/it]
 12%|█▏        | 5358/46302 [5:41:31<43:30:15,  3.83s/it]
 12%|█▏        | 5359/46302 [5:41:35<43:29:08,  3.82s/it]
 12%|█▏        | 5360/46302 [5:41:39<43:28:47,  3.82s/it]
 12%|█▏        | 5361/46302 [5:41:43<43:28:24,  3.82s/it]
 12%|█▏        | 5362/46302 [5:41:47<43:28:13,  3.82s/it]
 12%|█▏        | 5363/46302 [5:41:50<43:28:30,  3.82s/it]
 12%|█▏        | 5364/46302 [5:41:54<43:27:53,  3.82s/it]
 12%|█▏        | 5365/46302 [5:41:58<43:28:02,  3.82s/it]
 12%|█▏        | 5366/46302 [5:42:02<43:28:33,  3.82s/it]
 12%|█▏        | 5367/46302 [5:42:06<43:28:45,  3.82s/it]
 12%|█▏        | 5368/46302 [5:42:09<43:28:39,  3.82s/it]
 12%|█▏        | 5369/46302 [5:42:13<43:28:35,  3.82s/it]
 12%|█▏        | 5370/46302 [5:42:17<43:28:07,  3.82s/it]
 12%|█▏        | 5371/46302 [5:42:21<43:27:41,  3.82s/it]
 12%|█▏        | 5372/46302 [5:42:25<43:28:05,  3.82s/it]
 12%|█▏        | 5373/46302 [5:42:29<43:28:03,  3.82s/it]
 12%|█▏        | 5374/46302 [5:42:32<43:28:18,  3.82s/it]
 12%|█▏        | 5375/46302 [5:42:36<43:27:38,  3.82s/it]
 12%|█▏        | 5376/46302 [5:42:40<43:27:51,  3.82s/it]
 12%|█▏        | 5377/46302 [5:42:44<43:27:28,  3.82s/it]
 12%|█▏        | 5378/46302 [5:42:48<43:26:49,  3.82s/it]
 12%|█▏        | 5379/46302 [5:42:52<43:27:07,  3.82s/it]
 12%|█▏        | 5380/46302 [5:42:55<43:26:58,  3.82s/it]
 12%|█▏        | 5381/46302 [5:42:59<43:26:51,  3.82s/it]
 12%|█▏        | 5382/46302 [5:43:03<43:27:33,  3.82s/it]
 12%|█▏        | 5383/46302 [5:43:07<43:27:35,  3.82s/it]
 12%|█▏        | 5384/46302 [5:43:11<43:27:17,  3.82s/it]
 12%|█▏        | 5385/46302 [5:43:14<43:25:55,  3.82s/it]
 12%|█▏        | 5386/46302 [5:43:18<43:26:35,  3.82s/it]
 12%|█▏        | 5387/46302 [5:43:22<43:27:03,  3.82s/it]
 12%|█▏        | 5388/46302 [5:43:26<43:27:08,  3.82s/it]
 12%|█▏        | 5389/46302 [5:43:30<43:27:01,  3.82s/it]
 12%|█▏        | 5390/46302 [5:43:34<43:27:32,  3.82s/it]
 12%|█▏        | 5391/46302 [5:43:37<43:27:14,  3.82s/it]
 12%|█▏        | 5392/46302 [5:43:41<43:26:59,  3.82s/it]
 12%|█▏        | 5393/46302 [5:43:45<43:26:14,  3.82s/it]
 12%|█▏        | 5394/46302 [5:43:49<43:26:06,  3.82s/it]
 12%|█▏        | 5395/46302 [5:43:53<43:26:05,  3.82s/it]
 12%|█▏        | 5396/46302 [5:43:56<43:26:11,  3.82s/it]
 12%|█▏        | 5397/46302 [5:44:00<43:26:29,  3.82s/it]
 12%|█▏        | 5398/46302 [5:44:04<43:26:16,  3.82s/it]
 12%|█▏        | 5399/46302 [5:44:08<43:25:48,  3.82s/it]
 12%|█▏        | 5400/46302 [5:44:12<43:25:54,  3.82s/it]
 12%|█▏        | 5401/46302 [5:44:16<43:25:58,  3.82s/it]
 12%|█▏        | 5402/46302 [5:44:19<43:25:42,  3.82s/it]
 12%|█▏        | 5403/46302 [5:44:23<43:25:39,  3.82s/it]
 12%|█▏        | 5404/46302 [5:44:27<43:25:11,  3.82s/it]
 12%|█▏        | 5405/46302 [5:44:31<43:25:40,  3.82s/it]
 12%|█▏        | 5406/46302 [5:44:35<43:25:28,  3.82s/it]
 12%|█▏        | 5407/46302 [5:44:39<43:25:16,  3.82s/it]
 12%|█▏        | 5408/46302 [5:44:42<43:24:48,  3.82s/it]
 12%|█▏        | 5409/46302 [5:44:46<43:24:52,  3.82s/it]
 12%|█▏        | 5410/46302 [5:44:50<43:23:29,  3.82s/it]
 12%|█▏        | 5411/46302 [5:44:54<43:21:26,  3.82s/it]
 12%|█▏        | 5412/46302 [5:44:58<43:20:44,  3.82s/it]
 12%|█▏        | 5413/46302 [5:45:01<43:21:48,  3.82s/it]
 12%|█▏        | 5414/46302 [5:45:05<43:22:57,  3.82s/it]
 12%|█▏        | 5415/46302 [5:45:09<43:23:04,  3.82s/it]
 12%|█▏        | 5416/46302 [5:45:13<43:21:01,  3.82s/it]
 12%|█▏        | 5417/46302 [5:45:17<43:21:16,  3.82s/it]
 12%|█▏        | 5418/46302 [5:45:21<43:22:30,  3.82s/it]
 12%|█▏        | 5419/46302 [5:45:24<43:23:19,  3.82s/it]
 12%|█▏        | 5420/46302 [5:45:28<43:23:50,  3.82s/it]
 12%|█▏        | 5421/46302 [5:45:32<43:24:14,  3.82s/it]
 12%|█▏        | 5422/46302 [5:45:36<43:23:59,  3.82s/it]
 12%|█▏        | 5423/46302 [5:45:40<43:23:05,  3.82s/it]
 12%|█▏        | 5424/46302 [5:45:43<43:23:43,  3.82s/it]
 12%|█▏        | 5425/46302 [5:45:47<43:23:25,  3.82s/it]
 12%|█▏        | 5426/46302 [5:45:51<43:23:27,  3.82s/it]
 12%|█▏        | 5427/46302 [5:45:55<43:23:40,  3.82s/it]
 12%|█▏        | 5428/46302 [5:45:59<43:23:36,  3.82s/it]
 12%|█▏        | 5429/46302 [5:46:03<43:22:38,  3.82s/it]
 12%|█▏        | 5430/46302 [5:46:06<43:22:35,  3.82s/it]
 12%|█▏        | 5431/46302 [5:46:10<43:22:41,  3.82s/it]
 12%|█▏        | 5432/46302 [5:46:14<43:23:55,  3.82s/it]
 12%|█▏        | 5433/46302 [5:46:18<43:24:20,  3.82s/it]
 12%|█▏        | 5434/46302 [5:46:22<43:23:48,  3.82s/it]
 12%|█▏        | 5435/46302 [5:46:26<43:22:21,  3.82s/it]
 12%|█▏        | 5436/46302 [5:46:29<43:22:43,  3.82s/it]
 12%|█▏        | 5437/46302 [5:46:33<43:22:28,  3.82s/it]
 12%|█▏        | 5438/46302 [5:46:37<43:22:53,  3.82s/it]
 12%|█▏        | 5439/46302 [5:46:41<43:22:09,  3.82s/it]
 12%|█▏        | 5440/46302 [5:46:45<43:21:23,  3.82s/it]
 12%|█▏        | 5441/46302 [5:46:48<43:22:06,  3.82s/it]
 12%|█▏        | 5442/46302 [5:46:52<43:21:55,  3.82s/it]
 12%|█▏        | 5443/46302 [5:46:56<43:22:30,  3.82s/it]
 12%|█▏        | 5444/46302 [5:47:00<43:22:22,  3.82s/it]
 12%|█▏        | 5445/46302 [5:47:04<43:22:07,  3.82s/it]
 12%|█▏        | 5446/46302 [5:47:08<43:21:46,  3.82s/it]
 12%|█▏        | 5447/46302 [5:47:11<43:21:29,  3.82s/it]
 12%|█▏        | 5448/46302 [5:47:15<43:21:59,  3.82s/it]
 12%|█▏        | 5449/46302 [5:47:19<43:22:53,  3.82s/it]
 12%|█▏        | 5450/46302 [5:47:23<43:22:28,  3.82s/it]
 12%|█▏        | 5451/46302 [5:47:27<43:22:02,  3.82s/it]
 12%|█▏        | 5452/46302 [5:47:30<43:22:00,  3.82s/it]
 12%|█▏        | 5453/46302 [5:47:34<43:21:33,  3.82s/it]
 12%|█▏        | 5454/46302 [5:47:38<43:21:14,  3.82s/it]
 12%|█▏        | 5455/46302 [5:47:42<43:20:36,  3.82s/it]
 12%|█▏        | 5456/46302 [5:47:46<43:21:13,  3.82s/it]
 12%|█▏        | 5457/46302 [5:47:50<43:20:55,  3.82s/it]
 12%|█▏        | 5458/46302 [5:47:53<43:21:59,  3.82s/it]
 12%|█▏        | 5459/46302 [5:47:57<43:22:14,  3.82s/it]
 12%|█▏        | 5460/46302 [5:48:01<43:22:24,  3.82s/it]
 12%|█▏        | 5461/46302 [5:48:05<43:21:38,  3.82s/it]
 12%|█▏        | 5462/46302 [5:48:09<43:21:38,  3.82s/it]
 12%|█▏        | 5463/46302 [5:48:13<43:21:59,  3.82s/it]
 12%|█▏        | 5464/46302 [5:48:16<43:22:11,  3.82s/it]
 12%|█▏        | 5465/46302 [5:48:20<43:20:59,  3.82s/it]
 12%|█▏        | 5466/46302 [5:48:24<43:20:45,  3.82s/it]
 12%|█▏        | 5467/46302 [5:48:28<43:20:35,  3.82s/it]
 12%|█▏        | 5468/46302 [5:48:32<43:21:16,  3.82s/it]
 12%|█▏        | 5469/46302 [5:48:35<43:21:16,  3.82s/it]
 12%|█▏        | 5470/46302 [5:48:39<43:19:04,  3.82s/it]
 12%|█▏        | 5471/46302 [5:48:43<43:18:31,  3.82s/it]
 12%|█▏        | 5472/46302 [5:48:47<43:18:05,  3.82s/it]
 12%|█▏        | 5473/46302 [5:48:51<43:18:14,  3.82s/it]
 12%|█▏        | 5474/46302 [5:48:55<43:19:14,  3.82s/it]
 12%|█▏        | 5475/46302 [5:48:58<43:19:59,  3.82s/it]
 12%|█▏        | 5476/46302 [5:49:02<43:20:32,  3.82s/it]
 12%|█▏        | 5477/46302 [5:49:06<43:20:22,  3.82s/it]
 12%|█▏        | 5478/46302 [5:49:10<43:19:53,  3.82s/it]
 12%|█▏        | 5479/46302 [5:49:14<43:19:20,  3.82s/it]
 12%|█▏        | 5480/46302 [5:49:17<43:19:21,  3.82s/it]
 12%|█▏        | 5481/46302 [5:49:21<43:18:42,  3.82s/it]
 12%|█▏        | 5482/46302 [5:49:25<43:19:03,  3.82s/it]
 12%|█▏        | 5483/46302 [5:49:29<43:19:04,  3.82s/it]
 12%|█▏        | 5484/46302 [5:49:33<43:19:36,  3.82s/it]
 12%|█▏        | 5485/46302 [5:49:37<43:19:28,  3.82s/it]
 12%|█▏        | 5486/46302 [5:49:40<43:20:19,  3.82s/it]
 12%|█▏        | 5487/46302 [5:49:44<43:19:56,  3.82s/it]
 12%|█▏        | 5488/46302 [5:49:48<43:20:18,  3.82s/it]
 12%|█▏        | 5489/46302 [5:49:52<43:20:42,  3.82s/it]
 12%|█▏        | 5490/46302 [5:49:56<43:20:31,  3.82s/it]
 12%|█▏        | 5491/46302 [5:50:00<43:19:24,  3.82s/it]
 12%|█▏        | 5492/46302 [5:50:03<43:19:46,  3.82s/it]
 12%|█▏        | 5493/46302 [5:50:07<43:19:51,  3.82s/it]
 12%|█▏        | 5494/46302 [5:50:11<43:20:27,  3.82s/it]
 12%|█▏        | 5495/46302 [5:50:15<43:20:05,  3.82s/it]
 12%|█▏        | 5496/46302 [5:50:19<43:19:53,  3.82s/it]
 12%|█▏        | 5497/46302 [5:50:22<43:20:01,  3.82s/it]
 12%|█▏        | 5498/46302 [5:50:26<43:19:40,  3.82s/it]
 12%|█▏        | 5499/46302 [5:50:30<43:19:47,  3.82s/it]
 12%|█▏        | 5500/46302 [5:50:34<43:19:48,  3.82s/it]
                                                         
{'loss': 3.5868, 'learning_rate': 0.004503333186172796, 'epoch': 0.12}

 12%|█▏        | 5500/46302 [5:50:34<43:19:48,  3.82s/it]
 12%|█▏        | 5501/46302 [5:50:38<43:20:25,  3.82s/it]
 12%|█▏        | 5502/46302 [5:50:42<43:19:54,  3.82s/it]
 12%|█▏        | 5503/46302 [5:50:45<43:19:24,  3.82s/it]
 12%|█▏        | 5504/46302 [5:50:49<43:18:24,  3.82s/it]
 12%|█▏        | 5505/46302 [5:50:53<43:18:35,  3.82s/it]
 12%|█▏        | 5506/46302 [5:50:57<43:18:16,  3.82s/it]
 12%|█▏        | 5507/46302 [5:51:01<43:18:40,  3.82s/it]
 12%|█▏        | 5508/46302 [5:51:04<43:18:20,  3.82s/it]
 12%|█▏        | 5509/46302 [5:51:08<43:18:52,  3.82s/it]
 12%|█▏        | 5510/46302 [5:51:12<43:18:38,  3.82s/it]
 12%|█▏        | 5511/46302 [5:51:16<43:17:32,  3.82s/it]
 12%|█▏        | 5512/46302 [5:51:20<43:17:20,  3.82s/it]
 12%|█▏        | 5513/46302 [5:51:24<43:16:48,  3.82s/it]
 12%|█▏        | 5514/46302 [5:51:27<43:17:34,  3.82s/it]
 12%|█▏        | 5515/46302 [5:51:31<43:17:08,  3.82s/it]
 12%|█▏        | 5516/46302 [5:51:35<43:17:03,  3.82s/it]
 12%|█▏        | 5517/46302 [5:51:39<43:16:45,  3.82s/it]
 12%|█▏        | 5518/46302 [5:51:43<43:16:28,  3.82s/it]
 12%|█▏        | 5519/46302 [5:51:47<43:16:22,  3.82s/it]
 12%|█▏        | 5520/46302 [5:51:50<43:16:36,  3.82s/it]
 12%|█▏        | 5521/46302 [5:51:54<43:16:45,  3.82s/it]
 12%|█▏        | 5522/46302 [5:51:58<43:16:23,  3.82s/it]
 12%|█▏        | 5523/46302 [5:52:02<43:16:42,  3.82s/it]
 12%|█▏        | 5524/46302 [5:52:06<43:17:13,  3.82s/it]
 12%|█▏        | 5525/46302 [5:52:09<43:17:29,  3.82s/it]
 12%|█▏        | 5526/46302 [5:52:13<43:17:54,  3.82s/it]
 12%|█▏        | 5527/46302 [5:52:17<43:17:42,  3.82s/it]
 12%|█▏        | 5528/46302 [5:52:21<43:16:42,  3.82s/it]
 12%|█▏        | 5529/46302 [5:52:25<43:16:48,  3.82s/it]
 12%|█▏        | 5530/46302 [5:52:29<43:17:03,  3.82s/it]
 12%|█▏        | 5531/46302 [5:52:32<43:17:14,  3.82s/it]
 12%|█▏        | 5532/46302 [5:52:36<43:16:23,  3.82s/it]
 12%|█▏        | 5533/46302 [5:52:40<43:16:27,  3.82s/it]
 12%|█▏        | 5534/46302 [5:52:44<43:16:28,  3.82s/it]
 12%|█▏        | 5535/46302 [5:52:48<43:16:03,  3.82s/it]
 12%|█▏        | 5536/46302 [5:52:51<43:15:21,  3.82s/it]
 12%|█▏        | 5537/46302 [5:52:55<43:15:12,  3.82s/it]
 12%|█▏        | 5538/46302 [5:52:59<43:15:00,  3.82s/it]
 12%|█▏        | 5539/46302 [5:53:03<43:14:48,  3.82s/it]
 12%|█▏        | 5540/46302 [5:53:07<43:14:16,  3.82s/it]
 12%|█▏        | 5541/46302 [5:53:11<43:13:53,  3.82s/it]
 12%|█▏        | 5542/46302 [5:53:14<43:13:26,  3.82s/it]
 12%|█▏        | 5543/46302 [5:53:18<43:14:51,  3.82s/it]
 12%|█▏        | 5544/46302 [5:53:22<43:15:56,  3.82s/it]
 12%|█▏        | 5545/46302 [5:53:26<43:15:43,  3.82s/it]
 12%|█▏        | 5546/46302 [5:53:30<43:16:08,  3.82s/it]
 12%|█▏        | 5547/46302 [5:53:34<43:16:05,  3.82s/it]
 12%|█▏        | 5548/46302 [5:53:37<43:16:43,  3.82s/it]
 12%|█▏        | 5549/46302 [5:53:41<43:17:01,  3.82s/it]
 12%|█▏        | 5550/46302 [5:53:45<43:16:55,  3.82s/it]
 12%|█▏        | 5551/46302 [5:53:49<43:16:02,  3.82s/it]
 12%|█▏        | 5552/46302 [5:53:53<43:15:59,  3.82s/it]
 12%|█▏        | 5553/46302 [5:53:56<43:16:29,  3.82s/it]
 12%|█▏        | 5554/46302 [5:54:00<43:16:02,  3.82s/it]
 12%|█▏        | 5555/46302 [5:54:04<43:15:41,  3.82s/it]
 12%|█▏        | 5556/46302 [5:54:08<43:15:26,  3.82s/it]
 12%|█▏        | 5557/46302 [5:54:12<43:15:20,  3.82s/it]
 12%|█▏        | 5558/46302 [5:54:16<43:15:42,  3.82s/it]
 12%|█▏        | 5559/46302 [5:54:19<43:16:08,  3.82s/it]
 12%|█▏        | 5560/46302 [5:54:23<43:15:14,  3.82s/it]
 12%|█▏        | 5561/46302 [5:54:27<43:14:40,  3.82s/it]
 12%|█▏        | 5562/46302 [5:54:31<43:14:00,  3.82s/it]
 12%|█▏        | 5563/46302 [5:54:35<43:14:53,  3.82s/it]
 12%|█▏        | 5564/46302 [5:54:38<43:14:16,  3.82s/it]
 12%|█▏        | 5565/46302 [5:54:42<43:15:17,  3.82s/it]
 12%|█▏        | 5566/46302 [5:54:46<43:15:45,  3.82s/it]
 12%|█▏        | 5567/46302 [5:54:50<43:15:36,  3.82s/it]
 12%|█▏        | 5568/46302 [5:54:54<43:15:19,  3.82s/it]
 12%|█▏        | 5569/46302 [5:54:58<43:14:39,  3.82s/it]
 12%|█▏        | 5570/46302 [5:55:01<43:13:37,  3.82s/it]
 12%|█▏        | 5571/46302 [5:55:05<43:14:15,  3.82s/it]
 12%|█▏        | 5572/46302 [5:55:09<43:13:57,  3.82s/it]
 12%|█▏        | 5573/46302 [5:55:13<43:14:11,  3.82s/it]
 12%|█▏        | 5574/46302 [5:55:17<43:13:58,  3.82s/it]
 12%|█▏        | 5575/46302 [5:55:21<43:14:17,  3.82s/it]
 12%|█▏        | 5576/46302 [5:55:24<43:14:35,  3.82s/it]
 12%|█▏        | 5577/46302 [5:55:28<43:14:56,  3.82s/it]
 12%|█▏        | 5578/46302 [5:55:32<43:15:43,  3.82s/it]
 12%|█▏        | 5579/46302 [5:55:36<43:16:09,  3.83s/it]
 12%|█▏        | 5580/46302 [5:55:40<43:15:46,  3.82s/it]
 12%|█▏        | 5581/46302 [5:55:43<43:14:34,  3.82s/it]
 12%|█▏        | 5582/46302 [5:55:47<43:13:33,  3.82s/it]
 12%|█▏        | 5583/46302 [5:55:51<43:12:55,  3.82s/it]
 12%|█▏        | 5584/46302 [5:55:55<43:12:14,  3.82s/it]
 12%|█▏        | 5585/46302 [5:55:59<43:12:10,  3.82s/it]
 12%|█▏        | 5586/46302 [5:56:03<43:12:28,  3.82s/it]
 12%|█▏        | 5587/46302 [5:56:06<43:12:34,  3.82s/it]
 12%|█▏        | 5588/46302 [5:56:10<43:12:06,  3.82s/it]
 12%|█▏        | 5589/46302 [5:56:14<43:12:25,  3.82s/it]
 12%|█▏        | 5590/46302 [5:56:18<43:13:37,  3.82s/it]
 12%|█▏        | 5591/46302 [5:56:22<43:13:17,  3.82s/it]
 12%|█▏        | 5592/46302 [5:56:25<43:12:50,  3.82s/it]
 12%|█▏        | 5593/46302 [5:56:29<43:13:25,  3.82s/it]
 12%|█▏        | 5594/46302 [5:56:33<43:13:37,  3.82s/it]
 12%|█▏        | 5595/46302 [5:56:37<43:13:33,  3.82s/it]
 12%|█▏        | 5596/46302 [5:56:41<43:13:06,  3.82s/it]
 12%|█▏        | 5597/46302 [5:56:45<43:12:53,  3.82s/it]
 12%|█▏        | 5598/46302 [5:56:48<43:13:09,  3.82s/it]
 12%|█▏        | 5599/46302 [5:56:52<43:13:08,  3.82s/it]
 12%|█▏        | 5600/46302 [5:56:56<43:13:01,  3.82s/it]
 12%|█▏        | 5601/46302 [5:57:00<43:13:06,  3.82s/it]
 12%|█▏        | 5602/46302 [5:57:04<43:13:09,  3.82s/it]
 12%|█▏        | 5603/46302 [5:57:08<43:13:36,  3.82s/it]
 12%|█▏        | 5604/46302 [5:57:11<43:13:20,  3.82s/it]
 12%|█▏        | 5605/46302 [5:57:15<43:13:18,  3.82s/it]
 12%|█▏        | 5606/46302 [5:57:19<43:13:08,  3.82s/it]
 12%|█▏        | 5607/46302 [5:57:23<43:13:40,  3.82s/it]
 12%|█▏        | 5608/46302 [5:57:27<43:13:30,  3.82s/it]
 12%|█▏        | 5609/46302 [5:57:30<43:12:22,  3.82s/it]
 12%|█▏        | 5610/46302 [5:57:34<43:12:01,  3.82s/it]
 12%|█▏        | 5611/46302 [5:57:38<43:12:57,  3.82s/it]
 12%|█▏        | 5612/46302 [5:57:42<43:12:55,  3.82s/it]
 12%|█▏        | 5613/46302 [5:57:46<43:11:50,  3.82s/it]
 12%|█▏        | 5614/46302 [5:57:50<43:11:35,  3.82s/it]
 12%|█▏        | 5615/46302 [5:57:53<43:12:15,  3.82s/it]
 12%|█▏        | 5616/46302 [5:57:57<43:12:03,  3.82s/it]
 12%|█▏        | 5617/46302 [5:58:01<43:11:07,  3.82s/it]
 12%|█▏        | 5618/46302 [5:58:05<43:11:45,  3.82s/it]
 12%|█▏        | 5619/46302 [5:58:09<43:10:51,  3.82s/it]
 12%|█▏        | 5620/46302 [5:58:13<43:10:34,  3.82s/it]
 12%|█▏        | 5621/46302 [5:58:16<43:11:07,  3.82s/it]
 12%|█▏        | 5622/46302 [5:58:20<43:10:36,  3.82s/it]
 12%|█▏        | 5623/46302 [5:58:24<43:10:55,  3.82s/it]
 12%|█▏        | 5624/46302 [5:58:28<43:10:36,  3.82s/it]
 12%|█▏        | 5625/46302 [5:58:32<43:10:46,  3.82s/it]
 12%|█▏        | 5626/46302 [5:58:35<43:10:43,  3.82s/it]
 12%|█▏        | 5627/46302 [5:58:39<43:10:40,  3.82s/it]
 12%|█▏        | 5628/46302 [5:58:43<43:10:00,  3.82s/it]
 12%|█▏        | 5629/46302 [5:58:47<43:09:37,  3.82s/it]
 12%|█▏        | 5630/46302 [5:58:51<43:09:55,  3.82s/it]
 12%|█▏        | 5631/46302 [5:58:55<43:10:19,  3.82s/it]
 12%|█▏        | 5632/46302 [5:58:58<43:10:26,  3.82s/it]
 12%|█▏        | 5633/46302 [5:59:02<43:10:34,  3.82s/it]
 12%|█▏        | 5634/46302 [5:59:06<43:10:47,  3.82s/it]
 12%|█▏        | 5635/46302 [5:59:10<43:11:03,  3.82s/it]
 12%|█▏        | 5636/46302 [5:59:14<43:10:50,  3.82s/it]
 12%|█▏        | 5637/46302 [5:59:17<43:10:53,  3.82s/it]
 12%|█▏        | 5638/46302 [5:59:21<43:11:14,  3.82s/it]
 12%|█▏        | 5639/46302 [5:59:25<43:10:42,  3.82s/it]
 12%|█▏        | 5640/46302 [5:59:29<43:10:27,  3.82s/it]
 12%|█▏        | 5641/46302 [5:59:33<43:10:39,  3.82s/it]
 12%|█▏        | 5642/46302 [5:59:37<43:10:39,  3.82s/it]
 12%|█▏        | 5643/46302 [5:59:40<43:10:37,  3.82s/it]
 12%|█▏        | 5644/46302 [5:59:44<43:09:26,  3.82s/it]
 12%|█▏        | 5645/46302 [5:59:48<43:09:29,  3.82s/it]
 12%|█▏        | 5646/46302 [5:59:52<43:10:11,  3.82s/it]
 12%|█▏        | 5647/46302 [5:59:56<43:10:36,  3.82s/it]
 12%|█▏        | 5648/46302 [6:00:00<43:09:32,  3.82s/it]
 12%|█▏        | 5649/46302 [6:00:03<43:10:14,  3.82s/it]
 12%|█▏        | 5650/46302 [6:00:07<43:10:14,  3.82s/it]
 12%|█▏        | 5651/46302 [6:00:11<43:09:38,  3.82s/it]
 12%|█▏        | 5652/46302 [6:00:15<43:08:57,  3.82s/it]
 12%|█▏        | 5653/46302 [6:00:19<43:08:11,  3.82s/it]
 12%|█▏        | 5654/46302 [6:00:22<43:08:15,  3.82s/it]
 12%|█▏        | 5655/46302 [6:00:26<43:09:30,  3.82s/it]
 12%|█▏        | 5656/46302 [6:00:30<43:09:05,  3.82s/it]
 12%|█▏        | 5657/46302 [6:00:34<43:08:39,  3.82s/it]
 12%|█▏        | 5658/46302 [6:00:38<43:08:48,  3.82s/it]
 12%|█▏        | 5659/46302 [6:00:42<43:08:51,  3.82s/it]
 12%|█▏        | 5660/46302 [6:00:45<43:08:22,  3.82s/it]
 12%|█▏        | 5661/46302 [6:00:49<43:08:35,  3.82s/it]
 12%|█▏        | 5662/46302 [6:00:53<43:08:47,  3.82s/it]
 12%|█▏        | 5663/46302 [6:00:57<43:08:40,  3.82s/it]
 12%|█▏        | 5664/46302 [6:01:01<43:08:48,  3.82s/it]
 12%|█▏        | 5665/46302 [6:01:05<43:09:04,  3.82s/it]
 12%|█▏        | 5666/46302 [6:01:08<43:08:34,  3.82s/it]
 12%|█▏        | 5667/46302 [6:01:12<43:08:20,  3.82s/it]
 12%|█▏        | 5668/46302 [6:01:16<43:07:47,  3.82s/it]
 12%|█▏        | 5669/46302 [6:01:20<43:07:56,  3.82s/it]
 12%|█▏        | 5670/46302 [6:01:24<43:07:05,  3.82s/it]
 12%|█▏        | 5671/46302 [6:01:27<43:07:30,  3.82s/it]
 12%|█▏        | 5672/46302 [6:01:31<43:07:23,  3.82s/it]
 12%|█▏        | 5673/46302 [6:01:35<43:07:52,  3.82s/it]
 12%|█▏        | 5674/46302 [6:01:39<43:08:24,  3.82s/it]
 12%|█▏        | 5675/46302 [6:01:43<43:07:52,  3.82s/it]
 12%|█▏        | 5676/46302 [6:01:47<43:07:26,  3.82s/it]
 12%|█▏        | 5677/46302 [6:01:50<43:07:33,  3.82s/it]
 12%|█▏        | 5678/46302 [6:01:54<43:07:03,  3.82s/it]
 12%|█▏        | 5679/46302 [6:01:58<43:07:11,  3.82s/it]
 12%|█▏        | 5680/46302 [6:02:02<43:07:22,  3.82s/it]
 12%|█▏        | 5681/46302 [6:02:06<43:07:54,  3.82s/it]
 12%|█▏        | 5682/46302 [6:02:09<43:07:21,  3.82s/it]
 12%|█▏        | 5683/46302 [6:02:13<43:06:02,  3.82s/it]
 12%|█▏        | 5684/46302 [6:02:17<43:05:49,  3.82s/it]
 12%|█▏        | 5685/46302 [6:02:21<43:05:52,  3.82s/it]
 12%|█▏        | 5686/46302 [6:02:25<43:05:57,  3.82s/it]
 12%|█▏        | 5687/46302 [6:02:29<43:06:10,  3.82s/it]
 12%|█▏        | 5688/46302 [6:02:32<43:05:56,  3.82s/it]
 12%|█▏        | 5689/46302 [6:02:36<43:06:11,  3.82s/it]
 12%|█▏        | 5690/46302 [6:02:40<43:06:12,  3.82s/it]
 12%|█▏        | 5691/46302 [6:02:44<43:06:42,  3.82s/it]
 12%|█▏        | 5692/46302 [6:02:48<43:06:14,  3.82s/it]
 12%|█▏        | 5693/46302 [6:02:52<43:06:41,  3.82s/it]
 12%|█▏        | 5694/46302 [6:02:55<43:06:25,  3.82s/it]
 12%|█▏        | 5695/46302 [6:02:59<43:07:07,  3.82s/it]
 12%|█▏        | 5696/46302 [6:03:03<43:06:26,  3.82s/it]
 12%|█▏        | 5697/46302 [6:03:07<43:05:51,  3.82s/it]
 12%|█▏        | 5698/46302 [6:03:11<43:06:01,  3.82s/it]
 12%|█▏        | 5699/46302 [6:03:14<43:04:47,  3.82s/it]
 12%|█▏        | 5700/46302 [6:03:18<43:05:34,  3.82s/it]
 12%|█▏        | 5701/46302 [6:03:22<43:05:52,  3.82s/it]
 12%|█▏        | 5702/46302 [6:03:26<43:06:26,  3.82s/it]
 12%|█▏        | 5703/46302 [6:03:30<43:06:39,  3.82s/it]
 12%|█▏        | 5704/46302 [6:03:34<43:06:18,  3.82s/it]
 12%|█▏        | 5705/46302 [6:03:37<43:06:09,  3.82s/it]
 12%|█▏        | 5706/46302 [6:03:41<43:05:55,  3.82s/it]
 12%|█▏        | 5707/46302 [6:03:45<43:05:46,  3.82s/it]
 12%|█▏        | 5708/46302 [6:03:49<43:04:52,  3.82s/it]
 12%|█▏        | 5709/46302 [6:03:53<43:04:56,  3.82s/it]
 12%|█▏        | 5710/46302 [6:03:56<43:05:06,  3.82s/it]
 12%|█▏        | 5711/46302 [6:04:00<43:04:33,  3.82s/it]
 12%|█▏        | 5712/46302 [6:04:04<43:04:17,  3.82s/it]
 12%|█▏        | 5713/46302 [6:04:08<43:04:44,  3.82s/it]
 12%|█▏        | 5714/46302 [6:04:12<43:04:30,  3.82s/it]
 12%|█▏        | 5715/46302 [6:04:16<43:04:30,  3.82s/it]
 12%|█▏        | 5716/46302 [6:04:19<43:03:40,  3.82s/it]
 12%|█▏        | 5717/46302 [6:04:23<43:04:12,  3.82s/it]
 12%|█▏        | 5718/46302 [6:04:27<43:04:21,  3.82s/it]
 12%|█▏        | 5719/46302 [6:04:31<43:03:50,  3.82s/it]
 12%|█▏        | 5720/46302 [6:04:35<43:03:47,  3.82s/it]
 12%|█▏        | 5721/46302 [6:04:38<43:03:18,  3.82s/it]
 12%|█▏        | 5722/46302 [6:04:42<43:03:49,  3.82s/it]
 12%|█▏        | 5723/46302 [6:04:46<43:03:54,  3.82s/it]
 12%|█▏        | 5724/46302 [6:04:50<43:03:47,  3.82s/it]
 12%|█▏        | 5725/46302 [6:04:54<43:04:29,  3.82s/it]
 12%|█▏        | 5726/46302 [6:04:58<43:04:39,  3.82s/it]
 12%|█▏        | 5727/46302 [6:05:01<43:04:53,  3.82s/it]
 12%|█▏        | 5728/46302 [6:05:05<43:04:50,  3.82s/it]
 12%|█▏        | 5729/46302 [6:05:09<43:04:10,  3.82s/it]
 12%|█▏        | 5730/46302 [6:05:13<43:04:54,  3.82s/it]
 12%|█▏        | 5731/46302 [6:05:17<43:05:21,  3.82s/it]
 12%|█▏        | 5732/46302 [6:05:21<43:05:24,  3.82s/it]
 12%|█▏        | 5733/46302 [6:05:24<43:05:37,  3.82s/it]
 12%|█▏        | 5734/46302 [6:05:28<43:05:57,  3.82s/it]
 12%|█▏        | 5735/46302 [6:05:32<43:04:52,  3.82s/it]
 12%|█▏        | 5736/46302 [6:05:36<43:05:05,  3.82s/it]
 12%|█▏        | 5737/46302 [6:05:40<43:05:13,  3.82s/it]
 12%|█▏        | 5738/46302 [6:05:43<43:04:21,  3.82s/it]
 12%|█▏        | 5739/46302 [6:05:47<43:03:58,  3.82s/it]
 12%|█▏        | 5740/46302 [6:05:51<43:03:26,  3.82s/it]
 12%|█▏        | 5741/46302 [6:05:55<43:03:20,  3.82s/it]
 12%|█▏        | 5742/46302 [6:05:59<43:03:11,  3.82s/it]
 12%|█▏        | 5743/46302 [6:06:03<43:03:15,  3.82s/it]
 12%|█▏        | 5744/46302 [6:06:06<43:02:12,  3.82s/it]
 12%|█▏        | 5745/46302 [6:06:10<43:02:29,  3.82s/it]
 12%|█▏        | 5746/46302 [6:06:14<43:01:34,  3.82s/it]
 12%|█▏        | 5747/46302 [6:06:18<43:01:34,  3.82s/it]
 12%|█▏        | 5748/46302 [6:06:22<43:01:38,  3.82s/it]
 12%|█▏        | 5749/46302 [6:06:26<43:02:11,  3.82s/it]
 12%|█▏        | 5750/46302 [6:06:29<43:02:32,  3.82s/it]
 12%|█▏        | 5751/46302 [6:06:33<43:02:42,  3.82s/it]
 12%|█▏        | 5752/46302 [6:06:37<43:02:53,  3.82s/it]
 12%|█▏        | 5753/46302 [6:06:41<43:03:42,  3.82s/it]
 12%|█▏        | 5754/46302 [6:06:45<43:03:08,  3.82s/it]
 12%|█▏        | 5755/46302 [6:06:48<43:03:20,  3.82s/it]
 12%|█▏        | 5756/46302 [6:06:52<43:02:30,  3.82s/it]
 12%|█▏        | 5757/46302 [6:06:56<43:02:11,  3.82s/it]
 12%|█▏        | 5758/46302 [6:07:00<43:02:49,  3.82s/it]
 12%|█▏        | 5759/46302 [6:07:04<43:03:19,  3.82s/it]
 12%|█▏        | 5760/46302 [6:07:08<43:03:43,  3.82s/it]
 12%|█▏        | 5761/46302 [6:07:11<43:03:40,  3.82s/it]
 12%|█▏        | 5762/46302 [6:07:15<43:03:03,  3.82s/it]
 12%|█▏        | 5763/46302 [6:07:19<43:01:54,  3.82s/it]
 12%|█▏        | 5764/46302 [6:07:23<43:01:19,  3.82s/it]
 12%|█▏        | 5765/46302 [6:07:27<43:01:19,  3.82s/it]
 12%|█▏        | 5766/46302 [6:07:30<43:00:47,  3.82s/it]
 12%|█▏        | 5767/46302 [6:07:34<43:01:49,  3.82s/it]
 12%|█▏        | 5768/46302 [6:07:38<43:01:32,  3.82s/it]
 12%|█▏        | 5769/46302 [6:07:42<43:02:20,  3.82s/it]
 12%|█▏        | 5770/46302 [6:07:46<43:01:05,  3.82s/it]
 12%|█▏        | 5771/46302 [6:07:50<43:00:26,  3.82s/it]
 12%|█▏        | 5772/46302 [6:07:53<43:00:35,  3.82s/it]
 12%|█▏        | 5773/46302 [6:07:57<43:00:58,  3.82s/it]
 12%|█▏        | 5774/46302 [6:08:01<43:00:43,  3.82s/it]
 12%|█▏        | 5775/46302 [6:08:05<43:00:54,  3.82s/it]
 12%|█▏        | 5776/46302 [6:08:09<43:00:30,  3.82s/it]
 12%|█▏        | 5777/46302 [6:08:13<43:00:11,  3.82s/it]
 12%|█▏        | 5778/46302 [6:08:16<43:00:22,  3.82s/it]
 12%|█▏        | 5779/46302 [6:08:20<43:00:48,  3.82s/it]
 12%|█▏        | 5780/46302 [6:08:24<43:00:38,  3.82s/it]
 12%|█▏        | 5781/46302 [6:08:28<43:00:15,  3.82s/it]
 12%|█▏        | 5782/46302 [6:08:32<43:00:31,  3.82s/it]
 12%|█▏        | 5783/46302 [6:08:35<42:59:42,  3.82s/it]
 12%|█▏        | 5784/46302 [6:08:39<42:59:28,  3.82s/it]
 12%|█▏        | 5785/46302 [6:08:43<42:59:46,  3.82s/it]
 12%|█▏        | 5786/46302 [6:08:47<42:59:56,  3.82s/it]
 12%|█▏        | 5787/46302 [6:08:51<43:00:18,  3.82s/it]
 13%|█▎        | 5788/46302 [6:08:55<43:00:52,  3.82s/it]
 13%|█▎        | 5789/46302 [6:08:58<43:00:09,  3.82s/it]
 13%|█▎        | 5790/46302 [6:09:02<43:00:14,  3.82s/it]
 13%|█▎        | 5791/46302 [6:09:06<42:59:00,  3.82s/it]
 13%|█▎        | 5792/46302 [6:09:10<42:58:42,  3.82s/it]
 13%|█▎        | 5793/46302 [6:09:14<42:59:39,  3.82s/it]
 13%|█▎        | 5794/46302 [6:09:17<42:59:25,  3.82s/it]
 13%|█▎        | 5795/46302 [6:09:21<42:58:24,  3.82s/it]
 13%|█▎        | 5796/46302 [6:09:25<42:59:04,  3.82s/it]
 13%|█▎        | 5797/46302 [6:09:29<42:59:23,  3.82s/it]
 13%|█▎        | 5798/46302 [6:09:33<42:59:10,  3.82s/it]
 13%|█▎        | 5799/46302 [6:09:37<42:59:00,  3.82s/it]
 13%|█▎        | 5800/46302 [6:09:40<42:58:27,  3.82s/it]
 13%|█▎        | 5801/46302 [6:09:44<42:55:54,  3.82s/it]
 13%|█▎        | 5802/46302 [6:09:48<42:54:30,  3.81s/it]
 13%|█▎        | 5803/46302 [6:09:52<42:56:05,  3.82s/it]
 13%|█▎        | 5804/46302 [6:09:56<42:56:47,  3.82s/it]
 13%|█▎        | 5805/46302 [6:09:59<42:56:34,  3.82s/it]
 13%|█▎        | 5806/46302 [6:10:03<42:57:59,  3.82s/it]
 13%|█▎        | 5807/46302 [6:10:07<42:58:52,  3.82s/it]
 13%|█▎        | 5808/46302 [6:10:11<42:59:43,  3.82s/it]
 13%|█▎        | 5809/46302 [6:10:15<42:58:53,  3.82s/it]
 13%|█▎        | 5810/46302 [6:10:19<42:58:32,  3.82s/it]
 13%|█▎        | 5811/46302 [6:10:22<42:58:56,  3.82s/it]
 13%|█▎        | 5812/46302 [6:10:26<42:58:18,  3.82s/it]
 13%|█▎        | 5813/46302 [6:10:30<42:57:49,  3.82s/it]
 13%|█▎        | 5814/46302 [6:10:34<42:58:02,  3.82s/it]
 13%|█▎        | 5815/46302 [6:10:38<42:57:29,  3.82s/it]
 13%|█▎        | 5816/46302 [6:10:41<42:57:37,  3.82s/it]
 13%|█▎        | 5817/46302 [6:10:45<42:57:13,  3.82s/it]
 13%|█▎        | 5818/46302 [6:10:49<42:54:21,  3.82s/it]
 13%|█▎        | 5819/46302 [6:10:53<42:55:35,  3.82s/it]
 13%|█▎        | 5820/46302 [6:10:57<42:52:17,  3.81s/it]
 13%|█▎        | 5821/46302 [6:11:01<42:51:35,  3.81s/it]
 13%|█▎        | 5822/46302 [6:11:04<42:49:46,  3.81s/it]
 13%|█▎        | 5823/46302 [6:11:08<42:48:24,  3.81s/it]
 13%|█▎        | 5824/46302 [6:11:12<42:48:14,  3.81s/it]
 13%|█▎        | 5825/46302 [6:11:16<42:47:46,  3.81s/it]
 13%|█▎        | 5826/46302 [6:11:20<42:49:10,  3.81s/it]
 13%|█▎        | 5827/46302 [6:11:23<42:51:41,  3.81s/it]
 13%|█▎        | 5828/46302 [6:11:27<42:53:01,  3.81s/it]
 13%|█▎        | 5829/46302 [6:11:31<42:54:46,  3.82s/it]
 13%|█▎        | 5830/46302 [6:11:35<42:55:51,  3.82s/it]
 13%|█▎        | 5831/46302 [6:11:39<42:56:45,  3.82s/it]
 13%|█▎        | 5832/46302 [6:11:43<42:57:14,  3.82s/it]
 13%|█▎        | 5833/46302 [6:11:46<42:57:07,  3.82s/it]
 13%|█▎        | 5834/46302 [6:11:50<42:57:19,  3.82s/it]
 13%|█▎        | 5835/46302 [6:11:54<42:57:41,  3.82s/it]
 13%|█▎        | 5836/46302 [6:11:58<42:58:02,  3.82s/it]
 13%|█▎        | 5837/46302 [6:12:02<42:57:40,  3.82s/it]
 13%|█▎        | 5838/46302 [6:12:05<42:58:09,  3.82s/it]
 13%|█▎        | 5839/46302 [6:12:09<42:58:02,  3.82s/it]
 13%|█▎        | 5840/46302 [6:12:13<42:57:10,  3.82s/it]
 13%|█▎        | 5841/46302 [6:12:17<42:57:40,  3.82s/it]
 13%|█▎        | 5842/46302 [6:12:21<42:58:04,  3.82s/it]
 13%|█▎        | 5843/46302 [6:12:25<42:56:24,  3.82s/it]
 13%|█▎        | 5844/46302 [6:12:28<42:54:05,  3.82s/it]
 13%|█▎        | 5845/46302 [6:12:32<42:55:18,  3.82s/it]
 13%|█▎        | 5846/46302 [6:12:36<42:55:16,  3.82s/it]
 13%|█▎        | 5847/46302 [6:12:40<42:53:14,  3.82s/it]
 13%|█▎        | 5848/46302 [6:12:44<42:54:12,  3.82s/it]
 13%|█▎        | 5849/46302 [6:12:47<42:54:01,  3.82s/it]
 13%|█▎        | 5850/46302 [6:12:51<42:54:51,  3.82s/it]
 13%|█▎        | 5851/46302 [6:12:55<42:55:57,  3.82s/it]
 13%|█▎        | 5852/46302 [6:12:59<42:55:20,  3.82s/it]
 13%|█▎        | 5853/46302 [6:13:03<42:55:53,  3.82s/it]
 13%|█▎        | 5854/46302 [6:13:07<42:54:50,  3.82s/it]
 13%|█▎        | 5855/46302 [6:13:10<42:53:31,  3.82s/it]
 13%|█▎        | 5856/46302 [6:13:14<42:53:30,  3.82s/it]
 13%|█▎        | 5857/46302 [6:13:18<42:54:19,  3.82s/it]
 13%|█▎        | 5858/46302 [6:13:22<42:54:20,  3.82s/it]
 13%|█▎        | 5859/46302 [6:13:26<42:54:49,  3.82s/it]
 13%|█▎        | 5860/46302 [6:13:29<42:53:41,  3.82s/it]
 13%|█▎        | 5861/46302 [6:13:33<42:55:11,  3.82s/it]
 13%|█▎        | 5862/46302 [6:13:37<42:51:35,  3.82s/it]
 13%|█▎        | 5863/46302 [6:13:41<42:49:53,  3.81s/it]
 13%|█▎        | 5864/46302 [6:13:45<42:51:53,  3.82s/it]
 13%|█▎        | 5865/46302 [6:13:49<42:53:42,  3.82s/it]
 13%|█▎        | 5866/46302 [6:13:52<42:53:04,  3.82s/it]
 13%|█▎        | 5867/46302 [6:13:56<42:54:10,  3.82s/it]
 13%|█▎        | 5868/46302 [6:14:00<42:54:53,  3.82s/it]
 13%|█▎        | 5869/46302 [6:14:04<42:55:26,  3.82s/it]
 13%|█▎        | 5870/46302 [6:14:08<42:54:21,  3.82s/it]
 13%|█▎        | 5871/46302 [6:14:11<42:53:19,  3.82s/it]
 13%|█▎        | 5872/46302 [6:14:15<42:53:44,  3.82s/it]
 13%|█▎        | 5873/46302 [6:14:19<42:52:38,  3.82s/it]
 13%|█▎        | 5874/46302 [6:14:23<42:53:18,  3.82s/it]
 13%|█▎        | 5875/46302 [6:14:27<42:53:28,  3.82s/it]
 13%|█▎        | 5876/46302 [6:14:31<42:54:41,  3.82s/it]
 13%|█▎        | 5877/46302 [6:14:34<42:54:13,  3.82s/it]
 13%|█▎        | 5878/46302 [6:14:38<42:53:13,  3.82s/it]
 13%|█▎        | 5879/46302 [6:14:42<42:51:31,  3.82s/it]
 13%|█▎        | 5880/46302 [6:14:46<42:47:04,  3.81s/it]
 13%|█▎        | 5881/46302 [6:14:50<42:47:45,  3.81s/it]
 13%|█▎        | 5882/46302 [6:14:53<42:48:11,  3.81s/it]
 13%|█▎        | 5883/46302 [6:14:57<42:50:31,  3.82s/it]
 13%|█▎        | 5884/46302 [6:15:01<42:50:33,  3.82s/it]
 13%|█▎        | 5885/46302 [6:15:05<42:51:54,  3.82s/it]
 13%|█▎        | 5886/46302 [6:15:09<42:51:33,  3.82s/it]
 13%|█▎        | 5887/46302 [6:15:13<42:51:38,  3.82s/it]
 13%|█▎        | 5888/46302 [6:15:16<42:51:43,  3.82s/it]
 13%|█▎        | 5889/46302 [6:15:20<42:49:46,  3.82s/it]
 13%|█▎        | 5890/46302 [6:15:24<42:51:07,  3.82s/it]
 13%|█▎        | 5891/46302 [6:15:28<42:51:57,  3.82s/it]
 13%|█▎        | 5892/46302 [6:15:32<42:52:06,  3.82s/it]
 13%|█▎        | 5893/46302 [6:15:35<42:50:12,  3.82s/it]
 13%|█▎        | 5894/46302 [6:15:39<42:49:18,  3.82s/it]
 13%|█▎        | 5895/46302 [6:15:43<42:52:22,  3.82s/it]
 13%|█▎        | 5896/46302 [6:15:47<42:52:19,  3.82s/it]
 13%|█▎        | 5897/46302 [6:15:51<42:51:39,  3.82s/it]
 13%|█▎        | 5898/46302 [6:15:55<42:52:41,  3.82s/it]
 13%|█▎        | 5899/46302 [6:15:58<42:53:12,  3.82s/it]
 13%|█▎        | 5900/46302 [6:16:02<42:51:33,  3.82s/it]
 13%|█▎        | 5901/46302 [6:16:06<42:51:44,  3.82s/it]
 13%|█▎        | 5902/46302 [6:16:10<42:51:59,  3.82s/it]
 13%|█▎        | 5903/46302 [6:16:14<42:52:33,  3.82s/it]
 13%|█▎        | 5904/46302 [6:16:17<42:53:07,  3.82s/it]
 13%|█▎        | 5905/46302 [6:16:21<42:52:57,  3.82s/it]
 13%|█▎        | 5906/46302 [6:16:25<42:53:13,  3.82s/it]
 13%|█▎        | 5907/46302 [6:16:29<42:53:08,  3.82s/it]
 13%|█▎        | 5908/46302 [6:16:33<42:53:22,  3.82s/it]
 13%|█▎        | 5909/46302 [6:16:37<42:50:41,  3.82s/it]
 13%|█▎        | 5910/46302 [6:16:40<42:51:06,  3.82s/it]
 13%|█▎        | 5911/46302 [6:16:44<42:52:01,  3.82s/it]
 13%|█▎        | 5912/46302 [6:16:48<42:52:18,  3.82s/it]
 13%|█▎        | 5913/46302 [6:16:52<42:51:41,  3.82s/it]
 13%|█▎        | 5914/46302 [6:16:56<42:52:30,  3.82s/it]
 13%|█▎        | 5915/46302 [6:17:00<42:52:51,  3.82s/it]
 13%|█▎        | 5916/46302 [6:17:03<42:52:55,  3.82s/it]
 13%|█▎        | 5917/46302 [6:17:07<42:52:10,  3.82s/it]
 13%|█▎        | 5918/46302 [6:17:11<42:52:19,  3.82s/it]
 13%|█▎        | 5919/46302 [6:17:15<42:52:35,  3.82s/it]
 13%|█▎        | 5920/46302 [6:17:19<42:53:04,  3.82s/it]
 13%|█▎        | 5921/46302 [6:17:22<42:52:35,  3.82s/it]
 13%|█▎        | 5922/46302 [6:17:26<42:53:13,  3.82s/it]
 13%|█▎        | 5923/46302 [6:17:30<42:53:22,  3.82s/it]
 13%|█▎        | 5924/46302 [6:17:34<42:53:45,  3.82s/it]
 13%|█▎        | 5925/46302 [6:17:38<42:53:13,  3.82s/it]
 13%|█▎        | 5926/46302 [6:17:42<42:52:40,  3.82s/it]
 13%|█▎        | 5927/46302 [6:17:45<42:53:15,  3.82s/it]
 13%|█▎        | 5928/46302 [6:17:49<42:53:36,  3.82s/it]
 13%|█▎        | 5929/46302 [6:17:53<42:53:49,  3.83s/it]
 13%|█▎        | 5930/46302 [6:17:57<42:53:47,  3.83s/it]
 13%|█▎        | 5931/46302 [6:18:01<42:53:56,  3.83s/it]
 13%|█▎        | 5932/46302 [6:18:05<42:54:05,  3.83s/it]
 13%|█▎        | 5933/46302 [6:18:08<42:53:58,  3.83s/it]
 13%|█▎        | 5934/46302 [6:18:12<42:53:54,  3.83s/it]
 13%|█▎        | 5935/46302 [6:18:16<42:53:41,  3.83s/it]
 13%|█▎        | 5936/46302 [6:18:20<42:53:31,  3.83s/it]
 13%|█▎        | 5937/46302 [6:18:24<42:53:21,  3.83s/it]
 13%|█▎        | 5938/46302 [6:18:27<42:53:20,  3.83s/it]
 13%|█▎        | 5939/46302 [6:18:31<42:53:25,  3.83s/it]
 13%|█▎        | 5940/46302 [6:18:35<42:52:44,  3.82s/it]
 13%|█▎        | 5941/46302 [6:18:39<42:52:11,  3.82s/it]
 13%|█▎        | 5942/46302 [6:18:43<42:52:18,  3.82s/it]
 13%|█▎        | 5943/46302 [6:18:47<42:51:54,  3.82s/it]
 13%|█▎        | 5944/46302 [6:18:50<42:51:53,  3.82s/it]
 13%|█▎        | 5945/46302 [6:18:54<42:51:24,  3.82s/it]
 13%|█▎        | 5946/46302 [6:18:58<42:51:25,  3.82s/it]
 13%|█▎        | 5947/46302 [6:19:02<42:51:23,  3.82s/it]
 13%|█▎        | 5948/46302 [6:19:06<42:51:06,  3.82s/it]
 13%|█▎        | 5949/46302 [6:19:10<42:51:44,  3.82s/it]
 13%|█▎        | 5950/46302 [6:19:13<42:51:20,  3.82s/it]
 13%|█▎        | 5951/46302 [6:19:17<42:51:18,  3.82s/it]
 13%|█▎        | 5952/46302 [6:19:21<42:51:06,  3.82s/it]
 13%|█▎        | 5953/46302 [6:19:25<42:50:57,  3.82s/it]
 13%|█▎        | 5954/46302 [6:19:29<42:51:17,  3.82s/it]
 13%|█▎        | 5955/46302 [6:19:32<42:50:51,  3.82s/it]
 13%|█▎        | 5956/46302 [6:19:36<42:50:14,  3.82s/it]
 13%|█▎        | 5957/46302 [6:19:40<42:50:12,  3.82s/it]
 13%|█▎        | 5958/46302 [6:19:44<42:50:29,  3.82s/it]
 13%|█▎        | 5959/46302 [6:19:48<42:50:54,  3.82s/it]
 13%|█▎        | 5960/46302 [6:19:52<42:50:56,  3.82s/it]
 13%|█▎        | 5961/46302 [6:19:55<42:50:26,  3.82s/it]
 13%|█▎        | 5962/46302 [6:19:59<42:49:46,  3.82s/it]
 13%|█▎        | 5963/46302 [6:20:03<42:48:46,  3.82s/it]
 13%|█▎        | 5964/46302 [6:20:07<42:47:58,  3.82s/it]
 13%|█▎        | 5965/46302 [6:20:11<42:47:55,  3.82s/it]
 13%|█▎        | 5966/46302 [6:20:14<42:46:32,  3.82s/it]
 13%|█▎        | 5967/46302 [6:20:18<42:43:30,  3.81s/it]
 13%|█▎        | 5968/46302 [6:20:22<42:45:10,  3.82s/it]
 13%|█▎        | 5969/46302 [6:20:26<42:46:15,  3.82s/it]
 13%|█▎        | 5970/46302 [6:20:30<42:45:21,  3.82s/it]
 13%|█▎        | 5971/46302 [6:20:34<42:46:39,  3.82s/it]
 13%|█▎        | 5972/46302 [6:20:37<42:48:13,  3.82s/it]
 13%|█▎        | 5973/46302 [6:20:41<42:48:25,  3.82s/it]
 13%|█▎        | 5974/46302 [6:20:45<42:48:35,  3.82s/it]
 13%|█▎        | 5975/46302 [6:20:49<42:48:39,  3.82s/it]
 13%|█▎        | 5976/46302 [6:20:53<42:49:12,  3.82s/it]
 13%|█▎        | 5977/46302 [6:20:57<42:48:40,  3.82s/it]
 13%|█▎        | 5978/46302 [6:21:00<42:48:59,  3.82s/it]
 13%|█▎        | 5979/46302 [6:21:04<42:49:12,  3.82s/it]
 13%|█▎        | 5980/46302 [6:21:08<42:48:56,  3.82s/it]
 13%|█▎        | 5981/46302 [6:21:12<42:48:59,  3.82s/it]
 13%|█▎        | 5982/46302 [6:21:16<42:49:25,  3.82s/it]
 13%|█▎        | 5983/46302 [6:21:19<42:49:42,  3.82s/it]
 13%|█▎        | 5984/46302 [6:21:23<42:49:51,  3.82s/it]
 13%|█▎        | 5985/46302 [6:21:27<42:49:28,  3.82s/it]
 13%|█▎        | 5986/46302 [6:21:31<42:49:07,  3.82s/it]
 13%|█▎        | 5987/46302 [6:21:35<42:49:22,  3.82s/it]
 13%|█▎        | 5988/46302 [6:21:39<42:49:50,  3.82s/it]
 13%|█▎        | 5989/46302 [6:21:42<42:50:08,  3.83s/it]
 13%|█▎        | 5990/46302 [6:21:46<42:50:12,  3.83s/it]
 13%|█▎        | 5991/46302 [6:21:50<42:50:00,  3.83s/it]
 13%|█▎        | 5992/46302 [6:21:54<42:49:49,  3.83s/it]
 13%|█▎        | 5993/46302 [6:21:58<42:49:18,  3.82s/it]
 13%|█▎        | 5994/46302 [6:22:02<42:48:57,  3.82s/it]
 13%|█▎        | 5995/46302 [6:22:05<42:49:04,  3.82s/it]
 13%|█▎        | 5996/46302 [6:22:09<42:48:46,  3.82s/it]
 13%|█▎        | 5997/46302 [6:22:13<42:48:17,  3.82s/it]
 13%|█▎        | 5998/46302 [6:22:17<42:49:08,  3.82s/it]
 13%|█▎        | 5999/46302 [6:22:21<42:48:56,  3.82s/it]
 13%|█▎        | 6000/46302 [6:22:24<42:48:52,  3.82s/it]
                                                         
{'loss': 3.5591, 'learning_rate': 0.00444814798463644, 'epoch': 0.13}

 13%|█▎        | 6000/46302 [6:22:24<42:48:52,  3.82s/it]
 13%|█▎        | 6001/46302 [6:22:28<42:49:56,  3.83s/it]
 13%|█▎        | 6002/46302 [6:22:32<42:49:25,  3.83s/it]
 13%|█▎        | 6003/46302 [6:22:36<42:49:14,  3.83s/it]
 13%|█▎        | 6004/46302 [6:22:40<42:49:22,  3.83s/it]
 13%|█▎        | 6005/46302 [6:22:44<42:49:26,  3.83s/it]
 13%|█▎        | 6006/46302 [6:22:47<42:49:49,  3.83s/it]
 13%|█▎        | 6007/46302 [6:22:51<42:49:25,  3.83s/it]
 13%|█▎        | 6008/46302 [6:22:55<42:49:21,  3.83s/it]
 13%|█▎        | 6009/46302 [6:22:59<42:49:22,  3.83s/it]
 13%|█▎        | 6010/46302 [6:23:03<42:49:13,  3.83s/it]
 13%|█▎        | 6011/46302 [6:23:07<42:48:38,  3.83s/it]
 13%|█▎        | 6012/46302 [6:23:10<42:47:58,  3.82s/it]
 13%|█▎        | 6013/46302 [6:23:14<42:47:46,  3.82s/it]
 13%|█▎        | 6014/46302 [6:23:18<42:47:43,  3.82s/it]
 13%|█▎        | 6015/46302 [6:23:22<42:47:14,  3.82s/it]
 13%|█▎        | 6016/46302 [6:23:26<42:47:46,  3.82s/it]
 13%|█▎        | 6017/46302 [6:23:29<42:47:38,  3.82s/it]
 13%|█▎        | 6018/46302 [6:23:33<42:47:35,  3.82s/it]
 13%|█▎        | 6019/46302 [6:23:37<42:47:21,  3.82s/it]
 13%|█▎        | 6020/46302 [6:23:41<42:47:26,  3.82s/it]
 13%|█▎        | 6021/46302 [6:23:45<42:47:40,  3.82s/it]
 13%|█▎        | 6022/46302 [6:23:49<42:47:10,  3.82s/it]
 13%|█▎        | 6023/46302 [6:23:52<42:47:20,  3.82s/it]
 13%|█▎        | 6024/46302 [6:23:56<42:48:06,  3.83s/it]
 13%|█▎        | 6025/46302 [6:24:00<42:48:15,  3.83s/it]
 13%|█▎        | 6026/46302 [6:24:04<42:47:47,  3.83s/it]
 13%|█▎        | 6027/46302 [6:24:08<42:46:56,  3.82s/it]
 13%|█▎        | 6028/46302 [6:24:12<42:47:15,  3.82s/it]
 13%|█▎        | 6029/46302 [6:24:15<42:47:23,  3.82s/it]
 13%|█▎        | 6030/46302 [6:24:19<42:46:47,  3.82s/it]
 13%|█▎        | 6031/46302 [6:24:23<42:46:44,  3.82s/it]
 13%|█▎        | 6032/46302 [6:24:27<42:46:29,  3.82s/it]
 13%|█▎        | 6033/46302 [6:24:31<42:46:03,  3.82s/it]
 13%|█▎        | 6034/46302 [6:24:35<42:45:50,  3.82s/it]
 13%|█▎        | 6035/46302 [6:24:38<42:45:41,  3.82s/it]
 13%|█▎        | 6036/46302 [6:24:42<42:45:26,  3.82s/it]
 13%|█▎        | 6037/46302 [6:24:46<42:45:52,  3.82s/it]
 13%|█▎        | 6038/46302 [6:24:50<42:45:51,  3.82s/it]
 13%|█▎        | 6039/46302 [6:24:54<42:45:51,  3.82s/it]
 13%|█▎        | 6040/46302 [6:24:57<42:45:28,  3.82s/it]
 13%|█▎        | 6041/46302 [6:25:01<42:45:42,  3.82s/it]
 13%|█▎        | 6042/46302 [6:25:05<42:46:09,  3.82s/it]
 13%|█▎        | 6043/46302 [6:25:09<42:46:00,  3.82s/it]
 13%|█▎        | 6044/46302 [6:25:13<42:45:48,  3.82s/it]
 13%|█▎        | 6045/46302 [6:25:17<42:45:27,  3.82s/it]
 13%|█▎        | 6046/46302 [6:25:20<42:45:56,  3.82s/it]
 13%|█▎        | 6047/46302 [6:25:24<42:45:32,  3.82s/it]
 13%|█▎        | 6048/46302 [6:25:28<42:45:34,  3.82s/it]
 13%|█▎        | 6049/46302 [6:25:32<42:45:05,  3.82s/it]
 13%|█▎        | 6050/46302 [6:25:36<42:45:34,  3.82s/it]
 13%|█▎        | 6051/46302 [6:25:40<42:46:09,  3.83s/it]
 13%|█▎        | 6052/46302 [6:25:43<42:45:51,  3.82s/it]
 13%|█▎        | 6053/46302 [6:25:47<42:44:43,  3.82s/it]
 13%|█▎        | 6054/46302 [6:25:51<42:44:18,  3.82s/it]
 13%|█▎        | 6055/46302 [6:25:55<42:44:26,  3.82s/it]
 13%|█▎        | 6056/46302 [6:25:59<42:44:42,  3.82s/it]
 13%|█▎        | 6057/46302 [6:26:02<42:44:51,  3.82s/it]
 13%|█▎        | 6058/46302 [6:26:06<42:45:42,  3.83s/it]
 13%|█▎        | 6059/46302 [6:26:10<42:44:57,  3.82s/it]
 13%|█▎        | 6060/46302 [6:26:14<42:44:26,  3.82s/it]
 13%|█▎        | 6061/46302 [6:26:18<42:44:23,  3.82s/it]
 13%|█▎        | 6062/46302 [6:26:22<42:44:06,  3.82s/it]
 13%|█▎        | 6063/46302 [6:26:25<42:43:30,  3.82s/it]
 13%|█▎        | 6064/46302 [6:26:29<42:44:12,  3.82s/it]
 13%|█▎        | 6065/46302 [6:26:33<42:44:36,  3.82s/it]
 13%|█▎        | 6066/46302 [6:26:37<42:44:50,  3.82s/it]
 13%|█▎        | 6067/46302 [6:26:41<42:44:32,  3.82s/it]
 13%|█▎        | 6068/46302 [6:26:45<42:44:18,  3.82s/it]
 13%|█▎        | 6069/46302 [6:26:48<42:45:16,  3.83s/it]
 13%|█▎        | 6070/46302 [6:26:52<42:44:31,  3.82s/it]
 13%|█▎        | 6071/46302 [6:26:56<42:44:55,  3.83s/it]
 13%|█▎        | 6072/46302 [6:27:00<42:44:49,  3.83s/it]
 13%|█▎        | 6073/46302 [6:27:04<42:44:15,  3.82s/it]
 13%|█▎        | 6074/46302 [6:27:07<42:43:36,  3.82s/it]
 13%|█▎        | 6075/46302 [6:27:11<42:44:18,  3.82s/it]
 13%|█▎        | 6076/46302 [6:27:15<42:44:19,  3.82s/it]
 13%|█▎        | 6077/46302 [6:27:19<42:44:44,  3.83s/it]
 13%|█▎        | 6078/46302 [6:27:23<42:45:17,  3.83s/it]
 13%|█▎        | 6079/46302 [6:27:27<42:44:33,  3.83s/it]
 13%|█▎        | 6080/46302 [6:27:30<42:44:30,  3.83s/it]
 13%|█▎        | 6081/46302 [6:27:34<42:44:28,  3.83s/it]
 13%|█▎        | 6082/46302 [6:27:38<42:43:39,  3.82s/it]
 13%|█▎        | 6083/46302 [6:27:42<42:43:54,  3.82s/it]
 13%|█▎        | 6084/46302 [6:27:46<42:43:44,  3.82s/it]
 13%|█▎        | 6085/46302 [6:27:50<42:43:46,  3.82s/it]
 13%|█▎        | 6086/46302 [6:27:53<42:44:00,  3.83s/it]
 13%|█▎        | 6087/46302 [6:27:57<42:44:11,  3.83s/it]
 13%|█▎        | 6088/46302 [6:28:01<42:43:45,  3.83s/it]
 13%|█▎        | 6089/46302 [6:28:05<42:43:23,  3.82s/it]
 13%|█▎        | 6090/46302 [6:28:09<42:43:36,  3.83s/it]
 13%|█▎        | 6091/46302 [6:28:12<42:43:39,  3.83s/it]
 13%|█▎        | 6092/46302 [6:28:16<42:43:42,  3.83s/it]
 13%|█▎        | 6093/46302 [6:28:20<42:43:25,  3.83s/it]
 13%|█▎        | 6094/46302 [6:28:24<42:42:47,  3.82s/it]
 13%|█▎        | 6095/46302 [6:28:28<42:42:46,  3.82s/it]
 13%|█▎        | 6096/46302 [6:28:32<42:41:49,  3.82s/it]
 13%|█▎        | 6097/46302 [6:28:35<42:41:58,  3.82s/it]
 13%|█▎        | 6098/46302 [6:28:39<42:41:30,  3.82s/it]
 13%|█▎        | 6099/46302 [6:28:43<42:41:41,  3.82s/it]
 13%|█▎        | 6100/46302 [6:28:47<42:41:31,  3.82s/it]
 13%|█▎        | 6101/46302 [6:28:51<42:41:21,  3.82s/it]
 13%|█▎        | 6102/46302 [6:28:55<42:41:30,  3.82s/it]
 13%|█▎        | 6103/46302 [6:28:58<42:41:08,  3.82s/it]
 13%|█▎        | 6104/46302 [6:29:02<42:41:15,  3.82s/it]
 13%|█▎        | 6105/46302 [6:29:06<42:40:47,  3.82s/it]
 13%|█▎        | 6106/46302 [6:29:10<42:39:59,  3.82s/it]
 13%|█▎        | 6107/46302 [6:29:14<42:40:09,  3.82s/it]
 13%|█▎        | 6108/46302 [6:29:17<42:40:24,  3.82s/it]
 13%|█▎        | 6109/46302 [6:29:21<42:39:35,  3.82s/it]
 13%|█▎        | 6110/46302 [6:29:25<42:39:55,  3.82s/it]
 13%|█▎        | 6111/46302 [6:29:29<42:40:02,  3.82s/it]
 13%|█▎        | 6112/46302 [6:29:33<42:39:31,  3.82s/it]
 13%|█▎        | 6113/46302 [6:29:37<42:40:00,  3.82s/it]
 13%|█▎        | 6114/46302 [6:29:40<42:40:02,  3.82s/it]
 13%|█▎        | 6115/46302 [6:29:44<42:40:06,  3.82s/it]
 13%|█▎        | 6116/46302 [6:29:48<42:40:23,  3.82s/it]
 13%|█▎        | 6117/46302 [6:29:52<42:41:10,  3.82s/it]
 13%|█▎        | 6118/46302 [6:29:56<42:40:43,  3.82s/it]
 13%|█▎        | 6119/46302 [6:30:00<42:40:28,  3.82s/it]
 13%|█▎        | 6120/46302 [6:30:03<42:40:54,  3.82s/it]
 13%|█▎        | 6121/46302 [6:30:07<42:40:46,  3.82s/it]
 13%|█▎        | 6122/46302 [6:30:11<42:41:09,  3.82s/it]
 13%|█▎        | 6123/46302 [6:30:15<42:39:32,  3.82s/it]
 13%|█▎        | 6124/46302 [6:30:19<42:39:57,  3.82s/it]
 13%|█▎        | 6125/46302 [6:30:22<42:40:13,  3.82s/it]
 13%|█▎        | 6126/46302 [6:30:26<42:40:01,  3.82s/it]
 13%|█▎        | 6127/46302 [6:30:30<42:40:27,  3.82s/it]
 13%|█▎        | 6128/46302 [6:30:34<42:40:10,  3.82s/it]
 13%|█▎        | 6129/46302 [6:30:38<42:39:45,  3.82s/it]
 13%|█▎        | 6130/46302 [6:30:42<42:39:34,  3.82s/it]
 13%|█▎        | 6131/46302 [6:30:45<42:39:27,  3.82s/it]
 13%|█▎        | 6132/46302 [6:30:49<42:38:53,  3.82s/it]
 13%|█▎        | 6133/46302 [6:30:53<42:38:55,  3.82s/it]
 13%|█▎        | 6134/46302 [6:30:57<42:39:17,  3.82s/it]
 13%|█▎        | 6135/46302 [6:31:01<42:39:44,  3.82s/it]
 13%|█▎        | 6136/46302 [6:31:05<42:39:50,  3.82s/it]
 13%|█▎        | 6137/46302 [6:31:08<42:39:27,  3.82s/it]
 13%|█▎        | 6138/46302 [6:31:12<42:39:42,  3.82s/it]
 13%|█▎        | 6139/46302 [6:31:16<42:39:17,  3.82s/it]
 13%|█▎        | 6140/46302 [6:31:20<42:39:10,  3.82s/it]
 13%|█▎        | 6141/46302 [6:31:24<42:39:26,  3.82s/it]
 13%|█▎        | 6142/46302 [6:31:27<42:39:05,  3.82s/it]
 13%|█▎        | 6143/46302 [6:31:31<42:38:46,  3.82s/it]
 13%|█▎        | 6144/46302 [6:31:35<42:38:09,  3.82s/it]
 13%|█▎        | 6145/46302 [6:31:39<42:38:32,  3.82s/it]
 13%|█▎        | 6146/46302 [6:31:43<42:38:00,  3.82s/it]
 13%|█▎        | 6147/46302 [6:31:47<42:37:37,  3.82s/it]
 13%|█▎        | 6148/46302 [6:31:50<42:37:42,  3.82s/it]
 13%|█▎        | 6149/46302 [6:31:54<42:37:43,  3.82s/it]
 13%|█▎        | 6150/46302 [6:31:58<42:37:26,  3.82s/it]
 13%|█▎        | 6151/46302 [6:32:02<42:37:39,  3.82s/it]
 13%|█▎        | 6152/46302 [6:32:06<42:37:58,  3.82s/it]
 13%|█▎        | 6153/46302 [6:32:10<42:37:21,  3.82s/it]
 13%|█▎        | 6154/46302 [6:32:13<42:37:38,  3.82s/it]
 13%|█▎        | 6155/46302 [6:32:17<42:36:38,  3.82s/it]
 13%|█▎        | 6156/46302 [6:32:21<42:36:32,  3.82s/it]
 13%|█▎        | 6157/46302 [6:32:25<42:37:06,  3.82s/it]
 13%|█▎        | 6158/46302 [6:32:29<42:36:41,  3.82s/it]
 13%|█▎        | 6159/46302 [6:32:32<42:36:23,  3.82s/it]
 13%|█▎        | 6160/46302 [6:32:36<42:36:43,  3.82s/it]
 13%|█▎        | 6161/46302 [6:32:40<42:36:34,  3.82s/it]
 13%|█▎        | 6162/46302 [6:32:44<42:36:34,  3.82s/it]
 13%|█▎        | 6163/46302 [6:32:48<42:36:31,  3.82s/it]
 13%|█▎        | 6164/46302 [6:32:52<42:37:00,  3.82s/it]
 13%|█▎        | 6165/46302 [6:32:55<42:36:41,  3.82s/it]
 13%|█▎        | 6166/46302 [6:32:59<42:36:50,  3.82s/it]
 13%|█▎        | 6167/46302 [6:33:03<42:36:34,  3.82s/it]
 13%|█▎        | 6168/46302 [6:33:07<42:36:09,  3.82s/it]
 13%|█▎        | 6169/46302 [6:33:11<42:34:38,  3.82s/it]
 13%|█▎        | 6170/46302 [6:33:14<42:34:51,  3.82s/it]
 13%|█▎        | 6171/46302 [6:33:18<42:32:53,  3.82s/it]
 13%|█▎        | 6172/46302 [6:33:22<42:32:51,  3.82s/it]
 13%|█▎        | 6173/46302 [6:33:26<42:32:32,  3.82s/it]
 13%|█▎        | 6174/46302 [6:33:30<42:33:36,  3.82s/it]
 13%|█▎        | 6175/46302 [6:33:34<42:35:00,  3.82s/it]
 13%|█▎        | 6176/46302 [6:33:37<42:34:59,  3.82s/it]
 13%|█▎        | 6177/46302 [6:33:41<42:35:15,  3.82s/it]
 13%|█▎        | 6178/46302 [6:33:45<42:35:04,  3.82s/it]
 13%|█▎        | 6179/46302 [6:33:49<42:35:04,  3.82s/it]
 13%|█▎        | 6180/46302 [6:33:53<42:35:24,  3.82s/it]
 13%|█▎        | 6181/46302 [6:33:56<42:35:13,  3.82s/it]
 13%|█▎        | 6182/46302 [6:34:00<42:35:13,  3.82s/it]
 13%|█▎        | 6183/46302 [6:34:04<42:35:14,  3.82s/it]
 13%|█▎        | 6184/46302 [6:34:08<42:35:05,  3.82s/it]
 13%|█▎        | 6185/46302 [6:34:12<42:33:47,  3.82s/it]
 13%|█▎        | 6186/46302 [6:34:16<42:34:16,  3.82s/it]
 13%|█▎        | 6187/46302 [6:34:19<42:34:06,  3.82s/it]
 13%|█▎        | 6188/46302 [6:34:23<42:34:18,  3.82s/it]
 13%|█▎        | 6189/46302 [6:34:27<42:34:42,  3.82s/it]
 13%|█▎        | 6190/46302 [6:34:31<42:34:52,  3.82s/it]
 13%|█▎        | 6191/46302 [6:34:35<42:35:10,  3.82s/it]
 13%|█▎        | 6192/46302 [6:34:39<42:34:11,  3.82s/it]
 13%|█▎        | 6193/46302 [6:34:42<42:34:07,  3.82s/it]
 13%|█▎        | 6194/46302 [6:34:46<42:34:27,  3.82s/it]
 13%|█▎        | 6195/46302 [6:34:50<42:34:35,  3.82s/it]
 13%|█▎        | 6196/46302 [6:34:54<42:34:11,  3.82s/it]
 13%|█▎        | 6197/46302 [6:34:58<42:33:56,  3.82s/it]
 13%|█▎        | 6198/46302 [6:35:01<42:34:40,  3.82s/it]
 13%|█▎        | 6199/46302 [6:35:05<42:34:21,  3.82s/it]
 13%|█▎        | 6200/46302 [6:35:09<42:34:35,  3.82s/it]
 13%|█▎        | 6201/46302 [6:35:13<42:34:56,  3.82s/it]
 13%|█▎        | 6202/46302 [6:35:17<42:34:10,  3.82s/it]
 13%|█▎        | 6203/46302 [6:35:21<42:34:12,  3.82s/it]
 13%|█▎        | 6204/46302 [6:35:24<42:34:25,  3.82s/it]
 13%|█▎        | 6205/46302 [6:35:28<42:33:30,  3.82s/it]
 13%|█▎        | 6206/46302 [6:35:32<42:34:02,  3.82s/it]
 13%|█▎        | 6207/46302 [6:35:36<42:34:06,  3.82s/it]
 13%|█▎        | 6208/46302 [6:35:40<42:34:24,  3.82s/it]
 13%|█▎        | 6209/46302 [6:35:43<42:34:25,  3.82s/it]
 13%|█▎        | 6210/46302 [6:35:47<42:33:36,  3.82s/it]
 13%|█▎        | 6211/46302 [6:35:51<42:33:18,  3.82s/it]
 13%|█▎        | 6212/46302 [6:35:55<42:33:32,  3.82s/it]
 13%|█▎        | 6213/46302 [6:35:59<42:32:59,  3.82s/it]
 13%|█▎        | 6214/46302 [6:36:03<42:33:14,  3.82s/it]
 13%|█▎        | 6215/46302 [6:36:06<42:33:18,  3.82s/it]
 13%|█▎        | 6216/46302 [6:36:10<42:33:42,  3.82s/it]
 13%|█▎        | 6217/46302 [6:36:14<42:33:59,  3.82s/it]
 13%|█▎        | 6218/46302 [6:36:18<42:33:35,  3.82s/it]
 13%|█▎        | 6219/46302 [6:36:22<42:33:34,  3.82s/it]
 13%|█▎        | 6220/46302 [6:36:26<42:33:02,  3.82s/it]
 13%|█▎        | 6221/46302 [6:36:29<42:32:42,  3.82s/it]
 13%|█▎        | 6222/46302 [6:36:33<42:32:39,  3.82s/it]
 13%|█▎        | 6223/46302 [6:36:37<42:33:17,  3.82s/it]
 13%|█▎        | 6224/46302 [6:36:41<42:33:13,  3.82s/it]
 13%|█▎        | 6225/46302 [6:36:45<42:33:37,  3.82s/it]
 13%|█▎        | 6226/46302 [6:36:48<42:33:34,  3.82s/it]
 13%|█▎        | 6227/46302 [6:36:52<42:33:31,  3.82s/it]
 13%|█▎        | 6228/46302 [6:36:56<42:33:22,  3.82s/it]
 13%|█▎        | 6229/46302 [6:37:00<42:33:30,  3.82s/it]
 13%|█▎        | 6230/46302 [6:37:04<42:33:10,  3.82s/it]
 13%|█▎        | 6231/46302 [6:37:08<42:32:53,  3.82s/it]
 13%|█▎        | 6232/46302 [6:37:11<42:32:44,  3.82s/it]
 13%|█▎        | 6233/46302 [6:37:15<42:33:17,  3.82s/it]
 13%|█▎        | 6234/46302 [6:37:19<42:33:22,  3.82s/it]
 13%|█▎        | 6235/46302 [6:37:23<42:32:50,  3.82s/it]
 13%|█▎        | 6236/46302 [6:37:27<42:32:39,  3.82s/it]
 13%|█▎        | 6237/46302 [6:37:31<42:32:30,  3.82s/it]
 13%|█▎        | 6238/46302 [6:37:34<42:32:19,  3.82s/it]
 13%|█▎        | 6239/46302 [6:37:38<42:32:16,  3.82s/it]
 13%|█▎        | 6240/46302 [6:37:42<42:32:52,  3.82s/it]
 13%|█▎        | 6241/46302 [6:37:46<42:32:48,  3.82s/it]
 13%|█▎        | 6242/46302 [6:37:50<42:32:38,  3.82s/it]
 13%|█▎        | 6243/46302 [6:37:53<42:32:58,  3.82s/it]
 13%|█▎        | 6244/46302 [6:37:57<42:33:02,  3.82s/it]
 13%|█▎        | 6245/46302 [6:38:01<42:33:02,  3.82s/it]
 13%|█▎        | 6246/46302 [6:38:05<42:32:44,  3.82s/it]
 13%|█▎        | 6247/46302 [6:38:09<42:31:51,  3.82s/it]
 13%|█▎        | 6248/46302 [6:38:13<42:32:28,  3.82s/it]
 13%|█▎        | 6249/46302 [6:38:16<42:31:55,  3.82s/it]
 13%|█▎        | 6250/46302 [6:38:20<42:31:42,  3.82s/it]
 14%|█▎        | 6251/46302 [6:38:24<42:32:14,  3.82s/it]
 14%|█▎        | 6252/46302 [6:38:28<42:31:34,  3.82s/it]
 14%|█▎        | 6253/46302 [6:38:32<42:31:37,  3.82s/it]
 14%|█▎        | 6254/46302 [6:38:36<42:31:21,  3.82s/it]
 14%|█▎        | 6255/46302 [6:38:39<42:31:12,  3.82s/it]
 14%|█▎        | 6256/46302 [6:38:43<42:31:19,  3.82s/it]
 14%|█▎        | 6257/46302 [6:38:47<42:31:10,  3.82s/it]
 14%|█▎        | 6258/46302 [6:38:51<42:31:26,  3.82s/it]
 14%|█▎        | 6259/46302 [6:38:55<42:30:58,  3.82s/it]
 14%|█▎        | 6260/46302 [6:38:58<42:31:21,  3.82s/it]
 14%|█▎        | 6261/46302 [6:39:02<42:31:22,  3.82s/it]
 14%|█▎        | 6262/46302 [6:39:06<42:31:55,  3.82s/it]
 14%|█▎        | 6263/46302 [6:39:10<42:31:06,  3.82s/it]
 14%|█▎        | 6264/46302 [6:39:14<42:31:23,  3.82s/it]
 14%|█▎        | 6265/46302 [6:39:18<42:31:40,  3.82s/it]
 14%|█▎        | 6266/46302 [6:39:21<42:31:51,  3.82s/it]
 14%|█▎        | 6267/46302 [6:39:25<42:31:15,  3.82s/it]
 14%|█▎        | 6268/46302 [6:39:29<42:31:11,  3.82s/it]
 14%|█▎        | 6269/46302 [6:39:33<42:30:21,  3.82s/it]
 14%|█▎        | 6270/46302 [6:39:37<42:31:10,  3.82s/it]
 14%|█▎        | 6271/46302 [6:39:41<42:31:20,  3.82s/it]
 14%|█▎        | 6272/46302 [6:39:44<42:31:36,  3.82s/it]
 14%|█▎        | 6273/46302 [6:39:48<42:30:51,  3.82s/it]
 14%|█▎        | 6274/46302 [6:39:52<42:30:30,  3.82s/it]
 14%|█▎        | 6275/46302 [6:39:56<42:30:54,  3.82s/it]
 14%|█▎        | 6276/46302 [6:40:00<42:31:14,  3.82s/it]
 14%|█▎        | 6277/46302 [6:40:03<42:31:08,  3.82s/it]
 14%|█▎        | 6278/46302 [6:40:07<42:31:34,  3.83s/it]
 14%|█▎        | 6279/46302 [6:40:11<42:31:25,  3.82s/it]
 14%|█▎        | 6280/46302 [6:40:15<42:30:55,  3.82s/it]
 14%|█▎        | 6281/46302 [6:40:19<42:30:42,  3.82s/it]
 14%|█▎        | 6282/46302 [6:40:23<42:30:49,  3.82s/it]
 14%|█▎        | 6283/46302 [6:40:26<42:31:03,  3.82s/it]
 14%|█▎        | 6284/46302 [6:40:30<42:31:10,  3.83s/it]
 14%|█▎        | 6285/46302 [6:40:34<42:31:17,  3.83s/it]
 14%|█▎        | 6286/46302 [6:40:38<42:30:18,  3.82s/it]
 14%|█▎        | 6287/46302 [6:40:42<42:30:29,  3.82s/it]
 14%|█▎        | 6288/46302 [6:40:46<42:30:16,  3.82s/it]
 14%|█▎        | 6289/46302 [6:40:49<42:30:04,  3.82s/it]
 14%|█▎        | 6290/46302 [6:40:53<42:30:22,  3.82s/it]
 14%|█▎        | 6291/46302 [6:40:57<42:30:34,  3.82s/it]
 14%|█▎        | 6292/46302 [6:41:01<42:30:48,  3.83s/it]
 14%|█▎        | 6293/46302 [6:41:05<42:31:00,  3.83s/it]
 14%|█▎        | 6294/46302 [6:41:08<42:30:39,  3.83s/it]
 14%|█▎        | 6295/46302 [6:41:12<42:30:26,  3.82s/it]
 14%|█▎        | 6296/46302 [6:41:16<42:30:15,  3.82s/it]
 14%|█▎        | 6297/46302 [6:41:20<42:30:26,  3.83s/it]
 14%|█▎        | 6298/46302 [6:41:24<42:31:03,  3.83s/it]
 14%|█▎        | 6299/46302 [6:41:28<42:30:43,  3.83s/it]
 14%|█▎        | 6300/46302 [6:41:31<42:29:59,  3.82s/it]
 14%|█▎        | 6301/46302 [6:41:35<42:30:00,  3.82s/it]
 14%|█▎        | 6302/46302 [6:41:39<42:29:40,  3.82s/it]
 14%|█▎        | 6303/46302 [6:41:43<42:30:13,  3.83s/it]
 14%|█▎        | 6304/46302 [6:41:47<42:29:49,  3.82s/it]
 14%|█▎        | 6305/46302 [6:41:51<42:29:32,  3.82s/it]
 14%|█▎        | 6306/46302 [6:41:54<42:29:51,  3.83s/it]
 14%|█▎        | 6307/46302 [6:41:58<42:30:35,  3.83s/it]
 14%|█▎        | 6308/46302 [6:42:02<42:30:18,  3.83s/it]
 14%|█▎        | 6309/46302 [6:42:06<42:29:42,  3.83s/it]
 14%|█▎        | 6310/46302 [6:42:10<42:29:13,  3.82s/it]
 14%|█▎        | 6311/46302 [6:42:13<42:29:22,  3.82s/it]
 14%|█▎        | 6312/46302 [6:42:17<42:29:11,  3.82s/it]
 14%|█▎        | 6313/46302 [6:42:21<42:29:02,  3.82s/it]
 14%|█▎        | 6314/46302 [6:42:25<42:28:50,  3.82s/it]
 14%|█▎        | 6315/46302 [6:42:29<42:28:31,  3.82s/it]
 14%|█▎        | 6316/46302 [6:42:33<42:27:53,  3.82s/it]
 14%|█▎        | 6317/46302 [6:42:36<42:27:56,  3.82s/it]
 14%|█▎        | 6318/46302 [6:42:40<42:26:59,  3.82s/it]
 14%|█▎        | 6319/46302 [6:42:44<42:26:16,  3.82s/it]
 14%|█▎        | 6320/46302 [6:42:48<42:26:54,  3.82s/it]
 14%|█▎        | 6321/46302 [6:42:52<42:27:10,  3.82s/it]
 14%|█▎        | 6322/46302 [6:42:56<42:26:04,  3.82s/it]
 14%|█▎        | 6323/46302 [6:42:59<42:25:53,  3.82s/it]
 14%|█▎        | 6324/46302 [6:43:03<42:26:39,  3.82s/it]
 14%|█▎        | 6325/46302 [6:43:07<42:25:45,  3.82s/it]
 14%|█▎        | 6326/46302 [6:43:11<42:25:17,  3.82s/it]
 14%|█▎        | 6327/46302 [6:43:15<42:25:16,  3.82s/it]
 14%|█▎        | 6328/46302 [6:43:18<42:25:00,  3.82s/it]
 14%|█▎        | 6329/46302 [6:43:22<42:25:53,  3.82s/it]
 14%|█▎        | 6330/46302 [6:43:26<42:26:18,  3.82s/it]
 14%|█▎        | 6331/46302 [6:43:30<42:25:43,  3.82s/it]
 14%|█▎        | 6332/46302 [6:43:34<42:25:26,  3.82s/it]
 14%|█▎        | 6333/46302 [6:43:38<42:25:46,  3.82s/it]
 14%|█▎        | 6334/46302 [6:43:41<42:26:13,  3.82s/it]
 14%|█▎        | 6335/46302 [6:43:45<42:25:52,  3.82s/it]
 14%|█▎        | 6336/46302 [6:43:49<42:26:25,  3.82s/it]
 14%|█▎        | 6337/46302 [6:43:53<42:26:18,  3.82s/it]
 14%|█▎        | 6338/46302 [6:43:57<42:26:36,  3.82s/it]
 14%|█▎        | 6339/46302 [6:44:01<42:26:44,  3.82s/it]
 14%|█▎        | 6340/46302 [6:44:04<42:27:00,  3.82s/it]
 14%|█▎        | 6341/46302 [6:44:08<42:27:05,  3.82s/it]
 14%|█▎        | 6342/46302 [6:44:12<42:27:11,  3.82s/it]
 14%|█▎        | 6343/46302 [6:44:16<42:26:55,  3.82s/it]
 14%|█▎        | 6344/46302 [6:44:20<42:25:56,  3.82s/it]
 14%|█▎        | 6345/46302 [6:44:23<42:26:27,  3.82s/it]
 14%|█▎        | 6346/46302 [6:44:27<42:26:09,  3.82s/it]
 14%|█▎        | 6347/46302 [6:44:31<42:25:20,  3.82s/it]
 14%|█▎        | 6348/46302 [6:44:35<42:25:18,  3.82s/it]
 14%|█▎        | 6349/46302 [6:44:39<42:25:04,  3.82s/it]
 14%|█▎        | 6350/46302 [6:44:43<42:25:43,  3.82s/it]
 14%|█▎        | 6351/46302 [6:44:46<42:25:49,  3.82s/it]
 14%|█▎        | 6352/46302 [6:44:50<42:25:53,  3.82s/it]
 14%|█▎        | 6353/46302 [6:44:54<42:25:34,  3.82s/it]
 14%|█▎        | 6354/46302 [6:44:58<42:25:38,  3.82s/it]
 14%|█▎        | 6355/46302 [6:45:02<42:25:47,  3.82s/it]
 14%|█▎        | 6356/46302 [6:45:06<42:24:57,  3.82s/it]
 14%|█▎        | 6357/46302 [6:45:09<42:24:50,  3.82s/it]
 14%|█▎        | 6358/46302 [6:45:13<42:24:48,  3.82s/it]
 14%|█▎        | 6359/46302 [6:45:17<42:24:40,  3.82s/it]
 14%|█▎        | 6360/46302 [6:45:21<42:25:03,  3.82s/it]
 14%|█▎        | 6361/46302 [6:45:25<42:25:20,  3.82s/it]
 14%|█▎        | 6362/46302 [6:45:28<42:24:54,  3.82s/it]
 14%|█▎        | 6363/46302 [6:45:32<42:24:21,  3.82s/it]
 14%|█▎        | 6364/46302 [6:45:36<42:24:43,  3.82s/it]
 14%|█▎        | 6365/46302 [6:45:40<42:23:51,  3.82s/it]
 14%|█▎        | 6366/46302 [6:45:44<42:24:15,  3.82s/it]
 14%|█▍        | 6367/46302 [6:45:48<42:23:23,  3.82s/it]
 14%|█▍        | 6368/46302 [6:45:51<42:23:47,  3.82s/it]
 14%|█▍        | 6369/46302 [6:45:55<42:24:30,  3.82s/it]
 14%|█▍        | 6370/46302 [6:45:59<42:24:55,  3.82s/it]
 14%|█▍        | 6371/46302 [6:46:03<42:24:26,  3.82s/it]
 14%|█▍        | 6372/46302 [6:46:07<42:24:49,  3.82s/it]
 14%|█▍        | 6373/46302 [6:46:11<42:24:44,  3.82s/it]
 14%|█▍        | 6374/46302 [6:46:14<42:24:53,  3.82s/it]
 14%|█▍        | 6375/46302 [6:46:18<42:23:45,  3.82s/it]
 14%|█▍        | 6376/46302 [6:46:22<42:24:10,  3.82s/it]
 14%|█▍        | 6377/46302 [6:46:26<42:24:05,  3.82s/it]
 14%|█▍        | 6378/46302 [6:46:30<42:23:39,  3.82s/it]
 14%|█▍        | 6379/46302 [6:46:33<42:23:41,  3.82s/it]
 14%|█▍        | 6380/46302 [6:46:37<42:23:33,  3.82s/it]
 14%|█▍        | 6381/46302 [6:46:41<42:23:26,  3.82s/it]
 14%|█▍        | 6382/46302 [6:46:45<42:23:16,  3.82s/it]
 14%|█▍        | 6383/46302 [6:46:49<42:22:53,  3.82s/it]
 14%|█▍        | 6384/46302 [6:46:53<42:23:10,  3.82s/it]
 14%|█▍        | 6385/46302 [6:46:56<42:23:02,  3.82s/it]
 14%|█▍        | 6386/46302 [6:47:00<42:22:38,  3.82s/it]
 14%|█▍        | 6387/46302 [6:47:04<42:22:41,  3.82s/it]
 14%|█▍        | 6388/46302 [6:47:08<42:22:33,  3.82s/it]
 14%|█▍        | 6389/46302 [6:47:12<42:22:24,  3.82s/it]
 14%|█▍        | 6390/46302 [6:47:15<42:22:08,  3.82s/it]
 14%|█▍        | 6391/46302 [6:47:19<42:22:14,  3.82s/it]
 14%|█▍        | 6392/46302 [6:47:23<42:20:49,  3.82s/it]
 14%|█▍        | 6393/46302 [6:47:27<42:20:50,  3.82s/it]
 14%|█▍        | 6394/46302 [6:47:31<42:20:21,  3.82s/it]
 14%|█▍        | 6395/46302 [6:47:35<42:20:34,  3.82s/it]
 14%|█▍        | 6396/46302 [6:47:38<42:20:27,  3.82s/it]
 14%|█▍        | 6397/46302 [6:47:42<42:20:59,  3.82s/it]
 14%|█▍        | 6398/46302 [6:47:46<42:21:14,  3.82s/it]
 14%|█▍        | 6399/46302 [6:47:50<42:21:25,  3.82s/it]
 14%|█▍        | 6400/46302 [6:47:54<42:21:47,  3.82s/it]
 14%|█▍        | 6401/46302 [6:47:58<42:21:24,  3.82s/it]
 14%|█▍        | 6402/46302 [6:48:01<42:21:13,  3.82s/it]
 14%|█▍        | 6403/46302 [6:48:05<42:21:15,  3.82s/it]
 14%|█▍        | 6404/46302 [6:48:09<42:21:59,  3.82s/it]
 14%|█▍        | 6405/46302 [6:48:13<42:21:17,  3.82s/it]
 14%|█▍        | 6406/46302 [6:48:17<42:21:00,  3.82s/it]
 14%|█▍        | 6407/46302 [6:48:20<42:20:43,  3.82s/it]
 14%|█▍        | 6408/46302 [6:48:24<42:20:09,  3.82s/it]
 14%|█▍        | 6409/46302 [6:48:28<42:20:50,  3.82s/it]
 14%|█▍        | 6410/46302 [6:48:32<42:20:52,  3.82s/it]
 14%|█▍        | 6411/46302 [6:48:36<42:21:13,  3.82s/it]
 14%|█▍        | 6412/46302 [6:48:40<42:21:12,  3.82s/it]
 14%|█▍        | 6413/46302 [6:48:43<42:21:16,  3.82s/it]
 14%|█▍        | 6414/46302 [6:48:47<42:21:20,  3.82s/it]
 14%|█▍        | 6415/46302 [6:48:51<42:21:25,  3.82s/it]
 14%|█▍        | 6416/46302 [6:48:55<42:22:08,  3.82s/it]
 14%|█▍        | 6417/46302 [6:48:59<42:21:49,  3.82s/it]
 14%|█▍        | 6418/46302 [6:49:02<42:21:37,  3.82s/it]
 14%|█▍        | 6419/46302 [6:49:06<42:21:24,  3.82s/it]
 14%|█▍        | 6420/46302 [6:49:10<42:21:34,  3.82s/it]
 14%|█▍        | 6421/46302 [6:49:14<42:21:20,  3.82s/it]
 14%|█▍        | 6422/46302 [6:49:18<42:20:35,  3.82s/it]
 14%|█▍        | 6423/46302 [6:49:22<42:20:25,  3.82s/it]
 14%|█▍        | 6424/46302 [6:49:25<42:19:07,  3.82s/it]
 14%|█▍        | 6425/46302 [6:49:29<42:19:18,  3.82s/it]
 14%|█▍        | 6426/46302 [6:49:33<42:19:57,  3.82s/it]
 14%|█▍        | 6427/46302 [6:49:37<42:19:14,  3.82s/it]
 14%|█▍        | 6428/46302 [6:49:41<42:18:41,  3.82s/it]
 14%|█▍        | 6429/46302 [6:49:45<42:18:17,  3.82s/it]
 14%|█▍        | 6430/46302 [6:49:48<42:17:55,  3.82s/it]
 14%|█▍        | 6431/46302 [6:49:52<42:18:29,  3.82s/it]
 14%|█▍        | 6432/46302 [6:49:56<42:18:11,  3.82s/it]
 14%|█▍        | 6433/46302 [6:50:00<42:17:49,  3.82s/it]
 14%|█▍        | 6434/46302 [6:50:04<42:18:55,  3.82s/it]
 14%|█▍        | 6435/46302 [6:50:07<42:18:32,  3.82s/it]
 14%|█▍        | 6436/46302 [6:50:11<42:18:18,  3.82s/it]
 14%|█▍        | 6437/46302 [6:50:15<42:18:49,  3.82s/it]
 14%|█▍        | 6438/46302 [6:50:19<42:18:35,  3.82s/it]
 14%|█▍        | 6439/46302 [6:50:23<42:17:59,  3.82s/it]
 14%|█▍        | 6440/46302 [6:50:27<42:17:43,  3.82s/it]
 14%|█▍        | 6441/46302 [6:50:30<42:17:28,  3.82s/it]
 14%|█▍        | 6442/46302 [6:50:34<42:17:31,  3.82s/it]
 14%|█▍        | 6443/46302 [6:50:38<42:16:53,  3.82s/it]
 14%|█▍        | 6444/46302 [6:50:42<42:17:22,  3.82s/it]
 14%|█▍        | 6445/46302 [6:50:46<42:16:36,  3.82s/it]
 14%|█▍        | 6446/46302 [6:50:49<42:16:27,  3.82s/it]
 14%|█▍        | 6447/46302 [6:50:53<42:16:43,  3.82s/it]
 14%|█▍        | 6448/46302 [6:50:57<42:17:02,  3.82s/it]
 14%|█▍        | 6449/46302 [6:51:01<42:17:19,  3.82s/it]
 14%|█▍        | 6450/46302 [6:51:05<42:17:21,  3.82s/it]
 14%|█▍        | 6451/46302 [6:51:09<42:17:03,  3.82s/it]
 14%|█▍        | 6452/46302 [6:51:12<42:16:54,  3.82s/it]
 14%|█▍        | 6453/46302 [6:51:16<42:16:34,  3.82s/it]
 14%|█▍        | 6454/46302 [6:51:20<42:16:37,  3.82s/it]
 14%|█▍        | 6455/46302 [6:51:24<42:17:47,  3.82s/it]
 14%|█▍        | 6456/46302 [6:51:28<42:18:29,  3.82s/it]
 14%|█▍        | 6457/46302 [6:51:31<42:18:11,  3.82s/it]
 14%|█▍        | 6458/46302 [6:51:35<42:18:15,  3.82s/it]
 14%|█▍        | 6459/46302 [6:51:39<42:18:40,  3.82s/it]
 14%|█▍        | 6460/46302 [6:51:43<42:18:58,  3.82s/it]
 14%|█▍        | 6461/46302 [6:51:47<42:18:57,  3.82s/it]
 14%|█▍        | 6462/46302 [6:51:51<42:18:01,  3.82s/it]
 14%|█▍        | 6463/46302 [6:51:54<42:17:58,  3.82s/it]
 14%|█▍        | 6464/46302 [6:51:58<42:18:02,  3.82s/it]
 14%|█▍        | 6465/46302 [6:52:02<42:17:26,  3.82s/it]
 14%|█▍        | 6466/46302 [6:52:06<42:18:15,  3.82s/it]
 14%|█▍        | 6467/46302 [6:52:10<42:18:32,  3.82s/it]
 14%|█▍        | 6468/46302 [6:52:14<42:18:15,  3.82s/it]
 14%|█▍        | 6469/46302 [6:52:17<42:17:41,  3.82s/it]
 14%|█▍        | 6470/46302 [6:52:21<42:17:56,  3.82s/it]
 14%|█▍        | 6471/46302 [6:52:25<42:17:27,  3.82s/it]
 14%|█▍        | 6472/46302 [6:52:29<42:17:35,  3.82s/it]
 14%|█▍        | 6473/46302 [6:52:33<42:16:43,  3.82s/it]
 14%|█▍        | 6474/46302 [6:52:36<42:16:29,  3.82s/it]
 14%|█▍        | 6475/46302 [6:52:40<42:15:50,  3.82s/it]
 14%|█▍        | 6476/46302 [6:52:44<42:15:15,  3.82s/it]
 14%|█▍        | 6477/46302 [6:52:48<42:15:38,  3.82s/it]
 14%|█▍        | 6478/46302 [6:52:52<42:15:19,  3.82s/it]
 14%|█▍        | 6479/46302 [6:52:56<42:14:30,  3.82s/it]
 14%|█▍        | 6480/46302 [6:52:59<42:14:46,  3.82s/it]
 14%|█▍        | 6481/46302 [6:53:03<42:15:15,  3.82s/it]
 14%|█▍        | 6482/46302 [6:53:07<42:15:16,  3.82s/it]
 14%|█▍        | 6483/46302 [6:53:11<42:15:34,  3.82s/it]
 14%|█▍        | 6484/46302 [6:53:15<42:16:24,  3.82s/it]
 14%|█▍        | 6485/46302 [6:53:18<42:16:25,  3.82s/it]
 14%|█▍        | 6486/46302 [6:53:22<42:16:54,  3.82s/it]
 14%|█▍        | 6487/46302 [6:53:26<42:16:26,  3.82s/it]
 14%|█▍        | 6488/46302 [6:53:30<42:16:33,  3.82s/it]
 14%|█▍        | 6489/46302 [6:53:34<42:15:35,  3.82s/it]
 14%|█▍        | 6490/46302 [6:53:38<42:16:06,  3.82s/it]
 14%|█▍        | 6491/46302 [6:53:41<42:15:30,  3.82s/it]
 14%|█▍        | 6492/46302 [6:53:45<42:15:59,  3.82s/it]
 14%|█▍        | 6493/46302 [6:53:49<42:15:21,  3.82s/it]
 14%|█▍        | 6494/46302 [6:53:53<42:15:15,  3.82s/it]
 14%|█▍        | 6495/46302 [6:53:57<42:15:18,  3.82s/it]
 14%|█▍        | 6496/46302 [6:54:01<42:14:32,  3.82s/it]
 14%|█▍        | 6497/46302 [6:54:04<42:13:47,  3.82s/it]
 14%|█▍        | 6498/46302 [6:54:08<42:14:26,  3.82s/it]
 14%|█▍        | 6499/46302 [6:54:12<42:14:03,  3.82s/it]
 14%|█▍        | 6500/46302 [6:54:16<42:14:13,  3.82s/it]
                                                         
{'loss': 3.5347, 'learning_rate': 0.004392962783100084, 'epoch': 0.14}

 14%|█▍        | 6500/46302 [6:54:16<42:14:13,  3.82s/it]
 14%|█▍        | 6501/46302 [6:54:20<42:15:48,  3.82s/it]
 14%|█▍        | 6502/46302 [6:54:23<42:15:32,  3.82s/it]
 14%|█▍        | 6503/46302 [6:54:27<42:14:56,  3.82s/it]
 14%|█▍        | 6504/46302 [6:54:31<42:15:04,  3.82s/it]
 14%|█▍        | 6505/46302 [6:54:35<42:14:34,  3.82s/it]
 14%|█▍        | 6506/46302 [6:54:39<42:14:11,  3.82s/it]
 14%|█▍        | 6507/46302 [6:54:43<42:14:50,  3.82s/it]
 14%|█▍        | 6508/46302 [6:54:46<42:14:52,  3.82s/it]
 14%|█▍        | 6509/46302 [6:54:50<42:15:17,  3.82s/it]
 14%|█▍        | 6510/46302 [6:54:54<42:15:40,  3.82s/it]
 14%|█▍        | 6511/46302 [6:54:58<42:15:02,  3.82s/it]
 14%|█▍        | 6512/46302 [6:55:02<42:15:12,  3.82s/it]
 14%|█▍        | 6513/46302 [6:55:06<42:14:57,  3.82s/it]
 14%|█▍        | 6514/46302 [6:55:09<42:14:18,  3.82s/it]
 14%|█▍        | 6515/46302 [6:55:13<42:14:12,  3.82s/it]
 14%|█▍        | 6516/46302 [6:55:17<42:14:00,  3.82s/it]
 14%|█▍        | 6517/46302 [6:55:21<42:13:43,  3.82s/it]
 14%|█▍        | 6518/46302 [6:55:25<42:13:35,  3.82s/it]
 14%|█▍        | 6519/46302 [6:55:28<42:14:14,  3.82s/it]
 14%|█▍        | 6520/46302 [6:55:32<42:12:46,  3.82s/it]
 14%|█▍        | 6521/46302 [6:55:36<42:13:21,  3.82s/it]
 14%|█▍        | 6522/46302 [6:55:40<42:13:55,  3.82s/it]
 14%|█▍        | 6523/46302 [6:55:44<42:14:08,  3.82s/it]
 14%|█▍        | 6524/46302 [6:55:48<42:13:26,  3.82s/it]
 14%|█▍        | 6525/46302 [6:55:51<42:13:53,  3.82s/it]
 14%|█▍        | 6526/46302 [6:55:55<42:14:11,  3.82s/it]
 14%|█▍        | 6527/46302 [6:55:59<42:13:42,  3.82s/it]
 14%|█▍        | 6528/46302 [6:56:03<42:13:36,  3.82s/it]
 14%|█▍        | 6529/46302 [6:56:07<42:13:28,  3.82s/it]
 14%|█▍        | 6530/46302 [6:56:10<42:13:07,  3.82s/it]
 14%|█▍        | 6531/46302 [6:56:14<42:13:08,  3.82s/it]
 14%|█▍        | 6532/46302 [6:56:18<42:13:12,  3.82s/it]
 14%|█▍        | 6533/46302 [6:56:22<42:13:18,  3.82s/it]
 14%|█▍        | 6534/46302 [6:56:26<42:12:24,  3.82s/it]
 14%|█▍        | 6535/46302 [6:56:30<42:12:04,  3.82s/it]
 14%|█▍        | 6536/46302 [6:56:33<42:12:28,  3.82s/it]
 14%|█▍        | 6537/46302 [6:56:37<42:11:27,  3.82s/it]
 14%|█▍        | 6538/46302 [6:56:41<42:11:22,  3.82s/it]
 14%|█▍        | 6539/46302 [6:56:45<42:11:22,  3.82s/it]
 14%|█▍        | 6540/46302 [6:56:49<42:11:49,  3.82s/it]
 14%|█▍        | 6541/46302 [6:56:52<42:12:28,  3.82s/it]
 14%|█▍        | 6542/46302 [6:56:56<42:12:22,  3.82s/it]
 14%|█▍        | 6543/46302 [6:57:00<42:12:34,  3.82s/it]
 14%|█▍        | 6544/46302 [6:57:04<42:12:47,  3.82s/it]
 14%|█▍        | 6545/46302 [6:57:08<42:12:12,  3.82s/it]
 14%|█▍        | 6546/46302 [6:57:12<42:12:04,  3.82s/it]
 14%|█▍        | 6547/46302 [6:57:15<42:11:34,  3.82s/it]
 14%|█▍        | 6548/46302 [6:57:19<42:11:11,  3.82s/it]
 14%|█▍        | 6549/46302 [6:57:23<42:11:13,  3.82s/it]
 14%|█▍        | 6550/46302 [6:57:27<42:11:24,  3.82s/it]
 14%|█▍        | 6551/46302 [6:57:31<42:11:49,  3.82s/it]
 14%|█▍        | 6552/46302 [6:57:35<42:11:26,  3.82s/it]
 14%|█▍        | 6553/46302 [6:57:38<42:12:18,  3.82s/it]
 14%|█▍        | 6554/46302 [6:57:42<42:12:46,  3.82s/it]
 14%|█▍        | 6555/46302 [6:57:46<42:13:10,  3.82s/it]
 14%|█▍        | 6556/46302 [6:57:50<42:12:22,  3.82s/it]
 14%|█▍        | 6557/46302 [6:57:54<42:13:01,  3.82s/it]
 14%|█▍        | 6558/46302 [6:57:57<42:12:31,  3.82s/it]
 14%|█▍        | 6559/46302 [6:58:01<42:10:48,  3.82s/it]
 14%|█▍        | 6560/46302 [6:58:05<42:11:30,  3.82s/it]
 14%|█▍        | 6561/46302 [6:58:09<42:11:14,  3.82s/it]
 14%|█▍        | 6562/46302 [6:58:13<42:12:29,  3.82s/it]
 14%|█▍        | 6563/46302 [6:58:17<42:12:25,  3.82s/it]
 14%|█▍        | 6564/46302 [6:58:20<42:12:40,  3.82s/it]
 14%|█▍        | 6565/46302 [6:58:24<42:12:48,  3.82s/it]
 14%|█▍        | 6566/46302 [6:58:28<42:12:57,  3.82s/it]
 14%|█▍        | 6567/46302 [6:58:32<42:12:52,  3.82s/it]
 14%|█▍        | 6568/46302 [6:58:36<42:12:57,  3.82s/it]
 14%|█▍        | 6569/46302 [6:58:40<42:11:58,  3.82s/it]
 14%|█▍        | 6570/46302 [6:58:43<42:11:44,  3.82s/it]
 14%|█▍        | 6571/46302 [6:58:47<42:12:20,  3.82s/it]
 14%|█▍        | 6572/46302 [6:58:51<42:11:51,  3.82s/it]
 14%|█▍        | 6573/46302 [6:58:55<42:12:06,  3.82s/it]
 14%|█▍        | 6574/46302 [6:58:59<42:11:31,  3.82s/it]
 14%|█▍        | 6575/46302 [6:59:02<42:09:51,  3.82s/it]
 14%|█▍        | 6576/46302 [6:59:06<42:09:55,  3.82s/it]
 14%|█▍        | 6577/46302 [6:59:10<42:10:20,  3.82s/it]
 14%|█▍        | 6578/46302 [6:59:14<42:10:14,  3.82s/it]
 14%|█▍        | 6579/46302 [6:59:18<42:10:42,  3.82s/it]
 14%|█▍        | 6580/46302 [6:59:22<42:10:20,  3.82s/it]
 14%|█▍        | 6581/46302 [6:59:25<42:10:01,  3.82s/it]
 14%|█▍        | 6582/46302 [6:59:29<42:09:16,  3.82s/it]
 14%|█▍        | 6583/46302 [6:59:33<42:10:38,  3.82s/it]
 14%|█▍        | 6584/46302 [6:59:37<42:10:34,  3.82s/it]
 14%|█▍        | 6585/46302 [6:59:41<42:10:11,  3.82s/it]
 14%|█▍        | 6586/46302 [6:59:45<42:10:04,  3.82s/it]
 14%|█▍        | 6587/46302 [6:59:48<42:09:08,  3.82s/it]
 14%|█▍        | 6588/46302 [6:59:52<42:09:07,  3.82s/it]
 14%|█▍        | 6589/46302 [6:59:56<42:09:17,  3.82s/it]
 14%|█▍        | 6590/46302 [7:00:00<42:09:26,  3.82s/it]
 14%|█▍        | 6591/46302 [7:00:04<42:10:46,  3.82s/it]
 14%|█▍        | 6592/46302 [7:00:07<42:10:40,  3.82s/it]
 14%|█▍        | 6593/46302 [7:00:11<42:11:35,  3.83s/it]
 14%|█▍        | 6594/46302 [7:00:15<42:11:07,  3.82s/it]
 14%|█▍        | 6595/46302 [7:00:19<42:10:37,  3.82s/it]
 14%|█▍        | 6596/46302 [7:00:23<42:11:08,  3.82s/it]
 14%|█▍        | 6597/46302 [7:00:27<42:10:45,  3.82s/it]
 14%|█▍        | 6598/46302 [7:00:30<42:10:38,  3.82s/it]
 14%|█▍        | 6599/46302 [7:00:34<42:10:36,  3.82s/it]
 14%|█▍        | 6600/46302 [7:00:38<42:09:56,  3.82s/it]
 14%|█▍        | 6601/46302 [7:00:42<42:10:08,  3.82s/it]
 14%|█▍        | 6602/46302 [7:00:46<42:09:53,  3.82s/it]
 14%|█▍        | 6603/46302 [7:00:50<42:10:14,  3.82s/it]
 14%|█▍        | 6604/46302 [7:00:53<42:09:59,  3.82s/it]
 14%|█▍        | 6605/46302 [7:00:57<42:09:52,  3.82s/it]
 14%|█▍        | 6606/46302 [7:01:01<42:09:45,  3.82s/it]
 14%|█▍        | 6607/46302 [7:01:05<42:10:11,  3.82s/it]
 14%|█▍        | 6608/46302 [7:01:09<42:10:13,  3.82s/it]
 14%|█▍        | 6609/46302 [7:01:12<42:10:29,  3.83s/it]
 14%|█▍        | 6610/46302 [7:01:16<42:10:37,  3.83s/it]
 14%|█▍        | 6611/46302 [7:01:20<42:10:18,  3.83s/it]
 14%|█▍        | 6612/46302 [7:01:24<42:10:20,  3.83s/it]
 14%|█▍        | 6613/46302 [7:01:28<42:09:48,  3.82s/it]
 14%|█▍        | 6614/46302 [7:01:32<42:09:31,  3.82s/it]
 14%|█▍        | 6615/46302 [7:01:35<42:09:25,  3.82s/it]
 14%|█▍        | 6616/46302 [7:01:39<42:08:50,  3.82s/it]
 14%|█▍        | 6617/46302 [7:01:43<42:08:20,  3.82s/it]
 14%|█▍        | 6618/46302 [7:01:47<42:08:46,  3.82s/it]
 14%|█▍        | 6619/46302 [7:01:51<42:08:48,  3.82s/it]
 14%|█▍        | 6620/46302 [7:01:55<42:08:57,  3.82s/it]
 14%|█▍        | 6621/46302 [7:01:58<42:08:32,  3.82s/it]
 14%|█▍        | 6622/46302 [7:02:02<42:08:13,  3.82s/it]
 14%|█▍        | 6623/46302 [7:02:06<42:07:23,  3.82s/it]
 14%|█▍        | 6624/46302 [7:02:10<42:07:16,  3.82s/it]
 14%|█▍        | 6625/46302 [7:02:14<42:07:31,  3.82s/it]
 14%|█▍        | 6626/46302 [7:02:17<42:07:42,  3.82s/it]
 14%|█▍        | 6627/46302 [7:02:21<42:07:04,  3.82s/it]
 14%|█▍        | 6628/46302 [7:02:25<42:07:15,  3.82s/it]
 14%|█▍        | 6629/46302 [7:02:29<42:07:17,  3.82s/it]
 14%|█▍        | 6630/46302 [7:02:33<42:07:37,  3.82s/it]
 14%|█▍        | 6631/46302 [7:02:37<42:07:27,  3.82s/it]
 14%|█▍        | 6632/46302 [7:02:40<42:07:09,  3.82s/it]
 14%|█▍        | 6633/46302 [7:02:44<42:07:01,  3.82s/it]
 14%|█▍        | 6634/46302 [7:02:48<42:07:40,  3.82s/it]
 14%|█▍        | 6635/46302 [7:02:52<42:07:39,  3.82s/it]
 14%|█▍        | 6636/46302 [7:02:56<42:08:04,  3.82s/it]
 14%|█▍        | 6637/46302 [7:03:00<42:07:57,  3.82s/it]
 14%|█▍        | 6638/46302 [7:03:03<42:07:35,  3.82s/it]
 14%|█▍        | 6639/46302 [7:03:07<42:07:45,  3.82s/it]
 14%|█▍        | 6640/46302 [7:03:11<42:07:20,  3.82s/it]
 14%|█▍        | 6641/46302 [7:03:15<42:07:07,  3.82s/it]
 14%|█▍        | 6642/46302 [7:03:19<42:07:25,  3.82s/it]
 14%|█▍        | 6643/46302 [7:03:22<42:07:46,  3.82s/it]
 14%|█▍        | 6644/46302 [7:03:26<42:07:30,  3.82s/it]
 14%|█▍        | 6645/46302 [7:03:30<42:06:53,  3.82s/it]
 14%|█▍        | 6646/46302 [7:03:34<42:06:58,  3.82s/it]
 14%|█▍        | 6647/46302 [7:03:38<42:07:05,  3.82s/it]
 14%|█▍        | 6648/46302 [7:03:42<42:06:50,  3.82s/it]
 14%|█▍        | 6649/46302 [7:03:45<42:06:40,  3.82s/it]
 14%|█▍        | 6650/46302 [7:03:49<42:06:40,  3.82s/it]
 14%|█▍        | 6651/46302 [7:03:53<42:05:40,  3.82s/it]
 14%|█▍        | 6652/46302 [7:03:57<42:04:42,  3.82s/it]
 14%|█▍        | 6653/46302 [7:04:01<42:04:59,  3.82s/it]
 14%|█▍        | 6654/46302 [7:04:04<42:04:39,  3.82s/it]
 14%|█▍        | 6655/46302 [7:04:08<42:05:11,  3.82s/it]
 14%|█▍        | 6656/46302 [7:04:12<42:05:16,  3.82s/it]
 14%|█▍        | 6657/46302 [7:04:16<42:05:21,  3.82s/it]
 14%|█▍        | 6658/46302 [7:04:20<42:05:01,  3.82s/it]
 14%|█▍        | 6659/46302 [7:04:24<42:05:31,  3.82s/it]
 14%|█▍        | 6660/46302 [7:04:27<42:05:32,  3.82s/it]
 14%|█▍        | 6661/46302 [7:04:31<42:05:30,  3.82s/it]
 14%|█▍        | 6662/46302 [7:04:35<42:05:12,  3.82s/it]
 14%|█▍        | 6663/46302 [7:04:39<42:05:05,  3.82s/it]
 14%|█▍        | 6664/46302 [7:04:43<42:05:27,  3.82s/it]
 14%|█▍        | 6665/46302 [7:04:47<42:05:03,  3.82s/it]
 14%|█▍        | 6666/46302 [7:04:50<42:04:49,  3.82s/it]
 14%|█▍        | 6667/46302 [7:04:54<42:04:51,  3.82s/it]
 14%|█▍        | 6668/46302 [7:04:58<42:04:51,  3.82s/it]
 14%|█▍        | 6669/46302 [7:05:02<42:04:40,  3.82s/it]
 14%|█▍        | 6670/46302 [7:05:06<42:04:40,  3.82s/it]
 14%|█▍        | 6671/46302 [7:05:09<42:04:45,  3.82s/it]
 14%|█▍        | 6672/46302 [7:05:13<42:04:04,  3.82s/it]
 14%|█▍        | 6673/46302 [7:05:17<42:03:53,  3.82s/it]
 14%|█▍        | 6674/46302 [7:05:21<42:04:02,  3.82s/it]
 14%|█▍        | 6675/46302 [7:05:25<42:05:33,  3.82s/it]
 14%|█▍        | 6676/46302 [7:05:29<42:04:08,  3.82s/it]
 14%|█▍        | 6677/46302 [7:05:32<42:03:47,  3.82s/it]
 14%|█▍        | 6678/46302 [7:05:36<42:03:45,  3.82s/it]
 14%|█▍        | 6679/46302 [7:05:40<42:03:51,  3.82s/it]
 14%|█▍        | 6680/46302 [7:05:44<42:03:57,  3.82s/it]
 14%|█▍        | 6681/46302 [7:05:48<42:04:11,  3.82s/it]
 14%|█▍        | 6682/46302 [7:05:52<42:03:58,  3.82s/it]
 14%|█▍        | 6683/46302 [7:05:55<42:04:57,  3.82s/it]
 14%|█▍        | 6684/46302 [7:05:59<42:05:00,  3.82s/it]
 14%|█▍        | 6685/46302 [7:06:03<42:05:21,  3.82s/it]
 14%|█▍        | 6686/46302 [7:06:07<42:04:48,  3.82s/it]
 14%|█▍        | 6687/46302 [7:06:11<42:04:23,  3.82s/it]
 14%|█▍        | 6688/46302 [7:06:14<42:04:19,  3.82s/it]
 14%|█▍        | 6689/46302 [7:06:18<42:04:53,  3.82s/it]
 14%|█▍        | 6690/46302 [7:06:22<42:03:56,  3.82s/it]
 14%|█▍        | 6691/46302 [7:06:26<42:03:52,  3.82s/it]
 14%|█▍        | 6692/46302 [7:06:30<42:03:51,  3.82s/it]
 14%|█▍        | 6693/46302 [7:06:34<42:03:46,  3.82s/it]
 14%|█▍        | 6694/46302 [7:06:37<42:03:50,  3.82s/it]
 14%|█▍        | 6695/46302 [7:06:41<42:03:43,  3.82s/it]
 14%|█▍        | 6696/46302 [7:06:45<42:03:07,  3.82s/it]
 14%|█▍        | 6697/46302 [7:06:49<42:02:59,  3.82s/it]
 14%|█▍        | 6698/46302 [7:06:53<42:03:23,  3.82s/it]
 14%|█▍        | 6699/46302 [7:06:57<42:02:59,  3.82s/it]
 14%|█▍        | 6700/46302 [7:07:00<42:03:15,  3.82s/it]
 14%|█▍        | 6701/46302 [7:07:04<42:03:38,  3.82s/it]
 14%|█▍        | 6702/46302 [7:07:08<42:03:25,  3.82s/it]
 14%|█▍        | 6703/46302 [7:07:12<42:02:38,  3.82s/it]
 14%|█▍        | 6704/46302 [7:07:16<42:02:19,  3.82s/it]
 14%|█▍        | 6705/46302 [7:07:19<42:02:26,  3.82s/it]
 14%|█▍        | 6706/46302 [7:07:23<42:02:44,  3.82s/it]
 14%|█▍        | 6707/46302 [7:07:27<42:03:12,  3.82s/it]
 14%|█▍        | 6708/46302 [7:07:31<42:02:52,  3.82s/it]
 14%|█▍        | 6709/46302 [7:07:35<42:01:00,  3.82s/it]
 14%|█▍        | 6710/46302 [7:07:39<42:01:21,  3.82s/it]
 14%|█▍        | 6711/46302 [7:07:42<42:02:07,  3.82s/it]
 14%|█▍        | 6712/46302 [7:07:46<41:57:10,  3.81s/it]
 14%|█▍        | 6713/46302 [7:07:50<41:55:41,  3.81s/it]
 15%|█▍        | 6714/46302 [7:07:54<41:56:10,  3.81s/it]
 15%|█▍        | 6715/46302 [7:07:58<41:57:24,  3.82s/it]
 15%|█▍        | 6716/46302 [7:08:01<41:56:46,  3.81s/it]
 15%|█▍        | 6717/46302 [7:08:05<41:57:11,  3.82s/it]
 15%|█▍        | 6718/46302 [7:08:09<41:59:02,  3.82s/it]
 15%|█▍        | 6719/46302 [7:08:13<42:00:44,  3.82s/it]
 15%|█▍        | 6720/46302 [7:08:17<42:01:25,  3.82s/it]
 15%|█▍        | 6721/46302 [7:08:21<42:02:12,  3.82s/it]
 15%|█▍        | 6722/46302 [7:08:24<42:01:20,  3.82s/it]
 15%|█▍        | 6723/46302 [7:08:28<42:02:36,  3.82s/it]
 15%|█▍        | 6724/46302 [7:08:32<42:02:46,  3.82s/it]
 15%|█▍        | 6725/46302 [7:08:36<42:02:58,  3.82s/it]
 15%|█▍        | 6726/46302 [7:08:40<42:03:09,  3.83s/it]
 15%|█▍        | 6727/46302 [7:08:44<42:02:51,  3.82s/it]
 15%|█▍        | 6728/46302 [7:08:47<42:02:43,  3.82s/it]
 15%|█▍        | 6729/46302 [7:08:51<42:02:27,  3.82s/it]
 15%|█▍        | 6730/46302 [7:08:55<42:00:28,  3.82s/it]
 15%|█▍        | 6731/46302 [7:08:59<42:01:24,  3.82s/it]
 15%|█▍        | 6732/46302 [7:09:03<42:02:00,  3.82s/it]
 15%|█▍        | 6733/46302 [7:09:06<42:02:05,  3.82s/it]
 15%|█▍        | 6734/46302 [7:09:10<42:02:09,  3.82s/it]
 15%|█▍        | 6735/46302 [7:09:14<42:02:39,  3.83s/it]
 15%|█▍        | 6736/46302 [7:09:18<42:02:56,  3.83s/it]
 15%|█▍        | 6737/46302 [7:09:22<42:03:11,  3.83s/it]
 15%|█▍        | 6738/46302 [7:09:26<42:03:20,  3.83s/it]
 15%|█▍        | 6739/46302 [7:09:29<42:00:54,  3.82s/it]
 15%|█▍        | 6740/46302 [7:09:33<42:00:37,  3.82s/it]
 15%|█▍        | 6741/46302 [7:09:37<41:58:10,  3.82s/it]
 15%|█▍        | 6742/46302 [7:09:41<41:58:52,  3.82s/it]
 15%|█▍        | 6743/46302 [7:09:45<41:58:45,  3.82s/it]
 15%|█▍        | 6744/46302 [7:09:48<41:59:53,  3.82s/it]
 15%|█▍        | 6745/46302 [7:09:52<42:00:22,  3.82s/it]
 15%|█▍        | 6746/46302 [7:09:56<42:00:26,  3.82s/it]
 15%|█▍        | 6747/46302 [7:10:00<42:00:25,  3.82s/it]
 15%|█▍        | 6748/46302 [7:10:04<42:00:41,  3.82s/it]
 15%|█▍        | 6749/46302 [7:10:08<42:00:57,  3.82s/it]
 15%|█▍        | 6750/46302 [7:10:11<42:01:16,  3.82s/it]
 15%|█▍        | 6751/46302 [7:10:15<42:01:21,  3.82s/it]
 15%|█▍        | 6752/46302 [7:10:19<42:00:59,  3.82s/it]
 15%|█▍        | 6753/46302 [7:10:23<42:00:09,  3.82s/it]
 15%|█▍        | 6754/46302 [7:10:27<41:59:43,  3.82s/it]
 15%|█▍        | 6755/46302 [7:10:31<41:59:48,  3.82s/it]
 15%|█▍        | 6756/46302 [7:10:34<41:59:48,  3.82s/it]
 15%|█▍        | 6757/46302 [7:10:38<42:00:01,  3.82s/it]
 15%|█▍        | 6758/46302 [7:10:42<42:00:26,  3.82s/it]
 15%|█▍        | 6759/46302 [7:10:46<42:00:49,  3.82s/it]
 15%|█▍        | 6760/46302 [7:10:50<41:59:46,  3.82s/it]
 15%|█▍        | 6761/46302 [7:10:54<42:00:45,  3.83s/it]
 15%|█▍        | 6762/46302 [7:10:57<42:01:08,  3.83s/it]
 15%|█▍        | 6763/46302 [7:11:01<41:59:02,  3.82s/it]
 15%|█▍        | 6764/46302 [7:11:05<42:00:06,  3.82s/it]
 15%|█▍        | 6765/46302 [7:11:09<42:00:01,  3.82s/it]
 15%|█▍        | 6766/46302 [7:11:13<42:00:15,  3.82s/it]
 15%|█▍        | 6767/46302 [7:11:16<42:00:21,  3.82s/it]
 15%|█▍        | 6768/46302 [7:11:20<42:01:10,  3.83s/it]
 15%|█▍        | 6769/46302 [7:11:24<41:59:56,  3.82s/it]
 15%|█▍        | 6770/46302 [7:11:28<42:00:47,  3.83s/it]
 15%|█▍        | 6771/46302 [7:11:32<42:01:06,  3.83s/it]
 15%|█▍        | 6772/46302 [7:11:36<42:01:05,  3.83s/it]
 15%|█▍        | 6773/46302 [7:11:39<42:01:28,  3.83s/it]
 15%|█▍        | 6774/46302 [7:11:43<42:01:43,  3.83s/it]
 15%|█▍        | 6775/46302 [7:11:47<42:02:22,  3.83s/it]
 15%|█▍        | 6776/46302 [7:11:51<42:01:45,  3.83s/it]
 15%|█▍        | 6777/46302 [7:11:55<42:01:21,  3.83s/it]
 15%|█▍        | 6778/46302 [7:11:59<42:01:24,  3.83s/it]
 15%|█▍        | 6779/46302 [7:12:02<42:00:53,  3.83s/it]
 15%|█▍        | 6780/46302 [7:12:06<42:00:49,  3.83s/it]
 15%|█▍        | 6781/46302 [7:12:10<42:01:01,  3.83s/it]
 15%|█▍        | 6782/46302 [7:12:14<42:00:50,  3.83s/it]
 15%|█▍        | 6783/46302 [7:12:18<42:00:43,  3.83s/it]
 15%|█▍        | 6784/46302 [7:12:22<42:00:12,  3.83s/it]
 15%|█▍        | 6785/46302 [7:12:25<41:54:23,  3.82s/it]
 15%|█▍        | 6786/46302 [7:12:29<41:54:36,  3.82s/it]
 15%|█▍        | 6787/46302 [7:12:33<41:56:41,  3.82s/it]
 15%|█▍        | 6788/46302 [7:12:37<41:58:02,  3.82s/it]
 15%|█▍        | 6789/46302 [7:12:41<41:58:17,  3.82s/it]
 15%|█▍        | 6790/46302 [7:12:44<41:59:06,  3.83s/it]
 15%|█▍        | 6791/46302 [7:12:48<41:58:51,  3.83s/it]
 15%|█▍        | 6792/46302 [7:12:52<41:59:22,  3.83s/it]
 15%|█▍        | 6793/46302 [7:12:56<41:59:49,  3.83s/it]
 15%|█▍        | 6794/46302 [7:13:00<41:59:37,  3.83s/it]
 15%|█▍        | 6795/46302 [7:13:04<41:59:11,  3.83s/it]
 15%|█▍        | 6796/46302 [7:13:07<41:59:29,  3.83s/it]
 15%|█▍        | 6797/46302 [7:13:11<41:59:25,  3.83s/it]
 15%|█▍        | 6798/46302 [7:13:15<41:59:16,  3.83s/it]
 15%|█▍        | 6799/46302 [7:13:19<41:59:25,  3.83s/it]
 15%|█▍        | 6800/46302 [7:13:23<41:59:12,  3.83s/it]
 15%|█▍        | 6801/46302 [7:13:27<41:58:42,  3.83s/it]
 15%|█▍        | 6802/46302 [7:13:30<41:58:50,  3.83s/it]
 15%|█▍        | 6803/46302 [7:13:34<41:58:27,  3.83s/it]
 15%|█▍        | 6804/46302 [7:13:38<41:58:37,  3.83s/it]
 15%|█▍        | 6805/46302 [7:13:42<41:58:23,  3.83s/it]
 15%|█▍        | 6806/46302 [7:13:46<41:58:20,  3.83s/it]
 15%|█▍        | 6807/46302 [7:13:49<41:58:15,  3.83s/it]
 15%|█▍        | 6808/46302 [7:13:53<41:58:38,  3.83s/it]
 15%|█▍        | 6809/46302 [7:13:57<41:58:33,  3.83s/it]
 15%|█▍        | 6810/46302 [7:14:01<41:58:01,  3.83s/it]
 15%|█▍        | 6811/46302 [7:14:05<41:57:59,  3.83s/it]
 15%|█▍        | 6812/46302 [7:14:09<41:57:58,  3.83s/it]
 15%|█▍        | 6813/46302 [7:14:12<41:58:00,  3.83s/it]
 15%|█▍        | 6814/46302 [7:14:16<41:58:37,  3.83s/it]
 15%|█▍        | 6815/46302 [7:14:20<41:58:45,  3.83s/it]
 15%|█▍        | 6816/46302 [7:14:24<41:58:53,  3.83s/it]
 15%|█▍        | 6817/46302 [7:14:28<41:58:20,  3.83s/it]
 15%|█▍        | 6818/46302 [7:14:32<41:57:35,  3.83s/it]
 15%|█▍        | 6819/46302 [7:14:35<41:57:15,  3.83s/it]
 15%|█▍        | 6820/46302 [7:14:39<41:57:38,  3.83s/it]
 15%|█▍        | 6821/46302 [7:14:43<41:57:51,  3.83s/it]
 15%|█▍        | 6822/46302 [7:14:47<41:57:01,  3.83s/it]
 15%|█▍        | 6823/46302 [7:14:51<41:57:31,  3.83s/it]
 15%|█▍        | 6824/46302 [7:14:55<41:57:37,  3.83s/it]
 15%|█▍        | 6825/46302 [7:14:58<41:58:15,  3.83s/it]
 15%|█▍        | 6826/46302 [7:15:02<41:56:56,  3.83s/it]
 15%|█▍        | 6827/46302 [7:15:06<41:56:42,  3.83s/it]
 15%|█▍        | 6828/46302 [7:15:10<41:55:15,  3.82s/it]
 15%|█▍        | 6829/46302 [7:15:14<41:55:45,  3.82s/it]
 15%|█▍        | 6830/46302 [7:15:17<41:52:49,  3.82s/it]
 15%|█▍        | 6831/46302 [7:15:21<41:52:53,  3.82s/it]
 15%|█▍        | 6832/46302 [7:15:25<41:53:43,  3.82s/it]
 15%|█▍        | 6833/46302 [7:15:29<41:53:42,  3.82s/it]
 15%|█▍        | 6834/46302 [7:15:33<41:53:53,  3.82s/it]
 15%|█▍        | 6835/46302 [7:15:37<41:54:25,  3.82s/it]
 15%|█▍        | 6836/46302 [7:15:40<41:53:42,  3.82s/it]
 15%|█▍        | 6837/46302 [7:15:44<41:53:12,  3.82s/it]
 15%|█▍        | 6838/46302 [7:15:48<41:53:21,  3.82s/it]
 15%|█▍        | 6839/46302 [7:15:52<41:55:22,  3.82s/it]
 15%|█▍        | 6840/46302 [7:15:56<41:53:15,  3.82s/it]
 15%|█▍        | 6841/46302 [7:16:00<41:53:03,  3.82s/it]
 15%|█▍        | 6842/46302 [7:16:03<41:53:26,  3.82s/it]
 15%|█▍        | 6843/46302 [7:16:07<41:53:27,  3.82s/it]
 15%|█▍        | 6844/46302 [7:16:11<41:54:05,  3.82s/it]
 15%|█▍        | 6845/46302 [7:16:15<41:50:45,  3.82s/it]
 15%|█▍        | 6846/46302 [7:16:19<41:50:20,  3.82s/it]
 15%|█▍        | 6847/46302 [7:16:22<41:52:25,  3.82s/it]
 15%|█▍        | 6848/46302 [7:16:26<41:53:51,  3.82s/it]
 15%|█▍        | 6849/46302 [7:16:30<41:54:32,  3.82s/it]
 15%|█▍        | 6850/46302 [7:16:34<41:54:56,  3.82s/it]
 15%|█▍        | 6851/46302 [7:16:38<41:55:38,  3.83s/it]
 15%|█▍        | 6852/46302 [7:16:42<41:56:04,  3.83s/it]
 15%|█▍        | 6853/46302 [7:16:45<41:54:23,  3.82s/it]
 15%|█▍        | 6854/46302 [7:16:49<41:54:20,  3.82s/it]
 15%|█▍        | 6855/46302 [7:16:53<41:54:56,  3.83s/it]
 15%|█▍        | 6856/46302 [7:16:57<41:55:13,  3.83s/it]
 15%|█▍        | 6857/46302 [7:17:01<41:55:45,  3.83s/it]
 15%|█▍        | 6858/46302 [7:17:05<41:54:32,  3.82s/it]
 15%|█▍        | 6859/46302 [7:17:08<41:54:30,  3.83s/it]
 15%|█▍        | 6860/46302 [7:17:12<41:54:47,  3.83s/it]
 15%|█▍        | 6861/46302 [7:17:16<41:54:53,  3.83s/it]
 15%|█▍        | 6862/46302 [7:17:20<41:54:30,  3.83s/it]
 15%|█▍        | 6863/46302 [7:17:24<41:54:39,  3.83s/it]
 15%|█▍        | 6864/46302 [7:17:27<41:54:08,  3.82s/it]
 15%|█▍        | 6865/46302 [7:17:31<41:54:11,  3.83s/it]
 15%|█▍        | 6866/46302 [7:17:35<41:53:46,  3.82s/it]
 15%|█▍        | 6867/46302 [7:17:39<41:53:56,  3.82s/it]
 15%|█▍        | 6868/46302 [7:17:43<41:54:31,  3.83s/it]
 15%|█▍        | 6869/46302 [7:17:47<41:54:25,  3.83s/it]
 15%|█▍        | 6870/46302 [7:17:50<41:53:05,  3.82s/it]
 15%|█▍        | 6871/46302 [7:17:54<41:53:52,  3.83s/it]
 15%|█▍        | 6872/46302 [7:17:58<41:54:14,  3.83s/it]
 15%|█▍        | 6873/46302 [7:18:02<41:54:03,  3.83s/it]
 15%|█▍        | 6874/46302 [7:18:06<41:54:00,  3.83s/it]
 15%|█▍        | 6875/46302 [7:18:10<41:54:24,  3.83s/it]
 15%|█▍        | 6876/46302 [7:18:13<41:54:20,  3.83s/it]
 15%|█▍        | 6877/46302 [7:18:17<41:53:40,  3.83s/it]
 15%|█▍        | 6878/46302 [7:18:21<41:53:26,  3.83s/it]
 15%|█▍        | 6879/46302 [7:18:25<41:54:04,  3.83s/it]
 15%|█▍        | 6880/46302 [7:18:29<41:53:48,  3.83s/it]
 15%|█▍        | 6881/46302 [7:18:32<41:53:28,  3.83s/it]
 15%|█▍        | 6882/46302 [7:18:36<41:53:19,  3.83s/it]
 15%|█▍        | 6883/46302 [7:18:40<41:53:13,  3.83s/it]
 15%|█▍        | 6884/46302 [7:18:44<41:52:43,  3.82s/it]
 15%|█▍        | 6885/46302 [7:18:48<41:52:40,  3.82s/it]
 15%|█▍        | 6886/46302 [7:18:52<41:52:11,  3.82s/it]
 15%|█▍        | 6887/46302 [7:18:55<41:51:51,  3.82s/it]
 15%|█▍        | 6888/46302 [7:18:59<41:52:38,  3.83s/it]
 15%|█▍        | 6889/46302 [7:19:03<41:52:35,  3.83s/it]
 15%|█▍        | 6890/46302 [7:19:07<41:52:23,  3.82s/it]
 15%|█▍        | 6891/46302 [7:19:11<41:52:30,  3.83s/it]
 15%|█▍        | 6892/46302 [7:19:15<41:52:36,  3.83s/it]
 15%|█▍        | 6893/46302 [7:19:18<41:53:16,  3.83s/it]
 15%|█▍        | 6894/46302 [7:19:22<41:53:20,  3.83s/it]
 15%|█▍        | 6895/46302 [7:19:26<41:52:52,  3.83s/it]
 15%|█▍        | 6896/46302 [7:19:30<41:52:35,  3.83s/it]
 15%|█▍        | 6897/46302 [7:19:34<41:52:50,  3.83s/it]
 15%|█▍        | 6898/46302 [7:19:38<41:52:20,  3.83s/it]
 15%|█▍        | 6899/46302 [7:19:41<41:52:19,  3.83s/it]
 15%|█▍        | 6900/46302 [7:19:45<41:52:19,  3.83s/it]
 15%|█▍        | 6901/46302 [7:19:49<41:52:05,  3.83s/it]
 15%|█▍        | 6902/46302 [7:19:53<41:51:43,  3.82s/it]
 15%|█▍        | 6903/46302 [7:19:57<41:51:26,  3.82s/it]
 15%|█▍        | 6904/46302 [7:20:00<41:51:22,  3.82s/it]
 15%|█▍        | 6905/46302 [7:20:04<41:52:01,  3.83s/it]
 15%|█▍        | 6906/46302 [7:20:08<41:52:21,  3.83s/it]
 15%|█▍        | 6907/46302 [7:20:12<41:52:26,  3.83s/it]
 15%|█▍        | 6908/46302 [7:20:16<41:52:25,  3.83s/it]
 15%|█▍        | 6909/46302 [7:20:20<41:51:40,  3.83s/it]
 15%|█▍        | 6910/46302 [7:20:23<41:51:39,  3.83s/it]
 15%|█▍        | 6911/46302 [7:20:27<41:50:57,  3.82s/it]
 15%|█▍        | 6912/46302 [7:20:31<41:50:25,  3.82s/it]
 15%|█▍        | 6913/46302 [7:20:35<41:50:41,  3.82s/it]
 15%|█▍        | 6914/46302 [7:20:39<41:50:44,  3.82s/it]
 15%|█▍        | 6915/46302 [7:20:43<41:50:43,  3.82s/it]
 15%|█▍        | 6916/46302 [7:20:46<41:50:30,  3.82s/it]
 15%|█▍        | 6917/46302 [7:20:50<41:50:17,  3.82s/it]
 15%|█▍        | 6918/46302 [7:20:54<41:50:10,  3.82s/it]
 15%|█▍        | 6919/46302 [7:20:58<41:50:19,  3.82s/it]
 15%|█▍        | 6920/46302 [7:21:02<41:50:27,  3.82s/it]
 15%|█▍        | 6921/46302 [7:21:06<41:50:09,  3.82s/it]
 15%|█▍        | 6922/46302 [7:21:09<41:49:59,  3.82s/it]
 15%|█▍        | 6923/46302 [7:21:13<41:49:46,  3.82s/it]
 15%|█▍        | 6924/46302 [7:21:17<41:49:33,  3.82s/it]
 15%|█▍        | 6925/46302 [7:21:21<41:49:36,  3.82s/it]
 15%|█▍        | 6926/46302 [7:21:25<41:48:28,  3.82s/it]
 15%|█▍        | 6927/46302 [7:21:28<41:49:19,  3.82s/it]
 15%|█▍        | 6928/46302 [7:21:32<41:49:08,  3.82s/it]
 15%|█▍        | 6929/46302 [7:21:36<41:48:59,  3.82s/it]
 15%|█▍        | 6930/46302 [7:21:40<41:49:07,  3.82s/it]
 15%|█▍        | 6931/46302 [7:21:44<41:48:54,  3.82s/it]
 15%|█▍        | 6932/46302 [7:21:48<41:49:28,  3.82s/it]
 15%|█▍        | 6933/46302 [7:21:51<41:49:15,  3.82s/it]
 15%|█▍        | 6934/46302 [7:21:55<41:48:36,  3.82s/it]
 15%|█▍        | 6935/46302 [7:21:59<41:49:15,  3.82s/it]
 15%|█▍        | 6936/46302 [7:22:03<41:48:57,  3.82s/it]
 15%|█▍        | 6937/46302 [7:22:07<41:49:29,  3.82s/it]
 15%|█▍        | 6938/46302 [7:22:11<41:49:21,  3.82s/it]
 15%|█▍        | 6939/46302 [7:22:14<41:49:21,  3.82s/it]
 15%|█▍        | 6940/46302 [7:22:18<41:49:02,  3.82s/it]
 15%|█▍        | 6941/46302 [7:22:22<41:48:47,  3.82s/it]
 15%|█▍        | 6942/46302 [7:22:26<41:49:00,  3.82s/it]
 15%|█▍        | 6943/46302 [7:22:30<41:49:00,  3.82s/it]
 15%|█▍        | 6944/46302 [7:22:33<41:48:20,  3.82s/it]
 15%|█▍        | 6945/46302 [7:22:37<41:48:27,  3.82s/it]
 15%|█▌        | 6946/46302 [7:22:41<41:48:01,  3.82s/it]
 15%|█▌        | 6947/46302 [7:22:45<41:48:48,  3.82s/it]
 15%|█▌        | 6948/46302 [7:22:49<41:48:25,  3.82s/it]
 15%|█▌        | 6949/46302 [7:22:53<41:48:31,  3.82s/it]
 15%|█▌        | 6950/46302 [7:22:56<41:48:13,  3.82s/it]
 15%|█▌        | 6951/46302 [7:23:00<41:48:12,  3.82s/it]
 15%|█▌        | 6952/46302 [7:23:04<41:48:52,  3.83s/it]
 15%|█▌        | 6953/46302 [7:23:08<41:48:26,  3.82s/it]
 15%|█▌        | 6954/46302 [7:23:12<41:47:59,  3.82s/it]
 15%|█▌        | 6955/46302 [7:23:16<41:48:02,  3.82s/it]
 15%|█▌        | 6956/46302 [7:23:19<41:48:34,  3.83s/it]
 15%|█▌        | 6957/46302 [7:23:23<41:48:36,  3.83s/it]
 15%|█▌        | 6958/46302 [7:23:27<41:48:38,  3.83s/it]
 15%|█▌        | 6959/46302 [7:23:31<41:48:09,  3.83s/it]
 15%|█▌        | 6960/46302 [7:23:35<41:48:10,  3.83s/it]
 15%|█▌        | 6961/46302 [7:23:38<41:48:33,  3.83s/it]
 15%|█▌        | 6962/46302 [7:23:42<41:48:05,  3.83s/it]
 15%|█▌        | 6963/46302 [7:23:46<41:48:02,  3.83s/it]
 15%|█▌        | 6964/46302 [7:23:50<41:47:54,  3.83s/it]
 15%|█▌        | 6965/46302 [7:23:54<41:47:08,  3.82s/it]
 15%|█▌        | 6966/46302 [7:23:58<41:46:41,  3.82s/it]
 15%|█▌        | 6967/46302 [7:24:01<41:46:41,  3.82s/it]
 15%|█▌        | 6968/46302 [7:24:05<41:46:09,  3.82s/it]
 15%|█▌        | 6969/46302 [7:24:09<41:46:29,  3.82s/it]
 15%|█▌        | 6970/46302 [7:24:13<41:46:26,  3.82s/it]
 15%|█▌        | 6971/46302 [7:24:17<41:46:59,  3.82s/it]
 15%|█▌        | 6972/46302 [7:24:21<41:46:23,  3.82s/it]
 15%|█▌        | 6973/46302 [7:24:24<41:46:41,  3.82s/it]
 15%|█▌        | 6974/46302 [7:24:28<41:46:25,  3.82s/it]
 15%|█▌        | 6975/46302 [7:24:32<41:46:46,  3.82s/it]
 15%|█▌        | 6976/46302 [7:24:36<41:46:36,  3.82s/it]
 15%|█▌        | 6977/46302 [7:24:40<41:46:53,  3.82s/it]
 15%|█▌        | 6978/46302 [7:24:43<41:46:24,  3.82s/it]
 15%|█▌        | 6979/46302 [7:24:47<41:46:24,  3.82s/it]
 15%|█▌        | 6980/46302 [7:24:51<41:46:10,  3.82s/it]
 15%|█▌        | 6981/46302 [7:24:55<41:45:50,  3.82s/it]
 15%|█▌        | 6982/46302 [7:24:59<41:45:31,  3.82s/it]
 15%|█▌        | 6983/46302 [7:25:03<41:45:24,  3.82s/it]
 15%|█▌        | 6984/46302 [7:25:06<41:45:20,  3.82s/it]
 15%|█▌        | 6985/46302 [7:25:10<41:45:04,  3.82s/it]
 15%|█▌        | 6986/46302 [7:25:14<41:44:50,  3.82s/it]
 15%|█▌        | 6987/46302 [7:25:18<41:44:44,  3.82s/it]
 15%|█▌        | 6988/46302 [7:25:22<41:45:06,  3.82s/it]
 15%|█▌        | 6989/46302 [7:25:26<41:45:22,  3.82s/it]
 15%|█▌        | 6990/46302 [7:25:29<41:44:36,  3.82s/it]
 15%|█▌        | 6991/46302 [7:25:33<41:45:06,  3.82s/it]
 15%|█▌        | 6992/46302 [7:25:37<41:44:41,  3.82s/it]
 15%|█▌        | 6993/46302 [7:25:41<41:44:56,  3.82s/it]
 15%|█▌        | 6994/46302 [7:25:45<41:43:52,  3.82s/it]
 15%|█▌        | 6995/46302 [7:25:48<41:43:59,  3.82s/it]
 15%|█▌        | 6996/46302 [7:25:52<41:43:51,  3.82s/it]
 15%|█▌        | 6997/46302 [7:25:56<41:43:48,  3.82s/it]
 15%|█▌        | 6998/46302 [7:26:00<41:44:06,  3.82s/it]
 15%|█▌        | 6999/46302 [7:26:04<41:44:36,  3.82s/it]
 15%|█▌        | 7000/46302 [7:26:08<41:44:31,  3.82s/it]
                                                         
{'loss': 3.515, 'learning_rate': 0.004337777581563728, 'epoch': 0.15}

 15%|█▌        | 7000/46302 [7:26:08<41:44:31,  3.82s/it]
 15%|█▌        | 7001/46302 [7:26:11<41:45:30,  3.83s/it]
 15%|█▌        | 7002/46302 [7:26:15<41:45:11,  3.82s/it]
 15%|█▌        | 7003/46302 [7:26:19<41:45:21,  3.83s/it]
 15%|█▌        | 7004/46302 [7:26:23<41:44:59,  3.82s/it]
 15%|█▌        | 7005/46302 [7:26:27<41:44:33,  3.82s/it]
 15%|█▌        | 7006/46302 [7:26:31<41:44:18,  3.82s/it]
 15%|█▌        | 7007/46302 [7:26:34<41:44:15,  3.82s/it]
 15%|█▌        | 7008/46302 [7:26:38<41:43:39,  3.82s/it]
 15%|█▌        | 7009/46302 [7:26:42<41:43:50,  3.82s/it]
 15%|█▌        | 7010/46302 [7:26:46<41:43:21,  3.82s/it]
 15%|█▌        | 7011/46302 [7:26:50<41:43:33,  3.82s/it]
 15%|█▌        | 7012/46302 [7:26:53<41:44:10,  3.82s/it]
 15%|█▌        | 7013/46302 [7:26:57<41:45:06,  3.83s/it]
 15%|█▌        | 7014/46302 [7:27:01<41:44:53,  3.83s/it]
 15%|█▌        | 7015/46302 [7:27:05<41:44:45,  3.83s/it]
 15%|█▌        | 7016/46302 [7:27:09<41:44:31,  3.83s/it]
 15%|█▌        | 7017/46302 [7:27:13<41:44:01,  3.82s/it]
 15%|█▌        | 7018/46302 [7:27:16<41:43:34,  3.82s/it]
 15%|█▌        | 7019/46302 [7:27:20<41:43:34,  3.82s/it]
 15%|█▌        | 7020/46302 [7:27:24<41:44:28,  3.83s/it]
 15%|█▌        | 7021/46302 [7:27:28<41:44:16,  3.83s/it]
 15%|█▌        | 7022/46302 [7:27:32<41:43:55,  3.82s/it]
 15%|█▌        | 7023/46302 [7:27:36<41:43:58,  3.82s/it]
 15%|█▌        | 7024/46302 [7:27:39<41:42:13,  3.82s/it]
 15%|█▌        | 7025/46302 [7:27:43<41:43:02,  3.82s/it]
 15%|█▌        | 7026/46302 [7:27:47<41:43:43,  3.82s/it]
 15%|█▌        | 7027/46302 [7:27:51<41:43:46,  3.82s/it]
 15%|█▌        | 7028/46302 [7:27:55<41:43:28,  3.82s/it]
 15%|█▌        | 7029/46302 [7:27:59<41:43:39,  3.83s/it]
 15%|█▌        | 7030/46302 [7:28:02<41:43:22,  3.82s/it]
 15%|█▌        | 7031/46302 [7:28:06<41:43:15,  3.82s/it]
 15%|█▌        | 7032/46302 [7:28:10<41:43:36,  3.83s/it]
 15%|█▌        | 7033/46302 [7:28:14<41:43:45,  3.83s/it]
 15%|█▌        | 7034/46302 [7:28:18<41:44:24,  3.83s/it]
 15%|█▌        | 7035/46302 [7:28:21<41:44:14,  3.83s/it]
 15%|█▌        | 7036/46302 [7:28:25<41:44:27,  3.83s/it]
 15%|█▌        | 7037/46302 [7:28:29<41:44:41,  3.83s/it]
 15%|█▌        | 7038/46302 [7:28:33<41:44:33,  3.83s/it]
 15%|█▌        | 7039/46302 [7:28:37<41:44:07,  3.83s/it]
 15%|█▌        | 7040/46302 [7:28:41<41:43:49,  3.83s/it]
 15%|█▌        | 7041/46302 [7:28:44<41:43:29,  3.83s/it]
 15%|█▌        | 7042/46302 [7:28:48<41:43:36,  3.83s/it]
 15%|█▌        | 7043/46302 [7:28:52<41:43:57,  3.83s/it]
 15%|█▌        | 7044/46302 [7:28:56<41:43:30,  3.83s/it]
 15%|█▌        | 7045/46302 [7:29:00<41:43:11,  3.83s/it]
 15%|█▌        | 7046/46302 [7:29:04<41:43:37,  3.83s/it]
 15%|█▌        | 7047/46302 [7:29:07<41:43:09,  3.83s/it]
 15%|█▌        | 7048/46302 [7:29:11<41:42:55,  3.83s/it]
 15%|█▌        | 7049/46302 [7:29:15<41:43:03,  3.83s/it]
 15%|█▌        | 7050/46302 [7:29:19<41:43:37,  3.83s/it]
 15%|█▌        | 7051/46302 [7:29:23<41:42:37,  3.83s/it]
 15%|█▌        | 7052/46302 [7:29:27<41:42:02,  3.82s/it]
 15%|█▌        | 7053/46302 [7:29:30<41:41:30,  3.82s/it]
 15%|█▌        | 7054/46302 [7:29:34<41:41:59,  3.82s/it]
 15%|█▌        | 7055/46302 [7:29:38<41:42:05,  3.83s/it]
 15%|█▌        | 7056/46302 [7:29:42<41:42:29,  3.83s/it]
 15%|█▌        | 7057/46302 [7:29:46<41:41:57,  3.83s/it]
 15%|█▌        | 7058/46302 [7:29:49<41:42:09,  3.83s/it]
 15%|█▌        | 7059/46302 [7:29:53<41:42:23,  3.83s/it]
 15%|█▌        | 7060/46302 [7:29:57<41:42:11,  3.83s/it]
 15%|█▌        | 7061/46302 [7:30:01<41:42:03,  3.83s/it]
 15%|█▌        | 7062/46302 [7:30:05<41:42:23,  3.83s/it]
 15%|█▌        | 7063/46302 [7:30:09<41:42:24,  3.83s/it]
 15%|█▌        | 7064/46302 [7:30:12<41:42:12,  3.83s/it]
 15%|█▌        | 7065/46302 [7:30:16<41:42:04,  3.83s/it]
 15%|█▌        | 7066/46302 [7:30:20<41:41:55,  3.83s/it]
 15%|█▌        | 7067/46302 [7:30:24<41:41:29,  3.83s/it]
 15%|█▌        | 7068/46302 [7:30:28<41:42:03,  3.83s/it]
 15%|█▌        | 7069/46302 [7:30:32<41:41:58,  3.83s/it]
 15%|█▌        | 7070/46302 [7:30:35<41:43:09,  3.83s/it]
 15%|█▌        | 7071/46302 [7:30:39<41:42:33,  3.83s/it]
 15%|█▌        | 7072/46302 [7:30:43<41:42:39,  3.83s/it]
 15%|█▌        | 7073/46302 [7:30:47<41:42:19,  3.83s/it]
 15%|█▌        | 7074/46302 [7:30:51<41:42:31,  3.83s/it]
 15%|█▌        | 7075/46302 [7:30:55<41:42:31,  3.83s/it]
 15%|█▌        | 7076/46302 [7:30:58<41:41:32,  3.83s/it]
 15%|█▌        | 7077/46302 [7:31:02<41:40:59,  3.83s/it]
 15%|█▌        | 7078/46302 [7:31:06<41:40:33,  3.83s/it]
 15%|█▌        | 7079/46302 [7:31:10<41:40:07,  3.82s/it]
 15%|█▌        | 7080/46302 [7:31:14<41:40:20,  3.82s/it]
 15%|█▌        | 7081/46302 [7:31:17<41:40:22,  3.83s/it]
 15%|█▌        | 7082/46302 [7:31:21<41:40:45,  3.83s/it]
 15%|█▌        | 7083/46302 [7:31:25<41:40:14,  3.83s/it]
 15%|█▌        | 7084/46302 [7:31:29<41:40:14,  3.83s/it]
 15%|█▌        | 7085/46302 [7:31:33<41:40:10,  3.83s/it]
 15%|█▌        | 7086/46302 [7:31:37<41:40:34,  3.83s/it]
 15%|█▌        | 7087/46302 [7:31:40<41:40:12,  3.83s/it]
 15%|█▌        | 7088/46302 [7:31:44<41:40:34,  3.83s/it]
 15%|█▌        | 7089/46302 [7:31:48<41:40:11,  3.83s/it]
 15%|█▌        | 7090/46302 [7:31:52<41:40:50,  3.83s/it]
 15%|█▌        | 7091/46302 [7:31:56<41:40:56,  3.83s/it]
 15%|█▌        | 7092/46302 [7:32:00<41:40:59,  3.83s/it]
 15%|█▌        | 7093/46302 [7:32:03<41:41:17,  3.83s/it]
 15%|█▌        | 7094/46302 [7:32:07<41:41:10,  3.83s/it]
 15%|█▌        | 7095/46302 [7:32:11<41:41:27,  3.83s/it]
 15%|█▌        | 7096/46302 [7:32:15<41:41:16,  3.83s/it]
 15%|█▌        | 7097/46302 [7:32:19<41:41:24,  3.83s/it]
 15%|█▌        | 7098/46302 [7:32:23<41:41:00,  3.83s/it]
 15%|█▌        | 7099/46302 [7:32:26<41:41:05,  3.83s/it]
 15%|█▌        | 7100/46302 [7:32:30<41:40:46,  3.83s/it]
 15%|█▌        | 7101/46302 [7:32:34<41:40:07,  3.83s/it]
 15%|█▌        | 7102/46302 [7:32:38<41:40:18,  3.83s/it]
 15%|█▌        | 7103/46302 [7:32:42<41:39:58,  3.83s/it]
 15%|█▌        | 7104/46302 [7:32:45<41:39:54,  3.83s/it]
 15%|█▌        | 7105/46302 [7:32:49<41:39:22,  3.83s/it]
 15%|█▌        | 7106/46302 [7:32:53<41:39:04,  3.83s/it]
 15%|█▌        | 7107/46302 [7:32:57<41:39:15,  3.83s/it]
 15%|█▌        | 7108/46302 [7:33:01<41:38:29,  3.82s/it]
 15%|█▌        | 7109/46302 [7:33:05<41:38:16,  3.82s/it]
 15%|█▌        | 7110/46302 [7:33:08<41:38:29,  3.82s/it]
 15%|█▌        | 7111/46302 [7:33:12<41:38:29,  3.83s/it]
 15%|█▌        | 7112/46302 [7:33:16<41:36:46,  3.82s/it]
 15%|█▌        | 7113/46302 [7:33:20<41:37:02,  3.82s/it]
 15%|█▌        | 7114/46302 [7:33:24<41:37:39,  3.82s/it]
 15%|█▌        | 7115/46302 [7:33:28<41:37:16,  3.82s/it]
 15%|█▌        | 7116/46302 [7:33:31<41:37:36,  3.82s/it]
 15%|█▌        | 7117/46302 [7:33:35<41:37:58,  3.82s/it]
 15%|█▌        | 7118/46302 [7:33:39<41:37:17,  3.82s/it]
 15%|█▌        | 7119/46302 [7:33:43<41:37:27,  3.82s/it]
 15%|█▌        | 7120/46302 [7:33:47<41:38:02,  3.83s/it]
 15%|█▌        | 7121/46302 [7:33:50<41:38:37,  3.83s/it]
 15%|█▌        | 7122/46302 [7:33:54<41:38:19,  3.83s/it]
 15%|█▌        | 7123/46302 [7:33:58<41:39:22,  3.83s/it]
 15%|█▌        | 7124/46302 [7:34:02<41:39:56,  3.83s/it]
 15%|█▌        | 7125/46302 [7:34:06<41:39:22,  3.83s/it]
 15%|█▌        | 7126/46302 [7:34:10<41:39:01,  3.83s/it]
 15%|█▌        | 7127/46302 [7:34:13<41:37:58,  3.83s/it]
 15%|█▌        | 7128/46302 [7:34:17<41:37:35,  3.83s/it]
 15%|█▌        | 7129/46302 [7:34:21<41:37:37,  3.83s/it]
 15%|█▌        | 7130/46302 [7:34:25<41:37:43,  3.83s/it]
 15%|█▌        | 7131/46302 [7:34:29<41:37:28,  3.83s/it]
 15%|█▌        | 7132/46302 [7:34:33<41:38:20,  3.83s/it]
 15%|█▌        | 7133/46302 [7:34:36<41:38:08,  3.83s/it]
 15%|█▌        | 7134/46302 [7:34:40<41:37:54,  3.83s/it]
 15%|█▌        | 7135/46302 [7:34:44<41:38:31,  3.83s/it]
 15%|█▌        | 7136/46302 [7:34:48<41:39:09,  3.83s/it]
 15%|█▌        | 7137/46302 [7:34:52<41:39:29,  3.83s/it]
 15%|█▌        | 7138/46302 [7:34:56<41:39:07,  3.83s/it]
 15%|█▌        | 7139/46302 [7:34:59<41:39:17,  3.83s/it]
 15%|█▌        | 7140/46302 [7:35:03<41:39:06,  3.83s/it]
 15%|█▌        | 7141/46302 [7:35:07<41:38:37,  3.83s/it]
 15%|█▌        | 7142/46302 [7:35:11<41:38:07,  3.83s/it]
 15%|█▌        | 7143/46302 [7:35:15<41:37:52,  3.83s/it]
 15%|█▌        | 7144/46302 [7:35:19<41:38:07,  3.83s/it]
 15%|█▌        | 7145/46302 [7:35:22<41:36:55,  3.83s/it]
 15%|█▌        | 7146/46302 [7:35:26<41:37:01,  3.83s/it]
 15%|█▌        | 7147/46302 [7:35:30<41:36:49,  3.83s/it]
 15%|█▌        | 7148/46302 [7:35:34<41:36:56,  3.83s/it]
 15%|█▌        | 7149/46302 [7:35:38<41:37:00,  3.83s/it]
 15%|█▌        | 7150/46302 [7:35:41<41:36:38,  3.83s/it]
 15%|█▌        | 7151/46302 [7:35:45<41:36:15,  3.83s/it]
 15%|█▌        | 7152/46302 [7:35:49<41:36:02,  3.83s/it]
 15%|█▌        | 7153/46302 [7:35:53<41:34:58,  3.82s/it]
 15%|█▌        | 7154/46302 [7:35:57<41:35:49,  3.83s/it]
 15%|█▌        | 7155/46302 [7:36:01<41:35:38,  3.83s/it]
 15%|█▌        | 7156/46302 [7:36:04<41:35:46,  3.83s/it]
 15%|█▌        | 7157/46302 [7:36:08<41:36:01,  3.83s/it]
 15%|█▌        | 7158/46302 [7:36:12<41:35:35,  3.83s/it]
 15%|█▌        | 7159/46302 [7:36:16<41:35:07,  3.82s/it]
 15%|█▌        | 7160/46302 [7:36:20<41:35:00,  3.82s/it]
 15%|█▌        | 7161/46302 [7:36:24<41:34:44,  3.82s/it]
 15%|█▌        | 7162/46302 [7:36:27<41:34:14,  3.82s/it]
 15%|█▌        | 7163/46302 [7:36:31<41:34:18,  3.82s/it]
 15%|█▌        | 7164/46302 [7:36:35<41:34:56,  3.82s/it]
 15%|█▌        | 7165/46302 [7:36:39<41:35:11,  3.83s/it]
 15%|█▌        | 7166/46302 [7:36:43<41:34:21,  3.82s/it]
 15%|█▌        | 7167/46302 [7:36:46<41:34:47,  3.82s/it]
 15%|█▌        | 7168/46302 [7:36:50<41:34:52,  3.83s/it]
 15%|█▌        | 7169/46302 [7:36:54<41:34:43,  3.83s/it]
 15%|█▌        | 7170/46302 [7:36:58<41:34:43,  3.83s/it]
 15%|█▌        | 7171/46302 [7:37:02<41:34:54,  3.83s/it]
 15%|█▌        | 7172/46302 [7:37:06<41:34:47,  3.83s/it]
 15%|█▌        | 7173/46302 [7:37:09<41:34:25,  3.82s/it]
 15%|█▌        | 7174/46302 [7:37:13<41:34:34,  3.83s/it]
 15%|█▌        | 7175/46302 [7:37:17<41:34:14,  3.82s/it]
 15%|█▌        | 7176/46302 [7:37:21<41:34:28,  3.83s/it]
 16%|█▌        | 7177/46302 [7:37:25<41:34:33,  3.83s/it]
 16%|█▌        | 7178/46302 [7:37:29<41:34:06,  3.82s/it]
 16%|█▌        | 7179/46302 [7:37:32<41:34:54,  3.83s/it]
 16%|█▌        | 7180/46302 [7:37:36<41:34:07,  3.83s/it]
 16%|█▌        | 7181/46302 [7:37:40<41:33:10,  3.82s/it]
 16%|█▌        | 7182/46302 [7:37:44<41:33:04,  3.82s/it]
 16%|█▌        | 7183/46302 [7:37:48<41:33:16,  3.82s/it]
 16%|█▌        | 7184/46302 [7:37:52<41:33:27,  3.82s/it]
 16%|█▌        | 7185/46302 [7:37:55<41:32:52,  3.82s/it]
 16%|█▌        | 7186/46302 [7:37:59<41:33:46,  3.83s/it]
 16%|█▌        | 7187/46302 [7:38:03<41:34:08,  3.83s/it]
 16%|█▌        | 7188/46302 [7:38:07<41:34:15,  3.83s/it]
 16%|█▌        | 7189/46302 [7:38:11<41:33:24,  3.82s/it]
 16%|█▌        | 7190/46302 [7:38:14<41:33:01,  3.82s/it]
 16%|█▌        | 7191/46302 [7:38:18<41:32:46,  3.82s/it]
 16%|█▌        | 7192/46302 [7:38:22<41:33:35,  3.83s/it]
 16%|█▌        | 7193/46302 [7:38:26<41:33:53,  3.83s/it]
 16%|█▌        | 7194/46302 [7:38:30<41:33:30,  3.83s/it]
 16%|█▌        | 7195/46302 [7:38:34<41:32:52,  3.82s/it]
 16%|█▌        | 7196/46302 [7:38:37<41:33:09,  3.83s/it]
 16%|█▌        | 7197/46302 [7:38:41<41:33:18,  3.83s/it]
 16%|█▌        | 7198/46302 [7:38:45<41:33:41,  3.83s/it]
 16%|█▌        | 7199/46302 [7:38:49<41:33:24,  3.83s/it]
 16%|█▌        | 7200/46302 [7:38:53<41:32:57,  3.83s/it]
 16%|█▌        | 7201/46302 [7:38:57<41:29:22,  3.82s/it]
 16%|█▌        | 7202/46302 [7:39:00<41:29:37,  3.82s/it]
 16%|█▌        | 7203/46302 [7:39:04<41:30:23,  3.82s/it]
 16%|█▌        | 7204/46302 [7:39:08<41:31:27,  3.82s/it]
 16%|█▌        | 7205/46302 [7:39:12<41:31:45,  3.82s/it]
 16%|█▌        | 7206/46302 [7:39:16<41:31:50,  3.82s/it]
 16%|█▌        | 7207/46302 [7:39:19<41:30:39,  3.82s/it]
 16%|█▌        | 7208/46302 [7:39:23<41:30:49,  3.82s/it]
 16%|█▌        | 7209/46302 [7:39:27<41:31:00,  3.82s/it]
 16%|█▌        | 7210/46302 [7:39:31<41:30:52,  3.82s/it]
 16%|█▌        | 7211/46302 [7:39:35<41:30:55,  3.82s/it]
 16%|█▌        | 7212/46302 [7:39:39<41:30:57,  3.82s/it]
 16%|█▌        | 7213/46302 [7:39:42<41:31:26,  3.82s/it]
 16%|█▌        | 7214/46302 [7:39:46<41:31:41,  3.82s/it]
 16%|█▌        | 7215/46302 [7:39:50<41:31:49,  3.83s/it]
 16%|█▌        | 7216/46302 [7:39:54<41:31:29,  3.82s/it]
 16%|█▌        | 7217/46302 [7:39:58<41:31:40,  3.83s/it]
 16%|█▌        | 7218/46302 [7:40:02<41:31:25,  3.82s/it]
 16%|█▌        | 7219/46302 [7:40:05<41:30:22,  3.82s/it]
 16%|█▌        | 7220/46302 [7:40:09<41:30:01,  3.82s/it]
 16%|█▌        | 7221/46302 [7:40:13<41:30:18,  3.82s/it]
 16%|█▌        | 7222/46302 [7:40:17<41:30:14,  3.82s/it]
 16%|█▌        | 7223/46302 [7:40:21<41:30:13,  3.82s/it]
 16%|█▌        | 7224/46302 [7:40:24<41:30:04,  3.82s/it]
 16%|█▌        | 7225/46302 [7:40:28<41:29:23,  3.82s/it]
 16%|█▌        | 7226/46302 [7:40:32<41:29:27,  3.82s/it]
 16%|█▌        | 7227/46302 [7:40:36<41:29:00,  3.82s/it]
 16%|█▌        | 7228/46302 [7:40:40<41:29:16,  3.82s/it]
 16%|█▌        | 7229/46302 [7:40:44<41:28:54,  3.82s/it]
 16%|█▌        | 7230/46302 [7:40:47<41:29:18,  3.82s/it]
 16%|█▌        | 7231/46302 [7:40:51<41:27:05,  3.82s/it]
 16%|█▌        | 7232/46302 [7:40:55<41:27:55,  3.82s/it]
 16%|█▌        | 7233/46302 [7:40:59<41:27:22,  3.82s/it]
 16%|█▌        | 7234/46302 [7:41:03<41:26:59,  3.82s/it]
 16%|█▌        | 7235/46302 [7:41:07<41:27:11,  3.82s/it]
 16%|█▌        | 7236/46302 [7:41:10<41:27:41,  3.82s/it]
 16%|█▌        | 7237/46302 [7:41:14<41:27:51,  3.82s/it]
 16%|█▌        | 7238/46302 [7:41:18<41:28:30,  3.82s/it]
 16%|█▌        | 7239/46302 [7:41:22<41:29:50,  3.82s/it]
 16%|█▌        | 7240/46302 [7:41:26<41:29:57,  3.82s/it]
 16%|█▌        | 7241/46302 [7:41:29<41:30:48,  3.83s/it]
 16%|█▌        | 7242/46302 [7:41:33<41:31:13,  3.83s/it]
 16%|█▌        | 7243/46302 [7:41:37<41:31:54,  3.83s/it]
 16%|█▌        | 7244/46302 [7:41:41<41:32:03,  3.83s/it]
 16%|█▌        | 7245/46302 [7:41:45<41:32:27,  3.83s/it]
 16%|█▌        | 7246/46302 [7:41:49<41:33:06,  3.83s/it]
 16%|█▌        | 7247/46302 [7:41:52<41:32:55,  3.83s/it]
 16%|█▌        | 7248/46302 [7:41:56<41:33:03,  3.83s/it]
 16%|█▌        | 7249/46302 [7:42:00<41:33:09,  3.83s/it]
 16%|█▌        | 7250/46302 [7:42:04<41:32:59,  3.83s/it]
 16%|█▌        | 7251/46302 [7:42:08<41:32:23,  3.83s/it]
 16%|█▌        | 7252/46302 [7:42:12<41:32:18,  3.83s/it]
 16%|█▌        | 7253/46302 [7:42:15<41:31:49,  3.83s/it]
 16%|█▌        | 7254/46302 [7:42:19<41:31:57,  3.83s/it]
 16%|█▌        | 7255/46302 [7:42:23<41:31:15,  3.83s/it]
 16%|█▌        | 7256/46302 [7:42:27<41:31:01,  3.83s/it]
 16%|█▌        | 7257/46302 [7:42:31<41:30:35,  3.83s/it]
 16%|█▌        | 7258/46302 [7:42:35<41:30:44,  3.83s/it]
 16%|█▌        | 7259/46302 [7:42:38<41:30:32,  3.83s/it]
 16%|█▌        | 7260/46302 [7:42:42<41:30:37,  3.83s/it]
 16%|█▌        | 7261/46302 [7:42:46<41:30:13,  3.83s/it]
 16%|█▌        | 7262/46302 [7:42:50<41:30:42,  3.83s/it]
 16%|█▌        | 7263/46302 [7:42:54<41:30:50,  3.83s/it]
 16%|█▌        | 7264/46302 [7:42:58<41:30:29,  3.83s/it]
 16%|█▌        | 7265/46302 [7:43:01<41:29:58,  3.83s/it]
 16%|█▌        | 7266/46302 [7:43:05<41:29:52,  3.83s/it]
 16%|█▌        | 7267/46302 [7:43:09<41:29:42,  3.83s/it]
 16%|█▌        | 7268/46302 [7:43:13<41:29:36,  3.83s/it]
 16%|█▌        | 7269/46302 [7:43:17<41:29:19,  3.83s/it]
 16%|█▌        | 7270/46302 [7:43:20<41:29:44,  3.83s/it]
 16%|█▌        | 7271/46302 [7:43:24<41:29:51,  3.83s/it]
 16%|█▌        | 7272/46302 [7:43:28<41:29:56,  3.83s/it]
 16%|█▌        | 7273/46302 [7:43:32<41:30:04,  3.83s/it]
 16%|█▌        | 7274/46302 [7:43:36<41:30:26,  3.83s/it]
 16%|█▌        | 7275/46302 [7:43:40<41:30:30,  3.83s/it]
 16%|█▌        | 7276/46302 [7:43:43<41:30:22,  3.83s/it]
 16%|█▌        | 7277/46302 [7:43:47<41:30:53,  3.83s/it]
 16%|█▌        | 7278/46302 [7:43:51<41:30:21,  3.83s/it]
 16%|█▌        | 7279/46302 [7:43:55<41:30:18,  3.83s/it]
 16%|█▌        | 7280/46302 [7:43:59<41:29:54,  3.83s/it]
 16%|█▌        | 7281/46302 [7:44:03<41:30:08,  3.83s/it]
 16%|█▌        | 7282/46302 [7:44:06<41:30:00,  3.83s/it]
 16%|█▌        | 7283/46302 [7:44:10<41:29:46,  3.83s/it]
 16%|█▌        | 7284/46302 [7:44:14<41:29:48,  3.83s/it]
 16%|█▌        | 7285/46302 [7:44:18<41:29:31,  3.83s/it]
 16%|█▌        | 7286/46302 [7:44:22<41:29:10,  3.83s/it]
 16%|█▌        | 7287/46302 [7:44:26<41:29:29,  3.83s/it]
 16%|█▌        | 7288/46302 [7:44:29<41:29:09,  3.83s/it]
 16%|█▌        | 7289/46302 [7:44:33<41:28:34,  3.83s/it]
 16%|█▌        | 7290/46302 [7:44:37<41:28:16,  3.83s/it]
 16%|█▌        | 7291/46302 [7:44:41<41:28:18,  3.83s/it]
 16%|█▌        | 7292/46302 [7:44:45<41:29:01,  3.83s/it]
 16%|█▌        | 7293/46302 [7:44:49<41:28:03,  3.83s/it]
 16%|█▌        | 7294/46302 [7:44:52<41:28:15,  3.83s/it]
 16%|█▌        | 7295/46302 [7:44:56<41:28:29,  3.83s/it]
 16%|█▌        | 7296/46302 [7:45:00<41:28:03,  3.83s/it]
 16%|█▌        | 7297/46302 [7:45:04<41:28:11,  3.83s/it]
 16%|█▌        | 7298/46302 [7:45:08<41:28:09,  3.83s/it]
 16%|█▌        | 7299/46302 [7:45:11<41:28:16,  3.83s/it]
 16%|█▌        | 7300/46302 [7:45:15<41:27:45,  3.83s/it]
 16%|█▌        | 7301/46302 [7:45:19<41:27:40,  3.83s/it]
 16%|█▌        | 7302/46302 [7:45:23<41:27:27,  3.83s/it]
 16%|█▌        | 7303/46302 [7:45:27<41:27:14,  3.83s/it]
 16%|█▌        | 7304/46302 [7:45:31<41:26:50,  3.83s/it]
 16%|█▌        | 7305/46302 [7:45:34<41:27:24,  3.83s/it]
 16%|█▌        | 7306/46302 [7:45:38<41:27:30,  3.83s/it]
 16%|█▌        | 7307/46302 [7:45:42<41:26:54,  3.83s/it]
 16%|█▌        | 7308/46302 [7:45:46<41:26:59,  3.83s/it]
 16%|█▌        | 7309/46302 [7:45:50<41:26:21,  3.83s/it]
 16%|█▌        | 7310/46302 [7:45:54<41:25:52,  3.83s/it]
 16%|█▌        | 7311/46302 [7:45:57<41:25:44,  3.83s/it]
 16%|█▌        | 7312/46302 [7:46:01<41:25:59,  3.83s/it]
 16%|█▌        | 7313/46302 [7:46:05<41:25:00,  3.82s/it]
 16%|█▌        | 7314/46302 [7:46:09<41:24:42,  3.82s/it]
 16%|█▌        | 7315/46302 [7:46:13<41:24:55,  3.82s/it]
 16%|█▌        | 7316/46302 [7:46:17<41:24:53,  3.82s/it]
 16%|█▌        | 7317/46302 [7:46:20<41:24:06,  3.82s/it]
 16%|█▌        | 7318/46302 [7:46:24<41:24:09,  3.82s/it]
 16%|█▌        | 7319/46302 [7:46:28<41:24:20,  3.82s/it]
 16%|█▌        | 7320/46302 [7:46:32<41:24:29,  3.82s/it]
 16%|█▌        | 7321/46302 [7:46:36<41:24:36,  3.82s/it]
 16%|█▌        | 7322/46302 [7:46:39<41:24:35,  3.82s/it]
 16%|█▌        | 7323/46302 [7:46:43<41:24:57,  3.83s/it]
 16%|█▌        | 7324/46302 [7:46:47<41:25:21,  3.83s/it]
 16%|█▌        | 7325/46302 [7:46:51<41:24:59,  3.83s/it]
 16%|█▌        | 7326/46302 [7:46:55<41:25:36,  3.83s/it]
 16%|█▌        | 7327/46302 [7:46:59<41:25:33,  3.83s/it]
 16%|█▌        | 7328/46302 [7:47:02<41:25:22,  3.83s/it]
 16%|█▌        | 7329/46302 [7:47:06<41:25:58,  3.83s/it]
 16%|█▌        | 7330/46302 [7:47:10<41:25:36,  3.83s/it]
 16%|█▌        | 7331/46302 [7:47:14<41:25:15,  3.83s/it]
 16%|█▌        | 7332/46302 [7:47:18<41:25:30,  3.83s/it]
 16%|█▌        | 7333/46302 [7:47:22<41:25:46,  3.83s/it]
 16%|█▌        | 7334/46302 [7:47:25<41:24:32,  3.83s/it]
 16%|█▌        | 7335/46302 [7:47:29<41:24:48,  3.83s/it]
 16%|█▌        | 7336/46302 [7:47:33<41:24:56,  3.83s/it]
 16%|█▌        | 7337/46302 [7:47:37<41:25:17,  3.83s/it]
 16%|█▌        | 7338/46302 [7:47:41<41:24:41,  3.83s/it]
 16%|█▌        | 7339/46302 [7:47:45<41:24:09,  3.83s/it]
 16%|█▌        | 7340/46302 [7:47:48<41:23:52,  3.83s/it]
 16%|█▌        | 7341/46302 [7:47:52<41:23:48,  3.83s/it]
 16%|█▌        | 7342/46302 [7:47:56<41:23:56,  3.83s/it]
 16%|█▌        | 7343/46302 [7:48:00<41:23:55,  3.83s/it]
 16%|█▌        | 7344/46302 [7:48:04<41:23:59,  3.83s/it]
 16%|█▌        | 7345/46302 [7:48:07<41:23:53,  3.83s/it]
 16%|█▌        | 7346/46302 [7:48:11<41:23:29,  3.83s/it]
 16%|█▌        | 7347/46302 [7:48:15<41:23:05,  3.82s/it]
 16%|█▌        | 7348/46302 [7:48:19<41:23:07,  3.82s/it]
 16%|█▌        | 7349/46302 [7:48:23<41:23:09,  3.82s/it]
 16%|█▌        | 7350/46302 [7:48:27<41:22:34,  3.82s/it]
 16%|█▌        | 7351/46302 [7:48:30<41:22:46,  3.82s/it]
 16%|█▌        | 7352/46302 [7:48:34<41:22:45,  3.82s/it]
 16%|█▌        | 7353/46302 [7:48:38<41:22:40,  3.82s/it]
 16%|█▌        | 7354/46302 [7:48:42<41:22:23,  3.82s/it]
 16%|█▌        | 7355/46302 [7:48:46<41:22:27,  3.82s/it]
 16%|█▌        | 7356/46302 [7:48:50<41:22:14,  3.82s/it]
 16%|█▌        | 7357/46302 [7:48:53<41:22:15,  3.82s/it]
 16%|█▌        | 7358/46302 [7:48:57<41:22:59,  3.83s/it]
 16%|█▌        | 7359/46302 [7:49:01<41:22:50,  3.83s/it]
 16%|█▌        | 7360/46302 [7:49:05<41:23:17,  3.83s/it]
 16%|█▌        | 7361/46302 [7:49:09<41:23:13,  3.83s/it]
 16%|█▌        | 7362/46302 [7:49:12<41:22:55,  3.83s/it]
 16%|█▌        | 7363/46302 [7:49:16<41:22:42,  3.83s/it]
 16%|█▌        | 7364/46302 [7:49:20<41:22:26,  3.83s/it]
 16%|█▌        | 7365/46302 [7:49:24<41:22:10,  3.82s/it]
 16%|█▌        | 7366/46302 [7:49:28<41:22:18,  3.83s/it]
 16%|█▌        | 7367/46302 [7:49:32<41:21:25,  3.82s/it]
 16%|█▌        | 7368/46302 [7:49:35<41:21:34,  3.82s/it]
 16%|█▌        | 7369/46302 [7:49:39<41:21:38,  3.82s/it]
 16%|█▌        | 7370/46302 [7:49:43<41:22:03,  3.83s/it]
 16%|█▌        | 7371/46302 [7:49:47<41:22:18,  3.83s/it]
 16%|█▌        | 7372/46302 [7:49:51<41:21:36,  3.82s/it]
 16%|█▌        | 7373/46302 [7:49:55<41:21:20,  3.82s/it]
 16%|█▌        | 7374/46302 [7:49:58<41:21:19,  3.82s/it]
 16%|█▌        | 7375/46302 [7:50:02<41:22:10,  3.83s/it]
 16%|█▌        | 7376/46302 [7:50:06<41:21:10,  3.82s/it]
 16%|█▌        | 7377/46302 [7:50:10<41:21:48,  3.83s/it]
 16%|█▌        | 7378/46302 [7:50:14<41:21:52,  3.83s/it]
 16%|█▌        | 7379/46302 [7:50:18<41:21:41,  3.83s/it]
 16%|█▌        | 7380/46302 [7:50:21<41:22:28,  3.83s/it]
 16%|█▌        | 7381/46302 [7:50:25<41:22:15,  3.83s/it]
 16%|█▌        | 7382/46302 [7:50:29<41:22:25,  3.83s/it]
 16%|█▌        | 7383/46302 [7:50:33<41:22:05,  3.83s/it]
 16%|█▌        | 7384/46302 [7:50:37<41:22:03,  3.83s/it]
 16%|█▌        | 7385/46302 [7:50:40<41:21:13,  3.83s/it]
 16%|█▌        | 7386/46302 [7:50:44<41:21:04,  3.83s/it]
 16%|█▌        | 7387/46302 [7:50:48<41:20:14,  3.82s/it]
 16%|█▌        | 7388/46302 [7:50:52<41:19:36,  3.82s/it]
 16%|█▌        | 7389/46302 [7:50:56<41:19:05,  3.82s/it]
 16%|█▌        | 7390/46302 [7:51:00<41:18:48,  3.82s/it]
 16%|█▌        | 7391/46302 [7:51:03<41:19:09,  3.82s/it]
 16%|█▌        | 7392/46302 [7:51:07<41:18:43,  3.82s/it]
 16%|█▌        | 7393/46302 [7:51:11<41:19:14,  3.82s/it]
 16%|█▌        | 7394/46302 [7:51:15<41:19:11,  3.82s/it]
 16%|█▌        | 7395/46302 [7:51:19<41:18:19,  3.82s/it]
 16%|█▌        | 7396/46302 [7:51:23<41:18:32,  3.82s/it]
 16%|█▌        | 7397/46302 [7:51:26<41:18:53,  3.82s/it]
 16%|█▌        | 7398/46302 [7:51:30<41:18:49,  3.82s/it]
 16%|█▌        | 7399/46302 [7:51:34<41:17:37,  3.82s/it]
 16%|█▌        | 7400/46302 [7:51:38<41:17:58,  3.82s/it]
 16%|█▌        | 7401/46302 [7:51:42<41:17:35,  3.82s/it]
 16%|█▌        | 7402/46302 [7:51:45<41:18:11,  3.82s/it]
 16%|█▌        | 7403/46302 [7:51:49<41:18:30,  3.82s/it]
 16%|█▌        | 7404/46302 [7:51:53<41:18:30,  3.82s/it]
 16%|█▌        | 7405/46302 [7:51:57<41:17:47,  3.82s/it]
 16%|█▌        | 7406/46302 [7:52:01<41:17:50,  3.82s/it]
 16%|█▌        | 7407/46302 [7:52:05<41:17:50,  3.82s/it]
 16%|█▌        | 7408/46302 [7:52:08<41:17:59,  3.82s/it]
 16%|█▌        | 7409/46302 [7:52:12<41:17:02,  3.82s/it]
 16%|█▌        | 7410/46302 [7:52:16<41:16:35,  3.82s/it]
 16%|█▌        | 7411/46302 [7:52:20<41:16:10,  3.82s/it]
 16%|█▌        | 7412/46302 [7:52:24<41:16:09,  3.82s/it]
 16%|█▌        | 7413/46302 [7:52:27<41:15:45,  3.82s/it]
 16%|█▌        | 7414/46302 [7:52:31<41:15:35,  3.82s/it]
 16%|█▌        | 7415/46302 [7:52:35<41:15:22,  3.82s/it]
 16%|█▌        | 7416/46302 [7:52:39<41:15:00,  3.82s/it]
 16%|█▌        | 7417/46302 [7:52:43<41:14:48,  3.82s/it]
 16%|█▌        | 7418/46302 [7:52:47<41:14:56,  3.82s/it]
 16%|█▌        | 7419/46302 [7:52:50<41:15:10,  3.82s/it]
 16%|█▌        | 7420/46302 [7:52:54<41:15:43,  3.82s/it]
 16%|█▌        | 7421/46302 [7:52:58<41:16:14,  3.82s/it]
 16%|█▌        | 7422/46302 [7:53:02<41:16:29,  3.82s/it]
 16%|█▌        | 7423/46302 [7:53:06<41:16:00,  3.82s/it]
 16%|█▌        | 7424/46302 [7:53:10<41:16:56,  3.82s/it]
 16%|█▌        | 7425/46302 [7:53:13<41:16:45,  3.82s/it]
 16%|█▌        | 7426/46302 [7:53:17<41:16:57,  3.82s/it]
 16%|█▌        | 7427/46302 [7:53:21<41:16:40,  3.82s/it]
 16%|█▌        | 7428/46302 [7:53:25<41:16:56,  3.82s/it]
 16%|█▌        | 7429/46302 [7:53:29<41:16:49,  3.82s/it]
 16%|█▌        | 7430/46302 [7:53:32<41:17:29,  3.82s/it]
 16%|█▌        | 7431/46302 [7:53:36<41:17:16,  3.82s/it]
 16%|█▌        | 7432/46302 [7:53:40<41:17:08,  3.82s/it]
 16%|█▌        | 7433/46302 [7:53:44<41:16:38,  3.82s/it]
 16%|█▌        | 7434/46302 [7:53:48<41:16:32,  3.82s/it]
 16%|█▌        | 7435/46302 [7:53:52<41:16:08,  3.82s/it]
 16%|█▌        | 7436/46302 [7:53:55<41:16:08,  3.82s/it]
 16%|█▌        | 7437/46302 [7:53:59<41:16:40,  3.82s/it]
 16%|█▌        | 7438/46302 [7:54:03<41:16:43,  3.82s/it]
 16%|█▌        | 7439/46302 [7:54:07<41:16:57,  3.82s/it]
 16%|█▌        | 7440/46302 [7:54:11<41:16:01,  3.82s/it]
 16%|█▌        | 7441/46302 [7:54:15<41:14:58,  3.82s/it]
 16%|█▌        | 7442/46302 [7:54:18<41:14:13,  3.82s/it]
 16%|█▌        | 7443/46302 [7:54:22<41:14:14,  3.82s/it]
 16%|█▌        | 7444/46302 [7:54:26<41:13:58,  3.82s/it]
 16%|█▌        | 7445/46302 [7:54:30<41:14:38,  3.82s/it]
 16%|█▌        | 7446/46302 [7:54:34<41:14:57,  3.82s/it]
 16%|█▌        | 7447/46302 [7:54:37<41:15:11,  3.82s/it]
 16%|█▌        | 7448/46302 [7:54:41<41:16:20,  3.82s/it]
 16%|█▌        | 7449/46302 [7:54:45<41:15:15,  3.82s/it]
 16%|█▌        | 7450/46302 [7:54:49<41:15:07,  3.82s/it]
 16%|█▌        | 7451/46302 [7:54:53<41:14:50,  3.82s/it]
 16%|█▌        | 7452/46302 [7:54:57<41:15:18,  3.82s/it]
 16%|█▌        | 7453/46302 [7:55:00<41:14:22,  3.82s/it]
 16%|█▌        | 7454/46302 [7:55:04<41:13:39,  3.82s/it]
 16%|█▌        | 7455/46302 [7:55:08<41:13:38,  3.82s/it]
 16%|█▌        | 7456/46302 [7:55:12<41:12:52,  3.82s/it]
 16%|█▌        | 7457/46302 [7:55:16<41:12:06,  3.82s/it]
 16%|█▌        | 7458/46302 [7:55:19<41:12:39,  3.82s/it]
 16%|█▌        | 7459/46302 [7:55:23<41:13:17,  3.82s/it]
 16%|█▌        | 7460/46302 [7:55:27<41:13:09,  3.82s/it]
 16%|█▌        | 7461/46302 [7:55:31<41:12:09,  3.82s/it]
 16%|█▌        | 7462/46302 [7:55:35<41:11:42,  3.82s/it]
 16%|█▌        | 7463/46302 [7:55:39<41:12:21,  3.82s/it]
 16%|█▌        | 7464/46302 [7:55:42<41:13:15,  3.82s/it]
 16%|█▌        | 7465/46302 [7:55:46<41:12:30,  3.82s/it]
 16%|█▌        | 7466/46302 [7:55:50<41:12:43,  3.82s/it]
 16%|█▌        | 7467/46302 [7:55:54<41:12:44,  3.82s/it]
 16%|█▌        | 7468/46302 [7:55:58<41:13:25,  3.82s/it]
 16%|█▌        | 7469/46302 [7:56:01<41:13:38,  3.82s/it]
 16%|█▌        | 7470/46302 [7:56:05<41:13:06,  3.82s/it]
 16%|█▌        | 7471/46302 [7:56:09<41:12:25,  3.82s/it]
 16%|█▌        | 7472/46302 [7:56:13<41:12:10,  3.82s/it]
 16%|█▌        | 7473/46302 [7:56:17<41:11:55,  3.82s/it]
 16%|█▌        | 7474/46302 [7:56:21<41:11:50,  3.82s/it]
 16%|█▌        | 7475/46302 [7:56:24<41:11:27,  3.82s/it]
 16%|█▌        | 7476/46302 [7:56:28<41:11:29,  3.82s/it]
 16%|█▌        | 7477/46302 [7:56:32<41:11:21,  3.82s/it]
 16%|█▌        | 7478/46302 [7:56:36<41:11:08,  3.82s/it]
 16%|█▌        | 7479/46302 [7:56:40<41:11:58,  3.82s/it]
 16%|█▌        | 7480/46302 [7:56:44<41:12:14,  3.82s/it]
 16%|█▌        | 7481/46302 [7:56:47<41:13:07,  3.82s/it]
 16%|█▌        | 7482/46302 [7:56:51<41:13:16,  3.82s/it]
 16%|█▌        | 7483/46302 [7:56:55<41:13:03,  3.82s/it]
 16%|█▌        | 7484/46302 [7:56:59<41:12:52,  3.82s/it]
 16%|█▌        | 7485/46302 [7:57:03<41:13:13,  3.82s/it]
 16%|█▌        | 7486/46302 [7:57:06<41:13:19,  3.82s/it]
 16%|█▌        | 7487/46302 [7:57:10<41:12:09,  3.82s/it]
 16%|█▌        | 7488/46302 [7:57:14<41:12:21,  3.82s/it]
 16%|█▌        | 7489/46302 [7:57:18<41:11:56,  3.82s/it]
 16%|█▌        | 7490/46302 [7:57:22<41:11:42,  3.82s/it]
 16%|█▌        | 7491/46302 [7:57:26<41:11:17,  3.82s/it]
 16%|█▌        | 7492/46302 [7:57:29<41:11:11,  3.82s/it]
 16%|█▌        | 7493/46302 [7:57:33<41:10:19,  3.82s/it]
 16%|█▌        | 7494/46302 [7:57:37<41:10:02,  3.82s/it]
 16%|█▌        | 7495/46302 [7:57:41<41:09:42,  3.82s/it]
 16%|█▌        | 7496/46302 [7:57:45<41:10:32,  3.82s/it]
 16%|█▌        | 7497/46302 [7:57:48<41:11:07,  3.82s/it]
 16%|█▌        | 7498/46302 [7:57:52<41:11:30,  3.82s/it]
 16%|█▌        | 7499/46302 [7:57:56<41:12:27,  3.82s/it]
 16%|█▌        | 7500/46302 [7:58:00<41:12:30,  3.82s/it]
                                                         
{'loss': 3.4965, 'learning_rate': 0.0042825923800273715, 'epoch': 0.16}

 16%|█▌        | 7500/46302 [7:58:00<41:12:30,  3.82s/it]
 16%|█▌        | 7501/46302 [7:58:04<41:13:36,  3.83s/it]
 16%|█▌        | 7502/46302 [7:58:08<41:13:23,  3.82s/it]
 16%|█▌        | 7503/46302 [7:58:11<41:12:58,  3.82s/it]
 16%|█▌        | 7504/46302 [7:58:15<41:11:51,  3.82s/it]
 16%|█▌        | 7505/46302 [7:58:19<41:11:55,  3.82s/it]
 16%|█▌        | 7506/46302 [7:58:23<41:11:43,  3.82s/it]
 16%|█▌        | 7507/46302 [7:58:27<41:10:56,  3.82s/it]
 16%|█▌        | 7508/46302 [7:58:31<41:10:08,  3.82s/it]
 16%|█▌        | 7509/46302 [7:58:34<41:11:05,  3.82s/it]
 16%|█▌        | 7510/46302 [7:58:38<41:11:11,  3.82s/it]
 16%|█▌        | 7511/46302 [7:58:42<41:11:33,  3.82s/it]
 16%|█▌        | 7512/46302 [7:58:46<41:11:30,  3.82s/it]
 16%|█▌        | 7513/46302 [7:58:50<41:11:40,  3.82s/it]
 16%|█▌        | 7514/46302 [7:58:53<41:12:13,  3.82s/it]
 16%|█▌        | 7515/46302 [7:58:57<41:11:47,  3.82s/it]
 16%|█▌        | 7516/46302 [7:59:01<41:11:49,  3.82s/it]
 16%|█▌        | 7517/46302 [7:59:05<41:11:59,  3.82s/it]
 16%|█▌        | 7518/46302 [7:59:09<41:11:13,  3.82s/it]
 16%|█▌        | 7519/46302 [7:59:13<41:10:22,  3.82s/it]
 16%|█▌        | 7520/46302 [7:59:16<41:09:41,  3.82s/it]
 16%|█▌        | 7521/46302 [7:59:20<41:10:24,  3.82s/it]
 16%|█▌        | 7522/46302 [7:59:24<41:10:31,  3.82s/it]
 16%|█▌        | 7523/46302 [7:59:28<41:10:25,  3.82s/it]
 16%|█▌        | 7524/46302 [7:59:32<41:10:00,  3.82s/it]
 16%|█▋        | 7525/46302 [7:59:36<41:10:00,  3.82s/it]
 16%|█▋        | 7526/46302 [7:59:39<41:10:14,  3.82s/it]
 16%|█▋        | 7527/46302 [7:59:43<41:10:40,  3.82s/it]
 16%|█▋        | 7528/46302 [7:59:47<41:10:14,  3.82s/it]
 16%|█▋        | 7529/46302 [7:59:51<41:10:36,  3.82s/it]
 16%|█▋        | 7530/46302 [7:59:55<41:10:27,  3.82s/it]
 16%|█▋        | 7531/46302 [7:59:58<41:10:06,  3.82s/it]
 16%|█▋        | 7532/46302 [8:00:02<41:09:42,  3.82s/it]
 16%|█▋        | 7533/46302 [8:00:06<41:09:46,  3.82s/it]
 16%|█▋        | 7534/46302 [8:00:10<41:09:47,  3.82s/it]
 16%|█▋        | 7535/46302 [8:00:14<41:09:47,  3.82s/it]
 16%|█▋        | 7536/46302 [8:00:18<41:09:19,  3.82s/it]
 16%|█▋        | 7537/46302 [8:00:21<41:09:09,  3.82s/it]
 16%|█▋        | 7538/46302 [8:00:25<41:09:11,  3.82s/it]
 16%|█▋        | 7539/46302 [8:00:29<41:08:51,  3.82s/it]
 16%|█▋        | 7540/46302 [8:00:33<41:09:15,  3.82s/it]
 16%|█▋        | 7541/46302 [8:00:37<41:09:32,  3.82s/it]
 16%|█▋        | 7542/46302 [8:00:40<41:08:52,  3.82s/it]
 16%|█▋        | 7543/46302 [8:00:44<41:08:45,  3.82s/it]
 16%|█▋        | 7544/46302 [8:00:48<41:08:48,  3.82s/it]
 16%|█▋        | 7545/46302 [8:00:52<41:08:55,  3.82s/it]
 16%|█▋        | 7546/46302 [8:00:56<41:08:43,  3.82s/it]
 16%|█▋        | 7547/46302 [8:01:00<41:09:11,  3.82s/it]
 16%|█▋        | 7548/46302 [8:01:03<41:08:48,  3.82s/it]
 16%|█▋        | 7549/46302 [8:01:07<41:08:41,  3.82s/it]
 16%|█▋        | 7550/46302 [8:01:11<41:07:54,  3.82s/it]
 16%|█▋        | 7551/46302 [8:01:15<41:08:06,  3.82s/it]
 16%|█▋        | 7552/46302 [8:01:19<41:08:24,  3.82s/it]
 16%|█▋        | 7553/46302 [8:01:23<41:08:51,  3.82s/it]
 16%|█▋        | 7554/46302 [8:01:26<41:08:12,  3.82s/it]
 16%|█▋        | 7555/46302 [8:01:30<41:07:51,  3.82s/it]
 16%|█▋        | 7556/46302 [8:01:34<41:07:50,  3.82s/it]
 16%|█▋        | 7557/46302 [8:01:38<41:07:52,  3.82s/it]
 16%|█▋        | 7558/46302 [8:01:42<41:07:51,  3.82s/it]
 16%|█▋        | 7559/46302 [8:01:45<41:07:52,  3.82s/it]
 16%|█▋        | 7560/46302 [8:01:49<41:07:53,  3.82s/it]
 16%|█▋        | 7561/46302 [8:01:53<41:07:17,  3.82s/it]
 16%|█▋        | 7562/46302 [8:01:57<41:07:51,  3.82s/it]
 16%|█▋        | 7563/46302 [8:02:01<41:07:27,  3.82s/it]
 16%|█▋        | 7564/46302 [8:02:05<41:07:48,  3.82s/it]
 16%|█▋        | 7565/46302 [8:02:08<41:08:01,  3.82s/it]
 16%|█▋        | 7566/46302 [8:02:12<41:07:27,  3.82s/it]
 16%|█▋        | 7567/46302 [8:02:16<41:07:31,  3.82s/it]
 16%|█▋        | 7568/46302 [8:02:20<41:07:33,  3.82s/it]
 16%|█▋        | 7569/46302 [8:02:24<41:07:23,  3.82s/it]
 16%|█▋        | 7570/46302 [8:02:28<41:06:58,  3.82s/it]
 16%|█▋        | 7571/46302 [8:02:31<41:07:09,  3.82s/it]
 16%|█▋        | 7572/46302 [8:02:35<41:06:30,  3.82s/it]
 16%|█▋        | 7573/46302 [8:02:39<41:06:17,  3.82s/it]
 16%|█▋        | 7574/46302 [8:02:43<41:05:53,  3.82s/it]
 16%|█▋        | 7575/46302 [8:02:47<41:05:57,  3.82s/it]
 16%|█▋        | 7576/46302 [8:02:50<41:06:31,  3.82s/it]
 16%|█▋        | 7577/46302 [8:02:54<41:06:35,  3.82s/it]
 16%|█▋        | 7578/46302 [8:02:58<41:06:50,  3.82s/it]
 16%|█▋        | 7579/46302 [8:03:02<41:07:24,  3.82s/it]
 16%|█▋        | 7580/46302 [8:03:06<41:06:03,  3.82s/it]
 16%|█▋        | 7581/46302 [8:03:10<41:06:25,  3.82s/it]
 16%|█▋        | 7582/46302 [8:03:13<41:06:53,  3.82s/it]
 16%|█▋        | 7583/46302 [8:03:17<41:06:43,  3.82s/it]
 16%|█▋        | 7584/46302 [8:03:21<41:06:40,  3.82s/it]
 16%|█▋        | 7585/46302 [8:03:25<41:06:32,  3.82s/it]
 16%|█▋        | 7586/46302 [8:03:29<41:06:04,  3.82s/it]
 16%|█▋        | 7587/46302 [8:03:32<41:06:07,  3.82s/it]
 16%|█▋        | 7588/46302 [8:03:36<41:05:46,  3.82s/it]
 16%|█▋        | 7589/46302 [8:03:40<41:06:09,  3.82s/it]
 16%|█▋        | 7590/46302 [8:03:44<41:06:48,  3.82s/it]
 16%|█▋        | 7591/46302 [8:03:48<41:06:48,  3.82s/it]
 16%|█▋        | 7592/46302 [8:03:52<41:06:36,  3.82s/it]
 16%|█▋        | 7593/46302 [8:03:55<41:06:58,  3.82s/it]
 16%|█▋        | 7594/46302 [8:03:59<41:06:18,  3.82s/it]
 16%|█▋        | 7595/46302 [8:04:03<41:06:05,  3.82s/it]
 16%|█▋        | 7596/46302 [8:04:07<41:06:02,  3.82s/it]
 16%|█▋        | 7597/46302 [8:04:11<41:05:46,  3.82s/it]
 16%|█▋        | 7598/46302 [8:04:15<41:06:03,  3.82s/it]
 16%|█▋        | 7599/46302 [8:04:18<41:06:20,  3.82s/it]
 16%|█▋        | 7600/46302 [8:04:22<41:06:04,  3.82s/it]
 16%|█▋        | 7601/46302 [8:04:26<41:05:54,  3.82s/it]
 16%|█▋        | 7602/46302 [8:04:30<41:05:29,  3.82s/it]
 16%|█▋        | 7603/46302 [8:04:34<41:05:03,  3.82s/it]
 16%|█▋        | 7604/46302 [8:04:37<41:05:28,  3.82s/it]
 16%|█▋        | 7605/46302 [8:04:41<41:03:24,  3.82s/it]
 16%|█▋        | 7606/46302 [8:04:45<41:03:59,  3.82s/it]
 16%|█▋        | 7607/46302 [8:04:49<41:04:31,  3.82s/it]
 16%|█▋        | 7608/46302 [8:04:53<41:05:03,  3.82s/it]
 16%|█▋        | 7609/46302 [8:04:57<41:05:14,  3.82s/it]
 16%|█▋        | 7610/46302 [8:05:00<41:05:05,  3.82s/it]
 16%|█▋        | 7611/46302 [8:05:04<41:05:25,  3.82s/it]
 16%|█▋        | 7612/46302 [8:05:08<41:05:47,  3.82s/it]
 16%|█▋        | 7613/46302 [8:05:12<41:05:35,  3.82s/it]
 16%|█▋        | 7614/46302 [8:05:16<41:05:34,  3.82s/it]
 16%|█▋        | 7615/46302 [8:05:20<41:05:13,  3.82s/it]
 16%|█▋        | 7616/46302 [8:05:23<41:05:14,  3.82s/it]
 16%|█▋        | 7617/46302 [8:05:27<41:05:38,  3.82s/it]
 16%|█▋        | 7618/46302 [8:05:31<41:05:37,  3.82s/it]
 16%|█▋        | 7619/46302 [8:05:35<41:05:12,  3.82s/it]
 16%|█▋        | 7620/46302 [8:05:39<41:05:29,  3.82s/it]
 16%|█▋        | 7621/46302 [8:05:42<41:05:29,  3.82s/it]
 16%|█▋        | 7622/46302 [8:05:46<41:05:46,  3.82s/it]
 16%|█▋        | 7623/46302 [8:05:50<41:05:17,  3.82s/it]
 16%|█▋        | 7624/46302 [8:05:54<41:04:49,  3.82s/it]
 16%|█▋        | 7625/46302 [8:05:58<41:04:10,  3.82s/it]
 16%|█▋        | 7626/46302 [8:06:02<41:03:42,  3.82s/it]
 16%|█▋        | 7627/46302 [8:06:05<41:03:45,  3.82s/it]
 16%|█▋        | 7628/46302 [8:06:09<41:03:57,  3.82s/it]
 16%|█▋        | 7629/46302 [8:06:13<41:04:15,  3.82s/it]
 16%|█▋        | 7630/46302 [8:06:17<41:04:07,  3.82s/it]
 16%|█▋        | 7631/46302 [8:06:21<41:04:08,  3.82s/it]
 16%|█▋        | 7632/46302 [8:06:25<41:03:52,  3.82s/it]
 16%|█▋        | 7633/46302 [8:06:28<41:03:14,  3.82s/it]
 16%|█▋        | 7634/46302 [8:06:32<41:02:42,  3.82s/it]
 16%|█▋        | 7635/46302 [8:06:36<41:02:11,  3.82s/it]
 16%|█▋        | 7636/46302 [8:06:40<41:02:05,  3.82s/it]
 16%|█▋        | 7637/46302 [8:06:44<41:02:40,  3.82s/it]
 16%|█▋        | 7638/46302 [8:06:47<41:03:12,  3.82s/it]
 16%|█▋        | 7639/46302 [8:06:51<41:02:57,  3.82s/it]
 17%|█▋        | 7640/46302 [8:06:55<41:02:41,  3.82s/it]
 17%|█▋        | 7641/46302 [8:06:59<41:02:16,  3.82s/it]
 17%|█▋        | 7642/46302 [8:07:03<41:02:15,  3.82s/it]
 17%|█▋        | 7643/46302 [8:07:07<41:01:46,  3.82s/it]
 17%|█▋        | 7644/46302 [8:07:10<41:01:37,  3.82s/it]
 17%|█▋        | 7645/46302 [8:07:14<41:01:52,  3.82s/it]
 17%|█▋        | 7646/46302 [8:07:18<41:01:35,  3.82s/it]
 17%|█▋        | 7647/46302 [8:07:22<41:01:32,  3.82s/it]
 17%|█▋        | 7648/46302 [8:07:26<41:01:41,  3.82s/it]
 17%|█▋        | 7649/46302 [8:07:29<41:01:19,  3.82s/it]
 17%|█▋        | 7650/46302 [8:07:33<41:01:27,  3.82s/it]
 17%|█▋        | 7651/46302 [8:07:37<41:01:19,  3.82s/it]
 17%|█▋        | 7652/46302 [8:07:41<41:00:51,  3.82s/it]
 17%|█▋        | 7653/46302 [8:07:45<41:00:33,  3.82s/it]
 17%|█▋        | 7654/46302 [8:07:49<41:00:45,  3.82s/it]
 17%|█▋        | 7655/46302 [8:07:52<40:59:57,  3.82s/it]
 17%|█▋        | 7656/46302 [8:07:56<40:59:31,  3.82s/it]
 17%|█▋        | 7657/46302 [8:08:00<40:59:33,  3.82s/it]
 17%|█▋        | 7658/46302 [8:08:04<40:59:52,  3.82s/it]
 17%|█▋        | 7659/46302 [8:08:08<41:00:01,  3.82s/it]
 17%|█▋        | 7660/46302 [8:08:11<41:00:17,  3.82s/it]
 17%|█▋        | 7661/46302 [8:08:15<41:00:34,  3.82s/it]
 17%|█▋        | 7662/46302 [8:08:19<41:00:02,  3.82s/it]
 17%|█▋        | 7663/46302 [8:08:23<41:00:10,  3.82s/it]
 17%|█▋        | 7664/46302 [8:08:27<40:59:27,  3.82s/it]
 17%|█▋        | 7665/46302 [8:08:31<40:59:46,  3.82s/it]
 17%|█▋        | 7666/46302 [8:08:34<41:00:00,  3.82s/it]
 17%|█▋        | 7667/46302 [8:08:38<41:01:02,  3.82s/it]
 17%|█▋        | 7668/46302 [8:08:42<41:00:58,  3.82s/it]
 17%|█▋        | 7669/46302 [8:08:46<41:00:53,  3.82s/it]
 17%|█▋        | 7670/46302 [8:08:50<41:00:32,  3.82s/it]
 17%|█▋        | 7671/46302 [8:08:54<41:00:34,  3.82s/it]
 17%|█▋        | 7672/46302 [8:08:57<41:00:28,  3.82s/it]
 17%|█▋        | 7673/46302 [8:09:01<41:00:06,  3.82s/it]
 17%|█▋        | 7674/46302 [8:09:05<41:00:03,  3.82s/it]
 17%|█▋        | 7675/46302 [8:09:09<40:59:45,  3.82s/it]
 17%|█▋        | 7676/46302 [8:09:13<40:59:35,  3.82s/it]
 17%|█▋        | 7677/46302 [8:09:16<40:59:51,  3.82s/it]
 17%|█▋        | 7678/46302 [8:09:20<40:59:56,  3.82s/it]
 17%|█▋        | 7679/46302 [8:09:24<40:59:35,  3.82s/it]
 17%|█▋        | 7680/46302 [8:09:28<40:59:33,  3.82s/it]
 17%|█▋        | 7681/46302 [8:09:32<40:59:00,  3.82s/it]
 17%|█▋        | 7682/46302 [8:09:36<40:58:53,  3.82s/it]
 17%|█▋        | 7683/46302 [8:09:39<40:58:33,  3.82s/it]
 17%|█▋        | 7684/46302 [8:09:43<40:58:00,  3.82s/it]
 17%|█▋        | 7685/46302 [8:09:47<40:57:19,  3.82s/it]
 17%|█▋        | 7686/46302 [8:09:51<40:57:38,  3.82s/it]
 17%|█▋        | 7687/46302 [8:09:55<40:58:11,  3.82s/it]
 17%|█▋        | 7688/46302 [8:09:58<40:58:42,  3.82s/it]
 17%|█▋        | 7689/46302 [8:10:02<40:58:48,  3.82s/it]
 17%|█▋        | 7690/46302 [8:10:06<40:58:12,  3.82s/it]
 17%|█▋        | 7691/46302 [8:10:10<40:57:22,  3.82s/it]
 17%|█▋        | 7692/46302 [8:10:14<40:57:38,  3.82s/it]
 17%|█▋        | 7693/46302 [8:10:18<40:57:20,  3.82s/it]
 17%|█▋        | 7694/46302 [8:10:21<40:57:54,  3.82s/it]
 17%|█▋        | 7695/46302 [8:10:25<40:57:42,  3.82s/it]
 17%|█▋        | 7696/46302 [8:10:29<40:58:17,  3.82s/it]
 17%|█▋        | 7697/46302 [8:10:33<40:58:20,  3.82s/it]
 17%|█▋        | 7698/46302 [8:10:37<40:58:16,  3.82s/it]
 17%|█▋        | 7699/46302 [8:10:40<40:57:41,  3.82s/it]
 17%|█▋        | 7700/46302 [8:10:44<40:57:50,  3.82s/it]
 17%|█▋        | 7701/46302 [8:10:48<40:57:09,  3.82s/it]
 17%|█▋        | 7702/46302 [8:10:52<40:57:10,  3.82s/it]
 17%|█▋        | 7703/46302 [8:10:56<40:57:25,  3.82s/it]
 17%|█▋        | 7704/46302 [8:11:00<40:57:30,  3.82s/it]
 17%|█▋        | 7705/46302 [8:11:03<40:57:59,  3.82s/it]
 17%|█▋        | 7706/46302 [8:11:07<40:57:49,  3.82s/it]
 17%|█▋        | 7707/46302 [8:11:11<40:57:44,  3.82s/it]
 17%|█▋        | 7708/46302 [8:11:15<40:57:22,  3.82s/it]
 17%|█▋        | 7709/46302 [8:11:19<40:57:16,  3.82s/it]
 17%|█▋        | 7710/46302 [8:11:22<40:57:14,  3.82s/it]
 17%|█▋        | 7711/46302 [8:11:26<40:57:34,  3.82s/it]
 17%|█▋        | 7712/46302 [8:11:30<40:57:27,  3.82s/it]
 17%|█▋        | 7713/46302 [8:11:34<40:57:51,  3.82s/it]
 17%|█▋        | 7714/46302 [8:11:38<40:56:53,  3.82s/it]
 17%|█▋        | 7715/46302 [8:11:42<40:56:49,  3.82s/it]
 17%|█▋        | 7716/46302 [8:11:45<40:57:30,  3.82s/it]
 17%|█▋        | 7717/46302 [8:11:49<40:57:34,  3.82s/it]
 17%|█▋        | 7718/46302 [8:11:53<40:58:05,  3.82s/it]
 17%|█▋        | 7719/46302 [8:11:57<40:57:25,  3.82s/it]
 17%|█▋        | 7720/46302 [8:12:01<40:57:12,  3.82s/it]
 17%|█▋        | 7721/46302 [8:12:05<40:57:05,  3.82s/it]
 17%|█▋        | 7722/46302 [8:12:08<40:56:36,  3.82s/it]
 17%|█▋        | 7723/46302 [8:12:12<40:55:45,  3.82s/it]
 17%|█▋        | 7724/46302 [8:12:16<40:56:07,  3.82s/it]
 17%|█▋        | 7725/46302 [8:12:20<40:55:56,  3.82s/it]
 17%|█▋        | 7726/46302 [8:12:24<40:56:03,  3.82s/it]
 17%|█▋        | 7727/46302 [8:12:27<40:56:35,  3.82s/it]
 17%|█▋        | 7728/46302 [8:12:31<40:57:08,  3.82s/it]
 17%|█▋        | 7729/46302 [8:12:35<40:57:07,  3.82s/it]
 17%|█▋        | 7730/46302 [8:12:39<40:56:58,  3.82s/it]
 17%|█▋        | 7731/46302 [8:12:43<40:57:03,  3.82s/it]
 17%|█▋        | 7732/46302 [8:12:47<40:56:42,  3.82s/it]
 17%|█▋        | 7733/46302 [8:12:50<40:57:17,  3.82s/it]
 17%|█▋        | 7734/46302 [8:12:54<40:56:56,  3.82s/it]
 17%|█▋        | 7735/46302 [8:12:58<40:57:26,  3.82s/it]
 17%|█▋        | 7736/46302 [8:13:02<40:57:18,  3.82s/it]
 17%|█▋        | 7737/46302 [8:13:06<40:57:00,  3.82s/it]
 17%|█▋        | 7738/46302 [8:13:10<40:56:19,  3.82s/it]
 17%|█▋        | 7739/46302 [8:13:13<40:55:57,  3.82s/it]
 17%|█▋        | 7740/46302 [8:13:17<40:56:04,  3.82s/it]
 17%|█▋        | 7741/46302 [8:13:21<40:55:33,  3.82s/it]
 17%|█▋        | 7742/46302 [8:13:25<40:55:09,  3.82s/it]
 17%|█▋        | 7743/46302 [8:13:29<40:55:19,  3.82s/it]
 17%|█▋        | 7744/46302 [8:13:32<40:55:21,  3.82s/it]
 17%|█▋        | 7745/46302 [8:13:36<40:56:02,  3.82s/it]
 17%|█▋        | 7746/46302 [8:13:40<40:55:57,  3.82s/it]
 17%|█▋        | 7747/46302 [8:13:44<40:56:12,  3.82s/it]
 17%|█▋        | 7748/46302 [8:13:48<40:56:45,  3.82s/it]
 17%|█▋        | 7749/46302 [8:13:52<40:56:01,  3.82s/it]
 17%|█▋        | 7750/46302 [8:13:55<40:55:14,  3.82s/it]
 17%|█▋        | 7751/46302 [8:13:59<40:55:27,  3.82s/it]
 17%|█▋        | 7752/46302 [8:14:03<40:54:57,  3.82s/it]
 17%|█▋        | 7753/46302 [8:14:07<40:54:31,  3.82s/it]
 17%|█▋        | 7754/46302 [8:14:11<40:54:09,  3.82s/it]
 17%|█▋        | 7755/46302 [8:14:14<40:54:34,  3.82s/it]
 17%|█▋        | 7756/46302 [8:14:18<40:54:11,  3.82s/it]
 17%|█▋        | 7757/46302 [8:14:22<40:54:13,  3.82s/it]
 17%|█▋        | 7758/46302 [8:14:26<40:53:17,  3.82s/it]
 17%|█▋        | 7759/46302 [8:14:30<40:52:49,  3.82s/it]
 17%|█▋        | 7760/46302 [8:14:34<40:53:22,  3.82s/it]
 17%|█▋        | 7761/46302 [8:14:37<40:53:10,  3.82s/it]
 17%|█▋        | 7762/46302 [8:14:41<40:53:05,  3.82s/it]
 17%|█▋        | 7763/46302 [8:14:45<40:53:06,  3.82s/it]
 17%|█▋        | 7764/46302 [8:14:49<40:52:31,  3.82s/it]
 17%|█▋        | 7765/46302 [8:14:53<40:52:39,  3.82s/it]
 17%|█▋        | 7766/46302 [8:14:56<40:52:12,  3.82s/it]
 17%|█▋        | 7767/46302 [8:15:00<40:52:56,  3.82s/it]
 17%|█▋        | 7768/46302 [8:15:04<40:52:52,  3.82s/it]
 17%|█▋        | 7769/46302 [8:15:08<40:52:59,  3.82s/it]
 17%|█▋        | 7770/46302 [8:15:12<40:53:05,  3.82s/it]
 17%|█▋        | 7771/46302 [8:15:16<40:51:23,  3.82s/it]
 17%|█▋        | 7772/46302 [8:15:19<40:50:52,  3.82s/it]
 17%|█▋        | 7773/46302 [8:15:23<40:49:17,  3.81s/it]
 17%|█▋        | 7774/46302 [8:15:27<40:49:36,  3.81s/it]
 17%|█▋        | 7775/46302 [8:15:31<40:50:23,  3.82s/it]
 17%|█▋        | 7776/46302 [8:15:35<40:50:47,  3.82s/it]
 17%|█▋        | 7777/46302 [8:15:38<40:50:28,  3.82s/it]
 17%|█▋        | 7778/46302 [8:15:42<40:50:57,  3.82s/it]
 17%|█▋        | 7779/46302 [8:15:46<40:50:44,  3.82s/it]
 17%|█▋        | 7780/46302 [8:15:50<40:50:15,  3.82s/it]
 17%|█▋        | 7781/46302 [8:15:54<40:50:33,  3.82s/it]
 17%|█▋        | 7782/46302 [8:15:58<40:51:23,  3.82s/it]
 17%|█▋        | 7783/46302 [8:16:01<40:50:35,  3.82s/it]
 17%|█▋        | 7784/46302 [8:16:05<40:50:44,  3.82s/it]
 17%|█▋        | 7785/46302 [8:16:09<40:50:30,  3.82s/it]
 17%|█▋        | 7786/46302 [8:16:13<40:50:21,  3.82s/it]
 17%|█▋        | 7787/46302 [8:16:17<40:50:25,  3.82s/it]
 17%|█▋        | 7788/46302 [8:16:20<40:49:44,  3.82s/it]
 17%|█▋        | 7789/46302 [8:16:24<40:50:09,  3.82s/it]
 17%|█▋        | 7790/46302 [8:16:28<40:49:14,  3.82s/it]
 17%|█▋        | 7791/46302 [8:16:32<40:48:30,  3.81s/it]
 17%|█▋        | 7792/46302 [8:16:36<40:47:55,  3.81s/it]
 17%|█▋        | 7793/46302 [8:16:40<40:48:14,  3.81s/it]
 17%|█▋        | 7794/46302 [8:16:43<40:48:13,  3.81s/it]
 17%|█▋        | 7795/46302 [8:16:47<40:48:08,  3.81s/it]
 17%|█▋        | 7796/46302 [8:16:51<40:48:05,  3.81s/it]
 17%|█▋        | 7797/46302 [8:16:55<40:47:31,  3.81s/it]
 17%|█▋        | 7798/46302 [8:16:59<40:46:37,  3.81s/it]
 17%|█▋        | 7799/46302 [8:17:02<40:47:19,  3.81s/it]
 17%|█▋        | 7800/46302 [8:17:06<40:47:30,  3.81s/it]
 17%|█▋        | 7801/46302 [8:17:10<40:47:12,  3.81s/it]
 17%|█▋        | 7802/46302 [8:17:14<40:47:23,  3.81s/it]
 17%|█▋        | 7803/46302 [8:17:18<40:47:40,  3.81s/it]
 17%|█▋        | 7804/46302 [8:17:21<40:48:01,  3.82s/it]
 17%|█▋        | 7805/46302 [8:17:25<40:47:32,  3.81s/it]
 17%|█▋        | 7806/46302 [8:17:29<40:46:35,  3.81s/it]
 17%|█▋        | 7807/46302 [8:17:33<40:47:20,  3.81s/it]
 17%|█▋        | 7808/46302 [8:17:37<40:47:06,  3.81s/it]
 17%|█▋        | 7809/46302 [8:17:41<40:47:05,  3.81s/it]
 17%|█▋        | 7810/46302 [8:17:44<40:47:17,  3.81s/it]
 17%|█▋        | 7811/46302 [8:17:48<40:47:32,  3.82s/it]
 17%|█▋        | 7812/46302 [8:17:52<40:47:10,  3.81s/it]
 17%|█▋        | 7813/46302 [8:17:56<40:47:42,  3.82s/it]
 17%|█▋        | 7814/46302 [8:18:00<40:47:43,  3.82s/it]
 17%|█▋        | 7815/46302 [8:18:03<40:47:21,  3.82s/it]
 17%|█▋        | 7816/46302 [8:18:07<40:47:19,  3.82s/it]
 17%|█▋        | 7817/46302 [8:18:11<40:47:52,  3.82s/it]
 17%|█▋        | 7818/46302 [8:18:15<40:47:31,  3.82s/it]
 17%|█▋        | 7819/46302 [8:18:19<40:47:42,  3.82s/it]
 17%|█▋        | 7820/46302 [8:18:23<40:47:46,  3.82s/it]
 17%|█▋        | 7821/46302 [8:18:26<40:48:10,  3.82s/it]
 17%|█▋        | 7822/46302 [8:18:30<40:46:55,  3.82s/it]
 17%|█▋        | 7823/46302 [8:18:34<40:47:24,  3.82s/it]
 17%|█▋        | 7824/46302 [8:18:38<40:46:53,  3.82s/it]
 17%|█▋        | 7825/46302 [8:18:42<40:46:18,  3.81s/it]
 17%|█▋        | 7826/46302 [8:18:45<40:47:08,  3.82s/it]
 17%|█▋        | 7827/46302 [8:18:49<40:47:29,  3.82s/it]
 17%|█▋        | 7828/46302 [8:18:53<40:47:13,  3.82s/it]
 17%|█▋        | 7829/46302 [8:18:57<40:46:43,  3.82s/it]
 17%|█▋        | 7830/46302 [8:19:01<40:46:44,  3.82s/it]
 17%|█▋        | 7831/46302 [8:19:04<40:46:09,  3.82s/it]
 17%|█▋        | 7832/46302 [8:19:08<40:46:38,  3.82s/it]
 17%|█▋        | 7833/46302 [8:19:12<40:46:47,  3.82s/it]
 17%|█▋        | 7834/46302 [8:19:16<40:47:24,  3.82s/it]
 17%|█▋        | 7835/46302 [8:19:20<40:47:16,  3.82s/it]
 17%|█▋        | 7836/46302 [8:19:24<40:48:17,  3.82s/it]
 17%|█▋        | 7837/46302 [8:19:27<40:47:43,  3.82s/it]
 17%|█▋        | 7838/46302 [8:19:31<40:47:39,  3.82s/it]
 17%|█▋        | 7839/46302 [8:19:35<40:47:16,  3.82s/it]
 17%|█▋        | 7840/46302 [8:19:39<40:47:12,  3.82s/it]
 17%|█▋        | 7841/46302 [8:19:43<40:46:15,  3.82s/it]
 17%|█▋        | 7842/46302 [8:19:46<40:46:08,  3.82s/it]
 17%|█▋        | 7843/46302 [8:19:50<40:47:01,  3.82s/it]
 17%|█▋        | 7844/46302 [8:19:54<40:46:28,  3.82s/it]
 17%|█▋        | 7845/46302 [8:19:58<40:46:43,  3.82s/it]
 17%|█▋        | 7846/46302 [8:20:02<40:46:07,  3.82s/it]
 17%|█▋        | 7847/46302 [8:20:06<40:46:08,  3.82s/it]
 17%|█▋        | 7848/46302 [8:20:09<40:46:01,  3.82s/it]
 17%|█▋        | 7849/46302 [8:20:13<40:45:55,  3.82s/it]
 17%|█▋        | 7850/46302 [8:20:17<40:46:00,  3.82s/it]
 17%|█▋        | 7851/46302 [8:20:21<40:45:59,  3.82s/it]
 17%|█▋        | 7852/46302 [8:20:25<40:45:01,  3.82s/it]
 17%|█▋        | 7853/46302 [8:20:28<40:45:24,  3.82s/it]
 17%|█▋        | 7854/46302 [8:20:32<40:44:55,  3.82s/it]
 17%|█▋        | 7855/46302 [8:20:36<40:44:45,  3.82s/it]
 17%|█▋        | 7856/46302 [8:20:40<40:44:10,  3.81s/it]
 17%|█▋        | 7857/46302 [8:20:44<40:43:26,  3.81s/it]
 17%|█▋        | 7858/46302 [8:20:48<40:43:12,  3.81s/it]
 17%|█▋        | 7859/46302 [8:20:51<40:43:58,  3.81s/it]
 17%|█▋        | 7860/46302 [8:20:55<40:43:59,  3.81s/it]
 17%|█▋        | 7861/46302 [8:20:59<40:44:57,  3.82s/it]
 17%|█▋        | 7862/46302 [8:21:03<40:44:36,  3.82s/it]
 17%|█▋        | 7863/46302 [8:21:07<40:44:32,  3.82s/it]
 17%|█▋        | 7864/46302 [8:21:10<40:44:47,  3.82s/it]
 17%|█▋        | 7865/46302 [8:21:14<40:45:12,  3.82s/it]
 17%|█▋        | 7866/46302 [8:21:18<40:45:14,  3.82s/it]
 17%|█▋        | 7867/46302 [8:21:22<40:44:53,  3.82s/it]
 17%|█▋        | 7868/46302 [8:21:26<40:44:09,  3.82s/it]
 17%|█▋        | 7869/46302 [8:21:30<40:43:55,  3.82s/it]
 17%|█▋        | 7870/46302 [8:21:33<40:43:37,  3.81s/it]
 17%|█▋        | 7871/46302 [8:21:37<40:42:57,  3.81s/it]
 17%|█▋        | 7872/46302 [8:21:41<40:44:10,  3.82s/it]
 17%|█▋        | 7873/46302 [8:21:45<40:44:22,  3.82s/it]
 17%|█▋        | 7874/46302 [8:21:49<40:44:02,  3.82s/it]
 17%|█▋        | 7875/46302 [8:21:52<40:44:50,  3.82s/it]
 17%|█▋        | 7876/46302 [8:21:56<40:43:59,  3.82s/it]
 17%|█▋        | 7877/46302 [8:22:00<40:44:57,  3.82s/it]
 17%|█▋        | 7878/46302 [8:22:04<40:45:09,  3.82s/it]
 17%|█▋        | 7879/46302 [8:22:08<40:44:56,  3.82s/it]
 17%|█▋        | 7880/46302 [8:22:11<40:44:42,  3.82s/it]
 17%|█▋        | 7881/46302 [8:22:15<40:44:33,  3.82s/it]
 17%|█▋        | 7882/46302 [8:22:19<40:44:51,  3.82s/it]
 17%|█▋        | 7883/46302 [8:22:23<40:43:59,  3.82s/it]
 17%|█▋        | 7884/46302 [8:22:27<40:43:08,  3.82s/it]
 17%|█▋        | 7885/46302 [8:22:31<40:43:40,  3.82s/it]
 17%|█▋        | 7886/46302 [8:22:34<40:42:39,  3.82s/it]
 17%|█▋        | 7887/46302 [8:22:38<40:42:59,  3.82s/it]
 17%|█▋        | 7888/46302 [8:22:42<40:43:51,  3.82s/it]
 17%|█▋        | 7889/46302 [8:22:46<40:44:26,  3.82s/it]
 17%|█▋        | 7890/46302 [8:22:50<40:44:21,  3.82s/it]
 17%|█▋        | 7891/46302 [8:22:53<40:43:21,  3.82s/it]
 17%|█▋        | 7892/46302 [8:22:57<40:42:34,  3.82s/it]
 17%|█▋        | 7893/46302 [8:23:01<40:41:58,  3.81s/it]
 17%|█▋        | 7894/46302 [8:23:05<40:42:19,  3.82s/it]
 17%|█▋        | 7895/46302 [8:23:09<40:42:42,  3.82s/it]
 17%|█▋        | 7896/46302 [8:23:13<40:41:51,  3.81s/it]
 17%|█▋        | 7897/46302 [8:23:16<40:41:37,  3.81s/it]
 17%|█▋        | 7898/46302 [8:23:20<40:40:58,  3.81s/it]
 17%|█▋        | 7899/46302 [8:23:24<40:41:32,  3.81s/it]
 17%|█▋        | 7900/46302 [8:23:28<40:42:16,  3.82s/it]
 17%|█▋        | 7901/46302 [8:23:32<40:42:42,  3.82s/it]
 17%|█▋        | 7902/46302 [8:23:35<40:42:26,  3.82s/it]
 17%|█▋        | 7903/46302 [8:23:39<40:42:45,  3.82s/it]
 17%|█▋        | 7904/46302 [8:23:43<40:42:30,  3.82s/it]
 17%|█▋        | 7905/46302 [8:23:47<40:43:03,  3.82s/it]
 17%|█▋        | 7906/46302 [8:23:51<40:42:07,  3.82s/it]
 17%|█▋        | 7907/46302 [8:23:55<40:42:10,  3.82s/it]
 17%|█▋        | 7908/46302 [8:23:58<40:41:48,  3.82s/it]
 17%|█▋        | 7909/46302 [8:24:02<40:41:10,  3.82s/it]
 17%|█▋        | 7910/46302 [8:24:06<40:41:29,  3.82s/it]
 17%|█▋        | 7911/46302 [8:24:10<40:41:33,  3.82s/it]
 17%|█▋        | 7912/46302 [8:24:14<40:42:15,  3.82s/it]
 17%|█▋        | 7913/46302 [8:24:17<40:42:29,  3.82s/it]
 17%|█▋        | 7914/46302 [8:24:21<40:42:40,  3.82s/it]
 17%|█▋        | 7915/46302 [8:24:25<40:42:02,  3.82s/it]
 17%|█▋        | 7916/46302 [8:24:29<40:42:10,  3.82s/it]
 17%|█▋        | 7917/46302 [8:24:33<40:42:07,  3.82s/it]
 17%|█▋        | 7918/46302 [8:24:37<40:42:18,  3.82s/it]
 17%|█▋        | 7919/46302 [8:24:40<40:41:15,  3.82s/it]
 17%|█▋        | 7920/46302 [8:24:44<40:40:59,  3.82s/it]
 17%|█▋        | 7921/46302 [8:24:48<40:40:35,  3.82s/it]
 17%|█▋        | 7922/46302 [8:24:52<40:40:33,  3.82s/it]
 17%|█▋        | 7923/46302 [8:24:56<40:39:46,  3.81s/it]
 17%|█▋        | 7924/46302 [8:24:59<40:40:56,  3.82s/it]
 17%|█▋        | 7925/46302 [8:25:03<40:40:31,  3.82s/it]
 17%|█▋        | 7926/46302 [8:25:07<40:40:42,  3.82s/it]
 17%|█▋        | 7927/46302 [8:25:11<40:41:20,  3.82s/it]
 17%|█▋        | 7928/46302 [8:25:15<40:41:46,  3.82s/it]
 17%|█▋        | 7929/46302 [8:25:18<40:42:36,  3.82s/it]
 17%|█▋        | 7930/46302 [8:25:22<40:42:00,  3.82s/it]
 17%|█▋        | 7931/46302 [8:25:26<40:41:19,  3.82s/it]
 17%|█▋        | 7932/46302 [8:25:30<40:41:08,  3.82s/it]
 17%|█▋        | 7933/46302 [8:25:34<40:41:21,  3.82s/it]
 17%|█▋        | 7934/46302 [8:25:38<40:41:50,  3.82s/it]
 17%|█▋        | 7935/46302 [8:25:41<40:40:56,  3.82s/it]
 17%|█▋        | 7936/46302 [8:25:45<40:40:56,  3.82s/it]
 17%|█▋        | 7937/46302 [8:25:49<40:40:17,  3.82s/it]
 17%|█▋        | 7938/46302 [8:25:53<40:40:17,  3.82s/it]
 17%|█▋        | 7939/46302 [8:25:57<40:40:57,  3.82s/it]
 17%|█▋        | 7940/46302 [8:26:00<40:41:09,  3.82s/it]
 17%|█▋        | 7941/46302 [8:26:04<40:40:30,  3.82s/it]
 17%|█▋        | 7942/46302 [8:26:08<40:40:11,  3.82s/it]
 17%|█▋        | 7943/46302 [8:26:12<40:40:28,  3.82s/it]
 17%|█▋        | 7944/46302 [8:26:16<40:39:37,  3.82s/it]
 17%|█▋        | 7945/46302 [8:26:20<40:38:34,  3.81s/it]
 17%|█▋        | 7946/46302 [8:26:23<40:38:12,  3.81s/it]
 17%|█▋        | 7947/46302 [8:26:27<40:38:51,  3.82s/it]
 17%|█▋        | 7948/46302 [8:26:31<40:39:21,  3.82s/it]
 17%|█▋        | 7949/46302 [8:26:35<40:38:21,  3.81s/it]
 17%|█▋        | 7950/46302 [8:26:39<40:38:53,  3.82s/it]
 17%|█▋        | 7951/46302 [8:26:42<40:38:42,  3.82s/it]
 17%|█▋        | 7952/46302 [8:26:46<40:38:51,  3.82s/it]
 17%|█▋        | 7953/46302 [8:26:50<40:38:26,  3.82s/it]
 17%|█▋        | 7954/46302 [8:26:54<40:39:07,  3.82s/it]
 17%|█▋        | 7955/46302 [8:26:58<40:39:33,  3.82s/it]
 17%|█▋        | 7956/46302 [8:27:02<40:39:35,  3.82s/it]
 17%|█▋        | 7957/46302 [8:27:05<40:38:48,  3.82s/it]
 17%|█▋        | 7958/46302 [8:27:09<40:38:29,  3.82s/it]
 17%|█▋        | 7959/46302 [8:27:13<40:37:45,  3.81s/it]
 17%|█▋        | 7960/46302 [8:27:17<40:38:15,  3.82s/it]
 17%|█▋        | 7961/46302 [8:27:21<40:37:42,  3.81s/it]
 17%|█▋        | 7962/46302 [8:27:24<40:38:19,  3.82s/it]
 17%|█▋        | 7963/46302 [8:27:28<40:39:04,  3.82s/it]
 17%|█▋        | 7964/46302 [8:27:32<40:38:11,  3.82s/it]
 17%|█▋        | 7965/46302 [8:27:36<40:37:33,  3.81s/it]
 17%|█▋        | 7966/46302 [8:27:40<40:38:29,  3.82s/it]
 17%|█▋        | 7967/46302 [8:27:44<40:38:30,  3.82s/it]
 17%|█▋        | 7968/46302 [8:27:47<40:38:12,  3.82s/it]
 17%|█▋        | 7969/46302 [8:27:51<40:38:13,  3.82s/it]
 17%|█▋        | 7970/46302 [8:27:55<40:37:51,  3.82s/it]
 17%|█▋        | 7971/46302 [8:27:59<40:37:58,  3.82s/it]
 17%|█▋        | 7972/46302 [8:28:03<40:37:20,  3.82s/it]
 17%|█▋        | 7973/46302 [8:28:06<40:37:00,  3.81s/it]
 17%|█▋        | 7974/46302 [8:28:10<40:36:28,  3.81s/it]
 17%|█▋        | 7975/46302 [8:28:14<40:37:35,  3.82s/it]
 17%|█▋        | 7976/46302 [8:28:18<40:37:13,  3.82s/it]
 17%|█▋        | 7977/46302 [8:28:22<40:37:05,  3.82s/it]
 17%|█▋        | 7978/46302 [8:28:25<40:37:30,  3.82s/it]
 17%|█▋        | 7979/46302 [8:28:29<40:37:11,  3.82s/it]
 17%|█▋        | 7980/46302 [8:28:33<40:37:17,  3.82s/it]
 17%|█▋        | 7981/46302 [8:28:37<40:37:51,  3.82s/it]
 17%|█▋        | 7982/46302 [8:28:41<40:37:15,  3.82s/it]
 17%|█▋        | 7983/46302 [8:28:45<40:37:39,  3.82s/it]
 17%|█▋        | 7984/46302 [8:28:48<40:36:16,  3.81s/it]
 17%|█▋        | 7985/46302 [8:28:52<40:36:45,  3.82s/it]
 17%|█▋        | 7986/46302 [8:28:56<40:36:35,  3.82s/it]
 17%|█▋        | 7987/46302 [8:29:00<40:36:42,  3.82s/it]
 17%|█▋        | 7988/46302 [8:29:04<40:37:12,  3.82s/it]
 17%|█▋        | 7989/46302 [8:29:07<40:36:16,  3.82s/it]
 17%|█▋        | 7990/46302 [8:29:11<40:35:11,  3.81s/it]
 17%|█▋        | 7991/46302 [8:29:15<40:35:48,  3.81s/it]
 17%|█▋        | 7992/46302 [8:29:19<40:36:17,  3.82s/it]
 17%|█▋        | 7993/46302 [8:29:23<40:36:31,  3.82s/it]
 17%|█▋        | 7994/46302 [8:29:27<40:36:33,  3.82s/it]
 17%|█▋        | 7995/46302 [8:29:30<40:36:10,  3.82s/it]
 17%|█▋        | 7996/46302 [8:29:34<40:35:42,  3.82s/it]
 17%|█▋        | 7997/46302 [8:29:38<40:35:56,  3.82s/it]
 17%|█▋        | 7998/46302 [8:29:42<40:36:41,  3.82s/it]
 17%|█▋        | 7999/46302 [8:29:46<40:36:04,  3.82s/it]
 17%|█▋        | 8000/46302 [8:29:49<40:31:30,  3.81s/it]
                                                         
{'loss': 3.4824, 'learning_rate': 0.004227407178491016, 'epoch': 0.17}

 17%|█▋        | 8000/46302 [8:29:49<40:31:30,  3.81s/it]
 17%|█▋        | 8001/46302 [8:29:53<40:33:14,  3.81s/it]
 17%|█▋        | 8002/46302 [8:29:57<40:33:26,  3.81s/it]
 17%|█▋        | 8003/46302 [8:30:01<40:32:35,  3.81s/it]
 17%|█▋        | 8004/46302 [8:30:05<40:33:46,  3.81s/it]
 17%|█▋        | 8005/46302 [8:30:08<40:32:38,  3.81s/it]
 17%|█▋        | 8006/46302 [8:30:12<40:33:39,  3.81s/it]
 17%|█▋        | 8007/46302 [8:30:16<40:34:36,  3.81s/it]
 17%|█▋        | 8008/46302 [8:30:20<40:34:03,  3.81s/it]
 17%|█▋        | 8009/46302 [8:30:24<40:33:59,  3.81s/it]
 17%|█▋        | 8010/46302 [8:30:28<40:33:25,  3.81s/it]
 17%|█▋        | 8011/46302 [8:30:31<40:33:38,  3.81s/it]
 17%|█▋        | 8012/46302 [8:30:35<40:33:35,  3.81s/it]
 17%|█▋        | 8013/46302 [8:30:39<40:32:48,  3.81s/it]
 17%|█▋        | 8014/46302 [8:30:43<40:32:49,  3.81s/it]
 17%|█▋        | 8015/46302 [8:30:47<40:33:24,  3.81s/it]
 17%|█▋        | 8016/46302 [8:30:50<40:33:38,  3.81s/it]
 17%|█▋        | 8017/46302 [8:30:54<40:33:20,  3.81s/it]
 17%|█▋        | 8018/46302 [8:30:58<40:33:53,  3.81s/it]
 17%|█▋        | 8019/46302 [8:31:02<40:33:37,  3.81s/it]
 17%|█▋        | 8020/46302 [8:31:06<40:33:56,  3.81s/it]
 17%|█▋        | 8021/46302 [8:31:09<40:34:01,  3.81s/it]
 17%|█▋        | 8022/46302 [8:31:13<40:33:02,  3.81s/it]
 17%|█▋        | 8023/46302 [8:31:17<40:32:31,  3.81s/it]
 17%|█▋        | 8024/46302 [8:31:21<40:33:27,  3.81s/it]
 17%|█▋        | 8025/46302 [8:31:25<40:33:18,  3.81s/it]
 17%|█▋        | 8026/46302 [8:31:29<40:33:28,  3.81s/it]
 17%|█▋        | 8027/46302 [8:31:32<40:33:05,  3.81s/it]
 17%|█▋        | 8028/46302 [8:31:36<40:32:27,  3.81s/it]
 17%|█▋        | 8029/46302 [8:31:40<40:32:19,  3.81s/it]
 17%|█▋        | 8030/46302 [8:31:44<40:32:29,  3.81s/it]
 17%|█▋        | 8031/46302 [8:31:48<40:33:06,  3.81s/it]
 17%|█▋        | 8032/46302 [8:31:51<40:33:49,  3.82s/it]
 17%|█▋        | 8033/46302 [8:31:55<40:33:39,  3.82s/it]
 17%|█▋        | 8034/46302 [8:31:59<40:33:33,  3.82s/it]
 17%|█▋        | 8035/46302 [8:32:03<40:33:33,  3.82s/it]
 17%|█▋        | 8036/46302 [8:32:07<40:33:29,  3.82s/it]
 17%|█▋        | 8037/46302 [8:32:11<40:33:27,  3.82s/it]
 17%|█▋        | 8038/46302 [8:32:14<40:32:54,  3.81s/it]
 17%|█▋        | 8039/46302 [8:32:18<40:33:15,  3.82s/it]
 17%|█▋        | 8040/46302 [8:32:22<40:33:22,  3.82s/it]
 17%|█▋        | 8041/46302 [8:32:26<40:33:24,  3.82s/it]
 17%|█▋        | 8042/46302 [8:32:30<40:32:56,  3.82s/it]
 17%|█▋        | 8043/46302 [8:32:33<40:33:11,  3.82s/it]
 17%|█▋        | 8044/46302 [8:32:37<40:33:15,  3.82s/it]
 17%|█▋        | 8045/46302 [8:32:41<40:33:33,  3.82s/it]
 17%|█▋        | 8046/46302 [8:32:45<40:33:24,  3.82s/it]
 17%|█▋        | 8047/46302 [8:32:49<40:32:26,  3.82s/it]
 17%|█▋        | 8048/46302 [8:32:53<40:32:31,  3.82s/it]
 17%|█▋        | 8049/46302 [8:32:56<40:32:09,  3.81s/it]
 17%|█▋        | 8050/46302 [8:33:00<40:32:04,  3.81s/it]
 17%|█▋        | 8051/46302 [8:33:04<40:32:26,  3.82s/it]
 17%|█▋        | 8052/46302 [8:33:08<40:32:30,  3.82s/it]
 17%|█▋        | 8053/46302 [8:33:12<40:33:11,  3.82s/it]
 17%|█▋        | 8054/46302 [8:33:15<40:33:38,  3.82s/it]
 17%|█▋        | 8055/46302 [8:33:19<40:32:51,  3.82s/it]
 17%|█▋        | 8056/46302 [8:33:23<40:33:15,  3.82s/it]
 17%|█▋        | 8057/46302 [8:33:27<40:32:08,  3.82s/it]
 17%|█▋        | 8058/46302 [8:33:31<40:32:24,  3.82s/it]
 17%|█▋        | 8059/46302 [8:33:34<40:31:48,  3.82s/it]
 17%|█▋        | 8060/46302 [8:33:38<40:31:43,  3.82s/it]
 17%|█▋        | 8061/46302 [8:33:42<40:31:20,  3.81s/it]
 17%|█▋        | 8062/46302 [8:33:46<40:30:54,  3.81s/it]
 17%|█▋        | 8063/46302 [8:33:50<40:30:32,  3.81s/it]
 17%|█▋        | 8064/46302 [8:33:54<40:31:10,  3.81s/it]
 17%|█▋        | 8065/46302 [8:33:57<40:31:18,  3.82s/it]
 17%|█▋        | 8066/46302 [8:34:01<40:30:34,  3.81s/it]
 17%|█▋        | 8067/46302 [8:34:05<40:31:41,  3.82s/it]
 17%|█▋        | 8068/46302 [8:34:09<40:31:11,  3.82s/it]
 17%|█▋        | 8069/46302 [8:34:13<40:30:32,  3.81s/it]
 17%|█▋        | 8070/46302 [8:34:16<40:30:25,  3.81s/it]
 17%|█▋        | 8071/46302 [8:34:20<40:30:30,  3.81s/it]
 17%|█▋        | 8072/46302 [8:34:24<40:31:44,  3.82s/it]
 17%|█▋        | 8073/46302 [8:34:28<40:31:32,  3.82s/it]
 17%|█▋        | 8074/46302 [8:34:32<40:31:15,  3.82s/it]
 17%|█▋        | 8075/46302 [8:34:36<40:30:44,  3.82s/it]
 17%|█▋        | 8076/46302 [8:34:39<40:29:50,  3.81s/it]
 17%|█▋        | 8077/46302 [8:34:43<40:29:51,  3.81s/it]
 17%|█▋        | 8078/46302 [8:34:47<40:29:30,  3.81s/it]
 17%|█▋        | 8079/46302 [8:34:51<40:29:34,  3.81s/it]
 17%|█▋        | 8080/46302 [8:34:55<40:30:10,  3.81s/it]
 17%|█▋        | 8081/46302 [8:34:58<40:29:37,  3.81s/it]
 17%|█▋        | 8082/46302 [8:35:02<40:29:52,  3.81s/it]
 17%|█▋        | 8083/46302 [8:35:06<40:29:38,  3.81s/it]
 17%|█▋        | 8084/46302 [8:35:10<40:28:29,  3.81s/it]
 17%|█▋        | 8085/46302 [8:35:14<40:29:08,  3.81s/it]
 17%|█▋        | 8086/46302 [8:35:17<40:29:03,  3.81s/it]
 17%|█▋        | 8087/46302 [8:35:21<40:29:26,  3.81s/it]
 17%|█▋        | 8088/46302 [8:35:25<40:29:15,  3.81s/it]
 17%|█▋        | 8089/46302 [8:35:29<40:30:04,  3.82s/it]
 17%|█▋        | 8090/46302 [8:35:33<40:30:00,  3.82s/it]
 17%|█▋        | 8091/46302 [8:35:37<40:30:09,  3.82s/it]
 17%|█▋        | 8092/46302 [8:35:40<40:30:13,  3.82s/it]
 17%|█▋        | 8093/46302 [8:35:44<40:30:16,  3.82s/it]
 17%|█▋        | 8094/46302 [8:35:48<40:30:30,  3.82s/it]
 17%|█▋        | 8095/46302 [8:35:52<40:29:57,  3.82s/it]
 17%|█▋        | 8096/46302 [8:35:56<40:30:18,  3.82s/it]
 17%|█▋        | 8097/46302 [8:35:59<40:30:38,  3.82s/it]
 17%|█▋        | 8098/46302 [8:36:03<40:30:18,  3.82s/it]
 17%|█▋        | 8099/46302 [8:36:07<40:30:04,  3.82s/it]
 17%|█▋        | 8100/46302 [8:36:11<40:29:16,  3.82s/it]
 17%|█▋        | 8101/46302 [8:36:15<40:28:14,  3.81s/it]
 17%|█▋        | 8102/46302 [8:36:19<40:28:40,  3.81s/it]
 18%|█▊        | 8103/46302 [8:36:22<40:28:22,  3.81s/it]
 18%|█▊        | 8104/46302 [8:36:26<40:27:33,  3.81s/it]
 18%|█▊        | 8105/46302 [8:36:30<40:27:28,  3.81s/it]
 18%|█▊        | 8106/46302 [8:36:34<40:28:14,  3.81s/it]
 18%|█▊        | 8107/46302 [8:36:38<40:28:52,  3.82s/it]
 18%|█▊        | 8108/46302 [8:36:41<40:29:04,  3.82s/it]
 18%|█▊        | 8109/46302 [8:36:45<40:29:07,  3.82s/it]
 18%|█▊        | 8110/46302 [8:36:49<40:28:36,  3.82s/it]
 18%|█▊        | 8111/46302 [8:36:53<40:28:05,  3.81s/it]
 18%|█▊        | 8112/46302 [8:36:57<40:28:04,  3.81s/it]
 18%|█▊        | 8113/46302 [8:37:00<40:27:34,  3.81s/it]
 18%|█▊        | 8114/46302 [8:37:04<40:27:40,  3.81s/it]
 18%|█▊        | 8115/46302 [8:37:08<40:27:50,  3.81s/it]
 18%|█▊        | 8116/46302 [8:37:12<40:27:29,  3.81s/it]
 18%|█▊        | 8117/46302 [8:37:16<40:27:05,  3.81s/it]
 18%|█▊        | 8118/46302 [8:37:20<40:27:15,  3.81s/it]
 18%|█▊        | 8119/46302 [8:37:23<40:27:30,  3.81s/it]
 18%|█▊        | 8120/46302 [8:37:27<40:28:11,  3.82s/it]
 18%|█▊        | 8121/46302 [8:37:31<40:28:02,  3.82s/it]
 18%|█▊        | 8122/46302 [8:37:35<40:27:35,  3.81s/it]
 18%|█▊        | 8123/46302 [8:37:39<40:27:44,  3.82s/it]
 18%|█▊        | 8124/46302 [8:37:42<40:27:43,  3.82s/it]
 18%|█▊        | 8125/46302 [8:37:46<40:27:58,  3.82s/it]
 18%|█▊        | 8126/46302 [8:37:50<40:28:09,  3.82s/it]
 18%|█▊        | 8127/46302 [8:37:54<40:27:04,  3.81s/it]
 18%|█▊        | 8128/46302 [8:37:58<40:26:14,  3.81s/it]
 18%|█▊        | 8129/46302 [8:38:02<40:26:49,  3.81s/it]
 18%|█▊        | 8130/46302 [8:38:05<40:26:29,  3.81s/it]
 18%|█▊        | 8131/46302 [8:38:09<40:26:07,  3.81s/it]
 18%|█▊        | 8132/46302 [8:38:13<40:25:58,  3.81s/it]
 18%|█▊        | 8133/46302 [8:38:17<40:26:32,  3.81s/it]
 18%|█▊        | 8134/46302 [8:38:21<40:26:42,  3.81s/it]
 18%|█▊        | 8135/46302 [8:38:24<40:27:18,  3.82s/it]
 18%|█▊        | 8136/46302 [8:38:28<40:27:58,  3.82s/it]
 18%|█▊        | 8137/46302 [8:38:32<40:28:22,  3.82s/it]
 18%|█▊        | 8138/46302 [8:38:36<40:27:48,  3.82s/it]
 18%|█▊        | 8139/46302 [8:38:40<40:26:45,  3.82s/it]
 18%|█▊        | 8140/46302 [8:38:43<40:27:25,  3.82s/it]
 18%|█▊        | 8141/46302 [8:38:47<40:27:02,  3.82s/it]
 18%|█▊        | 8142/46302 [8:38:51<40:26:30,  3.82s/it]
 18%|█▊        | 8143/46302 [8:38:55<40:25:40,  3.81s/it]
 18%|█▊        | 8144/46302 [8:38:59<40:25:37,  3.81s/it]
 18%|█▊        | 8145/46302 [8:39:03<40:26:06,  3.81s/it]
 18%|█▊        | 8146/46302 [8:39:06<40:26:35,  3.82s/it]
 18%|█▊        | 8147/46302 [8:39:10<40:26:42,  3.82s/it]
 18%|█▊        | 8148/46302 [8:39:14<40:26:24,  3.82s/it]
 18%|█▊        | 8149/46302 [8:39:18<40:26:48,  3.82s/it]
 18%|█▊        | 8150/46302 [8:39:22<40:26:38,  3.82s/it]
 18%|█▊        | 8151/46302 [8:39:25<40:26:36,  3.82s/it]
 18%|█▊        | 8152/46302 [8:39:29<40:26:39,  3.82s/it]
 18%|█▊        | 8153/46302 [8:39:33<40:27:04,  3.82s/it]
 18%|█▊        | 8154/46302 [8:39:37<40:27:25,  3.82s/it]
 18%|█▊        | 8155/46302 [8:39:41<40:26:54,  3.82s/it]
 18%|█▊        | 8156/46302 [8:39:45<40:26:23,  3.82s/it]
 18%|█▊        | 8157/46302 [8:39:48<40:26:05,  3.82s/it]
 18%|█▊        | 8158/46302 [8:39:52<40:25:34,  3.82s/it]
 18%|█▊        | 8159/46302 [8:39:56<40:25:24,  3.82s/it]
 18%|█▊        | 8160/46302 [8:40:00<40:25:46,  3.82s/it]
 18%|█▊        | 8161/46302 [8:40:04<40:26:58,  3.82s/it]
 18%|█▊        | 8162/46302 [8:40:07<40:27:18,  3.82s/it]
 18%|█▊        | 8163/46302 [8:40:11<40:27:26,  3.82s/it]
 18%|█▊        | 8164/46302 [8:40:15<40:26:21,  3.82s/it]
 18%|█▊        | 8165/46302 [8:40:19<40:26:35,  3.82s/it]
 18%|█▊        | 8166/46302 [8:40:23<40:26:59,  3.82s/it]
 18%|█▊        | 8167/46302 [8:40:27<40:26:19,  3.82s/it]
 18%|█▊        | 8168/46302 [8:40:30<40:26:28,  3.82s/it]
 18%|█▊        | 8169/46302 [8:40:34<40:25:48,  3.82s/it]
 18%|█▊        | 8170/46302 [8:40:38<40:25:59,  3.82s/it]
 18%|█▊        | 8171/46302 [8:40:42<40:25:00,  3.82s/it]
 18%|█▊        | 8172/46302 [8:40:46<40:25:29,  3.82s/it]
 18%|█▊        | 8173/46302 [8:40:49<40:25:50,  3.82s/it]
 18%|█▊        | 8174/46302 [8:40:53<40:26:11,  3.82s/it]
 18%|█▊        | 8175/46302 [8:40:57<40:25:16,  3.82s/it]
 18%|█▊        | 8176/46302 [8:41:01<40:25:22,  3.82s/it]
 18%|█▊        | 8177/46302 [8:41:05<40:24:48,  3.82s/it]
 18%|█▊        | 8178/46302 [8:41:09<40:24:42,  3.82s/it]
 18%|█▊        | 8179/46302 [8:41:12<40:24:41,  3.82s/it]
 18%|█▊        | 8180/46302 [8:41:16<40:25:03,  3.82s/it]
 18%|█▊        | 8181/46302 [8:41:20<40:25:03,  3.82s/it]
 18%|█▊        | 8182/46302 [8:41:24<40:24:34,  3.82s/it]
 18%|█▊        | 8183/46302 [8:41:28<40:24:51,  3.82s/it]
 18%|█▊        | 8184/46302 [8:41:31<40:24:41,  3.82s/it]
 18%|█▊        | 8185/46302 [8:41:35<40:23:57,  3.82s/it]
 18%|█▊        | 8186/46302 [8:41:39<40:23:31,  3.81s/it]
 18%|█▊        | 8187/46302 [8:41:43<40:22:54,  3.81s/it]
 18%|█▊        | 8188/46302 [8:41:47<40:23:08,  3.81s/it]
 18%|█▊        | 8189/46302 [8:41:50<40:23:13,  3.81s/it]
 18%|█▊        | 8190/46302 [8:41:54<40:22:49,  3.81s/it]
 18%|█▊        | 8191/46302 [8:41:58<40:22:44,  3.81s/it]
 18%|█▊        | 8192/46302 [8:42:02<40:22:16,  3.81s/it]
 18%|█▊        | 8193/46302 [8:42:06<40:22:02,  3.81s/it]
 18%|█▊        | 8194/46302 [8:42:10<40:22:36,  3.81s/it]
 18%|█▊        | 8195/46302 [8:42:13<40:23:06,  3.82s/it]
 18%|█▊        | 8196/46302 [8:42:17<40:23:36,  3.82s/it]
 18%|█▊        | 8197/46302 [8:42:21<40:23:36,  3.82s/it]
 18%|█▊        | 8198/46302 [8:42:25<40:23:35,  3.82s/it]
 18%|█▊        | 8199/46302 [8:42:29<40:21:40,  3.81s/it]
 18%|█▊        | 8200/46302 [8:42:32<40:21:38,  3.81s/it]
 18%|█▊        | 8201/46302 [8:42:36<40:22:08,  3.81s/it]
 18%|█▊        | 8202/46302 [8:42:40<40:22:43,  3.82s/it]
 18%|█▊        | 8203/46302 [8:42:44<40:22:29,  3.82s/it]
 18%|█▊        | 8204/46302 [8:42:48<40:22:51,  3.82s/it]
 18%|█▊        | 8205/46302 [8:42:52<40:23:02,  3.82s/it]
 18%|█▊        | 8206/46302 [8:42:55<40:22:31,  3.82s/it]
 18%|█▊        | 8207/46302 [8:42:59<40:22:35,  3.82s/it]
 18%|█▊        | 8208/46302 [8:43:03<40:22:47,  3.82s/it]
 18%|█▊        | 8209/46302 [8:43:07<40:23:16,  3.82s/it]
 18%|█▊        | 8210/46302 [8:43:11<40:23:50,  3.82s/it]
 18%|█▊        | 8211/46302 [8:43:14<40:24:36,  3.82s/it]
 18%|█▊        | 8212/46302 [8:43:18<40:25:21,  3.82s/it]
 18%|█▊        | 8213/46302 [8:43:22<40:26:00,  3.82s/it]
 18%|█▊        | 8214/46302 [8:43:26<40:25:52,  3.82s/it]
 18%|█▊        | 8215/46302 [8:43:30<40:24:06,  3.82s/it]
 18%|█▊        | 8216/46302 [8:43:34<40:23:34,  3.82s/it]
 18%|█▊        | 8217/46302 [8:43:37<40:24:15,  3.82s/it]
 18%|█▊        | 8218/46302 [8:43:41<40:24:47,  3.82s/it]
 18%|█▊        | 8219/46302 [8:43:45<40:24:35,  3.82s/it]
 18%|█▊        | 8220/46302 [8:43:49<40:23:45,  3.82s/it]
 18%|█▊        | 8221/46302 [8:43:53<40:23:44,  3.82s/it]
 18%|█▊        | 8222/46302 [8:43:56<40:23:57,  3.82s/it]
 18%|█▊        | 8223/46302 [8:44:00<40:24:01,  3.82s/it]
 18%|█▊        | 8224/46302 [8:44:04<40:23:52,  3.82s/it]
 18%|█▊        | 8225/46302 [8:44:08<40:23:47,  3.82s/it]
 18%|█▊        | 8226/46302 [8:44:12<40:24:05,  3.82s/it]
 18%|█▊        | 8227/46302 [8:44:16<40:24:35,  3.82s/it]
 18%|█▊        | 8228/46302 [8:44:19<40:24:58,  3.82s/it]
 18%|█▊        | 8229/46302 [8:44:23<40:24:57,  3.82s/it]
 18%|█▊        | 8230/46302 [8:44:27<40:24:44,  3.82s/it]
 18%|█▊        | 8231/46302 [8:44:31<40:24:43,  3.82s/it]
 18%|█▊        | 8232/46302 [8:44:35<40:23:53,  3.82s/it]
 18%|█▊        | 8233/46302 [8:44:38<40:23:53,  3.82s/it]
 18%|█▊        | 8234/46302 [8:44:42<40:23:59,  3.82s/it]
 18%|█▊        | 8235/46302 [8:44:46<40:24:21,  3.82s/it]
 18%|█▊        | 8236/46302 [8:44:50<40:24:23,  3.82s/it]
 18%|█▊        | 8237/46302 [8:44:54<40:24:02,  3.82s/it]
 18%|█▊        | 8238/46302 [8:44:58<40:24:04,  3.82s/it]
 18%|█▊        | 8239/46302 [8:45:01<40:24:31,  3.82s/it]
 18%|█▊        | 8240/46302 [8:45:05<40:24:39,  3.82s/it]
 18%|█▊        | 8241/46302 [8:45:09<40:24:47,  3.82s/it]
 18%|█▊        | 8242/46302 [8:45:13<40:25:00,  3.82s/it]
 18%|█▊        | 8243/46302 [8:45:17<40:24:31,  3.82s/it]
 18%|█▊        | 8244/46302 [8:45:21<40:24:50,  3.82s/it]
 18%|█▊        | 8245/46302 [8:45:24<40:24:18,  3.82s/it]
 18%|█▊        | 8246/46302 [8:45:28<40:23:52,  3.82s/it]
 18%|█▊        | 8247/46302 [8:45:32<40:23:47,  3.82s/it]
 18%|█▊        | 8248/46302 [8:45:36<40:24:18,  3.82s/it]
 18%|█▊        | 8249/46302 [8:45:40<40:24:21,  3.82s/it]
 18%|█▊        | 8250/46302 [8:45:43<40:24:45,  3.82s/it]
 18%|█▊        | 8251/46302 [8:45:47<40:24:35,  3.82s/it]
 18%|█▊        | 8252/46302 [8:45:51<40:24:23,  3.82s/it]
 18%|█▊        | 8253/46302 [8:45:55<40:24:18,  3.82s/it]
 18%|█▊        | 8254/46302 [8:45:59<40:24:20,  3.82s/it]
 18%|█▊        | 8255/46302 [8:46:03<40:24:16,  3.82s/it]
 18%|█▊        | 8256/46302 [8:46:06<40:24:30,  3.82s/it]
 18%|█▊        | 8257/46302 [8:46:10<40:24:23,  3.82s/it]
 18%|█▊        | 8258/46302 [8:46:14<40:24:17,  3.82s/it]
 18%|█▊        | 8259/46302 [8:46:18<40:23:50,  3.82s/it]
 18%|█▊        | 8260/46302 [8:46:22<40:23:13,  3.82s/it]
 18%|█▊        | 8261/46302 [8:46:26<40:22:08,  3.82s/it]
 18%|█▊        | 8262/46302 [8:46:29<40:22:32,  3.82s/it]
 18%|█▊        | 8263/46302 [8:46:33<40:22:58,  3.82s/it]
 18%|█▊        | 8264/46302 [8:46:37<40:22:48,  3.82s/it]
 18%|█▊        | 8265/46302 [8:46:41<40:23:03,  3.82s/it]
 18%|█▊        | 8266/46302 [8:46:45<40:23:42,  3.82s/it]
 18%|█▊        | 8267/46302 [8:46:48<40:23:23,  3.82s/it]
 18%|█▊        | 8268/46302 [8:46:52<40:23:13,  3.82s/it]
 18%|█▊        | 8269/46302 [8:46:56<40:23:14,  3.82s/it]
 18%|█▊        | 8270/46302 [8:47:00<40:23:25,  3.82s/it]
 18%|█▊        | 8271/46302 [8:47:04<40:23:19,  3.82s/it]
 18%|█▊        | 8272/46302 [8:47:08<40:23:32,  3.82s/it]
 18%|█▊        | 8273/46302 [8:47:11<40:23:12,  3.82s/it]
 18%|█▊        | 8274/46302 [8:47:15<40:22:56,  3.82s/it]
 18%|█▊        | 8275/46302 [8:47:19<40:23:25,  3.82s/it]
 18%|█▊        | 8276/46302 [8:47:23<40:23:16,  3.82s/it]
 18%|█▊        | 8277/46302 [8:47:27<40:24:07,  3.83s/it]
 18%|█▊        | 8278/46302 [8:47:31<40:23:34,  3.82s/it]
 18%|█▊        | 8279/46302 [8:47:34<40:23:28,  3.82s/it]
 18%|█▊        | 8280/46302 [8:47:38<40:23:32,  3.82s/it]
 18%|█▊        | 8281/46302 [8:47:42<40:22:37,  3.82s/it]
 18%|█▊        | 8282/46302 [8:47:46<40:22:18,  3.82s/it]
 18%|█▊        | 8283/46302 [8:47:50<40:22:41,  3.82s/it]
 18%|█▊        | 8284/46302 [8:47:53<40:22:26,  3.82s/it]
 18%|█▊        | 8285/46302 [8:47:57<40:22:02,  3.82s/it]
 18%|█▊        | 8286/46302 [8:48:01<40:22:14,  3.82s/it]
 18%|█▊        | 8287/46302 [8:48:05<40:22:20,  3.82s/it]
 18%|█▊        | 8288/46302 [8:48:09<40:21:51,  3.82s/it]
 18%|█▊        | 8289/46302 [8:48:13<40:21:52,  3.82s/it]
 18%|█▊        | 8290/46302 [8:48:16<40:21:54,  3.82s/it]
 18%|█▊        | 8291/46302 [8:48:20<40:21:54,  3.82s/it]
 18%|█▊        | 8292/46302 [8:48:24<40:22:24,  3.82s/it]
 18%|█▊        | 8293/46302 [8:48:28<40:22:00,  3.82s/it]
 18%|█▊        | 8294/46302 [8:48:32<40:22:09,  3.82s/it]
 18%|█▊        | 8295/46302 [8:48:36<40:22:07,  3.82s/it]
 18%|█▊        | 8296/46302 [8:48:39<40:21:37,  3.82s/it]
 18%|█▊        | 8297/46302 [8:48:43<40:20:42,  3.82s/it]
 18%|█▊        | 8298/46302 [8:48:47<40:20:39,  3.82s/it]
 18%|█▊        | 8299/46302 [8:48:51<40:20:32,  3.82s/it]
 18%|█▊        | 8300/46302 [8:48:55<40:21:15,  3.82s/it]
 18%|█▊        | 8301/46302 [8:48:58<40:21:06,  3.82s/it]
 18%|█▊        | 8302/46302 [8:49:02<40:21:27,  3.82s/it]
 18%|█▊        | 8303/46302 [8:49:06<40:21:28,  3.82s/it]
 18%|█▊        | 8304/46302 [8:49:10<40:21:55,  3.82s/it]
 18%|█▊        | 8305/46302 [8:49:14<40:21:58,  3.82s/it]
 18%|█▊        | 8306/46302 [8:49:18<40:22:07,  3.82s/it]
 18%|█▊        | 8307/46302 [8:49:21<40:21:45,  3.82s/it]
 18%|█▊        | 8308/46302 [8:49:25<40:21:51,  3.82s/it]
 18%|█▊        | 8309/46302 [8:49:29<40:21:40,  3.82s/it]
 18%|█▊        | 8310/46302 [8:49:33<40:21:47,  3.82s/it]
 18%|█▊        | 8311/46302 [8:49:37<40:21:32,  3.82s/it]
 18%|█▊        | 8312/46302 [8:49:41<40:21:24,  3.82s/it]
 18%|█▊        | 8313/46302 [8:49:44<40:21:30,  3.82s/it]
 18%|█▊        | 8314/46302 [8:49:48<40:20:45,  3.82s/it]
 18%|█▊        | 8315/46302 [8:49:52<40:20:20,  3.82s/it]
 18%|█▊        | 8316/46302 [8:49:56<40:20:37,  3.82s/it]
 18%|█▊        | 8317/46302 [8:50:00<40:20:17,  3.82s/it]
 18%|█▊        | 8318/46302 [8:50:03<40:20:27,  3.82s/it]
 18%|█▊        | 8319/46302 [8:50:07<40:19:32,  3.82s/it]
 18%|█▊        | 8320/46302 [8:50:11<40:18:09,  3.82s/it]
 18%|█▊        | 8321/46302 [8:50:15<40:18:37,  3.82s/it]
 18%|█▊        | 8322/46302 [8:50:19<40:18:41,  3.82s/it]
 18%|█▊        | 8323/46302 [8:50:23<40:18:45,  3.82s/it]
 18%|█▊        | 8324/46302 [8:50:26<40:18:22,  3.82s/it]
 18%|█▊        | 8325/46302 [8:50:30<40:18:53,  3.82s/it]
 18%|█▊        | 8326/46302 [8:50:34<40:19:00,  3.82s/it]
 18%|█▊        | 8327/46302 [8:50:38<40:19:43,  3.82s/it]
 18%|█▊        | 8328/46302 [8:50:42<40:19:37,  3.82s/it]
 18%|█▊        | 8329/46302 [8:50:45<40:16:33,  3.82s/it]
 18%|█▊        | 8330/46302 [8:50:49<40:17:51,  3.82s/it]
 18%|█▊        | 8331/46302 [8:50:53<40:17:32,  3.82s/it]
 18%|█▊        | 8332/46302 [8:50:57<40:17:21,  3.82s/it]
 18%|█▊        | 8333/46302 [8:51:01<40:17:56,  3.82s/it]
 18%|█▊        | 8334/46302 [8:51:05<40:18:04,  3.82s/it]
 18%|█▊        | 8335/46302 [8:51:08<40:17:57,  3.82s/it]
 18%|█▊        | 8336/46302 [8:51:12<40:17:20,  3.82s/it]
 18%|█▊        | 8337/46302 [8:51:16<40:17:26,  3.82s/it]
 18%|█▊        | 8338/46302 [8:51:20<40:18:14,  3.82s/it]
 18%|█▊        | 8339/46302 [8:51:24<40:17:59,  3.82s/it]
 18%|█▊        | 8340/46302 [8:51:28<40:18:08,  3.82s/it]
 18%|█▊        | 8341/46302 [8:51:31<40:18:04,  3.82s/it]
 18%|█▊        | 8342/46302 [8:51:35<40:18:06,  3.82s/it]
 18%|█▊        | 8343/46302 [8:51:39<40:17:45,  3.82s/it]
 18%|█▊        | 8344/46302 [8:51:43<40:17:34,  3.82s/it]
 18%|█▊        | 8345/46302 [8:51:47<40:17:02,  3.82s/it]
 18%|█▊        | 8346/46302 [8:51:50<40:17:26,  3.82s/it]
 18%|█▊        | 8347/46302 [8:51:54<40:16:57,  3.82s/it]
 18%|█▊        | 8348/46302 [8:51:58<40:16:39,  3.82s/it]
 18%|█▊        | 8349/46302 [8:52:02<40:17:06,  3.82s/it]
 18%|█▊        | 8350/46302 [8:52:06<40:17:08,  3.82s/it]
 18%|█▊        | 8351/46302 [8:52:10<40:16:50,  3.82s/it]
 18%|█▊        | 8352/46302 [8:52:13<40:16:56,  3.82s/it]
 18%|█▊        | 8353/46302 [8:52:17<40:17:03,  3.82s/it]
 18%|█▊        | 8354/46302 [8:52:21<40:16:47,  3.82s/it]
 18%|█▊        | 8355/46302 [8:52:25<40:17:04,  3.82s/it]
 18%|█▊        | 8356/46302 [8:52:29<40:16:42,  3.82s/it]
 18%|█▊        | 8357/46302 [8:52:32<40:16:32,  3.82s/it]
 18%|█▊        | 8358/46302 [8:52:36<40:16:36,  3.82s/it]
 18%|█▊        | 8359/46302 [8:52:40<40:17:50,  3.82s/it]
 18%|█▊        | 8360/46302 [8:52:44<40:17:43,  3.82s/it]
 18%|█▊        | 8361/46302 [8:52:48<40:17:40,  3.82s/it]
 18%|█▊        | 8362/46302 [8:52:52<40:17:48,  3.82s/it]
 18%|█▊        | 8363/46302 [8:52:55<40:18:20,  3.82s/it]
 18%|█▊        | 8364/46302 [8:52:59<40:17:54,  3.82s/it]
 18%|█▊        | 8365/46302 [8:53:03<40:18:04,  3.82s/it]
 18%|█▊        | 8366/46302 [8:53:07<40:18:02,  3.82s/it]
 18%|█▊        | 8367/46302 [8:53:11<40:17:43,  3.82s/it]
 18%|█▊        | 8368/46302 [8:53:15<40:17:20,  3.82s/it]
 18%|█▊        | 8369/46302 [8:53:18<40:17:41,  3.82s/it]
 18%|█▊        | 8370/46302 [8:53:22<40:18:17,  3.83s/it]
 18%|█▊        | 8371/46302 [8:53:26<40:17:48,  3.82s/it]
 18%|█▊        | 8372/46302 [8:53:30<40:16:56,  3.82s/it]
 18%|█▊        | 8373/46302 [8:53:34<40:16:47,  3.82s/it]
 18%|█▊        | 8374/46302 [8:53:37<40:16:49,  3.82s/it]
 18%|█▊        | 8375/46302 [8:53:41<40:16:39,  3.82s/it]
 18%|█▊        | 8376/46302 [8:53:45<40:16:36,  3.82s/it]
 18%|█▊        | 8377/46302 [8:53:49<40:15:52,  3.82s/it]
 18%|█▊        | 8378/46302 [8:53:53<40:16:02,  3.82s/it]
 18%|█▊        | 8379/46302 [8:53:57<40:15:58,  3.82s/it]
 18%|█▊        | 8380/46302 [8:54:00<40:15:55,  3.82s/it]
 18%|█▊        | 8381/46302 [8:54:04<40:15:21,  3.82s/it]
 18%|█▊        | 8382/46302 [8:54:08<40:15:53,  3.82s/it]
 18%|█▊        | 8383/46302 [8:54:12<40:15:25,  3.82s/it]
 18%|█▊        | 8384/46302 [8:54:16<40:15:21,  3.82s/it]
 18%|█▊        | 8385/46302 [8:54:20<40:14:55,  3.82s/it]
 18%|█▊        | 8386/46302 [8:54:23<40:15:00,  3.82s/it]
 18%|█▊        | 8387/46302 [8:54:27<40:15:04,  3.82s/it]
 18%|█▊        | 8388/46302 [8:54:31<40:14:47,  3.82s/it]
 18%|█▊        | 8389/46302 [8:54:35<40:15:07,  3.82s/it]
 18%|█▊        | 8390/46302 [8:54:39<40:15:32,  3.82s/it]
 18%|█▊        | 8391/46302 [8:54:42<40:15:06,  3.82s/it]
 18%|█▊        | 8392/46302 [8:54:46<40:15:09,  3.82s/it]
 18%|█▊        | 8393/46302 [8:54:50<40:15:04,  3.82s/it]
 18%|█▊        | 8394/46302 [8:54:54<40:15:02,  3.82s/it]
 18%|█▊        | 8395/46302 [8:54:58<40:14:54,  3.82s/it]
 18%|█▊        | 8396/46302 [8:55:02<40:15:29,  3.82s/it]
 18%|█▊        | 8397/46302 [8:55:05<40:15:20,  3.82s/it]
 18%|█▊        | 8398/46302 [8:55:09<40:15:08,  3.82s/it]
 18%|█▊        | 8399/46302 [8:55:13<40:14:52,  3.82s/it]
 18%|█▊        | 8400/46302 [8:55:17<40:14:28,  3.82s/it]
 18%|█▊        | 8401/46302 [8:55:21<40:14:25,  3.82s/it]
 18%|█▊        | 8402/46302 [8:55:25<40:14:17,  3.82s/it]
 18%|█▊        | 8403/46302 [8:55:28<40:14:52,  3.82s/it]
 18%|█▊        | 8404/46302 [8:55:32<40:14:14,  3.82s/it]
 18%|█▊        | 8405/46302 [8:55:36<40:14:21,  3.82s/it]
 18%|█▊        | 8406/46302 [8:55:40<40:14:41,  3.82s/it]
 18%|█▊        | 8407/46302 [8:55:44<40:14:00,  3.82s/it]
 18%|█▊        | 8408/46302 [8:55:47<40:13:56,  3.82s/it]
 18%|█▊        | 8409/46302 [8:55:51<40:13:58,  3.82s/it]
 18%|█▊        | 8410/46302 [8:55:55<40:13:34,  3.82s/it]
 18%|█▊        | 8411/46302 [8:55:59<40:12:41,  3.82s/it]
 18%|█▊        | 8412/46302 [8:56:03<40:12:48,  3.82s/it]
 18%|█▊        | 8413/46302 [8:56:07<40:13:07,  3.82s/it]
 18%|█▊        | 8414/46302 [8:56:10<40:13:39,  3.82s/it]
 18%|█▊        | 8415/46302 [8:56:14<40:13:35,  3.82s/it]
 18%|█▊        | 8416/46302 [8:56:18<40:12:59,  3.82s/it]
 18%|█▊        | 8417/46302 [8:56:22<40:12:30,  3.82s/it]
 18%|█▊        | 8418/46302 [8:56:26<40:12:35,  3.82s/it]
 18%|█▊        | 8419/46302 [8:56:29<40:11:38,  3.82s/it]
 18%|█▊        | 8420/46302 [8:56:33<40:12:15,  3.82s/it]
 18%|█▊        | 8421/46302 [8:56:37<40:12:40,  3.82s/it]
 18%|█▊        | 8422/46302 [8:56:41<40:12:48,  3.82s/it]
 18%|█▊        | 8423/46302 [8:56:45<40:11:57,  3.82s/it]
 18%|█▊        | 8424/46302 [8:56:49<40:11:55,  3.82s/it]
 18%|█▊        | 8425/46302 [8:56:52<40:11:53,  3.82s/it]
 18%|█▊        | 8426/46302 [8:56:56<40:11:17,  3.82s/it]
 18%|█▊        | 8427/46302 [8:57:00<40:11:17,  3.82s/it]
 18%|█▊        | 8428/46302 [8:57:04<40:11:23,  3.82s/it]
 18%|█▊        | 8429/46302 [8:57:08<40:10:42,  3.82s/it]
 18%|█▊        | 8430/46302 [8:57:11<40:11:26,  3.82s/it]
 18%|█▊        | 8431/46302 [8:57:15<40:11:21,  3.82s/it]
 18%|█▊        | 8432/46302 [8:57:19<40:11:30,  3.82s/it]
 18%|█▊        | 8433/46302 [8:57:23<40:11:31,  3.82s/it]
 18%|█▊        | 8434/46302 [8:57:27<40:11:28,  3.82s/it]
 18%|█▊        | 8435/46302 [8:57:31<40:11:57,  3.82s/it]
 18%|█▊        | 8436/46302 [8:57:34<40:12:32,  3.82s/it]
 18%|█▊        | 8437/46302 [8:57:38<40:12:19,  3.82s/it]
 18%|█▊        | 8438/46302 [8:57:42<40:12:11,  3.82s/it]
 18%|█▊        | 8439/46302 [8:57:46<40:12:19,  3.82s/it]
 18%|█▊        | 8440/46302 [8:57:50<40:12:03,  3.82s/it]
 18%|█▊        | 8441/46302 [8:57:54<40:11:16,  3.82s/it]
 18%|█▊        | 8442/46302 [8:57:57<40:11:24,  3.82s/it]
 18%|█▊        | 8443/46302 [8:58:01<40:11:36,  3.82s/it]
 18%|█▊        | 8444/46302 [8:58:05<40:11:48,  3.82s/it]
 18%|█▊        | 8445/46302 [8:58:09<40:11:41,  3.82s/it]
 18%|█▊        | 8446/46302 [8:58:13<40:10:58,  3.82s/it]
 18%|█▊        | 8447/46302 [8:58:16<40:11:31,  3.82s/it]
 18%|█▊        | 8448/46302 [8:58:20<40:11:03,  3.82s/it]
 18%|█▊        | 8449/46302 [8:58:24<40:11:08,  3.82s/it]
 18%|█▊        | 8450/46302 [8:58:28<40:10:49,  3.82s/it]
 18%|█▊        | 8451/46302 [8:58:32<40:11:01,  3.82s/it]
 18%|█▊        | 8452/46302 [8:58:36<40:10:58,  3.82s/it]
 18%|█▊        | 8453/46302 [8:58:39<40:10:45,  3.82s/it]
 18%|█▊        | 8454/46302 [8:58:43<40:10:54,  3.82s/it]
 18%|█▊        | 8455/46302 [8:58:47<40:10:21,  3.82s/it]
 18%|█▊        | 8456/46302 [8:58:51<40:09:38,  3.82s/it]
 18%|█▊        | 8457/46302 [8:58:55<40:09:59,  3.82s/it]
 18%|█▊        | 8458/46302 [8:58:58<40:09:59,  3.82s/it]
 18%|█▊        | 8459/46302 [8:59:02<40:10:01,  3.82s/it]
 18%|█▊        | 8460/46302 [8:59:06<40:10:47,  3.82s/it]
 18%|█▊        | 8461/46302 [8:59:10<40:10:17,  3.82s/it]
 18%|█▊        | 8462/46302 [8:59:14<40:10:31,  3.82s/it]
 18%|█▊        | 8463/46302 [8:59:18<40:09:44,  3.82s/it]
 18%|█▊        | 8464/46302 [8:59:21<40:09:04,  3.82s/it]
 18%|█▊        | 8465/46302 [8:59:25<40:08:55,  3.82s/it]
 18%|█▊        | 8466/46302 [8:59:29<40:08:45,  3.82s/it]
 18%|█▊        | 8467/46302 [8:59:33<40:08:47,  3.82s/it]
 18%|█▊        | 8468/46302 [8:59:37<40:09:00,  3.82s/it]
 18%|█▊        | 8469/46302 [8:59:41<40:08:53,  3.82s/it]
 18%|█▊        | 8470/46302 [8:59:44<40:09:03,  3.82s/it]
 18%|█▊        | 8471/46302 [8:59:48<40:09:00,  3.82s/it]
 18%|█▊        | 8472/46302 [8:59:52<40:08:19,  3.82s/it]
 18%|█▊        | 8473/46302 [8:59:56<40:07:53,  3.82s/it]
 18%|█▊        | 8474/46302 [9:00:00<40:07:34,  3.82s/it]
 18%|█▊        | 8475/46302 [9:00:03<40:07:11,  3.82s/it]
 18%|█▊        | 8476/46302 [9:00:07<40:07:26,  3.82s/it]
 18%|█▊        | 8477/46302 [9:00:11<40:07:35,  3.82s/it]
 18%|█▊        | 8478/46302 [9:00:15<40:07:58,  3.82s/it]
 18%|█▊        | 8479/46302 [9:00:19<40:07:51,  3.82s/it]
 18%|█▊        | 8480/46302 [9:00:23<40:07:39,  3.82s/it]
 18%|█▊        | 8481/46302 [9:00:26<40:07:19,  3.82s/it]
 18%|█▊        | 8482/46302 [9:00:30<40:07:57,  3.82s/it]
 18%|█▊        | 8483/46302 [9:00:34<40:07:17,  3.82s/it]
 18%|█▊        | 8484/46302 [9:00:38<40:06:05,  3.82s/it]
 18%|█▊        | 8485/46302 [9:00:42<40:06:58,  3.82s/it]
 18%|█▊        | 8486/46302 [9:00:45<40:07:07,  3.82s/it]
 18%|█▊        | 8487/46302 [9:00:49<40:07:00,  3.82s/it]
 18%|█▊        | 8488/46302 [9:00:53<40:07:06,  3.82s/it]
 18%|█▊        | 8489/46302 [9:00:57<40:07:06,  3.82s/it]
 18%|█▊        | 8490/46302 [9:01:01<40:07:31,  3.82s/it]
 18%|█▊        | 8491/46302 [9:01:05<40:07:05,  3.82s/it]
 18%|█▊        | 8492/46302 [9:01:08<40:05:30,  3.82s/it]
 18%|█▊        | 8493/46302 [9:01:12<40:06:30,  3.82s/it]
 18%|█▊        | 8494/46302 [9:01:16<40:06:59,  3.82s/it]
 18%|█▊        | 8495/46302 [9:01:20<40:06:00,  3.82s/it]
 18%|█▊        | 8496/46302 [9:01:24<40:06:35,  3.82s/it]
 18%|█▊        | 8497/46302 [9:01:27<40:06:14,  3.82s/it]
 18%|█▊        | 8498/46302 [9:01:31<40:06:45,  3.82s/it]
 18%|█▊        | 8499/46302 [9:01:35<40:06:32,  3.82s/it]
 18%|█▊        | 8500/46302 [9:01:39<40:07:13,  3.82s/it]
                                                         
{'loss': 3.4681, 'learning_rate': 0.00417222197695466, 'epoch': 0.18}

 18%|█▊        | 8500/46302 [9:01:39<40:07:13,  3.82s/it]
 18%|█▊        | 8501/46302 [9:01:43<40:08:31,  3.82s/it]
 18%|█▊        | 8502/46302 [9:01:47<40:07:47,  3.82s/it]
 18%|█▊        | 8503/46302 [9:01:50<40:07:12,  3.82s/it]
 18%|█▊        | 8504/46302 [9:01:54<40:06:42,  3.82s/it]
 18%|█▊        | 8505/46302 [9:01:58<40:06:46,  3.82s/it]
 18%|█▊        | 8506/46302 [9:02:02<40:06:17,  3.82s/it]
 18%|█▊        | 8507/46302 [9:02:06<40:06:25,  3.82s/it]
 18%|█▊        | 8508/46302 [9:02:09<40:06:31,  3.82s/it]
 18%|█▊        | 8509/46302 [9:02:13<40:06:47,  3.82s/it]
 18%|█▊        | 8510/46302 [9:02:17<40:06:47,  3.82s/it]
 18%|█▊        | 8511/46302 [9:02:21<40:06:47,  3.82s/it]
 18%|█▊        | 8512/46302 [9:02:25<40:06:36,  3.82s/it]
 18%|█▊        | 8513/46302 [9:02:29<40:06:19,  3.82s/it]
 18%|█▊        | 8514/46302 [9:02:32<40:06:00,  3.82s/it]
 18%|█▊        | 8515/46302 [9:02:36<40:06:11,  3.82s/it]
 18%|█▊        | 8516/46302 [9:02:40<40:06:09,  3.82s/it]
 18%|█▊        | 8517/46302 [9:02:44<40:06:15,  3.82s/it]
 18%|█▊        | 8518/46302 [9:02:48<40:07:02,  3.82s/it]
 18%|█▊        | 8519/46302 [9:02:52<40:07:12,  3.82s/it]
 18%|█▊        | 8520/46302 [9:02:55<40:06:55,  3.82s/it]
 18%|█▊        | 8521/46302 [9:02:59<40:06:34,  3.82s/it]
 18%|█▊        | 8522/46302 [9:03:03<40:05:43,  3.82s/it]
 18%|█▊        | 8523/46302 [9:03:07<40:05:53,  3.82s/it]
 18%|█▊        | 8524/46302 [9:03:11<40:05:18,  3.82s/it]
 18%|█▊        | 8525/46302 [9:03:14<40:05:34,  3.82s/it]
 18%|█▊        | 8526/46302 [9:03:18<40:05:42,  3.82s/it]
 18%|█▊        | 8527/46302 [9:03:22<40:05:34,  3.82s/it]
 18%|█▊        | 8528/46302 [9:03:26<40:04:53,  3.82s/it]
 18%|█▊        | 8529/46302 [9:03:30<40:05:47,  3.82s/it]
 18%|█▊        | 8530/46302 [9:03:34<40:04:57,  3.82s/it]
 18%|█▊        | 8531/46302 [9:03:37<40:04:51,  3.82s/it]
 18%|█▊        | 8532/46302 [9:03:41<40:04:18,  3.82s/it]
 18%|█▊        | 8533/46302 [9:03:45<40:04:28,  3.82s/it]
 18%|█▊        | 8534/46302 [9:03:49<40:03:44,  3.82s/it]
 18%|█▊        | 8535/46302 [9:03:53<40:04:03,  3.82s/it]
 18%|█▊        | 8536/46302 [9:03:56<40:03:46,  3.82s/it]
 18%|█▊        | 8537/46302 [9:04:00<40:04:21,  3.82s/it]
 18%|█▊        | 8538/46302 [9:04:04<40:04:04,  3.82s/it]
 18%|█▊        | 8539/46302 [9:04:08<40:03:55,  3.82s/it]
 18%|█▊        | 8540/46302 [9:04:12<40:04:20,  3.82s/it]
 18%|█▊        | 8541/46302 [9:04:16<40:04:00,  3.82s/it]
 18%|█▊        | 8542/46302 [9:04:19<40:02:54,  3.82s/it]
 18%|█▊        | 8543/46302 [9:04:23<40:03:19,  3.82s/it]
 18%|█▊        | 8544/46302 [9:04:27<40:03:37,  3.82s/it]
 18%|█▊        | 8545/46302 [9:04:31<40:04:23,  3.82s/it]
 18%|█▊        | 8546/46302 [9:04:35<40:04:05,  3.82s/it]
 18%|█▊        | 8547/46302 [9:04:38<40:02:59,  3.82s/it]
 18%|█▊        | 8548/46302 [9:04:42<40:03:30,  3.82s/it]
 18%|█▊        | 8549/46302 [9:04:46<40:03:28,  3.82s/it]
 18%|█▊        | 8550/46302 [9:04:50<40:03:22,  3.82s/it]
 18%|█▊        | 8551/46302 [9:04:54<40:03:51,  3.82s/it]
 18%|█▊        | 8552/46302 [9:04:58<40:03:05,  3.82s/it]
 18%|█▊        | 8553/46302 [9:05:01<40:03:28,  3.82s/it]
 18%|█▊        | 8554/46302 [9:05:05<40:03:07,  3.82s/it]
 18%|█▊        | 8555/46302 [9:05:09<40:03:20,  3.82s/it]
 18%|█▊        | 8556/46302 [9:05:13<40:03:19,  3.82s/it]
 18%|█▊        | 8557/46302 [9:05:17<40:03:19,  3.82s/it]
 18%|█▊        | 8558/46302 [9:05:21<40:02:55,  3.82s/it]
 18%|█▊        | 8559/46302 [9:05:24<40:03:09,  3.82s/it]
 18%|█▊        | 8560/46302 [9:05:28<40:02:06,  3.82s/it]
 18%|█▊        | 8561/46302 [9:05:32<40:02:21,  3.82s/it]
 18%|█▊        | 8562/46302 [9:05:36<40:02:32,  3.82s/it]
 18%|█▊        | 8563/46302 [9:05:40<40:03:14,  3.82s/it]
 18%|█▊        | 8564/46302 [9:05:43<40:03:19,  3.82s/it]
 18%|█▊        | 8565/46302 [9:05:47<40:03:13,  3.82s/it]
 19%|█▊        | 8566/46302 [9:05:51<40:02:57,  3.82s/it]
 19%|█▊        | 8567/46302 [9:05:55<40:03:13,  3.82s/it]
 19%|█▊        | 8568/46302 [9:05:59<40:03:42,  3.82s/it]
 19%|█▊        | 8569/46302 [9:06:03<40:03:56,  3.82s/it]
 19%|█▊        | 8570/46302 [9:06:06<40:03:21,  3.82s/it]
 19%|█▊        | 8571/46302 [9:06:10<40:03:28,  3.82s/it]
 19%|█▊        | 8572/46302 [9:06:14<40:02:24,  3.82s/it]
 19%|█▊        | 8573/46302 [9:06:18<40:02:37,  3.82s/it]
 19%|█▊        | 8574/46302 [9:06:22<40:03:05,  3.82s/it]
 19%|█▊        | 8575/46302 [9:06:25<40:02:12,  3.82s/it]
 19%|█▊        | 8576/46302 [9:06:29<40:02:25,  3.82s/it]
 19%|█▊        | 8577/46302 [9:06:33<40:02:56,  3.82s/it]
 19%|█▊        | 8578/46302 [9:06:37<39:52:31,  3.81s/it]
 19%|█▊        | 8579/46302 [9:06:41<39:46:16,  3.80s/it]
 19%|█▊        | 8580/46302 [9:06:44<39:41:04,  3.79s/it]
 19%|█▊        | 8581/46302 [9:06:48<39:38:19,  3.78s/it]
 19%|█▊        | 8582/46302 [9:06:52<39:35:32,  3.78s/it]
 19%|█▊        | 8583/46302 [9:06:56<39:34:04,  3.78s/it]
 19%|█▊        | 8584/46302 [9:07:00<39:33:29,  3.78s/it]
 19%|█▊        | 8585/46302 [9:07:03<39:32:30,  3.77s/it]
 19%|█▊        | 8586/46302 [9:07:07<39:32:07,  3.77s/it]
 19%|█▊        | 8587/46302 [9:07:11<39:32:00,  3.77s/it]
 19%|█▊        | 8588/46302 [9:07:15<39:31:09,  3.77s/it]
 19%|█▊        | 8589/46302 [9:07:18<39:31:04,  3.77s/it]
 19%|█▊        | 8590/46302 [9:07:22<39:30:17,  3.77s/it]
 19%|█▊        | 8591/46302 [9:07:26<39:30:16,  3.77s/it]
 19%|█▊        | 8592/46302 [9:07:30<39:30:21,  3.77s/it]
 19%|█▊        | 8593/46302 [9:07:33<39:30:21,  3.77s/it]
 19%|█▊        | 8594/46302 [9:07:37<39:30:13,  3.77s/it]
 19%|█▊        | 8595/46302 [9:07:41<39:30:18,  3.77s/it]
 19%|█▊        | 8596/46302 [9:07:45<39:30:07,  3.77s/it]
 19%|█▊        | 8597/46302 [9:07:49<39:29:41,  3.77s/it]
 19%|█▊        | 8598/46302 [9:07:52<39:29:45,  3.77s/it]
 19%|█▊        | 8599/46302 [9:07:56<39:29:29,  3.77s/it]
 19%|█▊        | 8600/46302 [9:08:00<39:30:10,  3.77s/it]
 19%|█▊        | 8601/46302 [9:08:04<39:29:42,  3.77s/it]
 19%|█▊        | 8602/46302 [9:08:07<39:28:53,  3.77s/it]
 19%|█▊        | 8603/46302 [9:08:11<39:29:06,  3.77s/it]
 19%|█▊        | 8604/46302 [9:08:15<39:29:15,  3.77s/it]
 19%|█▊        | 8605/46302 [9:08:19<39:29:11,  3.77s/it]
 19%|█▊        | 8606/46302 [9:08:22<39:28:59,  3.77s/it]
 19%|█▊        | 8607/46302 [9:08:26<39:29:06,  3.77s/it]
 19%|█▊        | 8608/46302 [9:08:30<39:29:21,  3.77s/it]
 19%|█▊        | 8609/46302 [9:08:34<39:29:22,  3.77s/it]
 19%|█▊        | 8610/46302 [9:08:38<39:29:36,  3.77s/it]
 19%|█▊        | 8611/46302 [9:08:41<39:29:08,  3.77s/it]
 19%|█▊        | 8612/46302 [9:08:45<39:29:21,  3.77s/it]
 19%|█▊        | 8613/46302 [9:08:49<39:29:08,  3.77s/it]
 19%|█▊        | 8614/46302 [9:08:53<39:29:14,  3.77s/it]
 19%|█▊        | 8615/46302 [9:08:56<39:29:00,  3.77s/it]
 19%|█▊        | 8616/46302 [9:09:00<39:28:35,  3.77s/it]
 19%|█▊        | 8617/46302 [9:09:04<39:28:27,  3.77s/it]
 19%|█▊        | 8618/46302 [9:09:08<39:28:08,  3.77s/it]
 19%|█▊        | 8619/46302 [9:09:11<39:28:21,  3.77s/it]
 19%|█▊        | 8620/46302 [9:09:15<39:28:17,  3.77s/it]
 19%|█▊        | 8621/46302 [9:09:19<39:28:04,  3.77s/it]
 19%|█▊        | 8622/46302 [9:09:23<39:27:31,  3.77s/it]
 19%|█▊        | 8623/46302 [9:09:27<39:27:34,  3.77s/it]
 19%|█▊        | 8624/46302 [9:09:30<39:27:34,  3.77s/it]
 19%|█▊        | 8625/46302 [9:09:34<39:27:58,  3.77s/it]
 19%|█▊        | 8626/46302 [9:09:38<39:27:49,  3.77s/it]
 19%|█▊        | 8627/46302 [9:09:42<39:27:44,  3.77s/it]
 19%|█▊        | 8628/46302 [9:09:45<39:27:41,  3.77s/it]
 19%|█▊        | 8629/46302 [9:09:49<39:27:42,  3.77s/it]
 19%|█▊        | 8630/46302 [9:09:53<39:27:10,  3.77s/it]
 19%|█▊        | 8631/46302 [9:09:57<39:27:10,  3.77s/it]
 19%|█▊        | 8632/46302 [9:10:01<39:27:11,  3.77s/it]
 19%|█▊        | 8633/46302 [9:10:04<39:26:38,  3.77s/it]
 19%|█▊        | 8634/46302 [9:10:08<39:26:54,  3.77s/it]
 19%|█▊        | 8635/46302 [9:10:12<39:26:48,  3.77s/it]
 19%|█▊        | 8636/46302 [9:10:16<39:26:16,  3.77s/it]
 19%|█▊        | 8637/46302 [9:10:19<39:25:54,  3.77s/it]
 19%|█▊        | 8638/46302 [9:10:23<39:35:09,  3.78s/it]
 19%|█▊        | 8639/46302 [9:10:27<39:41:30,  3.79s/it]
 19%|█▊        | 8640/46302 [9:10:31<39:46:04,  3.80s/it]
 19%|█▊        | 8641/46302 [9:10:35<39:49:06,  3.81s/it]
 19%|█▊        | 8642/46302 [9:10:38<39:51:58,  3.81s/it]
 19%|█▊        | 8643/46302 [9:10:42<39:53:36,  3.81s/it]
 19%|█▊        | 8644/46302 [9:10:46<39:54:22,  3.81s/it]
 19%|█▊        | 8645/46302 [9:10:50<39:55:06,  3.82s/it]
 19%|█▊        | 8646/46302 [9:10:54<39:55:50,  3.82s/it]
 19%|█▊        | 8647/46302 [9:10:58<39:57:20,  3.82s/it]
 19%|█▊        | 8648/46302 [9:11:01<39:57:37,  3.82s/it]
 19%|█▊        | 8649/46302 [9:11:05<39:57:33,  3.82s/it]
 19%|█▊        | 8650/46302 [9:11:09<39:56:52,  3.82s/it]
 19%|█▊        | 8651/46302 [9:11:13<39:56:51,  3.82s/it]
 19%|█▊        | 8652/46302 [9:11:17<39:56:24,  3.82s/it]
 19%|█▊        | 8653/46302 [9:11:20<39:56:33,  3.82s/it]
 19%|█▊        | 8654/46302 [9:11:24<39:56:15,  3.82s/it]
 19%|█▊        | 8655/46302 [9:11:28<39:56:15,  3.82s/it]
 19%|█▊        | 8656/46302 [9:11:32<39:56:24,  3.82s/it]
 19%|█▊        | 8657/46302 [9:11:36<39:56:03,  3.82s/it]
 19%|█▊        | 8658/46302 [9:11:40<39:56:02,  3.82s/it]
 19%|█▊        | 8659/46302 [9:11:43<39:55:43,  3.82s/it]
 19%|█▊        | 8660/46302 [9:11:47<39:56:05,  3.82s/it]
 19%|█▊        | 8661/46302 [9:11:51<39:56:46,  3.82s/it]
 19%|█▊        | 8662/46302 [9:11:55<39:56:58,  3.82s/it]
 19%|█▊        | 8663/46302 [9:11:59<39:56:33,  3.82s/it]
 19%|█▊        | 8664/46302 [9:12:02<39:56:28,  3.82s/it]
 19%|█▊        | 8665/46302 [9:12:06<39:55:52,  3.82s/it]
 19%|█▊        | 8666/46302 [9:12:10<39:55:55,  3.82s/it]
 19%|█▊        | 8667/46302 [9:12:14<39:55:51,  3.82s/it]
 19%|█▊        | 8668/46302 [9:12:18<39:55:06,  3.82s/it]
 19%|█▊        | 8669/46302 [9:12:22<39:55:29,  3.82s/it]
 19%|█▊        | 8670/46302 [9:12:25<39:54:51,  3.82s/it]
 19%|█▊        | 8671/46302 [9:12:29<39:55:21,  3.82s/it]
 19%|█▊        | 8672/46302 [9:12:33<39:55:17,  3.82s/it]
 19%|█▊        | 8673/46302 [9:12:37<39:55:22,  3.82s/it]
 19%|█▊        | 8674/46302 [9:12:41<39:55:30,  3.82s/it]
 19%|█▊        | 8675/46302 [9:12:44<39:55:36,  3.82s/it]
 19%|█▊        | 8676/46302 [9:12:48<39:56:04,  3.82s/it]
 19%|█▊        | 8677/46302 [9:12:52<39:55:59,  3.82s/it]
 19%|█▊        | 8678/46302 [9:12:56<39:54:52,  3.82s/it]
 19%|█▊        | 8679/46302 [9:13:00<39:55:01,  3.82s/it]
 19%|█▊        | 8680/46302 [9:13:04<39:50:26,  3.81s/it]
 19%|█▊        | 8681/46302 [9:13:07<39:51:38,  3.81s/it]
 19%|█▉        | 8682/46302 [9:13:11<39:52:12,  3.82s/it]
 19%|█▉        | 8683/46302 [9:13:15<39:53:11,  3.82s/it]
 19%|█▉        | 8684/46302 [9:13:19<39:52:59,  3.82s/it]
 19%|█▉        | 8685/46302 [9:13:23<39:53:51,  3.82s/it]
 19%|█▉        | 8686/46302 [9:13:26<39:53:53,  3.82s/it]
 19%|█▉        | 8687/46302 [9:13:30<39:53:55,  3.82s/it]
 19%|█▉        | 8688/46302 [9:13:34<39:52:57,  3.82s/it]
 19%|█▉        | 8689/46302 [9:13:38<39:52:55,  3.82s/it]
 19%|█▉        | 8690/46302 [9:13:42<39:52:22,  3.82s/it]
 19%|█▉        | 8691/46302 [9:13:46<39:52:26,  3.82s/it]
 19%|█▉        | 8692/46302 [9:13:49<39:52:34,  3.82s/it]
 19%|█▉        | 8693/46302 [9:13:53<39:52:51,  3.82s/it]
 19%|█▉        | 8694/46302 [9:13:57<39:53:17,  3.82s/it]
 19%|█▉        | 8695/46302 [9:14:01<39:53:09,  3.82s/it]
 19%|█▉        | 8696/46302 [9:14:05<39:52:25,  3.82s/it]
 19%|█▉        | 8697/46302 [9:14:08<39:52:44,  3.82s/it]
 19%|█▉        | 8698/46302 [9:14:12<39:52:56,  3.82s/it]
 19%|█▉        | 8699/46302 [9:14:16<39:52:18,  3.82s/it]
 19%|█▉        | 8700/46302 [9:14:20<39:51:58,  3.82s/it]
 19%|█▉        | 8701/46302 [9:14:24<39:51:48,  3.82s/it]
 19%|█▉        | 8702/46302 [9:14:28<39:52:15,  3.82s/it]
 19%|█▉        | 8703/46302 [9:14:31<39:52:09,  3.82s/it]
 19%|█▉        | 8704/46302 [9:14:35<39:51:51,  3.82s/it]
 19%|█▉        | 8705/46302 [9:14:39<39:52:17,  3.82s/it]
 19%|█▉        | 8706/46302 [9:14:43<39:51:10,  3.82s/it]
 19%|█▉        | 8707/46302 [9:14:47<39:51:36,  3.82s/it]
 19%|█▉        | 8708/46302 [9:14:50<39:51:23,  3.82s/it]
 19%|█▉        | 8709/46302 [9:14:54<39:51:28,  3.82s/it]
 19%|█▉        | 8710/46302 [9:14:58<39:51:44,  3.82s/it]
 19%|█▉        | 8711/46302 [9:15:02<39:51:48,  3.82s/it]
 19%|█▉        | 8712/46302 [9:15:06<39:52:11,  3.82s/it]
 19%|█▉        | 8713/46302 [9:15:10<39:52:23,  3.82s/it]
 19%|█▉        | 8714/46302 [9:15:13<39:52:39,  3.82s/it]
 19%|█▉        | 8715/46302 [9:15:17<39:52:22,  3.82s/it]
 19%|█▉        | 8716/46302 [9:15:21<39:52:29,  3.82s/it]
 19%|█▉        | 8717/46302 [9:15:25<39:51:57,  3.82s/it]
 19%|█▉        | 8718/46302 [9:15:29<39:52:04,  3.82s/it]
 19%|█▉        | 8719/46302 [9:15:32<39:51:54,  3.82s/it]
 19%|█▉        | 8720/46302 [9:15:36<39:51:47,  3.82s/it]
 19%|█▉        | 8721/46302 [9:15:40<39:51:43,  3.82s/it]
 19%|█▉        | 8722/46302 [9:15:44<39:51:57,  3.82s/it]
 19%|█▉        | 8723/46302 [9:15:48<39:51:29,  3.82s/it]
 19%|█▉        | 8724/46302 [9:15:52<39:51:15,  3.82s/it]
 19%|█▉        | 8725/46302 [9:15:55<39:51:12,  3.82s/it]
 19%|█▉        | 8726/46302 [9:15:59<39:50:45,  3.82s/it]
 19%|█▉        | 8727/46302 [9:16:03<39:50:46,  3.82s/it]
 19%|█▉        | 8728/46302 [9:16:07<39:50:07,  3.82s/it]
 19%|█▉        | 8729/46302 [9:16:11<39:50:42,  3.82s/it]
 19%|█▉        | 8730/46302 [9:16:14<39:50:52,  3.82s/it]
 19%|█▉        | 8731/46302 [9:16:18<39:50:53,  3.82s/it]
 19%|█▉        | 8732/46302 [9:16:22<39:50:34,  3.82s/it]
 19%|█▉        | 8733/46302 [9:16:26<39:51:01,  3.82s/it]
 19%|█▉        | 8734/46302 [9:16:30<39:50:24,  3.82s/it]
 19%|█▉        | 8735/46302 [9:16:34<39:50:44,  3.82s/it]
 19%|█▉        | 8736/46302 [9:16:37<39:51:10,  3.82s/it]
 19%|█▉        | 8737/46302 [9:16:41<39:51:57,  3.82s/it]
 19%|█▉        | 8738/46302 [9:16:45<39:50:18,  3.82s/it]
 19%|█▉        | 8739/46302 [9:16:49<39:50:17,  3.82s/it]
 19%|█▉        | 8740/46302 [9:16:53<39:50:26,  3.82s/it]
 19%|█▉        | 8741/46302 [9:16:56<39:50:27,  3.82s/it]
 19%|█▉        | 8742/46302 [9:17:00<39:49:28,  3.82s/it]
 19%|█▉        | 8743/46302 [9:17:04<39:49:23,  3.82s/it]
 19%|█▉        | 8744/46302 [9:17:08<39:49:06,  3.82s/it]
 19%|█▉        | 8745/46302 [9:17:12<39:49:01,  3.82s/it]
 19%|█▉        | 8746/46302 [9:17:16<39:49:17,  3.82s/it]
 19%|█▉        | 8747/46302 [9:17:19<39:49:57,  3.82s/it]
 19%|█▉        | 8748/46302 [9:17:23<39:49:51,  3.82s/it]
 19%|█▉        | 8749/46302 [9:17:27<39:49:14,  3.82s/it]
 19%|█▉        | 8750/46302 [9:17:31<39:48:53,  3.82s/it]
 19%|█▉        | 8751/46302 [9:17:35<39:48:46,  3.82s/it]
 19%|█▉        | 8752/46302 [9:17:38<39:48:56,  3.82s/it]
 19%|█▉        | 8753/46302 [9:17:42<39:49:30,  3.82s/it]
 19%|█▉        | 8754/46302 [9:17:46<39:49:48,  3.82s/it]
 19%|█▉        | 8755/46302 [9:17:50<39:50:10,  3.82s/it]
 19%|█▉        | 8756/46302 [9:17:54<39:49:14,  3.82s/it]
 19%|█▉        | 8757/46302 [9:17:58<39:49:22,  3.82s/it]
 19%|█▉        | 8758/46302 [9:18:01<39:49:24,  3.82s/it]
 19%|█▉        | 8759/46302 [9:18:05<39:49:17,  3.82s/it]
 19%|█▉        | 8760/46302 [9:18:09<39:48:51,  3.82s/it]
 19%|█▉        | 8761/46302 [9:18:13<39:49:26,  3.82s/it]
 19%|█▉        | 8762/46302 [9:18:17<39:49:07,  3.82s/it]
 19%|█▉        | 8763/46302 [9:18:20<39:49:17,  3.82s/it]
 19%|█▉        | 8764/46302 [9:18:24<39:48:32,  3.82s/it]
 19%|█▉        | 8765/46302 [9:18:28<39:48:41,  3.82s/it]
 19%|█▉        | 8766/46302 [9:18:32<39:48:33,  3.82s/it]
 19%|█▉        | 8767/46302 [9:18:36<39:49:16,  3.82s/it]
 19%|█▉        | 8768/46302 [9:18:40<39:48:56,  3.82s/it]
 19%|█▉        | 8769/46302 [9:18:43<39:49:03,  3.82s/it]
 19%|█▉        | 8770/46302 [9:18:47<39:49:09,  3.82s/it]
 19%|█▉        | 8771/46302 [9:18:51<39:48:49,  3.82s/it]
 19%|█▉        | 8772/46302 [9:18:55<39:48:46,  3.82s/it]
 19%|█▉        | 8773/46302 [9:18:59<39:48:00,  3.82s/it]
 19%|█▉        | 8774/46302 [9:19:02<39:48:10,  3.82s/it]
 19%|█▉        | 8775/46302 [9:19:06<39:48:03,  3.82s/it]
 19%|█▉        | 8776/46302 [9:19:10<39:47:23,  3.82s/it]
 19%|█▉        | 8777/46302 [9:19:14<39:47:03,  3.82s/it]
 19%|█▉        | 8778/46302 [9:19:18<39:47:24,  3.82s/it]
 19%|█▉        | 8779/46302 [9:19:22<39:47:36,  3.82s/it]
 19%|█▉        | 8780/46302 [9:19:25<39:47:50,  3.82s/it]
 19%|█▉        | 8781/46302 [9:19:29<39:47:21,  3.82s/it]
 19%|█▉        | 8782/46302 [9:19:33<39:47:31,  3.82s/it]
 19%|█▉        | 8783/46302 [9:19:37<39:47:17,  3.82s/it]
 19%|█▉        | 8784/46302 [9:19:41<39:46:56,  3.82s/it]
 19%|█▉        | 8785/46302 [9:19:44<39:47:18,  3.82s/it]
 19%|█▉        | 8786/46302 [9:19:48<39:48:05,  3.82s/it]
 19%|█▉        | 8787/46302 [9:19:52<39:48:12,  3.82s/it]
 19%|█▉        | 8788/46302 [9:19:56<39:47:37,  3.82s/it]
 19%|█▉        | 8789/46302 [9:20:00<39:47:52,  3.82s/it]
 19%|█▉        | 8790/46302 [9:20:04<39:47:35,  3.82s/it]
 19%|█▉        | 8791/46302 [9:20:07<39:46:56,  3.82s/it]
 19%|█▉        | 8792/46302 [9:20:11<39:46:54,  3.82s/it]
 19%|█▉        | 8793/46302 [9:20:15<39:46:44,  3.82s/it]
 19%|█▉        | 8794/46302 [9:20:19<39:47:00,  3.82s/it]
 19%|█▉        | 8795/46302 [9:20:23<39:46:40,  3.82s/it]
 19%|█▉        | 8796/46302 [9:20:26<39:47:05,  3.82s/it]
 19%|█▉        | 8797/46302 [9:20:30<39:47:06,  3.82s/it]
 19%|█▉        | 8798/46302 [9:20:34<39:47:15,  3.82s/it]
 19%|█▉        | 8799/46302 [9:20:38<39:47:23,  3.82s/it]
 19%|█▉        | 8800/46302 [9:20:42<39:46:46,  3.82s/it]
 19%|█▉        | 8801/46302 [9:20:46<39:46:45,  3.82s/it]
 19%|█▉        | 8802/46302 [9:20:49<39:47:06,  3.82s/it]
 19%|█▉        | 8803/46302 [9:20:53<39:46:47,  3.82s/it]
 19%|█▉        | 8804/46302 [9:20:57<39:46:20,  3.82s/it]
 19%|█▉        | 8805/46302 [9:21:01<39:46:39,  3.82s/it]
 19%|█▉        | 8806/46302 [9:21:05<39:46:45,  3.82s/it]
 19%|█▉        | 8807/46302 [9:21:08<39:46:59,  3.82s/it]
 19%|█▉        | 8808/46302 [9:21:12<39:38:02,  3.81s/it]
 19%|█▉        | 8809/46302 [9:21:16<39:31:00,  3.79s/it]
 19%|█▉        | 8810/46302 [9:21:20<39:26:07,  3.79s/it]
 19%|█▉        | 8811/46302 [9:21:24<39:23:21,  3.78s/it]
 19%|█▉        | 8812/46302 [9:21:27<39:20:17,  3.78s/it]
 19%|█▉        | 8813/46302 [9:21:31<39:18:30,  3.77s/it]
 19%|█▉        | 8814/46302 [9:21:35<39:17:16,  3.77s/it]
 19%|█▉        | 8815/46302 [9:21:39<39:16:33,  3.77s/it]
 19%|█▉        | 8816/46302 [9:21:42<39:15:59,  3.77s/it]
 19%|█▉        | 8817/46302 [9:21:46<39:16:23,  3.77s/it]
 19%|█▉        | 8818/46302 [9:21:50<39:15:37,  3.77s/it]
 19%|█▉        | 8819/46302 [9:21:54<39:15:28,  3.77s/it]
 19%|█▉        | 8820/46302 [9:21:57<39:14:56,  3.77s/it]
 19%|█▉        | 8821/46302 [9:22:01<39:14:50,  3.77s/it]
 19%|█▉        | 8822/46302 [9:22:05<39:14:32,  3.77s/it]
 19%|█▉        | 8823/46302 [9:22:09<39:14:40,  3.77s/it]
 19%|█▉        | 8824/46302 [9:22:13<39:14:20,  3.77s/it]
 19%|█▉        | 8825/46302 [9:22:16<39:14:13,  3.77s/it]
 19%|█▉        | 8826/46302 [9:22:20<39:13:42,  3.77s/it]
 19%|█▉        | 8827/46302 [9:22:24<39:13:14,  3.77s/it]
 19%|█▉        | 8828/46302 [9:22:28<39:13:00,  3.77s/it]
 19%|█▉        | 8829/46302 [9:22:31<39:13:53,  3.77s/it]
 19%|█▉        | 8830/46302 [9:22:35<39:14:20,  3.77s/it]
 19%|█▉        | 8831/46302 [9:22:39<39:14:05,  3.77s/it]
 19%|█▉        | 8832/46302 [9:22:43<39:14:18,  3.77s/it]
 19%|█▉        | 8833/46302 [9:22:46<39:13:45,  3.77s/it]
 19%|█▉        | 8834/46302 [9:22:50<39:14:25,  3.77s/it]
 19%|█▉        | 8835/46302 [9:22:54<39:14:34,  3.77s/it]
 19%|█▉        | 8836/46302 [9:22:58<39:14:27,  3.77s/it]
 19%|█▉        | 8837/46302 [9:23:02<39:14:02,  3.77s/it]
 19%|█▉        | 8838/46302 [9:23:05<39:14:02,  3.77s/it]
 19%|█▉        | 8839/46302 [9:23:09<39:13:35,  3.77s/it]
 19%|█▉        | 8840/46302 [9:23:13<39:13:13,  3.77s/it]
 19%|█▉        | 8841/46302 [9:23:17<39:13:25,  3.77s/it]
 19%|█▉        | 8842/46302 [9:23:20<39:13:35,  3.77s/it]
 19%|█▉        | 8843/46302 [9:23:24<39:13:28,  3.77s/it]
 19%|█▉        | 8844/46302 [9:23:28<39:13:34,  3.77s/it]
 19%|█▉        | 8845/46302 [9:23:32<39:13:49,  3.77s/it]
 19%|█▉        | 8846/46302 [9:23:35<39:13:39,  3.77s/it]
 19%|█▉        | 8847/46302 [9:23:39<39:13:52,  3.77s/it]
 19%|█▉        | 8848/46302 [9:23:43<39:13:46,  3.77s/it]
 19%|█▉        | 8849/46302 [9:23:47<39:13:11,  3.77s/it]
 19%|█▉        | 8850/46302 [9:23:51<39:12:56,  3.77s/it]
 19%|█▉        | 8851/46302 [9:23:54<39:12:01,  3.77s/it]
 19%|█▉        | 8852/46302 [9:23:58<39:12:18,  3.77s/it]
 19%|█▉        | 8853/46302 [9:24:02<39:12:13,  3.77s/it]
 19%|█▉        | 8854/46302 [9:24:06<39:11:57,  3.77s/it]
 19%|█▉        | 8855/46302 [9:24:09<39:12:34,  3.77s/it]
 19%|█▉        | 8856/46302 [9:24:13<39:12:19,  3.77s/it]
 19%|█▉        | 8857/46302 [9:24:17<39:12:04,  3.77s/it]
 19%|█▉        | 8858/46302 [9:24:21<39:12:09,  3.77s/it]
 19%|█▉        | 8859/46302 [9:24:24<39:12:14,  3.77s/it]
 19%|█▉        | 8860/46302 [9:24:28<39:12:04,  3.77s/it]
 19%|█▉        | 8861/46302 [9:24:32<39:12:08,  3.77s/it]
 19%|█▉        | 8862/46302 [9:24:36<39:11:59,  3.77s/it]
 19%|█▉        | 8863/46302 [9:24:40<39:12:03,  3.77s/it]
 19%|█▉        | 8864/46302 [9:24:43<39:12:00,  3.77s/it]
 19%|█▉        | 8865/46302 [9:24:47<39:11:38,  3.77s/it]
 19%|█▉        | 8866/46302 [9:24:51<39:12:00,  3.77s/it]
 19%|█▉        | 8867/46302 [9:24:55<39:11:51,  3.77s/it]
 19%|█▉        | 8868/46302 [9:24:58<39:11:45,  3.77s/it]
 19%|█▉        | 8869/46302 [9:25:02<39:11:52,  3.77s/it]
 19%|█▉        | 8870/46302 [9:25:06<39:11:35,  3.77s/it]
 19%|█▉        | 8871/46302 [9:25:10<39:11:33,  3.77s/it]
 19%|█▉        | 8872/46302 [9:25:13<39:11:53,  3.77s/it]
 19%|█▉        | 8873/46302 [9:25:17<39:11:50,  3.77s/it]
 19%|█▉        | 8874/46302 [9:25:21<39:12:02,  3.77s/it]
 19%|█▉        | 8875/46302 [9:25:25<39:11:52,  3.77s/it]
 19%|█▉        | 8876/46302 [9:25:29<39:11:36,  3.77s/it]
 19%|█▉        | 8877/46302 [9:25:32<39:10:51,  3.77s/it]
 19%|█▉        | 8878/46302 [9:25:36<39:11:00,  3.77s/it]
 19%|█▉        | 8879/46302 [9:25:40<39:11:06,  3.77s/it]
 19%|█▉        | 8880/46302 [9:25:44<39:11:14,  3.77s/it]
 19%|█▉        | 8881/46302 [9:25:47<39:11:10,  3.77s/it]
 19%|█▉        | 8882/46302 [9:25:51<39:11:41,  3.77s/it]
 19%|█▉        | 8883/46302 [9:25:55<39:11:27,  3.77s/it]
 19%|█▉        | 8884/46302 [9:25:59<39:11:37,  3.77s/it]
 19%|█▉        | 8885/46302 [9:26:03<39:11:29,  3.77s/it]
 19%|█▉        | 8886/46302 [9:26:06<39:11:25,  3.77s/it]
 19%|█▉        | 8887/46302 [9:26:10<39:11:36,  3.77s/it]
 19%|█▉        | 8888/46302 [9:26:14<39:11:17,  3.77s/it]
 19%|█▉        | 8889/46302 [9:26:18<39:11:26,  3.77s/it]
 19%|█▉        | 8890/46302 [9:26:21<39:11:05,  3.77s/it]
 19%|█▉        | 8891/46302 [9:26:25<39:10:41,  3.77s/it]
 19%|█▉        | 8892/46302 [9:26:29<39:10:06,  3.77s/it]
 19%|█▉        | 8893/46302 [9:26:33<39:09:53,  3.77s/it]
 19%|█▉        | 8894/46302 [9:26:36<39:09:43,  3.77s/it]
 19%|█▉        | 8895/46302 [9:26:40<39:09:51,  3.77s/it]
 19%|█▉        | 8896/46302 [9:26:44<39:09:55,  3.77s/it]
 19%|█▉        | 8897/46302 [9:26:48<39:09:43,  3.77s/it]
 19%|█▉        | 8898/46302 [9:26:52<39:09:58,  3.77s/it]
 19%|█▉        | 8899/46302 [9:26:55<39:09:44,  3.77s/it]
 19%|█▉        | 8900/46302 [9:26:59<39:09:32,  3.77s/it]
 19%|█▉        | 8901/46302 [9:27:03<39:09:32,  3.77s/it]
 19%|█▉        | 8902/46302 [9:27:07<39:09:29,  3.77s/it]
 19%|█▉        | 8903/46302 [9:27:10<39:09:40,  3.77s/it]
 19%|█▉        | 8904/46302 [9:27:14<39:09:37,  3.77s/it]
 19%|█▉        | 8905/46302 [9:27:18<39:09:27,  3.77s/it]
 19%|█▉        | 8906/46302 [9:27:22<39:09:08,  3.77s/it]
 19%|█▉        | 8907/46302 [9:27:25<39:09:20,  3.77s/it]
 19%|█▉        | 8908/46302 [9:27:29<39:09:10,  3.77s/it]
 19%|█▉        | 8909/46302 [9:27:33<39:09:01,  3.77s/it]
 19%|█▉        | 8910/46302 [9:27:37<39:08:41,  3.77s/it]
 19%|█▉        | 8911/46302 [9:27:41<39:08:02,  3.77s/it]
 19%|█▉        | 8912/46302 [9:27:44<39:07:44,  3.77s/it]
 19%|█▉        | 8913/46302 [9:27:48<39:07:49,  3.77s/it]
 19%|█▉        | 8914/46302 [9:27:52<39:07:23,  3.77s/it]
 19%|█▉        | 8915/46302 [9:27:56<39:07:18,  3.77s/it]
 19%|█▉        | 8916/46302 [9:27:59<39:07:08,  3.77s/it]
 19%|█▉        | 8917/46302 [9:28:03<39:07:14,  3.77s/it]
 19%|█▉        | 8918/46302 [9:28:07<39:07:49,  3.77s/it]
 19%|█▉        | 8919/46302 [9:28:11<39:07:59,  3.77s/it]
 19%|█▉        | 8920/46302 [9:28:14<39:07:49,  3.77s/it]
 19%|█▉        | 8921/46302 [9:28:18<39:07:40,  3.77s/it]
 19%|█▉        | 8922/46302 [9:28:22<39:07:31,  3.77s/it]
 19%|█▉        | 8923/46302 [9:28:26<39:07:59,  3.77s/it]
 19%|█▉        | 8924/46302 [9:28:29<39:07:18,  3.77s/it]
 19%|█▉        | 8925/46302 [9:28:33<39:07:05,  3.77s/it]
 19%|█▉        | 8926/46302 [9:28:37<39:07:08,  3.77s/it]
 19%|█▉        | 8927/46302 [9:28:41<39:07:22,  3.77s/it]
 19%|█▉        | 8928/46302 [9:28:45<39:07:16,  3.77s/it]
 19%|█▉        | 8929/46302 [9:28:48<39:07:02,  3.77s/it]
 19%|█▉        | 8930/46302 [9:28:52<39:07:15,  3.77s/it]
 19%|█▉        | 8931/46302 [9:28:56<39:07:38,  3.77s/it]
 19%|█▉        | 8932/46302 [9:29:00<39:07:54,  3.77s/it]
 19%|█▉        | 8933/46302 [9:29:03<39:07:56,  3.77s/it]
 19%|█▉        | 8934/46302 [9:29:07<39:07:25,  3.77s/it]
 19%|█▉        | 8935/46302 [9:29:11<39:07:29,  3.77s/it]
 19%|█▉        | 8936/46302 [9:29:15<39:07:17,  3.77s/it]
 19%|█▉        | 8937/46302 [9:29:18<39:07:53,  3.77s/it]
 19%|█▉        | 8938/46302 [9:29:22<39:07:53,  3.77s/it]
 19%|█▉        | 8939/46302 [9:29:26<39:07:58,  3.77s/it]
 19%|█▉        | 8940/46302 [9:29:30<39:07:44,  3.77s/it]
 19%|█▉        | 8941/46302 [9:29:34<39:08:05,  3.77s/it]
 19%|█▉        | 8942/46302 [9:29:37<39:08:17,  3.77s/it]
 19%|█▉        | 8943/46302 [9:29:41<39:08:25,  3.77s/it]
 19%|█▉        | 8944/46302 [9:29:45<39:08:37,  3.77s/it]
 19%|█▉        | 8945/46302 [9:29:49<39:08:19,  3.77s/it]
 19%|█▉        | 8946/46302 [9:29:52<39:07:59,  3.77s/it]
 19%|█▉        | 8947/46302 [9:29:56<39:07:26,  3.77s/it]
 19%|█▉        | 8948/46302 [9:30:00<39:07:42,  3.77s/it]
 19%|█▉        | 8949/46302 [9:30:04<39:07:42,  3.77s/it]
 19%|█▉        | 8950/46302 [9:30:08<39:07:04,  3.77s/it]
 19%|█▉        | 8951/46302 [9:30:11<39:07:10,  3.77s/it]
 19%|█▉        | 8952/46302 [9:30:15<39:07:03,  3.77s/it]
 19%|█▉        | 8953/46302 [9:30:19<39:07:39,  3.77s/it]
 19%|█▉        | 8954/46302 [9:30:23<39:07:35,  3.77s/it]
 19%|█▉        | 8955/46302 [9:30:26<39:07:08,  3.77s/it]
 19%|█▉        | 8956/46302 [9:30:30<39:07:25,  3.77s/it]
 19%|█▉        | 8957/46302 [9:30:34<39:07:45,  3.77s/it]
 19%|█▉        | 8958/46302 [9:30:38<39:07:13,  3.77s/it]
 19%|█▉        | 8959/46302 [9:30:41<39:06:58,  3.77s/it]
 19%|█▉        | 8960/46302 [9:30:45<39:06:26,  3.77s/it]
 19%|█▉        | 8961/46302 [9:30:49<39:06:09,  3.77s/it]
 19%|█▉        | 8962/46302 [9:30:53<39:06:21,  3.77s/it]
 19%|█▉        | 8963/46302 [9:30:57<39:06:32,  3.77s/it]
 19%|█▉        | 8964/46302 [9:31:00<39:05:44,  3.77s/it]
 19%|█▉        | 8965/46302 [9:31:04<39:06:08,  3.77s/it]
 19%|█▉        | 8966/46302 [9:31:08<39:05:57,  3.77s/it]
 19%|█▉        | 8967/46302 [9:31:12<39:05:44,  3.77s/it]
 19%|█▉        | 8968/46302 [9:31:15<39:05:12,  3.77s/it]
 19%|█▉        | 8969/46302 [9:31:19<39:05:07,  3.77s/it]
 19%|█▉        | 8970/46302 [9:31:23<39:04:46,  3.77s/it]
 19%|█▉        | 8971/46302 [9:31:27<39:04:47,  3.77s/it]
 19%|█▉        | 8972/46302 [9:31:30<39:04:32,  3.77s/it]
 19%|█▉        | 8973/46302 [9:31:34<39:04:30,  3.77s/it]
 19%|█▉        | 8974/46302 [9:31:38<39:04:33,  3.77s/it]
 19%|█▉        | 8975/46302 [9:31:42<39:04:41,  3.77s/it]
 19%|█▉        | 8976/46302 [9:31:46<39:04:38,  3.77s/it]
 19%|█▉        | 8977/46302 [9:31:49<39:04:40,  3.77s/it]
 19%|█▉        | 8978/46302 [9:31:53<39:04:34,  3.77s/it]
 19%|█▉        | 8979/46302 [9:31:57<39:04:15,  3.77s/it]
 19%|█▉        | 8980/46302 [9:32:01<39:04:04,  3.77s/it]
 19%|█▉        | 8981/46302 [9:32:04<39:03:29,  3.77s/it]
 19%|█▉        | 8982/46302 [9:32:08<39:03:05,  3.77s/it]
 19%|█▉        | 8983/46302 [9:32:12<39:02:58,  3.77s/it]
 19%|█▉        | 8984/46302 [9:32:16<39:03:32,  3.77s/it]
 19%|█▉        | 8985/46302 [9:32:19<39:03:51,  3.77s/it]
 19%|█▉        | 8986/46302 [9:32:23<39:03:37,  3.77s/it]
 19%|█▉        | 8987/46302 [9:32:27<39:03:59,  3.77s/it]
 19%|█▉        | 8988/46302 [9:32:31<39:03:56,  3.77s/it]
 19%|█▉        | 8989/46302 [9:32:35<39:03:41,  3.77s/it]
 19%|█▉        | 8990/46302 [9:32:38<39:03:26,  3.77s/it]
 19%|█▉        | 8991/46302 [9:32:42<39:03:24,  3.77s/it]
 19%|█▉        | 8992/46302 [9:32:46<39:03:13,  3.77s/it]
 19%|█▉        | 8993/46302 [9:32:50<39:03:01,  3.77s/it]
 19%|█▉        | 8994/46302 [9:32:53<39:03:01,  3.77s/it]
 19%|█▉        | 8995/46302 [9:32:57<39:02:52,  3.77s/it]
 19%|█▉        | 8996/46302 [9:33:01<39:02:57,  3.77s/it]
 19%|█▉        | 8997/46302 [9:33:05<39:03:01,  3.77s/it]
 19%|█▉        | 8998/46302 [9:33:08<39:03:41,  3.77s/it]
 19%|█▉        | 8999/46302 [9:33:12<39:03:25,  3.77s/it]
 19%|█▉        | 9000/46302 [9:33:16<39:03:46,  3.77s/it]
                                                         
{'loss': 3.4506, 'learning_rate': 0.004117036775418304, 'epoch': 0.19}

 19%|█▉        | 9000/46302 [9:33:16<39:03:46,  3.77s/it]
 19%|█▉        | 9001/46302 [9:33:20<39:04:50,  3.77s/it]
 19%|█▉        | 9002/46302 [9:33:24<39:04:19,  3.77s/it]
 19%|█▉        | 9003/46302 [9:33:27<39:03:53,  3.77s/it]
 19%|█▉        | 9004/46302 [9:33:31<39:03:30,  3.77s/it]
 19%|█▉        | 9005/46302 [9:33:35<39:03:25,  3.77s/it]
 19%|█▉        | 9006/46302 [9:33:39<39:03:31,  3.77s/it]
 19%|█▉        | 9007/46302 [9:33:42<39:03:14,  3.77s/it]
 19%|█▉        | 9008/46302 [9:33:46<39:03:27,  3.77s/it]
 19%|█▉        | 9009/46302 [9:33:50<39:03:17,  3.77s/it]
 19%|█▉        | 9010/46302 [9:33:54<39:03:11,  3.77s/it]
 19%|█▉        | 9011/46302 [9:33:57<39:03:08,  3.77s/it]
 19%|█▉        | 9012/46302 [9:34:01<39:02:56,  3.77s/it]
 19%|█▉        | 9013/46302 [9:34:05<39:02:28,  3.77s/it]
 19%|█▉        | 9014/46302 [9:34:09<39:02:35,  3.77s/it]
 19%|█▉        | 9015/46302 [9:34:13<39:02:40,  3.77s/it]
 19%|█▉        | 9016/46302 [9:34:16<39:03:03,  3.77s/it]
 19%|█▉        | 9017/46302 [9:34:20<39:03:16,  3.77s/it]
 19%|█▉        | 9018/46302 [9:34:24<39:03:20,  3.77s/it]
 19%|█▉        | 9019/46302 [9:34:28<39:03:17,  3.77s/it]
 19%|█▉        | 9020/46302 [9:34:31<39:02:52,  3.77s/it]
 19%|█▉        | 9021/46302 [9:34:35<39:02:05,  3.77s/it]
 19%|█▉        | 9022/46302 [9:34:39<39:01:46,  3.77s/it]
 19%|█▉        | 9023/46302 [9:34:43<39:02:05,  3.77s/it]
 19%|█▉        | 9024/46302 [9:34:46<39:02:01,  3.77s/it]
 19%|█▉        | 9025/46302 [9:34:50<39:02:29,  3.77s/it]
 19%|█▉        | 9026/46302 [9:34:54<39:01:45,  3.77s/it]
 19%|█▉        | 9027/46302 [9:34:58<39:02:17,  3.77s/it]
 19%|█▉        | 9028/46302 [9:35:02<39:01:56,  3.77s/it]
 20%|█▉        | 9029/46302 [9:35:05<39:01:49,  3.77s/it]
 20%|█▉        | 9030/46302 [9:35:09<39:02:00,  3.77s/it]
 20%|█▉        | 9031/46302 [9:35:13<39:02:12,  3.77s/it]
 20%|█▉        | 9032/46302 [9:35:17<39:02:00,  3.77s/it]
 20%|█▉        | 9033/46302 [9:35:20<39:02:02,  3.77s/it]
 20%|█▉        | 9034/46302 [9:35:24<39:01:58,  3.77s/it]
 20%|█▉        | 9035/46302 [9:35:28<39:01:35,  3.77s/it]
 20%|█▉        | 9036/46302 [9:35:32<39:01:57,  3.77s/it]
 20%|█▉        | 9037/46302 [9:35:35<39:01:03,  3.77s/it]
 20%|█▉        | 9038/46302 [9:35:39<39:01:55,  3.77s/it]
 20%|█▉        | 9039/46302 [9:35:43<39:00:54,  3.77s/it]
 20%|█▉        | 9040/46302 [9:35:47<39:00:43,  3.77s/it]
 20%|█▉        | 9041/46302 [9:35:51<39:00:39,  3.77s/it]
 20%|█▉        | 9042/46302 [9:35:54<39:01:00,  3.77s/it]
 20%|█▉        | 9043/46302 [9:35:58<39:01:30,  3.77s/it]
 20%|█▉        | 9044/46302 [9:36:02<39:01:30,  3.77s/it]
 20%|█▉        | 9045/46302 [9:36:06<39:01:07,  3.77s/it]
 20%|█▉        | 9046/46302 [9:36:09<39:01:04,  3.77s/it]
 20%|█▉        | 9047/46302 [9:36:13<38:59:51,  3.77s/it]
 20%|█▉        | 9048/46302 [9:36:17<38:59:32,  3.77s/it]
 20%|█▉        | 9049/46302 [9:36:21<38:59:56,  3.77s/it]
 20%|█▉        | 9050/46302 [9:36:24<38:59:39,  3.77s/it]
 20%|█▉        | 9051/46302 [9:36:28<38:59:20,  3.77s/it]
 20%|█▉        | 9052/46302 [9:36:32<39:00:01,  3.77s/it]
 20%|█▉        | 9053/46302 [9:36:36<39:00:21,  3.77s/it]
 20%|█▉        | 9054/46302 [9:36:40<39:00:43,  3.77s/it]
 20%|█▉        | 9055/46302 [9:36:43<38:59:55,  3.77s/it]
 20%|█▉        | 9056/46302 [9:36:47<38:59:44,  3.77s/it]
 20%|█▉        | 9057/46302 [9:36:51<38:59:52,  3.77s/it]
 20%|█▉        | 9058/46302 [9:36:55<38:59:38,  3.77s/it]
 20%|█▉        | 9059/46302 [9:36:58<38:59:34,  3.77s/it]
 20%|█▉        | 9060/46302 [9:37:02<38:59:38,  3.77s/it]
 20%|█▉        | 9061/46302 [9:37:06<38:59:30,  3.77s/it]
 20%|█▉        | 9062/46302 [9:37:10<38:59:09,  3.77s/it]
 20%|█▉        | 9063/46302 [9:37:13<38:58:57,  3.77s/it]
 20%|█▉        | 9064/46302 [9:37:17<38:58:42,  3.77s/it]
 20%|█▉        | 9065/46302 [9:37:21<38:58:42,  3.77s/it]
 20%|█▉        | 9066/46302 [9:37:25<38:59:05,  3.77s/it]
 20%|█▉        | 9067/46302 [9:37:29<38:58:34,  3.77s/it]
 20%|█▉        | 9068/46302 [9:37:32<38:58:54,  3.77s/it]
 20%|█▉        | 9069/46302 [9:37:36<38:58:30,  3.77s/it]
 20%|█▉        | 9070/46302 [9:37:40<38:58:26,  3.77s/it]
 20%|█▉        | 9071/46302 [9:37:44<38:58:15,  3.77s/it]
 20%|█▉        | 9072/46302 [9:37:47<38:57:43,  3.77s/it]
 20%|█▉        | 9073/46302 [9:37:51<38:57:36,  3.77s/it]
 20%|█▉        | 9074/46302 [9:37:55<38:57:46,  3.77s/it]
 20%|█▉        | 9075/46302 [9:37:59<38:57:45,  3.77s/it]
 20%|█▉        | 9076/46302 [9:38:02<38:57:52,  3.77s/it]
 20%|█▉        | 9077/46302 [9:38:06<38:57:48,  3.77s/it]
 20%|█▉        | 9078/46302 [9:38:10<38:57:47,  3.77s/it]
 20%|█▉        | 9079/46302 [9:38:14<38:57:50,  3.77s/it]
 20%|█▉        | 9080/46302 [9:38:18<38:58:17,  3.77s/it]
 20%|█▉        | 9081/46302 [9:38:21<38:58:01,  3.77s/it]
 20%|█▉        | 9082/46302 [9:38:25<38:58:14,  3.77s/it]
 20%|█▉        | 9083/46302 [9:38:29<38:58:02,  3.77s/it]
 20%|█▉        | 9084/46302 [9:38:33<38:58:27,  3.77s/it]
 20%|█▉        | 9085/46302 [9:38:36<38:58:51,  3.77s/it]
 20%|█▉        | 9086/46302 [9:38:40<38:58:51,  3.77s/it]
 20%|█▉        | 9087/46302 [9:38:44<38:58:41,  3.77s/it]
 20%|█▉        | 9088/46302 [9:38:48<38:58:19,  3.77s/it]
 20%|█▉        | 9089/46302 [9:38:51<38:57:51,  3.77s/it]
 20%|█▉        | 9090/46302 [9:38:55<38:57:31,  3.77s/it]
 20%|█▉        | 9091/46302 [9:38:59<38:57:54,  3.77s/it]
 20%|█▉        | 9092/46302 [9:39:03<38:57:33,  3.77s/it]
 20%|█▉        | 9093/46302 [9:39:07<38:57:57,  3.77s/it]
 20%|█▉        | 9094/46302 [9:39:10<38:57:59,  3.77s/it]
 20%|█▉        | 9095/46302 [9:39:14<38:57:36,  3.77s/it]
 20%|█▉        | 9096/46302 [9:39:18<38:56:56,  3.77s/it]
 20%|█▉        | 9097/46302 [9:39:22<38:56:36,  3.77s/it]
 20%|█▉        | 9098/46302 [9:39:25<38:56:27,  3.77s/it]
 20%|█▉        | 9099/46302 [9:39:29<38:56:29,  3.77s/it]
 20%|█▉        | 9100/46302 [9:39:33<38:56:36,  3.77s/it]
 20%|█▉        | 9101/46302 [9:39:37<38:57:00,  3.77s/it]
 20%|█▉        | 9102/46302 [9:39:40<38:57:05,  3.77s/it]
 20%|█▉        | 9103/46302 [9:39:44<38:57:00,  3.77s/it]
 20%|█▉        | 9104/46302 [9:39:48<38:56:42,  3.77s/it]
 20%|█▉        | 9105/46302 [9:39:52<38:57:12,  3.77s/it]
 20%|█▉        | 9106/46302 [9:39:56<38:56:55,  3.77s/it]
 20%|█▉        | 9107/46302 [9:39:59<38:56:34,  3.77s/it]
 20%|█▉        | 9108/46302 [9:40:03<38:56:41,  3.77s/it]
 20%|█▉        | 9109/46302 [9:40:07<38:56:26,  3.77s/it]
 20%|█▉        | 9110/46302 [9:40:11<38:56:27,  3.77s/it]
 20%|█▉        | 9111/46302 [9:40:14<38:55:49,  3.77s/it]
 20%|█▉        | 9112/46302 [9:40:18<38:56:07,  3.77s/it]
 20%|█▉        | 9113/46302 [9:40:22<38:56:57,  3.77s/it]
 20%|█▉        | 9114/46302 [9:40:26<38:56:39,  3.77s/it]
 20%|█▉        | 9115/46302 [9:40:29<38:56:10,  3.77s/it]
 20%|█▉        | 9116/46302 [9:40:33<38:55:58,  3.77s/it]
 20%|█▉        | 9117/46302 [9:40:37<38:55:23,  3.77s/it]
 20%|█▉        | 9118/46302 [9:40:41<38:55:49,  3.77s/it]
 20%|█▉        | 9119/46302 [9:40:45<38:55:22,  3.77s/it]
 20%|█▉        | 9120/46302 [9:40:48<38:55:17,  3.77s/it]
 20%|█▉        | 9121/46302 [9:40:52<38:55:18,  3.77s/it]
 20%|█▉        | 9122/46302 [9:40:56<38:55:03,  3.77s/it]
 20%|█▉        | 9123/46302 [9:41:00<38:55:18,  3.77s/it]
 20%|█▉        | 9124/46302 [9:41:03<38:55:15,  3.77s/it]
 20%|█▉        | 9125/46302 [9:41:07<38:55:34,  3.77s/it]
 20%|█▉        | 9126/46302 [9:41:11<38:55:34,  3.77s/it]
 20%|█▉        | 9127/46302 [9:41:15<38:55:03,  3.77s/it]
 20%|█▉        | 9128/46302 [9:41:18<38:54:41,  3.77s/it]
 20%|█▉        | 9129/46302 [9:41:22<38:53:54,  3.77s/it]
 20%|█▉        | 9130/46302 [9:41:26<38:54:11,  3.77s/it]
 20%|█▉        | 9131/46302 [9:41:30<38:54:25,  3.77s/it]
 20%|█▉        | 9132/46302 [9:41:34<38:54:30,  3.77s/it]
 20%|█▉        | 9133/46302 [9:41:37<38:54:26,  3.77s/it]
 20%|█▉        | 9134/46302 [9:41:41<38:54:30,  3.77s/it]
 20%|█▉        | 9135/46302 [9:41:45<38:54:03,  3.77s/it]
 20%|█▉        | 9136/46302 [9:41:49<38:54:15,  3.77s/it]
 20%|█▉        | 9137/46302 [9:41:52<38:54:28,  3.77s/it]
 20%|█▉        | 9138/46302 [9:41:56<38:54:22,  3.77s/it]
 20%|█▉        | 9139/46302 [9:42:00<38:54:32,  3.77s/it]
 20%|█▉        | 9140/46302 [9:42:04<38:53:46,  3.77s/it]
 20%|█▉        | 9141/46302 [9:42:07<38:53:48,  3.77s/it]
 20%|█▉        | 9142/46302 [9:42:11<38:53:42,  3.77s/it]
 20%|█▉        | 9143/46302 [9:42:15<38:53:18,  3.77s/it]
 20%|█▉        | 9144/46302 [9:42:19<38:54:09,  3.77s/it]
 20%|█▉        | 9145/46302 [9:42:23<38:54:08,  3.77s/it]
 20%|█▉        | 9146/46302 [9:42:26<38:54:03,  3.77s/it]
 20%|█▉        | 9147/46302 [9:42:30<38:53:33,  3.77s/it]
 20%|█▉        | 9148/46302 [9:42:34<38:53:42,  3.77s/it]
 20%|█▉        | 9149/46302 [9:42:38<38:53:34,  3.77s/it]
 20%|█▉        | 9150/46302 [9:42:41<38:53:12,  3.77s/it]
 20%|█▉        | 9151/46302 [9:42:45<38:53:40,  3.77s/it]
 20%|█▉        | 9152/46302 [9:42:49<38:54:04,  3.77s/it]
 20%|█▉        | 9153/46302 [9:42:53<38:53:52,  3.77s/it]
 20%|█▉        | 9154/46302 [9:42:56<38:53:43,  3.77s/it]
 20%|█▉        | 9155/46302 [9:43:00<38:53:44,  3.77s/it]
 20%|█▉        | 9156/46302 [9:43:04<38:53:36,  3.77s/it]
 20%|█▉        | 9157/46302 [9:43:08<38:53:16,  3.77s/it]
 20%|█▉        | 9158/46302 [9:43:12<38:53:09,  3.77s/it]
 20%|█▉        | 9159/46302 [9:43:15<38:53:13,  3.77s/it]
 20%|█▉        | 9160/46302 [9:43:19<38:53:00,  3.77s/it]
 20%|█▉        | 9161/46302 [9:43:23<38:53:01,  3.77s/it]
 20%|█▉        | 9162/46302 [9:43:27<38:53:37,  3.77s/it]
 20%|█▉        | 9163/46302 [9:43:30<38:52:59,  3.77s/it]
 20%|█▉        | 9164/46302 [9:43:34<38:53:19,  3.77s/it]
 20%|█▉        | 9165/46302 [9:43:38<38:53:20,  3.77s/it]
 20%|█▉        | 9166/46302 [9:43:42<38:53:07,  3.77s/it]
 20%|█▉        | 9167/46302 [9:43:45<38:52:53,  3.77s/it]
 20%|█▉        | 9168/46302 [9:43:49<38:53:02,  3.77s/it]
 20%|█▉        | 9169/46302 [9:43:53<38:52:39,  3.77s/it]
 20%|█▉        | 9170/46302 [9:43:57<38:52:12,  3.77s/it]
 20%|█▉        | 9171/46302 [9:44:01<38:51:57,  3.77s/it]
 20%|█▉        | 9172/46302 [9:44:04<38:51:57,  3.77s/it]
 20%|█▉        | 9173/46302 [9:44:08<38:51:57,  3.77s/it]
 20%|█▉        | 9174/46302 [9:44:12<38:52:26,  3.77s/it]
 20%|█▉        | 9175/46302 [9:44:16<38:52:02,  3.77s/it]
 20%|█▉        | 9176/46302 [9:44:19<38:52:29,  3.77s/it]
 20%|█▉        | 9177/46302 [9:44:23<38:52:35,  3.77s/it]
 20%|█▉        | 9178/46302 [9:44:27<38:53:12,  3.77s/it]
 20%|█▉        | 9179/46302 [9:44:31<38:52:52,  3.77s/it]
 20%|█▉        | 9180/46302 [9:44:34<38:52:52,  3.77s/it]
 20%|█▉        | 9181/46302 [9:44:38<38:52:34,  3.77s/it]
 20%|█▉        | 9182/46302 [9:44:42<38:52:13,  3.77s/it]
 20%|█▉        | 9183/46302 [9:44:46<38:52:32,  3.77s/it]
 20%|█▉        | 9184/46302 [9:44:50<38:52:08,  3.77s/it]
 20%|█▉        | 9185/46302 [9:44:53<38:52:02,  3.77s/it]
 20%|█▉        | 9186/46302 [9:44:57<38:52:18,  3.77s/it]
 20%|█▉        | 9187/46302 [9:45:01<38:52:38,  3.77s/it]
 20%|█▉        | 9188/46302 [9:45:05<38:52:37,  3.77s/it]
 20%|█▉        | 9189/46302 [9:45:08<38:52:45,  3.77s/it]
 20%|█▉        | 9190/46302 [9:45:12<38:52:31,  3.77s/it]
 20%|█▉        | 9191/46302 [9:45:16<38:52:33,  3.77s/it]
 20%|█▉        | 9192/46302 [9:45:20<38:52:29,  3.77s/it]
 20%|█▉        | 9193/46302 [9:45:23<38:52:22,  3.77s/it]
 20%|█▉        | 9194/46302 [9:45:27<38:51:26,  3.77s/it]
 20%|█▉        | 9195/46302 [9:45:31<38:51:41,  3.77s/it]
 20%|█▉        | 9196/46302 [9:45:35<38:50:48,  3.77s/it]
 20%|█▉        | 9197/46302 [9:45:39<38:50:49,  3.77s/it]
 20%|█▉        | 9198/46302 [9:45:42<38:50:57,  3.77s/it]
 20%|█▉        | 9199/46302 [9:45:46<38:50:10,  3.77s/it]
 20%|█▉        | 9200/46302 [9:45:50<38:50:11,  3.77s/it]
 20%|█▉        | 9201/46302 [9:45:54<38:50:42,  3.77s/it]
 20%|█▉        | 9202/46302 [9:45:57<38:50:47,  3.77s/it]
 20%|█▉        | 9203/46302 [9:46:01<38:50:45,  3.77s/it]
 20%|█▉        | 9204/46302 [9:46:05<38:50:28,  3.77s/it]
 20%|█▉        | 9205/46302 [9:46:09<38:50:24,  3.77s/it]
 20%|█▉        | 9206/46302 [9:46:12<38:50:24,  3.77s/it]
 20%|█▉        | 9207/46302 [9:46:16<38:50:23,  3.77s/it]
 20%|█▉        | 9208/46302 [9:46:20<38:49:50,  3.77s/it]
 20%|█▉        | 9209/46302 [9:46:24<38:49:57,  3.77s/it]
 20%|█▉        | 9210/46302 [9:46:28<38:50:00,  3.77s/it]
 20%|█▉        | 9211/46302 [9:46:31<38:50:05,  3.77s/it]
 20%|█▉        | 9212/46302 [9:46:35<38:50:00,  3.77s/it]
 20%|█▉        | 9213/46302 [9:46:39<38:49:57,  3.77s/it]
 20%|█▉        | 9214/46302 [9:46:43<38:50:13,  3.77s/it]
 20%|█▉        | 9215/46302 [9:46:46<38:49:44,  3.77s/it]
 20%|█▉        | 9216/46302 [9:46:50<38:49:53,  3.77s/it]
 20%|█▉        | 9217/46302 [9:46:54<38:49:24,  3.77s/it]
 20%|█▉        | 9218/46302 [9:46:58<38:49:22,  3.77s/it]
 20%|█▉        | 9219/46302 [9:47:01<38:49:18,  3.77s/it]
 20%|█▉        | 9220/46302 [9:47:05<38:49:01,  3.77s/it]
 20%|█▉        | 9221/46302 [9:47:09<38:48:43,  3.77s/it]
 20%|█▉        | 9222/46302 [9:47:13<38:48:52,  3.77s/it]
 20%|█▉        | 9223/46302 [9:47:17<38:48:46,  3.77s/it]
 20%|█▉        | 9224/46302 [9:47:20<38:48:56,  3.77s/it]
 20%|█▉        | 9225/46302 [9:47:24<38:49:03,  3.77s/it]
 20%|█▉        | 9226/46302 [9:47:28<38:48:49,  3.77s/it]
 20%|█▉        | 9227/46302 [9:47:32<38:49:00,  3.77s/it]
 20%|█▉        | 9228/46302 [9:47:35<38:49:12,  3.77s/it]
 20%|█▉        | 9229/46302 [9:47:39<38:49:13,  3.77s/it]
 20%|█▉        | 9230/46302 [9:47:43<38:48:34,  3.77s/it]
 20%|█▉        | 9231/46302 [9:47:47<38:48:50,  3.77s/it]
 20%|█▉        | 9232/46302 [9:47:50<38:48:28,  3.77s/it]
 20%|█▉        | 9233/46302 [9:47:54<38:48:21,  3.77s/it]
 20%|█▉        | 9234/46302 [9:47:58<38:48:37,  3.77s/it]
 20%|█▉        | 9235/46302 [9:48:02<38:48:17,  3.77s/it]
 20%|█▉        | 9236/46302 [9:48:06<38:48:47,  3.77s/it]
 20%|█▉        | 9237/46302 [9:48:09<38:48:19,  3.77s/it]
 20%|█▉        | 9238/46302 [9:48:13<38:48:22,  3.77s/it]
 20%|█▉        | 9239/46302 [9:48:17<38:48:16,  3.77s/it]
 20%|█▉        | 9240/46302 [9:48:21<38:48:13,  3.77s/it]
 20%|█▉        | 9241/46302 [9:48:24<38:47:48,  3.77s/it]
 20%|█▉        | 9242/46302 [9:48:28<38:48:03,  3.77s/it]
 20%|█▉        | 9243/46302 [9:48:32<38:47:51,  3.77s/it]
 20%|█▉        | 9244/46302 [9:48:36<38:48:18,  3.77s/it]
 20%|█▉        | 9245/46302 [9:48:39<38:47:49,  3.77s/it]
 20%|█▉        | 9246/46302 [9:48:43<38:48:14,  3.77s/it]
 20%|█▉        | 9247/46302 [9:48:47<38:47:53,  3.77s/it]
 20%|█▉        | 9248/46302 [9:48:51<38:48:20,  3.77s/it]
 20%|█▉        | 9249/46302 [9:48:55<38:48:32,  3.77s/it]
 20%|█▉        | 9250/46302 [9:48:58<38:48:35,  3.77s/it]
 20%|█▉        | 9251/46302 [9:49:02<38:48:06,  3.77s/it]
 20%|█▉        | 9252/46302 [9:49:06<38:47:37,  3.77s/it]
 20%|█▉        | 9253/46302 [9:49:10<38:46:55,  3.77s/it]
 20%|█▉        | 9254/46302 [9:49:13<38:47:07,  3.77s/it]
 20%|█▉        | 9255/46302 [9:49:17<38:46:45,  3.77s/it]
 20%|█▉        | 9256/46302 [9:49:21<38:46:55,  3.77s/it]
 20%|█▉        | 9257/46302 [9:49:25<38:47:25,  3.77s/it]
 20%|█▉        | 9258/46302 [9:49:28<38:47:36,  3.77s/it]
 20%|█▉        | 9259/46302 [9:49:32<38:48:03,  3.77s/it]
 20%|█▉        | 9260/46302 [9:49:36<38:47:21,  3.77s/it]
 20%|██        | 9261/46302 [9:49:40<38:47:51,  3.77s/it]
 20%|██        | 9262/46302 [9:49:44<38:47:57,  3.77s/it]
 20%|██        | 9263/46302 [9:49:47<38:47:57,  3.77s/it]
 20%|██        | 9264/46302 [9:49:51<38:47:58,  3.77s/it]
 20%|██        | 9265/46302 [9:49:55<38:47:46,  3.77s/it]
 20%|██        | 9266/46302 [9:49:59<38:47:39,  3.77s/it]
 20%|██        | 9267/46302 [9:50:02<38:47:21,  3.77s/it]
 20%|██        | 9268/46302 [9:50:06<38:47:32,  3.77s/it]
 20%|██        | 9269/46302 [9:50:10<38:47:10,  3.77s/it]
 20%|██        | 9270/46302 [9:50:14<38:46:39,  3.77s/it]
 20%|██        | 9271/46302 [9:50:17<38:46:03,  3.77s/it]
 20%|██        | 9272/46302 [9:50:21<38:46:05,  3.77s/it]
 20%|██        | 9273/46302 [9:50:25<38:45:47,  3.77s/it]
 20%|██        | 9274/46302 [9:50:29<38:46:07,  3.77s/it]
 20%|██        | 9275/46302 [9:50:33<38:46:25,  3.77s/it]
 20%|██        | 9276/46302 [9:50:36<38:46:41,  3.77s/it]
 20%|██        | 9277/46302 [9:50:40<38:46:45,  3.77s/it]
 20%|██        | 9278/46302 [9:50:44<38:47:02,  3.77s/it]
 20%|██        | 9279/46302 [9:50:48<38:46:49,  3.77s/it]
 20%|██        | 9280/46302 [9:50:51<38:46:12,  3.77s/it]
 20%|██        | 9281/46302 [9:50:55<38:45:57,  3.77s/it]
 20%|██        | 9282/46302 [9:50:59<38:46:02,  3.77s/it]
 20%|██        | 9283/46302 [9:51:03<38:45:59,  3.77s/it]
 20%|██        | 9284/46302 [9:51:06<38:45:48,  3.77s/it]
 20%|██        | 9285/46302 [9:51:10<38:45:36,  3.77s/it]
 20%|██        | 9286/46302 [9:51:14<38:46:11,  3.77s/it]
 20%|██        | 9287/46302 [9:51:18<38:46:12,  3.77s/it]
 20%|██        | 9288/46302 [9:51:22<38:46:00,  3.77s/it]
 20%|██        | 9289/46302 [9:51:25<38:45:37,  3.77s/it]
 20%|██        | 9290/46302 [9:51:29<38:45:22,  3.77s/it]
 20%|██        | 9291/46302 [9:51:33<38:45:25,  3.77s/it]
 20%|██        | 9292/46302 [9:51:37<38:45:15,  3.77s/it]
 20%|██        | 9293/46302 [9:51:40<38:45:08,  3.77s/it]
 20%|██        | 9294/46302 [9:51:44<38:44:21,  3.77s/it]
 20%|██        | 9295/46302 [9:51:48<38:44:15,  3.77s/it]
 20%|██        | 9296/46302 [9:51:52<38:44:26,  3.77s/it]
 20%|██        | 9297/46302 [9:51:55<38:44:05,  3.77s/it]
 20%|██        | 9298/46302 [9:51:59<38:44:46,  3.77s/it]
 20%|██        | 9299/46302 [9:52:03<38:44:18,  3.77s/it]
 20%|██        | 9300/46302 [9:52:07<38:44:21,  3.77s/it]
 20%|██        | 9301/46302 [9:52:11<38:44:28,  3.77s/it]
 20%|██        | 9302/46302 [9:52:14<38:44:13,  3.77s/it]
 20%|██        | 9303/46302 [9:52:18<38:44:19,  3.77s/it]
 20%|██        | 9304/46302 [9:52:22<38:44:26,  3.77s/it]
 20%|██        | 9305/46302 [9:52:26<38:44:18,  3.77s/it]
 20%|██        | 9306/46302 [9:52:29<38:44:02,  3.77s/it]
 20%|██        | 9307/46302 [9:52:33<38:44:19,  3.77s/it]
 20%|██        | 9308/46302 [9:52:37<38:44:38,  3.77s/it]
 20%|██        | 9309/46302 [9:52:41<38:44:03,  3.77s/it]
 20%|██        | 9310/46302 [9:52:44<38:44:13,  3.77s/it]
 20%|██        | 9311/46302 [9:52:48<38:44:11,  3.77s/it]
 20%|██        | 9312/46302 [9:52:52<38:44:14,  3.77s/it]
 20%|██        | 9313/46302 [9:52:56<38:44:35,  3.77s/it]
 20%|██        | 9314/46302 [9:53:00<38:44:24,  3.77s/it]
 20%|██        | 9315/46302 [9:53:03<38:43:53,  3.77s/it]
 20%|██        | 9316/46302 [9:53:07<38:43:52,  3.77s/it]
 20%|██        | 9317/46302 [9:53:11<38:43:48,  3.77s/it]
 20%|██        | 9318/46302 [9:53:15<38:43:44,  3.77s/it]
 20%|██        | 9319/46302 [9:53:18<38:43:52,  3.77s/it]
 20%|██        | 9320/46302 [9:53:22<38:43:53,  3.77s/it]
 20%|██        | 9321/46302 [9:53:26<38:43:32,  3.77s/it]
 20%|██        | 9322/46302 [9:53:30<38:42:45,  3.77s/it]
 20%|██        | 9323/46302 [9:53:33<38:43:20,  3.77s/it]
 20%|██        | 9324/46302 [9:53:37<38:43:28,  3.77s/it]
 20%|██        | 9325/46302 [9:53:41<38:43:30,  3.77s/it]
 20%|██        | 9326/46302 [9:53:45<38:43:05,  3.77s/it]
 20%|██        | 9327/46302 [9:53:49<38:42:41,  3.77s/it]
 20%|██        | 9328/46302 [9:53:52<38:42:43,  3.77s/it]
 20%|██        | 9329/46302 [9:53:56<38:42:38,  3.77s/it]
 20%|██        | 9330/46302 [9:54:00<38:42:24,  3.77s/it]
 20%|██        | 9331/46302 [9:54:04<38:42:02,  3.77s/it]
 20%|██        | 9332/46302 [9:54:07<38:42:44,  3.77s/it]
 20%|██        | 9333/46302 [9:54:11<38:42:50,  3.77s/it]
 20%|██        | 9334/46302 [9:54:15<38:42:45,  3.77s/it]
 20%|██        | 9335/46302 [9:54:19<38:42:30,  3.77s/it]
 20%|██        | 9336/46302 [9:54:22<38:42:27,  3.77s/it]
 20%|██        | 9337/46302 [9:54:26<38:42:11,  3.77s/it]
 20%|██        | 9338/46302 [9:54:30<38:42:00,  3.77s/it]
 20%|██        | 9339/46302 [9:54:34<38:42:02,  3.77s/it]
 20%|██        | 9340/46302 [9:54:38<38:42:11,  3.77s/it]
 20%|██        | 9341/46302 [9:54:41<38:41:33,  3.77s/it]
 20%|██        | 9342/46302 [9:54:45<38:41:43,  3.77s/it]
 20%|██        | 9343/46302 [9:54:49<38:41:04,  3.77s/it]
 20%|██        | 9344/46302 [9:54:53<38:41:21,  3.77s/it]
 20%|██        | 9345/46302 [9:54:56<38:40:58,  3.77s/it]
 20%|██        | 9346/46302 [9:55:00<38:40:53,  3.77s/it]
 20%|██        | 9347/46302 [9:55:04<38:41:15,  3.77s/it]
 20%|██        | 9348/46302 [9:55:08<38:40:58,  3.77s/it]
 20%|██        | 9349/46302 [9:55:11<38:41:06,  3.77s/it]
 20%|██        | 9350/46302 [9:55:15<38:41:17,  3.77s/it]
 20%|██        | 9351/46302 [9:55:19<38:42:01,  3.77s/it]
 20%|██        | 9352/46302 [9:55:23<38:41:58,  3.77s/it]
 20%|██        | 9353/46302 [9:55:27<38:42:02,  3.77s/it]
 20%|██        | 9354/46302 [9:55:30<38:42:17,  3.77s/it]
 20%|██        | 9355/46302 [9:55:34<38:42:11,  3.77s/it]
 20%|██        | 9356/46302 [9:55:38<38:42:09,  3.77s/it]
 20%|██        | 9357/46302 [9:55:42<38:41:50,  3.77s/it]
 20%|██        | 9358/46302 [9:55:45<38:41:54,  3.77s/it]
 20%|██        | 9359/46302 [9:55:49<38:41:31,  3.77s/it]
 20%|██        | 9360/46302 [9:55:53<38:41:44,  3.77s/it]
 20%|██        | 9361/46302 [9:55:57<38:41:38,  3.77s/it]
 20%|██        | 9362/46302 [9:56:01<38:41:11,  3.77s/it]
 20%|██        | 9363/46302 [9:56:04<38:41:12,  3.77s/it]
 20%|██        | 9364/46302 [9:56:08<38:41:10,  3.77s/it]
 20%|██        | 9365/46302 [9:56:12<38:40:46,  3.77s/it]
 20%|██        | 9366/46302 [9:56:16<38:40:26,  3.77s/it]
 20%|██        | 9367/46302 [9:56:19<38:40:27,  3.77s/it]
 20%|██        | 9368/46302 [9:56:23<38:40:09,  3.77s/it]
 20%|██        | 9369/46302 [9:56:27<38:40:26,  3.77s/it]
 20%|██        | 9370/46302 [9:56:31<38:40:13,  3.77s/it]
 20%|██        | 9371/46302 [9:56:34<38:39:56,  3.77s/it]
 20%|██        | 9372/46302 [9:56:38<38:40:38,  3.77s/it]
 20%|██        | 9373/46302 [9:56:42<38:40:14,  3.77s/it]
 20%|██        | 9374/46302 [9:56:46<38:40:25,  3.77s/it]
 20%|██        | 9375/46302 [9:56:50<38:40:04,  3.77s/it]
 20%|██        | 9376/46302 [9:56:53<38:40:08,  3.77s/it]
 20%|██        | 9377/46302 [9:56:57<38:39:27,  3.77s/it]
 20%|██        | 9378/46302 [9:57:01<38:40:15,  3.77s/it]
 20%|██        | 9379/46302 [9:57:05<38:39:57,  3.77s/it]
 20%|██        | 9380/46302 [9:57:08<38:39:42,  3.77s/it]
 20%|██        | 9381/46302 [9:57:12<38:39:06,  3.77s/it]
 20%|██        | 9382/46302 [9:57:16<38:39:27,  3.77s/it]
 20%|██        | 9383/46302 [9:57:20<38:39:22,  3.77s/it]
 20%|██        | 9384/46302 [9:57:23<38:39:54,  3.77s/it]
 20%|██        | 9385/46302 [9:57:27<38:39:33,  3.77s/it]
 20%|██        | 9386/46302 [9:57:31<38:39:13,  3.77s/it]
 20%|██        | 9387/46302 [9:57:35<38:38:39,  3.77s/it]
 20%|██        | 9388/46302 [9:57:39<38:38:34,  3.77s/it]
 20%|██        | 9389/46302 [9:57:42<38:38:20,  3.77s/it]
 20%|██        | 9390/46302 [9:57:46<38:39:03,  3.77s/it]
 20%|██        | 9391/46302 [9:57:50<38:38:50,  3.77s/it]
 20%|██        | 9392/46302 [9:57:54<38:39:30,  3.77s/it]
 20%|██        | 9393/46302 [9:57:57<38:39:24,  3.77s/it]
 20%|██        | 9394/46302 [9:58:01<38:39:14,  3.77s/it]
 20%|██        | 9395/46302 [9:58:05<38:38:42,  3.77s/it]
 20%|██        | 9396/46302 [9:58:09<38:38:39,  3.77s/it]
 20%|██        | 9397/46302 [9:58:12<38:38:51,  3.77s/it]
 20%|██        | 9398/46302 [9:58:16<38:38:12,  3.77s/it]
 20%|██        | 9399/46302 [9:58:20<38:37:46,  3.77s/it]
 20%|██        | 9400/46302 [9:58:24<38:38:05,  3.77s/it]
 20%|██        | 9401/46302 [9:58:28<38:38:05,  3.77s/it]
 20%|██        | 9402/46302 [9:58:31<38:37:48,  3.77s/it]
 20%|██        | 9403/46302 [9:58:35<38:37:19,  3.77s/it]
 20%|██        | 9404/46302 [9:58:39<38:37:35,  3.77s/it]
 20%|██        | 9405/46302 [9:58:43<38:43:25,  3.78s/it]
 20%|██        | 9406/46302 [9:58:46<38:50:57,  3.79s/it]
 20%|██        | 9407/46302 [9:58:50<38:56:13,  3.80s/it]
 20%|██        | 9408/46302 [9:58:54<39:00:34,  3.81s/it]
 20%|██        | 9409/46302 [9:58:58<39:02:42,  3.81s/it]
 20%|██        | 9410/46302 [9:59:02<39:03:57,  3.81s/it]
 20%|██        | 9411/46302 [9:59:06<39:05:35,  3.81s/it]
 20%|██        | 9412/46302 [9:59:09<39:07:04,  3.82s/it]
 20%|██        | 9413/46302 [9:59:13<39:06:56,  3.82s/it]
 20%|██        | 9414/46302 [9:59:17<39:07:00,  3.82s/it]
 20%|██        | 9415/46302 [9:59:21<39:07:33,  3.82s/it]
 20%|██        | 9416/46302 [9:59:25<39:07:01,  3.82s/it]
 20%|██        | 9417/46302 [9:59:28<39:07:46,  3.82s/it]
 20%|██        | 9418/46302 [9:59:32<39:08:00,  3.82s/it]
 20%|██        | 9419/46302 [9:59:36<39:08:29,  3.82s/it]
 20%|██        | 9420/46302 [9:59:40<39:08:51,  3.82s/it]
 20%|██        | 9421/46302 [9:59:44<39:08:53,  3.82s/it]
 20%|██        | 9422/46302 [9:59:48<39:08:34,  3.82s/it]
 20%|██        | 9423/46302 [9:59:51<39:07:08,  3.82s/it]
 20%|██        | 9424/46302 [9:59:55<39:07:37,  3.82s/it]
 20%|██        | 9425/46302 [9:59:59<39:07:04,  3.82s/it]
 20%|██        | 9426/46302 [10:00:03<39:07:27,  3.82s/it]
 20%|██        | 9427/46302 [10:00:07<39:07:15,  3.82s/it]
 20%|██        | 9428/46302 [10:00:10<39:06:22,  3.82s/it]
 20%|██        | 9429/46302 [10:00:14<39:05:44,  3.82s/it]
 20%|██        | 9430/46302 [10:00:18<39:06:29,  3.82s/it]
 20%|██        | 9431/46302 [10:00:22<39:07:04,  3.82s/it]
 20%|██        | 9432/46302 [10:00:26<39:07:12,  3.82s/it]
 20%|██        | 9433/46302 [10:00:30<39:07:26,  3.82s/it]
 20%|██        | 9434/46302 [10:00:33<39:07:35,  3.82s/it]
 20%|██        | 9435/46302 [10:00:37<39:06:41,  3.82s/it]
 20%|██        | 9436/46302 [10:00:41<39:07:05,  3.82s/it]
 20%|██        | 9437/46302 [10:00:45<39:07:12,  3.82s/it]
 20%|██        | 9438/46302 [10:00:49<39:07:35,  3.82s/it]
 20%|██        | 9439/46302 [10:00:52<39:07:20,  3.82s/it]
 20%|██        | 9440/46302 [10:00:56<39:06:45,  3.82s/it]
 20%|██        | 9441/46302 [10:01:00<39:07:13,  3.82s/it]
 20%|██        | 9442/46302 [10:01:04<39:07:41,  3.82s/it]
 20%|██        | 9443/46302 [10:01:08<39:07:38,  3.82s/it]
 20%|██        | 9444/46302 [10:01:12<39:06:59,  3.82s/it]
 20%|██        | 9445/46302 [10:01:15<39:06:52,  3.82s/it]
 20%|██        | 9446/46302 [10:01:19<39:07:10,  3.82s/it]
 20%|██        | 9447/46302 [10:01:23<39:06:51,  3.82s/it]
 20%|██        | 9448/46302 [10:01:27<39:06:33,  3.82s/it]
 20%|██        | 9449/46302 [10:01:31<39:06:05,  3.82s/it]
 20%|██        | 9450/46302 [10:01:35<39:06:22,  3.82s/it]
 20%|██        | 9451/46302 [10:01:38<39:06:08,  3.82s/it]
 20%|██        | 9452/46302 [10:01:42<39:06:17,  3.82s/it]
 20%|██        | 9453/46302 [10:01:46<39:06:02,  3.82s/it]
 20%|██        | 9454/46302 [10:01:50<39:05:45,  3.82s/it]
 20%|██        | 9455/46302 [10:01:54<39:05:47,  3.82s/it]
 20%|██        | 9456/46302 [10:01:57<39:05:45,  3.82s/it]
 20%|██        | 9457/46302 [10:02:01<39:05:11,  3.82s/it]
 20%|██        | 9458/46302 [10:02:05<39:04:44,  3.82s/it]
 20%|██        | 9459/46302 [10:02:09<39:04:28,  3.82s/it]
 20%|██        | 9460/46302 [10:02:13<39:04:34,  3.82s/it]
 20%|██        | 9461/46302 [10:02:17<39:05:00,  3.82s/it]
 20%|██        | 9462/46302 [10:02:20<39:04:45,  3.82s/it]
 20%|██        | 9463/46302 [10:02:24<39:03:52,  3.82s/it]
 20%|██        | 9464/46302 [10:02:28<39:03:56,  3.82s/it]
 20%|██        | 9465/46302 [10:02:32<39:04:44,  3.82s/it]
 20%|██        | 9466/46302 [10:02:36<39:04:47,  3.82s/it]
 20%|██        | 9467/46302 [10:02:39<39:04:50,  3.82s/it]
 20%|██        | 9468/46302 [10:02:43<39:05:00,  3.82s/it]
 20%|██        | 9469/46302 [10:02:47<39:04:51,  3.82s/it]
 20%|██        | 9470/46302 [10:02:51<39:05:10,  3.82s/it]
 20%|██        | 9471/46302 [10:02:55<39:04:07,  3.82s/it]
 20%|██        | 9472/46302 [10:02:59<39:03:53,  3.82s/it]
 20%|██        | 9473/46302 [10:03:02<39:03:56,  3.82s/it]
 20%|██        | 9474/46302 [10:03:06<39:04:22,  3.82s/it]
 20%|██        | 9475/46302 [10:03:10<39:04:29,  3.82s/it]
 20%|██        | 9476/46302 [10:03:14<39:04:39,  3.82s/it]
 20%|██        | 9477/46302 [10:03:18<39:04:42,  3.82s/it]
 20%|██        | 9478/46302 [10:03:21<39:03:59,  3.82s/it]
 20%|██        | 9479/46302 [10:03:25<39:04:04,  3.82s/it]
 20%|██        | 9480/46302 [10:03:29<39:04:26,  3.82s/it]
 20%|██        | 9481/46302 [10:03:33<39:03:49,  3.82s/it]
 20%|██        | 9482/46302 [10:03:37<39:04:12,  3.82s/it]
 20%|██        | 9483/46302 [10:03:41<39:04:25,  3.82s/it]
 20%|██        | 9484/46302 [10:03:44<39:04:21,  3.82s/it]
 20%|██        | 9485/46302 [10:03:48<39:04:13,  3.82s/it]
 20%|██        | 9486/46302 [10:03:52<39:04:03,  3.82s/it]
 20%|██        | 9487/46302 [10:03:56<39:04:06,  3.82s/it]
 20%|██        | 9488/46302 [10:04:00<39:03:34,  3.82s/it]
 20%|██        | 9489/46302 [10:04:03<39:03:22,  3.82s/it]
 20%|██        | 9490/46302 [10:04:07<39:03:44,  3.82s/it]
 20%|██        | 9491/46302 [10:04:11<39:03:43,  3.82s/it]
 21%|██        | 9492/46302 [10:04:15<39:03:18,  3.82s/it]
 21%|██        | 9493/46302 [10:04:19<39:03:07,  3.82s/it]
 21%|██        | 9494/46302 [10:04:23<39:03:00,  3.82s/it]
 21%|██        | 9495/46302 [10:04:26<39:02:52,  3.82s/it]
 21%|██        | 9496/46302 [10:04:30<39:02:58,  3.82s/it]
 21%|██        | 9497/46302 [10:04:34<39:03:44,  3.82s/it]
 21%|██        | 9498/46302 [10:04:38<39:04:01,  3.82s/it]
 21%|██        | 9499/46302 [10:04:42<39:04:33,  3.82s/it]
 21%|██        | 9500/46302 [10:04:46<39:04:26,  3.82s/it]
                                                          
{'loss': 3.4438, 'learning_rate': 0.004061851573881948, 'epoch': 0.21}

 21%|██        | 9500/46302 [10:04:46<39:04:26,  3.82s/it]
 21%|██        | 9501/46302 [10:04:49<39:05:14,  3.82s/it]
 21%|██        | 9502/46302 [10:04:53<39:04:54,  3.82s/it]
 21%|██        | 9503/46302 [10:04:57<39:04:02,  3.82s/it]
 21%|██        | 9504/46302 [10:05:01<39:04:11,  3.82s/it]
 21%|██        | 9505/46302 [10:05:05<39:03:46,  3.82s/it]
 21%|██        | 9506/46302 [10:05:08<39:03:07,  3.82s/it]
 21%|██        | 9507/46302 [10:05:12<39:03:32,  3.82s/it]
 21%|██        | 9508/46302 [10:05:16<39:04:14,  3.82s/it]
 21%|██        | 9509/46302 [10:05:20<39:04:23,  3.82s/it]
 21%|██        | 9510/46302 [10:05:24<39:03:49,  3.82s/it]
 21%|██        | 9511/46302 [10:05:28<39:03:27,  3.82s/it]
 21%|██        | 9512/46302 [10:05:31<39:03:02,  3.82s/it]
 21%|██        | 9513/46302 [10:05:35<39:03:39,  3.82s/it]
 21%|██        | 9514/46302 [10:05:39<39:03:05,  3.82s/it]
 21%|██        | 9515/46302 [10:05:43<39:03:32,  3.82s/it]
 21%|██        | 9516/46302 [10:05:47<39:02:46,  3.82s/it]
 21%|██        | 9517/46302 [10:05:50<39:02:42,  3.82s/it]
 21%|██        | 9518/46302 [10:05:54<39:01:56,  3.82s/it]
 21%|██        | 9519/46302 [10:05:58<39:02:10,  3.82s/it]
 21%|██        | 9520/46302 [10:06:02<39:03:21,  3.82s/it]
 21%|██        | 9521/46302 [10:06:06<39:03:46,  3.82s/it]
 21%|██        | 9522/46302 [10:06:10<39:03:48,  3.82s/it]
 21%|██        | 9523/46302 [10:06:13<39:03:27,  3.82s/it]
 21%|██        | 9524/46302 [10:06:17<39:03:37,  3.82s/it]
 21%|██        | 9525/46302 [10:06:21<39:02:58,  3.82s/it]
 21%|██        | 9526/46302 [10:06:25<39:02:56,  3.82s/it]
 21%|██        | 9527/46302 [10:06:29<39:03:04,  3.82s/it]
 21%|██        | 9528/46302 [10:06:33<39:03:03,  3.82s/it]
 21%|██        | 9529/46302 [10:06:36<39:02:32,  3.82s/it]
 21%|██        | 9530/46302 [10:06:40<39:02:00,  3.82s/it]
 21%|██        | 9531/46302 [10:06:44<39:02:13,  3.82s/it]
 21%|██        | 9532/46302 [10:06:48<39:01:22,  3.82s/it]
 21%|██        | 9533/46302 [10:06:52<39:01:34,  3.82s/it]
 21%|██        | 9534/46302 [10:06:55<39:01:54,  3.82s/it]
 21%|██        | 9535/46302 [10:06:59<39:02:06,  3.82s/it]
 21%|██        | 9536/46302 [10:07:03<39:02:06,  3.82s/it]
 21%|██        | 9537/46302 [10:07:07<39:01:45,  3.82s/it]
 21%|██        | 9538/46302 [10:07:11<39:01:31,  3.82s/it]
 21%|██        | 9539/46302 [10:07:15<39:01:03,  3.82s/it]
 21%|██        | 9540/46302 [10:07:18<39:00:49,  3.82s/it]
 21%|██        | 9541/46302 [10:07:22<39:00:10,  3.82s/it]
 21%|██        | 9542/46302 [10:07:26<38:58:58,  3.82s/it]
 21%|██        | 9543/46302 [10:07:30<39:00:01,  3.82s/it]
 21%|██        | 9544/46302 [10:07:34<39:00:01,  3.82s/it]
 21%|██        | 9545/46302 [10:07:37<39:00:17,  3.82s/it]
 21%|██        | 9546/46302 [10:07:41<39:00:20,  3.82s/it]
 21%|██        | 9547/46302 [10:07:45<39:00:48,  3.82s/it]
 21%|██        | 9548/46302 [10:07:49<39:01:36,  3.82s/it]
 21%|██        | 9549/46302 [10:07:53<39:01:17,  3.82s/it]
 21%|██        | 9550/46302 [10:07:57<39:00:46,  3.82s/it]
 21%|██        | 9551/46302 [10:08:00<39:00:38,  3.82s/it]
 21%|██        | 9552/46302 [10:08:04<39:01:11,  3.82s/it]
 21%|██        | 9553/46302 [10:08:08<39:00:44,  3.82s/it]
 21%|██        | 9554/46302 [10:08:12<39:01:21,  3.82s/it]
 21%|██        | 9555/46302 [10:08:16<39:01:39,  3.82s/it]
 21%|██        | 9556/46302 [10:08:20<39:01:18,  3.82s/it]
 21%|██        | 9557/46302 [10:08:23<39:01:48,  3.82s/it]
 21%|██        | 9558/46302 [10:08:27<39:01:36,  3.82s/it]
 21%|██        | 9559/46302 [10:08:31<39:01:30,  3.82s/it]
 21%|██        | 9560/46302 [10:08:35<39:01:27,  3.82s/it]
 21%|██        | 9561/46302 [10:08:39<39:00:06,  3.82s/it]
 21%|██        | 9562/46302 [10:08:42<39:00:37,  3.82s/it]
 21%|██        | 9563/46302 [10:08:46<39:01:09,  3.82s/it]
 21%|██        | 9564/46302 [10:08:50<39:00:45,  3.82s/it]
 21%|██        | 9565/46302 [10:08:54<38:59:14,  3.82s/it]
 21%|██        | 9566/46302 [10:08:58<38:55:51,  3.82s/it]
 21%|██        | 9567/46302 [10:09:02<38:57:31,  3.82s/it]
 21%|██        | 9568/46302 [10:09:05<38:58:29,  3.82s/it]
 21%|██        | 9569/46302 [10:09:09<38:58:39,  3.82s/it]
 21%|██        | 9570/46302 [10:09:13<38:56:42,  3.82s/it]
 21%|██        | 9571/46302 [10:09:17<38:58:09,  3.82s/it]
 21%|██        | 9572/46302 [10:09:21<38:58:34,  3.82s/it]
 21%|██        | 9573/46302 [10:09:24<38:58:30,  3.82s/it]
 21%|██        | 9574/46302 [10:09:28<38:58:53,  3.82s/it]
 21%|██        | 9575/46302 [10:09:32<38:58:10,  3.82s/it]
 21%|██        | 9576/46302 [10:09:36<38:58:12,  3.82s/it]
 21%|██        | 9577/46302 [10:09:40<38:57:39,  3.82s/it]
 21%|██        | 9578/46302 [10:09:44<38:58:23,  3.82s/it]
 21%|██        | 9579/46302 [10:09:47<38:58:52,  3.82s/it]
 21%|██        | 9580/46302 [10:09:51<38:59:11,  3.82s/it]
 21%|██        | 9581/46302 [10:09:55<38:59:10,  3.82s/it]
 21%|██        | 9582/46302 [10:09:59<38:58:44,  3.82s/it]
 21%|██        | 9583/46302 [10:10:03<38:59:33,  3.82s/it]
 21%|██        | 9584/46302 [10:10:07<38:59:21,  3.82s/it]
 21%|██        | 9585/46302 [10:10:10<38:59:37,  3.82s/it]
 21%|██        | 9586/46302 [10:10:14<38:59:20,  3.82s/it]
 21%|██        | 9587/46302 [10:10:18<38:59:17,  3.82s/it]
 21%|██        | 9588/46302 [10:10:22<38:58:31,  3.82s/it]
 21%|██        | 9589/46302 [10:10:26<38:58:18,  3.82s/it]
 21%|██        | 9590/46302 [10:10:29<38:58:34,  3.82s/it]
 21%|██        | 9591/46302 [10:10:33<38:59:04,  3.82s/it]
 21%|██        | 9592/46302 [10:10:37<38:58:48,  3.82s/it]
 21%|██        | 9593/46302 [10:10:41<38:59:04,  3.82s/it]
 21%|██        | 9594/46302 [10:10:45<38:58:55,  3.82s/it]
 21%|██        | 9595/46302 [10:10:49<38:59:00,  3.82s/it]
 21%|██        | 9596/46302 [10:10:52<38:58:46,  3.82s/it]
 21%|██        | 9597/46302 [10:10:56<38:58:15,  3.82s/it]
 21%|██        | 9598/46302 [10:11:00<38:58:17,  3.82s/it]
 21%|██        | 9599/46302 [10:11:04<38:58:03,  3.82s/it]
 21%|██        | 9600/46302 [10:11:08<38:57:29,  3.82s/it]
 21%|██        | 9601/46302 [10:11:12<38:57:51,  3.82s/it]
 21%|██        | 9602/46302 [10:11:15<38:57:51,  3.82s/it]
 21%|██        | 9603/46302 [10:11:19<38:57:57,  3.82s/it]
 21%|██        | 9604/46302 [10:11:23<38:57:11,  3.82s/it]
 21%|██        | 9605/46302 [10:11:27<38:57:29,  3.82s/it]
 21%|██        | 9606/46302 [10:11:31<38:57:18,  3.82s/it]
 21%|██        | 9607/46302 [10:11:34<38:57:08,  3.82s/it]
 21%|██        | 9608/46302 [10:11:38<38:57:41,  3.82s/it]
 21%|██        | 9609/46302 [10:11:42<38:57:40,  3.82s/it]
 21%|██        | 9610/46302 [10:11:46<38:57:20,  3.82s/it]
 21%|██        | 9611/46302 [10:11:50<38:56:05,  3.82s/it]
 21%|██        | 9612/46302 [10:11:54<38:56:07,  3.82s/it]
 21%|██        | 9613/46302 [10:11:57<38:55:54,  3.82s/it]
 21%|██        | 9614/46302 [10:12:01<38:55:36,  3.82s/it]
 21%|██        | 9615/46302 [10:12:05<38:56:22,  3.82s/it]
 21%|██        | 9616/46302 [10:12:09<38:55:52,  3.82s/it]
 21%|██        | 9617/46302 [10:12:13<38:56:15,  3.82s/it]
 21%|██        | 9618/46302 [10:12:16<38:56:48,  3.82s/it]
 21%|██        | 9619/46302 [10:12:20<38:56:02,  3.82s/it]
 21%|██        | 9620/46302 [10:12:24<38:55:39,  3.82s/it]
 21%|██        | 9621/46302 [10:12:28<38:56:01,  3.82s/it]
 21%|██        | 9622/46302 [10:12:32<38:55:48,  3.82s/it]
 21%|██        | 9623/46302 [10:12:36<38:55:44,  3.82s/it]
 21%|██        | 9624/46302 [10:12:39<38:55:32,  3.82s/it]
 21%|██        | 9625/46302 [10:12:43<38:55:41,  3.82s/it]
 21%|██        | 9626/46302 [10:12:47<38:55:25,  3.82s/it]
 21%|██        | 9627/46302 [10:12:51<38:56:07,  3.82s/it]
 21%|██        | 9628/46302 [10:12:55<38:55:52,  3.82s/it]
 21%|██        | 9629/46302 [10:12:58<38:56:03,  3.82s/it]
 21%|██        | 9630/46302 [10:13:02<38:55:46,  3.82s/it]
 21%|██        | 9631/46302 [10:13:06<38:55:40,  3.82s/it]
 21%|██        | 9632/46302 [10:13:10<38:55:32,  3.82s/it]
 21%|██        | 9633/46302 [10:13:14<38:55:25,  3.82s/it]
 21%|██        | 9634/46302 [10:13:18<38:55:07,  3.82s/it]
 21%|██        | 9635/46302 [10:13:21<38:55:46,  3.82s/it]
 21%|██        | 9636/46302 [10:13:25<38:56:07,  3.82s/it]
 21%|██        | 9637/46302 [10:13:29<38:55:41,  3.82s/it]
 21%|██        | 9638/46302 [10:13:33<38:55:38,  3.82s/it]
 21%|██        | 9639/46302 [10:13:37<38:55:40,  3.82s/it]
 21%|██        | 9640/46302 [10:13:41<38:55:16,  3.82s/it]
 21%|██        | 9641/46302 [10:13:44<38:55:13,  3.82s/it]
 21%|██        | 9642/46302 [10:13:48<38:55:10,  3.82s/it]
 21%|██        | 9643/46302 [10:13:52<38:55:18,  3.82s/it]
 21%|██        | 9644/46302 [10:13:56<38:55:19,  3.82s/it]
 21%|██        | 9645/46302 [10:14:00<38:55:33,  3.82s/it]
 21%|██        | 9646/46302 [10:14:03<38:54:56,  3.82s/it]
 21%|██        | 9647/46302 [10:14:07<38:54:51,  3.82s/it]
 21%|██        | 9648/46302 [10:14:11<38:54:45,  3.82s/it]
 21%|██        | 9649/46302 [10:14:15<38:54:57,  3.82s/it]
 21%|██        | 9650/46302 [10:14:19<38:54:41,  3.82s/it]
 21%|██        | 9651/46302 [10:14:23<38:54:04,  3.82s/it]
 21%|██        | 9652/46302 [10:14:26<38:54:37,  3.82s/it]
 21%|██        | 9653/46302 [10:14:30<38:55:01,  3.82s/it]
 21%|██        | 9654/46302 [10:14:34<38:54:50,  3.82s/it]
 21%|██        | 9655/46302 [10:14:38<38:55:12,  3.82s/it]
 21%|██        | 9656/46302 [10:14:42<38:55:14,  3.82s/it]
 21%|██        | 9657/46302 [10:14:46<38:55:14,  3.82s/it]
 21%|██        | 9658/46302 [10:14:49<38:54:49,  3.82s/it]
 21%|██        | 9659/46302 [10:14:53<38:54:24,  3.82s/it]
 21%|██        | 9660/46302 [10:14:57<38:54:04,  3.82s/it]
 21%|██        | 9661/46302 [10:15:01<38:53:33,  3.82s/it]
 21%|██        | 9662/46302 [10:15:05<38:53:08,  3.82s/it]
 21%|██        | 9663/46302 [10:15:08<38:53:38,  3.82s/it]
 21%|██        | 9664/46302 [10:15:12<38:53:34,  3.82s/it]
 21%|██        | 9665/46302 [10:15:16<38:53:22,  3.82s/it]
 21%|██        | 9666/46302 [10:15:20<38:53:05,  3.82s/it]
 21%|██        | 9667/46302 [10:15:24<38:52:43,  3.82s/it]
 21%|██        | 9668/46302 [10:15:28<38:53:02,  3.82s/it]
 21%|██        | 9669/46302 [10:15:31<38:52:26,  3.82s/it]
 21%|██        | 9670/46302 [10:15:35<38:52:36,  3.82s/it]
 21%|██        | 9671/46302 [10:15:39<38:52:31,  3.82s/it]
 21%|██        | 9672/46302 [10:15:43<38:52:47,  3.82s/it]
 21%|██        | 9673/46302 [10:15:47<38:52:59,  3.82s/it]
 21%|██        | 9674/46302 [10:15:50<38:53:04,  3.82s/it]
 21%|██        | 9675/46302 [10:15:54<38:53:05,  3.82s/it]
 21%|██        | 9676/46302 [10:15:58<38:52:44,  3.82s/it]
 21%|██        | 9677/46302 [10:16:02<38:52:58,  3.82s/it]
 21%|██        | 9678/46302 [10:16:06<38:52:51,  3.82s/it]
 21%|██        | 9679/46302 [10:16:10<38:52:35,  3.82s/it]
 21%|██        | 9680/46302 [10:16:13<38:52:54,  3.82s/it]
 21%|██        | 9681/46302 [10:16:17<38:52:55,  3.82s/it]
 21%|██        | 9682/46302 [10:16:21<38:52:37,  3.82s/it]
 21%|██        | 9683/46302 [10:16:25<38:52:49,  3.82s/it]
 21%|██        | 9684/46302 [10:16:29<38:52:43,  3.82s/it]
 21%|██        | 9685/46302 [10:16:33<38:52:29,  3.82s/it]
 21%|██        | 9686/46302 [10:16:36<38:52:40,  3.82s/it]
 21%|██        | 9687/46302 [10:16:40<38:52:31,  3.82s/it]
 21%|██        | 9688/46302 [10:16:44<38:52:20,  3.82s/it]
 21%|██        | 9689/46302 [10:16:48<38:51:49,  3.82s/it]
 21%|██        | 9690/46302 [10:16:52<38:51:41,  3.82s/it]
 21%|██        | 9691/46302 [10:16:55<38:50:54,  3.82s/it]
 21%|██        | 9692/46302 [10:16:59<38:51:18,  3.82s/it]
 21%|██        | 9693/46302 [10:17:03<38:51:02,  3.82s/it]
 21%|██        | 9694/46302 [10:17:07<38:51:02,  3.82s/it]
 21%|██        | 9695/46302 [10:17:11<38:51:35,  3.82s/it]
 21%|██        | 9696/46302 [10:17:15<38:51:36,  3.82s/it]
 21%|██        | 9697/46302 [10:17:18<38:51:04,  3.82s/it]
 21%|██        | 9698/46302 [10:17:22<38:50:35,  3.82s/it]
 21%|██        | 9699/46302 [10:17:26<38:50:14,  3.82s/it]
 21%|██        | 9700/46302 [10:17:30<38:49:28,  3.82s/it]
 21%|██        | 9701/46302 [10:17:34<38:50:00,  3.82s/it]
 21%|██        | 9702/46302 [10:17:37<38:49:55,  3.82s/it]
 21%|██        | 9703/46302 [10:17:41<38:50:12,  3.82s/it]
 21%|██        | 9704/46302 [10:17:45<38:50:23,  3.82s/it]
 21%|██        | 9705/46302 [10:17:49<38:50:42,  3.82s/it]
 21%|██        | 9706/46302 [10:17:53<38:50:36,  3.82s/it]
 21%|██        | 9707/46302 [10:17:57<38:50:34,  3.82s/it]
 21%|██        | 9708/46302 [10:18:00<38:50:12,  3.82s/it]
 21%|██        | 9709/46302 [10:18:04<38:49:41,  3.82s/it]
 21%|██        | 9710/46302 [10:18:08<38:49:33,  3.82s/it]
 21%|██        | 9711/46302 [10:18:12<38:49:46,  3.82s/it]
 21%|██        | 9712/46302 [10:18:16<38:49:59,  3.82s/it]
 21%|██        | 9713/46302 [10:18:19<38:50:28,  3.82s/it]
 21%|██        | 9714/46302 [10:18:23<38:50:42,  3.82s/it]
 21%|██        | 9715/46302 [10:18:27<38:50:39,  3.82s/it]
 21%|██        | 9716/46302 [10:18:31<38:50:33,  3.82s/it]
 21%|██        | 9717/46302 [10:18:35<38:50:39,  3.82s/it]
 21%|██        | 9718/46302 [10:18:39<38:50:40,  3.82s/it]
 21%|██        | 9719/46302 [10:18:42<38:50:29,  3.82s/it]
 21%|██        | 9720/46302 [10:18:46<38:50:12,  3.82s/it]
 21%|██        | 9721/46302 [10:18:50<38:50:17,  3.82s/it]
 21%|██        | 9722/46302 [10:18:54<38:49:53,  3.82s/it]
 21%|██        | 9723/46302 [10:18:58<38:49:42,  3.82s/it]
 21%|██        | 9724/46302 [10:19:02<38:50:23,  3.82s/it]
 21%|██        | 9725/46302 [10:19:05<38:50:27,  3.82s/it]
 21%|██        | 9726/46302 [10:19:09<38:49:40,  3.82s/it]
 21%|██        | 9727/46302 [10:19:13<38:49:22,  3.82s/it]
 21%|██        | 9728/46302 [10:19:17<38:49:18,  3.82s/it]
 21%|██        | 9729/46302 [10:19:21<38:48:58,  3.82s/it]
 21%|██        | 9730/46302 [10:19:24<38:48:46,  3.82s/it]
 21%|██        | 9731/46302 [10:19:28<38:48:39,  3.82s/it]
 21%|██        | 9732/46302 [10:19:32<38:48:53,  3.82s/it]
 21%|██        | 9733/46302 [10:19:36<38:48:30,  3.82s/it]
 21%|██        | 9734/46302 [10:19:40<38:48:29,  3.82s/it]
 21%|██        | 9735/46302 [10:19:44<38:48:49,  3.82s/it]
 21%|██        | 9736/46302 [10:19:47<38:48:25,  3.82s/it]
 21%|██        | 9737/46302 [10:19:51<38:47:41,  3.82s/it]
 21%|██        | 9738/46302 [10:19:55<38:47:45,  3.82s/it]
 21%|██        | 9739/46302 [10:19:59<38:48:20,  3.82s/it]
 21%|██        | 9740/46302 [10:20:03<38:48:00,  3.82s/it]
 21%|██        | 9741/46302 [10:20:06<38:48:12,  3.82s/it]
 21%|██        | 9742/46302 [10:20:10<38:48:06,  3.82s/it]
 21%|██        | 9743/46302 [10:20:14<38:48:17,  3.82s/it]
 21%|██        | 9744/46302 [10:20:18<38:48:20,  3.82s/it]
 21%|██        | 9745/46302 [10:20:22<38:47:36,  3.82s/it]
 21%|██        | 9746/46302 [10:20:26<38:47:29,  3.82s/it]
 21%|██        | 9747/46302 [10:20:29<38:47:17,  3.82s/it]
 21%|██        | 9748/46302 [10:20:33<38:46:45,  3.82s/it]
 21%|██        | 9749/46302 [10:20:37<38:46:54,  3.82s/it]
 21%|██        | 9750/46302 [10:20:41<38:47:38,  3.82s/it]
 21%|██        | 9751/46302 [10:20:45<38:48:14,  3.82s/it]
 21%|██        | 9752/46302 [10:20:49<38:47:42,  3.82s/it]
 21%|██        | 9753/46302 [10:20:52<38:47:41,  3.82s/it]
 21%|██        | 9754/46302 [10:20:56<38:47:34,  3.82s/it]
 21%|██        | 9755/46302 [10:21:00<38:47:49,  3.82s/it]
 21%|██        | 9756/46302 [10:21:04<38:47:45,  3.82s/it]
 21%|██        | 9757/46302 [10:21:08<38:47:10,  3.82s/it]
 21%|██        | 9758/46302 [10:21:11<38:46:50,  3.82s/it]
 21%|██        | 9759/46302 [10:21:15<38:46:57,  3.82s/it]
 21%|██        | 9760/46302 [10:21:19<38:47:31,  3.82s/it]
 21%|██        | 9761/46302 [10:21:23<38:47:11,  3.82s/it]
 21%|██        | 9762/46302 [10:21:27<38:46:53,  3.82s/it]
 21%|██        | 9763/46302 [10:21:31<38:47:06,  3.82s/it]
 21%|██        | 9764/46302 [10:21:34<38:47:02,  3.82s/it]
 21%|██        | 9765/46302 [10:21:38<38:47:04,  3.82s/it]
 21%|██        | 9766/46302 [10:21:42<38:46:35,  3.82s/it]
 21%|██        | 9767/46302 [10:21:46<38:46:29,  3.82s/it]
 21%|██        | 9768/46302 [10:21:50<38:46:32,  3.82s/it]
 21%|██        | 9769/46302 [10:21:53<38:47:01,  3.82s/it]
 21%|██        | 9770/46302 [10:21:57<38:47:10,  3.82s/it]
 21%|██        | 9771/46302 [10:22:01<38:47:13,  3.82s/it]
 21%|██        | 9772/46302 [10:22:05<38:47:15,  3.82s/it]
 21%|██        | 9773/46302 [10:22:09<38:46:53,  3.82s/it]
 21%|██        | 9774/46302 [10:22:13<38:46:44,  3.82s/it]
 21%|██        | 9775/46302 [10:22:16<38:46:42,  3.82s/it]
 21%|██        | 9776/46302 [10:22:20<38:45:55,  3.82s/it]
 21%|██        | 9777/46302 [10:22:24<38:47:16,  3.82s/it]
 21%|██        | 9778/46302 [10:22:28<38:47:42,  3.82s/it]
 21%|██        | 9779/46302 [10:22:32<38:46:54,  3.82s/it]
 21%|██        | 9780/46302 [10:22:36<38:46:29,  3.82s/it]
 21%|██        | 9781/46302 [10:22:39<38:46:20,  3.82s/it]
 21%|██        | 9782/46302 [10:22:43<38:46:20,  3.82s/it]
 21%|██        | 9783/46302 [10:22:47<38:46:31,  3.82s/it]
 21%|██        | 9784/46302 [10:22:51<38:46:41,  3.82s/it]
 21%|██        | 9785/46302 [10:22:55<38:46:48,  3.82s/it]
 21%|██        | 9786/46302 [10:22:58<38:47:02,  3.82s/it]
 21%|██        | 9787/46302 [10:23:02<38:47:13,  3.82s/it]
 21%|██        | 9788/46302 [10:23:06<38:47:00,  3.82s/it]
 21%|██        | 9789/46302 [10:23:10<38:46:34,  3.82s/it]
 21%|██        | 9790/46302 [10:23:14<38:46:20,  3.82s/it]
 21%|██        | 9791/46302 [10:23:18<38:46:07,  3.82s/it]
 21%|██        | 9792/46302 [10:23:21<38:45:53,  3.82s/it]
 21%|██        | 9793/46302 [10:23:25<38:45:40,  3.82s/it]
 21%|██        | 9794/46302 [10:23:29<38:45:27,  3.82s/it]
 21%|██        | 9795/46302 [10:23:33<38:45:03,  3.82s/it]
 21%|██        | 9796/46302 [10:23:37<38:44:56,  3.82s/it]
 21%|██        | 9797/46302 [10:23:41<38:45:00,  3.82s/it]
 21%|██        | 9798/46302 [10:23:44<38:45:06,  3.82s/it]
 21%|██        | 9799/46302 [10:23:48<38:44:30,  3.82s/it]
 21%|██        | 9800/46302 [10:23:52<38:44:03,  3.82s/it]
 21%|██        | 9801/46302 [10:23:56<38:44:27,  3.82s/it]
 21%|██        | 9802/46302 [10:24:00<38:44:45,  3.82s/it]
 21%|██        | 9803/46302 [10:24:03<38:44:34,  3.82s/it]
 21%|██        | 9804/46302 [10:24:07<38:44:34,  3.82s/it]
 21%|██        | 9805/46302 [10:24:11<38:44:29,  3.82s/it]
 21%|██        | 9806/46302 [10:24:15<38:44:23,  3.82s/it]
 21%|██        | 9807/46302 [10:24:19<38:44:11,  3.82s/it]
 21%|██        | 9808/46302 [10:24:23<38:43:50,  3.82s/it]
 21%|██        | 9809/46302 [10:24:26<38:43:44,  3.82s/it]
 21%|██        | 9810/46302 [10:24:30<38:44:12,  3.82s/it]
 21%|██        | 9811/46302 [10:24:34<38:44:15,  3.82s/it]
 21%|██        | 9812/46302 [10:24:38<38:44:12,  3.82s/it]
 21%|██        | 9813/46302 [10:24:42<38:44:15,  3.82s/it]
 21%|██        | 9814/46302 [10:24:45<38:44:35,  3.82s/it]
 21%|██        | 9815/46302 [10:24:49<38:44:20,  3.82s/it]
 21%|██        | 9816/46302 [10:24:53<38:44:12,  3.82s/it]
 21%|██        | 9817/46302 [10:24:57<38:43:39,  3.82s/it]
 21%|██        | 9818/46302 [10:25:01<38:43:24,  3.82s/it]
 21%|██        | 9819/46302 [10:25:05<38:43:49,  3.82s/it]
 21%|██        | 9820/46302 [10:25:08<38:44:05,  3.82s/it]
 21%|██        | 9821/46302 [10:25:12<38:43:44,  3.82s/it]
 21%|██        | 9822/46302 [10:25:16<38:43:43,  3.82s/it]
 21%|██        | 9823/46302 [10:25:20<38:43:41,  3.82s/it]
 21%|██        | 9824/46302 [10:25:24<38:42:40,  3.82s/it]
 21%|██        | 9825/46302 [10:25:28<38:42:59,  3.82s/it]
 21%|██        | 9826/46302 [10:25:31<38:42:49,  3.82s/it]
 21%|██        | 9827/46302 [10:25:35<38:42:53,  3.82s/it]
 21%|██        | 9828/46302 [10:25:39<38:43:05,  3.82s/it]
 21%|██        | 9829/46302 [10:25:43<38:43:06,  3.82s/it]
 21%|██        | 9830/46302 [10:25:47<38:42:45,  3.82s/it]
 21%|██        | 9831/46302 [10:25:50<38:42:42,  3.82s/it]
 21%|██        | 9832/46302 [10:25:54<38:42:57,  3.82s/it]
 21%|██        | 9833/46302 [10:25:58<38:42:50,  3.82s/it]
 21%|██        | 9834/46302 [10:26:02<38:43:02,  3.82s/it]
 21%|██        | 9835/46302 [10:26:06<38:42:47,  3.82s/it]
 21%|██        | 9836/46302 [10:26:10<38:42:28,  3.82s/it]
 21%|██        | 9837/46302 [10:26:13<38:42:20,  3.82s/it]
 21%|██        | 9838/46302 [10:26:17<38:41:34,  3.82s/it]
 21%|██        | 9839/46302 [10:26:21<38:41:21,  3.82s/it]
 21%|██▏       | 9840/46302 [10:26:25<38:40:41,  3.82s/it]
 21%|██▏       | 9841/46302 [10:26:29<38:40:30,  3.82s/it]
 21%|██▏       | 9842/46302 [10:26:32<38:40:13,  3.82s/it]
 21%|██▏       | 9843/46302 [10:26:36<38:39:56,  3.82s/it]
 21%|██▏       | 9844/46302 [10:26:40<38:39:44,  3.82s/it]
 21%|██▏       | 9845/46302 [10:26:44<38:39:56,  3.82s/it]
 21%|██▏       | 9846/46302 [10:26:48<38:39:31,  3.82s/it]
 21%|██▏       | 9847/46302 [10:26:52<38:39:58,  3.82s/it]
 21%|██▏       | 9848/46302 [10:26:55<38:40:00,  3.82s/it]
 21%|██▏       | 9849/46302 [10:26:59<38:39:15,  3.82s/it]
 21%|██▏       | 9850/46302 [10:27:03<38:39:13,  3.82s/it]
 21%|██▏       | 9851/46302 [10:27:07<38:40:05,  3.82s/it]
 21%|██▏       | 9852/46302 [10:27:11<38:39:40,  3.82s/it]
 21%|██▏       | 9853/46302 [10:27:14<38:40:13,  3.82s/it]
 21%|██▏       | 9854/46302 [10:27:18<38:40:09,  3.82s/it]
 21%|██▏       | 9855/46302 [10:27:22<38:40:09,  3.82s/it]
 21%|██▏       | 9856/46302 [10:27:26<38:39:19,  3.82s/it]
 21%|██▏       | 9857/46302 [10:27:30<38:39:00,  3.82s/it]
 21%|██▏       | 9858/46302 [10:27:34<38:39:31,  3.82s/it]
 21%|██▏       | 9859/46302 [10:27:37<38:39:12,  3.82s/it]
 21%|██▏       | 9860/46302 [10:27:41<38:39:15,  3.82s/it]
 21%|██▏       | 9861/46302 [10:27:45<38:38:59,  3.82s/it]
 21%|██▏       | 9862/46302 [10:27:49<38:38:18,  3.82s/it]
 21%|██▏       | 9863/46302 [10:27:53<38:38:27,  3.82s/it]
 21%|██▏       | 9864/46302 [10:27:56<38:39:20,  3.82s/it]
 21%|██▏       | 9865/46302 [10:28:00<38:39:07,  3.82s/it]
 21%|██▏       | 9866/46302 [10:28:04<38:38:12,  3.82s/it]
 21%|██▏       | 9867/46302 [10:28:08<38:38:39,  3.82s/it]
 21%|██▏       | 9868/46302 [10:28:12<38:38:10,  3.82s/it]
 21%|██▏       | 9869/46302 [10:28:16<38:38:38,  3.82s/it]
 21%|██▏       | 9870/46302 [10:28:19<38:38:13,  3.82s/it]
 21%|██▏       | 9871/46302 [10:28:23<38:37:54,  3.82s/it]
 21%|██▏       | 9872/46302 [10:28:27<38:37:41,  3.82s/it]
 21%|██▏       | 9873/46302 [10:28:31<38:37:40,  3.82s/it]
 21%|██▏       | 9874/46302 [10:28:35<38:37:07,  3.82s/it]
 21%|██▏       | 9875/46302 [10:28:38<38:37:57,  3.82s/it]
 21%|██▏       | 9876/46302 [10:28:42<38:37:34,  3.82s/it]
 21%|██▏       | 9877/46302 [10:28:46<38:37:48,  3.82s/it]
 21%|██▏       | 9878/46302 [10:28:50<38:38:08,  3.82s/it]
 21%|██▏       | 9879/46302 [10:28:54<38:37:37,  3.82s/it]
 21%|██▏       | 9880/46302 [10:28:58<38:37:44,  3.82s/it]
 21%|██▏       | 9881/46302 [10:29:01<38:37:55,  3.82s/it]
 21%|██▏       | 9882/46302 [10:29:05<38:38:07,  3.82s/it]
 21%|██▏       | 9883/46302 [10:29:09<38:39:02,  3.82s/it]
 21%|██▏       | 9884/46302 [10:29:13<38:39:11,  3.82s/it]
 21%|██▏       | 9885/46302 [10:29:17<38:38:23,  3.82s/it]
 21%|██▏       | 9886/46302 [10:29:20<38:37:39,  3.82s/it]
 21%|██▏       | 9887/46302 [10:29:24<38:37:44,  3.82s/it]
 21%|██▏       | 9888/46302 [10:29:28<38:37:12,  3.82s/it]
 21%|██▏       | 9889/46302 [10:29:32<38:36:53,  3.82s/it]
 21%|██▏       | 9890/46302 [10:29:36<38:36:58,  3.82s/it]
 21%|██▏       | 9891/46302 [10:29:40<38:36:46,  3.82s/it]
 21%|██▏       | 9892/46302 [10:29:43<38:36:40,  3.82s/it]
 21%|██▏       | 9893/46302 [10:29:47<38:36:42,  3.82s/it]
 21%|██▏       | 9894/46302 [10:29:51<38:36:16,  3.82s/it]
 21%|██▏       | 9895/46302 [10:29:55<38:36:38,  3.82s/it]
 21%|██▏       | 9896/46302 [10:29:59<38:37:25,  3.82s/it]
 21%|██▏       | 9897/46302 [10:30:02<38:37:29,  3.82s/it]
 21%|██▏       | 9898/46302 [10:30:06<38:37:27,  3.82s/it]
 21%|██▏       | 9899/46302 [10:30:10<38:37:11,  3.82s/it]
 21%|██▏       | 9900/46302 [10:30:14<38:36:55,  3.82s/it]
 21%|██▏       | 9901/46302 [10:30:18<38:37:04,  3.82s/it]
 21%|██▏       | 9902/46302 [10:30:22<38:37:05,  3.82s/it]
 21%|██▏       | 9903/46302 [10:30:25<38:36:33,  3.82s/it]
 21%|██▏       | 9904/46302 [10:30:29<38:36:37,  3.82s/it]
 21%|██▏       | 9905/46302 [10:30:33<38:36:05,  3.82s/it]
 21%|██▏       | 9906/46302 [10:30:37<38:36:00,  3.82s/it]
 21%|██▏       | 9907/46302 [10:30:41<38:35:48,  3.82s/it]
 21%|██▏       | 9908/46302 [10:30:44<38:35:55,  3.82s/it]
 21%|██▏       | 9909/46302 [10:30:48<38:36:10,  3.82s/it]
 21%|██▏       | 9910/46302 [10:30:52<38:36:03,  3.82s/it]
 21%|██▏       | 9911/46302 [10:30:56<38:35:37,  3.82s/it]
 21%|██▏       | 9912/46302 [10:31:00<38:35:32,  3.82s/it]
 21%|██▏       | 9913/46302 [10:31:04<38:35:50,  3.82s/it]
 21%|██▏       | 9914/46302 [10:31:07<38:36:10,  3.82s/it]
 21%|██▏       | 9915/46302 [10:31:11<38:36:02,  3.82s/it]
 21%|██▏       | 9916/46302 [10:31:15<38:35:22,  3.82s/it]
 21%|██▏       | 9917/46302 [10:31:19<38:35:32,  3.82s/it]
 21%|██▏       | 9918/46302 [10:31:23<38:35:48,  3.82s/it]
 21%|██▏       | 9919/46302 [10:31:26<38:36:13,  3.82s/it]
 21%|██▏       | 9920/46302 [10:31:30<38:36:12,  3.82s/it]
 21%|██▏       | 9921/46302 [10:31:34<38:35:04,  3.82s/it]
 21%|██▏       | 9922/46302 [10:31:38<38:35:08,  3.82s/it]
 21%|██▏       | 9923/46302 [10:31:42<38:35:27,  3.82s/it]
 21%|██▏       | 9924/46302 [10:31:46<38:35:11,  3.82s/it]
 21%|██▏       | 9925/46302 [10:31:49<38:35:12,  3.82s/it]
 21%|██▏       | 9926/46302 [10:31:53<38:35:24,  3.82s/it]
 21%|██▏       | 9927/46302 [10:31:57<38:35:40,  3.82s/it]
 21%|██▏       | 9928/46302 [10:32:01<38:34:56,  3.82s/it]
 21%|██▏       | 9929/46302 [10:32:05<38:35:01,  3.82s/it]
 21%|██▏       | 9930/46302 [10:32:08<38:35:00,  3.82s/it]
 21%|██▏       | 9931/46302 [10:32:12<38:35:18,  3.82s/it]
 21%|██▏       | 9932/46302 [10:32:16<38:35:02,  3.82s/it]
 21%|██▏       | 9933/46302 [10:32:20<38:34:27,  3.82s/it]
 21%|██▏       | 9934/46302 [10:32:24<38:35:04,  3.82s/it]
 21%|██▏       | 9935/46302 [10:32:28<38:34:48,  3.82s/it]
 21%|██▏       | 9936/46302 [10:32:31<38:35:00,  3.82s/it]
 21%|██▏       | 9937/46302 [10:32:35<38:35:06,  3.82s/it]
 21%|██▏       | 9938/46302 [10:32:39<38:34:05,  3.82s/it]
 21%|██▏       | 9939/46302 [10:32:43<38:33:48,  3.82s/it]
 21%|██▏       | 9940/46302 [10:32:47<38:34:11,  3.82s/it]
 21%|██▏       | 9941/46302 [10:32:50<38:34:33,  3.82s/it]
 21%|██▏       | 9942/46302 [10:32:54<38:34:38,  3.82s/it]
 21%|██▏       | 9943/46302 [10:32:58<38:33:58,  3.82s/it]
 21%|██▏       | 9944/46302 [10:33:02<38:33:23,  3.82s/it]
 21%|██▏       | 9945/46302 [10:33:06<38:33:20,  3.82s/it]
 21%|██▏       | 9946/46302 [10:33:10<38:33:49,  3.82s/it]
 21%|██▏       | 9947/46302 [10:33:13<38:34:35,  3.82s/it]
 21%|██▏       | 9948/46302 [10:33:17<38:34:18,  3.82s/it]
 21%|██▏       | 9949/46302 [10:33:21<38:34:13,  3.82s/it]
 21%|██▏       | 9950/46302 [10:33:25<38:33:46,  3.82s/it]
 21%|██▏       | 9951/46302 [10:33:29<38:33:27,  3.82s/it]
 21%|██▏       | 9952/46302 [10:33:32<38:33:28,  3.82s/it]
 21%|██▏       | 9953/46302 [10:33:36<38:33:31,  3.82s/it]
 21%|██▏       | 9954/46302 [10:33:40<38:34:00,  3.82s/it]
 22%|██▏       | 9955/46302 [10:33:44<38:34:09,  3.82s/it]
 22%|██▏       | 9956/46302 [10:33:48<38:33:10,  3.82s/it]
 22%|██▏       | 9957/46302 [10:33:52<38:33:39,  3.82s/it]
 22%|██▏       | 9958/46302 [10:33:55<38:33:11,  3.82s/it]
 22%|██▏       | 9959/46302 [10:33:59<38:32:32,  3.82s/it]
 22%|██▏       | 9960/46302 [10:34:03<38:32:53,  3.82s/it]
 22%|██▏       | 9961/46302 [10:34:07<38:33:04,  3.82s/it]
 22%|██▏       | 9962/46302 [10:34:11<38:32:37,  3.82s/it]
 22%|██▏       | 9963/46302 [10:34:14<38:32:49,  3.82s/it]
 22%|██▏       | 9964/46302 [10:34:18<38:33:01,  3.82s/it]
 22%|██▏       | 9965/46302 [10:34:22<38:33:21,  3.82s/it]
 22%|██▏       | 9966/46302 [10:34:26<38:32:52,  3.82s/it]
 22%|██▏       | 9967/46302 [10:34:30<38:32:55,  3.82s/it]
 22%|██▏       | 9968/46302 [10:34:34<38:33:43,  3.82s/it]
 22%|██▏       | 9969/46302 [10:34:37<38:33:43,  3.82s/it]
 22%|██▏       | 9970/46302 [10:34:41<38:34:11,  3.82s/it]
 22%|██▏       | 9971/46302 [10:34:45<38:33:56,  3.82s/it]
 22%|██▏       | 9972/46302 [10:34:49<38:33:56,  3.82s/it]
 22%|██▏       | 9973/46302 [10:34:53<38:34:01,  3.82s/it]
 22%|██▏       | 9974/46302 [10:34:57<38:33:44,  3.82s/it]
 22%|██▏       | 9975/46302 [10:35:00<38:34:05,  3.82s/it]
 22%|██▏       | 9976/46302 [10:35:04<38:33:32,  3.82s/it]
 22%|██▏       | 9977/46302 [10:35:08<38:33:15,  3.82s/it]
 22%|██▏       | 9978/46302 [10:35:12<38:33:01,  3.82s/it]
 22%|██▏       | 9979/46302 [10:35:16<38:33:28,  3.82s/it]
 22%|██▏       | 9980/46302 [10:35:19<38:33:31,  3.82s/it]
 22%|██▏       | 9981/46302 [10:35:23<38:33:34,  3.82s/it]
 22%|██▏       | 9982/46302 [10:35:27<38:33:15,  3.82s/it]
 22%|██▏       | 9983/46302 [10:35:31<38:33:14,  3.82s/it]
 22%|██▏       | 9984/46302 [10:35:35<38:32:30,  3.82s/it]
 22%|██▏       | 9985/46302 [10:35:39<38:32:31,  3.82s/it]
 22%|██▏       | 9986/46302 [10:35:42<38:33:00,  3.82s/it]
 22%|██▏       | 9987/46302 [10:35:46<38:32:33,  3.82s/it]
 22%|██▏       | 9988/46302 [10:35:50<38:32:29,  3.82s/it]
 22%|██▏       | 9989/46302 [10:35:54<38:32:47,  3.82s/it]
 22%|██▏       | 9990/46302 [10:35:58<38:32:35,  3.82s/it]
 22%|██▏       | 9991/46302 [10:36:01<38:32:24,  3.82s/it]
 22%|██▏       | 9992/46302 [10:36:05<38:31:55,  3.82s/it]
 22%|██▏       | 9993/46302 [10:36:09<38:32:01,  3.82s/it]
 22%|██▏       | 9994/46302 [10:36:13<38:32:04,  3.82s/it]
 22%|██▏       | 9995/46302 [10:36:17<38:31:27,  3.82s/it]
 22%|██▏       | 9996/46302 [10:36:21<38:31:50,  3.82s/it]
 22%|██▏       | 9997/46302 [10:36:24<38:32:16,  3.82s/it]
 22%|██▏       | 9998/46302 [10:36:28<38:31:50,  3.82s/it]
 22%|██▏       | 9999/46302 [10:36:32<38:31:25,  3.82s/it]
 22%|██▏       | 10000/46302 [10:36:36<38:31:42,  3.82s/it]
                                                           
{'loss': 3.4277, 'learning_rate': 0.004006666372345592, 'epoch': 0.22}

 22%|██▏       | 10000/46302 [10:36:36<38:31:42,  3.82s/it][INFO|trainer.py:2895] 2024-01-12 07:12:00,126 >> Saving model checkpoint to ./training_bilingual/tmp-checkpoint-10000
[INFO|configuration_utils.py:483] 2024-01-12 07:12:00,127 >> Configuration saved in ./training_bilingual/tmp-checkpoint-10000/config.json
[INFO|configuration_utils.py:594] 2024-01-12 07:12:00,128 >> Configuration saved in ./training_bilingual/tmp-checkpoint-10000/generation_config.json
[INFO|modeling_utils.py:2413] 2024-01-12 07:12:00,791 >> Model weights saved in ./training_bilingual/tmp-checkpoint-10000/model.safetensors
[INFO|tokenization_utils_base.py:2432] 2024-01-12 07:12:00,792 >> tokenizer config file saved in ./training_bilingual/tmp-checkpoint-10000/tokenizer_config.json
[INFO|tokenization_utils_base.py:2441] 2024-01-12 07:12:00,792 >> Special tokens file saved in ./training_bilingual/tmp-checkpoint-10000/special_tokens_map.json

 22%|██▏       | 10001/46302 [10:36:41<43:31:47,  4.32s/it]
 22%|██▏       | 10002/46302 [10:36:45<42:00:56,  4.17s/it]
 22%|██▏       | 10003/46302 [10:36:49<40:57:02,  4.06s/it]
 22%|██▏       | 10004/46302 [10:36:53<40:12:35,  3.99s/it]
 22%|██▏       | 10005/46302 [10:36:57<39:41:55,  3.94s/it]
 22%|██▏       | 10006/46302 [10:37:00<39:20:35,  3.90s/it]
 22%|██▏       | 10007/46302 [10:37:04<39:05:39,  3.88s/it]
 22%|██▏       | 10008/46302 [10:37:08<38:55:13,  3.86s/it]
 22%|██▏       | 10009/46302 [10:37:12<38:48:09,  3.85s/it]
 22%|██▏       | 10010/46302 [10:37:16<38:42:57,  3.84s/it]
 22%|██▏       | 10011/46302 [10:37:20<38:39:20,  3.83s/it]
 22%|██▏       | 10012/46302 [10:37:23<38:36:57,  3.83s/it]
 22%|██▏       | 10013/46302 [10:37:27<38:35:06,  3.83s/it]
 22%|██▏       | 10014/46302 [10:37:31<38:34:10,  3.83s/it]
 22%|██▏       | 10015/46302 [10:37:35<38:33:26,  3.83s/it]
 22%|██▏       | 10016/46302 [10:37:39<38:32:44,  3.82s/it]
 22%|██▏       | 10017/46302 [10:37:42<38:32:11,  3.82s/it]
 22%|██▏       | 10018/46302 [10:37:46<38:31:55,  3.82s/it]
 22%|██▏       | 10019/46302 [10:37:50<38:31:19,  3.82s/it]
 22%|██▏       | 10020/46302 [10:37:54<38:31:32,  3.82s/it]
 22%|██▏       | 10021/46302 [10:37:58<38:31:49,  3.82s/it]
 22%|██▏       | 10022/46302 [10:38:02<38:31:46,  3.82s/it]
 22%|██▏       | 10023/46302 [10:38:05<38:32:00,  3.82s/it]
 22%|██▏       | 10024/46302 [10:38:09<38:32:27,  3.82s/it]
 22%|██▏       | 10025/46302 [10:38:13<38:32:29,  3.82s/it]
 22%|██▏       | 10026/46302 [10:38:17<38:32:22,  3.82s/it]
 22%|██▏       | 10027/46302 [10:38:21<38:32:22,  3.82s/it]
 22%|██▏       | 10028/46302 [10:38:25<38:32:02,  3.82s/it]
 22%|██▏       | 10029/46302 [10:38:28<38:31:37,  3.82s/it]
 22%|██▏       | 10030/46302 [10:38:32<38:31:37,  3.82s/it]
 22%|██▏       | 10031/46302 [10:38:36<38:30:50,  3.82s/it]
 22%|██▏       | 10032/46302 [10:38:40<38:30:21,  3.82s/it]
 22%|██▏       | 10033/46302 [10:38:44<38:30:49,  3.82s/it]
 22%|██▏       | 10034/46302 [10:38:47<38:30:55,  3.82s/it]
 22%|██▏       | 10035/46302 [10:38:51<38:30:51,  3.82s/it]
 22%|██▏       | 10036/46302 [10:38:55<38:30:10,  3.82s/it]
 22%|██▏       | 10037/46302 [10:38:59<38:30:11,  3.82s/it]
 22%|██▏       | 10038/46302 [10:39:03<38:29:57,  3.82s/it]
 22%|██▏       | 10039/46302 [10:39:07<38:30:03,  3.82s/it]
 22%|██▏       | 10040/46302 [10:39:10<38:29:59,  3.82s/it]
 22%|██▏       | 10041/46302 [10:39:14<38:29:39,  3.82s/it]
 22%|██▏       | 10042/46302 [10:39:18<38:29:19,  3.82s/it]
 22%|██▏       | 10043/46302 [10:39:22<38:29:28,  3.82s/it]
 22%|██▏       | 10044/46302 [10:39:26<38:29:16,  3.82s/it]
 22%|██▏       | 10045/46302 [10:39:30<38:29:07,  3.82s/it]
 22%|██▏       | 10046/46302 [10:39:33<38:29:23,  3.82s/it]
 22%|██▏       | 10047/46302 [10:39:37<38:29:22,  3.82s/it]
 22%|██▏       | 10048/46302 [10:39:41<38:29:20,  3.82s/it]
 22%|██▏       | 10049/46302 [10:39:45<38:28:51,  3.82s/it]
 22%|██▏       | 10050/46302 [10:39:49<38:28:37,  3.82s/it]
 22%|██▏       | 10051/46302 [10:39:52<38:28:34,  3.82s/it]
 22%|██▏       | 10052/46302 [10:39:56<38:28:25,  3.82s/it]
 22%|██▏       | 10053/46302 [10:40:00<38:28:16,  3.82s/it]
 22%|██▏       | 10054/46302 [10:40:04<38:28:27,  3.82s/it]
 22%|██▏       | 10055/46302 [10:40:08<38:28:41,  3.82s/it]
 22%|██▏       | 10056/46302 [10:40:12<38:28:33,  3.82s/it]
 22%|██▏       | 10057/46302 [10:40:15<38:28:08,  3.82s/it]
 22%|██▏       | 10058/46302 [10:40:19<38:28:37,  3.82s/it]
 22%|██▏       | 10059/46302 [10:40:23<38:28:16,  3.82s/it]
 22%|██▏       | 10060/46302 [10:40:27<38:28:35,  3.82s/it]
 22%|██▏       | 10061/46302 [10:40:31<38:28:38,  3.82s/it]
 22%|██▏       | 10062/46302 [10:40:34<38:28:17,  3.82s/it]
 22%|██▏       | 10063/46302 [10:40:38<38:27:40,  3.82s/it]
 22%|██▏       | 10064/46302 [10:40:42<38:26:49,  3.82s/it]
 22%|██▏       | 10065/46302 [10:40:46<38:26:59,  3.82s/it]
 22%|██▏       | 10066/46302 [10:40:50<38:27:20,  3.82s/it]
 22%|██▏       | 10067/46302 [10:40:54<38:27:36,  3.82s/it]
 22%|██▏       | 10068/46302 [10:40:57<38:27:38,  3.82s/it]
 22%|██▏       | 10069/46302 [10:41:01<38:27:38,  3.82s/it]
 22%|██▏       | 10070/46302 [10:41:05<38:27:13,  3.82s/it]
 22%|██▏       | 10071/46302 [10:41:09<38:27:41,  3.82s/it]
 22%|██▏       | 10072/46302 [10:41:13<38:27:57,  3.82s/it]
 22%|██▏       | 10073/46302 [10:41:17<38:26:50,  3.82s/it]
 22%|██▏       | 10074/46302 [10:41:20<38:27:19,  3.82s/it]
 22%|██▏       | 10075/46302 [10:41:24<38:27:07,  3.82s/it]
 22%|██▏       | 10076/46302 [10:41:28<38:26:52,  3.82s/it]
 22%|██▏       | 10077/46302 [10:41:32<38:27:05,  3.82s/it]
 22%|██▏       | 10078/46302 [10:41:36<38:27:16,  3.82s/it]
 22%|██▏       | 10079/46302 [10:41:39<38:27:30,  3.82s/it]
 22%|██▏       | 10080/46302 [10:41:43<38:27:20,  3.82s/it]
 22%|██▏       | 10081/46302 [10:41:47<38:26:35,  3.82s/it]
 22%|██▏       | 10082/46302 [10:41:51<38:26:37,  3.82s/it]
 22%|██▏       | 10083/46302 [10:41:55<38:25:45,  3.82s/it]
 22%|██▏       | 10084/46302 [10:41:59<38:25:59,  3.82s/it]
 22%|██▏       | 10085/46302 [10:42:02<38:26:17,  3.82s/it]
 22%|██▏       | 10086/46302 [10:42:06<38:25:30,  3.82s/it]
 22%|██▏       | 10087/46302 [10:42:10<38:25:30,  3.82s/it]
 22%|██▏       | 10088/46302 [10:42:14<38:26:05,  3.82s/it]
 22%|██▏       | 10089/46302 [10:42:18<38:25:37,  3.82s/it]
 22%|██▏       | 10090/46302 [10:42:21<38:26:14,  3.82s/it]
 22%|██▏       | 10091/46302 [10:42:25<38:25:58,  3.82s/it]
 22%|██▏       | 10092/46302 [10:42:29<38:25:57,  3.82s/it]
 22%|██▏       | 10093/46302 [10:42:33<38:25:53,  3.82s/it]
 22%|██▏       | 10094/46302 [10:42:37<38:26:40,  3.82s/it]
 22%|██▏       | 10095/46302 [10:42:41<38:26:10,  3.82s/it]
 22%|██▏       | 10096/46302 [10:42:44<38:25:54,  3.82s/it]
 22%|██▏       | 10097/46302 [10:42:48<38:25:20,  3.82s/it]
 22%|██▏       | 10098/46302 [10:42:52<38:25:30,  3.82s/it]
 22%|██▏       | 10099/46302 [10:42:56<38:25:38,  3.82s/it]
 22%|██▏       | 10100/46302 [10:43:00<38:25:40,  3.82s/it]
 22%|██▏       | 10101/46302 [10:43:03<38:25:36,  3.82s/it]
 22%|██▏       | 10102/46302 [10:43:07<38:25:11,  3.82s/it]
 22%|██▏       | 10103/46302 [10:43:11<38:25:16,  3.82s/it]
 22%|██▏       | 10104/46302 [10:43:15<38:25:04,  3.82s/it]
 22%|██▏       | 10105/46302 [10:43:19<38:24:58,  3.82s/it]
 22%|██▏       | 10106/46302 [10:43:23<38:25:10,  3.82s/it]
 22%|██▏       | 10107/46302 [10:43:26<38:25:01,  3.82s/it]
 22%|██▏       | 10108/46302 [10:43:30<38:25:02,  3.82s/it]
 22%|██▏       | 10109/46302 [10:43:34<38:25:08,  3.82s/it]
 22%|██▏       | 10110/46302 [10:43:38<38:25:02,  3.82s/it]
 22%|██▏       | 10111/46302 [10:43:42<38:24:43,  3.82s/it]
 22%|██▏       | 10112/46302 [10:43:46<38:24:33,  3.82s/it]
 22%|██▏       | 10113/46302 [10:43:49<38:24:21,  3.82s/it]
 22%|██▏       | 10114/46302 [10:43:53<38:24:37,  3.82s/it]
 22%|██▏       | 10115/46302 [10:43:57<38:24:48,  3.82s/it]
 22%|██▏       | 10116/46302 [10:44:01<38:25:05,  3.82s/it]
 22%|██▏       | 10117/46302 [10:44:05<38:24:36,  3.82s/it]
 22%|██▏       | 10118/46302 [10:44:08<38:24:52,  3.82s/it]
 22%|██▏       | 10119/46302 [10:44:12<38:25:15,  3.82s/it]
 22%|██▏       | 10120/46302 [10:44:16<38:25:41,  3.82s/it]
 22%|██▏       | 10121/46302 [10:44:20<38:24:49,  3.82s/it]
 22%|██▏       | 10122/46302 [10:44:24<38:24:23,  3.82s/it]
 22%|██▏       | 10123/46302 [10:44:28<38:23:50,  3.82s/it]
 22%|██▏       | 10124/46302 [10:44:31<38:23:45,  3.82s/it]
 22%|██▏       | 10125/46302 [10:44:35<38:23:51,  3.82s/it]
 22%|██▏       | 10126/46302 [10:44:39<38:23:54,  3.82s/it]
 22%|██▏       | 10127/46302 [10:44:43<38:23:25,  3.82s/it]
 22%|██▏       | 10128/46302 [10:44:47<38:23:17,  3.82s/it]
 22%|██▏       | 10129/46302 [10:44:50<38:22:56,  3.82s/it]
 22%|██▏       | 10130/46302 [10:44:54<38:22:08,  3.82s/it]
 22%|██▏       | 10131/46302 [10:44:58<38:22:28,  3.82s/it]
 22%|██▏       | 10132/46302 [10:45:02<38:22:37,  3.82s/it]
 22%|██▏       | 10133/46302 [10:45:06<38:22:59,  3.82s/it]
 22%|██▏       | 10134/46302 [10:45:10<38:23:14,  3.82s/it]
 22%|██▏       | 10135/46302 [10:45:13<38:23:26,  3.82s/it]
 22%|██▏       | 10136/46302 [10:45:17<38:23:26,  3.82s/it]
 22%|██▏       | 10137/46302 [10:45:21<38:22:37,  3.82s/it]
 22%|██▏       | 10138/46302 [10:45:25<38:22:12,  3.82s/it]
 22%|██▏       | 10139/46302 [10:45:29<38:22:23,  3.82s/it]
 22%|██▏       | 10140/46302 [10:45:33<38:22:42,  3.82s/it]
 22%|██▏       | 10141/46302 [10:45:36<38:22:31,  3.82s/it]
 22%|██▏       | 10142/46302 [10:45:40<38:22:51,  3.82s/it]
 22%|██▏       | 10143/46302 [10:45:44<38:22:38,  3.82s/it]
 22%|██▏       | 10144/46302 [10:45:48<38:22:33,  3.82s/it]
 22%|██▏       | 10145/46302 [10:45:52<38:22:20,  3.82s/it]
 22%|██▏       | 10146/46302 [10:45:55<38:22:35,  3.82s/it]
 22%|██▏       | 10147/46302 [10:45:59<38:22:05,  3.82s/it]
 22%|██▏       | 10148/46302 [10:46:03<38:22:06,  3.82s/it]
 22%|██▏       | 10149/46302 [10:46:07<38:22:22,  3.82s/it]
 22%|██▏       | 10150/46302 [10:46:11<38:22:25,  3.82s/it]
 22%|██▏       | 10151/46302 [10:46:15<38:22:37,  3.82s/it]
 22%|██▏       | 10152/46302 [10:46:18<38:22:25,  3.82s/it]
 22%|██▏       | 10153/46302 [10:46:22<38:21:31,  3.82s/it]
 22%|██▏       | 10154/46302 [10:46:26<38:21:18,  3.82s/it]
 22%|██▏       | 10155/46302 [10:46:30<38:21:16,  3.82s/it]
 22%|██▏       | 10156/46302 [10:46:34<38:21:15,  3.82s/it]
 22%|██▏       | 10157/46302 [10:46:37<38:20:52,  3.82s/it]
 22%|██▏       | 10158/46302 [10:46:41<38:20:50,  3.82s/it]
 22%|██▏       | 10159/46302 [10:46:45<38:20:05,  3.82s/it]
 22%|██▏       | 10160/46302 [10:46:49<38:20:24,  3.82s/it]
 22%|██▏       | 10161/46302 [10:46:53<38:20:24,  3.82s/it]
 22%|██▏       | 10162/46302 [10:46:57<38:20:29,  3.82s/it]
 22%|██▏       | 10163/46302 [10:47:00<38:20:54,  3.82s/it]
 22%|██▏       | 10164/46302 [10:47:04<38:21:07,  3.82s/it]
 22%|██▏       | 10165/46302 [10:47:08<38:21:10,  3.82s/it]
 22%|██▏       | 10166/46302 [10:47:12<38:21:14,  3.82s/it]
 22%|██▏       | 10167/46302 [10:47:16<38:21:49,  3.82s/it]
 22%|██▏       | 10168/46302 [10:47:19<38:22:05,  3.82s/it]
 22%|██▏       | 10169/46302 [10:47:23<38:21:27,  3.82s/it]
 22%|██▏       | 10170/46302 [10:47:27<38:21:20,  3.82s/it]
 22%|██▏       | 10171/46302 [10:47:31<38:20:49,  3.82s/it]
 22%|██▏       | 10172/46302 [10:47:35<38:20:52,  3.82s/it]
 22%|██▏       | 10173/46302 [10:47:39<38:20:45,  3.82s/it]
 22%|██▏       | 10174/46302 [10:47:42<38:20:50,  3.82s/it]
 22%|██▏       | 10175/46302 [10:47:46<38:21:22,  3.82s/it]
 22%|██▏       | 10176/46302 [10:47:50<38:21:18,  3.82s/it]
 22%|██▏       | 10177/46302 [10:47:54<38:21:06,  3.82s/it]
 22%|██▏       | 10178/46302 [10:47:58<38:21:35,  3.82s/it]
 22%|██▏       | 10179/46302 [10:48:02<38:20:58,  3.82s/it]
 22%|██▏       | 10180/46302 [10:48:05<38:21:20,  3.82s/it]
 22%|██▏       | 10181/46302 [10:48:09<38:20:45,  3.82s/it]
 22%|██▏       | 10182/46302 [10:48:13<38:20:50,  3.82s/it]
 22%|██▏       | 10183/46302 [10:48:17<38:20:34,  3.82s/it]
 22%|██▏       | 10184/46302 [10:48:21<38:20:35,  3.82s/it]
 22%|██▏       | 10185/46302 [10:48:24<38:20:28,  3.82s/it]
 22%|██▏       | 10186/46302 [10:48:28<38:20:52,  3.82s/it]
 22%|██▏       | 10187/46302 [10:48:32<38:20:17,  3.82s/it]
 22%|██▏       | 10188/46302 [10:48:36<38:20:22,  3.82s/it]
 22%|██▏       | 10189/46302 [10:48:40<38:19:37,  3.82s/it]
 22%|██▏       | 10190/46302 [10:48:44<38:19:47,  3.82s/it]
 22%|██▏       | 10191/46302 [10:48:47<38:19:18,  3.82s/it]
 22%|██▏       | 10192/46302 [10:48:51<38:19:28,  3.82s/it]
 22%|██▏       | 10193/46302 [10:48:55<38:19:36,  3.82s/it]
 22%|██▏       | 10194/46302 [10:48:59<38:19:50,  3.82s/it]
 22%|██▏       | 10195/46302 [10:49:03<38:19:00,  3.82s/it]
 22%|██▏       | 10196/46302 [10:49:06<38:18:58,  3.82s/it]
 22%|██▏       | 10197/46302 [10:49:10<38:18:44,  3.82s/it]
 22%|██▏       | 10198/46302 [10:49:14<38:19:02,  3.82s/it]
 22%|██▏       | 10199/46302 [10:49:18<38:18:49,  3.82s/it]
 22%|██▏       | 10200/46302 [10:49:22<38:18:57,  3.82s/it]
 22%|██▏       | 10201/46302 [10:49:26<38:18:35,  3.82s/it]
 22%|██▏       | 10202/46302 [10:49:29<38:18:25,  3.82s/it]
 22%|██▏       | 10203/46302 [10:49:33<38:18:48,  3.82s/it]
 22%|██▏       | 10204/46302 [10:49:37<38:19:05,  3.82s/it]
 22%|██▏       | 10205/46302 [10:49:41<38:18:33,  3.82s/it]
 22%|██▏       | 10206/46302 [10:49:45<38:18:16,  3.82s/it]
 22%|██▏       | 10207/46302 [10:49:49<38:17:56,  3.82s/it]
 22%|██▏       | 10208/46302 [10:49:52<38:18:02,  3.82s/it]
 22%|██▏       | 10209/46302 [10:49:56<38:17:36,  3.82s/it]
 22%|██▏       | 10210/46302 [10:50:00<38:17:52,  3.82s/it]
 22%|██▏       | 10211/46302 [10:50:04<38:17:38,  3.82s/it]
 22%|██▏       | 10212/46302 [10:50:08<38:17:18,  3.82s/it]
 22%|██▏       | 10213/46302 [10:50:11<38:17:55,  3.82s/it]
 22%|██▏       | 10214/46302 [10:50:15<38:17:57,  3.82s/it]
 22%|██▏       | 10215/46302 [10:50:19<38:17:23,  3.82s/it]
 22%|██▏       | 10216/46302 [10:50:23<38:16:55,  3.82s/it]
 22%|██▏       | 10217/46302 [10:50:27<38:17:02,  3.82s/it]
 22%|██▏       | 10218/46302 [10:50:31<38:17:09,  3.82s/it]
 22%|██▏       | 10219/46302 [10:50:34<38:16:49,  3.82s/it]
 22%|██▏       | 10220/46302 [10:50:38<38:16:33,  3.82s/it]
 22%|██▏       | 10221/46302 [10:50:42<38:16:37,  3.82s/it]
 22%|██▏       | 10222/46302 [10:50:46<38:17:16,  3.82s/it]
 22%|██▏       | 10223/46302 [10:50:50<38:17:03,  3.82s/it]
 22%|██▏       | 10224/46302 [10:50:53<38:17:17,  3.82s/it]
 22%|██▏       | 10225/46302 [10:50:57<38:16:12,  3.82s/it]
 22%|██▏       | 10226/46302 [10:51:01<38:16:14,  3.82s/it]
 22%|██▏       | 10227/46302 [10:51:05<38:15:53,  3.82s/it]
 22%|██▏       | 10228/46302 [10:51:09<38:15:40,  3.82s/it]
 22%|██▏       | 10229/46302 [10:51:13<38:15:06,  3.82s/it]
 22%|██▏       | 10230/46302 [10:51:16<38:15:08,  3.82s/it]
 22%|██▏       | 10231/46302 [10:51:20<38:14:56,  3.82s/it]
 22%|██▏       | 10232/46302 [10:51:24<38:15:17,  3.82s/it]
 22%|██▏       | 10233/46302 [10:51:28<38:15:25,  3.82s/it]
 22%|██▏       | 10234/46302 [10:51:32<38:16:25,  3.82s/it]
 22%|██▏       | 10235/46302 [10:51:35<38:16:13,  3.82s/it]
 22%|██▏       | 10236/46302 [10:51:39<38:15:49,  3.82s/it]
 22%|██▏       | 10237/46302 [10:51:43<38:15:39,  3.82s/it]
 22%|██▏       | 10238/46302 [10:51:47<38:16:05,  3.82s/it]
 22%|██▏       | 10239/46302 [10:51:51<38:16:24,  3.82s/it]
 22%|██▏       | 10240/46302 [10:51:55<38:16:16,  3.82s/it]
 22%|██▏       | 10241/46302 [10:51:58<38:16:29,  3.82s/it]
 22%|██▏       | 10242/46302 [10:52:02<38:17:11,  3.82s/it]
 22%|██▏       | 10243/46302 [10:52:06<38:16:29,  3.82s/it]
 22%|██▏       | 10244/46302 [10:52:10<38:15:52,  3.82s/it]
 22%|██▏       | 10245/46302 [10:52:14<38:15:34,  3.82s/it]
 22%|██▏       | 10246/46302 [10:52:17<38:15:08,  3.82s/it]
 22%|██▏       | 10247/46302 [10:52:21<38:14:51,  3.82s/it]
 22%|██▏       | 10248/46302 [10:52:25<38:15:13,  3.82s/it]
 22%|██▏       | 10249/46302 [10:52:29<38:15:09,  3.82s/it]
 22%|██▏       | 10250/46302 [10:52:33<38:15:32,  3.82s/it]
 22%|██▏       | 10251/46302 [10:52:37<38:15:19,  3.82s/it]
 22%|██▏       | 10252/46302 [10:52:40<38:15:34,  3.82s/it]
 22%|██▏       | 10253/46302 [10:52:44<38:15:19,  3.82s/it]
 22%|██▏       | 10254/46302 [10:52:48<38:15:50,  3.82s/it]
 22%|██▏       | 10255/46302 [10:52:52<38:15:28,  3.82s/it]
 22%|██▏       | 10256/46302 [10:52:56<38:15:36,  3.82s/it]
 22%|██▏       | 10257/46302 [10:52:59<38:15:44,  3.82s/it]
 22%|██▏       | 10258/46302 [10:53:03<38:16:20,  3.82s/it]
 22%|██▏       | 10259/46302 [10:53:07<38:15:55,  3.82s/it]
 22%|██▏       | 10260/46302 [10:53:11<38:16:04,  3.82s/it]
 22%|██▏       | 10261/46302 [10:53:15<38:15:57,  3.82s/it]
 22%|██▏       | 10262/46302 [10:53:19<38:15:45,  3.82s/it]
 22%|██▏       | 10263/46302 [10:53:22<38:15:52,  3.82s/it]
 22%|██▏       | 10264/46302 [10:53:26<38:15:41,  3.82s/it]
 22%|██▏       | 10265/46302 [10:53:30<38:15:02,  3.82s/it]
 22%|██▏       | 10266/46302 [10:53:34<38:15:16,  3.82s/it]
 22%|██▏       | 10267/46302 [10:53:38<38:14:30,  3.82s/it]
 22%|██▏       | 10268/46302 [10:53:42<38:14:22,  3.82s/it]
 22%|██▏       | 10269/46302 [10:53:45<38:13:51,  3.82s/it]
 22%|██▏       | 10270/46302 [10:53:49<38:14:10,  3.82s/it]
 22%|██▏       | 10271/46302 [10:53:53<38:14:18,  3.82s/it]
 22%|██▏       | 10272/46302 [10:53:57<38:13:34,  3.82s/it]
 22%|██▏       | 10273/46302 [10:54:01<38:12:58,  3.82s/it]
 22%|██▏       | 10274/46302 [10:54:04<38:13:07,  3.82s/it]
 22%|██▏       | 10275/46302 [10:54:08<38:13:14,  3.82s/it]
 22%|██▏       | 10276/46302 [10:54:12<38:13:57,  3.82s/it]
 22%|██▏       | 10277/46302 [10:54:16<38:13:55,  3.82s/it]
 22%|██▏       | 10278/46302 [10:54:20<38:13:18,  3.82s/it]
 22%|██▏       | 10279/46302 [10:54:24<38:13:25,  3.82s/it]
 22%|██▏       | 10280/46302 [10:54:27<38:13:45,  3.82s/it]
 22%|██▏       | 10281/46302 [10:54:31<38:13:05,  3.82s/it]
 22%|██▏       | 10282/46302 [10:54:35<38:13:13,  3.82s/it]
 22%|██▏       | 10283/46302 [10:54:39<38:12:46,  3.82s/it]
 22%|██▏       | 10284/46302 [10:54:43<38:13:00,  3.82s/it]
 22%|██▏       | 10285/46302 [10:54:46<38:13:16,  3.82s/it]
 22%|██▏       | 10286/46302 [10:54:50<38:12:29,  3.82s/it]
 22%|██▏       | 10287/46302 [10:54:54<38:12:10,  3.82s/it]
 22%|██▏       | 10288/46302 [10:54:58<38:12:17,  3.82s/it]
 22%|██▏       | 10289/46302 [10:55:02<38:12:22,  3.82s/it]
 22%|██▏       | 10290/46302 [10:55:06<38:12:30,  3.82s/it]
 22%|██▏       | 10291/46302 [10:55:09<38:12:02,  3.82s/it]
 22%|██▏       | 10292/46302 [10:55:13<38:11:55,  3.82s/it]
 22%|██▏       | 10293/46302 [10:55:17<38:11:44,  3.82s/it]
 22%|██▏       | 10294/46302 [10:55:21<38:12:18,  3.82s/it]
 22%|██▏       | 10295/46302 [10:55:25<38:11:59,  3.82s/it]
 22%|██▏       | 10296/46302 [10:55:28<38:11:39,  3.82s/it]
 22%|██▏       | 10297/46302 [10:55:32<38:12:00,  3.82s/it]
 22%|██▏       | 10298/46302 [10:55:36<38:12:15,  3.82s/it]
 22%|██▏       | 10299/46302 [10:55:40<38:12:43,  3.82s/it]
 22%|██▏       | 10300/46302 [10:55:44<38:12:41,  3.82s/it]
 22%|██▏       | 10301/46302 [10:55:48<38:12:47,  3.82s/it]
 22%|██▏       | 10302/46302 [10:55:51<38:12:15,  3.82s/it]
 22%|██▏       | 10303/46302 [10:55:55<38:11:58,  3.82s/it]
 22%|██▏       | 10304/46302 [10:55:59<38:12:15,  3.82s/it]
 22%|██▏       | 10305/46302 [10:56:03<38:12:38,  3.82s/it]
 22%|██▏       | 10306/46302 [10:56:07<38:12:40,  3.82s/it]
 22%|██▏       | 10307/46302 [10:56:11<38:12:05,  3.82s/it]
 22%|██▏       | 10308/46302 [10:56:14<38:11:42,  3.82s/it]
 22%|██▏       | 10309/46302 [10:56:18<38:11:16,  3.82s/it]
 22%|██▏       | 10310/46302 [10:56:22<38:11:26,  3.82s/it]
 22%|██▏       | 10311/46302 [10:56:26<38:11:31,  3.82s/it]
 22%|██▏       | 10312/46302 [10:56:30<38:10:55,  3.82s/it]
 22%|██▏       | 10313/46302 [10:56:33<38:10:35,  3.82s/it]
 22%|██▏       | 10314/46302 [10:56:37<38:09:58,  3.82s/it]
 22%|██▏       | 10315/46302 [10:56:41<38:09:51,  3.82s/it]
 22%|██▏       | 10316/46302 [10:56:45<38:10:34,  3.82s/it]
 22%|██▏       | 10317/46302 [10:56:49<38:10:29,  3.82s/it]
 22%|██▏       | 10318/46302 [10:56:53<38:10:11,  3.82s/it]
 22%|██▏       | 10319/46302 [10:56:56<38:10:06,  3.82s/it]
 22%|██▏       | 10320/46302 [10:57:00<38:10:17,  3.82s/it]
 22%|██▏       | 10321/46302 [10:57:04<38:10:43,  3.82s/it]
 22%|██▏       | 10322/46302 [10:57:08<38:10:30,  3.82s/it]
 22%|██▏       | 10323/46302 [10:57:12<38:10:02,  3.82s/it]
 22%|██▏       | 10324/46302 [10:57:15<38:09:53,  3.82s/it]
 22%|██▏       | 10325/46302 [10:57:19<38:09:18,  3.82s/it]
 22%|██▏       | 10326/46302 [10:57:23<38:09:32,  3.82s/it]
 22%|██▏       | 10327/46302 [10:57:27<38:09:33,  3.82s/it]
 22%|██▏       | 10328/46302 [10:57:31<38:09:30,  3.82s/it]
 22%|██▏       | 10329/46302 [10:57:35<38:08:52,  3.82s/it]
 22%|██▏       | 10330/46302 [10:57:38<38:08:17,  3.82s/it]
 22%|██▏       | 10331/46302 [10:57:42<38:08:11,  3.82s/it]
 22%|██▏       | 10332/46302 [10:57:46<38:08:18,  3.82s/it]
 22%|██▏       | 10333/46302 [10:57:50<38:08:32,  3.82s/it]
 22%|██▏       | 10334/46302 [10:57:54<38:08:35,  3.82s/it]
 22%|██▏       | 10335/46302 [10:57:57<38:08:09,  3.82s/it]
 22%|██▏       | 10336/46302 [10:58:01<38:08:09,  3.82s/it]
 22%|██▏       | 10337/46302 [10:58:05<38:08:04,  3.82s/it]
 22%|██▏       | 10338/46302 [10:58:09<38:07:52,  3.82s/it]
 22%|██▏       | 10339/46302 [10:58:13<38:08:02,  3.82s/it]
 22%|██▏       | 10340/46302 [10:58:17<38:08:20,  3.82s/it]
 22%|██▏       | 10341/46302 [10:58:20<38:07:51,  3.82s/it]
 22%|██▏       | 10342/46302 [10:58:24<38:07:48,  3.82s/it]
 22%|██▏       | 10343/46302 [10:58:28<38:07:48,  3.82s/it]
 22%|██▏       | 10344/46302 [10:58:32<38:07:56,  3.82s/it]
 22%|██▏       | 10345/46302 [10:58:36<38:07:10,  3.82s/it]
 22%|██▏       | 10346/46302 [10:58:39<38:07:17,  3.82s/it]
 22%|██▏       | 10347/46302 [10:58:43<38:07:36,  3.82s/it]
 22%|██▏       | 10348/46302 [10:58:47<38:08:19,  3.82s/it]
 22%|██▏       | 10349/46302 [10:58:51<38:07:19,  3.82s/it]
 22%|██▏       | 10350/46302 [10:58:55<38:07:59,  3.82s/it]
 22%|██▏       | 10351/46302 [10:58:59<38:07:52,  3.82s/it]
 22%|██▏       | 10352/46302 [10:59:02<38:08:14,  3.82s/it]
 22%|██▏       | 10353/46302 [10:59:06<38:08:02,  3.82s/it]
 22%|██▏       | 10354/46302 [10:59:10<38:08:23,  3.82s/it]
 22%|██▏       | 10355/46302 [10:59:14<38:08:12,  3.82s/it]
 22%|██▏       | 10356/46302 [10:59:18<38:07:45,  3.82s/it]
 22%|██▏       | 10357/46302 [10:59:21<38:07:41,  3.82s/it]
 22%|██▏       | 10358/46302 [10:59:25<38:08:17,  3.82s/it]
 22%|██▏       | 10359/46302 [10:59:29<38:07:29,  3.82s/it]
 22%|██▏       | 10360/46302 [10:59:33<38:07:38,  3.82s/it]
 22%|██▏       | 10361/46302 [10:59:37<38:07:02,  3.82s/it]
 22%|██▏       | 10362/46302 [10:59:41<38:07:10,  3.82s/it]
 22%|██▏       | 10363/46302 [10:59:44<38:07:24,  3.82s/it]
 22%|██▏       | 10364/46302 [10:59:48<38:07:11,  3.82s/it]
 22%|██▏       | 10365/46302 [10:59:52<38:07:00,  3.82s/it]
 22%|██▏       | 10366/46302 [10:59:56<38:06:52,  3.82s/it]
 22%|██▏       | 10367/46302 [11:00:00<38:06:28,  3.82s/it]
 22%|██▏       | 10368/46302 [11:00:03<38:07:08,  3.82s/it]
 22%|██▏       | 10369/46302 [11:00:07<38:06:58,  3.82s/it]
 22%|██▏       | 10370/46302 [11:00:11<38:06:25,  3.82s/it]
 22%|██▏       | 10371/46302 [11:00:15<38:05:58,  3.82s/it]
 22%|██▏       | 10372/46302 [11:00:19<38:06:17,  3.82s/it]
 22%|██▏       | 10373/46302 [11:00:23<38:05:58,  3.82s/it]
 22%|██▏       | 10374/46302 [11:00:26<38:06:39,  3.82s/it]
 22%|██▏       | 10375/46302 [11:00:30<38:06:52,  3.82s/it]
 22%|██▏       | 10376/46302 [11:00:34<38:06:55,  3.82s/it]
 22%|██▏       | 10377/46302 [11:00:38<38:06:25,  3.82s/it]
 22%|██▏       | 10378/46302 [11:00:42<38:06:17,  3.82s/it]
 22%|██▏       | 10379/46302 [11:00:45<38:06:20,  3.82s/it]
 22%|██▏       | 10380/46302 [11:00:49<38:06:22,  3.82s/it]
 22%|██▏       | 10381/46302 [11:00:53<38:06:34,  3.82s/it]
 22%|██▏       | 10382/46302 [11:00:57<38:06:31,  3.82s/it]
 22%|██▏       | 10383/46302 [11:01:01<38:05:52,  3.82s/it]
 22%|██▏       | 10384/46302 [11:01:05<38:05:59,  3.82s/it]
 22%|██▏       | 10385/46302 [11:01:08<38:06:13,  3.82s/it]
 22%|██▏       | 10386/46302 [11:01:12<38:06:31,  3.82s/it]
 22%|██▏       | 10387/46302 [11:01:16<38:06:37,  3.82s/it]
 22%|██▏       | 10388/46302 [11:01:20<38:06:56,  3.82s/it]
 22%|██▏       | 10389/46302 [11:01:24<38:07:22,  3.82s/it]
 22%|██▏       | 10390/46302 [11:01:27<38:06:52,  3.82s/it]
 22%|██▏       | 10391/46302 [11:01:31<38:06:12,  3.82s/it]
 22%|██▏       | 10392/46302 [11:01:35<38:05:56,  3.82s/it]
 22%|██▏       | 10393/46302 [11:01:39<38:05:27,  3.82s/it]
 22%|██▏       | 10394/46302 [11:01:43<38:05:03,  3.82s/it]
 22%|██▏       | 10395/46302 [11:01:47<38:05:15,  3.82s/it]
 22%|██▏       | 10396/46302 [11:01:50<38:05:36,  3.82s/it]
 22%|██▏       | 10397/46302 [11:01:54<38:05:13,  3.82s/it]
 22%|██▏       | 10398/46302 [11:01:58<38:05:05,  3.82s/it]
 22%|██▏       | 10399/46302 [11:02:02<38:04:51,  3.82s/it]
 22%|██▏       | 10400/46302 [11:02:06<38:04:27,  3.82s/it]
 22%|██▏       | 10401/46302 [11:02:09<38:04:58,  3.82s/it]
 22%|██▏       | 10402/46302 [11:02:13<38:05:18,  3.82s/it]
 22%|██▏       | 10403/46302 [11:02:17<38:04:49,  3.82s/it]
 22%|██▏       | 10404/46302 [11:02:21<38:04:47,  3.82s/it]
 22%|██▏       | 10405/46302 [11:02:25<38:04:55,  3.82s/it]
 22%|██▏       | 10406/46302 [11:02:29<38:04:58,  3.82s/it]
 22%|██▏       | 10407/46302 [11:02:32<38:04:19,  3.82s/it]
 22%|██▏       | 10408/46302 [11:02:36<38:04:30,  3.82s/it]
 22%|██▏       | 10409/46302 [11:02:40<38:04:52,  3.82s/it]
 22%|██▏       | 10410/46302 [11:02:44<38:04:39,  3.82s/it]
 22%|██▏       | 10411/46302 [11:02:48<38:04:44,  3.82s/it]
 22%|██▏       | 10412/46302 [11:02:51<38:04:27,  3.82s/it]
 22%|██▏       | 10413/46302 [11:02:55<38:04:30,  3.82s/it]
 22%|██▏       | 10414/46302 [11:02:59<38:05:19,  3.82s/it]
 22%|██▏       | 10415/46302 [11:03:03<38:05:17,  3.82s/it]
 22%|██▏       | 10416/46302 [11:03:07<38:05:23,  3.82s/it]
 22%|██▏       | 10417/46302 [11:03:11<38:05:14,  3.82s/it]
 23%|██▎       | 10418/46302 [11:03:14<38:04:51,  3.82s/it]
 23%|██▎       | 10419/46302 [11:03:18<38:03:52,  3.82s/it]
 23%|██▎       | 10420/46302 [11:03:22<38:03:55,  3.82s/it]
 23%|██▎       | 10421/46302 [11:03:26<38:03:12,  3.82s/it]
 23%|██▎       | 10422/46302 [11:03:30<38:03:53,  3.82s/it]
 23%|██▎       | 10423/46302 [11:03:33<38:03:53,  3.82s/it]
 23%|██▎       | 10424/46302 [11:03:37<38:04:02,  3.82s/it]
 23%|██▎       | 10425/46302 [11:03:41<38:04:12,  3.82s/it]
 23%|██▎       | 10426/46302 [11:03:45<38:04:03,  3.82s/it]
 23%|██▎       | 10427/46302 [11:03:49<38:04:09,  3.82s/it]
 23%|██▎       | 10428/46302 [11:03:53<38:03:51,  3.82s/it]
 23%|██▎       | 10429/46302 [11:03:56<38:03:32,  3.82s/it]
 23%|██▎       | 10430/46302 [11:04:00<38:03:03,  3.82s/it]
 23%|██▎       | 10431/46302 [11:04:04<38:02:02,  3.82s/it]
 23%|██▎       | 10432/46302 [11:04:08<38:02:18,  3.82s/it]
 23%|██▎       | 10433/46302 [11:04:12<38:02:28,  3.82s/it]
 23%|██▎       | 10434/46302 [11:04:15<38:03:01,  3.82s/it]
 23%|██▎       | 10435/46302 [11:04:19<38:03:38,  3.82s/it]
 23%|██▎       | 10436/46302 [11:04:23<38:03:45,  3.82s/it]
 23%|██▎       | 10437/46302 [11:04:27<38:03:18,  3.82s/it]
 23%|██▎       | 10438/46302 [11:04:31<38:03:05,  3.82s/it]
 23%|██▎       | 10439/46302 [11:04:35<38:02:37,  3.82s/it]
 23%|██▎       | 10440/46302 [11:04:38<38:02:48,  3.82s/it]
 23%|██▎       | 10441/46302 [11:04:42<38:03:08,  3.82s/it]
 23%|██▎       | 10442/46302 [11:04:46<38:03:05,  3.82s/it]
 23%|██▎       | 10443/46302 [11:04:50<38:02:25,  3.82s/it]
 23%|██▎       | 10444/46302 [11:04:54<38:01:55,  3.82s/it]
 23%|██▎       | 10445/46302 [11:04:57<38:02:13,  3.82s/it]
 23%|██▎       | 10446/46302 [11:05:01<38:01:57,  3.82s/it]
 23%|██▎       | 10447/46302 [11:05:05<38:02:35,  3.82s/it]
 23%|██▎       | 10448/46302 [11:05:09<38:03:08,  3.82s/it]
 23%|██▎       | 10449/46302 [11:05:13<38:03:25,  3.82s/it]
 23%|██▎       | 10450/46302 [11:05:17<38:03:09,  3.82s/it]
 23%|██▎       | 10451/46302 [11:05:20<38:02:53,  3.82s/it]
 23%|██▎       | 10452/46302 [11:05:24<38:03:26,  3.82s/it]
 23%|██▎       | 10453/46302 [11:05:28<38:03:33,  3.82s/it]
 23%|██▎       | 10454/46302 [11:05:32<38:03:05,  3.82s/it]
 23%|██▎       | 10455/46302 [11:05:36<38:01:55,  3.82s/it]
 23%|██▎       | 10456/46302 [11:05:40<38:01:53,  3.82s/it]
 23%|██▎       | 10457/46302 [11:05:43<38:01:52,  3.82s/it]
 23%|██▎       | 10458/46302 [11:05:47<38:02:39,  3.82s/it]
 23%|██▎       | 10459/46302 [11:05:51<38:02:32,  3.82s/it]
 23%|██▎       | 10460/46302 [11:05:55<38:02:22,  3.82s/it]
 23%|██▎       | 10461/46302 [11:05:59<38:02:19,  3.82s/it]
 23%|██▎       | 10462/46302 [11:06:02<38:02:47,  3.82s/it]
 23%|██▎       | 10463/46302 [11:06:06<38:02:17,  3.82s/it]
 23%|██▎       | 10464/46302 [11:06:10<38:02:36,  3.82s/it]
 23%|██▎       | 10465/46302 [11:06:14<38:02:09,  3.82s/it]
 23%|██▎       | 10466/46302 [11:06:18<38:01:39,  3.82s/it]
 23%|██▎       | 10467/46302 [11:06:22<38:01:27,  3.82s/it]
 23%|██▎       | 10468/46302 [11:06:25<38:01:41,  3.82s/it]
 23%|██▎       | 10469/46302 [11:06:29<38:02:01,  3.82s/it]
 23%|██▎       | 10470/46302 [11:06:33<38:02:02,  3.82s/it]
 23%|██▎       | 10471/46302 [11:06:37<38:01:49,  3.82s/it]
 23%|██▎       | 10472/46302 [11:06:41<38:01:24,  3.82s/it]
 23%|██▎       | 10473/46302 [11:06:44<38:01:03,  3.82s/it]
 23%|██▎       | 10474/46302 [11:06:48<38:01:23,  3.82s/it]
 23%|██▎       | 10475/46302 [11:06:52<38:01:25,  3.82s/it]
 23%|██▎       | 10476/46302 [11:06:56<38:01:35,  3.82s/it]
 23%|██▎       | 10477/46302 [11:07:00<38:00:55,  3.82s/it]
 23%|██▎       | 10478/46302 [11:07:04<38:01:23,  3.82s/it]
 23%|██▎       | 10479/46302 [11:07:07<38:01:39,  3.82s/it]
 23%|██▎       | 10480/46302 [11:07:11<38:01:31,  3.82s/it]
 23%|██▎       | 10481/46302 [11:07:15<38:01:20,  3.82s/it]
 23%|██▎       | 10482/46302 [11:07:19<38:01:18,  3.82s/it]
 23%|██▎       | 10483/46302 [11:07:23<38:01:41,  3.82s/it]
 23%|██▎       | 10484/46302 [11:07:27<38:01:16,  3.82s/it]
 23%|██▎       | 10485/46302 [11:07:30<38:00:28,  3.82s/it]
 23%|██▎       | 10486/46302 [11:07:34<38:00:30,  3.82s/it]
 23%|██▎       | 10487/46302 [11:07:38<38:00:54,  3.82s/it]
 23%|██▎       | 10488/46302 [11:07:42<38:00:47,  3.82s/it]
 23%|██▎       | 10489/46302 [11:07:46<38:00:12,  3.82s/it]
 23%|██▎       | 10490/46302 [11:07:49<38:00:08,  3.82s/it]
 23%|██▎       | 10491/46302 [11:07:53<38:00:40,  3.82s/it]
 23%|██▎       | 10492/46302 [11:07:57<38:00:34,  3.82s/it]
 23%|██▎       | 10493/46302 [11:08:01<37:59:49,  3.82s/it]
 23%|██▎       | 10494/46302 [11:08:05<37:59:33,  3.82s/it]
 23%|██▎       | 10495/46302 [11:08:09<37:59:11,  3.82s/it]
 23%|██▎       | 10496/46302 [11:08:12<37:59:48,  3.82s/it]
 23%|██▎       | 10497/46302 [11:08:16<37:59:34,  3.82s/it]
 23%|██▎       | 10498/46302 [11:08:20<37:58:57,  3.82s/it]
 23%|██▎       | 10499/46302 [11:08:24<37:59:09,  3.82s/it]
 23%|██▎       | 10500/46302 [11:08:28<37:59:51,  3.82s/it]
                                                           
{'loss': 3.4096, 'learning_rate': 0.003951481170809235, 'epoch': 0.23}

 23%|██▎       | 10500/46302 [11:08:28<37:59:51,  3.82s/it]
 23%|██▎       | 10501/46302 [11:08:31<38:00:52,  3.82s/it]
 23%|██▎       | 10502/46302 [11:08:35<38:00:06,  3.82s/it]
 23%|██▎       | 10503/46302 [11:08:39<37:59:18,  3.82s/it]
 23%|██▎       | 10504/46302 [11:08:43<37:58:38,  3.82s/it]
 23%|██▎       | 10505/46302 [11:08:47<37:59:12,  3.82s/it]
 23%|██▎       | 10506/46302 [11:08:51<37:58:45,  3.82s/it]
 23%|██▎       | 10507/46302 [11:08:54<37:58:37,  3.82s/it]
 23%|██▎       | 10508/46302 [11:08:58<37:59:23,  3.82s/it]
 23%|██▎       | 10509/46302 [11:09:02<37:59:42,  3.82s/it]
 23%|██▎       | 10510/46302 [11:09:06<37:58:49,  3.82s/it]
 23%|██▎       | 10511/46302 [11:09:10<37:58:06,  3.82s/it]
 23%|██▎       | 10512/46302 [11:09:13<37:58:46,  3.82s/it]
 23%|██▎       | 10513/46302 [11:09:17<37:59:00,  3.82s/it]
 23%|██▎       | 10514/46302 [11:09:21<37:58:59,  3.82s/it]
 23%|██▎       | 10515/46302 [11:09:25<37:58:53,  3.82s/it]
 23%|██▎       | 10516/46302 [11:09:29<37:58:39,  3.82s/it]
 23%|██▎       | 10517/46302 [11:09:33<37:58:48,  3.82s/it]
 23%|██▎       | 10518/46302 [11:09:36<37:57:47,  3.82s/it]
 23%|██▎       | 10519/46302 [11:09:40<37:58:19,  3.82s/it]
 23%|██▎       | 10520/46302 [11:09:44<37:58:49,  3.82s/it]
 23%|██▎       | 10521/46302 [11:09:48<37:59:05,  3.82s/it]
 23%|██▎       | 10522/46302 [11:09:52<37:59:11,  3.82s/it]
 23%|██▎       | 10523/46302 [11:09:56<37:59:30,  3.82s/it]
 23%|██▎       | 10524/46302 [11:09:59<37:59:12,  3.82s/it]
 23%|██▎       | 10525/46302 [11:10:03<37:58:54,  3.82s/it]
 23%|██▎       | 10526/46302 [11:10:07<37:58:49,  3.82s/it]
 23%|██▎       | 10527/46302 [11:10:11<37:58:18,  3.82s/it]
 23%|██▎       | 10528/46302 [11:10:15<37:58:31,  3.82s/it]
 23%|██▎       | 10529/46302 [11:10:18<37:58:38,  3.82s/it]
 23%|██▎       | 10530/46302 [11:10:22<37:58:20,  3.82s/it]
 23%|██▎       | 10531/46302 [11:10:26<37:58:13,  3.82s/it]
 23%|██▎       | 10532/46302 [11:10:30<37:58:27,  3.82s/it]
 23%|██▎       | 10533/46302 [11:10:34<37:58:30,  3.82s/it]
 23%|██▎       | 10534/46302 [11:10:38<37:58:33,  3.82s/it]
 23%|██▎       | 10535/46302 [11:10:41<37:58:34,  3.82s/it]
 23%|██▎       | 10536/46302 [11:10:45<37:58:26,  3.82s/it]
 23%|██▎       | 10537/46302 [11:10:49<37:57:49,  3.82s/it]
 23%|██▎       | 10538/46302 [11:10:53<37:57:34,  3.82s/it]
 23%|██▎       | 10539/46302 [11:10:57<37:58:10,  3.82s/it]
 23%|██▎       | 10540/46302 [11:11:00<37:57:57,  3.82s/it]
 23%|██▎       | 10541/46302 [11:11:04<37:58:01,  3.82s/it]
 23%|██▎       | 10542/46302 [11:11:08<37:57:46,  3.82s/it]
 23%|██▎       | 10543/46302 [11:11:12<37:57:24,  3.82s/it]
 23%|██▎       | 10544/46302 [11:11:16<37:56:58,  3.82s/it]
 23%|██▎       | 10545/46302 [11:11:20<37:57:10,  3.82s/it]
 23%|██▎       | 10546/46302 [11:11:23<37:57:11,  3.82s/it]
 23%|██▎       | 10547/46302 [11:11:27<37:56:32,  3.82s/it]
 23%|██▎       | 10548/46302 [11:11:31<37:56:26,  3.82s/it]
 23%|██▎       | 10549/46302 [11:11:35<37:56:31,  3.82s/it]
 23%|██▎       | 10550/46302 [11:11:39<37:56:23,  3.82s/it]
 23%|██▎       | 10551/46302 [11:11:43<37:56:31,  3.82s/it]
 23%|██▎       | 10552/46302 [11:11:46<37:56:05,  3.82s/it]
 23%|██▎       | 10553/46302 [11:11:50<37:55:53,  3.82s/it]
 23%|██▎       | 10554/46302 [11:11:54<37:55:10,  3.82s/it]
 23%|██▎       | 10555/46302 [11:11:58<37:55:31,  3.82s/it]
 23%|██▎       | 10556/46302 [11:12:02<37:55:48,  3.82s/it]
 23%|██▎       | 10557/46302 [11:12:05<37:55:52,  3.82s/it]
 23%|██▎       | 10558/46302 [11:12:09<37:55:58,  3.82s/it]
 23%|██▎       | 10559/46302 [11:12:13<37:55:10,  3.82s/it]
 23%|██▎       | 10560/46302 [11:12:17<37:54:35,  3.82s/it]
 23%|██▎       | 10561/46302 [11:12:21<37:55:22,  3.82s/it]
 23%|██▎       | 10562/46302 [11:12:25<37:55:32,  3.82s/it]
 23%|██▎       | 10563/46302 [11:12:28<37:55:18,  3.82s/it]
 23%|██▎       | 10564/46302 [11:12:32<37:55:25,  3.82s/it]
 23%|██▎       | 10565/46302 [11:12:36<37:55:13,  3.82s/it]
 23%|██▎       | 10566/46302 [11:12:40<37:54:55,  3.82s/it]
 23%|██▎       | 10567/46302 [11:12:44<37:55:04,  3.82s/it]
 23%|██▎       | 10568/46302 [11:12:47<37:55:31,  3.82s/it]
 23%|██▎       | 10569/46302 [11:12:51<37:55:29,  3.82s/it]
 23%|██▎       | 10570/46302 [11:12:55<37:55:34,  3.82s/it]
 23%|██▎       | 10571/46302 [11:12:59<37:55:36,  3.82s/it]
 23%|██▎       | 10572/46302 [11:13:03<37:55:15,  3.82s/it]
 23%|██▎       | 10573/46302 [11:13:07<37:54:14,  3.82s/it]
 23%|██▎       | 10574/46302 [11:13:10<37:53:05,  3.82s/it]
 23%|██▎       | 10575/46302 [11:13:14<37:53:14,  3.82s/it]
 23%|██▎       | 10576/46302 [11:13:18<37:54:08,  3.82s/it]
 23%|██▎       | 10577/46302 [11:13:22<37:54:11,  3.82s/it]
 23%|██▎       | 10578/46302 [11:13:26<37:53:45,  3.82s/it]
 23%|██▎       | 10579/46302 [11:13:29<37:54:00,  3.82s/it]
 23%|██▎       | 10580/46302 [11:13:33<37:54:19,  3.82s/it]
 23%|██▎       | 10581/46302 [11:13:37<37:54:27,  3.82s/it]
 23%|██▎       | 10582/46302 [11:13:41<37:54:26,  3.82s/it]
 23%|██▎       | 10583/46302 [11:13:45<37:53:40,  3.82s/it]
 23%|██▎       | 10584/46302 [11:13:49<37:52:45,  3.82s/it]
 23%|██▎       | 10585/46302 [11:13:52<37:52:57,  3.82s/it]
 23%|██▎       | 10586/46302 [11:13:56<37:52:44,  3.82s/it]
 23%|██▎       | 10587/46302 [11:14:00<37:52:47,  3.82s/it]
 23%|██▎       | 10588/46302 [11:14:04<37:53:11,  3.82s/it]
 23%|██▎       | 10589/46302 [11:14:08<37:53:34,  3.82s/it]
 23%|██▎       | 10590/46302 [11:14:11<37:53:33,  3.82s/it]
 23%|██▎       | 10591/46302 [11:14:15<37:54:14,  3.82s/it]
 23%|██▎       | 10592/46302 [11:14:19<37:54:08,  3.82s/it]
 23%|██▎       | 10593/46302 [11:14:23<37:54:24,  3.82s/it]
 23%|██▎       | 10594/46302 [11:14:27<37:54:04,  3.82s/it]
 23%|██▎       | 10595/46302 [11:14:31<37:54:11,  3.82s/it]
 23%|██▎       | 10596/46302 [11:14:34<37:54:00,  3.82s/it]
 23%|██▎       | 10597/46302 [11:14:38<37:53:55,  3.82s/it]
 23%|██▎       | 10598/46302 [11:14:42<37:53:50,  3.82s/it]
 23%|██▎       | 10599/46302 [11:14:46<37:53:58,  3.82s/it]
 23%|██▎       | 10600/46302 [11:14:50<37:53:15,  3.82s/it]
 23%|██▎       | 10601/46302 [11:14:54<37:53:40,  3.82s/it]
 23%|██▎       | 10602/46302 [11:14:57<37:52:54,  3.82s/it]
 23%|██▎       | 10603/46302 [11:15:01<37:51:30,  3.82s/it]
 23%|██▎       | 10604/46302 [11:15:05<37:50:22,  3.82s/it]
 23%|██▎       | 10605/46302 [11:15:09<37:50:35,  3.82s/it]
 23%|██▎       | 10606/46302 [11:15:13<37:50:05,  3.82s/it]
 23%|██▎       | 10607/46302 [11:15:16<37:49:38,  3.82s/it]
 23%|██▎       | 10608/46302 [11:15:20<37:48:44,  3.81s/it]
 23%|██▎       | 10609/46302 [11:15:24<37:48:36,  3.81s/it]
 23%|██▎       | 10610/46302 [11:15:28<37:48:54,  3.81s/it]
 23%|██▎       | 10611/46302 [11:15:32<37:49:04,  3.81s/it]
 23%|██▎       | 10612/46302 [11:15:35<37:49:16,  3.81s/it]
 23%|██▎       | 10613/46302 [11:15:39<37:48:33,  3.81s/it]
 23%|██▎       | 10614/46302 [11:15:43<37:48:21,  3.81s/it]
 23%|██▎       | 10615/46302 [11:15:47<37:48:53,  3.81s/it]
 23%|██▎       | 10616/46302 [11:15:51<37:49:11,  3.82s/it]
 23%|██▎       | 10617/46302 [11:15:55<37:48:49,  3.81s/it]
 23%|██▎       | 10618/46302 [11:15:58<37:49:15,  3.82s/it]
 23%|██▎       | 10619/46302 [11:16:02<37:49:16,  3.82s/it]
 23%|██▎       | 10620/46302 [11:16:06<37:48:43,  3.81s/it]
 23%|██▎       | 10621/46302 [11:16:10<37:48:04,  3.81s/it]
 23%|██▎       | 10622/46302 [11:16:14<37:48:48,  3.82s/it]
 23%|██▎       | 10623/46302 [11:16:17<37:48:22,  3.81s/it]
 23%|██▎       | 10624/46302 [11:16:21<37:47:57,  3.81s/it]
 23%|██▎       | 10625/46302 [11:16:25<37:47:46,  3.81s/it]
 23%|██▎       | 10626/46302 [11:16:29<37:47:07,  3.81s/it]
 23%|██▎       | 10627/46302 [11:16:33<37:47:42,  3.81s/it]
 23%|██▎       | 10628/46302 [11:16:36<37:48:22,  3.82s/it]
 23%|██▎       | 10629/46302 [11:16:40<37:48:20,  3.82s/it]
 23%|██▎       | 10630/46302 [11:16:44<37:47:44,  3.81s/it]
 23%|██▎       | 10631/46302 [11:16:48<37:47:12,  3.81s/it]
 23%|██▎       | 10632/46302 [11:16:52<37:47:00,  3.81s/it]
 23%|██▎       | 10633/46302 [11:16:56<37:47:06,  3.81s/it]
 23%|██▎       | 10634/46302 [11:16:59<37:47:26,  3.81s/it]
 23%|██▎       | 10635/46302 [11:17:03<37:47:12,  3.81s/it]
 23%|██▎       | 10636/46302 [11:17:07<37:47:25,  3.81s/it]
 23%|██▎       | 10637/46302 [11:17:11<37:46:54,  3.81s/it]
 23%|██▎       | 10638/46302 [11:17:15<37:47:30,  3.81s/it]
 23%|██▎       | 10639/46302 [11:17:18<37:48:02,  3.82s/it]
 23%|██▎       | 10640/46302 [11:17:22<37:47:51,  3.82s/it]
 23%|██▎       | 10641/46302 [11:17:26<37:47:30,  3.82s/it]
 23%|██▎       | 10642/46302 [11:17:30<37:47:32,  3.82s/it]
 23%|██▎       | 10643/46302 [11:17:34<37:46:58,  3.81s/it]
 23%|██▎       | 10644/46302 [11:17:38<37:46:22,  3.81s/it]
 23%|██▎       | 10645/46302 [11:17:41<37:46:11,  3.81s/it]
 23%|██▎       | 10646/46302 [11:17:45<37:45:49,  3.81s/it]
 23%|██▎       | 10647/46302 [11:17:49<37:45:43,  3.81s/it]
 23%|██▎       | 10648/46302 [11:17:53<37:45:48,  3.81s/it]
 23%|██▎       | 10649/46302 [11:17:57<37:46:15,  3.81s/it]
 23%|██▎       | 10650/46302 [11:18:00<37:46:35,  3.81s/it]
 23%|██▎       | 10651/46302 [11:18:04<37:46:51,  3.82s/it]
 23%|██▎       | 10652/46302 [11:18:08<37:47:29,  3.82s/it]
 23%|██▎       | 10653/46302 [11:18:12<37:46:59,  3.82s/it]
 23%|██▎       | 10654/46302 [11:18:16<37:46:23,  3.81s/it]
 23%|██▎       | 10655/46302 [11:18:19<37:46:23,  3.81s/it]
 23%|██▎       | 10656/46302 [11:18:23<37:46:14,  3.81s/it]
 23%|██▎       | 10657/46302 [11:18:27<37:46:19,  3.81s/it]
 23%|██▎       | 10658/46302 [11:18:31<37:46:07,  3.81s/it]
 23%|██▎       | 10659/46302 [11:18:35<37:45:56,  3.81s/it]
 23%|██▎       | 10660/46302 [11:18:39<37:45:38,  3.81s/it]
 23%|██▎       | 10661/46302 [11:18:42<37:45:03,  3.81s/it]
 23%|██▎       | 10662/46302 [11:18:46<37:44:52,  3.81s/it]
 23%|██▎       | 10663/46302 [11:18:50<37:43:55,  3.81s/it]
 23%|██▎       | 10664/46302 [11:18:54<37:43:59,  3.81s/it]
 23%|██▎       | 10665/46302 [11:18:58<37:44:35,  3.81s/it]
 23%|██▎       | 10666/46302 [11:19:01<37:44:31,  3.81s/it]
 23%|██▎       | 10667/46302 [11:19:05<37:44:26,  3.81s/it]
 23%|██▎       | 10668/46302 [11:19:09<37:44:25,  3.81s/it]
 23%|██▎       | 10669/46302 [11:19:13<37:45:28,  3.81s/it]
 23%|██▎       | 10670/46302 [11:19:17<37:45:22,  3.81s/it]
 23%|██▎       | 10671/46302 [11:19:21<37:45:35,  3.82s/it]
 23%|██▎       | 10672/46302 [11:19:24<37:45:57,  3.82s/it]
 23%|██▎       | 10673/46302 [11:19:28<37:46:25,  3.82s/it]
 23%|██▎       | 10674/46302 [11:19:32<37:46:38,  3.82s/it]
 23%|██▎       | 10675/46302 [11:19:36<37:47:04,  3.82s/it]
 23%|██▎       | 10676/46302 [11:19:40<37:46:29,  3.82s/it]
 23%|██▎       | 10677/46302 [11:19:43<37:45:50,  3.82s/it]
 23%|██▎       | 10678/46302 [11:19:47<37:45:03,  3.81s/it]
 23%|██▎       | 10679/46302 [11:19:51<37:45:02,  3.82s/it]
 23%|██▎       | 10680/46302 [11:19:55<37:45:18,  3.82s/it]
 23%|██▎       | 10681/46302 [11:19:59<37:44:59,  3.82s/it]
 23%|██▎       | 10682/46302 [11:20:02<37:45:07,  3.82s/it]
 23%|██▎       | 10683/46302 [11:20:06<37:45:29,  3.82s/it]
 23%|██▎       | 10684/46302 [11:20:10<37:44:48,  3.82s/it]
 23%|██▎       | 10685/46302 [11:20:14<37:44:36,  3.81s/it]
 23%|██▎       | 10686/46302 [11:20:18<37:44:06,  3.81s/it]
 23%|██▎       | 10687/46302 [11:20:22<37:44:49,  3.82s/it]
 23%|██▎       | 10688/46302 [11:20:25<37:44:56,  3.82s/it]
 23%|██▎       | 10689/46302 [11:20:29<37:45:08,  3.82s/it]
 23%|██▎       | 10690/46302 [11:20:33<37:44:18,  3.81s/it]
 23%|██▎       | 10691/46302 [11:20:37<37:43:40,  3.81s/it]
 23%|██▎       | 10692/46302 [11:20:41<37:44:21,  3.82s/it]
 23%|██▎       | 10693/46302 [11:20:44<37:44:41,  3.82s/it]
 23%|██▎       | 10694/46302 [11:20:48<37:44:19,  3.82s/it]
 23%|██▎       | 10695/46302 [11:20:52<37:44:11,  3.82s/it]
 23%|██▎       | 10696/46302 [11:20:56<37:44:25,  3.82s/it]
 23%|██▎       | 10697/46302 [11:21:00<37:44:10,  3.82s/it]
 23%|██▎       | 10698/46302 [11:21:04<37:44:14,  3.82s/it]
 23%|██▎       | 10699/46302 [11:21:07<37:44:27,  3.82s/it]
 23%|██▎       | 10700/46302 [11:21:11<37:44:17,  3.82s/it]
 23%|██▎       | 10701/46302 [11:21:15<37:44:12,  3.82s/it]
 23%|██▎       | 10702/46302 [11:21:19<37:44:29,  3.82s/it]
 23%|██▎       | 10703/46302 [11:21:23<37:44:45,  3.82s/it]
 23%|██▎       | 10704/46302 [11:21:26<37:44:19,  3.82s/it]
 23%|██▎       | 10705/46302 [11:21:30<37:44:45,  3.82s/it]
 23%|██▎       | 10706/46302 [11:21:34<37:45:38,  3.82s/it]
 23%|██▎       | 10707/46302 [11:21:38<37:46:10,  3.82s/it]
 23%|██▎       | 10708/46302 [11:21:42<37:44:57,  3.82s/it]
 23%|██▎       | 10709/46302 [11:21:46<37:44:41,  3.82s/it]
 23%|██▎       | 10710/46302 [11:21:49<37:44:45,  3.82s/it]
 23%|██▎       | 10711/46302 [11:21:53<37:44:33,  3.82s/it]
 23%|██▎       | 10712/46302 [11:21:57<37:43:56,  3.82s/it]
 23%|██▎       | 10713/46302 [11:22:01<37:44:08,  3.82s/it]
 23%|██▎       | 10714/46302 [11:22:05<37:43:21,  3.82s/it]
 23%|██▎       | 10715/46302 [11:22:08<37:42:23,  3.81s/it]
 23%|██▎       | 10716/46302 [11:22:12<37:42:05,  3.81s/it]
 23%|██▎       | 10717/46302 [11:22:16<37:42:15,  3.81s/it]
 23%|██▎       | 10718/46302 [11:22:20<37:42:46,  3.82s/it]
 23%|██▎       | 10719/46302 [11:22:24<37:42:51,  3.82s/it]
 23%|██▎       | 10720/46302 [11:22:27<37:42:50,  3.82s/it]
 23%|██▎       | 10721/46302 [11:22:31<37:42:07,  3.81s/it]
 23%|██▎       | 10722/46302 [11:22:35<37:41:48,  3.81s/it]
 23%|██▎       | 10723/46302 [11:22:39<37:41:17,  3.81s/it]
 23%|██▎       | 10724/46302 [11:22:43<37:42:01,  3.81s/it]
 23%|██▎       | 10725/46302 [11:22:47<37:42:32,  3.82s/it]
 23%|██▎       | 10726/46302 [11:22:50<37:42:01,  3.81s/it]
 23%|██▎       | 10727/46302 [11:22:54<37:42:27,  3.82s/it]
 23%|██▎       | 10728/46302 [11:22:58<37:41:28,  3.81s/it]
 23%|██▎       | 10729/46302 [11:23:02<37:40:56,  3.81s/it]
 23%|██▎       | 10730/46302 [11:23:06<37:41:46,  3.81s/it]
 23%|██▎       | 10731/46302 [11:23:09<37:41:55,  3.82s/it]
 23%|██▎       | 10732/46302 [11:23:13<37:42:39,  3.82s/it]
 23%|██▎       | 10733/46302 [11:23:17<37:42:36,  3.82s/it]
 23%|██▎       | 10734/46302 [11:23:21<37:42:33,  3.82s/it]
 23%|██▎       | 10735/46302 [11:23:25<37:41:12,  3.81s/it]
 23%|██▎       | 10736/46302 [11:23:29<37:41:16,  3.81s/it]
 23%|██▎       | 10737/46302 [11:23:32<37:41:33,  3.82s/it]
 23%|██▎       | 10738/46302 [11:23:36<37:41:16,  3.81s/it]
 23%|██▎       | 10739/46302 [11:23:40<37:40:46,  3.81s/it]
 23%|██▎       | 10740/46302 [11:23:44<37:40:34,  3.81s/it]
 23%|██▎       | 10741/46302 [11:23:48<37:40:53,  3.81s/it]
 23%|██▎       | 10742/46302 [11:23:51<37:40:47,  3.81s/it]
 23%|██▎       | 10743/46302 [11:23:55<37:40:25,  3.81s/it]
 23%|██▎       | 10744/46302 [11:23:59<37:40:56,  3.82s/it]
 23%|██▎       | 10745/46302 [11:24:03<37:41:00,  3.82s/it]
 23%|██▎       | 10746/46302 [11:24:07<37:40:14,  3.81s/it]
 23%|██▎       | 10747/46302 [11:24:10<37:40:25,  3.81s/it]
 23%|██▎       | 10748/46302 [11:24:14<37:40:43,  3.82s/it]
 23%|██▎       | 10749/46302 [11:24:18<37:40:01,  3.81s/it]
 23%|██▎       | 10750/46302 [11:24:22<37:40:31,  3.82s/it]
 23%|██▎       | 10751/46302 [11:24:26<37:40:07,  3.81s/it]
 23%|██▎       | 10752/46302 [11:24:30<37:39:19,  3.81s/it]
 23%|██▎       | 10753/46302 [11:24:33<37:39:11,  3.81s/it]
 23%|██▎       | 10754/46302 [11:24:37<37:39:48,  3.81s/it]
 23%|██▎       | 10755/46302 [11:24:41<37:39:50,  3.81s/it]
 23%|██▎       | 10756/46302 [11:24:45<37:39:53,  3.81s/it]
 23%|██▎       | 10757/46302 [11:24:49<37:40:14,  3.82s/it]
 23%|██▎       | 10758/46302 [11:24:52<37:39:09,  3.81s/it]
 23%|██▎       | 10759/46302 [11:24:56<37:39:23,  3.81s/it]
 23%|██▎       | 10760/46302 [11:25:00<37:39:07,  3.81s/it]
 23%|██▎       | 10761/46302 [11:25:04<37:39:39,  3.81s/it]
 23%|██▎       | 10762/46302 [11:25:08<37:38:46,  3.81s/it]
 23%|██▎       | 10763/46302 [11:25:12<37:38:39,  3.81s/it]
 23%|██▎       | 10764/46302 [11:25:15<37:38:30,  3.81s/it]
 23%|██▎       | 10765/46302 [11:25:19<37:38:14,  3.81s/it]
 23%|██▎       | 10766/46302 [11:25:23<37:39:02,  3.81s/it]
 23%|██▎       | 10767/46302 [11:25:27<37:39:21,  3.81s/it]
 23%|██▎       | 10768/46302 [11:25:31<37:38:49,  3.81s/it]
 23%|██▎       | 10769/46302 [11:25:34<37:39:46,  3.82s/it]
 23%|██▎       | 10770/46302 [11:25:38<37:39:06,  3.81s/it]
 23%|██▎       | 10771/46302 [11:25:42<37:39:37,  3.82s/it]
 23%|██▎       | 10772/46302 [11:25:46<37:40:05,  3.82s/it]
 23%|██▎       | 10773/46302 [11:25:50<37:39:43,  3.82s/it]
 23%|██▎       | 10774/46302 [11:25:53<37:39:42,  3.82s/it]
 23%|██▎       | 10775/46302 [11:25:57<37:40:28,  3.82s/it]
 23%|██▎       | 10776/46302 [11:26:01<37:39:49,  3.82s/it]
 23%|██▎       | 10777/46302 [11:26:05<37:39:43,  3.82s/it]
 23%|██▎       | 10778/46302 [11:26:09<37:39:14,  3.82s/it]
 23%|██▎       | 10779/46302 [11:26:13<37:39:23,  3.82s/it]
 23%|██▎       | 10780/46302 [11:26:16<37:39:45,  3.82s/it]
 23%|██▎       | 10781/46302 [11:26:20<37:38:58,  3.82s/it]
 23%|██▎       | 10782/46302 [11:26:24<37:39:10,  3.82s/it]
 23%|██▎       | 10783/46302 [11:26:28<37:39:29,  3.82s/it]
 23%|██▎       | 10784/46302 [11:26:32<37:39:32,  3.82s/it]
 23%|██▎       | 10785/46302 [11:26:35<37:39:55,  3.82s/it]
 23%|██▎       | 10786/46302 [11:26:39<37:39:17,  3.82s/it]
 23%|██▎       | 10787/46302 [11:26:43<37:39:40,  3.82s/it]
 23%|██▎       | 10788/46302 [11:26:47<37:38:48,  3.82s/it]
 23%|██▎       | 10789/46302 [11:26:51<37:38:58,  3.82s/it]
 23%|██▎       | 10790/46302 [11:26:55<37:38:21,  3.82s/it]
 23%|██▎       | 10791/46302 [11:26:58<37:38:32,  3.82s/it]
 23%|██▎       | 10792/46302 [11:27:02<37:38:29,  3.82s/it]
 23%|██▎       | 10793/46302 [11:27:06<37:39:12,  3.82s/it]
 23%|██▎       | 10794/46302 [11:27:10<37:38:36,  3.82s/it]
 23%|██▎       | 10795/46302 [11:27:14<37:39:14,  3.82s/it]
 23%|██▎       | 10796/46302 [11:27:17<37:38:16,  3.82s/it]
 23%|██▎       | 10797/46302 [11:27:21<37:38:21,  3.82s/it]
 23%|██▎       | 10798/46302 [11:27:25<37:38:53,  3.82s/it]
 23%|██▎       | 10799/46302 [11:27:29<37:40:12,  3.82s/it]
 23%|██▎       | 10800/46302 [11:27:33<37:40:11,  3.82s/it]
 23%|██▎       | 10801/46302 [11:27:37<37:40:23,  3.82s/it]
 23%|██▎       | 10802/46302 [11:27:40<37:40:48,  3.82s/it]
 23%|██▎       | 10803/46302 [11:27:44<37:40:24,  3.82s/it]
 23%|██▎       | 10804/46302 [11:27:48<37:40:10,  3.82s/it]
 23%|██▎       | 10805/46302 [11:27:52<37:40:34,  3.82s/it]
 23%|██▎       | 10806/46302 [11:27:56<37:40:23,  3.82s/it]
 23%|██▎       | 10807/46302 [11:27:59<37:40:23,  3.82s/it]
 23%|██▎       | 10808/46302 [11:28:03<37:40:34,  3.82s/it]
 23%|██▎       | 10809/46302 [11:28:07<37:40:38,  3.82s/it]
 23%|██▎       | 10810/46302 [11:28:11<37:40:23,  3.82s/it]
 23%|██▎       | 10811/46302 [11:28:15<37:40:33,  3.82s/it]
 23%|██▎       | 10812/46302 [11:28:19<37:40:51,  3.82s/it]
 23%|██▎       | 10813/46302 [11:28:22<37:40:40,  3.82s/it]
 23%|██▎       | 10814/46302 [11:28:26<37:39:59,  3.82s/it]
 23%|██▎       | 10815/46302 [11:28:30<37:40:12,  3.82s/it]
 23%|██▎       | 10816/46302 [11:28:34<37:40:20,  3.82s/it]
 23%|██▎       | 10817/46302 [11:28:38<37:40:18,  3.82s/it]
 23%|██▎       | 10818/46302 [11:28:42<37:39:21,  3.82s/it]
 23%|██▎       | 10819/46302 [11:28:45<37:37:29,  3.82s/it]
 23%|██▎       | 10820/46302 [11:28:49<37:38:09,  3.82s/it]
 23%|██▎       | 10821/46302 [11:28:53<37:38:34,  3.82s/it]
 23%|██▎       | 10822/46302 [11:28:57<37:38:30,  3.82s/it]
 23%|██▎       | 10823/46302 [11:29:01<37:38:50,  3.82s/it]
 23%|██▎       | 10824/46302 [11:29:04<37:38:10,  3.82s/it]
 23%|██▎       | 10825/46302 [11:29:08<37:37:53,  3.82s/it]
 23%|██▎       | 10826/46302 [11:29:12<37:38:43,  3.82s/it]
 23%|██▎       | 10827/46302 [11:29:16<37:39:05,  3.82s/it]
 23%|██▎       | 10828/46302 [11:29:20<37:39:32,  3.82s/it]
 23%|██▎       | 10829/46302 [11:29:24<37:39:20,  3.82s/it]
 23%|██▎       | 10830/46302 [11:29:27<37:37:24,  3.82s/it]
 23%|██▎       | 10831/46302 [11:29:31<37:38:18,  3.82s/it]
 23%|██▎       | 10832/46302 [11:29:35<37:38:29,  3.82s/it]
 23%|██▎       | 10833/46302 [11:29:39<37:39:12,  3.82s/it]
 23%|██▎       | 10834/46302 [11:29:43<37:38:57,  3.82s/it]
 23%|██▎       | 10835/46302 [11:29:46<37:39:10,  3.82s/it]
 23%|██▎       | 10836/46302 [11:29:50<37:38:57,  3.82s/it]
 23%|██▎       | 10837/46302 [11:29:54<37:39:14,  3.82s/it]
 23%|██▎       | 10838/46302 [11:29:58<37:38:52,  3.82s/it]
 23%|██▎       | 10839/46302 [11:30:02<37:39:20,  3.82s/it]
 23%|██▎       | 10840/46302 [11:30:06<37:36:08,  3.82s/it]
 23%|██▎       | 10841/46302 [11:30:09<37:37:05,  3.82s/it]
 23%|██▎       | 10842/46302 [11:30:13<37:37:30,  3.82s/it]
 23%|██▎       | 10843/46302 [11:30:17<37:37:32,  3.82s/it]
 23%|██▎       | 10844/46302 [11:30:21<37:37:41,  3.82s/it]
 23%|██▎       | 10845/46302 [11:30:25<37:38:06,  3.82s/it]
 23%|██▎       | 10846/46302 [11:30:28<37:36:18,  3.82s/it]
 23%|██▎       | 10847/46302 [11:30:32<37:36:56,  3.82s/it]
 23%|██▎       | 10848/46302 [11:30:36<37:37:20,  3.82s/it]
 23%|██▎       | 10849/46302 [11:30:40<37:37:49,  3.82s/it]
 23%|██▎       | 10850/46302 [11:30:44<37:38:06,  3.82s/it]
 23%|██▎       | 10851/46302 [11:30:48<37:36:58,  3.82s/it]
 23%|██▎       | 10852/46302 [11:30:51<37:37:27,  3.82s/it]
 23%|██▎       | 10853/46302 [11:30:55<37:38:05,  3.82s/it]
 23%|██▎       | 10854/46302 [11:30:59<37:38:12,  3.82s/it]
 23%|██▎       | 10855/46302 [11:31:03<37:38:28,  3.82s/it]
 23%|██▎       | 10856/46302 [11:31:07<37:38:32,  3.82s/it]
 23%|██▎       | 10857/46302 [11:31:11<37:38:27,  3.82s/it]
 23%|██▎       | 10858/46302 [11:31:14<37:38:35,  3.82s/it]
 23%|██▎       | 10859/46302 [11:31:18<37:38:57,  3.82s/it]
 23%|██▎       | 10860/46302 [11:31:22<37:38:17,  3.82s/it]
 23%|██▎       | 10861/46302 [11:31:26<37:37:58,  3.82s/it]
 23%|██▎       | 10862/46302 [11:31:30<37:37:57,  3.82s/it]
 23%|██▎       | 10863/46302 [11:31:33<37:37:51,  3.82s/it]
 23%|██▎       | 10864/46302 [11:31:37<37:37:23,  3.82s/it]
 23%|██▎       | 10865/46302 [11:31:41<37:36:55,  3.82s/it]
 23%|██▎       | 10866/46302 [11:31:45<37:37:37,  3.82s/it]
 23%|██▎       | 10867/46302 [11:31:49<37:38:08,  3.82s/it]
 23%|██▎       | 10868/46302 [11:31:53<37:37:47,  3.82s/it]
 23%|██▎       | 10869/46302 [11:31:56<37:38:05,  3.82s/it]
 23%|██▎       | 10870/46302 [11:32:00<37:37:56,  3.82s/it]
 23%|██▎       | 10871/46302 [11:32:04<37:38:15,  3.82s/it]
 23%|██▎       | 10872/46302 [11:32:08<37:39:06,  3.83s/it]
 23%|██▎       | 10873/46302 [11:32:12<37:38:49,  3.83s/it]
 23%|██▎       | 10874/46302 [11:32:16<37:38:09,  3.82s/it]
 23%|██▎       | 10875/46302 [11:32:19<37:38:27,  3.82s/it]
 23%|██▎       | 10876/46302 [11:32:23<37:37:44,  3.82s/it]
 23%|██▎       | 10877/46302 [11:32:27<37:37:19,  3.82s/it]
 23%|██▎       | 10878/46302 [11:32:31<37:35:04,  3.82s/it]
 23%|██▎       | 10879/46302 [11:32:35<37:35:01,  3.82s/it]
 23%|██▎       | 10880/46302 [11:32:38<37:34:57,  3.82s/it]
 24%|██▎       | 10881/46302 [11:32:42<37:35:30,  3.82s/it]
 24%|██▎       | 10882/46302 [11:32:46<37:36:09,  3.82s/it]
 24%|██▎       | 10883/46302 [11:32:50<37:36:18,  3.82s/it]
 24%|██▎       | 10884/46302 [11:32:54<37:36:21,  3.82s/it]
 24%|██▎       | 10885/46302 [11:32:58<37:36:42,  3.82s/it]
 24%|██▎       | 10886/46302 [11:33:01<37:36:49,  3.82s/it]
 24%|██▎       | 10887/46302 [11:33:05<37:37:02,  3.82s/it]
 24%|██▎       | 10888/46302 [11:33:09<37:36:17,  3.82s/it]
 24%|██▎       | 10889/46302 [11:33:13<37:36:32,  3.82s/it]
 24%|██▎       | 10890/46302 [11:33:17<37:34:36,  3.82s/it]
 24%|██▎       | 10891/46302 [11:33:20<37:34:44,  3.82s/it]
 24%|██▎       | 10892/46302 [11:33:24<37:34:41,  3.82s/it]
 24%|██▎       | 10893/46302 [11:33:28<37:34:48,  3.82s/it]
 24%|██▎       | 10894/46302 [11:33:32<37:34:59,  3.82s/it]
 24%|██▎       | 10895/46302 [11:33:36<37:34:04,  3.82s/it]
 24%|██▎       | 10896/46302 [11:33:40<37:34:41,  3.82s/it]
 24%|██▎       | 10897/46302 [11:33:43<37:35:05,  3.82s/it]
 24%|██▎       | 10898/46302 [11:33:47<37:34:59,  3.82s/it]
 24%|██▎       | 10899/46302 [11:33:51<37:33:54,  3.82s/it]
 24%|██▎       | 10900/46302 [11:33:55<37:33:39,  3.82s/it]
 24%|██▎       | 10901/46302 [11:33:59<37:34:01,  3.82s/it]
 24%|██▎       | 10902/46302 [11:34:03<37:33:59,  3.82s/it]
 24%|██▎       | 10903/46302 [11:34:06<37:34:00,  3.82s/it]
 24%|██▎       | 10904/46302 [11:34:10<37:34:20,  3.82s/it]
 24%|██▎       | 10905/46302 [11:34:14<37:34:43,  3.82s/it]
 24%|██▎       | 10906/46302 [11:34:18<37:34:39,  3.82s/it]
 24%|██▎       | 10907/46302 [11:34:22<37:34:32,  3.82s/it]
 24%|██▎       | 10908/46302 [11:34:25<37:34:18,  3.82s/it]
 24%|██▎       | 10909/46302 [11:34:29<37:34:46,  3.82s/it]
 24%|██▎       | 10910/46302 [11:34:33<37:34:22,  3.82s/it]
 24%|██▎       | 10911/46302 [11:34:37<37:34:36,  3.82s/it]
 24%|██▎       | 10912/46302 [11:34:41<37:34:12,  3.82s/it]
 24%|██▎       | 10913/46302 [11:34:45<37:33:46,  3.82s/it]
 24%|██▎       | 10914/46302 [11:34:48<37:33:47,  3.82s/it]
 24%|██▎       | 10915/46302 [11:34:52<37:33:24,  3.82s/it]
 24%|██▎       | 10916/46302 [11:34:56<37:33:34,  3.82s/it]
 24%|██▎       | 10917/46302 [11:35:00<37:33:44,  3.82s/it]
 24%|██▎       | 10918/46302 [11:35:04<37:33:28,  3.82s/it]
 24%|██▎       | 10919/46302 [11:35:07<37:33:44,  3.82s/it]
 24%|██▎       | 10920/46302 [11:35:11<37:33:42,  3.82s/it]
 24%|██▎       | 10921/46302 [11:35:15<37:33:24,  3.82s/it]
 24%|██▎       | 10922/46302 [11:35:19<37:33:26,  3.82s/it]
 24%|██▎       | 10923/46302 [11:35:23<37:33:50,  3.82s/it]
 24%|██▎       | 10924/46302 [11:35:27<37:33:35,  3.82s/it]
 24%|██▎       | 10925/46302 [11:35:30<37:34:03,  3.82s/it]
 24%|██▎       | 10926/46302 [11:35:34<37:33:16,  3.82s/it]
 24%|██▎       | 10927/46302 [11:35:38<37:32:56,  3.82s/it]
 24%|██▎       | 10928/46302 [11:35:42<37:32:48,  3.82s/it]
 24%|██▎       | 10929/46302 [11:35:46<37:32:39,  3.82s/it]
 24%|██▎       | 10930/46302 [11:35:50<37:32:39,  3.82s/it]
 24%|██▎       | 10931/46302 [11:35:53<37:32:42,  3.82s/it]
 24%|██▎       | 10932/46302 [11:35:57<37:32:53,  3.82s/it]
 24%|██▎       | 10933/46302 [11:36:01<37:33:06,  3.82s/it]
 24%|██▎       | 10934/46302 [11:36:05<37:33:35,  3.82s/it]
 24%|██▎       | 10935/46302 [11:36:09<37:33:39,  3.82s/it]
 24%|██▎       | 10936/46302 [11:36:12<37:33:04,  3.82s/it]
 24%|██▎       | 10937/46302 [11:36:16<37:33:24,  3.82s/it]
 24%|██▎       | 10938/46302 [11:36:20<37:33:03,  3.82s/it]
 24%|██▎       | 10939/46302 [11:36:24<37:33:13,  3.82s/it]
 24%|██▎       | 10940/46302 [11:36:28<37:33:05,  3.82s/it]
 24%|██▎       | 10941/46302 [11:36:32<37:33:24,  3.82s/it]
 24%|██▎       | 10942/46302 [11:36:35<37:33:31,  3.82s/it]
 24%|██▎       | 10943/46302 [11:36:39<37:34:08,  3.83s/it]
 24%|██▎       | 10944/46302 [11:36:43<37:33:56,  3.82s/it]
 24%|██▎       | 10945/46302 [11:36:47<37:33:52,  3.82s/it]
 24%|██▎       | 10946/46302 [11:36:51<37:34:08,  3.83s/it]
 24%|██▎       | 10947/46302 [11:36:55<37:34:00,  3.83s/it]
 24%|██▎       | 10948/46302 [11:36:58<37:33:56,  3.83s/it]
 24%|██▎       | 10949/46302 [11:37:02<37:33:51,  3.83s/it]
 24%|██▎       | 10950/46302 [11:37:06<37:33:15,  3.82s/it]
 24%|██▎       | 10951/46302 [11:37:10<37:33:23,  3.82s/it]
 24%|██▎       | 10952/46302 [11:37:14<37:33:22,  3.82s/it]
 24%|██▎       | 10953/46302 [11:37:17<37:33:41,  3.83s/it]
 24%|██▎       | 10954/46302 [11:37:21<37:32:23,  3.82s/it]
 24%|██▎       | 10955/46302 [11:37:25<37:30:09,  3.82s/it]
 24%|██▎       | 10956/46302 [11:37:29<37:28:20,  3.82s/it]
 24%|██▎       | 10957/46302 [11:37:33<37:28:08,  3.82s/it]
 24%|██▎       | 10958/46302 [11:37:37<37:29:12,  3.82s/it]
 24%|██▎       | 10959/46302 [11:37:40<37:28:04,  3.82s/it]
 24%|██▎       | 10960/46302 [11:37:44<37:28:43,  3.82s/it]
 24%|██▎       | 10961/46302 [11:37:48<37:30:23,  3.82s/it]
 24%|██▎       | 10962/46302 [11:37:52<37:30:39,  3.82s/it]
 24%|██▎       | 10963/46302 [11:37:56<37:30:42,  3.82s/it]
 24%|██▎       | 10964/46302 [11:37:59<37:30:26,  3.82s/it]
 24%|██▎       | 10965/46302 [11:38:03<37:30:42,  3.82s/it]
 24%|██▎       | 10966/46302 [11:38:07<37:31:02,  3.82s/it]
 24%|██▎       | 10967/46302 [11:38:11<37:30:49,  3.82s/it]
 24%|██▎       | 10968/46302 [11:38:15<37:30:05,  3.82s/it]
 24%|██▎       | 10969/46302 [11:38:19<37:29:36,  3.82s/it]
 24%|██▎       | 10970/46302 [11:38:22<37:30:19,  3.82s/it]
 24%|██▎       | 10971/46302 [11:38:26<37:31:17,  3.82s/it]
 24%|██▎       | 10972/46302 [11:38:30<37:31:35,  3.82s/it]
 24%|██▎       | 10973/46302 [11:38:34<37:31:47,  3.82s/it]
 24%|██▎       | 10974/46302 [11:38:38<37:31:19,  3.82s/it]
 24%|██▎       | 10975/46302 [11:38:42<37:31:25,  3.82s/it]
 24%|██▎       | 10976/46302 [11:38:45<37:31:06,  3.82s/it]
 24%|██▎       | 10977/46302 [11:38:49<37:31:06,  3.82s/it]
 24%|██▎       | 10978/46302 [11:38:53<37:30:23,  3.82s/it]
 24%|██▎       | 10979/46302 [11:38:57<37:30:35,  3.82s/it]
 24%|██▎       | 10980/46302 [11:39:01<37:30:20,  3.82s/it]
 24%|██▎       | 10981/46302 [11:39:04<37:30:14,  3.82s/it]
 24%|██▎       | 10982/46302 [11:39:08<37:29:27,  3.82s/it]
 24%|██▎       | 10983/46302 [11:39:12<37:28:18,  3.82s/it]
 24%|██▎       | 10984/46302 [11:39:16<37:28:35,  3.82s/it]
 24%|██▎       | 10985/46302 [11:39:20<37:29:13,  3.82s/it]
 24%|██▎       | 10986/46302 [11:39:24<37:29:11,  3.82s/it]
 24%|██▎       | 10987/46302 [11:39:27<37:28:46,  3.82s/it]
 24%|██▎       | 10988/46302 [11:39:31<37:28:30,  3.82s/it]
 24%|██▎       | 10989/46302 [11:39:35<37:27:45,  3.82s/it]
 24%|██▎       | 10990/46302 [11:39:39<37:27:44,  3.82s/it]
 24%|██▎       | 10991/46302 [11:39:43<37:28:29,  3.82s/it]
 24%|██▎       | 10992/46302 [11:39:46<37:28:51,  3.82s/it]
 24%|██▎       | 10993/46302 [11:39:50<37:29:18,  3.82s/it]
 24%|██▎       | 10994/46302 [11:39:54<37:29:01,  3.82s/it]
 24%|██▎       | 10995/46302 [11:39:58<37:28:26,  3.82s/it]
 24%|██▎       | 10996/46302 [11:40:02<37:28:19,  3.82s/it]
 24%|██▍       | 10997/46302 [11:40:06<37:26:21,  3.82s/it]
 24%|██▍       | 10998/46302 [11:40:09<37:26:42,  3.82s/it]
 24%|██▍       | 10999/46302 [11:40:13<37:26:31,  3.82s/it]
 24%|██▍       | 11000/46302 [11:40:17<37:26:33,  3.82s/it]
                                                           
{'loss': 3.4064, 'learning_rate': 0.00389629596927288, 'epoch': 0.24}

 24%|██▍       | 11000/46302 [11:40:17<37:26:33,  3.82s/it]
 24%|██▍       | 11001/46302 [11:40:21<37:27:54,  3.82s/it]
 24%|██▍       | 11002/46302 [11:40:25<37:26:08,  3.82s/it]
 24%|██▍       | 11003/46302 [11:40:28<37:25:09,  3.82s/it]
 24%|██▍       | 11004/46302 [11:40:32<37:25:42,  3.82s/it]
 24%|██▍       | 11005/46302 [11:40:36<37:26:14,  3.82s/it]
 24%|██▍       | 11006/46302 [11:40:40<37:26:03,  3.82s/it]
 24%|██▍       | 11007/46302 [11:40:44<37:26:34,  3.82s/it]
 24%|██▍       | 11008/46302 [11:40:48<37:26:40,  3.82s/it]
 24%|██▍       | 11009/46302 [11:40:51<37:26:46,  3.82s/it]
 24%|██▍       | 11010/46302 [11:40:55<37:27:27,  3.82s/it]
 24%|██▍       | 11011/46302 [11:40:59<37:27:07,  3.82s/it]
 24%|██▍       | 11012/46302 [11:41:03<37:27:02,  3.82s/it]
 24%|██▍       | 11013/46302 [11:41:07<37:25:44,  3.82s/it]
 24%|██▍       | 11014/46302 [11:41:11<37:25:31,  3.82s/it]
 24%|██▍       | 11015/46302 [11:41:14<37:26:07,  3.82s/it]
 24%|██▍       | 11016/46302 [11:41:18<37:26:29,  3.82s/it]
 24%|██▍       | 11017/46302 [11:41:22<37:26:43,  3.82s/it]
 24%|██▍       | 11018/46302 [11:41:26<37:26:56,  3.82s/it]
 24%|██▍       | 11019/46302 [11:41:30<37:27:21,  3.82s/it]
 24%|██▍       | 11020/46302 [11:41:33<37:27:17,  3.82s/it]
 24%|██▍       | 11021/46302 [11:41:37<37:26:49,  3.82s/it]
 24%|██▍       | 11022/46302 [11:41:41<37:26:39,  3.82s/it]
 24%|██▍       | 11023/46302 [11:41:45<37:25:55,  3.82s/it]
 24%|██▍       | 11024/46302 [11:41:49<37:26:26,  3.82s/it]
 24%|██▍       | 11025/46302 [11:41:53<37:26:01,  3.82s/it]
 24%|██▍       | 11026/46302 [11:41:56<37:26:17,  3.82s/it]
 24%|██▍       | 11027/46302 [11:42:00<37:26:04,  3.82s/it]
 24%|██▍       | 11028/46302 [11:42:04<37:25:36,  3.82s/it]
 24%|██▍       | 11029/46302 [11:42:08<37:25:36,  3.82s/it]
 24%|██▍       | 11030/46302 [11:42:12<37:25:31,  3.82s/it]
 24%|██▍       | 11031/46302 [11:42:15<37:25:46,  3.82s/it]
 24%|██▍       | 11032/46302 [11:42:19<37:25:52,  3.82s/it]
 24%|██▍       | 11033/46302 [11:42:23<37:25:57,  3.82s/it]
 24%|██▍       | 11034/46302 [11:42:27<37:25:42,  3.82s/it]
 24%|██▍       | 11035/46302 [11:42:31<37:25:29,  3.82s/it]
 24%|██▍       | 11036/46302 [11:42:35<37:24:54,  3.82s/it]
 24%|██▍       | 11037/46302 [11:42:38<37:25:04,  3.82s/it]
 24%|██▍       | 11038/46302 [11:42:42<37:23:54,  3.82s/it]
 24%|██▍       | 11039/46302 [11:42:46<37:23:55,  3.82s/it]
 24%|██▍       | 11040/46302 [11:42:50<37:24:34,  3.82s/it]
 24%|██▍       | 11041/46302 [11:42:54<37:23:48,  3.82s/it]
 24%|██▍       | 11042/46302 [11:42:57<37:24:28,  3.82s/it]
 24%|██▍       | 11043/46302 [11:43:01<37:24:43,  3.82s/it]
 24%|██▍       | 11044/46302 [11:43:05<37:24:42,  3.82s/it]
 24%|██▍       | 11045/46302 [11:43:09<37:23:53,  3.82s/it]
 24%|██▍       | 11046/46302 [11:43:13<37:24:09,  3.82s/it]
 24%|██▍       | 11047/46302 [11:43:17<37:24:16,  3.82s/it]
 24%|██▍       | 11048/46302 [11:43:20<37:23:32,  3.82s/it]
 24%|██▍       | 11049/46302 [11:43:24<37:24:00,  3.82s/it]
 24%|██▍       | 11050/46302 [11:43:28<37:23:54,  3.82s/it]
 24%|██▍       | 11051/46302 [11:43:32<37:23:46,  3.82s/it]
 24%|██▍       | 11052/46302 [11:43:36<37:24:27,  3.82s/it]
 24%|██▍       | 11053/46302 [11:43:39<37:24:18,  3.82s/it]
 24%|██▍       | 11054/46302 [11:43:43<37:24:41,  3.82s/it]
 24%|██▍       | 11055/46302 [11:43:47<37:24:50,  3.82s/it]
 24%|██▍       | 11056/46302 [11:43:51<37:24:27,  3.82s/it]
 24%|██▍       | 11057/46302 [11:43:55<37:23:49,  3.82s/it]
 24%|██▍       | 11058/46302 [11:43:59<37:24:02,  3.82s/it]
 24%|██▍       | 11059/46302 [11:44:02<37:23:11,  3.82s/it]
 24%|██▍       | 11060/46302 [11:44:06<37:23:17,  3.82s/it]
 24%|██▍       | 11061/46302 [11:44:10<37:23:27,  3.82s/it]
 24%|██▍       | 11062/46302 [11:44:14<37:22:47,  3.82s/it]
 24%|██▍       | 11063/46302 [11:44:18<37:21:56,  3.82s/it]
 24%|██▍       | 11064/46302 [11:44:21<37:21:58,  3.82s/it]
 24%|██▍       | 11065/46302 [11:44:25<37:21:26,  3.82s/it]
 24%|██▍       | 11066/46302 [11:44:29<37:21:48,  3.82s/it]
 24%|██▍       | 11067/46302 [11:44:33<37:21:52,  3.82s/it]
 24%|██▍       | 11068/46302 [11:44:37<37:22:07,  3.82s/it]
 24%|██▍       | 11069/46302 [11:44:41<37:21:50,  3.82s/it]
 24%|██▍       | 11070/46302 [11:44:44<37:22:16,  3.82s/it]
 24%|██▍       | 11071/46302 [11:44:48<37:21:46,  3.82s/it]
 24%|██▍       | 11072/46302 [11:44:52<37:21:51,  3.82s/it]
 24%|██▍       | 11073/46302 [11:44:56<37:22:07,  3.82s/it]
 24%|██▍       | 11074/46302 [11:45:00<37:22:42,  3.82s/it]
 24%|██▍       | 11075/46302 [11:45:03<37:22:47,  3.82s/it]
 24%|██▍       | 11076/46302 [11:45:07<37:23:02,  3.82s/it]
 24%|██▍       | 11077/46302 [11:45:11<37:22:51,  3.82s/it]
 24%|██▍       | 11078/46302 [11:45:15<37:22:28,  3.82s/it]
 24%|██▍       | 11079/46302 [11:45:19<37:22:26,  3.82s/it]
 24%|██▍       | 11080/46302 [11:45:23<37:23:05,  3.82s/it]
 24%|██▍       | 11081/46302 [11:45:26<37:22:22,  3.82s/it]
 24%|██▍       | 11082/46302 [11:45:30<37:21:50,  3.82s/it]
 24%|██▍       | 11083/46302 [11:45:34<37:21:33,  3.82s/it]
 24%|██▍       | 11084/46302 [11:45:38<37:21:58,  3.82s/it]
 24%|██▍       | 11085/46302 [11:45:42<37:20:55,  3.82s/it]
 24%|██▍       | 11086/46302 [11:45:46<37:20:32,  3.82s/it]
 24%|██▍       | 11087/46302 [11:45:49<37:20:17,  3.82s/it]
 24%|██▍       | 11088/46302 [11:45:53<37:21:06,  3.82s/it]
 24%|██▍       | 11089/46302 [11:45:57<37:20:46,  3.82s/it]
 24%|██▍       | 11090/46302 [11:46:01<37:19:59,  3.82s/it]
 24%|██▍       | 11091/46302 [11:46:05<37:20:38,  3.82s/it]
 24%|██▍       | 11092/46302 [11:46:08<37:21:04,  3.82s/it]
 24%|██▍       | 11093/46302 [11:46:12<37:21:02,  3.82s/it]
 24%|██▍       | 11094/46302 [11:46:16<37:20:38,  3.82s/it]
 24%|██▍       | 11095/46302 [11:46:20<37:20:35,  3.82s/it]
 24%|██▍       | 11096/46302 [11:46:24<37:20:48,  3.82s/it]
 24%|██▍       | 11097/46302 [11:46:28<37:20:51,  3.82s/it]
 24%|██▍       | 11098/46302 [11:46:31<37:20:42,  3.82s/it]
 24%|██▍       | 11099/46302 [11:46:35<37:21:11,  3.82s/it]
 24%|██▍       | 11100/46302 [11:46:39<37:21:23,  3.82s/it]
 24%|██▍       | 11101/46302 [11:46:43<37:21:20,  3.82s/it]
 24%|██▍       | 11102/46302 [11:46:47<37:20:03,  3.82s/it]
 24%|██▍       | 11103/46302 [11:46:50<37:20:24,  3.82s/it]
 24%|██▍       | 11104/46302 [11:46:54<37:20:21,  3.82s/it]
 24%|██▍       | 11105/46302 [11:46:58<37:19:41,  3.82s/it]
 24%|██▍       | 11106/46302 [11:47:02<37:19:24,  3.82s/it]
 24%|██▍       | 11107/46302 [11:47:06<37:19:37,  3.82s/it]
 24%|██▍       | 11108/46302 [11:47:10<37:19:24,  3.82s/it]
 24%|██▍       | 11109/46302 [11:47:13<37:19:09,  3.82s/it]
 24%|██▍       | 11110/46302 [11:47:17<37:19:05,  3.82s/it]
 24%|██▍       | 11111/46302 [11:47:21<37:18:28,  3.82s/it]
 24%|██▍       | 11112/46302 [11:47:25<37:18:46,  3.82s/it]
 24%|██▍       | 11113/46302 [11:47:29<37:18:09,  3.82s/it]
 24%|██▍       | 11114/46302 [11:47:32<37:18:37,  3.82s/it]
 24%|██▍       | 11115/46302 [11:47:36<37:19:14,  3.82s/it]
 24%|██▍       | 11116/46302 [11:47:40<37:19:43,  3.82s/it]
 24%|██▍       | 11117/46302 [11:47:44<37:18:27,  3.82s/it]
 24%|██▍       | 11118/46302 [11:47:48<37:17:57,  3.82s/it]
 24%|██▍       | 11119/46302 [11:47:52<37:18:06,  3.82s/it]
 24%|██▍       | 11120/46302 [11:47:55<37:17:46,  3.82s/it]
 24%|██▍       | 11121/46302 [11:47:59<37:17:55,  3.82s/it]
 24%|██▍       | 11122/46302 [11:48:03<37:18:48,  3.82s/it]
 24%|██▍       | 11123/46302 [11:48:07<37:19:06,  3.82s/it]
 24%|██▍       | 11124/46302 [11:48:11<37:18:54,  3.82s/it]
 24%|██▍       | 11125/46302 [11:48:14<37:18:17,  3.82s/it]
 24%|██▍       | 11126/46302 [11:48:18<37:18:24,  3.82s/it]
 24%|██▍       | 11127/46302 [11:48:22<37:18:23,  3.82s/it]
 24%|██▍       | 11128/46302 [11:48:26<37:17:42,  3.82s/it]
 24%|██▍       | 11129/46302 [11:48:30<37:17:51,  3.82s/it]
 24%|██▍       | 11130/46302 [11:48:34<37:17:57,  3.82s/it]
 24%|██▍       | 11131/46302 [11:48:37<37:17:48,  3.82s/it]
 24%|██▍       | 11132/46302 [11:48:41<37:17:44,  3.82s/it]
 24%|██▍       | 11133/46302 [11:48:45<37:17:36,  3.82s/it]
 24%|██▍       | 11134/46302 [11:48:49<37:18:01,  3.82s/it]
 24%|██▍       | 11135/46302 [11:48:53<37:18:15,  3.82s/it]
 24%|██▍       | 11136/46302 [11:48:56<37:18:23,  3.82s/it]
 24%|██▍       | 11137/46302 [11:49:00<37:18:13,  3.82s/it]
 24%|██▍       | 11138/46302 [11:49:04<37:17:39,  3.82s/it]
 24%|██▍       | 11139/46302 [11:49:08<37:17:31,  3.82s/it]
 24%|██▍       | 11140/46302 [11:49:12<37:18:12,  3.82s/it]
 24%|██▍       | 11141/46302 [11:49:16<37:17:50,  3.82s/it]
 24%|██▍       | 11142/46302 [11:49:19<37:17:51,  3.82s/it]
 24%|██▍       | 11143/46302 [11:49:23<37:19:02,  3.82s/it]
 24%|██▍       | 11144/46302 [11:49:27<37:17:58,  3.82s/it]
 24%|██▍       | 11145/46302 [11:49:31<37:17:03,  3.82s/it]
 24%|██▍       | 11146/46302 [11:49:35<37:17:20,  3.82s/it]
 24%|██▍       | 11147/46302 [11:49:38<37:17:38,  3.82s/it]
 24%|██▍       | 11148/46302 [11:49:42<37:17:46,  3.82s/it]
 24%|██▍       | 11149/46302 [11:49:46<37:16:37,  3.82s/it]
 24%|██▍       | 11150/46302 [11:49:50<37:16:39,  3.82s/it]
 24%|██▍       | 11151/46302 [11:49:54<37:17:01,  3.82s/it]
 24%|██▍       | 11152/46302 [11:49:58<37:16:58,  3.82s/it]
 24%|██▍       | 11153/46302 [11:50:01<37:16:56,  3.82s/it]
 24%|██▍       | 11154/46302 [11:50:05<37:16:28,  3.82s/it]
 24%|██▍       | 11155/46302 [11:50:09<37:16:18,  3.82s/it]
 24%|██▍       | 11156/46302 [11:50:13<37:16:17,  3.82s/it]
 24%|██▍       | 11157/46302 [11:50:17<37:16:44,  3.82s/it]
 24%|██▍       | 11158/46302 [11:50:20<37:16:48,  3.82s/it]
 24%|██▍       | 11159/46302 [11:50:24<37:16:48,  3.82s/it]
 24%|██▍       | 11160/46302 [11:50:28<37:17:20,  3.82s/it]
 24%|██▍       | 11161/46302 [11:50:32<37:17:07,  3.82s/it]
 24%|██▍       | 11162/46302 [11:50:36<37:17:13,  3.82s/it]
 24%|██▍       | 11163/46302 [11:50:40<37:16:45,  3.82s/it]
 24%|██▍       | 11164/46302 [11:50:43<37:16:46,  3.82s/it]
 24%|██▍       | 11165/46302 [11:50:47<37:17:03,  3.82s/it]
 24%|██▍       | 11166/46302 [11:50:51<37:16:50,  3.82s/it]
 24%|██▍       | 11167/46302 [11:50:55<37:16:07,  3.82s/it]
 24%|██▍       | 11168/46302 [11:50:59<37:16:00,  3.82s/it]
 24%|██▍       | 11169/46302 [11:51:02<37:14:50,  3.82s/it]
 24%|██▍       | 11170/46302 [11:51:06<37:14:31,  3.82s/it]
 24%|██▍       | 11171/46302 [11:51:10<37:15:03,  3.82s/it]
 24%|██▍       | 11172/46302 [11:51:14<37:15:41,  3.82s/it]
 24%|██▍       | 11173/46302 [11:51:18<37:14:53,  3.82s/it]
 24%|██▍       | 11174/46302 [11:51:22<37:14:25,  3.82s/it]
 24%|██▍       | 11175/46302 [11:51:25<37:14:46,  3.82s/it]
 24%|██▍       | 11176/46302 [11:51:29<37:15:01,  3.82s/it]
 24%|██▍       | 11177/46302 [11:51:33<37:14:17,  3.82s/it]
 24%|██▍       | 11178/46302 [11:51:37<37:13:58,  3.82s/it]
 24%|██▍       | 11179/46302 [11:51:41<37:14:25,  3.82s/it]
 24%|██▍       | 11180/46302 [11:51:44<37:14:20,  3.82s/it]
 24%|██▍       | 11181/46302 [11:51:48<37:14:07,  3.82s/it]
 24%|██▍       | 11182/46302 [11:51:52<37:13:41,  3.82s/it]
 24%|██▍       | 11183/46302 [11:51:56<37:13:33,  3.82s/it]
 24%|██▍       | 11184/46302 [11:52:00<37:13:42,  3.82s/it]
 24%|██▍       | 11185/46302 [11:52:03<37:14:15,  3.82s/it]
 24%|██▍       | 11186/46302 [11:52:07<37:14:34,  3.82s/it]
 24%|██▍       | 11187/46302 [11:52:11<37:13:47,  3.82s/it]
 24%|██▍       | 11188/46302 [11:52:15<37:14:21,  3.82s/it]
 24%|██▍       | 11189/46302 [11:52:19<37:13:56,  3.82s/it]
 24%|██▍       | 11190/46302 [11:52:23<37:14:09,  3.82s/it]
 24%|██▍       | 11191/46302 [11:52:26<37:14:38,  3.82s/it]
 24%|██▍       | 11192/46302 [11:52:30<37:15:19,  3.82s/it]
 24%|██▍       | 11193/46302 [11:52:34<37:13:24,  3.82s/it]
 24%|██▍       | 11194/46302 [11:52:38<37:12:25,  3.82s/it]
 24%|██▍       | 11195/46302 [11:52:42<37:12:14,  3.82s/it]
 24%|██▍       | 11196/46302 [11:52:45<37:13:21,  3.82s/it]
 24%|██▍       | 11197/46302 [11:52:49<37:13:21,  3.82s/it]
 24%|██▍       | 11198/46302 [11:52:53<37:13:36,  3.82s/it]
 24%|██▍       | 11199/46302 [11:52:57<37:13:27,  3.82s/it]
 24%|██▍       | 11200/46302 [11:53:01<37:13:30,  3.82s/it]
 24%|██▍       | 11201/46302 [11:53:05<37:13:43,  3.82s/it]
 24%|██▍       | 11202/46302 [11:53:08<37:13:58,  3.82s/it]
 24%|██▍       | 11203/46302 [11:53:12<37:13:34,  3.82s/it]
 24%|██▍       | 11204/46302 [11:53:16<37:13:17,  3.82s/it]
 24%|██▍       | 11205/46302 [11:53:20<37:12:59,  3.82s/it]
 24%|██▍       | 11206/46302 [11:53:24<37:13:04,  3.82s/it]
 24%|██▍       | 11207/46302 [11:53:27<37:12:42,  3.82s/it]
 24%|██▍       | 11208/46302 [11:53:31<37:12:42,  3.82s/it]
 24%|██▍       | 11209/46302 [11:53:35<37:12:23,  3.82s/it]
 24%|██▍       | 11210/46302 [11:53:39<37:12:54,  3.82s/it]
 24%|██▍       | 11211/46302 [11:53:43<37:12:57,  3.82s/it]
 24%|██▍       | 11212/46302 [11:53:47<37:13:15,  3.82s/it]
 24%|██▍       | 11213/46302 [11:53:50<37:12:59,  3.82s/it]
 24%|██▍       | 11214/46302 [11:53:54<37:13:10,  3.82s/it]
 24%|██▍       | 11215/46302 [11:53:58<37:12:46,  3.82s/it]
 24%|██▍       | 11216/46302 [11:54:02<37:13:30,  3.82s/it]
 24%|██▍       | 11217/46302 [11:54:06<37:12:46,  3.82s/it]
 24%|██▍       | 11218/46302 [11:54:09<37:13:17,  3.82s/it]
 24%|██▍       | 11219/46302 [11:54:13<37:12:38,  3.82s/it]
 24%|██▍       | 11220/46302 [11:54:17<37:11:57,  3.82s/it]
 24%|██▍       | 11221/46302 [11:54:21<37:11:54,  3.82s/it]
 24%|██▍       | 11222/46302 [11:54:25<37:11:03,  3.82s/it]
 24%|██▍       | 11223/46302 [11:54:29<37:10:50,  3.82s/it]
 24%|██▍       | 11224/46302 [11:54:32<37:11:10,  3.82s/it]
 24%|██▍       | 11225/46302 [11:54:36<37:11:18,  3.82s/it]
 24%|██▍       | 11226/46302 [11:54:40<37:11:46,  3.82s/it]
 24%|██▍       | 11227/46302 [11:54:44<37:12:07,  3.82s/it]
 24%|██▍       | 11228/46302 [11:54:48<37:11:24,  3.82s/it]
 24%|██▍       | 11229/46302 [11:54:51<37:10:42,  3.82s/it]
 24%|██▍       | 11230/46302 [11:54:55<37:10:20,  3.82s/it]
 24%|██▍       | 11231/46302 [11:54:59<37:10:41,  3.82s/it]
 24%|██▍       | 11232/46302 [11:55:03<37:11:07,  3.82s/it]
 24%|██▍       | 11233/46302 [11:55:07<37:10:26,  3.82s/it]
 24%|██▍       | 11234/46302 [11:55:11<37:11:38,  3.82s/it]
 24%|██▍       | 11235/46302 [11:55:14<37:10:59,  3.82s/it]
 24%|██▍       | 11236/46302 [11:55:18<37:11:15,  3.82s/it]
 24%|██▍       | 11237/46302 [11:55:22<37:11:24,  3.82s/it]
 24%|██▍       | 11238/46302 [11:55:26<37:11:09,  3.82s/it]
 24%|██▍       | 11239/46302 [11:55:30<37:11:06,  3.82s/it]
 24%|██▍       | 11240/46302 [11:55:33<37:11:07,  3.82s/it]
 24%|██▍       | 11241/46302 [11:55:37<37:11:32,  3.82s/it]
 24%|██▍       | 11242/46302 [11:55:41<37:11:53,  3.82s/it]
 24%|██▍       | 11243/46302 [11:55:45<37:11:37,  3.82s/it]
 24%|██▍       | 11244/46302 [11:55:49<37:11:03,  3.82s/it]
 24%|██▍       | 11245/46302 [11:55:53<37:10:12,  3.82s/it]
 24%|██▍       | 11246/46302 [11:55:56<37:10:46,  3.82s/it]
 24%|██▍       | 11247/46302 [11:56:00<37:11:04,  3.82s/it]
 24%|██▍       | 11248/46302 [11:56:04<37:11:32,  3.82s/it]
 24%|██▍       | 11249/46302 [11:56:08<37:11:44,  3.82s/it]
 24%|██▍       | 11250/46302 [11:56:12<37:11:45,  3.82s/it]
 24%|██▍       | 11251/46302 [11:56:15<37:11:24,  3.82s/it]
 24%|██▍       | 11252/46302 [11:56:19<37:10:40,  3.82s/it]
 24%|██▍       | 11253/46302 [11:56:23<37:10:53,  3.82s/it]
 24%|██▍       | 11254/46302 [11:56:27<37:10:58,  3.82s/it]
 24%|██▍       | 11255/46302 [11:56:31<37:10:08,  3.82s/it]
 24%|██▍       | 11256/46302 [11:56:35<37:09:54,  3.82s/it]
 24%|██▍       | 11257/46302 [11:56:38<37:09:31,  3.82s/it]
 24%|██▍       | 11258/46302 [11:56:42<37:10:06,  3.82s/it]
 24%|██▍       | 11259/46302 [11:56:46<37:10:09,  3.82s/it]
 24%|██▍       | 11260/46302 [11:56:50<37:10:14,  3.82s/it]
 24%|██▍       | 11261/46302 [11:56:54<37:10:24,  3.82s/it]
 24%|██▍       | 11262/46302 [11:56:57<37:10:39,  3.82s/it]
 24%|██▍       | 11263/46302 [11:57:01<37:10:31,  3.82s/it]
 24%|██▍       | 11264/46302 [11:57:05<37:10:05,  3.82s/it]
 24%|██▍       | 11265/46302 [11:57:09<37:10:26,  3.82s/it]
 24%|██▍       | 11266/46302 [11:57:13<37:10:50,  3.82s/it]
 24%|██▍       | 11267/46302 [11:57:17<37:10:54,  3.82s/it]
 24%|██▍       | 11268/46302 [11:57:20<37:10:35,  3.82s/it]
 24%|██▍       | 11269/46302 [11:57:24<37:07:39,  3.82s/it]
 24%|██▍       | 11270/46302 [11:57:28<37:07:53,  3.82s/it]
 24%|██▍       | 11271/46302 [11:57:32<37:05:54,  3.81s/it]
 24%|██▍       | 11272/46302 [11:57:36<37:06:25,  3.81s/it]
 24%|██▍       | 11273/46302 [11:57:39<37:07:46,  3.82s/it]
 24%|██▍       | 11274/46302 [11:57:43<37:05:50,  3.81s/it]
 24%|██▍       | 11275/46302 [11:57:47<37:05:48,  3.81s/it]
 24%|██▍       | 11276/46302 [11:57:51<37:06:20,  3.81s/it]
 24%|██▍       | 11277/46302 [11:57:55<37:06:01,  3.81s/it]
 24%|██▍       | 11278/46302 [11:57:59<37:06:37,  3.81s/it]
 24%|██▍       | 11279/46302 [11:58:02<37:06:42,  3.81s/it]
 24%|██▍       | 11280/46302 [11:58:06<37:07:58,  3.82s/it]
 24%|██▍       | 11281/46302 [11:58:10<37:08:09,  3.82s/it]
 24%|██▍       | 11282/46302 [11:58:14<37:08:56,  3.82s/it]
 24%|██▍       | 11283/46302 [11:58:18<37:09:06,  3.82s/it]
 24%|██▍       | 11284/46302 [11:58:21<37:09:12,  3.82s/it]
 24%|██▍       | 11285/46302 [11:58:25<37:09:30,  3.82s/it]
 24%|██▍       | 11286/46302 [11:58:29<37:09:34,  3.82s/it]
 24%|██▍       | 11287/46302 [11:58:33<37:09:04,  3.82s/it]
 24%|██▍       | 11288/46302 [11:58:37<37:08:17,  3.82s/it]
 24%|██▍       | 11289/46302 [11:58:41<37:08:05,  3.82s/it]
 24%|██▍       | 11290/46302 [11:58:44<37:08:33,  3.82s/it]
 24%|██▍       | 11291/46302 [11:58:48<37:08:37,  3.82s/it]
 24%|██▍       | 11292/46302 [11:58:52<37:08:38,  3.82s/it]
 24%|██▍       | 11293/46302 [11:58:56<37:06:27,  3.82s/it]
 24%|██▍       | 11294/46302 [11:59:00<37:04:50,  3.81s/it]
 24%|██▍       | 11295/46302 [11:59:03<37:04:16,  3.81s/it]
 24%|██▍       | 11296/46302 [11:59:07<37:02:16,  3.81s/it]
 24%|██▍       | 11297/46302 [11:59:11<37:00:44,  3.81s/it]
 24%|██▍       | 11298/46302 [11:59:15<37:03:13,  3.81s/it]
 24%|██▍       | 11299/46302 [11:59:19<37:03:28,  3.81s/it]
 24%|██▍       | 11300/46302 [11:59:22<37:05:07,  3.81s/it]
 24%|██▍       | 11301/46302 [11:59:26<37:06:18,  3.82s/it]
 24%|██▍       | 11302/46302 [11:59:30<37:07:21,  3.82s/it]
 24%|██▍       | 11303/46302 [11:59:34<37:07:09,  3.82s/it]
 24%|██▍       | 11304/46302 [11:59:38<37:06:39,  3.82s/it]
 24%|██▍       | 11305/46302 [11:59:42<37:07:27,  3.82s/it]
 24%|██▍       | 11306/46302 [11:59:45<37:07:55,  3.82s/it]
 24%|██▍       | 11307/46302 [11:59:49<37:06:08,  3.82s/it]
 24%|██▍       | 11308/46302 [11:59:53<37:06:19,  3.82s/it]
 24%|██▍       | 11309/46302 [11:59:57<37:06:33,  3.82s/it]
 24%|██▍       | 11310/46302 [12:00:01<37:06:18,  3.82s/it]
 24%|██▍       | 11311/46302 [12:00:04<37:06:31,  3.82s/it]
 24%|██▍       | 11312/46302 [12:00:08<37:06:23,  3.82s/it]
 24%|██▍       | 11313/46302 [12:00:12<37:05:57,  3.82s/it]
 24%|██▍       | 11314/46302 [12:00:16<37:04:46,  3.82s/it]
 24%|██▍       | 11315/46302 [12:00:20<37:03:13,  3.81s/it]
 24%|██▍       | 11316/46302 [12:00:24<37:03:26,  3.81s/it]
 24%|██▍       | 11317/46302 [12:00:27<37:03:39,  3.81s/it]
 24%|██▍       | 11318/46302 [12:00:31<37:01:55,  3.81s/it]
 24%|██▍       | 11319/46302 [12:00:35<36:59:08,  3.81s/it]
 24%|██▍       | 11320/46302 [12:00:39<37:01:23,  3.81s/it]
 24%|██▍       | 11321/46302 [12:00:43<37:03:23,  3.81s/it]
 24%|██▍       | 11322/46302 [12:00:46<37:02:54,  3.81s/it]
 24%|██▍       | 11323/46302 [12:00:50<37:02:30,  3.81s/it]
 24%|██▍       | 11324/46302 [12:00:54<37:03:36,  3.81s/it]
 24%|██▍       | 11325/46302 [12:00:58<37:02:50,  3.81s/it]
 24%|██▍       | 11326/46302 [12:01:02<37:00:35,  3.81s/it]
 24%|██▍       | 11327/46302 [12:01:05<37:00:11,  3.81s/it]
 24%|██▍       | 11328/46302 [12:01:09<36:57:48,  3.80s/it]
 24%|██▍       | 11329/46302 [12:01:13<36:57:01,  3.80s/it]
 24%|██▍       | 11330/46302 [12:01:17<36:59:37,  3.81s/it]
 24%|██▍       | 11331/46302 [12:01:21<37:01:54,  3.81s/it]
 24%|██▍       | 11332/46302 [12:01:25<37:01:45,  3.81s/it]
 24%|██▍       | 11333/46302 [12:01:28<37:02:47,  3.81s/it]
 24%|██▍       | 11334/46302 [12:01:32<37:03:46,  3.82s/it]
 24%|██▍       | 11335/46302 [12:01:36<37:05:04,  3.82s/it]
 24%|██▍       | 11336/46302 [12:01:40<37:06:02,  3.82s/it]
 24%|██▍       | 11337/46302 [12:01:44<37:06:43,  3.82s/it]
 24%|██▍       | 11338/46302 [12:01:47<37:06:33,  3.82s/it]
 24%|██▍       | 11339/46302 [12:01:51<37:06:27,  3.82s/it]
 24%|██▍       | 11340/46302 [12:01:55<37:06:02,  3.82s/it]
 24%|██▍       | 11341/46302 [12:01:59<37:05:08,  3.82s/it]
 24%|██▍       | 11342/46302 [12:02:03<37:04:46,  3.82s/it]
 24%|██▍       | 11343/46302 [12:02:07<37:05:13,  3.82s/it]
 25%|██▍       | 11344/46302 [12:02:10<37:04:45,  3.82s/it]
 25%|██▍       | 11345/46302 [12:02:14<37:04:09,  3.82s/it]
 25%|██▍       | 11346/46302 [12:02:18<37:04:55,  3.82s/it]
 25%|██▍       | 11347/46302 [12:02:22<37:04:54,  3.82s/it]
 25%|██▍       | 11348/46302 [12:02:26<37:05:08,  3.82s/it]
 25%|██▍       | 11349/46302 [12:02:29<37:04:37,  3.82s/it]
 25%|██▍       | 11350/46302 [12:02:33<37:04:47,  3.82s/it]
 25%|██▍       | 11351/46302 [12:02:37<37:05:08,  3.82s/it]
 25%|██▍       | 11352/46302 [12:02:41<37:04:51,  3.82s/it]
 25%|██▍       | 11353/46302 [12:02:45<37:04:48,  3.82s/it]
 25%|██▍       | 11354/46302 [12:02:49<37:03:10,  3.82s/it]
 25%|██▍       | 11355/46302 [12:02:52<37:02:02,  3.81s/it]
 25%|██▍       | 11356/46302 [12:02:56<37:02:14,  3.82s/it]
 25%|██▍       | 11357/46302 [12:03:00<37:02:46,  3.82s/it]
 25%|██▍       | 11358/46302 [12:03:04<37:03:16,  3.82s/it]
 25%|██▍       | 11359/46302 [12:03:08<37:03:38,  3.82s/it]
 25%|██▍       | 11360/46302 [12:03:11<37:02:57,  3.82s/it]
 25%|██▍       | 11361/46302 [12:03:15<37:03:04,  3.82s/it]
 25%|██▍       | 11362/46302 [12:03:19<37:02:42,  3.82s/it]
 25%|██▍       | 11363/46302 [12:03:23<37:02:50,  3.82s/it]
 25%|██▍       | 11364/46302 [12:03:27<37:03:39,  3.82s/it]
 25%|██▍       | 11365/46302 [12:03:31<37:02:56,  3.82s/it]
 25%|██▍       | 11366/46302 [12:03:34<37:03:00,  3.82s/it]
 25%|██▍       | 11367/46302 [12:03:38<37:03:29,  3.82s/it]
 25%|██▍       | 11368/46302 [12:03:42<37:03:42,  3.82s/it]
 25%|██▍       | 11369/46302 [12:03:46<37:02:31,  3.82s/it]
 25%|██▍       | 11370/46302 [12:03:50<37:02:49,  3.82s/it]
 25%|██▍       | 11371/46302 [12:03:53<37:02:38,  3.82s/it]
 25%|██▍       | 11372/46302 [12:03:57<37:02:55,  3.82s/it]
 25%|██▍       | 11373/46302 [12:04:01<37:03:09,  3.82s/it]
 25%|██▍       | 11374/46302 [12:04:05<37:02:39,  3.82s/it]
 25%|██▍       | 11375/46302 [12:04:09<37:02:41,  3.82s/it]
 25%|██▍       | 11376/46302 [12:04:13<37:02:56,  3.82s/it]
 25%|██▍       | 11377/46302 [12:04:16<37:02:20,  3.82s/it]
 25%|██▍       | 11378/46302 [12:04:20<37:02:17,  3.82s/it]
 25%|██▍       | 11379/46302 [12:04:24<37:02:31,  3.82s/it]
 25%|██▍       | 11380/46302 [12:04:28<37:02:34,  3.82s/it]
 25%|██▍       | 11381/46302 [12:04:32<37:02:16,  3.82s/it]
 25%|██▍       | 11382/46302 [12:04:35<37:02:26,  3.82s/it]
 25%|██▍       | 11383/46302 [12:04:39<37:02:16,  3.82s/it]
 25%|██▍       | 11384/46302 [12:04:43<37:02:02,  3.82s/it]
 25%|██▍       | 11385/46302 [12:04:47<37:01:30,  3.82s/it]
 25%|██▍       | 11386/46302 [12:04:51<37:01:43,  3.82s/it]
 25%|██▍       | 11387/46302 [12:04:55<37:02:01,  3.82s/it]
 25%|██▍       | 11388/46302 [12:04:58<37:02:12,  3.82s/it]
 25%|██▍       | 11389/46302 [12:05:02<37:02:37,  3.82s/it]
 25%|██▍       | 11390/46302 [12:05:06<37:02:36,  3.82s/it]
 25%|██▍       | 11391/46302 [12:05:10<37:02:28,  3.82s/it]
 25%|██▍       | 11392/46302 [12:05:14<37:03:07,  3.82s/it]
 25%|██▍       | 11393/46302 [12:05:17<37:02:53,  3.82s/it]
 25%|██▍       | 11394/46302 [12:05:21<37:02:54,  3.82s/it]
 25%|██▍       | 11395/46302 [12:05:25<37:02:51,  3.82s/it]
 25%|██▍       | 11396/46302 [12:05:29<37:02:38,  3.82s/it]
 25%|██▍       | 11397/46302 [12:05:33<37:02:29,  3.82s/it]
 25%|██▍       | 11398/46302 [12:05:37<37:02:55,  3.82s/it]
 25%|██▍       | 11399/46302 [12:05:40<37:02:34,  3.82s/it]
 25%|██▍       | 11400/46302 [12:05:44<37:02:40,  3.82s/it]
 25%|██▍       | 11401/46302 [12:05:48<37:02:42,  3.82s/it]
 25%|██▍       | 11402/46302 [12:05:52<37:03:02,  3.82s/it]
 25%|██▍       | 11403/46302 [12:05:56<37:02:26,  3.82s/it]
 25%|██▍       | 11404/46302 [12:05:59<37:01:58,  3.82s/it]
 25%|██▍       | 11405/46302 [12:06:03<37:01:44,  3.82s/it]
 25%|██▍       | 11406/46302 [12:06:07<37:01:22,  3.82s/it]
 25%|██▍       | 11407/46302 [12:06:11<37:02:04,  3.82s/it]
 25%|██▍       | 11408/46302 [12:06:15<37:01:55,  3.82s/it]
 25%|██▍       | 11409/46302 [12:06:19<37:02:00,  3.82s/it]
 25%|██▍       | 11410/46302 [12:06:22<37:00:45,  3.82s/it]
 25%|██▍       | 11411/46302 [12:06:26<37:00:46,  3.82s/it]
 25%|██▍       | 11412/46302 [12:06:30<36:59:36,  3.82s/it]
 25%|██▍       | 11413/46302 [12:06:34<36:59:41,  3.82s/it]
 25%|██▍       | 11414/46302 [12:06:38<36:59:56,  3.82s/it]
 25%|██▍       | 11415/46302 [12:06:41<37:00:16,  3.82s/it]
 25%|██▍       | 11416/46302 [12:06:45<36:59:51,  3.82s/it]
 25%|██▍       | 11417/46302 [12:06:49<37:00:06,  3.82s/it]
 25%|██▍       | 11418/46302 [12:06:53<37:00:15,  3.82s/it]
 25%|██▍       | 11419/46302 [12:06:57<37:00:35,  3.82s/it]
 25%|██▍       | 11420/46302 [12:07:01<37:00:33,  3.82s/it]
 25%|██▍       | 11421/46302 [12:07:04<37:00:02,  3.82s/it]
 25%|██▍       | 11422/46302 [12:07:08<36:58:37,  3.82s/it]
 25%|██▍       | 11423/46302 [12:07:12<36:59:07,  3.82s/it]
 25%|██▍       | 11424/46302 [12:07:16<36:59:22,  3.82s/it]
 25%|██▍       | 11425/46302 [12:07:20<36:59:27,  3.82s/it]
 25%|██▍       | 11426/46302 [12:07:23<36:59:43,  3.82s/it]
 25%|██▍       | 11427/46302 [12:07:27<36:59:17,  3.82s/it]
 25%|██▍       | 11428/46302 [12:07:31<36:59:40,  3.82s/it]
 25%|██▍       | 11429/46302 [12:07:35<36:59:05,  3.82s/it]
 25%|██▍       | 11430/46302 [12:07:39<36:58:41,  3.82s/it]
 25%|██▍       | 11431/46302 [12:07:43<36:58:51,  3.82s/it]
 25%|██▍       | 11432/46302 [12:07:46<36:58:51,  3.82s/it]
 25%|██▍       | 11433/46302 [12:07:50<36:58:46,  3.82s/it]
 25%|██▍       | 11434/46302 [12:07:54<36:58:08,  3.82s/it]
 25%|██▍       | 11435/46302 [12:07:58<36:58:28,  3.82s/it]
 25%|██▍       | 11436/46302 [12:08:02<36:58:33,  3.82s/it]
 25%|██▍       | 11437/46302 [12:08:05<36:58:12,  3.82s/it]
 25%|██▍       | 11438/46302 [12:08:09<36:58:31,  3.82s/it]
 25%|██▍       | 11439/46302 [12:08:13<36:58:26,  3.82s/it]
 25%|██▍       | 11440/46302 [12:08:17<36:58:05,  3.82s/it]
 25%|██▍       | 11441/46302 [12:08:21<36:57:45,  3.82s/it]
 25%|██▍       | 11442/46302 [12:08:25<36:57:32,  3.82s/it]
 25%|██▍       | 11443/46302 [12:08:28<36:56:34,  3.82s/it]
 25%|██▍       | 11444/46302 [12:08:32<36:57:35,  3.82s/it]
 25%|██▍       | 11445/46302 [12:08:36<36:57:55,  3.82s/it]
 25%|██▍       | 11446/46302 [12:08:40<36:57:37,  3.82s/it]
 25%|██▍       | 11447/46302 [12:08:44<36:57:21,  3.82s/it]
 25%|██▍       | 11448/46302 [12:08:47<36:57:21,  3.82s/it]
 25%|██▍       | 11449/46302 [12:08:51<36:57:28,  3.82s/it]
 25%|██▍       | 11450/46302 [12:08:55<36:57:24,  3.82s/it]
 25%|██▍       | 11451/46302 [12:08:59<36:57:51,  3.82s/it]
 25%|██▍       | 11452/46302 [12:09:03<36:58:20,  3.82s/it]
 25%|██▍       | 11453/46302 [12:09:07<36:58:17,  3.82s/it]
 25%|██▍       | 11454/46302 [12:09:10<36:58:03,  3.82s/it]
 25%|██▍       | 11455/46302 [12:09:14<36:57:38,  3.82s/it]
 25%|██▍       | 11456/46302 [12:09:18<36:57:46,  3.82s/it]
 25%|██▍       | 11457/46302 [12:09:22<36:57:36,  3.82s/it]
 25%|██▍       | 11458/46302 [12:09:26<36:56:57,  3.82s/it]
 25%|██▍       | 11459/46302 [12:09:29<36:56:56,  3.82s/it]
 25%|██▍       | 11460/46302 [12:09:33<36:57:17,  3.82s/it]
 25%|██▍       | 11461/46302 [12:09:37<36:57:06,  3.82s/it]
 25%|██▍       | 11462/46302 [12:09:41<36:57:04,  3.82s/it]
 25%|██▍       | 11463/46302 [12:09:45<36:56:45,  3.82s/it]
 25%|██▍       | 11464/46302 [12:09:49<36:56:14,  3.82s/it]
 25%|██▍       | 11465/46302 [12:09:52<36:56:22,  3.82s/it]
 25%|██▍       | 11466/46302 [12:09:56<36:55:58,  3.82s/it]
 25%|██▍       | 11467/46302 [12:10:00<36:56:03,  3.82s/it]
 25%|██▍       | 11468/46302 [12:10:04<36:56:26,  3.82s/it]
 25%|██▍       | 11469/46302 [12:10:08<36:56:28,  3.82s/it]
 25%|██▍       | 11470/46302 [12:10:11<36:57:17,  3.82s/it]
 25%|██▍       | 11471/46302 [12:10:15<36:56:56,  3.82s/it]
 25%|██▍       | 11472/46302 [12:10:19<36:56:59,  3.82s/it]
 25%|██▍       | 11473/46302 [12:10:23<36:55:58,  3.82s/it]
 25%|██▍       | 11474/46302 [12:10:27<36:54:59,  3.82s/it]
 25%|██▍       | 11475/46302 [12:10:31<36:54:33,  3.82s/it]
 25%|██▍       | 11476/46302 [12:10:34<36:55:09,  3.82s/it]
 25%|██▍       | 11477/46302 [12:10:38<36:55:29,  3.82s/it]
 25%|██▍       | 11478/46302 [12:10:42<36:55:23,  3.82s/it]
 25%|██▍       | 11479/46302 [12:10:46<36:55:24,  3.82s/it]
 25%|██▍       | 11480/46302 [12:10:50<36:55:02,  3.82s/it]
 25%|██▍       | 11481/46302 [12:10:53<36:53:36,  3.81s/it]
 25%|██▍       | 11482/46302 [12:10:57<36:54:18,  3.82s/it]
 25%|██▍       | 11483/46302 [12:11:01<36:54:01,  3.82s/it]
 25%|██▍       | 11484/46302 [12:11:05<36:54:02,  3.82s/it]
 25%|██▍       | 11485/46302 [12:11:09<36:54:51,  3.82s/it]
 25%|██▍       | 11486/46302 [12:11:13<36:54:55,  3.82s/it]
 25%|██▍       | 11487/46302 [12:11:16<36:54:54,  3.82s/it]
 25%|██▍       | 11488/46302 [12:11:20<36:54:42,  3.82s/it]
 25%|██▍       | 11489/46302 [12:11:24<36:55:26,  3.82s/it]
 25%|██▍       | 11490/46302 [12:11:28<36:55:14,  3.82s/it]
 25%|██▍       | 11491/46302 [12:11:32<36:55:08,  3.82s/it]
 25%|██▍       | 11492/46302 [12:11:35<36:52:06,  3.81s/it]
 25%|██▍       | 11493/46302 [12:11:39<36:52:49,  3.81s/it]
 25%|██▍       | 11494/46302 [12:11:43<36:53:25,  3.82s/it]
 25%|██▍       | 11495/46302 [12:11:47<36:54:04,  3.82s/it]
 25%|██▍       | 11496/46302 [12:11:51<36:53:48,  3.82s/it]
 25%|██▍       | 11497/46302 [12:11:55<36:53:29,  3.82s/it]
 25%|██▍       | 11498/46302 [12:11:58<36:53:33,  3.82s/it]
 25%|██▍       | 11499/46302 [12:12:02<36:53:32,  3.82s/it]
 25%|██▍       | 11500/46302 [12:12:06<36:53:53,  3.82s/it]
                                                           
{'loss': 3.3917, 'learning_rate': 0.0038411107677365237, 'epoch': 0.25}

 25%|██▍       | 11500/46302 [12:12:06<36:53:53,  3.82s/it]
 25%|██▍       | 11501/46302 [12:12:10<36:53:45,  3.82s/it]
 25%|██▍       | 11502/46302 [12:12:14<36:54:32,  3.82s/it]
 25%|██▍       | 11503/46302 [12:12:17<36:55:11,  3.82s/it]
 25%|██▍       | 11504/46302 [12:12:21<36:55:28,  3.82s/it]
 25%|██▍       | 11505/46302 [12:12:25<36:55:10,  3.82s/it]
 25%|██▍       | 11506/46302 [12:12:29<36:54:08,  3.82s/it]
 25%|██▍       | 11507/46302 [12:12:33<36:53:49,  3.82s/it]
 25%|██▍       | 11508/46302 [12:12:37<36:54:02,  3.82s/it]
 25%|██▍       | 11509/46302 [12:12:40<36:53:51,  3.82s/it]
 25%|██▍       | 11510/46302 [12:12:44<36:53:27,  3.82s/it]
 25%|██▍       | 11511/46302 [12:12:48<36:53:19,  3.82s/it]
 25%|██▍       | 11512/46302 [12:12:52<36:53:46,  3.82s/it]
 25%|██▍       | 11513/46302 [12:12:56<36:54:13,  3.82s/it]
 25%|██▍       | 11514/46302 [12:12:59<36:53:45,  3.82s/it]
 25%|██▍       | 11515/46302 [12:13:03<36:53:50,  3.82s/it]
 25%|██▍       | 11516/46302 [12:13:07<36:53:55,  3.82s/it]
 25%|██▍       | 11517/46302 [12:13:11<36:54:23,  3.82s/it]
 25%|██▍       | 11518/46302 [12:13:15<36:54:41,  3.82s/it]
 25%|██▍       | 11519/46302 [12:13:19<36:54:00,  3.82s/it]
 25%|██▍       | 11520/46302 [12:13:22<36:53:14,  3.82s/it]
 25%|██▍       | 11521/46302 [12:13:26<36:53:03,  3.82s/it]
 25%|██▍       | 11522/46302 [12:13:30<36:52:48,  3.82s/it]
 25%|██▍       | 11523/46302 [12:13:34<36:53:08,  3.82s/it]
 25%|██▍       | 11524/46302 [12:13:38<36:53:05,  3.82s/it]
 25%|██▍       | 11525/46302 [12:13:41<36:53:06,  3.82s/it]
 25%|██▍       | 11526/46302 [12:13:45<36:50:14,  3.81s/it]
 25%|██▍       | 11527/46302 [12:13:49<36:50:40,  3.81s/it]
 25%|██▍       | 11528/46302 [12:13:53<36:51:15,  3.82s/it]
 25%|██▍       | 11529/46302 [12:13:57<36:52:08,  3.82s/it]
 25%|██▍       | 11530/46302 [12:14:00<36:52:03,  3.82s/it]
 25%|██▍       | 11531/46302 [12:14:04<36:52:01,  3.82s/it]
 25%|██▍       | 11532/46302 [12:14:08<36:51:53,  3.82s/it]
 25%|██▍       | 11533/46302 [12:14:12<36:51:57,  3.82s/it]
 25%|██▍       | 11534/46302 [12:14:16<36:50:52,  3.82s/it]
 25%|██▍       | 11535/46302 [12:14:20<36:50:42,  3.82s/it]
 25%|██▍       | 11536/46302 [12:14:23<36:49:33,  3.81s/it]
 25%|██▍       | 11537/46302 [12:14:27<36:50:05,  3.81s/it]
 25%|██▍       | 11538/46302 [12:14:31<36:50:33,  3.82s/it]
 25%|██▍       | 11539/46302 [12:14:35<36:50:32,  3.82s/it]
 25%|██▍       | 11540/46302 [12:14:39<36:49:58,  3.81s/it]
 25%|██▍       | 11541/46302 [12:14:42<36:50:09,  3.81s/it]
 25%|██▍       | 11542/46302 [12:14:46<36:49:38,  3.81s/it]
 25%|██▍       | 11543/46302 [12:14:50<36:49:29,  3.81s/it]
 25%|██▍       | 11544/46302 [12:14:54<36:49:17,  3.81s/it]
 25%|██▍       | 11545/46302 [12:14:58<36:49:26,  3.81s/it]
 25%|██▍       | 11546/46302 [12:15:02<36:48:55,  3.81s/it]
 25%|██▍       | 11547/46302 [12:15:05<36:48:40,  3.81s/it]
 25%|██▍       | 11548/46302 [12:15:09<36:47:59,  3.81s/it]
 25%|██▍       | 11549/46302 [12:15:13<36:48:13,  3.81s/it]
 25%|██▍       | 11550/46302 [12:15:17<36:48:06,  3.81s/it]
 25%|██▍       | 11551/46302 [12:15:21<36:48:26,  3.81s/it]
 25%|██▍       | 11552/46302 [12:15:24<36:48:19,  3.81s/it]
 25%|██▍       | 11553/46302 [12:15:28<36:48:48,  3.81s/it]
 25%|██▍       | 11554/46302 [12:15:32<36:47:58,  3.81s/it]
 25%|██▍       | 11555/46302 [12:15:36<36:47:58,  3.81s/it]
 25%|██▍       | 11556/46302 [12:15:40<36:47:51,  3.81s/it]
 25%|██▍       | 11557/46302 [12:15:43<36:48:38,  3.81s/it]
 25%|██▍       | 11558/46302 [12:15:47<36:47:40,  3.81s/it]
 25%|██▍       | 11559/46302 [12:15:51<36:48:04,  3.81s/it]
 25%|██▍       | 11560/46302 [12:15:55<36:47:46,  3.81s/it]
 25%|██▍       | 11561/46302 [12:15:59<36:47:53,  3.81s/it]
 25%|██▍       | 11562/46302 [12:16:03<36:48:07,  3.81s/it]
 25%|██▍       | 11563/46302 [12:16:06<36:48:24,  3.81s/it]
 25%|██▍       | 11564/46302 [12:16:10<36:48:09,  3.81s/it]
 25%|██▍       | 11565/46302 [12:16:14<36:47:55,  3.81s/it]
 25%|██▍       | 11566/46302 [12:16:18<36:47:43,  3.81s/it]
 25%|██▍       | 11567/46302 [12:16:22<36:47:38,  3.81s/it]
 25%|██▍       | 11568/46302 [12:16:25<36:46:47,  3.81s/it]
 25%|██▍       | 11569/46302 [12:16:29<36:46:57,  3.81s/it]
 25%|██▍       | 11570/46302 [12:16:33<36:46:31,  3.81s/it]
 25%|██▍       | 11571/46302 [12:16:37<36:47:18,  3.81s/it]
 25%|██▍       | 11572/46302 [12:16:41<36:47:32,  3.81s/it]
 25%|██▍       | 11573/46302 [12:16:44<36:47:32,  3.81s/it]
 25%|██▍       | 11574/46302 [12:16:48<36:47:59,  3.81s/it]
 25%|██▍       | 11575/46302 [12:16:52<36:47:44,  3.81s/it]
 25%|██▌       | 11576/46302 [12:16:56<36:47:50,  3.81s/it]
 25%|██▌       | 11577/46302 [12:17:00<36:48:23,  3.82s/it]
 25%|██▌       | 11578/46302 [12:17:04<36:48:13,  3.82s/it]
 25%|██▌       | 11579/46302 [12:17:07<36:48:34,  3.82s/it]
 25%|██▌       | 11580/46302 [12:17:11<36:47:40,  3.81s/it]
 25%|██▌       | 11581/46302 [12:17:15<36:47:24,  3.81s/it]
 25%|██▌       | 11582/46302 [12:17:19<36:47:12,  3.81s/it]
 25%|██▌       | 11583/46302 [12:17:23<36:47:12,  3.81s/it]
 25%|██▌       | 11584/46302 [12:17:26<36:47:20,  3.81s/it]
 25%|██▌       | 11585/46302 [12:17:30<36:47:15,  3.81s/it]
 25%|██▌       | 11586/46302 [12:17:34<36:47:25,  3.82s/it]
 25%|██▌       | 11587/46302 [12:17:38<36:47:11,  3.81s/it]
 25%|██▌       | 11588/46302 [12:17:42<36:46:48,  3.81s/it]
 25%|██▌       | 11589/46302 [12:17:46<36:46:58,  3.81s/it]
 25%|██▌       | 11590/46302 [12:17:49<36:46:45,  3.81s/it]
 25%|██▌       | 11591/46302 [12:17:53<36:46:33,  3.81s/it]
 25%|██▌       | 11592/46302 [12:17:57<36:46:38,  3.81s/it]
 25%|██▌       | 11593/46302 [12:18:01<36:46:39,  3.81s/it]
 25%|██▌       | 11594/46302 [12:18:05<36:47:01,  3.82s/it]
 25%|██▌       | 11595/46302 [12:18:08<36:46:19,  3.81s/it]
 25%|██▌       | 11596/46302 [12:18:12<36:46:09,  3.81s/it]
 25%|██▌       | 11597/46302 [12:18:16<36:46:35,  3.81s/it]
 25%|██▌       | 11598/46302 [12:18:20<36:45:59,  3.81s/it]
 25%|██▌       | 11599/46302 [12:18:24<36:46:17,  3.81s/it]
 25%|██▌       | 11600/46302 [12:18:27<36:46:19,  3.81s/it]
 25%|██▌       | 11601/46302 [12:18:31<36:46:15,  3.81s/it]
 25%|██▌       | 11602/46302 [12:18:35<36:46:02,  3.81s/it]
 25%|██▌       | 11603/46302 [12:18:39<36:46:10,  3.81s/it]
 25%|██▌       | 11604/46302 [12:18:43<36:45:45,  3.81s/it]
 25%|██▌       | 11605/46302 [12:18:47<36:46:23,  3.82s/it]
 25%|██▌       | 11606/46302 [12:18:50<36:46:27,  3.82s/it]
 25%|██▌       | 11607/46302 [12:18:54<36:46:13,  3.82s/it]
 25%|██▌       | 11608/46302 [12:18:58<36:45:59,  3.82s/it]
 25%|██▌       | 11609/46302 [12:19:02<36:45:51,  3.81s/it]
 25%|██▌       | 11610/46302 [12:19:06<36:45:40,  3.81s/it]
 25%|██▌       | 11611/46302 [12:19:09<36:46:19,  3.82s/it]
 25%|██▌       | 11612/46302 [12:19:13<36:46:04,  3.82s/it]
 25%|██▌       | 11613/46302 [12:19:17<36:45:46,  3.82s/it]
 25%|██▌       | 11614/46302 [12:19:21<36:45:52,  3.82s/it]
 25%|██▌       | 11615/46302 [12:19:25<36:46:14,  3.82s/it]
 25%|██▌       | 11616/46302 [12:19:29<36:46:05,  3.82s/it]
 25%|██▌       | 11617/46302 [12:19:32<36:45:43,  3.82s/it]
 25%|██▌       | 11618/46302 [12:19:36<36:45:25,  3.82s/it]
 25%|██▌       | 11619/46302 [12:19:40<36:44:54,  3.81s/it]
 25%|██▌       | 11620/46302 [12:19:44<36:44:37,  3.81s/it]
 25%|██▌       | 11621/46302 [12:19:48<36:44:39,  3.81s/it]
 25%|██▌       | 11622/46302 [12:19:51<36:44:20,  3.81s/it]
 25%|██▌       | 11623/46302 [12:19:55<36:44:39,  3.81s/it]
 25%|██▌       | 11624/46302 [12:19:59<36:44:20,  3.81s/it]
 25%|██▌       | 11625/46302 [12:20:03<36:43:45,  3.81s/it]
 25%|██▌       | 11626/46302 [12:20:07<36:44:21,  3.81s/it]
 25%|██▌       | 11627/46302 [12:20:10<36:44:52,  3.82s/it]
 25%|██▌       | 11628/46302 [12:20:14<36:44:46,  3.82s/it]
 25%|██▌       | 11629/46302 [12:20:18<36:44:33,  3.81s/it]
 25%|██▌       | 11630/46302 [12:20:22<36:44:40,  3.82s/it]
 25%|██▌       | 11631/46302 [12:20:26<36:44:39,  3.82s/it]
 25%|██▌       | 11632/46302 [12:20:30<36:45:10,  3.82s/it]
 25%|██▌       | 11633/46302 [12:20:33<36:45:31,  3.82s/it]
 25%|██▌       | 11634/46302 [12:20:37<36:45:22,  3.82s/it]
 25%|██▌       | 11635/46302 [12:20:41<36:45:26,  3.82s/it]
 25%|██▌       | 11636/46302 [12:20:45<36:45:04,  3.82s/it]
 25%|██▌       | 11637/46302 [12:20:49<36:45:48,  3.82s/it]
 25%|██▌       | 11638/46302 [12:20:52<36:45:31,  3.82s/it]
 25%|██▌       | 11639/46302 [12:20:56<36:45:14,  3.82s/it]
 25%|██▌       | 11640/46302 [12:21:00<36:44:43,  3.82s/it]
 25%|██▌       | 11641/46302 [12:21:04<36:43:59,  3.82s/it]
 25%|██▌       | 11642/46302 [12:21:08<36:43:51,  3.82s/it]
 25%|██▌       | 11643/46302 [12:21:12<36:43:37,  3.81s/it]
 25%|██▌       | 11644/46302 [12:21:15<36:43:40,  3.81s/it]
 25%|██▌       | 11645/46302 [12:21:19<36:43:52,  3.82s/it]
 25%|██▌       | 11646/46302 [12:21:23<36:43:30,  3.81s/it]
 25%|██▌       | 11647/46302 [12:21:27<36:43:09,  3.81s/it]
 25%|██▌       | 11648/46302 [12:21:31<36:43:51,  3.82s/it]
 25%|██▌       | 11649/46302 [12:21:34<36:44:03,  3.82s/it]
 25%|██▌       | 11650/46302 [12:21:38<36:43:46,  3.82s/it]
 25%|██▌       | 11651/46302 [12:21:42<36:44:13,  3.82s/it]
 25%|██▌       | 11652/46302 [12:21:46<36:44:19,  3.82s/it]
 25%|██▌       | 11653/46302 [12:21:50<36:44:30,  3.82s/it]
 25%|██▌       | 11654/46302 [12:21:54<36:43:31,  3.82s/it]
 25%|██▌       | 11655/46302 [12:21:57<36:43:46,  3.82s/it]
 25%|██▌       | 11656/46302 [12:22:01<36:43:05,  3.82s/it]
 25%|██▌       | 11657/46302 [12:22:05<36:43:42,  3.82s/it]
 25%|██▌       | 11658/46302 [12:22:09<36:43:16,  3.82s/it]
 25%|██▌       | 11659/46302 [12:22:13<36:42:55,  3.82s/it]
 25%|██▌       | 11660/46302 [12:22:16<36:42:20,  3.81s/it]
 25%|██▌       | 11661/46302 [12:22:20<36:42:22,  3.81s/it]
 25%|██▌       | 11662/46302 [12:22:24<36:42:25,  3.81s/it]
 25%|██▌       | 11663/46302 [12:22:28<36:42:51,  3.82s/it]
 25%|██▌       | 11664/46302 [12:22:32<36:42:59,  3.82s/it]
 25%|██▌       | 11665/46302 [12:22:35<36:43:35,  3.82s/it]
 25%|██▌       | 11666/46302 [12:22:39<36:43:04,  3.82s/it]
 25%|██▌       | 11667/46302 [12:22:43<36:42:23,  3.82s/it]
 25%|██▌       | 11668/46302 [12:22:47<36:42:04,  3.81s/it]
 25%|██▌       | 11669/46302 [12:22:51<36:42:51,  3.82s/it]
 25%|██▌       | 11670/46302 [12:22:55<36:43:36,  3.82s/it]
 25%|██▌       | 11671/46302 [12:22:58<36:44:09,  3.82s/it]
 25%|██▌       | 11672/46302 [12:23:02<36:44:35,  3.82s/it]
 25%|██▌       | 11673/46302 [12:23:06<36:44:30,  3.82s/it]
 25%|██▌       | 11674/46302 [12:23:10<36:43:14,  3.82s/it]
 25%|██▌       | 11675/46302 [12:23:14<36:42:56,  3.82s/it]
 25%|██▌       | 11676/46302 [12:23:17<36:42:37,  3.82s/it]
 25%|██▌       | 11677/46302 [12:23:21<36:42:38,  3.82s/it]
 25%|██▌       | 11678/46302 [12:23:25<36:41:07,  3.81s/it]
 25%|██▌       | 11679/46302 [12:23:29<36:39:03,  3.81s/it]
 25%|██▌       | 11680/46302 [12:23:33<36:39:54,  3.81s/it]
 25%|██▌       | 11681/46302 [12:23:37<36:40:00,  3.81s/it]
 25%|██▌       | 11682/46302 [12:23:40<36:41:00,  3.81s/it]
 25%|██▌       | 11683/46302 [12:23:44<36:41:34,  3.82s/it]
 25%|██▌       | 11684/46302 [12:23:48<36:41:47,  3.82s/it]
 25%|██▌       | 11685/46302 [12:23:52<36:41:38,  3.82s/it]
 25%|██▌       | 11686/46302 [12:23:56<36:40:07,  3.81s/it]
 25%|██▌       | 11687/46302 [12:23:59<36:40:37,  3.81s/it]
 25%|██▌       | 11688/46302 [12:24:03<36:41:20,  3.82s/it]
 25%|██▌       | 11689/46302 [12:24:07<36:42:07,  3.82s/it]
 25%|██▌       | 11690/46302 [12:24:11<36:42:24,  3.82s/it]
 25%|██▌       | 11691/46302 [12:24:15<36:42:36,  3.82s/it]
 25%|██▌       | 11692/46302 [12:24:19<36:43:04,  3.82s/it]
 25%|██▌       | 11693/46302 [12:24:22<36:43:20,  3.82s/it]
 25%|██▌       | 11694/46302 [12:24:26<36:42:39,  3.82s/it]
 25%|██▌       | 11695/46302 [12:24:30<36:42:56,  3.82s/it]
 25%|██▌       | 11696/46302 [12:24:34<36:43:13,  3.82s/it]
 25%|██▌       | 11697/46302 [12:24:38<36:42:35,  3.82s/it]
 25%|██▌       | 11698/46302 [12:24:41<36:42:24,  3.82s/it]
 25%|██▌       | 11699/46302 [12:24:45<36:42:05,  3.82s/it]
 25%|██▌       | 11700/46302 [12:24:49<36:42:14,  3.82s/it]
 25%|██▌       | 11701/46302 [12:24:53<36:42:31,  3.82s/it]
 25%|██▌       | 11702/46302 [12:24:57<36:42:11,  3.82s/it]
 25%|██▌       | 11703/46302 [12:25:01<36:41:44,  3.82s/it]
 25%|██▌       | 11704/46302 [12:25:04<36:40:26,  3.82s/it]
 25%|██▌       | 11705/46302 [12:25:08<36:40:32,  3.82s/it]
 25%|██▌       | 11706/46302 [12:25:12<36:40:42,  3.82s/it]
 25%|██▌       | 11707/46302 [12:25:16<36:41:26,  3.82s/it]
 25%|██▌       | 11708/46302 [12:25:20<36:41:07,  3.82s/it]
 25%|██▌       | 11709/46302 [12:25:23<36:41:06,  3.82s/it]
 25%|██▌       | 11710/46302 [12:25:27<36:40:25,  3.82s/it]
 25%|██▌       | 11711/46302 [12:25:31<36:40:03,  3.82s/it]
 25%|██▌       | 11712/46302 [12:25:35<36:39:40,  3.82s/it]
 25%|██▌       | 11713/46302 [12:25:39<36:39:53,  3.82s/it]
 25%|██▌       | 11714/46302 [12:25:43<36:40:04,  3.82s/it]
 25%|██▌       | 11715/46302 [12:25:46<36:40:26,  3.82s/it]
 25%|██▌       | 11716/46302 [12:25:50<36:40:02,  3.82s/it]
 25%|██▌       | 11717/46302 [12:25:54<36:39:30,  3.82s/it]
 25%|██▌       | 11718/46302 [12:25:58<36:39:19,  3.82s/it]
 25%|██▌       | 11719/46302 [12:26:02<36:40:25,  3.82s/it]
 25%|██▌       | 11720/46302 [12:26:05<36:40:30,  3.82s/it]
 25%|██▌       | 11721/46302 [12:26:09<36:40:35,  3.82s/it]
 25%|██▌       | 11722/46302 [12:26:13<36:40:04,  3.82s/it]
 25%|██▌       | 11723/46302 [12:26:17<36:40:19,  3.82s/it]
 25%|██▌       | 11724/46302 [12:26:21<36:39:48,  3.82s/it]
 25%|██▌       | 11725/46302 [12:26:25<36:39:33,  3.82s/it]
 25%|██▌       | 11726/46302 [12:26:28<36:40:15,  3.82s/it]
 25%|██▌       | 11727/46302 [12:26:32<36:40:12,  3.82s/it]
 25%|██▌       | 11728/46302 [12:26:36<36:39:38,  3.82s/it]
 25%|██▌       | 11729/46302 [12:26:40<36:39:24,  3.82s/it]
 25%|██▌       | 11730/46302 [12:26:44<36:40:06,  3.82s/it]
 25%|██▌       | 11731/46302 [12:26:47<36:40:33,  3.82s/it]
 25%|██▌       | 11732/46302 [12:26:51<36:40:15,  3.82s/it]
 25%|██▌       | 11733/46302 [12:26:55<36:40:11,  3.82s/it]
 25%|██▌       | 11734/46302 [12:26:59<36:40:21,  3.82s/it]
 25%|██▌       | 11735/46302 [12:27:03<36:40:47,  3.82s/it]
 25%|██▌       | 11736/46302 [12:27:07<36:40:14,  3.82s/it]
 25%|██▌       | 11737/46302 [12:27:10<36:40:40,  3.82s/it]
 25%|██▌       | 11738/46302 [12:27:14<36:40:54,  3.82s/it]
 25%|██▌       | 11739/46302 [12:27:18<36:40:24,  3.82s/it]
 25%|██▌       | 11740/46302 [12:27:22<36:39:36,  3.82s/it]
 25%|██▌       | 11741/46302 [12:27:26<36:39:42,  3.82s/it]
 25%|██▌       | 11742/46302 [12:27:29<36:38:51,  3.82s/it]
 25%|██▌       | 11743/46302 [12:27:33<36:38:20,  3.82s/it]
 25%|██▌       | 11744/46302 [12:27:37<36:38:07,  3.82s/it]
 25%|██▌       | 11745/46302 [12:27:41<36:37:57,  3.82s/it]
 25%|██▌       | 11746/46302 [12:27:45<36:38:53,  3.82s/it]
 25%|██▌       | 11747/46302 [12:27:49<36:39:18,  3.82s/it]
 25%|██▌       | 11748/46302 [12:27:52<36:39:15,  3.82s/it]
 25%|██▌       | 11749/46302 [12:27:56<36:39:09,  3.82s/it]
 25%|██▌       | 11750/46302 [12:28:00<36:39:26,  3.82s/it]
 25%|██▌       | 11751/46302 [12:28:04<36:38:51,  3.82s/it]
 25%|██▌       | 11752/46302 [12:28:08<36:39:01,  3.82s/it]
 25%|██▌       | 11753/46302 [12:28:11<36:38:40,  3.82s/it]
 25%|██▌       | 11754/46302 [12:28:15<36:38:47,  3.82s/it]
 25%|██▌       | 11755/46302 [12:28:19<36:39:21,  3.82s/it]
 25%|██▌       | 11756/46302 [12:28:23<36:39:01,  3.82s/it]
 25%|██▌       | 11757/46302 [12:28:27<36:38:35,  3.82s/it]
 25%|██▌       | 11758/46302 [12:28:31<36:39:03,  3.82s/it]
 25%|██▌       | 11759/46302 [12:28:34<36:39:10,  3.82s/it]
 25%|██▌       | 11760/46302 [12:28:38<36:39:15,  3.82s/it]
 25%|██▌       | 11761/46302 [12:28:42<36:38:36,  3.82s/it]
 25%|██▌       | 11762/46302 [12:28:46<36:38:07,  3.82s/it]
 25%|██▌       | 11763/46302 [12:28:50<36:38:33,  3.82s/it]
 25%|██▌       | 11764/46302 [12:28:53<36:37:47,  3.82s/it]
 25%|██▌       | 11765/46302 [12:28:57<36:38:16,  3.82s/it]
 25%|██▌       | 11766/46302 [12:29:01<36:37:44,  3.82s/it]
 25%|██▌       | 11767/46302 [12:29:05<36:38:17,  3.82s/it]
 25%|██▌       | 11768/46302 [12:29:09<36:37:41,  3.82s/it]
 25%|██▌       | 11769/46302 [12:29:13<36:37:39,  3.82s/it]
 25%|██▌       | 11770/46302 [12:29:16<36:37:41,  3.82s/it]
 25%|██▌       | 11771/46302 [12:29:20<36:37:19,  3.82s/it]
 25%|██▌       | 11772/46302 [12:29:24<36:37:25,  3.82s/it]
 25%|██▌       | 11773/46302 [12:29:28<36:37:21,  3.82s/it]
 25%|██▌       | 11774/46302 [12:29:32<36:37:13,  3.82s/it]
 25%|██▌       | 11775/46302 [12:29:35<36:37:06,  3.82s/it]
 25%|██▌       | 11776/46302 [12:29:39<36:37:00,  3.82s/it]
 25%|██▌       | 11777/46302 [12:29:43<36:37:15,  3.82s/it]
 25%|██▌       | 11778/46302 [12:29:47<36:37:45,  3.82s/it]
 25%|██▌       | 11779/46302 [12:29:51<36:37:32,  3.82s/it]
 25%|██▌       | 11780/46302 [12:29:55<36:37:31,  3.82s/it]
 25%|██▌       | 11781/46302 [12:29:58<36:37:20,  3.82s/it]
 25%|██▌       | 11782/46302 [12:30:02<36:37:24,  3.82s/it]
 25%|██▌       | 11783/46302 [12:30:06<36:37:10,  3.82s/it]
 25%|██▌       | 11784/46302 [12:30:10<36:36:32,  3.82s/it]
 25%|██▌       | 11785/46302 [12:30:14<36:36:26,  3.82s/it]
 25%|██▌       | 11786/46302 [12:30:17<36:36:28,  3.82s/it]
 25%|██▌       | 11787/46302 [12:30:21<36:36:08,  3.82s/it]
 25%|██▌       | 11788/46302 [12:30:25<36:35:41,  3.82s/it]
 25%|██▌       | 11789/46302 [12:30:29<36:35:41,  3.82s/it]
 25%|██▌       | 11790/46302 [12:30:33<36:36:09,  3.82s/it]
 25%|██▌       | 11791/46302 [12:30:37<36:35:44,  3.82s/it]
 25%|██▌       | 11792/46302 [12:30:40<36:36:03,  3.82s/it]
 25%|██▌       | 11793/46302 [12:30:44<36:35:54,  3.82s/it]
 25%|██▌       | 11794/46302 [12:30:48<36:35:37,  3.82s/it]
 25%|██▌       | 11795/46302 [12:30:52<36:36:11,  3.82s/it]
 25%|██▌       | 11796/46302 [12:30:56<36:35:54,  3.82s/it]
 25%|██▌       | 11797/46302 [12:30:59<36:35:56,  3.82s/it]
 25%|██▌       | 11798/46302 [12:31:03<36:35:25,  3.82s/it]
 25%|██▌       | 11799/46302 [12:31:07<36:35:32,  3.82s/it]
 25%|██▌       | 11800/46302 [12:31:11<36:35:11,  3.82s/it]
 25%|██▌       | 11801/46302 [12:31:15<36:35:19,  3.82s/it]
 25%|██▌       | 11802/46302 [12:31:19<36:35:59,  3.82s/it]
 25%|██▌       | 11803/46302 [12:31:22<36:35:57,  3.82s/it]
 25%|██▌       | 11804/46302 [12:31:26<36:35:39,  3.82s/it]
 25%|██▌       | 11805/46302 [12:31:30<36:35:55,  3.82s/it]
 25%|██▌       | 11806/46302 [12:31:34<36:35:41,  3.82s/it]
 25%|██▌       | 11807/46302 [12:31:38<36:35:26,  3.82s/it]
 26%|██▌       | 11808/46302 [12:31:41<36:35:39,  3.82s/it]
 26%|██▌       | 11809/46302 [12:31:45<36:35:00,  3.82s/it]
 26%|██▌       | 11810/46302 [12:31:49<36:35:06,  3.82s/it]
 26%|██▌       | 11811/46302 [12:31:53<36:34:59,  3.82s/it]
 26%|██▌       | 11812/46302 [12:31:57<36:34:11,  3.82s/it]
 26%|██▌       | 11813/46302 [12:32:01<36:33:43,  3.82s/it]
 26%|██▌       | 11814/46302 [12:32:04<36:33:30,  3.82s/it]
 26%|██▌       | 11815/46302 [12:32:08<36:34:04,  3.82s/it]
 26%|██▌       | 11816/46302 [12:32:12<36:33:47,  3.82s/it]
 26%|██▌       | 11817/46302 [12:32:16<36:34:27,  3.82s/it]
 26%|██▌       | 11818/46302 [12:32:20<36:33:58,  3.82s/it]
 26%|██▌       | 11819/46302 [12:32:23<36:33:48,  3.82s/it]
 26%|██▌       | 11820/46302 [12:32:27<36:33:29,  3.82s/it]
 26%|██▌       | 11821/46302 [12:32:31<36:33:02,  3.82s/it]
 26%|██▌       | 11822/46302 [12:32:35<36:33:27,  3.82s/it]
 26%|██▌       | 11823/46302 [12:32:39<36:32:47,  3.82s/it]
 26%|██▌       | 11824/46302 [12:32:43<36:32:34,  3.82s/it]
 26%|██▌       | 11825/46302 [12:32:46<36:32:35,  3.82s/it]
 26%|██▌       | 11826/46302 [12:32:50<36:33:11,  3.82s/it]
 26%|██▌       | 11827/46302 [12:32:54<36:33:58,  3.82s/it]
 26%|██▌       | 11828/46302 [12:32:58<36:33:38,  3.82s/it]
 26%|██▌       | 11829/46302 [12:33:02<36:33:32,  3.82s/it]
 26%|██▌       | 11830/46302 [12:33:05<36:33:05,  3.82s/it]
 26%|██▌       | 11831/46302 [12:33:09<36:33:28,  3.82s/it]
 26%|██▌       | 11832/46302 [12:33:13<36:32:47,  3.82s/it]
 26%|██▌       | 11833/46302 [12:33:17<36:32:55,  3.82s/it]
 26%|██▌       | 11834/46302 [12:33:21<36:32:48,  3.82s/it]
 26%|██▌       | 11835/46302 [12:33:25<36:33:06,  3.82s/it]
 26%|██▌       | 11836/46302 [12:33:28<36:33:33,  3.82s/it]
 26%|██▌       | 11837/46302 [12:33:32<36:33:31,  3.82s/it]
 26%|██▌       | 11838/46302 [12:33:36<36:33:17,  3.82s/it]
 26%|██▌       | 11839/46302 [12:33:40<36:32:31,  3.82s/it]
 26%|██▌       | 11840/46302 [12:33:44<36:31:37,  3.82s/it]
 26%|██▌       | 11841/46302 [12:33:47<36:31:56,  3.82s/it]
 26%|██▌       | 11842/46302 [12:33:51<36:32:34,  3.82s/it]
 26%|██▌       | 11843/46302 [12:33:55<36:32:23,  3.82s/it]
 26%|██▌       | 11844/46302 [12:33:59<36:32:12,  3.82s/it]
 26%|██▌       | 11845/46302 [12:34:03<36:32:28,  3.82s/it]
 26%|██▌       | 11846/46302 [12:34:07<36:32:06,  3.82s/it]
 26%|██▌       | 11847/46302 [12:34:10<36:32:25,  3.82s/it]
 26%|██▌       | 11848/46302 [12:34:14<36:32:39,  3.82s/it]
 26%|██▌       | 11849/46302 [12:34:18<36:32:01,  3.82s/it]
 26%|██▌       | 11850/46302 [12:34:22<36:31:38,  3.82s/it]
 26%|██▌       | 11851/46302 [12:34:26<36:30:56,  3.82s/it]
 26%|██▌       | 11852/46302 [12:34:29<36:31:09,  3.82s/it]
 26%|██▌       | 11853/46302 [12:34:33<36:31:18,  3.82s/it]
 26%|██▌       | 11854/46302 [12:34:37<36:30:45,  3.82s/it]
 26%|██▌       | 11855/46302 [12:34:41<36:31:08,  3.82s/it]
 26%|██▌       | 11856/46302 [12:34:45<36:30:52,  3.82s/it]
 26%|██▌       | 11857/46302 [12:34:48<36:30:50,  3.82s/it]
 26%|██▌       | 11858/46302 [12:34:52<36:30:16,  3.82s/it]
 26%|██▌       | 11859/46302 [12:34:56<36:30:14,  3.82s/it]
 26%|██▌       | 11860/46302 [12:35:00<36:30:05,  3.82s/it]
 26%|██▌       | 11861/46302 [12:35:04<36:31:23,  3.82s/it]
 26%|██▌       | 11862/46302 [12:35:08<36:31:17,  3.82s/it]
 26%|██▌       | 11863/46302 [12:35:11<36:31:13,  3.82s/it]
 26%|██▌       | 11864/46302 [12:35:15<36:31:16,  3.82s/it]
 26%|██▌       | 11865/46302 [12:35:19<36:32:13,  3.82s/it]
 26%|██▌       | 11866/46302 [12:35:23<36:31:42,  3.82s/it]
 26%|██▌       | 11867/46302 [12:35:27<36:31:44,  3.82s/it]
 26%|██▌       | 11868/46302 [12:35:30<36:31:23,  3.82s/it]
 26%|██▌       | 11869/46302 [12:35:34<36:31:05,  3.82s/it]
 26%|██▌       | 11870/46302 [12:35:38<36:31:12,  3.82s/it]
 26%|██▌       | 11871/46302 [12:35:42<36:30:44,  3.82s/it]
 26%|██▌       | 11872/46302 [12:35:46<36:30:58,  3.82s/it]
 26%|██▌       | 11873/46302 [12:35:50<36:30:02,  3.82s/it]
 26%|██▌       | 11874/46302 [12:35:53<36:30:03,  3.82s/it]
 26%|██▌       | 11875/46302 [12:35:57<36:30:49,  3.82s/it]
 26%|██▌       | 11876/46302 [12:36:01<36:29:29,  3.82s/it]
 26%|██▌       | 11877/46302 [12:36:05<36:30:14,  3.82s/it]
 26%|██▌       | 11878/46302 [12:36:09<36:30:06,  3.82s/it]
 26%|██▌       | 11879/46302 [12:36:12<36:30:15,  3.82s/it]
 26%|██▌       | 11880/46302 [12:36:16<36:30:28,  3.82s/it]
 26%|██▌       | 11881/46302 [12:36:20<36:30:19,  3.82s/it]
 26%|██▌       | 11882/46302 [12:36:24<36:30:17,  3.82s/it]
 26%|██▌       | 11883/46302 [12:36:28<36:29:37,  3.82s/it]
 26%|██▌       | 11884/46302 [12:36:32<36:29:40,  3.82s/it]
 26%|██▌       | 11885/46302 [12:36:35<36:29:44,  3.82s/it]
 26%|██▌       | 11886/46302 [12:36:39<36:29:44,  3.82s/it]
 26%|██▌       | 11887/46302 [12:36:43<36:29:47,  3.82s/it]
 26%|██▌       | 11888/46302 [12:36:47<36:29:58,  3.82s/it]
 26%|██▌       | 11889/46302 [12:36:51<36:30:51,  3.82s/it]
 26%|██▌       | 11890/46302 [12:36:54<36:30:03,  3.82s/it]
 26%|██▌       | 11891/46302 [12:36:58<36:29:49,  3.82s/it]
 26%|██▌       | 11892/46302 [12:37:02<36:29:51,  3.82s/it]
 26%|██▌       | 11893/46302 [12:37:06<36:29:57,  3.82s/it]
 26%|██▌       | 11894/46302 [12:37:10<36:29:29,  3.82s/it]
 26%|██▌       | 11895/46302 [12:37:14<36:28:21,  3.82s/it]
 26%|██▌       | 11896/46302 [12:37:17<36:28:18,  3.82s/it]
 26%|██▌       | 11897/46302 [12:37:21<36:28:06,  3.82s/it]
 26%|██▌       | 11898/46302 [12:37:25<36:28:19,  3.82s/it]
 26%|██▌       | 11899/46302 [12:37:29<36:28:55,  3.82s/it]
 26%|██▌       | 11900/46302 [12:37:33<36:28:59,  3.82s/it]
 26%|██▌       | 11901/46302 [12:37:36<36:28:18,  3.82s/it]
 26%|██▌       | 11902/46302 [12:37:40<36:28:13,  3.82s/it]
 26%|██▌       | 11903/46302 [12:37:44<36:28:36,  3.82s/it]
 26%|██▌       | 11904/46302 [12:37:48<36:28:29,  3.82s/it]
 26%|██▌       | 11905/46302 [12:37:52<36:28:41,  3.82s/it]
 26%|██▌       | 11906/46302 [12:37:56<36:28:34,  3.82s/it]
 26%|██▌       | 11907/46302 [12:37:59<36:28:33,  3.82s/it]
 26%|██▌       | 11908/46302 [12:38:03<36:27:52,  3.82s/it]
 26%|██▌       | 11909/46302 [12:38:07<36:27:36,  3.82s/it]
 26%|██▌       | 11910/46302 [12:38:11<36:29:00,  3.82s/it]
 26%|██▌       | 11911/46302 [12:38:15<36:28:37,  3.82s/it]
 26%|██▌       | 11912/46302 [12:38:18<36:28:36,  3.82s/it]
 26%|██▌       | 11913/46302 [12:38:22<36:28:30,  3.82s/it]
 26%|██▌       | 11914/46302 [12:38:26<36:28:26,  3.82s/it]
 26%|██▌       | 11915/46302 [12:38:30<36:28:31,  3.82s/it]
 26%|██▌       | 11916/46302 [12:38:34<36:27:51,  3.82s/it]
 26%|██▌       | 11917/46302 [12:38:38<36:27:43,  3.82s/it]
 26%|██▌       | 11918/46302 [12:38:41<36:27:47,  3.82s/it]
 26%|██▌       | 11919/46302 [12:38:45<36:27:57,  3.82s/it]
 26%|██▌       | 11920/46302 [12:38:49<36:28:12,  3.82s/it]
 26%|██▌       | 11921/46302 [12:38:53<36:28:11,  3.82s/it]
 26%|██▌       | 11922/46302 [12:38:57<36:28:03,  3.82s/it]
 26%|██▌       | 11923/46302 [12:39:00<36:28:31,  3.82s/it]
 26%|██▌       | 11924/46302 [12:39:04<36:28:45,  3.82s/it]
 26%|██▌       | 11925/46302 [12:39:08<36:28:25,  3.82s/it]
 26%|██▌       | 11926/46302 [12:39:12<36:27:38,  3.82s/it]
 26%|██▌       | 11927/46302 [12:39:16<36:27:24,  3.82s/it]
 26%|██▌       | 11928/46302 [12:39:20<36:27:34,  3.82s/it]
 26%|██▌       | 11929/46302 [12:39:23<36:27:36,  3.82s/it]
 26%|██▌       | 11930/46302 [12:39:27<36:27:11,  3.82s/it]
 26%|██▌       | 11931/46302 [12:39:31<36:27:27,  3.82s/it]
 26%|██▌       | 11932/46302 [12:39:35<36:27:23,  3.82s/it]
 26%|██▌       | 11933/46302 [12:39:39<36:27:24,  3.82s/it]
 26%|██▌       | 11934/46302 [12:39:42<36:27:15,  3.82s/it]
 26%|██▌       | 11935/46302 [12:39:46<36:27:30,  3.82s/it]
 26%|██▌       | 11936/46302 [12:39:50<36:27:00,  3.82s/it]
 26%|██▌       | 11937/46302 [12:39:54<36:27:28,  3.82s/it]
 26%|██▌       | 11938/46302 [12:39:58<36:27:05,  3.82s/it]
 26%|██▌       | 11939/46302 [12:40:02<36:27:26,  3.82s/it]
 26%|██▌       | 11940/46302 [12:40:05<36:27:41,  3.82s/it]
 26%|██▌       | 11941/46302 [12:40:09<36:27:17,  3.82s/it]
 26%|██▌       | 11942/46302 [12:40:13<36:27:35,  3.82s/it]
 26%|██▌       | 11943/46302 [12:40:17<36:27:20,  3.82s/it]
 26%|██▌       | 11944/46302 [12:40:21<36:26:55,  3.82s/it]
 26%|██▌       | 11945/46302 [12:40:24<36:26:07,  3.82s/it]
 26%|██▌       | 11946/46302 [12:40:28<36:26:36,  3.82s/it]
 26%|██▌       | 11947/46302 [12:40:32<36:27:21,  3.82s/it]
 26%|██▌       | 11948/46302 [12:40:36<36:27:11,  3.82s/it]
 26%|██▌       | 11949/46302 [12:40:40<36:26:24,  3.82s/it]
 26%|██▌       | 11950/46302 [12:40:44<36:25:26,  3.82s/it]
 26%|██▌       | 11951/46302 [12:40:47<36:25:22,  3.82s/it]
 26%|██▌       | 11952/46302 [12:40:51<36:25:14,  3.82s/it]
 26%|██▌       | 11953/46302 [12:40:55<36:24:52,  3.82s/it]
 26%|██▌       | 11954/46302 [12:40:59<36:24:40,  3.82s/it]
 26%|██▌       | 11955/46302 [12:41:03<36:24:14,  3.82s/it]
 26%|██▌       | 11956/46302 [12:41:06<36:24:10,  3.82s/it]
 26%|██▌       | 11957/46302 [12:41:10<36:24:06,  3.82s/it]
 26%|██▌       | 11958/46302 [12:41:14<36:24:31,  3.82s/it]
 26%|██▌       | 11959/46302 [12:41:18<36:24:36,  3.82s/it]
 26%|██▌       | 11960/46302 [12:41:22<36:24:00,  3.82s/it]
 26%|██▌       | 11961/46302 [12:41:26<36:23:57,  3.82s/it]
 26%|██▌       | 11962/46302 [12:41:29<36:23:29,  3.82s/it]
 26%|██▌       | 11963/46302 [12:41:33<36:23:40,  3.82s/it]
 26%|██▌       | 11964/46302 [12:41:37<36:23:57,  3.82s/it]
 26%|██▌       | 11965/46302 [12:41:41<36:24:26,  3.82s/it]
 26%|██▌       | 11966/46302 [12:41:45<36:24:57,  3.82s/it]
 26%|██▌       | 11967/46302 [12:41:48<36:24:52,  3.82s/it]
 26%|██▌       | 11968/46302 [12:41:52<36:25:23,  3.82s/it]
 26%|██▌       | 11969/46302 [12:41:56<36:25:34,  3.82s/it]
 26%|██▌       | 11970/46302 [12:42:00<36:25:06,  3.82s/it]
 26%|██▌       | 11971/46302 [12:42:04<36:24:46,  3.82s/it]
 26%|██▌       | 11972/46302 [12:42:08<36:24:21,  3.82s/it]
 26%|██▌       | 11973/46302 [12:42:11<36:25:17,  3.82s/it]
 26%|██▌       | 11974/46302 [12:42:15<36:24:29,  3.82s/it]
 26%|██▌       | 11975/46302 [12:42:19<36:24:12,  3.82s/it]
 26%|██▌       | 11976/46302 [12:42:23<36:23:50,  3.82s/it]
 26%|██▌       | 11977/46302 [12:42:27<36:24:25,  3.82s/it]
 26%|██▌       | 11978/46302 [12:42:30<36:23:25,  3.82s/it]
 26%|██▌       | 11979/46302 [12:42:34<36:23:25,  3.82s/it]
 26%|██▌       | 11980/46302 [12:42:38<36:23:11,  3.82s/it]
 26%|██▌       | 11981/46302 [12:42:42<36:23:01,  3.82s/it]
 26%|██▌       | 11982/46302 [12:42:46<36:23:30,  3.82s/it]
 26%|██▌       | 11983/46302 [12:42:50<36:23:29,  3.82s/it]
 26%|██▌       | 11984/46302 [12:42:53<36:23:46,  3.82s/it]
 26%|██▌       | 11985/46302 [12:42:57<36:24:12,  3.82s/it]
 26%|██▌       | 11986/46302 [12:43:01<36:24:04,  3.82s/it]
 26%|██▌       | 11987/46302 [12:43:05<36:24:03,  3.82s/it]
 26%|██▌       | 11988/46302 [12:43:09<36:23:06,  3.82s/it]
 26%|██▌       | 11989/46302 [12:43:12<36:23:16,  3.82s/it]
 26%|██▌       | 11990/46302 [12:43:16<36:22:17,  3.82s/it]
 26%|██▌       | 11991/46302 [12:43:20<36:23:05,  3.82s/it]
 26%|██▌       | 11992/46302 [12:43:24<36:23:04,  3.82s/it]
 26%|██▌       | 11993/46302 [12:43:28<36:22:56,  3.82s/it]
 26%|██▌       | 11994/46302 [12:43:32<36:21:58,  3.82s/it]
 26%|██▌       | 11995/46302 [12:43:35<36:21:28,  3.82s/it]
 26%|██▌       | 11996/46302 [12:43:39<36:21:28,  3.82s/it]
 26%|██▌       | 11997/46302 [12:43:43<36:21:42,  3.82s/it]
 26%|██▌       | 11998/46302 [12:43:47<36:21:35,  3.82s/it]
 26%|██▌       | 11999/46302 [12:43:51<36:21:07,  3.82s/it]
 26%|██▌       | 12000/46302 [12:43:54<36:21:14,  3.82s/it]
                                                           
{'loss': 3.3817, 'learning_rate': 0.003785925566200168, 'epoch': 0.26}

 26%|██▌       | 12000/46302 [12:43:54<36:21:14,  3.82s/it]
 26%|██▌       | 12001/46302 [12:43:58<36:21:24,  3.82s/it]
 26%|██▌       | 12002/46302 [12:44:02<36:22:05,  3.82s/it]
 26%|██▌       | 12003/46302 [12:44:06<36:21:15,  3.82s/it]
 26%|██▌       | 12004/46302 [12:44:10<36:21:13,  3.82s/it]
 26%|██▌       | 12005/46302 [12:44:13<36:20:44,  3.82s/it]
 26%|██▌       | 12006/46302 [12:44:17<36:20:53,  3.82s/it]
 26%|██▌       | 12007/46302 [12:44:21<36:19:54,  3.81s/it]
 26%|██▌       | 12008/46302 [12:44:25<36:19:51,  3.81s/it]
 26%|██▌       | 12009/46302 [12:44:29<36:19:41,  3.81s/it]
 26%|██▌       | 12010/46302 [12:44:33<36:19:56,  3.81s/it]
 26%|██▌       | 12011/46302 [12:44:36<36:19:37,  3.81s/it]
 26%|██▌       | 12012/46302 [12:44:40<36:19:29,  3.81s/it]
 26%|██▌       | 12013/46302 [12:44:44<36:19:34,  3.81s/it]
 26%|██▌       | 12014/46302 [12:44:48<36:19:44,  3.81s/it]
 26%|██▌       | 12015/46302 [12:44:52<36:19:15,  3.81s/it]
 26%|██▌       | 12016/46302 [12:44:55<36:19:40,  3.81s/it]
 26%|██▌       | 12017/46302 [12:44:59<36:19:39,  3.81s/it]
 26%|██▌       | 12018/46302 [12:45:03<36:19:39,  3.81s/it]
 26%|██▌       | 12019/46302 [12:45:07<36:20:15,  3.82s/it]
 26%|██▌       | 12020/46302 [12:45:11<36:19:58,  3.82s/it]
 26%|██▌       | 12021/46302 [12:45:15<36:19:56,  3.82s/it]
 26%|██▌       | 12022/46302 [12:45:18<36:19:42,  3.82s/it]
 26%|██▌       | 12023/46302 [12:45:22<36:19:27,  3.81s/it]
 26%|██▌       | 12024/46302 [12:45:26<36:19:17,  3.81s/it]
 26%|██▌       | 12025/46302 [12:45:30<36:19:01,  3.81s/it]
 26%|██▌       | 12026/46302 [12:45:34<36:19:45,  3.82s/it]
 26%|██▌       | 12027/46302 [12:45:37<36:19:44,  3.82s/it]
 26%|██▌       | 12028/46302 [12:45:41<36:19:49,  3.82s/it]
 26%|██▌       | 12029/46302 [12:45:45<36:19:03,  3.81s/it]
 26%|██▌       | 12030/46302 [12:45:49<36:18:35,  3.81s/it]
 26%|██▌       | 12031/46302 [12:45:53<36:18:55,  3.81s/it]
 26%|██▌       | 12032/46302 [12:45:56<36:19:07,  3.82s/it]
 26%|██▌       | 12033/46302 [12:46:00<36:20:12,  3.82s/it]
 26%|██▌       | 12034/46302 [12:46:04<36:19:16,  3.82s/it]
 26%|██▌       | 12035/46302 [12:46:08<36:19:45,  3.82s/it]
 26%|██▌       | 12036/46302 [12:46:12<36:20:03,  3.82s/it]
 26%|██▌       | 12037/46302 [12:46:16<36:19:45,  3.82s/it]
 26%|██▌       | 12038/46302 [12:46:19<36:17:38,  3.81s/it]
 26%|██▌       | 12039/46302 [12:46:23<36:17:54,  3.81s/it]
 26%|██▌       | 12040/46302 [12:46:27<36:18:11,  3.81s/it]
 26%|██▌       | 12041/46302 [12:46:31<36:17:47,  3.81s/it]
 26%|██▌       | 12042/46302 [12:46:35<36:18:06,  3.81s/it]
 26%|██▌       | 12043/46302 [12:46:38<36:18:15,  3.81s/it]
 26%|██▌       | 12044/46302 [12:46:42<36:18:19,  3.82s/it]
 26%|██▌       | 12045/46302 [12:46:46<36:18:13,  3.82s/it]
 26%|██▌       | 12046/46302 [12:46:50<36:18:35,  3.82s/it]
 26%|██▌       | 12047/46302 [12:46:54<36:18:47,  3.82s/it]
 26%|██▌       | 12048/46302 [12:46:58<36:17:42,  3.81s/it]
 26%|██▌       | 12049/46302 [12:47:01<36:17:58,  3.82s/it]
 26%|██▌       | 12050/46302 [12:47:05<36:17:48,  3.81s/it]
 26%|██▌       | 12051/46302 [12:47:09<36:17:22,  3.81s/it]
 26%|██▌       | 12052/46302 [12:47:13<36:18:19,  3.82s/it]
 26%|██▌       | 12053/46302 [12:47:17<36:17:25,  3.81s/it]
 26%|██▌       | 12054/46302 [12:47:20<36:17:14,  3.81s/it]
 26%|██▌       | 12055/46302 [12:47:24<36:17:43,  3.82s/it]
 26%|██▌       | 12056/46302 [12:47:28<36:17:39,  3.82s/it]
 26%|██▌       | 12057/46302 [12:47:32<36:17:48,  3.82s/it]
 26%|██▌       | 12058/46302 [12:47:36<36:18:11,  3.82s/it]
 26%|██▌       | 12059/46302 [12:47:40<36:17:27,  3.82s/it]
 26%|██▌       | 12060/46302 [12:47:43<36:17:00,  3.81s/it]
 26%|██▌       | 12061/46302 [12:47:47<36:17:34,  3.82s/it]
 26%|██▌       | 12062/46302 [12:47:51<36:17:14,  3.82s/it]
 26%|██▌       | 12063/46302 [12:47:55<36:16:25,  3.81s/it]
 26%|██▌       | 12064/46302 [12:47:59<36:17:08,  3.82s/it]
 26%|██▌       | 12065/46302 [12:48:02<36:17:28,  3.82s/it]
 26%|██▌       | 12066/46302 [12:48:06<36:17:27,  3.82s/it]
 26%|██▌       | 12067/46302 [12:48:10<36:16:55,  3.82s/it]
 26%|██▌       | 12068/46302 [12:48:14<36:16:38,  3.81s/it]
 26%|██▌       | 12069/46302 [12:48:18<36:17:11,  3.82s/it]
 26%|██▌       | 12070/46302 [12:48:21<36:17:22,  3.82s/it]
 26%|██▌       | 12071/46302 [12:48:25<36:17:10,  3.82s/it]
 26%|██▌       | 12072/46302 [12:48:29<36:17:31,  3.82s/it]
 26%|██▌       | 12073/46302 [12:48:33<36:17:24,  3.82s/it]
 26%|██▌       | 12074/46302 [12:48:37<36:17:27,  3.82s/it]
 26%|██▌       | 12075/46302 [12:48:41<36:17:01,  3.82s/it]
 26%|██▌       | 12076/46302 [12:48:44<36:17:00,  3.82s/it]
 26%|██▌       | 12077/46302 [12:48:48<36:16:25,  3.82s/it]
 26%|██▌       | 12078/46302 [12:48:52<36:16:57,  3.82s/it]
 26%|██▌       | 12079/46302 [12:48:56<36:16:38,  3.82s/it]
 26%|██▌       | 12080/46302 [12:49:00<36:16:41,  3.82s/it]
 26%|██▌       | 12081/46302 [12:49:03<36:16:09,  3.82s/it]
 26%|██▌       | 12082/46302 [12:49:07<36:16:18,  3.82s/it]
 26%|██▌       | 12083/46302 [12:49:11<36:14:51,  3.81s/it]
 26%|██▌       | 12084/46302 [12:49:15<36:14:43,  3.81s/it]
 26%|██▌       | 12085/46302 [12:49:19<36:15:39,  3.82s/it]
 26%|██▌       | 12086/46302 [12:49:23<36:16:09,  3.82s/it]
 26%|██▌       | 12087/46302 [12:49:26<36:16:16,  3.82s/it]
 26%|██▌       | 12088/46302 [12:49:30<36:16:29,  3.82s/it]
 26%|██▌       | 12089/46302 [12:49:34<36:16:07,  3.82s/it]
 26%|██▌       | 12090/46302 [12:49:38<36:15:51,  3.82s/it]
 26%|██▌       | 12091/46302 [12:49:42<36:15:24,  3.82s/it]
 26%|██▌       | 12092/46302 [12:49:45<36:15:29,  3.82s/it]
 26%|██▌       | 12093/46302 [12:49:49<36:14:55,  3.81s/it]
 26%|██▌       | 12094/46302 [12:49:53<36:15:19,  3.82s/it]
 26%|██▌       | 12095/46302 [12:49:57<36:15:29,  3.82s/it]
 26%|██▌       | 12096/46302 [12:50:01<36:15:21,  3.82s/it]
 26%|██▌       | 12097/46302 [12:50:05<36:16:04,  3.82s/it]
 26%|██▌       | 12098/46302 [12:50:08<36:15:58,  3.82s/it]
 26%|██▌       | 12099/46302 [12:50:12<36:15:10,  3.82s/it]
 26%|██▌       | 12100/46302 [12:50:16<36:15:25,  3.82s/it]
 26%|██▌       | 12101/46302 [12:50:20<36:14:08,  3.81s/it]
 26%|██▌       | 12102/46302 [12:50:24<36:14:38,  3.82s/it]
 26%|██▌       | 12103/46302 [12:50:27<36:14:56,  3.82s/it]
 26%|██▌       | 12104/46302 [12:50:31<36:15:23,  3.82s/it]
 26%|██▌       | 12105/46302 [12:50:35<36:14:49,  3.82s/it]
 26%|██▌       | 12106/46302 [12:50:39<36:14:06,  3.81s/it]
 26%|██▌       | 12107/46302 [12:50:43<36:13:46,  3.81s/it]
 26%|██▌       | 12108/46302 [12:50:46<36:14:43,  3.82s/it]
 26%|██▌       | 12109/46302 [12:50:50<36:14:22,  3.82s/it]
 26%|██▌       | 12110/46302 [12:50:54<36:14:53,  3.82s/it]
 26%|██▌       | 12111/46302 [12:50:58<36:15:10,  3.82s/it]
 26%|██▌       | 12112/46302 [12:51:02<36:15:02,  3.82s/it]
 26%|██▌       | 12113/46302 [12:51:06<36:14:54,  3.82s/it]
 26%|██▌       | 12114/46302 [12:51:09<36:14:41,  3.82s/it]
 26%|██▌       | 12115/46302 [12:51:13<36:15:02,  3.82s/it]
 26%|██▌       | 12116/46302 [12:51:17<36:15:49,  3.82s/it]
 26%|██▌       | 12117/46302 [12:51:21<36:15:28,  3.82s/it]
 26%|██▌       | 12118/46302 [12:51:25<36:15:34,  3.82s/it]
 26%|██▌       | 12119/46302 [12:51:28<36:15:31,  3.82s/it]
 26%|██▌       | 12120/46302 [12:51:32<36:15:46,  3.82s/it]
 26%|██▌       | 12121/46302 [12:51:36<36:15:52,  3.82s/it]
 26%|██▌       | 12122/46302 [12:51:40<36:16:00,  3.82s/it]
 26%|██▌       | 12123/46302 [12:51:44<36:16:05,  3.82s/it]
 26%|██▌       | 12124/46302 [12:51:48<36:15:35,  3.82s/it]
 26%|██▌       | 12125/46302 [12:51:51<36:14:59,  3.82s/it]
 26%|██▌       | 12126/46302 [12:51:55<36:15:11,  3.82s/it]
 26%|██▌       | 12127/46302 [12:51:59<36:15:17,  3.82s/it]
 26%|██▌       | 12128/46302 [12:52:03<36:16:03,  3.82s/it]
 26%|██▌       | 12129/46302 [12:52:07<36:15:39,  3.82s/it]
 26%|██▌       | 12130/46302 [12:52:10<36:15:10,  3.82s/it]
 26%|██▌       | 12131/46302 [12:52:14<36:15:20,  3.82s/it]
 26%|██▌       | 12132/46302 [12:52:18<36:15:09,  3.82s/it]
 26%|██▌       | 12133/46302 [12:52:22<36:15:06,  3.82s/it]
 26%|██▌       | 12134/46302 [12:52:26<36:15:14,  3.82s/it]
 26%|██▌       | 12135/46302 [12:52:30<36:14:20,  3.82s/it]
 26%|██▌       | 12136/46302 [12:52:33<36:14:57,  3.82s/it]
 26%|██▌       | 12137/46302 [12:52:37<36:13:57,  3.82s/it]
 26%|██▌       | 12138/46302 [12:52:41<36:14:07,  3.82s/it]
 26%|██▌       | 12139/46302 [12:52:45<36:14:30,  3.82s/it]
 26%|██▌       | 12140/46302 [12:52:49<36:14:09,  3.82s/it]
 26%|██▌       | 12141/46302 [12:52:52<36:14:09,  3.82s/it]
 26%|██▌       | 12142/46302 [12:52:56<36:14:10,  3.82s/it]
 26%|██▌       | 12143/46302 [12:53:00<36:14:31,  3.82s/it]
 26%|██▌       | 12144/46302 [12:53:04<36:14:46,  3.82s/it]
 26%|██▌       | 12145/46302 [12:53:08<36:14:32,  3.82s/it]
 26%|██▌       | 12146/46302 [12:53:12<36:14:06,  3.82s/it]
 26%|██▌       | 12147/46302 [12:53:15<36:14:04,  3.82s/it]
 26%|██▌       | 12148/46302 [12:53:19<36:14:16,  3.82s/it]
 26%|██▌       | 12149/46302 [12:53:23<36:14:53,  3.82s/it]
 26%|██▌       | 12150/46302 [12:53:27<36:14:10,  3.82s/it]
 26%|██▌       | 12151/46302 [12:53:31<36:13:39,  3.82s/it]
 26%|██▌       | 12152/46302 [12:53:35<36:13:51,  3.82s/it]
 26%|██▌       | 12153/46302 [12:53:38<36:13:53,  3.82s/it]
 26%|██▌       | 12154/46302 [12:53:42<36:13:34,  3.82s/it]
 26%|██▋       | 12155/46302 [12:53:46<36:13:38,  3.82s/it]
 26%|██▋       | 12156/46302 [12:53:50<36:13:27,  3.82s/it]
 26%|██▋       | 12157/46302 [12:53:54<36:13:50,  3.82s/it]
 26%|██▋       | 12158/46302 [12:53:57<36:14:03,  3.82s/it]
 26%|██▋       | 12159/46302 [12:54:01<36:13:59,  3.82s/it]
 26%|██▋       | 12160/46302 [12:54:05<36:14:14,  3.82s/it]
 26%|██▋       | 12161/46302 [12:54:09<36:13:20,  3.82s/it]
 26%|██▋       | 12162/46302 [12:54:13<36:13:43,  3.82s/it]
 26%|██▋       | 12163/46302 [12:54:17<36:13:44,  3.82s/it]
 26%|██▋       | 12164/46302 [12:54:20<36:13:06,  3.82s/it]
 26%|██▋       | 12165/46302 [12:54:24<36:12:33,  3.82s/it]
 26%|██▋       | 12166/46302 [12:54:28<36:12:27,  3.82s/it]
 26%|██▋       | 12167/46302 [12:54:32<36:12:34,  3.82s/it]
 26%|██▋       | 12168/46302 [12:54:36<36:12:48,  3.82s/it]
 26%|██▋       | 12169/46302 [12:54:39<36:12:49,  3.82s/it]
 26%|██▋       | 12170/46302 [12:54:43<36:12:00,  3.82s/it]
 26%|██▋       | 12171/46302 [12:54:47<36:11:40,  3.82s/it]
 26%|██▋       | 12172/46302 [12:54:51<36:11:46,  3.82s/it]
 26%|██▋       | 12173/46302 [12:54:55<36:11:21,  3.82s/it]
 26%|██▋       | 12174/46302 [12:54:59<36:11:24,  3.82s/it]
 26%|██▋       | 12175/46302 [12:55:02<36:11:43,  3.82s/it]
 26%|██▋       | 12176/46302 [12:55:06<36:12:42,  3.82s/it]
 26%|██▋       | 12177/46302 [12:55:10<36:12:35,  3.82s/it]
 26%|██▋       | 12178/46302 [12:55:14<36:13:00,  3.82s/it]
 26%|██▋       | 12179/46302 [12:55:18<36:12:41,  3.82s/it]
 26%|██▋       | 12180/46302 [12:55:21<36:13:04,  3.82s/it]
 26%|██▋       | 12181/46302 [12:55:25<36:13:02,  3.82s/it]
 26%|██▋       | 12182/46302 [12:55:29<36:12:28,  3.82s/it]
 26%|██▋       | 12183/46302 [12:55:33<36:12:31,  3.82s/it]
 26%|██▋       | 12184/46302 [12:55:37<36:11:49,  3.82s/it]
 26%|██▋       | 12185/46302 [12:55:41<36:12:06,  3.82s/it]
 26%|██▋       | 12186/46302 [12:55:44<36:12:52,  3.82s/it]
 26%|██▋       | 12187/46302 [12:55:48<36:12:28,  3.82s/it]
 26%|██▋       | 12188/46302 [12:55:52<36:12:02,  3.82s/it]
 26%|██▋       | 12189/46302 [12:55:56<36:11:44,  3.82s/it]
 26%|██▋       | 12190/46302 [12:56:00<36:11:42,  3.82s/it]
 26%|██▋       | 12191/46302 [12:56:03<36:12:04,  3.82s/it]
 26%|██▋       | 12192/46302 [12:56:07<36:12:24,  3.82s/it]
 26%|██▋       | 12193/46302 [12:56:11<36:12:32,  3.82s/it]
 26%|██▋       | 12194/46302 [12:56:15<36:11:50,  3.82s/it]
 26%|██▋       | 12195/46302 [12:56:19<36:11:01,  3.82s/it]
 26%|██▋       | 12196/46302 [12:56:23<36:11:02,  3.82s/it]
 26%|██▋       | 12197/46302 [12:56:26<36:10:52,  3.82s/it]
 26%|██▋       | 12198/46302 [12:56:30<36:10:25,  3.82s/it]
 26%|██▋       | 12199/46302 [12:56:34<36:10:34,  3.82s/it]
 26%|██▋       | 12200/46302 [12:56:38<36:10:35,  3.82s/it]
 26%|██▋       | 12201/46302 [12:56:42<36:10:15,  3.82s/it]
 26%|██▋       | 12202/46302 [12:56:45<36:10:16,  3.82s/it]
 26%|██▋       | 12203/46302 [12:56:49<36:09:54,  3.82s/it]
 26%|██▋       | 12204/46302 [12:56:53<36:09:42,  3.82s/it]
 26%|██▋       | 12205/46302 [12:56:57<36:09:14,  3.82s/it]
 26%|██▋       | 12206/46302 [12:57:01<36:08:55,  3.82s/it]
 26%|██▋       | 12207/46302 [12:57:05<36:08:46,  3.82s/it]
 26%|██▋       | 12208/46302 [12:57:08<36:08:40,  3.82s/it]
 26%|██▋       | 12209/46302 [12:57:12<36:08:29,  3.82s/it]
 26%|██▋       | 12210/46302 [12:57:16<36:08:30,  3.82s/it]
 26%|██▋       | 12211/46302 [12:57:20<36:08:07,  3.82s/it]
 26%|██▋       | 12212/46302 [12:57:24<36:08:52,  3.82s/it]
 26%|██▋       | 12213/46302 [12:57:27<36:08:53,  3.82s/it]
 26%|██▋       | 12214/46302 [12:57:31<36:09:24,  3.82s/it]
 26%|██▋       | 12215/46302 [12:57:35<36:09:12,  3.82s/it]
 26%|██▋       | 12216/46302 [12:57:39<36:09:14,  3.82s/it]
 26%|██▋       | 12217/46302 [12:57:43<36:09:37,  3.82s/it]
 26%|██▋       | 12218/46302 [12:57:47<36:09:14,  3.82s/it]
 26%|██▋       | 12219/46302 [12:57:50<36:08:42,  3.82s/it]
 26%|██▋       | 12220/46302 [12:57:54<36:08:56,  3.82s/it]
 26%|██▋       | 12221/46302 [12:57:58<36:09:25,  3.82s/it]
 26%|██▋       | 12222/46302 [12:58:02<36:09:24,  3.82s/it]
 26%|██▋       | 12223/46302 [12:58:06<36:09:09,  3.82s/it]
 26%|██▋       | 12224/46302 [12:58:09<36:08:58,  3.82s/it]
 26%|██▋       | 12225/46302 [12:58:13<36:08:30,  3.82s/it]
 26%|██▋       | 12226/46302 [12:58:17<36:08:34,  3.82s/it]
 26%|██▋       | 12227/46302 [12:58:21<36:08:51,  3.82s/it]
 26%|██▋       | 12228/46302 [12:58:25<36:09:04,  3.82s/it]
 26%|██▋       | 12229/46302 [12:58:29<36:08:40,  3.82s/it]
 26%|██▋       | 12230/46302 [12:58:32<36:08:39,  3.82s/it]
 26%|██▋       | 12231/46302 [12:58:36<36:07:40,  3.82s/it]
 26%|██▋       | 12232/46302 [12:58:40<36:07:27,  3.82s/it]
 26%|██▋       | 12233/46302 [12:58:44<36:07:09,  3.82s/it]
 26%|██▋       | 12234/46302 [12:58:48<36:07:19,  3.82s/it]
 26%|██▋       | 12235/46302 [12:58:51<36:07:09,  3.82s/it]
 26%|██▋       | 12236/46302 [12:58:55<36:07:33,  3.82s/it]
 26%|██▋       | 12237/46302 [12:58:59<36:07:56,  3.82s/it]
 26%|██▋       | 12238/46302 [12:59:03<36:08:20,  3.82s/it]
 26%|██▋       | 12239/46302 [12:59:07<36:08:29,  3.82s/it]
 26%|██▋       | 12240/46302 [12:59:11<36:08:18,  3.82s/it]
 26%|██▋       | 12241/46302 [12:59:14<36:08:11,  3.82s/it]
 26%|██▋       | 12242/46302 [12:59:18<36:08:04,  3.82s/it]
 26%|██▋       | 12243/46302 [12:59:22<36:08:03,  3.82s/it]
 26%|██▋       | 12244/46302 [12:59:26<36:07:47,  3.82s/it]
 26%|██▋       | 12245/46302 [12:59:30<36:07:50,  3.82s/it]
 26%|██▋       | 12246/46302 [12:59:33<36:07:28,  3.82s/it]
 26%|██▋       | 12247/46302 [12:59:37<36:07:32,  3.82s/it]
 26%|██▋       | 12248/46302 [12:59:41<36:07:11,  3.82s/it]
 26%|██▋       | 12249/46302 [12:59:45<36:06:36,  3.82s/it]
 26%|██▋       | 12250/46302 [12:59:49<36:06:46,  3.82s/it]
 26%|██▋       | 12251/46302 [12:59:53<36:05:52,  3.82s/it]
 26%|██▋       | 12252/46302 [12:59:56<36:05:51,  3.82s/it]
 26%|██▋       | 12253/46302 [13:00:00<36:05:26,  3.82s/it]
 26%|██▋       | 12254/46302 [13:00:04<36:05:37,  3.82s/it]
 26%|██▋       | 12255/46302 [13:00:08<36:05:52,  3.82s/it]
 26%|██▋       | 12256/46302 [13:00:12<36:06:12,  3.82s/it]
 26%|██▋       | 12257/46302 [13:00:15<36:06:11,  3.82s/it]
 26%|██▋       | 12258/46302 [13:00:19<36:06:14,  3.82s/it]
 26%|██▋       | 12259/46302 [13:00:23<36:05:32,  3.82s/it]
 26%|██▋       | 12260/46302 [13:00:27<36:05:04,  3.82s/it]
 26%|██▋       | 12261/46302 [13:00:31<36:04:48,  3.82s/it]
 26%|██▋       | 12262/46302 [13:00:35<36:04:58,  3.82s/it]
 26%|██▋       | 12263/46302 [13:00:38<36:05:12,  3.82s/it]
 26%|██▋       | 12264/46302 [13:00:42<36:04:40,  3.82s/it]
 26%|██▋       | 12265/46302 [13:00:46<36:04:27,  3.82s/it]
 26%|██▋       | 12266/46302 [13:00:50<36:04:42,  3.82s/it]
 26%|██▋       | 12267/46302 [13:00:54<36:04:54,  3.82s/it]
 26%|██▋       | 12268/46302 [13:00:57<36:05:32,  3.82s/it]
 26%|██▋       | 12269/46302 [13:01:01<36:04:47,  3.82s/it]
 26%|██▋       | 12270/46302 [13:01:05<36:05:02,  3.82s/it]
 27%|██▋       | 12271/46302 [13:01:09<36:05:18,  3.82s/it]
 27%|██▋       | 12272/46302 [13:01:13<36:04:40,  3.82s/it]
 27%|██▋       | 12273/46302 [13:01:17<36:04:23,  3.82s/it]
 27%|██▋       | 12274/46302 [13:01:20<36:03:51,  3.82s/it]
 27%|██▋       | 12275/46302 [13:01:24<36:03:23,  3.81s/it]
 27%|██▋       | 12276/46302 [13:01:28<36:04:02,  3.82s/it]
 27%|██▋       | 12277/46302 [13:01:32<36:04:20,  3.82s/it]
 27%|██▋       | 12278/46302 [13:01:36<36:04:47,  3.82s/it]
 27%|██▋       | 12279/46302 [13:01:39<36:04:12,  3.82s/it]
 27%|██▋       | 12280/46302 [13:01:43<36:03:47,  3.82s/it]
 27%|██▋       | 12281/46302 [13:01:47<36:04:13,  3.82s/it]
 27%|██▋       | 12282/46302 [13:01:51<36:03:56,  3.82s/it]
 27%|██▋       | 12283/46302 [13:01:55<36:03:06,  3.82s/it]
 27%|██▋       | 12284/46302 [13:01:59<36:02:38,  3.81s/it]
 27%|██▋       | 12285/46302 [13:02:02<36:02:50,  3.81s/it]
 27%|██▋       | 12286/46302 [13:02:06<36:03:21,  3.82s/it]
 27%|██▋       | 12287/46302 [13:02:10<36:03:12,  3.82s/it]
 27%|██▋       | 12288/46302 [13:02:14<36:04:21,  3.82s/it]
 27%|██▋       | 12289/46302 [13:02:18<36:04:19,  3.82s/it]
 27%|██▋       | 12290/46302 [13:02:21<36:04:23,  3.82s/it]
 27%|██▋       | 12291/46302 [13:02:25<36:03:00,  3.82s/it]
 27%|██▋       | 12292/46302 [13:02:29<36:03:00,  3.82s/it]
 27%|██▋       | 12293/46302 [13:02:33<36:03:20,  3.82s/it]
 27%|██▋       | 12294/46302 [13:02:37<36:03:55,  3.82s/it]
 27%|██▋       | 12295/46302 [13:02:41<36:04:04,  3.82s/it]
 27%|██▋       | 12296/46302 [13:02:44<36:04:06,  3.82s/it]
 27%|██▋       | 12297/46302 [13:02:48<36:03:47,  3.82s/it]
 27%|██▋       | 12298/46302 [13:02:52<36:03:55,  3.82s/it]
 27%|██▋       | 12299/46302 [13:02:56<36:03:54,  3.82s/it]
 27%|██▋       | 12300/46302 [13:03:00<36:03:59,  3.82s/it]
 27%|██▋       | 12301/46302 [13:03:03<36:03:04,  3.82s/it]
 27%|██▋       | 12302/46302 [13:03:07<36:03:15,  3.82s/it]
 27%|██▋       | 12303/46302 [13:03:11<36:02:38,  3.82s/it]
 27%|██▋       | 12304/46302 [13:03:15<36:02:41,  3.82s/it]
 27%|██▋       | 12305/46302 [13:03:19<36:03:01,  3.82s/it]
 27%|██▋       | 12306/46302 [13:03:22<36:02:34,  3.82s/it]
 27%|██▋       | 12307/46302 [13:03:26<36:01:38,  3.82s/it]
 27%|██▋       | 12308/46302 [13:03:30<36:01:47,  3.82s/it]
 27%|██▋       | 12309/46302 [13:03:34<36:02:17,  3.82s/it]
 27%|██▋       | 12310/46302 [13:03:38<36:02:48,  3.82s/it]
 27%|██▋       | 12311/46302 [13:03:42<36:02:46,  3.82s/it]
 27%|██▋       | 12312/46302 [13:03:45<36:02:38,  3.82s/it]
 27%|██▋       | 12313/46302 [13:03:49<36:02:51,  3.82s/it]
 27%|██▋       | 12314/46302 [13:03:53<36:03:05,  3.82s/it]
 27%|██▋       | 12315/46302 [13:03:57<36:03:10,  3.82s/it]
 27%|██▋       | 12316/46302 [13:04:01<36:02:41,  3.82s/it]
 27%|██▋       | 12317/46302 [13:04:04<36:02:56,  3.82s/it]
 27%|██▋       | 12318/46302 [13:04:08<36:03:11,  3.82s/it]
 27%|██▋       | 12319/46302 [13:04:12<36:03:24,  3.82s/it]
 27%|██▋       | 12320/46302 [13:04:16<36:03:25,  3.82s/it]
 27%|██▋       | 12321/46302 [13:04:20<36:03:22,  3.82s/it]
 27%|██▋       | 12322/46302 [13:04:24<36:03:27,  3.82s/it]
 27%|██▋       | 12323/46302 [13:04:27<36:03:01,  3.82s/it]
 27%|██▋       | 12324/46302 [13:04:31<36:03:09,  3.82s/it]
 27%|██▋       | 12325/46302 [13:04:35<36:02:48,  3.82s/it]
 27%|██▋       | 12326/46302 [13:04:39<36:04:07,  3.82s/it]
 27%|██▋       | 12327/46302 [13:04:43<36:02:59,  3.82s/it]
 27%|██▋       | 12328/46302 [13:04:47<36:03:16,  3.82s/it]
 27%|██▋       | 12329/46302 [13:04:50<36:02:52,  3.82s/it]
 27%|██▋       | 12330/46302 [13:04:54<36:02:32,  3.82s/it]
 27%|██▋       | 12331/46302 [13:04:58<36:01:26,  3.82s/it]
 27%|██▋       | 12332/46302 [13:05:02<36:01:51,  3.82s/it]
 27%|██▋       | 12333/46302 [13:05:06<36:01:33,  3.82s/it]
 27%|██▋       | 12334/46302 [13:05:09<36:01:43,  3.82s/it]
 27%|██▋       | 12335/46302 [13:05:13<36:02:14,  3.82s/it]
 27%|██▋       | 12336/46302 [13:05:17<36:02:25,  3.82s/it]
 27%|██▋       | 12337/46302 [13:05:21<36:01:41,  3.82s/it]
 27%|██▋       | 12338/46302 [13:05:25<36:00:57,  3.82s/it]
 27%|██▋       | 12339/46302 [13:05:29<36:00:25,  3.82s/it]
 27%|██▋       | 12340/46302 [13:05:32<36:00:55,  3.82s/it]
 27%|██▋       | 12341/46302 [13:05:36<35:59:56,  3.82s/it]
 27%|██▋       | 12342/46302 [13:05:40<35:59:43,  3.82s/it]
 27%|██▋       | 12343/46302 [13:05:44<35:59:55,  3.82s/it]
 27%|██▋       | 12344/46302 [13:05:48<36:00:17,  3.82s/it]
 27%|██▋       | 12345/46302 [13:05:51<36:00:43,  3.82s/it]
 27%|██▋       | 12346/46302 [13:05:55<36:00:25,  3.82s/it]
 27%|██▋       | 12347/46302 [13:05:59<36:00:46,  3.82s/it]
 27%|██▋       | 12348/46302 [13:06:03<36:00:03,  3.82s/it]
 27%|██▋       | 12349/46302 [13:06:07<36:00:03,  3.82s/it]
 27%|██▋       | 12350/46302 [13:06:11<36:01:17,  3.82s/it]
 27%|██▋       | 12351/46302 [13:06:14<36:00:37,  3.82s/it]
 27%|██▋       | 12352/46302 [13:06:18<36:00:18,  3.82s/it]
 27%|██▋       | 12353/46302 [13:06:22<35:59:55,  3.82s/it]
 27%|██▋       | 12354/46302 [13:06:26<36:01:06,  3.82s/it]
 27%|██▋       | 12355/46302 [13:06:30<36:01:06,  3.82s/it]
 27%|██▋       | 12356/46302 [13:06:33<36:00:59,  3.82s/it]
 27%|██▋       | 12357/46302 [13:06:37<36:00:40,  3.82s/it]
 27%|██▋       | 12358/46302 [13:06:41<36:00:26,  3.82s/it]
 27%|██▋       | 12359/46302 [13:06:45<35:59:45,  3.82s/it]
 27%|██▋       | 12360/46302 [13:06:49<35:59:05,  3.82s/it]
 27%|██▋       | 12361/46302 [13:06:52<35:59:02,  3.82s/it]
 27%|██▋       | 12362/46302 [13:06:56<35:59:19,  3.82s/it]
 27%|██▋       | 12363/46302 [13:07:00<35:59:28,  3.82s/it]
 27%|██▋       | 12364/46302 [13:07:04<35:59:33,  3.82s/it]
 27%|██▋       | 12365/46302 [13:07:08<35:59:27,  3.82s/it]
 27%|██▋       | 12366/46302 [13:07:12<35:57:13,  3.81s/it]
 27%|██▋       | 12367/46302 [13:07:15<35:58:41,  3.82s/it]
 27%|██▋       | 12368/46302 [13:07:19<35:58:05,  3.82s/it]
 27%|██▋       | 12369/46302 [13:07:23<35:57:53,  3.82s/it]
 27%|██▋       | 12370/46302 [13:07:27<35:58:37,  3.82s/it]
 27%|██▋       | 12371/46302 [13:07:31<35:58:54,  3.82s/it]
 27%|██▋       | 12372/46302 [13:07:34<35:59:12,  3.82s/it]
 27%|██▋       | 12373/46302 [13:07:38<35:59:14,  3.82s/it]
 27%|██▋       | 12374/46302 [13:07:42<35:59:15,  3.82s/it]
 27%|██▋       | 12375/46302 [13:07:46<35:59:29,  3.82s/it]
 27%|██▋       | 12376/46302 [13:07:50<35:58:59,  3.82s/it]
 27%|██▋       | 12377/46302 [13:07:54<35:58:18,  3.82s/it]
 27%|██▋       | 12378/46302 [13:07:57<35:58:29,  3.82s/it]
 27%|██▋       | 12379/46302 [13:08:01<35:58:37,  3.82s/it]
 27%|██▋       | 12380/46302 [13:08:05<35:58:45,  3.82s/it]
 27%|██▋       | 12381/46302 [13:08:09<35:59:23,  3.82s/it]
 27%|██▋       | 12382/46302 [13:08:13<35:59:41,  3.82s/it]
 27%|██▋       | 12383/46302 [13:08:16<35:59:13,  3.82s/it]
 27%|██▋       | 12384/46302 [13:08:20<35:58:30,  3.82s/it]
 27%|██▋       | 12385/46302 [13:08:24<35:58:53,  3.82s/it]
 27%|██▋       | 12386/46302 [13:08:28<35:58:37,  3.82s/it]
 27%|██▋       | 12387/46302 [13:08:32<35:58:31,  3.82s/it]
 27%|██▋       | 12388/46302 [13:08:36<35:58:40,  3.82s/it]
 27%|██▋       | 12389/46302 [13:08:39<35:57:49,  3.82s/it]
 27%|██▋       | 12390/46302 [13:08:43<35:57:16,  3.82s/it]
 27%|██▋       | 12391/46302 [13:08:47<35:56:44,  3.82s/it]
 27%|██▋       | 12392/46302 [13:08:51<35:56:47,  3.82s/it]
 27%|██▋       | 12393/46302 [13:08:55<35:56:06,  3.82s/it]
 27%|██▋       | 12394/46302 [13:08:58<35:56:15,  3.82s/it]
 27%|██▋       | 12395/46302 [13:09:02<35:55:43,  3.81s/it]
 27%|██▋       | 12396/46302 [13:09:06<35:55:48,  3.81s/it]
 27%|██▋       | 12397/46302 [13:09:10<35:55:50,  3.82s/it]
 27%|██▋       | 12398/46302 [13:09:14<35:56:29,  3.82s/it]
 27%|██▋       | 12399/46302 [13:09:18<35:55:46,  3.82s/it]
 27%|██▋       | 12400/46302 [13:09:21<35:55:01,  3.81s/it]
 27%|██▋       | 12401/46302 [13:09:25<35:54:57,  3.81s/it]
 27%|██▋       | 12402/46302 [13:09:29<35:54:49,  3.81s/it]
 27%|██▋       | 12403/46302 [13:09:33<35:54:47,  3.81s/it]
 27%|██▋       | 12404/46302 [13:09:37<35:55:13,  3.81s/it]
 27%|██▋       | 12405/46302 [13:09:40<35:54:57,  3.81s/it]
 27%|██▋       | 12406/46302 [13:09:44<35:55:00,  3.81s/it]
 27%|██▋       | 12407/46302 [13:09:48<35:54:35,  3.81s/it]
 27%|██▋       | 12408/46302 [13:09:52<35:54:43,  3.81s/it]
 27%|██▋       | 12409/46302 [13:09:56<35:55:21,  3.82s/it]
 27%|██▋       | 12410/46302 [13:10:00<35:55:30,  3.82s/it]
 27%|██▋       | 12411/46302 [13:10:03<35:55:18,  3.82s/it]
 27%|██▋       | 12412/46302 [13:10:07<35:55:16,  3.82s/it]
 27%|██▋       | 12413/46302 [13:10:11<35:55:04,  3.82s/it]
 27%|██▋       | 12414/46302 [13:10:15<35:55:16,  3.82s/it]
 27%|██▋       | 12415/46302 [13:10:19<35:55:04,  3.82s/it]
 27%|██▋       | 12416/46302 [13:10:22<35:54:58,  3.82s/it]
 27%|██▋       | 12417/46302 [13:10:26<35:54:33,  3.82s/it]
 27%|██▋       | 12418/46302 [13:10:30<35:54:15,  3.81s/it]
 27%|██▋       | 12419/46302 [13:10:34<35:54:50,  3.82s/it]
 27%|██▋       | 12420/46302 [13:10:38<35:55:31,  3.82s/it]
 27%|██▋       | 12421/46302 [13:10:41<35:55:12,  3.82s/it]
 27%|██▋       | 12422/46302 [13:10:45<35:55:03,  3.82s/it]
 27%|██▋       | 12423/46302 [13:10:49<35:55:41,  3.82s/it]
 27%|██▋       | 12424/46302 [13:10:53<35:55:45,  3.82s/it]
 27%|██▋       | 12425/46302 [13:10:57<35:55:56,  3.82s/it]
 27%|██▋       | 12426/46302 [13:11:01<35:55:51,  3.82s/it]
 27%|██▋       | 12427/46302 [13:11:04<35:55:03,  3.82s/it]
 27%|██▋       | 12428/46302 [13:11:08<35:55:12,  3.82s/it]
 27%|██▋       | 12429/46302 [13:11:12<35:54:12,  3.82s/it]
 27%|██▋       | 12430/46302 [13:11:16<35:54:39,  3.82s/it]
 27%|██▋       | 12431/46302 [13:11:20<35:54:14,  3.82s/it]
 27%|██▋       | 12432/46302 [13:11:23<35:54:15,  3.82s/it]
 27%|██▋       | 12433/46302 [13:11:27<35:54:57,  3.82s/it]
 27%|██▋       | 12434/46302 [13:11:31<35:55:00,  3.82s/it]
 27%|██▋       | 12435/46302 [13:11:35<35:54:39,  3.82s/it]
 27%|██▋       | 12436/46302 [13:11:39<35:55:17,  3.82s/it]
 27%|██▋       | 12437/46302 [13:11:43<35:54:47,  3.82s/it]
 27%|██▋       | 12438/46302 [13:11:46<35:55:09,  3.82s/it]
 27%|██▋       | 12439/46302 [13:11:50<35:55:06,  3.82s/it]
 27%|██▋       | 12440/46302 [13:11:54<35:55:12,  3.82s/it]
 27%|██▋       | 12441/46302 [13:11:58<35:55:01,  3.82s/it]
 27%|██▋       | 12442/46302 [13:12:02<35:54:43,  3.82s/it]
 27%|██▋       | 12443/46302 [13:12:05<35:54:13,  3.82s/it]
 27%|██▋       | 12444/46302 [13:12:09<35:53:39,  3.82s/it]
 27%|██▋       | 12445/46302 [13:12:13<35:54:06,  3.82s/it]
 27%|██▋       | 12446/46302 [13:12:17<35:54:11,  3.82s/it]
 27%|██▋       | 12447/46302 [13:12:21<35:54:00,  3.82s/it]
 27%|██▋       | 12448/46302 [13:12:25<35:53:56,  3.82s/it]
 27%|██▋       | 12449/46302 [13:12:28<35:52:58,  3.82s/it]
 27%|██▋       | 12450/46302 [13:12:32<35:52:39,  3.82s/it]
 27%|██▋       | 12451/46302 [13:12:36<35:51:58,  3.81s/it]
 27%|██▋       | 12452/46302 [13:12:40<35:52:23,  3.82s/it]
 27%|██▋       | 12453/46302 [13:12:44<35:52:32,  3.82s/it]
 27%|██▋       | 12454/46302 [13:12:47<35:52:16,  3.82s/it]
 27%|██▋       | 12455/46302 [13:12:51<35:52:00,  3.81s/it]
 27%|██▋       | 12456/46302 [13:12:55<35:51:16,  3.81s/it]
 27%|██▋       | 12457/46302 [13:12:59<35:51:20,  3.81s/it]
 27%|██▋       | 12458/46302 [13:13:03<35:51:35,  3.81s/it]
 27%|██▋       | 12459/46302 [13:13:07<35:51:12,  3.81s/it]
 27%|██▋       | 12460/46302 [13:13:10<35:51:57,  3.82s/it]
 27%|██▋       | 12461/46302 [13:13:14<35:52:00,  3.82s/it]
 27%|██▋       | 12462/46302 [13:13:18<35:51:49,  3.82s/it]
 27%|██▋       | 12463/46302 [13:13:22<35:51:52,  3.82s/it]
 27%|██▋       | 12464/46302 [13:13:26<35:51:30,  3.81s/it]
 27%|██▋       | 12465/46302 [13:13:29<35:51:33,  3.82s/it]
 27%|██▋       | 12466/46302 [13:13:33<35:51:58,  3.82s/it]
 27%|██▋       | 12467/46302 [13:13:37<35:51:42,  3.82s/it]
 27%|██▋       | 12468/46302 [13:13:41<35:51:49,  3.82s/it]
 27%|██▋       | 12469/46302 [13:13:45<35:51:49,  3.82s/it]
 27%|██▋       | 12470/46302 [13:13:48<35:51:25,  3.82s/it]
 27%|██▋       | 12471/46302 [13:13:52<35:51:21,  3.82s/it]
 27%|██▋       | 12472/46302 [13:13:56<35:51:21,  3.82s/it]
 27%|██▋       | 12473/46302 [13:14:00<35:51:31,  3.82s/it]
 27%|██▋       | 12474/46302 [13:14:04<35:51:23,  3.82s/it]
 27%|██▋       | 12475/46302 [13:14:08<35:50:40,  3.81s/it]
 27%|██▋       | 12476/46302 [13:14:11<35:51:19,  3.82s/it]
 27%|██▋       | 12477/46302 [13:14:15<35:51:29,  3.82s/it]
 27%|██▋       | 12478/46302 [13:14:19<35:50:53,  3.82s/it]
 27%|██▋       | 12479/46302 [13:14:23<35:50:22,  3.81s/it]
 27%|██▋       | 12480/46302 [13:14:27<35:50:23,  3.81s/it]
 27%|██▋       | 12481/46302 [13:14:30<35:50:16,  3.81s/it]
 27%|██▋       | 12482/46302 [13:14:34<35:50:59,  3.82s/it]
 27%|██▋       | 12483/46302 [13:14:38<35:50:34,  3.82s/it]
 27%|██▋       | 12484/46302 [13:14:42<35:50:51,  3.82s/it]
 27%|██▋       | 12485/46302 [13:14:46<35:50:45,  3.82s/it]
 27%|██▋       | 12486/46302 [13:14:50<35:50:52,  3.82s/it]
 27%|██▋       | 12487/46302 [13:14:53<35:50:51,  3.82s/it]
 27%|██▋       | 12488/46302 [13:14:57<35:50:57,  3.82s/it]
 27%|██▋       | 12489/46302 [13:15:01<35:50:24,  3.82s/it]
 27%|██▋       | 12490/46302 [13:15:05<35:50:12,  3.82s/it]
 27%|██▋       | 12491/46302 [13:15:09<35:49:20,  3.81s/it]
 27%|██▋       | 12492/46302 [13:15:12<35:49:24,  3.81s/it]
 27%|██▋       | 12493/46302 [13:15:16<35:49:38,  3.81s/it]
 27%|██▋       | 12494/46302 [13:15:20<35:49:14,  3.81s/it]
 27%|██▋       | 12495/46302 [13:15:24<35:49:01,  3.81s/it]
 27%|██▋       | 12496/46302 [13:15:28<35:48:05,  3.81s/it]
 27%|██▋       | 12497/46302 [13:15:31<35:48:20,  3.81s/it]
 27%|██▋       | 12498/46302 [13:15:35<35:48:42,  3.81s/it]
 27%|██▋       | 12499/46302 [13:15:39<35:48:48,  3.81s/it]
 27%|██▋       | 12500/46302 [13:15:43<35:49:22,  3.82s/it]
                                                           
{'loss': 3.3771, 'learning_rate': 0.0037307403646638115, 'epoch': 0.27}

 27%|██▋       | 12500/46302 [13:15:43<35:49:22,  3.82s/it]
 27%|██▋       | 12501/46302 [13:15:47<35:50:50,  3.82s/it]
 27%|██▋       | 12502/46302 [13:15:51<35:49:54,  3.82s/it]
 27%|██▋       | 12503/46302 [13:15:54<35:49:24,  3.82s/it]
 27%|██▋       | 12504/46302 [13:15:58<35:49:19,  3.82s/it]
 27%|██▋       | 12505/46302 [13:16:02<35:49:45,  3.82s/it]
 27%|██▋       | 12506/46302 [13:16:06<35:49:43,  3.82s/it]
 27%|██▋       | 12507/46302 [13:16:10<35:50:05,  3.82s/it]
 27%|██▋       | 12508/46302 [13:16:13<35:49:52,  3.82s/it]
 27%|██▋       | 12509/46302 [13:16:17<35:49:19,  3.82s/it]
 27%|██▋       | 12510/46302 [13:16:21<35:48:33,  3.81s/it]
 27%|██▋       | 12511/46302 [13:16:25<35:48:46,  3.82s/it]
 27%|██▋       | 12512/46302 [13:16:29<35:48:33,  3.82s/it]
 27%|██▋       | 12513/46302 [13:16:33<35:48:17,  3.81s/it]
 27%|██▋       | 12514/46302 [13:16:36<35:47:47,  3.81s/it]
 27%|██▋       | 12515/46302 [13:16:40<35:47:51,  3.81s/it]
 27%|██▋       | 12516/46302 [13:16:44<35:48:09,  3.81s/it]
 27%|██▋       | 12517/46302 [13:16:48<35:48:15,  3.82s/it]
 27%|██▋       | 12518/46302 [13:16:52<35:47:49,  3.81s/it]
 27%|██▋       | 12519/46302 [13:16:55<35:48:11,  3.82s/it]
 27%|██▋       | 12520/46302 [13:16:59<35:48:09,  3.82s/it]
 27%|██▋       | 12521/46302 [13:17:03<35:48:23,  3.82s/it]
 27%|██▋       | 12522/46302 [13:17:07<35:48:21,  3.82s/it]
 27%|██▋       | 12523/46302 [13:17:11<35:48:32,  3.82s/it]
 27%|██▋       | 12524/46302 [13:17:15<35:48:08,  3.82s/it]
 27%|██▋       | 12525/46302 [13:17:18<35:48:17,  3.82s/it]
 27%|██▋       | 12526/46302 [13:17:22<35:48:16,  3.82s/it]
 27%|██▋       | 12527/46302 [13:17:26<35:47:53,  3.82s/it]
 27%|██▋       | 12528/46302 [13:17:30<35:48:33,  3.82s/it]
 27%|██▋       | 12529/46302 [13:17:34<35:48:39,  3.82s/it]
 27%|██▋       | 12530/46302 [13:17:37<35:48:35,  3.82s/it]
 27%|██▋       | 12531/46302 [13:17:41<35:48:49,  3.82s/it]
 27%|██▋       | 12532/46302 [13:17:45<35:47:38,  3.82s/it]
 27%|██▋       | 12533/46302 [13:17:49<35:46:46,  3.81s/it]
 27%|██▋       | 12534/46302 [13:17:53<35:47:05,  3.82s/it]
 27%|██▋       | 12535/46302 [13:17:57<35:47:26,  3.82s/it]
 27%|██▋       | 12536/46302 [13:18:00<35:47:23,  3.82s/it]
 27%|██▋       | 12537/46302 [13:18:04<35:47:29,  3.82s/it]
 27%|██▋       | 12538/46302 [13:18:08<35:47:50,  3.82s/it]
 27%|██▋       | 12539/46302 [13:18:12<35:47:11,  3.82s/it]
 27%|██▋       | 12540/46302 [13:18:16<35:47:19,  3.82s/it]
 27%|██▋       | 12541/46302 [13:18:19<35:47:35,  3.82s/it]
 27%|██▋       | 12542/46302 [13:18:23<35:46:52,  3.82s/it]
 27%|██▋       | 12543/46302 [13:18:27<35:47:02,  3.82s/it]
 27%|██▋       | 12544/46302 [13:18:31<35:46:37,  3.82s/it]
 27%|██▋       | 12545/46302 [13:18:35<35:46:34,  3.82s/it]
 27%|██▋       | 12546/46302 [13:18:38<35:44:46,  3.81s/it]
 27%|██▋       | 12547/46302 [13:18:42<35:46:08,  3.81s/it]
 27%|██▋       | 12548/46302 [13:18:46<35:46:37,  3.82s/it]
 27%|██▋       | 12549/46302 [13:18:50<35:47:14,  3.82s/it]
 27%|██▋       | 12550/46302 [13:18:54<35:46:25,  3.82s/it]
 27%|██▋       | 12551/46302 [13:18:58<35:46:37,  3.82s/it]
 27%|██▋       | 12552/46302 [13:19:01<35:46:46,  3.82s/it]
 27%|██▋       | 12553/46302 [13:19:05<35:47:04,  3.82s/it]
 27%|██▋       | 12554/46302 [13:19:09<35:47:11,  3.82s/it]
 27%|██▋       | 12555/46302 [13:19:13<35:47:11,  3.82s/it]
 27%|██▋       | 12556/46302 [13:19:17<35:46:14,  3.82s/it]
 27%|██▋       | 12557/46302 [13:19:20<35:45:56,  3.82s/it]
 27%|██▋       | 12558/46302 [13:19:24<35:46:15,  3.82s/it]
 27%|██▋       | 12559/46302 [13:19:28<35:46:26,  3.82s/it]
 27%|██▋       | 12560/46302 [13:19:32<35:46:29,  3.82s/it]
 27%|██▋       | 12561/46302 [13:19:36<35:46:21,  3.82s/it]
 27%|██▋       | 12562/46302 [13:19:40<35:46:38,  3.82s/it]
 27%|██▋       | 12563/46302 [13:19:43<35:46:48,  3.82s/it]
 27%|██▋       | 12564/46302 [13:19:47<35:46:43,  3.82s/it]
 27%|██▋       | 12565/46302 [13:19:51<35:46:00,  3.82s/it]
 27%|██▋       | 12566/46302 [13:19:55<35:45:48,  3.82s/it]
 27%|██▋       | 12567/46302 [13:19:59<35:45:23,  3.82s/it]
 27%|██▋       | 12568/46302 [13:20:02<35:45:27,  3.82s/it]
 27%|██▋       | 12569/46302 [13:20:06<35:46:11,  3.82s/it]
 27%|██▋       | 12570/46302 [13:20:10<35:45:34,  3.82s/it]
 27%|██▋       | 12571/46302 [13:20:14<35:45:52,  3.82s/it]
 27%|██▋       | 12572/46302 [13:20:18<35:46:15,  3.82s/it]
 27%|██▋       | 12573/46302 [13:20:22<35:46:28,  3.82s/it]
 27%|██▋       | 12574/46302 [13:20:25<35:46:13,  3.82s/it]
 27%|██▋       | 12575/46302 [13:20:29<35:46:07,  3.82s/it]
 27%|██▋       | 12576/46302 [13:20:33<35:45:38,  3.82s/it]
 27%|██▋       | 12577/46302 [13:20:37<35:44:59,  3.82s/it]
 27%|██▋       | 12578/46302 [13:20:41<35:45:02,  3.82s/it]
 27%|██▋       | 12579/46302 [13:20:44<35:45:03,  3.82s/it]
 27%|██▋       | 12580/46302 [13:20:48<35:44:32,  3.82s/it]
 27%|██▋       | 12581/46302 [13:20:52<35:44:20,  3.82s/it]
 27%|██▋       | 12582/46302 [13:20:56<35:44:05,  3.82s/it]
 27%|██▋       | 12583/46302 [13:21:00<35:44:03,  3.82s/it]
 27%|██▋       | 12584/46302 [13:21:04<35:44:27,  3.82s/it]
 27%|██▋       | 12585/46302 [13:21:07<35:45:38,  3.82s/it]
 27%|██▋       | 12586/46302 [13:21:11<35:45:23,  3.82s/it]
 27%|██▋       | 12587/46302 [13:21:15<35:46:03,  3.82s/it]
 27%|██▋       | 12588/46302 [13:21:19<35:45:46,  3.82s/it]
 27%|██▋       | 12589/46302 [13:21:23<35:45:24,  3.82s/it]
 27%|██▋       | 12590/46302 [13:21:26<35:45:03,  3.82s/it]
 27%|██▋       | 12591/46302 [13:21:30<35:42:31,  3.81s/it]
 27%|██▋       | 12592/46302 [13:21:34<35:43:10,  3.81s/it]
 27%|██▋       | 12593/46302 [13:21:38<35:44:25,  3.82s/it]
 27%|██▋       | 12594/46302 [13:21:42<35:44:22,  3.82s/it]
 27%|██▋       | 12595/46302 [13:21:45<35:44:15,  3.82s/it]
 27%|██▋       | 12596/46302 [13:21:49<35:43:43,  3.82s/it]
 27%|██▋       | 12597/46302 [13:21:53<35:44:22,  3.82s/it]
 27%|██▋       | 12598/46302 [13:21:57<35:44:32,  3.82s/it]
 27%|██▋       | 12599/46302 [13:22:01<35:44:28,  3.82s/it]
 27%|██▋       | 12600/46302 [13:22:05<35:43:43,  3.82s/it]
 27%|██▋       | 12601/46302 [13:22:08<35:44:26,  3.82s/it]
 27%|██▋       | 12602/46302 [13:22:12<35:43:45,  3.82s/it]
 27%|██▋       | 12603/46302 [13:22:16<35:44:11,  3.82s/it]
 27%|██▋       | 12604/46302 [13:22:20<35:44:35,  3.82s/it]
 27%|██▋       | 12605/46302 [13:22:24<35:44:06,  3.82s/it]
 27%|██▋       | 12606/46302 [13:22:27<35:44:01,  3.82s/it]
 27%|██▋       | 12607/46302 [13:22:31<35:43:36,  3.82s/it]
 27%|██▋       | 12608/46302 [13:22:35<35:43:32,  3.82s/it]
 27%|██▋       | 12609/46302 [13:22:39<35:43:48,  3.82s/it]
 27%|██▋       | 12610/46302 [13:22:43<35:44:25,  3.82s/it]
 27%|██▋       | 12611/46302 [13:22:47<35:44:38,  3.82s/it]
 27%|██▋       | 12612/46302 [13:22:50<35:44:38,  3.82s/it]
 27%|██▋       | 12613/46302 [13:22:54<35:44:44,  3.82s/it]
 27%|██▋       | 12614/46302 [13:22:58<35:43:44,  3.82s/it]
 27%|██▋       | 12615/46302 [13:23:02<35:43:36,  3.82s/it]
 27%|██▋       | 12616/46302 [13:23:06<35:43:36,  3.82s/it]
 27%|██▋       | 12617/46302 [13:23:09<35:43:32,  3.82s/it]
 27%|██▋       | 12618/46302 [13:23:13<35:43:32,  3.82s/it]
 27%|██▋       | 12619/46302 [13:23:17<35:42:58,  3.82s/it]
 27%|██▋       | 12620/46302 [13:23:21<35:43:21,  3.82s/it]
 27%|██▋       | 12621/46302 [13:23:25<35:42:59,  3.82s/it]
 27%|██▋       | 12622/46302 [13:23:29<35:43:14,  3.82s/it]
 27%|██▋       | 12623/46302 [13:23:32<35:43:30,  3.82s/it]
 27%|██▋       | 12624/46302 [13:23:36<35:43:55,  3.82s/it]
 27%|██▋       | 12625/46302 [13:23:40<35:43:01,  3.82s/it]
 27%|██▋       | 12626/46302 [13:23:44<35:43:10,  3.82s/it]
 27%|██▋       | 12627/46302 [13:23:48<35:39:30,  3.81s/it]
 27%|██▋       | 12628/46302 [13:23:51<35:40:32,  3.81s/it]
 27%|██▋       | 12629/46302 [13:23:55<35:41:55,  3.82s/it]
 27%|██▋       | 12630/46302 [13:23:59<35:41:50,  3.82s/it]
 27%|██▋       | 12631/46302 [13:24:03<35:42:58,  3.82s/it]
 27%|██▋       | 12632/46302 [13:24:07<35:43:18,  3.82s/it]
 27%|██▋       | 12633/46302 [13:24:11<35:43:09,  3.82s/it]
 27%|██▋       | 12634/46302 [13:24:14<35:42:53,  3.82s/it]
 27%|██▋       | 12635/46302 [13:24:18<35:42:52,  3.82s/it]
 27%|██▋       | 12636/46302 [13:24:22<35:42:58,  3.82s/it]
 27%|██▋       | 12637/46302 [13:24:26<35:43:13,  3.82s/it]
 27%|██▋       | 12638/46302 [13:24:30<35:43:09,  3.82s/it]
 27%|██▋       | 12639/46302 [13:24:33<35:42:44,  3.82s/it]
 27%|██▋       | 12640/46302 [13:24:37<35:42:47,  3.82s/it]
 27%|██▋       | 12641/46302 [13:24:41<35:42:49,  3.82s/it]
 27%|██▋       | 12642/46302 [13:24:45<35:42:07,  3.82s/it]
 27%|██▋       | 12643/46302 [13:24:49<35:42:31,  3.82s/it]
 27%|██▋       | 12644/46302 [13:24:53<35:42:21,  3.82s/it]
 27%|██▋       | 12645/46302 [13:24:56<35:42:33,  3.82s/it]
 27%|██▋       | 12646/46302 [13:25:00<35:42:22,  3.82s/it]
 27%|██▋       | 12647/46302 [13:25:04<35:42:44,  3.82s/it]
 27%|██▋       | 12648/46302 [13:25:08<35:42:58,  3.82s/it]
 27%|██▋       | 12649/46302 [13:25:12<35:43:02,  3.82s/it]
 27%|██▋       | 12650/46302 [13:25:16<35:42:54,  3.82s/it]
 27%|██▋       | 12651/46302 [13:25:19<35:42:31,  3.82s/it]
 27%|██▋       | 12652/46302 [13:25:23<35:41:10,  3.82s/it]
 27%|██▋       | 12653/46302 [13:25:27<35:41:55,  3.82s/it]
 27%|██▋       | 12654/46302 [13:25:31<35:41:53,  3.82s/it]
 27%|██▋       | 12655/46302 [13:25:35<35:41:39,  3.82s/it]
 27%|██▋       | 12656/46302 [13:25:38<35:41:32,  3.82s/it]
 27%|██▋       | 12657/46302 [13:25:42<35:41:42,  3.82s/it]
 27%|██▋       | 12658/46302 [13:25:46<35:41:32,  3.82s/it]
 27%|██▋       | 12659/46302 [13:25:50<35:41:42,  3.82s/it]
 27%|██▋       | 12660/46302 [13:25:54<35:41:29,  3.82s/it]
 27%|██▋       | 12661/46302 [13:25:58<35:41:32,  3.82s/it]
 27%|██▋       | 12662/46302 [13:26:01<35:41:40,  3.82s/it]
 27%|██▋       | 12663/46302 [13:26:05<35:41:47,  3.82s/it]
 27%|██▋       | 12664/46302 [13:26:09<35:42:11,  3.82s/it]
 27%|██▋       | 12665/46302 [13:26:13<35:42:08,  3.82s/it]
 27%|██▋       | 12666/46302 [13:26:17<35:42:34,  3.82s/it]
 27%|██▋       | 12667/46302 [13:26:20<35:42:56,  3.82s/it]
 27%|██▋       | 12668/46302 [13:26:24<35:43:04,  3.82s/it]
 27%|██▋       | 12669/46302 [13:26:28<35:42:48,  3.82s/it]
 27%|██▋       | 12670/46302 [13:26:32<35:42:31,  3.82s/it]
 27%|██▋       | 12671/46302 [13:26:36<35:42:25,  3.82s/it]
 27%|██▋       | 12672/46302 [13:26:40<35:42:19,  3.82s/it]
 27%|██▋       | 12673/46302 [13:26:43<35:41:24,  3.82s/it]
 27%|██▋       | 12674/46302 [13:26:47<35:41:23,  3.82s/it]
 27%|██▋       | 12675/46302 [13:26:51<35:41:55,  3.82s/it]
 27%|██▋       | 12676/46302 [13:26:55<35:41:54,  3.82s/it]
 27%|██▋       | 12677/46302 [13:26:59<35:42:09,  3.82s/it]
 27%|██▋       | 12678/46302 [13:27:02<35:41:24,  3.82s/it]
 27%|██▋       | 12679/46302 [13:27:06<35:41:29,  3.82s/it]
 27%|██▋       | 12680/46302 [13:27:10<35:40:37,  3.82s/it]
 27%|██▋       | 12681/46302 [13:27:14<35:40:30,  3.82s/it]
 27%|██▋       | 12682/46302 [13:27:18<35:40:25,  3.82s/it]
 27%|██▋       | 12683/46302 [13:27:22<35:39:47,  3.82s/it]
 27%|██▋       | 12684/46302 [13:27:25<35:39:29,  3.82s/it]
 27%|██▋       | 12685/46302 [13:27:29<35:39:39,  3.82s/it]
 27%|██▋       | 12686/46302 [13:27:33<35:40:04,  3.82s/it]
 27%|██▋       | 12687/46302 [13:27:37<35:40:09,  3.82s/it]
 27%|██▋       | 12688/46302 [13:27:41<35:39:18,  3.82s/it]
 27%|██▋       | 12689/46302 [13:27:45<35:39:46,  3.82s/it]
 27%|██▋       | 12690/46302 [13:27:48<35:39:26,  3.82s/it]
 27%|██▋       | 12691/46302 [13:27:52<35:40:13,  3.82s/it]
 27%|██▋       | 12692/46302 [13:27:56<35:39:51,  3.82s/it]
 27%|██▋       | 12693/46302 [13:28:00<35:39:47,  3.82s/it]
 27%|██▋       | 12694/46302 [13:28:04<35:39:46,  3.82s/it]
 27%|██▋       | 12695/46302 [13:28:07<35:39:58,  3.82s/it]
 27%|██▋       | 12696/46302 [13:28:11<35:40:14,  3.82s/it]
 27%|██▋       | 12697/46302 [13:28:15<35:40:10,  3.82s/it]
 27%|██▋       | 12698/46302 [13:28:19<35:40:06,  3.82s/it]
 27%|██▋       | 12699/46302 [13:28:23<35:39:55,  3.82s/it]
 27%|██▋       | 12700/46302 [13:28:27<35:39:50,  3.82s/it]
 27%|██▋       | 12701/46302 [13:28:30<35:39:44,  3.82s/it]
 27%|██▋       | 12702/46302 [13:28:34<35:39:56,  3.82s/it]
 27%|██▋       | 12703/46302 [13:28:38<35:39:46,  3.82s/it]
 27%|██▋       | 12704/46302 [13:28:42<35:39:57,  3.82s/it]
 27%|██▋       | 12705/46302 [13:28:46<35:40:00,  3.82s/it]
 27%|██▋       | 12706/46302 [13:28:49<35:39:41,  3.82s/it]
 27%|██▋       | 12707/46302 [13:28:53<35:39:04,  3.82s/it]
 27%|██▋       | 12708/46302 [13:28:57<35:39:14,  3.82s/it]
 27%|██▋       | 12709/46302 [13:29:01<35:39:23,  3.82s/it]
 27%|██▋       | 12710/46302 [13:29:05<35:39:44,  3.82s/it]
 27%|██▋       | 12711/46302 [13:29:09<35:39:38,  3.82s/it]
 27%|██▋       | 12712/46302 [13:29:12<35:39:33,  3.82s/it]
 27%|██▋       | 12713/46302 [13:29:16<35:39:28,  3.82s/it]
 27%|██▋       | 12714/46302 [13:29:20<35:39:20,  3.82s/it]
 27%|██▋       | 12715/46302 [13:29:24<35:39:05,  3.82s/it]
 27%|██▋       | 12716/46302 [13:29:28<35:38:58,  3.82s/it]
 27%|██▋       | 12717/46302 [13:29:31<35:39:07,  3.82s/it]
 27%|██▋       | 12718/46302 [13:29:35<35:38:43,  3.82s/it]
 27%|██▋       | 12719/46302 [13:29:39<35:38:32,  3.82s/it]
 27%|██▋       | 12720/46302 [13:29:43<35:38:39,  3.82s/it]
 27%|██▋       | 12721/46302 [13:29:47<35:38:28,  3.82s/it]
 27%|██▋       | 12722/46302 [13:29:51<35:38:14,  3.82s/it]
 27%|██▋       | 12723/46302 [13:29:54<35:38:14,  3.82s/it]
 27%|██▋       | 12724/46302 [13:29:58<35:38:41,  3.82s/it]
 27%|██▋       | 12725/46302 [13:30:02<35:37:41,  3.82s/it]
 27%|██▋       | 12726/46302 [13:30:06<35:37:53,  3.82s/it]
 27%|██▋       | 12727/46302 [13:30:10<35:37:56,  3.82s/it]
 27%|██▋       | 12728/46302 [13:30:14<35:38:22,  3.82s/it]
 27%|██▋       | 12729/46302 [13:30:17<35:38:52,  3.82s/it]
 27%|██▋       | 12730/46302 [13:30:21<35:38:00,  3.82s/it]
 27%|██▋       | 12731/46302 [13:30:25<35:38:04,  3.82s/it]
 27%|██▋       | 12732/46302 [13:30:29<35:37:56,  3.82s/it]
 27%|██▋       | 12733/46302 [13:30:33<35:38:02,  3.82s/it]
 28%|██▊       | 12734/46302 [13:30:36<35:37:52,  3.82s/it]
 28%|██▊       | 12735/46302 [13:30:40<35:38:00,  3.82s/it]
 28%|██▊       | 12736/46302 [13:30:44<35:38:03,  3.82s/it]
 28%|██▊       | 12737/46302 [13:30:48<35:38:15,  3.82s/it]
 28%|██▊       | 12738/46302 [13:30:52<35:37:54,  3.82s/it]
 28%|██▊       | 12739/46302 [13:30:56<35:37:53,  3.82s/it]
 28%|██▊       | 12740/46302 [13:30:59<35:38:12,  3.82s/it]
 28%|██▊       | 12741/46302 [13:31:03<35:38:24,  3.82s/it]
 28%|██▊       | 12742/46302 [13:31:07<35:37:51,  3.82s/it]
 28%|██▊       | 12743/46302 [13:31:11<35:37:40,  3.82s/it]
 28%|██▊       | 12744/46302 [13:31:15<35:37:55,  3.82s/it]
 28%|██▊       | 12745/46302 [13:31:19<35:38:22,  3.82s/it]
 28%|██▊       | 12746/46302 [13:31:22<35:38:19,  3.82s/it]
 28%|██▊       | 12747/46302 [13:31:26<35:38:20,  3.82s/it]
 28%|██▊       | 12748/46302 [13:31:30<35:37:48,  3.82s/it]
 28%|██▊       | 12749/46302 [13:31:34<35:37:29,  3.82s/it]
 28%|██▊       | 12750/46302 [13:31:38<35:37:01,  3.82s/it]
 28%|██▊       | 12751/46302 [13:31:41<35:37:17,  3.82s/it]
 28%|██▊       | 12752/46302 [13:31:45<35:37:20,  3.82s/it]
 28%|██▊       | 12753/46302 [13:31:49<35:37:20,  3.82s/it]
 28%|██▊       | 12754/46302 [13:31:53<35:37:33,  3.82s/it]
 28%|██▊       | 12755/46302 [13:31:57<35:37:56,  3.82s/it]
 28%|██▊       | 12756/46302 [13:32:01<35:37:45,  3.82s/it]
 28%|██▊       | 12757/46302 [13:32:04<35:37:56,  3.82s/it]
 28%|██▊       | 12758/46302 [13:32:08<35:37:38,  3.82s/it]
 28%|██▊       | 12759/46302 [13:32:12<35:38:06,  3.82s/it]
 28%|██▊       | 12760/46302 [13:32:16<35:37:39,  3.82s/it]
 28%|██▊       | 12761/46302 [13:32:20<35:37:43,  3.82s/it]
 28%|██▊       | 12762/46302 [13:32:23<35:37:16,  3.82s/it]
 28%|██▊       | 12763/46302 [13:32:27<35:36:38,  3.82s/it]
 28%|██▊       | 12764/46302 [13:32:31<35:36:32,  3.82s/it]
 28%|██▊       | 12765/46302 [13:32:35<35:36:53,  3.82s/it]
 28%|██▊       | 12766/46302 [13:32:39<35:37:07,  3.82s/it]
 28%|██▊       | 12767/46302 [13:32:43<35:37:20,  3.82s/it]
 28%|██▊       | 12768/46302 [13:32:46<35:37:00,  3.82s/it]
 28%|██▊       | 12769/46302 [13:32:50<35:36:32,  3.82s/it]
 28%|██▊       | 12770/46302 [13:32:54<35:36:15,  3.82s/it]
 28%|██▊       | 12771/46302 [13:32:58<35:36:39,  3.82s/it]
 28%|██▊       | 12772/46302 [13:33:02<35:36:52,  3.82s/it]
 28%|██▊       | 12773/46302 [13:33:06<35:36:33,  3.82s/it]
 28%|██▊       | 12774/46302 [13:33:09<35:36:13,  3.82s/it]
 28%|██▊       | 12775/46302 [13:33:13<35:35:28,  3.82s/it]
 28%|██▊       | 12776/46302 [13:33:17<35:35:37,  3.82s/it]
 28%|██▊       | 12777/46302 [13:33:21<35:35:15,  3.82s/it]
 28%|██▊       | 12778/46302 [13:33:25<35:35:34,  3.82s/it]
 28%|██▊       | 12779/46302 [13:33:28<35:35:33,  3.82s/it]
 28%|██▊       | 12780/46302 [13:33:32<35:35:25,  3.82s/it]
 28%|██▊       | 12781/46302 [13:33:36<35:35:33,  3.82s/it]
 28%|██▊       | 12782/46302 [13:33:40<35:35:27,  3.82s/it]
 28%|██▊       | 12783/46302 [13:33:44<35:35:33,  3.82s/it]
 28%|██▊       | 12784/46302 [13:33:48<35:35:52,  3.82s/it]
 28%|██▊       | 12785/46302 [13:33:51<35:36:21,  3.82s/it]
 28%|██▊       | 12786/46302 [13:33:55<35:36:18,  3.82s/it]
 28%|██▊       | 12787/46302 [13:33:59<35:35:39,  3.82s/it]
 28%|██▊       | 12788/46302 [13:34:03<35:35:12,  3.82s/it]
 28%|██▊       | 12789/46302 [13:34:07<35:35:31,  3.82s/it]
 28%|██▊       | 12790/46302 [13:34:11<35:35:23,  3.82s/it]
 28%|██▊       | 12791/46302 [13:34:14<35:35:31,  3.82s/it]
 28%|██▊       | 12792/46302 [13:34:18<35:35:20,  3.82s/it]
 28%|██▊       | 12793/46302 [13:34:22<35:35:02,  3.82s/it]
 28%|██▊       | 12794/46302 [13:34:26<35:35:16,  3.82s/it]
 28%|██▊       | 12795/46302 [13:34:30<35:35:22,  3.82s/it]
 28%|██▊       | 12796/46302 [13:34:33<35:35:14,  3.82s/it]
 28%|██▊       | 12797/46302 [13:34:37<35:35:03,  3.82s/it]
 28%|██▊       | 12798/46302 [13:34:41<35:34:59,  3.82s/it]
 28%|██▊       | 12799/46302 [13:34:45<35:35:12,  3.82s/it]
 28%|██▊       | 12800/46302 [13:34:49<35:34:49,  3.82s/it]
 28%|██▊       | 12801/46302 [13:34:53<35:35:06,  3.82s/it]
 28%|██▊       | 12802/46302 [13:34:56<35:35:15,  3.82s/it]
 28%|██▊       | 12803/46302 [13:35:00<35:34:56,  3.82s/it]
 28%|██▊       | 12804/46302 [13:35:04<35:34:01,  3.82s/it]
 28%|██▊       | 12805/46302 [13:35:08<35:33:25,  3.82s/it]
 28%|██▊       | 12806/46302 [13:35:12<35:33:43,  3.82s/it]
 28%|██▊       | 12807/46302 [13:35:16<35:33:40,  3.82s/it]
 28%|██▊       | 12808/46302 [13:35:19<35:33:52,  3.82s/it]
 28%|██▊       | 12809/46302 [13:35:23<35:34:04,  3.82s/it]
 28%|██▊       | 12810/46302 [13:35:27<35:34:14,  3.82s/it]
 28%|██▊       | 12811/46302 [13:35:31<35:34:15,  3.82s/it]
 28%|██▊       | 12812/46302 [13:35:35<35:33:45,  3.82s/it]
 28%|██▊       | 12813/46302 [13:35:38<35:33:45,  3.82s/it]
 28%|██▊       | 12814/46302 [13:35:42<35:33:49,  3.82s/it]
 28%|██▊       | 12815/46302 [13:35:46<35:33:34,  3.82s/it]
 28%|██▊       | 12816/46302 [13:35:50<35:33:32,  3.82s/it]
 28%|██▊       | 12817/46302 [13:35:54<35:33:35,  3.82s/it]
 28%|██▊       | 12818/46302 [13:35:58<35:32:57,  3.82s/it]
 28%|██▊       | 12819/46302 [13:36:01<35:32:42,  3.82s/it]
 28%|██▊       | 12820/46302 [13:36:05<35:32:34,  3.82s/it]
 28%|██▊       | 12821/46302 [13:36:09<35:32:30,  3.82s/it]
 28%|██▊       | 12822/46302 [13:36:13<35:31:49,  3.82s/it]
 28%|██▊       | 12823/46302 [13:36:17<35:32:08,  3.82s/it]
 28%|██▊       | 12824/46302 [13:36:21<35:31:27,  3.82s/it]
 28%|██▊       | 12825/46302 [13:36:24<35:31:13,  3.82s/it]
 28%|██▊       | 12826/46302 [13:36:28<35:30:55,  3.82s/it]
 28%|██▊       | 12827/46302 [13:36:32<35:31:05,  3.82s/it]
 28%|██▊       | 12828/46302 [13:36:36<35:31:20,  3.82s/it]
 28%|██▊       | 12829/46302 [13:36:40<35:31:13,  3.82s/it]
 28%|██▊       | 12830/46302 [13:36:43<35:31:14,  3.82s/it]
 28%|██▊       | 12831/46302 [13:36:47<35:31:21,  3.82s/it]
 28%|██▊       | 12832/46302 [13:36:51<35:30:51,  3.82s/it]
 28%|██▊       | 12833/46302 [13:36:55<35:31:16,  3.82s/it]
 28%|██▊       | 12834/46302 [13:36:59<35:31:13,  3.82s/it]
 28%|██▊       | 12835/46302 [13:37:03<35:31:06,  3.82s/it]
 28%|██▊       | 12836/46302 [13:37:06<35:31:05,  3.82s/it]
 28%|██▊       | 12837/46302 [13:37:10<35:31:32,  3.82s/it]
 28%|██▊       | 12838/46302 [13:37:14<35:31:13,  3.82s/it]
 28%|██▊       | 12839/46302 [13:37:18<35:31:11,  3.82s/it]
 28%|██▊       | 12840/46302 [13:37:22<35:30:58,  3.82s/it]
 28%|██▊       | 12841/46302 [13:37:25<35:30:53,  3.82s/it]
 28%|██▊       | 12842/46302 [13:37:29<35:30:53,  3.82s/it]
 28%|██▊       | 12843/46302 [13:37:33<35:30:13,  3.82s/it]
 28%|██▊       | 12844/46302 [13:37:37<35:30:23,  3.82s/it]
 28%|██▊       | 12845/46302 [13:37:41<35:30:33,  3.82s/it]
 28%|██▊       | 12846/46302 [13:37:45<35:30:39,  3.82s/it]
 28%|██▊       | 12847/46302 [13:37:48<35:30:39,  3.82s/it]
 28%|██▊       | 12848/46302 [13:37:52<35:30:31,  3.82s/it]
 28%|██▊       | 12849/46302 [13:37:56<35:30:48,  3.82s/it]
 28%|██▊       | 12850/46302 [13:38:00<35:30:35,  3.82s/it]
 28%|██▊       | 12851/46302 [13:38:04<35:30:50,  3.82s/it]
 28%|██▊       | 12852/46302 [13:38:07<35:30:09,  3.82s/it]
 28%|██▊       | 12853/46302 [13:38:11<35:30:19,  3.82s/it]
 28%|██▊       | 12854/46302 [13:38:15<35:29:47,  3.82s/it]
 28%|██▊       | 12855/46302 [13:38:19<35:30:18,  3.82s/it]
 28%|██▊       | 12856/46302 [13:38:23<35:30:10,  3.82s/it]
 28%|██▊       | 12857/46302 [13:38:27<35:30:33,  3.82s/it]
 28%|██▊       | 12858/46302 [13:38:30<35:30:11,  3.82s/it]
 28%|██▊       | 12859/46302 [13:38:34<35:29:43,  3.82s/it]
 28%|██▊       | 12860/46302 [13:38:38<35:29:57,  3.82s/it]
 28%|██▊       | 12861/46302 [13:38:42<35:29:51,  3.82s/it]
 28%|██▊       | 12862/46302 [13:38:46<35:29:35,  3.82s/it]
 28%|██▊       | 12863/46302 [13:38:50<35:29:20,  3.82s/it]
 28%|██▊       | 12864/46302 [13:38:53<35:28:05,  3.82s/it]
 28%|██▊       | 12865/46302 [13:38:57<35:29:02,  3.82s/it]
 28%|██▊       | 12866/46302 [13:39:01<35:28:43,  3.82s/it]
 28%|██▊       | 12867/46302 [13:39:05<35:28:42,  3.82s/it]
 28%|██▊       | 12868/46302 [13:39:09<35:28:51,  3.82s/it]
 28%|██▊       | 12869/46302 [13:39:12<35:28:34,  3.82s/it]
 28%|██▊       | 12870/46302 [13:39:16<35:29:12,  3.82s/it]
 28%|██▊       | 12871/46302 [13:39:20<35:28:46,  3.82s/it]
 28%|██▊       | 12872/46302 [13:39:24<35:29:03,  3.82s/it]
 28%|██▊       | 12873/46302 [13:39:28<35:28:58,  3.82s/it]
 28%|██▊       | 12874/46302 [13:39:32<35:28:35,  3.82s/it]
 28%|██▊       | 12875/46302 [13:39:35<35:29:02,  3.82s/it]
 28%|██▊       | 12876/46302 [13:39:39<35:29:03,  3.82s/it]
 28%|██▊       | 12877/46302 [13:39:43<35:28:59,  3.82s/it]
 28%|██▊       | 12878/46302 [13:39:47<35:28:53,  3.82s/it]
 28%|██▊       | 12879/46302 [13:39:51<35:28:47,  3.82s/it]
 28%|██▊       | 12880/46302 [13:39:54<35:28:14,  3.82s/it]
 28%|██▊       | 12881/46302 [13:39:58<35:28:35,  3.82s/it]
 28%|██▊       | 12882/46302 [13:40:02<35:28:31,  3.82s/it]
 28%|██▊       | 12883/46302 [13:40:06<35:28:24,  3.82s/it]
 28%|██▊       | 12884/46302 [13:40:10<35:27:58,  3.82s/it]
 28%|██▊       | 12885/46302 [13:40:14<35:28:30,  3.82s/it]
 28%|██▊       | 12886/46302 [13:40:17<35:28:47,  3.82s/it]
 28%|██▊       | 12887/46302 [13:40:21<35:28:52,  3.82s/it]
 28%|██▊       | 12888/46302 [13:40:25<35:29:00,  3.82s/it]
 28%|██▊       | 12889/46302 [13:40:29<35:28:18,  3.82s/it]
 28%|██▊       | 12890/46302 [13:40:33<35:28:28,  3.82s/it]
 28%|██▊       | 12891/46302 [13:40:37<35:28:45,  3.82s/it]
 28%|██▊       | 12892/46302 [13:40:40<35:28:17,  3.82s/it]
 28%|██▊       | 12893/46302 [13:40:44<35:27:27,  3.82s/it]
 28%|██▊       | 12894/46302 [13:40:48<35:27:49,  3.82s/it]
 28%|██▊       | 12895/46302 [13:40:52<35:28:44,  3.82s/it]
 28%|██▊       | 12896/46302 [13:40:56<35:28:44,  3.82s/it]
 28%|██▊       | 12897/46302 [13:40:59<35:28:59,  3.82s/it]
 28%|██▊       | 12898/46302 [13:41:03<35:28:37,  3.82s/it]
 28%|██▊       | 12899/46302 [13:41:07<35:28:03,  3.82s/it]
 28%|██▊       | 12900/46302 [13:41:11<35:27:53,  3.82s/it]
 28%|██▊       | 12901/46302 [13:41:15<35:27:19,  3.82s/it]
 28%|██▊       | 12902/46302 [13:41:19<35:27:19,  3.82s/it]
 28%|██▊       | 12903/46302 [13:41:22<35:26:42,  3.82s/it]
 28%|██▊       | 12904/46302 [13:41:26<35:26:35,  3.82s/it]
 28%|██▊       | 12905/46302 [13:41:30<35:26:51,  3.82s/it]
 28%|██▊       | 12906/46302 [13:41:34<35:26:31,  3.82s/it]
 28%|██▊       | 12907/46302 [13:41:38<35:26:38,  3.82s/it]
 28%|██▊       | 12908/46302 [13:41:41<35:26:24,  3.82s/it]
 28%|██▊       | 12909/46302 [13:41:45<35:26:45,  3.82s/it]
 28%|██▊       | 12910/46302 [13:41:49<35:27:12,  3.82s/it]
 28%|██▊       | 12911/46302 [13:41:53<35:27:14,  3.82s/it]
 28%|██▊       | 12912/46302 [13:41:57<35:26:41,  3.82s/it]
 28%|██▊       | 12913/46302 [13:42:01<35:26:59,  3.82s/it]
 28%|██▊       | 12914/46302 [13:42:04<35:26:41,  3.82s/it]
 28%|██▊       | 12915/46302 [13:42:08<35:26:45,  3.82s/it]
 28%|██▊       | 12916/46302 [13:42:12<35:26:14,  3.82s/it]
 28%|██▊       | 12917/46302 [13:42:16<35:26:14,  3.82s/it]
 28%|██▊       | 12918/46302 [13:42:20<35:25:24,  3.82s/it]
 28%|██▊       | 12919/46302 [13:42:24<35:25:01,  3.82s/it]
 28%|██▊       | 12920/46302 [13:42:27<35:25:09,  3.82s/it]
 28%|██▊       | 12921/46302 [13:42:31<35:25:25,  3.82s/it]
 28%|██▊       | 12922/46302 [13:42:35<35:25:59,  3.82s/it]
 28%|██▊       | 12923/46302 [13:42:39<35:26:07,  3.82s/it]
 28%|██▊       | 12924/46302 [13:42:43<35:25:31,  3.82s/it]
 28%|██▊       | 12925/46302 [13:42:46<35:25:21,  3.82s/it]
 28%|██▊       | 12926/46302 [13:42:50<35:25:18,  3.82s/it]
 28%|██▊       | 12927/46302 [13:42:54<35:25:01,  3.82s/it]
 28%|██▊       | 12928/46302 [13:42:58<35:25:09,  3.82s/it]
 28%|██▊       | 12929/46302 [13:43:02<35:25:13,  3.82s/it]
 28%|██▊       | 12930/46302 [13:43:06<35:24:47,  3.82s/it]
 28%|██▊       | 12931/46302 [13:43:09<35:24:13,  3.82s/it]
 28%|██▊       | 12932/46302 [13:43:13<35:24:24,  3.82s/it]
 28%|██▊       | 12933/46302 [13:43:17<35:24:22,  3.82s/it]
 28%|██▊       | 12934/46302 [13:43:21<35:24:30,  3.82s/it]
 28%|██▊       | 12935/46302 [13:43:25<35:25:01,  3.82s/it]
 28%|██▊       | 12936/46302 [13:43:28<35:25:06,  3.82s/it]
 28%|██▊       | 12937/46302 [13:43:32<35:25:03,  3.82s/it]
 28%|██▊       | 12938/46302 [13:43:36<35:24:37,  3.82s/it]
 28%|██▊       | 12939/46302 [13:43:40<35:25:07,  3.82s/it]
 28%|██▊       | 12940/46302 [13:43:44<35:24:12,  3.82s/it]
 28%|██▊       | 12941/46302 [13:43:48<35:23:54,  3.82s/it]
 28%|██▊       | 12942/46302 [13:43:51<35:24:06,  3.82s/it]
 28%|██▊       | 12943/46302 [13:43:55<35:24:26,  3.82s/it]
 28%|██▊       | 12944/46302 [13:43:59<35:24:24,  3.82s/it]
 28%|██▊       | 12945/46302 [13:44:03<35:24:05,  3.82s/it]
 28%|██▊       | 12946/46302 [13:44:07<35:23:50,  3.82s/it]
 28%|██▊       | 12947/46302 [13:44:11<35:23:54,  3.82s/it]
 28%|██▊       | 12948/46302 [13:44:14<35:23:24,  3.82s/it]
 28%|██▊       | 12949/46302 [13:44:18<35:23:24,  3.82s/it]
 28%|██▊       | 12950/46302 [13:44:22<35:23:17,  3.82s/it]
 28%|██▊       | 12951/46302 [13:44:26<35:23:05,  3.82s/it]
 28%|██▊       | 12952/46302 [13:44:30<35:22:36,  3.82s/it]
 28%|██▊       | 12953/46302 [13:44:33<35:23:10,  3.82s/it]
 28%|██▊       | 12954/46302 [13:44:37<35:23:49,  3.82s/it]
 28%|██▊       | 12955/46302 [13:44:41<35:23:55,  3.82s/it]
 28%|██▊       | 12956/46302 [13:44:45<35:24:07,  3.82s/it]
 28%|██▊       | 12957/46302 [13:44:49<35:24:07,  3.82s/it]
 28%|██▊       | 12958/46302 [13:44:53<35:23:44,  3.82s/it]
 28%|██▊       | 12959/46302 [13:44:56<35:24:13,  3.82s/it]
 28%|██▊       | 12960/46302 [13:45:00<35:24:13,  3.82s/it]
 28%|██▊       | 12961/46302 [13:45:04<35:23:51,  3.82s/it]
 28%|██▊       | 12962/46302 [13:45:08<35:23:15,  3.82s/it]
 28%|██▊       | 12963/46302 [13:45:12<35:22:52,  3.82s/it]
 28%|██▊       | 12964/46302 [13:45:15<35:22:42,  3.82s/it]
 28%|██▊       | 12965/46302 [13:45:19<35:23:17,  3.82s/it]
 28%|██▊       | 12966/46302 [13:45:23<35:23:16,  3.82s/it]
 28%|██▊       | 12967/46302 [13:45:27<35:23:33,  3.82s/it]
 28%|██▊       | 12968/46302 [13:45:31<35:23:42,  3.82s/it]
 28%|██▊       | 12969/46302 [13:45:35<35:23:54,  3.82s/it]
 28%|██▊       | 12970/46302 [13:45:38<35:23:25,  3.82s/it]
 28%|██▊       | 12971/46302 [13:45:42<35:23:38,  3.82s/it]
 28%|██▊       | 12972/46302 [13:45:46<35:23:32,  3.82s/it]
 28%|██▊       | 12973/46302 [13:45:50<35:22:53,  3.82s/it]
 28%|██▊       | 12974/46302 [13:45:54<35:22:23,  3.82s/it]
 28%|██▊       | 12975/46302 [13:45:57<35:22:27,  3.82s/it]
 28%|██▊       | 12976/46302 [13:46:01<35:22:38,  3.82s/it]
 28%|██▊       | 12977/46302 [13:46:05<35:22:14,  3.82s/it]
 28%|██▊       | 12978/46302 [13:46:09<35:22:03,  3.82s/it]
 28%|██▊       | 12979/46302 [13:46:13<35:22:36,  3.82s/it]
 28%|██▊       | 12980/46302 [13:46:17<35:22:46,  3.82s/it]
 28%|██▊       | 12981/46302 [13:46:20<35:22:46,  3.82s/it]
 28%|██▊       | 12982/46302 [13:46:24<35:22:54,  3.82s/it]
 28%|██▊       | 12983/46302 [13:46:28<35:23:00,  3.82s/it]
 28%|██▊       | 12984/46302 [13:46:32<35:22:01,  3.82s/it]
 28%|██▊       | 12985/46302 [13:46:36<35:22:04,  3.82s/it]
 28%|██▊       | 12986/46302 [13:46:40<35:22:12,  3.82s/it]
 28%|██▊       | 12987/46302 [13:46:43<35:22:19,  3.82s/it]
 28%|██▊       | 12988/46302 [13:46:47<35:21:36,  3.82s/it]
 28%|██▊       | 12989/46302 [13:46:51<35:21:23,  3.82s/it]
 28%|██▊       | 12990/46302 [13:46:55<35:22:05,  3.82s/it]
 28%|██▊       | 12991/46302 [13:46:59<35:21:47,  3.82s/it]
 28%|██▊       | 12992/46302 [13:47:02<35:22:01,  3.82s/it]
 28%|██▊       | 12993/46302 [13:47:06<35:22:10,  3.82s/it]
 28%|██▊       | 12994/46302 [13:47:10<35:22:14,  3.82s/it]
 28%|██▊       | 12995/46302 [13:47:14<35:22:14,  3.82s/it]
 28%|██▊       | 12996/46302 [13:47:18<35:21:31,  3.82s/it]
 28%|██▊       | 12997/46302 [13:47:22<35:21:35,  3.82s/it]
 28%|██▊       | 12998/46302 [13:47:25<35:21:20,  3.82s/it]
 28%|██▊       | 12999/46302 [13:47:29<35:21:36,  3.82s/it]
 28%|██▊       | 13000/46302 [13:47:33<35:20:55,  3.82s/it]
                                                           
{'loss': 3.3711, 'learning_rate': 0.003675555163127456, 'epoch': 0.28}

 28%|██▊       | 13000/46302 [13:47:33<35:20:55,  3.82s/it]
 28%|██▊       | 13001/46302 [13:47:37<35:21:07,  3.82s/it]
 28%|██▊       | 13002/46302 [13:47:41<35:21:03,  3.82s/it]
 28%|██▊       | 13003/46302 [13:47:45<35:18:28,  3.82s/it]
 28%|██▊       | 13004/46302 [13:47:48<35:19:17,  3.82s/it]
 28%|██▊       | 13005/46302 [13:47:52<35:19:50,  3.82s/it]
 28%|██▊       | 13006/46302 [13:47:56<35:20:05,  3.82s/it]
 28%|██▊       | 13007/46302 [13:48:00<35:20:23,  3.82s/it]
 28%|██▊       | 13008/46302 [13:48:04<35:20:32,  3.82s/it]
 28%|██▊       | 13009/46302 [13:48:07<35:20:31,  3.82s/it]
 28%|██▊       | 13010/46302 [13:48:11<35:19:57,  3.82s/it]
 28%|██▊       | 13011/46302 [13:48:15<35:20:15,  3.82s/it]
 28%|██▊       | 13012/46302 [13:48:19<35:20:23,  3.82s/it]
 28%|██▊       | 13013/46302 [13:48:23<35:20:13,  3.82s/it]
 28%|██▊       | 13014/46302 [13:48:27<35:18:50,  3.82s/it]
 28%|██▊       | 13015/46302 [13:48:30<35:19:05,  3.82s/it]
 28%|██▊       | 13016/46302 [13:48:34<35:19:08,  3.82s/it]
 28%|██▊       | 13017/46302 [13:48:38<35:19:06,  3.82s/it]
 28%|██▊       | 13018/46302 [13:48:42<35:18:26,  3.82s/it]
 28%|██▊       | 13019/46302 [13:48:46<35:18:06,  3.82s/it]
 28%|██▊       | 13020/46302 [13:48:49<35:19:03,  3.82s/it]
 28%|██▊       | 13021/46302 [13:48:53<35:18:34,  3.82s/it]
 28%|██▊       | 13022/46302 [13:48:57<35:18:45,  3.82s/it]
 28%|██▊       | 13023/46302 [13:49:01<35:18:54,  3.82s/it]
 28%|██▊       | 13024/46302 [13:49:05<35:18:46,  3.82s/it]
 28%|██▊       | 13025/46302 [13:49:09<35:18:26,  3.82s/it]
 28%|██▊       | 13026/46302 [13:49:12<35:16:25,  3.82s/it]
 28%|██▊       | 13027/46302 [13:49:16<35:16:44,  3.82s/it]
 28%|██▊       | 13028/46302 [13:49:20<35:16:52,  3.82s/it]
 28%|██▊       | 13029/46302 [13:49:24<35:17:06,  3.82s/it]
 28%|██▊       | 13030/46302 [13:49:28<35:16:59,  3.82s/it]
 28%|██▊       | 13031/46302 [13:49:31<35:17:42,  3.82s/it]
 28%|██▊       | 13032/46302 [13:49:35<35:18:01,  3.82s/it]
 28%|██▊       | 13033/46302 [13:49:39<35:18:33,  3.82s/it]
 28%|██▊       | 13034/46302 [13:49:43<35:18:08,  3.82s/it]
 28%|██▊       | 13035/46302 [13:49:47<35:17:44,  3.82s/it]
 28%|██▊       | 13036/46302 [13:49:51<35:17:55,  3.82s/it]
 28%|██▊       | 13037/46302 [13:49:54<35:18:39,  3.82s/it]
 28%|██▊       | 13038/46302 [13:49:58<35:18:31,  3.82s/it]
 28%|██▊       | 13039/46302 [13:50:02<35:18:08,  3.82s/it]
 28%|██▊       | 13040/46302 [13:50:06<35:17:10,  3.82s/it]
 28%|██▊       | 13041/46302 [13:50:10<35:17:42,  3.82s/it]
 28%|██▊       | 13042/46302 [13:50:13<35:17:12,  3.82s/it]
 28%|██▊       | 13043/46302 [13:50:17<35:17:05,  3.82s/it]
 28%|██▊       | 13044/46302 [13:50:21<35:16:28,  3.82s/it]
 28%|██▊       | 13045/46302 [13:50:25<35:16:46,  3.82s/it]
 28%|██▊       | 13046/46302 [13:50:29<35:17:30,  3.82s/it]
 28%|██▊       | 13047/46302 [13:50:33<35:17:22,  3.82s/it]
 28%|██▊       | 13048/46302 [13:50:36<35:17:53,  3.82s/it]
 28%|██▊       | 13049/46302 [13:50:40<35:18:34,  3.82s/it]
 28%|██▊       | 13050/46302 [13:50:44<35:18:24,  3.82s/it]
 28%|██▊       | 13051/46302 [13:50:48<35:17:39,  3.82s/it]
 28%|██▊       | 13052/46302 [13:50:52<35:17:31,  3.82s/it]
 28%|██▊       | 13053/46302 [13:50:56<35:16:56,  3.82s/it]
 28%|██▊       | 13054/46302 [13:50:59<35:17:21,  3.82s/it]
 28%|██▊       | 13055/46302 [13:51:03<35:17:15,  3.82s/it]
 28%|██▊       | 13056/46302 [13:51:07<35:16:50,  3.82s/it]
 28%|██▊       | 13057/46302 [13:51:11<35:16:01,  3.82s/it]
 28%|██▊       | 13058/46302 [13:51:15<35:15:50,  3.82s/it]
 28%|██▊       | 13059/46302 [13:51:18<35:15:44,  3.82s/it]
 28%|██▊       | 13060/46302 [13:51:22<35:15:36,  3.82s/it]
 28%|██▊       | 13061/46302 [13:51:26<35:15:33,  3.82s/it]
 28%|██▊       | 13062/46302 [13:51:30<35:15:58,  3.82s/it]
 28%|██▊       | 13063/46302 [13:51:34<35:16:24,  3.82s/it]
 28%|██▊       | 13064/46302 [13:51:38<35:16:42,  3.82s/it]
 28%|██▊       | 13065/46302 [13:51:41<35:15:45,  3.82s/it]
 28%|██▊       | 13066/46302 [13:51:45<35:15:52,  3.82s/it]
 28%|██▊       | 13067/46302 [13:51:49<35:15:12,  3.82s/it]
 28%|██▊       | 13068/46302 [13:51:53<35:15:36,  3.82s/it]
 28%|██▊       | 13069/46302 [13:51:57<35:15:03,  3.82s/it]
 28%|██▊       | 13070/46302 [13:52:00<35:15:51,  3.82s/it]
 28%|██▊       | 13071/46302 [13:52:04<35:16:18,  3.82s/it]
 28%|██▊       | 13072/46302 [13:52:08<35:15:56,  3.82s/it]
 28%|██▊       | 13073/46302 [13:52:12<35:15:19,  3.82s/it]
 28%|██▊       | 13074/46302 [13:52:16<35:15:40,  3.82s/it]
 28%|██▊       | 13075/46302 [13:52:20<35:14:34,  3.82s/it]
 28%|██▊       | 13076/46302 [13:52:23<35:14:56,  3.82s/it]
 28%|██▊       | 13077/46302 [13:52:27<35:14:16,  3.82s/it]
 28%|██▊       | 13078/46302 [13:52:31<35:14:08,  3.82s/it]
 28%|██▊       | 13079/46302 [13:52:35<35:13:01,  3.82s/it]
 28%|██▊       | 13080/46302 [13:52:39<35:12:37,  3.82s/it]
 28%|██▊       | 13081/46302 [13:52:42<35:11:55,  3.81s/it]
 28%|██▊       | 13082/46302 [13:52:46<35:12:12,  3.81s/it]
 28%|██▊       | 13083/46302 [13:52:50<35:12:30,  3.82s/it]
 28%|██▊       | 13084/46302 [13:52:54<35:13:00,  3.82s/it]
 28%|██▊       | 13085/46302 [13:52:58<35:12:37,  3.82s/it]
 28%|██▊       | 13086/46302 [13:53:02<35:12:51,  3.82s/it]
 28%|██▊       | 13087/46302 [13:53:05<35:13:05,  3.82s/it]
 28%|██▊       | 13088/46302 [13:53:09<35:13:26,  3.82s/it]
 28%|██▊       | 13089/46302 [13:53:13<35:12:38,  3.82s/it]
 28%|██▊       | 13090/46302 [13:53:17<35:12:27,  3.82s/it]
 28%|██▊       | 13091/46302 [13:53:21<35:12:07,  3.82s/it]
 28%|██▊       | 13092/46302 [13:53:24<35:12:00,  3.82s/it]
 28%|██▊       | 13093/46302 [13:53:28<35:12:04,  3.82s/it]
 28%|██▊       | 13094/46302 [13:53:32<35:12:24,  3.82s/it]
 28%|██▊       | 13095/46302 [13:53:36<35:12:07,  3.82s/it]
 28%|██▊       | 13096/46302 [13:53:40<35:12:03,  3.82s/it]
 28%|██▊       | 13097/46302 [13:53:43<35:12:00,  3.82s/it]
 28%|██▊       | 13098/46302 [13:53:47<35:11:56,  3.82s/it]
 28%|██▊       | 13099/46302 [13:53:51<35:12:10,  3.82s/it]
 28%|██▊       | 13100/46302 [13:53:55<35:12:24,  3.82s/it]
 28%|██▊       | 13101/46302 [13:53:59<35:12:43,  3.82s/it]
 28%|██▊       | 13102/46302 [13:54:03<35:12:41,  3.82s/it]
 28%|██▊       | 13103/46302 [13:54:06<35:11:33,  3.82s/it]
 28%|██▊       | 13104/46302 [13:54:10<35:11:42,  3.82s/it]
 28%|██▊       | 13105/46302 [13:54:14<35:11:45,  3.82s/it]
 28%|██▊       | 13106/46302 [13:54:18<35:11:36,  3.82s/it]
 28%|██▊       | 13107/46302 [13:54:22<35:11:38,  3.82s/it]
 28%|██▊       | 13108/46302 [13:54:25<35:11:47,  3.82s/it]
 28%|██▊       | 13109/46302 [13:54:29<35:11:15,  3.82s/it]
 28%|██▊       | 13110/46302 [13:54:33<35:11:16,  3.82s/it]
 28%|██▊       | 13111/46302 [13:54:37<35:11:29,  3.82s/it]
 28%|██▊       | 13112/46302 [13:54:41<35:11:30,  3.82s/it]
 28%|██▊       | 13113/46302 [13:54:45<35:12:01,  3.82s/it]
 28%|██▊       | 13114/46302 [13:54:48<35:11:46,  3.82s/it]
 28%|██▊       | 13115/46302 [13:54:52<35:11:14,  3.82s/it]
 28%|██▊       | 13116/46302 [13:54:56<35:11:12,  3.82s/it]
 28%|██▊       | 13117/46302 [13:55:00<35:10:53,  3.82s/it]
 28%|██▊       | 13118/46302 [13:55:04<35:10:47,  3.82s/it]
 28%|██▊       | 13119/46302 [13:55:07<35:10:35,  3.82s/it]
 28%|██▊       | 13120/46302 [13:55:11<35:11:10,  3.82s/it]
 28%|██▊       | 13121/46302 [13:55:15<35:11:32,  3.82s/it]
 28%|██▊       | 13122/46302 [13:55:19<35:11:06,  3.82s/it]
 28%|██▊       | 13123/46302 [13:55:23<35:10:33,  3.82s/it]
 28%|██▊       | 13124/46302 [13:55:27<35:11:36,  3.82s/it]
 28%|██▊       | 13125/46302 [13:55:30<35:10:24,  3.82s/it]
 28%|██▊       | 13126/46302 [13:55:34<35:10:28,  3.82s/it]
 28%|██▊       | 13127/46302 [13:55:38<35:10:17,  3.82s/it]
 28%|██▊       | 13128/46302 [13:55:42<35:10:55,  3.82s/it]
 28%|██▊       | 13129/46302 [13:55:46<35:10:51,  3.82s/it]
 28%|██▊       | 13130/46302 [13:55:49<35:10:24,  3.82s/it]
 28%|██▊       | 13131/46302 [13:55:53<35:10:33,  3.82s/it]
 28%|██▊       | 13132/46302 [13:55:57<35:10:54,  3.82s/it]
 28%|██▊       | 13133/46302 [13:56:01<35:11:09,  3.82s/it]
 28%|██▊       | 13134/46302 [13:56:05<35:11:07,  3.82s/it]
 28%|██▊       | 13135/46302 [13:56:09<35:10:35,  3.82s/it]
 28%|██▊       | 13136/46302 [13:56:12<35:10:24,  3.82s/it]
 28%|██▊       | 13137/46302 [13:56:16<35:10:55,  3.82s/it]
 28%|██▊       | 13138/46302 [13:56:20<35:11:12,  3.82s/it]
 28%|██▊       | 13139/46302 [13:56:24<35:10:46,  3.82s/it]
 28%|██▊       | 13140/46302 [13:56:28<35:10:41,  3.82s/it]
 28%|██▊       | 13141/46302 [13:56:31<35:10:56,  3.82s/it]
 28%|██▊       | 13142/46302 [13:56:35<35:10:38,  3.82s/it]
 28%|██▊       | 13143/46302 [13:56:39<35:10:15,  3.82s/it]
 28%|██▊       | 13144/46302 [13:56:43<35:09:42,  3.82s/it]
 28%|██▊       | 13145/46302 [13:56:47<35:09:15,  3.82s/it]
 28%|██▊       | 13146/46302 [13:56:51<35:09:03,  3.82s/it]
 28%|██▊       | 13147/46302 [13:56:54<35:09:12,  3.82s/it]
 28%|██▊       | 13148/46302 [13:56:58<35:09:43,  3.82s/it]
 28%|██▊       | 13149/46302 [13:57:02<35:09:40,  3.82s/it]
 28%|██▊       | 13150/46302 [13:57:06<35:10:13,  3.82s/it]
 28%|██▊       | 13151/46302 [13:57:10<35:09:47,  3.82s/it]
 28%|██▊       | 13152/46302 [13:57:13<35:10:34,  3.82s/it]
 28%|██▊       | 13153/46302 [13:57:17<35:09:54,  3.82s/it]
 28%|██▊       | 13154/46302 [13:57:21<35:09:21,  3.82s/it]
 28%|██▊       | 13155/46302 [13:57:25<35:09:34,  3.82s/it]
 28%|██▊       | 13156/46302 [13:57:29<35:10:08,  3.82s/it]
 28%|██▊       | 13157/46302 [13:57:33<35:10:35,  3.82s/it]
 28%|██▊       | 13158/46302 [13:57:36<35:10:00,  3.82s/it]
 28%|██▊       | 13159/46302 [13:57:40<35:09:49,  3.82s/it]
 28%|██▊       | 13160/46302 [13:57:44<35:09:47,  3.82s/it]
 28%|██▊       | 13161/46302 [13:57:48<35:09:14,  3.82s/it]
 28%|██▊       | 13162/46302 [13:57:52<35:08:42,  3.82s/it]
 28%|██▊       | 13163/46302 [13:57:55<35:07:06,  3.82s/it]
 28%|██▊       | 13164/46302 [13:57:59<35:07:06,  3.82s/it]
 28%|██▊       | 13165/46302 [13:58:03<35:07:27,  3.82s/it]
 28%|██▊       | 13166/46302 [13:58:07<35:07:53,  3.82s/it]
 28%|██▊       | 13167/46302 [13:58:11<35:08:20,  3.82s/it]
 28%|██▊       | 13168/46302 [13:58:15<35:08:01,  3.82s/it]
 28%|██▊       | 13169/46302 [13:58:18<35:07:47,  3.82s/it]
 28%|██▊       | 13170/46302 [13:58:22<35:07:59,  3.82s/it]
 28%|██▊       | 13171/46302 [13:58:26<35:07:56,  3.82s/it]
 28%|██▊       | 13172/46302 [13:58:30<35:08:35,  3.82s/it]
 28%|██▊       | 13173/46302 [13:58:34<35:09:05,  3.82s/it]
 28%|██▊       | 13174/46302 [13:58:37<35:08:27,  3.82s/it]
 28%|██▊       | 13175/46302 [13:58:41<35:07:36,  3.82s/it]
 28%|██▊       | 13176/46302 [13:58:45<35:08:03,  3.82s/it]
 28%|██▊       | 13177/46302 [13:58:49<35:07:28,  3.82s/it]
 28%|██▊       | 13178/46302 [13:58:53<35:07:08,  3.82s/it]
 28%|██▊       | 13179/46302 [13:58:57<35:06:40,  3.82s/it]
 28%|██▊       | 13180/46302 [13:59:00<35:06:48,  3.82s/it]
 28%|██▊       | 13181/46302 [13:59:04<35:06:42,  3.82s/it]
 28%|██▊       | 13182/46302 [13:59:08<35:06:20,  3.82s/it]
 28%|██▊       | 13183/46302 [13:59:12<35:06:09,  3.82s/it]
 28%|██▊       | 13184/46302 [13:59:16<35:05:52,  3.82s/it]
 28%|██▊       | 13185/46302 [13:59:19<35:06:13,  3.82s/it]
 28%|██▊       | 13186/46302 [13:59:23<35:06:03,  3.82s/it]
 28%|██▊       | 13187/46302 [13:59:27<35:06:37,  3.82s/it]
 28%|██▊       | 13188/46302 [13:59:31<35:06:32,  3.82s/it]
 28%|██▊       | 13189/46302 [13:59:35<35:06:12,  3.82s/it]
 28%|██▊       | 13190/46302 [13:59:39<35:06:25,  3.82s/it]
 28%|██▊       | 13191/46302 [13:59:42<35:07:06,  3.82s/it]
 28%|██▊       | 13192/46302 [13:59:46<35:07:04,  3.82s/it]
 28%|██▊       | 13193/46302 [13:59:50<35:06:19,  3.82s/it]
 28%|██▊       | 13194/46302 [13:59:54<35:06:07,  3.82s/it]
 28%|██▊       | 13195/46302 [13:59:58<35:06:38,  3.82s/it]
 28%|██▊       | 13196/46302 [14:00:01<35:07:05,  3.82s/it]
 29%|██▊       | 13197/46302 [14:00:05<35:06:25,  3.82s/it]
 29%|██▊       | 13198/46302 [14:00:09<35:06:22,  3.82s/it]
 29%|██▊       | 13199/46302 [14:00:13<35:05:57,  3.82s/it]
 29%|██▊       | 13200/46302 [14:00:17<35:06:00,  3.82s/it]
 29%|██▊       | 13201/46302 [14:00:21<35:06:02,  3.82s/it]
 29%|██▊       | 13202/46302 [14:00:24<35:05:31,  3.82s/it]
 29%|██▊       | 13203/46302 [14:00:28<35:05:50,  3.82s/it]
 29%|██▊       | 13204/46302 [14:00:32<35:06:19,  3.82s/it]
 29%|██▊       | 13205/46302 [14:00:36<35:05:44,  3.82s/it]
 29%|██▊       | 13206/46302 [14:00:40<35:05:25,  3.82s/it]
 29%|██▊       | 13207/46302 [14:00:43<35:05:37,  3.82s/it]
 29%|██▊       | 13208/46302 [14:00:47<35:05:34,  3.82s/it]
 29%|██▊       | 13209/46302 [14:00:51<35:05:29,  3.82s/it]
 29%|██▊       | 13210/46302 [14:00:55<35:06:08,  3.82s/it]
 29%|██▊       | 13211/46302 [14:00:59<35:06:30,  3.82s/it]
 29%|██▊       | 13212/46302 [14:01:03<35:07:22,  3.82s/it]
 29%|██▊       | 13213/46302 [14:01:06<35:07:00,  3.82s/it]
 29%|██▊       | 13214/46302 [14:01:10<35:06:52,  3.82s/it]
 29%|██▊       | 13215/46302 [14:01:14<35:07:11,  3.82s/it]
 29%|██▊       | 13216/46302 [14:01:18<35:07:05,  3.82s/it]
 29%|██▊       | 13217/46302 [14:01:22<35:06:48,  3.82s/it]
 29%|██▊       | 13218/46302 [14:01:25<35:06:34,  3.82s/it]
 29%|██▊       | 13219/46302 [14:01:29<35:06:17,  3.82s/it]
 29%|██▊       | 13220/46302 [14:01:33<35:06:03,  3.82s/it]
 29%|██▊       | 13221/46302 [14:01:37<35:05:43,  3.82s/it]
 29%|██▊       | 13222/46302 [14:01:41<35:06:21,  3.82s/it]
 29%|██▊       | 13223/46302 [14:01:45<35:06:26,  3.82s/it]
 29%|██▊       | 13224/46302 [14:01:48<35:07:08,  3.82s/it]
 29%|██▊       | 13225/46302 [14:01:52<35:06:38,  3.82s/it]
 29%|██▊       | 13226/46302 [14:01:56<35:05:45,  3.82s/it]
 29%|██▊       | 13227/46302 [14:02:00<35:04:20,  3.82s/it]
 29%|██▊       | 13228/46302 [14:02:04<35:05:44,  3.82s/it]
 29%|██▊       | 13229/46302 [14:02:07<35:05:05,  3.82s/it]
 29%|██▊       | 13230/46302 [14:02:11<35:05:56,  3.82s/it]
 29%|██▊       | 13231/46302 [14:02:15<35:06:17,  3.82s/it]
 29%|██▊       | 13232/46302 [14:02:19<35:05:52,  3.82s/it]
 29%|██▊       | 13233/46302 [14:02:23<35:05:34,  3.82s/it]
 29%|██▊       | 13234/46302 [14:02:27<35:05:51,  3.82s/it]
 29%|██▊       | 13235/46302 [14:02:30<35:05:11,  3.82s/it]
 29%|██▊       | 13236/46302 [14:02:34<35:05:12,  3.82s/it]
 29%|██▊       | 13237/46302 [14:02:38<35:04:55,  3.82s/it]
 29%|██▊       | 13238/46302 [14:02:42<35:04:41,  3.82s/it]
 29%|██▊       | 13239/46302 [14:02:46<35:04:34,  3.82s/it]
 29%|██▊       | 13240/46302 [14:02:49<35:04:16,  3.82s/it]
 29%|██▊       | 13241/46302 [14:02:53<35:04:35,  3.82s/it]
 29%|██▊       | 13242/46302 [14:02:57<35:04:59,  3.82s/it]
 29%|██▊       | 13243/46302 [14:03:01<35:03:21,  3.82s/it]
 29%|██▊       | 13244/46302 [14:03:05<35:02:50,  3.82s/it]
 29%|██▊       | 13245/46302 [14:03:09<35:03:39,  3.82s/it]
 29%|██▊       | 13246/46302 [14:03:12<35:03:36,  3.82s/it]
 29%|██▊       | 13247/46302 [14:03:16<35:03:23,  3.82s/it]
 29%|██▊       | 13248/46302 [14:03:20<35:01:18,  3.81s/it]
 29%|██▊       | 13249/46302 [14:03:24<35:01:57,  3.82s/it]
 29%|██▊       | 13250/46302 [14:03:28<35:03:09,  3.82s/it]
 29%|██▊       | 13251/46302 [14:03:31<35:03:15,  3.82s/it]
 29%|██▊       | 13252/46302 [14:03:35<35:03:29,  3.82s/it]
 29%|██▊       | 13253/46302 [14:03:39<35:03:55,  3.82s/it]
 29%|██▊       | 13254/46302 [14:03:43<35:04:26,  3.82s/it]
 29%|██▊       | 13255/46302 [14:03:47<35:04:08,  3.82s/it]
 29%|██▊       | 13256/46302 [14:03:51<35:04:13,  3.82s/it]
 29%|██▊       | 13257/46302 [14:03:54<35:04:06,  3.82s/it]
 29%|██▊       | 13258/46302 [14:03:58<35:03:35,  3.82s/it]
 29%|██▊       | 13259/46302 [14:04:02<35:03:10,  3.82s/it]
 29%|██▊       | 13260/46302 [14:04:06<35:02:44,  3.82s/it]
 29%|██▊       | 13261/46302 [14:04:10<35:03:26,  3.82s/it]
 29%|██▊       | 13262/46302 [14:04:14<35:03:35,  3.82s/it]
 29%|██▊       | 13263/46302 [14:04:17<35:03:44,  3.82s/it]
 29%|██▊       | 13264/46302 [14:04:21<35:03:49,  3.82s/it]
 29%|██▊       | 13265/46302 [14:04:25<35:03:10,  3.82s/it]
 29%|██▊       | 13266/46302 [14:04:29<35:02:49,  3.82s/it]
 29%|██▊       | 13267/46302 [14:04:33<35:02:18,  3.82s/it]
 29%|██▊       | 13268/46302 [14:04:36<35:02:33,  3.82s/it]
 29%|██▊       | 13269/46302 [14:04:40<35:02:31,  3.82s/it]
 29%|██▊       | 13270/46302 [14:04:44<35:01:56,  3.82s/it]
 29%|██▊       | 13271/46302 [14:04:48<35:02:27,  3.82s/it]
 29%|██▊       | 13272/46302 [14:04:52<35:03:01,  3.82s/it]
 29%|██▊       | 13273/46302 [14:04:56<35:03:35,  3.82s/it]
 29%|██▊       | 13274/46302 [14:04:59<35:03:36,  3.82s/it]
 29%|██▊       | 13275/46302 [14:05:03<35:03:39,  3.82s/it]
 29%|██▊       | 13276/46302 [14:05:07<35:03:20,  3.82s/it]
 29%|██▊       | 13277/46302 [14:05:11<35:03:06,  3.82s/it]
 29%|██▊       | 13278/46302 [14:05:15<35:02:40,  3.82s/it]
 29%|██▊       | 13279/46302 [14:05:18<35:03:04,  3.82s/it]
 29%|██▊       | 13280/46302 [14:05:22<35:02:52,  3.82s/it]
 29%|██▊       | 13281/46302 [14:05:26<35:03:24,  3.82s/it]
 29%|██▊       | 13282/46302 [14:05:30<35:03:41,  3.82s/it]
 29%|██▊       | 13283/46302 [14:05:34<35:03:22,  3.82s/it]
 29%|██▊       | 13284/46302 [14:05:38<35:02:59,  3.82s/it]
 29%|██▊       | 13285/46302 [14:05:41<35:02:15,  3.82s/it]
 29%|██▊       | 13286/46302 [14:05:45<35:02:43,  3.82s/it]
 29%|██▊       | 13287/46302 [14:05:49<35:02:38,  3.82s/it]
 29%|██▊       | 13288/46302 [14:05:53<35:03:08,  3.82s/it]
 29%|██▊       | 13289/46302 [14:05:57<35:03:11,  3.82s/it]
 29%|██▊       | 13290/46302 [14:06:00<35:02:13,  3.82s/it]
 29%|██▊       | 13291/46302 [14:06:04<35:02:53,  3.82s/it]
 29%|██▊       | 13292/46302 [14:06:08<35:03:02,  3.82s/it]
 29%|██▊       | 13293/46302 [14:06:12<35:03:09,  3.82s/it]
 29%|██▊       | 13294/46302 [14:06:16<35:03:05,  3.82s/it]
 29%|██▊       | 13295/46302 [14:06:20<35:03:04,  3.82s/it]
 29%|██▊       | 13296/46302 [14:06:23<35:03:10,  3.82s/it]
 29%|██▊       | 13297/46302 [14:06:27<35:03:32,  3.82s/it]
 29%|██▊       | 13298/46302 [14:06:31<35:03:00,  3.82s/it]
 29%|██▊       | 13299/46302 [14:06:35<35:02:17,  3.82s/it]
 29%|██▊       | 13300/46302 [14:06:39<35:01:31,  3.82s/it]
 29%|██▊       | 13301/46302 [14:06:43<35:01:48,  3.82s/it]
 29%|██▊       | 13302/46302 [14:06:46<35:01:48,  3.82s/it]
 29%|██▊       | 13303/46302 [14:06:50<35:00:54,  3.82s/it]
 29%|██▊       | 13304/46302 [14:06:54<35:00:34,  3.82s/it]
 29%|██▊       | 13305/46302 [14:06:58<35:00:21,  3.82s/it]
 29%|██▊       | 13306/46302 [14:07:02<35:01:40,  3.82s/it]
 29%|██▊       | 13307/46302 [14:07:05<35:02:01,  3.82s/it]
 29%|██▊       | 13308/46302 [14:07:09<35:01:55,  3.82s/it]
 29%|██▊       | 13309/46302 [14:07:13<35:02:13,  3.82s/it]
 29%|██▊       | 13310/46302 [14:07:17<35:02:33,  3.82s/it]
 29%|██▊       | 13311/46302 [14:07:21<35:02:30,  3.82s/it]
 29%|██▉       | 13312/46302 [14:07:25<35:02:15,  3.82s/it]
 29%|██▉       | 13313/46302 [14:07:28<35:02:00,  3.82s/it]
 29%|██▉       | 13314/46302 [14:07:32<35:01:25,  3.82s/it]
 29%|██▉       | 13315/46302 [14:07:36<35:00:26,  3.82s/it]
 29%|██▉       | 13316/46302 [14:07:40<35:00:21,  3.82s/it]
 29%|██▉       | 13317/46302 [14:07:44<35:00:43,  3.82s/it]
 29%|██▉       | 13318/46302 [14:07:48<35:00:52,  3.82s/it]
 29%|██▉       | 13319/46302 [14:07:51<35:01:18,  3.82s/it]
 29%|██▉       | 13320/46302 [14:07:55<35:00:52,  3.82s/it]
 29%|██▉       | 13321/46302 [14:07:59<35:00:00,  3.82s/it]
 29%|██▉       | 13322/46302 [14:08:03<35:00:04,  3.82s/it]
 29%|██▉       | 13323/46302 [14:08:07<35:00:04,  3.82s/it]
 29%|██▉       | 13324/46302 [14:08:10<35:00:41,  3.82s/it]
 29%|██▉       | 13325/46302 [14:08:14<35:00:09,  3.82s/it]
 29%|██▉       | 13326/46302 [14:08:18<34:59:58,  3.82s/it]
 29%|██▉       | 13327/46302 [14:08:22<35:00:01,  3.82s/it]
 29%|██▉       | 13328/46302 [14:08:26<35:00:03,  3.82s/it]
 29%|██▉       | 13329/46302 [14:08:30<35:00:14,  3.82s/it]
 29%|██▉       | 13330/46302 [14:08:33<35:00:30,  3.82s/it]
 29%|██▉       | 13331/46302 [14:08:37<35:00:30,  3.82s/it]
 29%|██▉       | 13332/46302 [14:08:41<35:00:29,  3.82s/it]
 29%|██▉       | 13333/46302 [14:08:45<35:00:25,  3.82s/it]
 29%|██▉       | 13334/46302 [14:08:49<35:00:03,  3.82s/it]
 29%|██▉       | 13335/46302 [14:08:52<35:00:22,  3.82s/it]
 29%|██▉       | 13336/46302 [14:08:56<35:00:16,  3.82s/it]
 29%|██▉       | 13337/46302 [14:09:00<34:59:43,  3.82s/it]
 29%|██▉       | 13338/46302 [14:09:04<34:59:56,  3.82s/it]
 29%|██▉       | 13339/46302 [14:09:08<34:59:15,  3.82s/it]
 29%|██▉       | 13340/46302 [14:09:12<34:58:41,  3.82s/it]
 29%|██▉       | 13341/46302 [14:09:15<34:58:21,  3.82s/it]
 29%|██▉       | 13342/46302 [14:09:19<34:59:04,  3.82s/it]
 29%|██▉       | 13343/46302 [14:09:23<34:58:40,  3.82s/it]
 29%|██▉       | 13344/46302 [14:09:27<34:59:05,  3.82s/it]
 29%|██▉       | 13345/46302 [14:09:31<34:58:08,  3.82s/it]
 29%|██▉       | 13346/46302 [14:09:34<34:57:53,  3.82s/it]
 29%|██▉       | 13347/46302 [14:09:38<34:58:34,  3.82s/it]
 29%|██▉       | 13348/46302 [14:09:42<34:58:25,  3.82s/it]
 29%|██▉       | 13349/46302 [14:09:46<34:58:20,  3.82s/it]
 29%|██▉       | 13350/46302 [14:09:50<34:59:14,  3.82s/it]
 29%|██▉       | 13351/46302 [14:09:54<34:59:19,  3.82s/it]
 29%|██▉       | 13352/46302 [14:09:57<34:59:12,  3.82s/it]
 29%|██▉       | 13353/46302 [14:10:01<34:58:26,  3.82s/it]
 29%|██▉       | 13354/46302 [14:10:05<34:57:39,  3.82s/it]
 29%|██▉       | 13355/46302 [14:10:09<34:57:47,  3.82s/it]
 29%|██▉       | 13356/46302 [14:10:13<34:57:40,  3.82s/it]
 29%|██▉       | 13357/46302 [14:10:17<34:57:17,  3.82s/it]
 29%|██▉       | 13358/46302 [14:10:20<34:57:23,  3.82s/it]
 29%|██▉       | 13359/46302 [14:10:24<34:57:04,  3.82s/it]
 29%|██▉       | 13360/46302 [14:10:28<34:56:58,  3.82s/it]
 29%|██▉       | 13361/46302 [14:10:32<34:56:11,  3.82s/it]
 29%|██▉       | 13362/46302 [14:10:36<34:56:58,  3.82s/it]
 29%|██▉       | 13363/46302 [14:10:39<34:57:48,  3.82s/it]
 29%|██▉       | 13364/46302 [14:10:43<34:57:18,  3.82s/it]
 29%|██▉       | 13365/46302 [14:10:47<34:57:43,  3.82s/it]
 29%|██▉       | 13366/46302 [14:10:51<34:57:51,  3.82s/it]
 29%|██▉       | 13367/46302 [14:10:55<34:58:03,  3.82s/it]
 29%|██▉       | 13368/46302 [14:10:59<34:58:08,  3.82s/it]
 29%|██▉       | 13369/46302 [14:11:02<34:58:01,  3.82s/it]
 29%|██▉       | 13370/46302 [14:11:06<34:58:10,  3.82s/it]
 29%|██▉       | 13371/46302 [14:11:10<34:58:03,  3.82s/it]
 29%|██▉       | 13372/46302 [14:11:14<34:58:26,  3.82s/it]
 29%|██▉       | 13373/46302 [14:11:18<34:58:32,  3.82s/it]
 29%|██▉       | 13374/46302 [14:11:22<34:58:33,  3.82s/it]
 29%|██▉       | 13375/46302 [14:11:25<34:58:21,  3.82s/it]
 29%|██▉       | 13376/46302 [14:11:29<34:58:27,  3.82s/it]
 29%|██▉       | 13377/46302 [14:11:33<34:58:23,  3.82s/it]
 29%|██▉       | 13378/46302 [14:11:37<34:58:07,  3.82s/it]
 29%|██▉       | 13379/46302 [14:11:41<34:57:50,  3.82s/it]
 29%|██▉       | 13380/46302 [14:11:44<34:57:45,  3.82s/it]
 29%|██▉       | 13381/46302 [14:11:48<34:53:20,  3.82s/it]
 29%|██▉       | 13382/46302 [14:11:52<34:51:49,  3.81s/it]
 29%|██▉       | 13383/46302 [14:11:56<34:46:55,  3.80s/it]
 29%|██▉       | 13384/46302 [14:12:00<34:44:26,  3.80s/it]
 29%|██▉       | 13385/46302 [14:12:03<34:43:24,  3.80s/it]
 29%|██▉       | 13386/46302 [14:12:07<34:41:31,  3.79s/it]
 29%|██▉       | 13387/46302 [14:12:11<34:44:06,  3.80s/it]
 29%|██▉       | 13388/46302 [14:12:15<34:41:45,  3.79s/it]
 29%|██▉       | 13389/46302 [14:12:19<34:40:42,  3.79s/it]
 29%|██▉       | 13390/46302 [14:12:22<34:41:12,  3.79s/it]
 29%|██▉       | 13391/46302 [14:12:26<34:38:36,  3.79s/it]
 29%|██▉       | 13392/46302 [14:12:30<34:39:40,  3.79s/it]
 29%|██▉       | 13393/46302 [14:12:34<34:39:24,  3.79s/it]
 29%|██▉       | 13394/46302 [14:12:38<34:42:55,  3.80s/it]
 29%|██▉       | 13395/46302 [14:12:41<34:40:45,  3.79s/it]
 29%|██▉       | 13396/46302 [14:12:45<34:43:05,  3.80s/it]
 29%|██▉       | 13397/46302 [14:12:49<34:42:57,  3.80s/it]
 29%|██▉       | 13398/46302 [14:12:53<34:41:41,  3.80s/it]
 29%|██▉       | 13399/46302 [14:12:57<34:42:12,  3.80s/it]
 29%|██▉       | 13400/46302 [14:13:00<34:41:19,  3.80s/it]
 29%|██▉       | 13401/46302 [14:13:04<34:40:22,  3.79s/it]
 29%|██▉       | 13402/46302 [14:13:08<34:43:59,  3.80s/it]
 29%|██▉       | 13403/46302 [14:13:12<34:44:17,  3.80s/it]
 29%|██▉       | 13404/46302 [14:13:16<34:40:59,  3.80s/it]
 29%|██▉       | 13405/46302 [14:13:19<34:40:56,  3.80s/it]
 29%|██▉       | 13406/46302 [14:13:23<34:38:48,  3.79s/it]
 29%|██▉       | 13407/46302 [14:13:27<34:38:13,  3.79s/it]
 29%|██▉       | 13408/46302 [14:13:31<34:39:12,  3.79s/it]
 29%|██▉       | 13409/46302 [14:13:34<34:39:42,  3.79s/it]
 29%|██▉       | 13410/46302 [14:13:38<34:42:59,  3.80s/it]
 29%|██▉       | 13411/46302 [14:13:42<34:39:53,  3.79s/it]
 29%|██▉       | 13412/46302 [14:13:46<34:39:02,  3.79s/it]
 29%|██▉       | 13413/46302 [14:13:50<34:39:11,  3.79s/it]
 29%|██▉       | 13414/46302 [14:13:53<34:37:36,  3.79s/it]
 29%|██▉       | 13415/46302 [14:13:57<34:36:53,  3.79s/it]
 29%|██▉       | 13416/46302 [14:14:01<34:36:42,  3.79s/it]
 29%|██▉       | 13417/46302 [14:14:05<34:36:35,  3.79s/it]
 29%|██▉       | 13418/46302 [14:14:09<34:39:50,  3.79s/it]
 29%|██▉       | 13419/46302 [14:14:12<34:40:00,  3.80s/it]
 29%|██▉       | 13420/46302 [14:14:16<34:39:42,  3.79s/it]
 29%|██▉       | 13421/46302 [14:14:20<34:39:42,  3.79s/it]
 29%|██▉       | 13422/46302 [14:14:24<34:38:13,  3.79s/it]
 29%|██▉       | 13423/46302 [14:14:28<34:38:05,  3.79s/it]
 29%|██▉       | 13424/46302 [14:14:31<34:39:12,  3.79s/it]
 29%|██▉       | 13425/46302 [14:14:35<34:39:39,  3.80s/it]
 29%|██▉       | 13426/46302 [14:14:39<34:40:50,  3.80s/it]
 29%|██▉       | 13427/46302 [14:14:43<34:39:18,  3.79s/it]
 29%|██▉       | 13428/46302 [14:14:47<34:39:30,  3.80s/it]
 29%|██▉       | 13429/46302 [14:14:50<34:38:42,  3.79s/it]
 29%|██▉       | 13430/46302 [14:14:54<34:36:04,  3.79s/it]
 29%|██▉       | 13431/46302 [14:14:58<34:35:59,  3.79s/it]
 29%|██▉       | 13432/46302 [14:15:02<34:34:02,  3.79s/it]
 29%|██▉       | 13433/46302 [14:15:05<34:35:15,  3.79s/it]
 29%|██▉       | 13434/46302 [14:15:09<34:36:21,  3.79s/it]
 29%|██▉       | 13435/46302 [14:15:13<34:36:07,  3.79s/it]
 29%|██▉       | 13436/46302 [14:15:17<34:34:38,  3.79s/it]
 29%|██▉       | 13437/46302 [14:15:21<34:35:49,  3.79s/it]
 29%|██▉       | 13438/46302 [14:15:24<34:38:14,  3.79s/it]
 29%|██▉       | 13439/46302 [14:15:28<34:37:37,  3.79s/it]
 29%|██▉       | 13440/46302 [14:15:32<34:35:44,  3.79s/it]
 29%|██▉       | 13441/46302 [14:15:36<34:35:33,  3.79s/it]
 29%|██▉       | 13442/46302 [14:15:40<34:36:07,  3.79s/it]
 29%|██▉       | 13443/46302 [14:15:43<34:36:52,  3.79s/it]
 29%|██▉       | 13444/46302 [14:15:47<34:36:52,  3.79s/it]
 29%|██▉       | 13445/46302 [14:15:51<34:35:54,  3.79s/it]
 29%|██▉       | 13446/46302 [14:15:55<34:34:54,  3.79s/it]
 29%|██▉       | 13447/46302 [14:15:59<34:33:54,  3.79s/it]
 29%|██▉       | 13448/46302 [14:16:02<34:35:03,  3.79s/it]
 29%|██▉       | 13449/46302 [14:16:06<34:34:39,  3.79s/it]
 29%|██▉       | 13450/46302 [14:16:10<34:37:35,  3.79s/it]
 29%|██▉       | 13451/46302 [14:16:14<34:40:34,  3.80s/it]
 29%|██▉       | 13452/46302 [14:16:18<34:38:22,  3.80s/it]
 29%|██▉       | 13453/46302 [14:16:21<34:37:00,  3.79s/it]
 29%|██▉       | 13454/46302 [14:16:25<34:36:31,  3.79s/it]
 29%|██▉       | 13455/46302 [14:16:29<34:36:14,  3.79s/it]
 29%|██▉       | 13456/46302 [14:16:33<34:35:43,  3.79s/it]
 29%|██▉       | 13457/46302 [14:16:37<34:36:11,  3.79s/it]
 29%|██▉       | 13458/46302 [14:16:40<34:35:08,  3.79s/it]
 29%|██▉       | 13459/46302 [14:16:44<34:32:39,  3.79s/it]
 29%|██▉       | 13460/46302 [14:16:48<34:33:00,  3.79s/it]
 29%|██▉       | 13461/46302 [14:16:52<34:32:11,  3.79s/it]
 29%|██▉       | 13462/46302 [14:16:55<34:31:42,  3.79s/it]
 29%|██▉       | 13463/46302 [14:16:59<34:30:24,  3.78s/it]
 29%|██▉       | 13464/46302 [14:17:03<34:30:49,  3.78s/it]
 29%|██▉       | 13465/46302 [14:17:07<34:32:14,  3.79s/it]
 29%|██▉       | 13466/46302 [14:17:11<34:31:11,  3.78s/it]
 29%|██▉       | 13467/46302 [14:17:14<34:32:22,  3.79s/it]
 29%|██▉       | 13468/46302 [14:17:18<34:31:48,  3.79s/it]
 29%|██▉       | 13469/46302 [14:17:22<34:33:06,  3.79s/it]
 29%|██▉       | 13470/46302 [14:17:26<34:33:45,  3.79s/it]
 29%|██▉       | 13471/46302 [14:17:30<34:33:58,  3.79s/it]
 29%|██▉       | 13472/46302 [14:17:33<34:35:21,  3.79s/it]
 29%|██▉       | 13473/46302 [14:17:37<34:38:00,  3.80s/it]
 29%|██▉       | 13474/46302 [14:17:41<34:35:45,  3.79s/it]
 29%|██▉       | 13475/46302 [14:17:45<34:34:10,  3.79s/it]
 29%|██▉       | 13476/46302 [14:17:48<34:32:35,  3.79s/it]
 29%|██▉       | 13477/46302 [14:17:52<34:35:12,  3.79s/it]
 29%|██▉       | 13478/46302 [14:17:56<34:36:03,  3.79s/it]
 29%|██▉       | 13479/46302 [14:18:00<34:33:47,  3.79s/it]
 29%|██▉       | 13480/46302 [14:18:04<34:34:23,  3.79s/it]
 29%|██▉       | 13481/46302 [14:18:07<34:34:40,  3.79s/it]
 29%|██▉       | 13482/46302 [14:18:11<34:33:40,  3.79s/it]
 29%|██▉       | 13483/46302 [14:18:15<34:31:22,  3.79s/it]
 29%|██▉       | 13484/46302 [14:18:19<34:31:43,  3.79s/it]
 29%|██▉       | 13485/46302 [14:18:23<34:31:42,  3.79s/it]
 29%|██▉       | 13486/46302 [14:18:26<34:31:41,  3.79s/it]
 29%|██▉       | 13487/46302 [14:18:30<34:31:10,  3.79s/it]
 29%|██▉       | 13488/46302 [14:18:34<34:31:45,  3.79s/it]
 29%|██▉       | 13489/46302 [14:18:38<34:34:42,  3.79s/it]
 29%|██▉       | 13490/46302 [14:18:42<34:32:50,  3.79s/it]
 29%|██▉       | 13491/46302 [14:18:45<34:32:09,  3.79s/it]
 29%|██▉       | 13492/46302 [14:18:49<34:32:11,  3.79s/it]
 29%|██▉       | 13493/46302 [14:18:53<34:30:47,  3.79s/it]
 29%|██▉       | 13494/46302 [14:18:57<34:30:36,  3.79s/it]
 29%|██▉       | 13495/46302 [14:19:00<34:32:02,  3.79s/it]
 29%|██▉       | 13496/46302 [14:19:04<34:34:26,  3.79s/it]
 29%|██▉       | 13497/46302 [14:19:08<34:36:58,  3.80s/it]
 29%|██▉       | 13498/46302 [14:19:12<34:37:54,  3.80s/it]
 29%|██▉       | 13499/46302 [14:19:16<34:34:34,  3.79s/it]
 29%|██▉       | 13500/46302 [14:19:19<34:32:44,  3.79s/it]
                                                           
{'loss': 3.3564, 'learning_rate': 0.0036203699615910997, 'epoch': 0.29}

 29%|██▉       | 13500/46302 [14:19:19<34:32:44,  3.79s/it]
 29%|██▉       | 13501/46302 [14:19:23<34:36:50,  3.80s/it]
 29%|██▉       | 13502/46302 [14:19:27<34:34:54,  3.80s/it]
 29%|██▉       | 13503/46302 [14:19:31<34:33:15,  3.79s/it]
 29%|██▉       | 13504/46302 [14:19:35<34:32:45,  3.79s/it]
 29%|██▉       | 13505/46302 [14:19:38<34:34:40,  3.80s/it]
 29%|██▉       | 13506/46302 [14:19:42<34:35:43,  3.80s/it]
 29%|██▉       | 13507/46302 [14:19:46<34:34:46,  3.80s/it]
 29%|██▉       | 13508/46302 [14:19:50<34:33:43,  3.79s/it]
 29%|██▉       | 13509/46302 [14:19:54<34:31:42,  3.79s/it]
 29%|██▉       | 13510/46302 [14:19:57<34:32:19,  3.79s/it]
 29%|██▉       | 13511/46302 [14:20:01<34:34:06,  3.80s/it]
 29%|██▉       | 13512/46302 [14:20:05<34:33:15,  3.79s/it]
 29%|██▉       | 13513/46302 [14:20:09<34:36:56,  3.80s/it]
 29%|██▉       | 13514/46302 [14:20:13<34:34:03,  3.80s/it]
 29%|██▉       | 13515/46302 [14:20:16<34:31:50,  3.79s/it]
 29%|██▉       | 13516/46302 [14:20:20<34:32:48,  3.79s/it]
 29%|██▉       | 13517/46302 [14:20:24<34:31:58,  3.79s/it]
 29%|██▉       | 13518/46302 [14:20:28<34:31:54,  3.79s/it]
 29%|██▉       | 13519/46302 [14:20:32<34:31:14,  3.79s/it]
 29%|██▉       | 13520/46302 [14:20:35<34:29:44,  3.79s/it]
 29%|██▉       | 13521/46302 [14:20:39<34:32:18,  3.79s/it]
 29%|██▉       | 13522/46302 [14:20:43<34:30:53,  3.79s/it]
 29%|██▉       | 13523/46302 [14:20:47<34:30:10,  3.79s/it]
 29%|██▉       | 13524/46302 [14:20:50<34:29:50,  3.79s/it]
 29%|██▉       | 13525/46302 [14:20:54<34:28:08,  3.79s/it]
 29%|██▉       | 13526/46302 [14:20:58<34:28:24,  3.79s/it]
 29%|██▉       | 13527/46302 [14:21:02<34:28:31,  3.79s/it]
 29%|██▉       | 13528/46302 [14:21:06<34:27:34,  3.79s/it]
 29%|██▉       | 13529/46302 [14:21:09<34:32:55,  3.80s/it]
 29%|██▉       | 13530/46302 [14:21:13<34:32:37,  3.79s/it]
 29%|██▉       | 13531/46302 [14:21:17<34:31:02,  3.79s/it]
 29%|██▉       | 13532/46302 [14:21:21<34:30:35,  3.79s/it]
 29%|██▉       | 13533/46302 [14:21:25<34:29:57,  3.79s/it]
 29%|██▉       | 13534/46302 [14:21:28<34:30:00,  3.79s/it]
 29%|██▉       | 13535/46302 [14:21:32<34:32:07,  3.79s/it]
 29%|██▉       | 13536/46302 [14:21:36<34:31:07,  3.79s/it]
 29%|██▉       | 13537/46302 [14:21:40<34:30:57,  3.79s/it]
 29%|██▉       | 13538/46302 [14:21:44<34:29:11,  3.79s/it]
 29%|██▉       | 13539/46302 [14:21:47<34:29:36,  3.79s/it]
 29%|██▉       | 13540/46302 [14:21:51<34:28:42,  3.79s/it]
 29%|██▉       | 13541/46302 [14:21:55<34:27:47,  3.79s/it]
 29%|██▉       | 13542/46302 [14:21:59<34:27:00,  3.79s/it]
 29%|██▉       | 13543/46302 [14:22:02<34:26:38,  3.79s/it]
 29%|██▉       | 13544/46302 [14:22:06<34:25:08,  3.78s/it]
 29%|██▉       | 13545/46302 [14:22:10<34:28:09,  3.79s/it]
 29%|██▉       | 13546/46302 [14:22:14<34:27:07,  3.79s/it]
 29%|██▉       | 13547/46302 [14:22:18<34:27:43,  3.79s/it]
 29%|██▉       | 13548/46302 [14:22:21<34:28:17,  3.79s/it]
 29%|██▉       | 13549/46302 [14:22:25<34:27:14,  3.79s/it]
 29%|██▉       | 13550/46302 [14:22:29<34:28:12,  3.79s/it]
 29%|██▉       | 13551/46302 [14:22:33<34:29:44,  3.79s/it]
 29%|██▉       | 13552/46302 [14:22:37<34:27:48,  3.79s/it]
 29%|██▉       | 13553/46302 [14:22:40<34:30:36,  3.79s/it]
 29%|██▉       | 13554/46302 [14:22:44<34:29:33,  3.79s/it]
 29%|██▉       | 13555/46302 [14:22:48<34:27:43,  3.79s/it]
 29%|██▉       | 13556/46302 [14:22:52<34:27:43,  3.79s/it]
 29%|██▉       | 13557/46302 [14:22:56<34:26:28,  3.79s/it]
 29%|██▉       | 13558/46302 [14:22:59<34:25:46,  3.79s/it]
 29%|██▉       | 13559/46302 [14:23:03<34:27:32,  3.79s/it]
 29%|██▉       | 13560/46302 [14:23:07<34:30:21,  3.79s/it]
 29%|██▉       | 13561/46302 [14:23:11<34:29:12,  3.79s/it]
 29%|██▉       | 13562/46302 [14:23:14<34:27:00,  3.79s/it]
 29%|██▉       | 13563/46302 [14:23:18<34:26:01,  3.79s/it]
 29%|██▉       | 13564/46302 [14:23:22<34:25:07,  3.78s/it]
 29%|██▉       | 13565/46302 [14:23:26<34:24:48,  3.78s/it]
 29%|██▉       | 13566/46302 [14:23:30<34:25:49,  3.79s/it]
 29%|██▉       | 13567/46302 [14:23:33<34:25:53,  3.79s/it]
 29%|██▉       | 13568/46302 [14:23:37<34:26:17,  3.79s/it]
 29%|██▉       | 13569/46302 [14:23:41<34:27:36,  3.79s/it]
 29%|██▉       | 13570/46302 [14:23:45<34:28:41,  3.79s/it]
 29%|██▉       | 13571/46302 [14:23:49<34:27:31,  3.79s/it]
 29%|██▉       | 13572/46302 [14:23:52<34:27:48,  3.79s/it]
 29%|██▉       | 13573/46302 [14:23:56<34:28:16,  3.79s/it]
 29%|██▉       | 13574/46302 [14:24:00<34:28:29,  3.79s/it]
 29%|██▉       | 13575/46302 [14:24:04<34:28:45,  3.79s/it]
 29%|██▉       | 13576/46302 [14:24:08<34:27:36,  3.79s/it]
 29%|██▉       | 13577/46302 [14:24:11<34:27:42,  3.79s/it]
 29%|██▉       | 13578/46302 [14:24:15<34:28:16,  3.79s/it]
 29%|██▉       | 13579/46302 [14:24:19<34:26:26,  3.79s/it]
 29%|██▉       | 13580/46302 [14:24:23<34:25:43,  3.79s/it]
 29%|██▉       | 13581/46302 [14:24:26<34:25:55,  3.79s/it]
 29%|██▉       | 13582/46302 [14:24:30<34:24:07,  3.79s/it]
 29%|██▉       | 13583/46302 [14:24:34<34:24:34,  3.79s/it]
 29%|██▉       | 13584/46302 [14:24:38<34:23:38,  3.78s/it]
 29%|██▉       | 13585/46302 [14:24:42<34:24:21,  3.79s/it]
 29%|██▉       | 13586/46302 [14:24:45<34:25:18,  3.79s/it]
 29%|██▉       | 13587/46302 [14:24:49<34:25:28,  3.79s/it]
 29%|██▉       | 13588/46302 [14:24:53<34:24:19,  3.79s/it]
 29%|██▉       | 13589/46302 [14:24:57<34:24:25,  3.79s/it]
 29%|██▉       | 13590/46302 [14:25:01<34:22:55,  3.78s/it]
 29%|██▉       | 13591/46302 [14:25:04<34:24:27,  3.79s/it]
 29%|██▉       | 13592/46302 [14:25:08<34:27:55,  3.79s/it]
 29%|██▉       | 13593/46302 [14:25:12<34:26:06,  3.79s/it]
 29%|██▉       | 13594/46302 [14:25:16<34:25:31,  3.79s/it]
 29%|██▉       | 13595/46302 [14:25:19<34:24:12,  3.79s/it]
 29%|██▉       | 13596/46302 [14:25:23<34:24:47,  3.79s/it]
 29%|██▉       | 13597/46302 [14:25:27<34:24:20,  3.79s/it]
 29%|██▉       | 13598/46302 [14:25:31<34:23:05,  3.79s/it]
 29%|██▉       | 13599/46302 [14:25:35<34:24:50,  3.79s/it]
 29%|██▉       | 13600/46302 [14:25:38<34:26:55,  3.79s/it]
 29%|██▉       | 13601/46302 [14:25:42<34:27:50,  3.79s/it]
 29%|██▉       | 13602/46302 [14:25:46<34:27:43,  3.79s/it]
 29%|██▉       | 13603/46302 [14:25:50<34:26:47,  3.79s/it]
 29%|██▉       | 13604/46302 [14:25:54<34:25:48,  3.79s/it]
 29%|██▉       | 13605/46302 [14:25:57<34:25:14,  3.79s/it]
 29%|██▉       | 13606/46302 [14:26:01<34:25:48,  3.79s/it]
 29%|██▉       | 13607/46302 [14:26:05<34:24:15,  3.79s/it]
 29%|██▉       | 13608/46302 [14:26:09<34:29:11,  3.80s/it]
 29%|██▉       | 13609/46302 [14:26:13<34:27:05,  3.79s/it]
 29%|██▉       | 13610/46302 [14:26:16<34:25:08,  3.79s/it]
 29%|██▉       | 13611/46302 [14:26:20<34:23:48,  3.79s/it]
 29%|██▉       | 13612/46302 [14:26:24<34:23:47,  3.79s/it]
 29%|██▉       | 13613/46302 [14:26:28<34:24:09,  3.79s/it]
 29%|██▉       | 13614/46302 [14:26:32<34:24:56,  3.79s/it]
 29%|██▉       | 13615/46302 [14:26:35<34:25:56,  3.79s/it]
 29%|██▉       | 13616/46302 [14:26:39<34:28:46,  3.80s/it]
 29%|██▉       | 13617/46302 [14:26:43<34:26:51,  3.79s/it]
 29%|██▉       | 13618/46302 [14:26:47<34:26:22,  3.79s/it]
 29%|██▉       | 13619/46302 [14:26:50<34:24:16,  3.79s/it]
 29%|██▉       | 13620/46302 [14:26:54<34:24:34,  3.79s/it]
 29%|██▉       | 13621/46302 [14:26:58<34:25:16,  3.79s/it]
 29%|██▉       | 13622/46302 [14:27:02<34:25:13,  3.79s/it]
 29%|██▉       | 13623/46302 [14:27:06<34:23:45,  3.79s/it]
 29%|██▉       | 13624/46302 [14:27:09<34:27:45,  3.80s/it]
 29%|██▉       | 13625/46302 [14:27:13<34:25:19,  3.79s/it]
 29%|██▉       | 13626/46302 [14:27:17<34:23:17,  3.79s/it]
 29%|██▉       | 13627/46302 [14:27:21<34:25:00,  3.79s/it]
 29%|██▉       | 13628/46302 [14:27:25<34:25:34,  3.79s/it]
 29%|██▉       | 13629/46302 [14:27:28<34:25:10,  3.79s/it]
 29%|██▉       | 13630/46302 [14:27:32<34:26:06,  3.79s/it]
 29%|██▉       | 13631/46302 [14:27:36<34:25:57,  3.79s/it]
 29%|██▉       | 13632/46302 [14:27:40<34:25:19,  3.79s/it]
 29%|██▉       | 13633/46302 [14:27:44<34:23:28,  3.79s/it]
 29%|██▉       | 13634/46302 [14:27:47<34:21:25,  3.79s/it]
 29%|██▉       | 13635/46302 [14:27:51<34:21:11,  3.79s/it]
 29%|██▉       | 13636/46302 [14:27:55<34:19:47,  3.78s/it]
 29%|██▉       | 13637/46302 [14:27:59<34:19:39,  3.78s/it]
 29%|██▉       | 13638/46302 [14:28:02<34:20:11,  3.78s/it]
 29%|██▉       | 13639/46302 [14:28:06<34:19:44,  3.78s/it]
 29%|██▉       | 13640/46302 [14:28:10<34:21:56,  3.79s/it]
 29%|██▉       | 13641/46302 [14:28:14<34:21:09,  3.79s/it]
 29%|██▉       | 13642/46302 [14:28:18<34:20:41,  3.79s/it]
 29%|██▉       | 13643/46302 [14:28:21<34:20:53,  3.79s/it]
 29%|██▉       | 13644/46302 [14:28:25<34:21:23,  3.79s/it]
 29%|██▉       | 13645/46302 [14:28:29<34:20:34,  3.79s/it]
 29%|██▉       | 13646/46302 [14:28:33<34:21:31,  3.79s/it]
 29%|██▉       | 13647/46302 [14:28:37<34:21:58,  3.79s/it]
 29%|██▉       | 13648/46302 [14:28:40<34:21:47,  3.79s/it]
 29%|██▉       | 13649/46302 [14:28:44<34:22:12,  3.79s/it]
 29%|██▉       | 13650/46302 [14:28:48<34:23:00,  3.79s/it]
 29%|██▉       | 13651/46302 [14:28:52<34:22:51,  3.79s/it]
 29%|██▉       | 13652/46302 [14:28:56<34:23:18,  3.79s/it]
 29%|██▉       | 13653/46302 [14:28:59<34:22:46,  3.79s/it]
 29%|██▉       | 13654/46302 [14:29:03<34:23:27,  3.79s/it]
 29%|██▉       | 13655/46302 [14:29:07<34:24:28,  3.79s/it]
 29%|██▉       | 13656/46302 [14:29:11<34:24:26,  3.79s/it]
 29%|██▉       | 13657/46302 [14:29:14<34:22:38,  3.79s/it]
 29%|██▉       | 13658/46302 [14:29:18<34:21:30,  3.79s/it]
 29%|██▉       | 13659/46302 [14:29:22<34:20:06,  3.79s/it]
 30%|██▉       | 13660/46302 [14:29:26<34:20:49,  3.79s/it]
 30%|██▉       | 13661/46302 [14:29:30<34:21:53,  3.79s/it]
 30%|██▉       | 13662/46302 [14:29:33<34:20:01,  3.79s/it]
 30%|██▉       | 13663/46302 [14:29:37<34:22:26,  3.79s/it]
 30%|██▉       | 13664/46302 [14:29:41<34:22:19,  3.79s/it]
 30%|██▉       | 13665/46302 [14:29:45<34:21:16,  3.79s/it]
 30%|██▉       | 13666/46302 [14:29:49<34:21:48,  3.79s/it]
 30%|██▉       | 13667/46302 [14:29:52<34:22:44,  3.79s/it]
 30%|██▉       | 13668/46302 [14:29:56<34:22:00,  3.79s/it]
 30%|██▉       | 13669/46302 [14:30:00<34:22:45,  3.79s/it]
 30%|██▉       | 13670/46302 [14:30:04<34:20:50,  3.79s/it]
 30%|██▉       | 13671/46302 [14:30:08<34:23:55,  3.80s/it]
 30%|██▉       | 13672/46302 [14:30:11<34:24:47,  3.80s/it]
 30%|██▉       | 13673/46302 [14:30:15<34:23:41,  3.79s/it]
 30%|██▉       | 13674/46302 [14:30:19<34:22:38,  3.79s/it]
 30%|██▉       | 13675/46302 [14:30:23<34:22:48,  3.79s/it]
 30%|██▉       | 13676/46302 [14:30:27<34:22:59,  3.79s/it]
 30%|██▉       | 13677/46302 [14:30:30<34:23:28,  3.79s/it]
 30%|██▉       | 13678/46302 [14:30:34<34:22:47,  3.79s/it]
 30%|██▉       | 13679/46302 [14:30:38<34:22:47,  3.79s/it]
 30%|██▉       | 13680/46302 [14:30:42<34:22:49,  3.79s/it]
 30%|██▉       | 13681/46302 [14:30:46<34:23:32,  3.80s/it]
 30%|██▉       | 13682/46302 [14:30:49<34:22:48,  3.79s/it]
 30%|██▉       | 13683/46302 [14:30:53<34:22:24,  3.79s/it]
 30%|██▉       | 13684/46302 [14:30:57<34:21:36,  3.79s/it]
 30%|██▉       | 13685/46302 [14:31:01<34:20:13,  3.79s/it]
 30%|██▉       | 13686/46302 [14:31:04<34:22:37,  3.79s/it]
 30%|██▉       | 13687/46302 [14:31:08<34:26:47,  3.80s/it]
 30%|██▉       | 13688/46302 [14:31:12<34:26:03,  3.80s/it]
 30%|██▉       | 13689/46302 [14:31:16<34:24:58,  3.80s/it]
 30%|██▉       | 13690/46302 [14:31:20<34:22:11,  3.79s/it]
 30%|██▉       | 13691/46302 [14:31:23<34:21:48,  3.79s/it]
 30%|██▉       | 13692/46302 [14:31:27<34:19:54,  3.79s/it]
 30%|██▉       | 13693/46302 [14:31:31<34:18:54,  3.79s/it]
 30%|██▉       | 13694/46302 [14:31:35<34:18:19,  3.79s/it]
 30%|██▉       | 13695/46302 [14:31:39<34:20:37,  3.79s/it]
 30%|██▉       | 13696/46302 [14:31:42<34:21:30,  3.79s/it]
 30%|██▉       | 13697/46302 [14:31:46<34:19:06,  3.79s/it]
 30%|██▉       | 13698/46302 [14:31:50<34:19:57,  3.79s/it]
 30%|██▉       | 13699/46302 [14:31:54<34:20:11,  3.79s/it]
 30%|██▉       | 13700/46302 [14:31:58<34:21:01,  3.79s/it]
 30%|██▉       | 13701/46302 [14:32:01<34:19:50,  3.79s/it]
 30%|██▉       | 13702/46302 [14:32:05<34:18:36,  3.79s/it]
 30%|██▉       | 13703/46302 [14:32:09<34:21:04,  3.79s/it]
 30%|██▉       | 13704/46302 [14:32:13<34:19:14,  3.79s/it]
 30%|██▉       | 13705/46302 [14:32:17<34:17:37,  3.79s/it]
 30%|██▉       | 13706/46302 [14:32:20<34:17:46,  3.79s/it]
 30%|██▉       | 13707/46302 [14:32:24<34:19:26,  3.79s/it]
 30%|██▉       | 13708/46302 [14:32:28<34:19:29,  3.79s/it]
 30%|██▉       | 13709/46302 [14:32:32<34:19:05,  3.79s/it]
 30%|██▉       | 13710/46302 [14:32:35<34:19:42,  3.79s/it]
 30%|██▉       | 13711/46302 [14:32:39<34:21:49,  3.80s/it]
 30%|██▉       | 13712/46302 [14:32:43<34:21:59,  3.80s/it]
 30%|██▉       | 13713/46302 [14:32:47<34:20:47,  3.79s/it]
 30%|██▉       | 13714/46302 [14:32:51<34:21:27,  3.80s/it]
 30%|██▉       | 13715/46302 [14:32:54<34:22:13,  3.80s/it]
 30%|██▉       | 13716/46302 [14:32:58<34:20:48,  3.79s/it]
 30%|██▉       | 13717/46302 [14:33:02<34:19:56,  3.79s/it]
 30%|██▉       | 13718/46302 [14:33:06<34:21:35,  3.80s/it]
 30%|██▉       | 13719/46302 [14:33:10<34:23:41,  3.80s/it]
 30%|██▉       | 13720/46302 [14:33:13<34:24:10,  3.80s/it]
 30%|██▉       | 13721/46302 [14:33:17<34:23:11,  3.80s/it]
 30%|██▉       | 13722/46302 [14:33:21<34:21:22,  3.80s/it]
 30%|██▉       | 13723/46302 [14:33:25<34:20:42,  3.80s/it]
 30%|██▉       | 13724/46302 [14:33:29<34:20:00,  3.79s/it]
 30%|██▉       | 13725/46302 [14:33:32<34:18:28,  3.79s/it]
 30%|██▉       | 13726/46302 [14:33:36<34:16:54,  3.79s/it]
 30%|██▉       | 13727/46302 [14:33:40<34:17:42,  3.79s/it]
 30%|██▉       | 13728/46302 [14:33:44<34:18:50,  3.79s/it]
 30%|██▉       | 13729/46302 [14:33:48<34:18:27,  3.79s/it]
 30%|██▉       | 13730/46302 [14:33:51<34:19:52,  3.79s/it]
 30%|██▉       | 13731/46302 [14:33:55<34:20:13,  3.80s/it]
 30%|██▉       | 13732/46302 [14:33:59<34:18:13,  3.79s/it]
 30%|██▉       | 13733/46302 [14:34:03<34:17:36,  3.79s/it]
 30%|██▉       | 13734/46302 [14:34:07<34:18:42,  3.79s/it]
 30%|██▉       | 13735/46302 [14:34:10<34:18:46,  3.79s/it]
 30%|██▉       | 13736/46302 [14:34:14<34:17:12,  3.79s/it]
 30%|██▉       | 13737/46302 [14:34:18<34:17:20,  3.79s/it]
 30%|██▉       | 13738/46302 [14:34:22<34:16:40,  3.79s/it]
 30%|██▉       | 13739/46302 [14:34:25<34:17:07,  3.79s/it]
 30%|██▉       | 13740/46302 [14:34:29<34:17:45,  3.79s/it]
 30%|██▉       | 13741/46302 [14:34:33<34:17:24,  3.79s/it]
 30%|██▉       | 13742/46302 [14:34:37<34:19:48,  3.80s/it]
 30%|██▉       | 13743/46302 [14:34:41<34:19:08,  3.79s/it]
 30%|██▉       | 13744/46302 [14:34:44<34:16:19,  3.79s/it]
 30%|██▉       | 13745/46302 [14:34:48<34:17:13,  3.79s/it]
 30%|██▉       | 13746/46302 [14:34:52<34:19:08,  3.79s/it]
 30%|██▉       | 13747/46302 [14:34:56<34:18:38,  3.79s/it]
 30%|██▉       | 13748/46302 [14:35:00<34:16:58,  3.79s/it]
 30%|██▉       | 13749/46302 [14:35:03<34:16:47,  3.79s/it]
 30%|██▉       | 13750/46302 [14:35:07<34:17:33,  3.79s/it]
 30%|██▉       | 13751/46302 [14:35:11<34:18:16,  3.79s/it]
 30%|██▉       | 13752/46302 [14:35:15<34:18:21,  3.79s/it]
 30%|██▉       | 13753/46302 [14:35:19<34:16:13,  3.79s/it]
 30%|██▉       | 13754/46302 [14:35:22<34:17:25,  3.79s/it]
 30%|██▉       | 13755/46302 [14:35:26<34:18:43,  3.80s/it]
 30%|██▉       | 13756/46302 [14:35:30<34:18:21,  3.79s/it]
 30%|██▉       | 13757/46302 [14:35:34<34:17:27,  3.79s/it]
 30%|██▉       | 13758/46302 [14:35:38<34:19:12,  3.80s/it]
 30%|██▉       | 13759/46302 [14:35:41<34:18:24,  3.80s/it]
 30%|██▉       | 13760/46302 [14:35:45<34:17:51,  3.79s/it]
 30%|██▉       | 13761/46302 [14:35:49<34:17:12,  3.79s/it]
 30%|██▉       | 13762/46302 [14:35:53<34:17:42,  3.79s/it]
 30%|██▉       | 13763/46302 [14:35:57<34:18:24,  3.80s/it]
 30%|██▉       | 13764/46302 [14:36:00<34:17:06,  3.79s/it]
 30%|██▉       | 13765/46302 [14:36:04<34:15:00,  3.79s/it]
 30%|██▉       | 13766/46302 [14:36:08<34:16:36,  3.79s/it]
 30%|██▉       | 13767/46302 [14:36:12<34:18:52,  3.80s/it]
 30%|██▉       | 13768/46302 [14:36:16<34:17:16,  3.79s/it]
 30%|██▉       | 13769/46302 [14:36:19<34:15:44,  3.79s/it]
 30%|██▉       | 13770/46302 [14:36:23<34:16:59,  3.79s/it]
 30%|██▉       | 13771/46302 [14:36:27<34:16:15,  3.79s/it]
 30%|██▉       | 13772/46302 [14:36:31<34:17:05,  3.79s/it]
 30%|██▉       | 13773/46302 [14:36:34<34:14:53,  3.79s/it]
 30%|██▉       | 13774/46302 [14:36:38<34:18:48,  3.80s/it]
 30%|██▉       | 13775/46302 [14:36:42<34:17:05,  3.79s/it]
 30%|██▉       | 13776/46302 [14:36:46<34:16:20,  3.79s/it]
 30%|██▉       | 13777/46302 [14:36:50<34:15:15,  3.79s/it]
 30%|██▉       | 13778/46302 [14:36:53<34:15:29,  3.79s/it]
 30%|██▉       | 13779/46302 [14:36:57<34:16:35,  3.79s/it]
 30%|██▉       | 13780/46302 [14:37:01<34:15:09,  3.79s/it]
 30%|██▉       | 13781/46302 [14:37:05<34:15:21,  3.79s/it]
 30%|██▉       | 13782/46302 [14:37:09<34:19:41,  3.80s/it]
 30%|██▉       | 13783/46302 [14:37:12<34:18:15,  3.80s/it]
 30%|██▉       | 13784/46302 [14:37:16<34:17:38,  3.80s/it]
 30%|██▉       | 13785/46302 [14:37:20<34:15:59,  3.79s/it]
 30%|██▉       | 13786/46302 [14:37:24<34:14:18,  3.79s/it]
 30%|██▉       | 13787/46302 [14:37:28<34:13:22,  3.79s/it]
 30%|██▉       | 13788/46302 [14:37:31<34:14:08,  3.79s/it]
 30%|██▉       | 13789/46302 [14:37:35<34:14:13,  3.79s/it]
 30%|██▉       | 13790/46302 [14:37:39<34:15:28,  3.79s/it]
 30%|██▉       | 13791/46302 [14:37:43<34:15:08,  3.79s/it]
 30%|██▉       | 13792/46302 [14:37:47<34:15:39,  3.79s/it]
 30%|██▉       | 13793/46302 [14:37:50<34:14:24,  3.79s/it]
 30%|██▉       | 13794/46302 [14:37:54<34:12:22,  3.79s/it]
 30%|██▉       | 13795/46302 [14:37:58<34:12:07,  3.79s/it]
 30%|██▉       | 13796/46302 [14:38:02<34:10:50,  3.79s/it]
 30%|██▉       | 13797/46302 [14:38:05<34:12:22,  3.79s/it]
 30%|██▉       | 13798/46302 [14:38:09<34:16:36,  3.80s/it]
 30%|██▉       | 13799/46302 [14:38:13<34:14:02,  3.79s/it]
 30%|██▉       | 13800/46302 [14:38:17<34:13:24,  3.79s/it]
 30%|██▉       | 13801/46302 [14:38:21<34:13:52,  3.79s/it]
 30%|██▉       | 13802/46302 [14:38:24<34:13:34,  3.79s/it]
 30%|██▉       | 13803/46302 [14:38:28<34:11:57,  3.79s/it]
 30%|██▉       | 13804/46302 [14:38:32<34:11:48,  3.79s/it]
 30%|██▉       | 13805/46302 [14:38:36<34:11:50,  3.79s/it]
 30%|██▉       | 13806/46302 [14:38:40<34:13:10,  3.79s/it]
 30%|██▉       | 13807/46302 [14:38:43<34:11:42,  3.79s/it]
 30%|██▉       | 13808/46302 [14:38:47<34:13:44,  3.79s/it]
 30%|██▉       | 13809/46302 [14:38:51<34:14:48,  3.79s/it]
 30%|██▉       | 13810/46302 [14:38:55<34:13:45,  3.79s/it]
 30%|██▉       | 13811/46302 [14:38:59<34:17:30,  3.80s/it]
 30%|██▉       | 13812/46302 [14:39:02<34:17:08,  3.80s/it]
 30%|██▉       | 13813/46302 [14:39:06<34:14:03,  3.79s/it]
 30%|██▉       | 13814/46302 [14:39:10<34:12:59,  3.79s/it]
 30%|██▉       | 13815/46302 [14:39:14<34:13:35,  3.79s/it]
 30%|██▉       | 13816/46302 [14:39:18<34:13:08,  3.79s/it]
 30%|██▉       | 13817/46302 [14:39:21<34:13:15,  3.79s/it]
 30%|██▉       | 13818/46302 [14:39:25<34:13:35,  3.79s/it]
 30%|██▉       | 13819/46302 [14:39:29<34:13:13,  3.79s/it]
 30%|██▉       | 13820/46302 [14:39:33<34:13:04,  3.79s/it]
 30%|██▉       | 13821/46302 [14:39:37<34:14:55,  3.80s/it]
 30%|██▉       | 13822/46302 [14:39:40<34:15:11,  3.80s/it]
 30%|██▉       | 13823/46302 [14:39:44<34:16:11,  3.80s/it]
 30%|██▉       | 13824/46302 [14:39:48<34:13:35,  3.79s/it]
 30%|██▉       | 13825/46302 [14:39:52<34:12:15,  3.79s/it]
 30%|██▉       | 13826/46302 [14:39:55<34:11:32,  3.79s/it]
 30%|██▉       | 13827/46302 [14:39:59<34:11:21,  3.79s/it]
 30%|██▉       | 13828/46302 [14:40:03<34:11:04,  3.79s/it]
 30%|██▉       | 13829/46302 [14:40:07<34:12:27,  3.79s/it]
 30%|██▉       | 13830/46302 [14:40:11<34:11:04,  3.79s/it]
 30%|██▉       | 13831/46302 [14:40:14<34:11:14,  3.79s/it]
 30%|██▉       | 13832/46302 [14:40:18<34:11:39,  3.79s/it]
 30%|██▉       | 13833/46302 [14:40:22<34:10:53,  3.79s/it]
 30%|██▉       | 13834/46302 [14:40:26<34:10:32,  3.79s/it]
 30%|██▉       | 13835/46302 [14:40:30<34:11:26,  3.79s/it]
 30%|██▉       | 13836/46302 [14:40:33<34:11:46,  3.79s/it]
 30%|██▉       | 13837/46302 [14:40:37<34:12:03,  3.79s/it]
 30%|██▉       | 13838/46302 [14:40:41<34:11:00,  3.79s/it]
 30%|██▉       | 13839/46302 [14:40:45<34:09:10,  3.79s/it]
 30%|██▉       | 13840/46302 [14:40:49<34:09:11,  3.79s/it]
 30%|██▉       | 13841/46302 [14:40:52<34:09:44,  3.79s/it]
 30%|██▉       | 13842/46302 [14:40:56<34:11:14,  3.79s/it]
 30%|██▉       | 13843/46302 [14:41:00<34:11:07,  3.79s/it]
 30%|██▉       | 13844/46302 [14:41:04<34:15:50,  3.80s/it]
 30%|██▉       | 13845/46302 [14:41:08<34:15:10,  3.80s/it]
 30%|██▉       | 13846/46302 [14:41:11<34:14:03,  3.80s/it]
 30%|██▉       | 13847/46302 [14:41:15<34:14:03,  3.80s/it]
 30%|██▉       | 13848/46302 [14:41:19<34:11:08,  3.79s/it]
 30%|██▉       | 13849/46302 [14:41:23<34:11:37,  3.79s/it]
 30%|██▉       | 13850/46302 [14:41:26<34:12:43,  3.80s/it]
 30%|██▉       | 13851/46302 [14:41:30<34:12:26,  3.79s/it]
 30%|██▉       | 13852/46302 [14:41:34<34:11:15,  3.79s/it]
 30%|██▉       | 13853/46302 [14:41:38<34:12:28,  3.80s/it]
 30%|██▉       | 13854/46302 [14:41:42<34:12:19,  3.79s/it]
 30%|██▉       | 13855/46302 [14:41:45<34:13:26,  3.80s/it]
 30%|██▉       | 13856/46302 [14:41:49<34:13:57,  3.80s/it]
 30%|██▉       | 13857/46302 [14:41:53<34:13:32,  3.80s/it]
 30%|██▉       | 13858/46302 [14:41:57<34:11:07,  3.79s/it]
 30%|██▉       | 13859/46302 [14:42:01<34:12:27,  3.80s/it]
 30%|██▉       | 13860/46302 [14:42:04<34:12:29,  3.80s/it]
 30%|██▉       | 13861/46302 [14:42:08<34:15:36,  3.80s/it]
 30%|██▉       | 13862/46302 [14:42:12<34:15:22,  3.80s/it]
 30%|██▉       | 13863/46302 [14:42:16<34:14:13,  3.80s/it]
 30%|██▉       | 13864/46302 [14:42:20<34:11:59,  3.80s/it]
 30%|██▉       | 13865/46302 [14:42:23<34:11:32,  3.79s/it]
 30%|██▉       | 13866/46302 [14:42:27<34:10:35,  3.79s/it]
 30%|██▉       | 13867/46302 [14:42:31<34:10:25,  3.79s/it]
 30%|██▉       | 13868/46302 [14:42:35<34:10:11,  3.79s/it]
 30%|██▉       | 13869/46302 [14:42:39<34:11:43,  3.80s/it]
 30%|██▉       | 13870/46302 [14:42:42<34:11:26,  3.80s/it]
 30%|██▉       | 13871/46302 [14:42:46<34:09:44,  3.79s/it]
 30%|██▉       | 13872/46302 [14:42:50<34:09:36,  3.79s/it]
 30%|██▉       | 13873/46302 [14:42:54<34:10:01,  3.79s/it]
 30%|██▉       | 13874/46302 [14:42:58<34:09:40,  3.79s/it]
 30%|██▉       | 13875/46302 [14:43:01<34:08:17,  3.79s/it]
 30%|██▉       | 13876/46302 [14:43:05<34:10:13,  3.79s/it]
 30%|██▉       | 13877/46302 [14:43:09<34:12:21,  3.80s/it]
 30%|██▉       | 13878/46302 [14:43:13<34:13:11,  3.80s/it]
 30%|██▉       | 13879/46302 [14:43:17<34:11:09,  3.80s/it]
 30%|██▉       | 13880/46302 [14:43:20<34:10:43,  3.80s/it]
 30%|██▉       | 13881/46302 [14:43:24<34:09:32,  3.79s/it]
 30%|██▉       | 13882/46302 [14:43:28<34:08:24,  3.79s/it]
 30%|██▉       | 13883/46302 [14:43:32<34:11:35,  3.80s/it]
 30%|██▉       | 13884/46302 [14:43:36<34:10:44,  3.80s/it]
 30%|██▉       | 13885/46302 [14:43:39<34:10:09,  3.79s/it]
 30%|██▉       | 13886/46302 [14:43:43<34:12:51,  3.80s/it]
 30%|██▉       | 13887/46302 [14:43:47<34:09:16,  3.79s/it]
 30%|██▉       | 13888/46302 [14:43:51<34:08:58,  3.79s/it]
 30%|██▉       | 13889/46302 [14:43:54<34:07:53,  3.79s/it]
 30%|██▉       | 13890/46302 [14:43:58<34:07:04,  3.79s/it]
 30%|███       | 13891/46302 [14:44:02<34:06:54,  3.79s/it]
 30%|███       | 13892/46302 [14:44:06<34:06:22,  3.79s/it]
 30%|███       | 13893/46302 [14:44:10<34:10:22,  3.80s/it]
 30%|███       | 13894/46302 [14:44:13<34:10:11,  3.80s/it]
 30%|███       | 13895/46302 [14:44:17<34:09:51,  3.80s/it]
 30%|███       | 13896/46302 [14:44:21<34:08:42,  3.79s/it]
 30%|███       | 13897/46302 [14:44:25<34:07:56,  3.79s/it]
 30%|███       | 13898/46302 [14:44:29<34:07:30,  3.79s/it]
 30%|███       | 13899/46302 [14:44:32<34:06:23,  3.79s/it]
 30%|███       | 13900/46302 [14:44:36<34:05:40,  3.79s/it]
 30%|███       | 13901/46302 [14:44:40<34:06:58,  3.79s/it]
 30%|███       | 13902/46302 [14:44:44<34:06:04,  3.79s/it]
 30%|███       | 13903/46302 [14:44:48<34:04:38,  3.79s/it]
 30%|███       | 13904/46302 [14:44:51<34:04:06,  3.79s/it]
 30%|███       | 13905/46302 [14:44:55<34:06:01,  3.79s/it]
 30%|███       | 13906/46302 [14:44:59<34:07:02,  3.79s/it]
 30%|███       | 13907/46302 [14:45:03<34:07:17,  3.79s/it]
 30%|███       | 13908/46302 [14:45:07<34:06:33,  3.79s/it]
 30%|███       | 13909/46302 [14:45:10<34:06:28,  3.79s/it]
 30%|███       | 13910/46302 [14:45:14<34:04:46,  3.79s/it]
 30%|███       | 13911/46302 [14:45:18<34:06:06,  3.79s/it]
 30%|███       | 13912/46302 [14:45:22<34:05:23,  3.79s/it]
 30%|███       | 13913/46302 [14:45:25<34:05:41,  3.79s/it]
 30%|███       | 13914/46302 [14:45:29<34:07:27,  3.79s/it]
 30%|███       | 13915/46302 [14:45:33<34:05:51,  3.79s/it]
 30%|███       | 13916/46302 [14:45:37<34:07:32,  3.79s/it]
 30%|███       | 13917/46302 [14:45:41<34:06:44,  3.79s/it]
 30%|███       | 13918/46302 [14:45:44<34:04:24,  3.79s/it]
 30%|███       | 13919/46302 [14:45:48<34:04:33,  3.79s/it]
 30%|███       | 13920/46302 [14:45:52<34:04:53,  3.79s/it]
 30%|███       | 13921/46302 [14:45:56<34:03:53,  3.79s/it]
 30%|███       | 13922/46302 [14:46:00<34:04:15,  3.79s/it]
 30%|███       | 13923/46302 [14:46:03<34:08:52,  3.80s/it]
 30%|███       | 13924/46302 [14:46:07<34:11:57,  3.80s/it]
 30%|███       | 13925/46302 [14:46:11<34:10:51,  3.80s/it]
 30%|███       | 13926/46302 [14:46:15<34:07:31,  3.79s/it]
 30%|███       | 13927/46302 [14:46:19<34:05:21,  3.79s/it]
 30%|███       | 13928/46302 [14:46:22<34:04:28,  3.79s/it]
 30%|███       | 13929/46302 [14:46:26<34:02:44,  3.79s/it]
 30%|███       | 13930/46302 [14:46:30<34:02:59,  3.79s/it]
 30%|███       | 13931/46302 [14:46:34<34:03:36,  3.79s/it]
 30%|███       | 13932/46302 [14:46:37<34:05:46,  3.79s/it]
 30%|███       | 13933/46302 [14:46:41<34:06:37,  3.79s/it]
 30%|███       | 13934/46302 [14:46:45<34:06:13,  3.79s/it]
 30%|███       | 13935/46302 [14:46:49<34:04:17,  3.79s/it]
 30%|███       | 13936/46302 [14:46:53<34:03:06,  3.79s/it]
 30%|███       | 13937/46302 [14:46:56<34:02:20,  3.79s/it]
 30%|███       | 13938/46302 [14:47:00<34:02:04,  3.79s/it]
 30%|███       | 13939/46302 [14:47:04<34:03:11,  3.79s/it]
 30%|███       | 13940/46302 [14:47:08<34:02:18,  3.79s/it]
 30%|███       | 13941/46302 [14:47:12<34:01:41,  3.79s/it]
 30%|███       | 13942/46302 [14:47:15<34:01:43,  3.79s/it]
 30%|███       | 13943/46302 [14:47:19<34:01:19,  3.79s/it]
 30%|███       | 13944/46302 [14:47:23<34:02:32,  3.79s/it]
 30%|███       | 13945/46302 [14:47:27<34:00:47,  3.78s/it]
 30%|███       | 13946/46302 [14:47:31<34:01:22,  3.79s/it]
 30%|███       | 13947/46302 [14:47:34<34:01:44,  3.79s/it]
 30%|███       | 13948/46302 [14:47:38<34:03:27,  3.79s/it]
 30%|███       | 13949/46302 [14:47:42<34:02:51,  3.79s/it]
 30%|███       | 13950/46302 [14:47:46<34:04:17,  3.79s/it]
 30%|███       | 13951/46302 [14:47:49<34:03:10,  3.79s/it]
 30%|███       | 13952/46302 [14:47:53<34:04:59,  3.79s/it]
 30%|███       | 13953/46302 [14:47:57<34:08:45,  3.80s/it]
 30%|███       | 13954/46302 [14:48:01<34:11:57,  3.81s/it]
 30%|███       | 13955/46302 [14:48:05<34:14:31,  3.81s/it]
 30%|███       | 13956/46302 [14:48:09<34:15:58,  3.81s/it]
 30%|███       | 13957/46302 [14:48:12<34:16:24,  3.81s/it]
 30%|███       | 13958/46302 [14:48:16<34:17:12,  3.82s/it]
 30%|███       | 13959/46302 [14:48:20<34:17:30,  3.82s/it]
 30%|███       | 13960/46302 [14:48:24<34:17:40,  3.82s/it]
 30%|███       | 13961/46302 [14:48:28<34:18:18,  3.82s/it]
 30%|███       | 13962/46302 [14:48:31<34:18:10,  3.82s/it]
 30%|███       | 13963/46302 [14:48:35<34:18:10,  3.82s/it]
 30%|███       | 13964/46302 [14:48:39<34:17:48,  3.82s/it]
 30%|███       | 13965/46302 [14:48:43<34:17:56,  3.82s/it]
 30%|███       | 13966/46302 [14:48:47<34:18:14,  3.82s/it]
 30%|███       | 13967/46302 [14:48:51<34:18:31,  3.82s/it]
 30%|███       | 13968/46302 [14:48:54<34:19:14,  3.82s/it]
 30%|███       | 13969/46302 [14:48:58<34:19:22,  3.82s/it]
 30%|███       | 13970/46302 [14:49:02<34:18:48,  3.82s/it]
 30%|███       | 13971/46302 [14:49:06<34:18:26,  3.82s/it]
 30%|███       | 13972/46302 [14:49:10<34:18:10,  3.82s/it]
 30%|███       | 13973/46302 [14:49:13<34:17:56,  3.82s/it]
 30%|███       | 13974/46302 [14:49:17<34:17:55,  3.82s/it]
 30%|███       | 13975/46302 [14:49:21<34:18:33,  3.82s/it]
 30%|███       | 13976/46302 [14:49:25<34:18:22,  3.82s/it]
 30%|███       | 13977/46302 [14:49:29<34:18:14,  3.82s/it]
 30%|███       | 13978/46302 [14:49:33<34:18:10,  3.82s/it]
 30%|███       | 13979/46302 [14:49:36<34:18:03,  3.82s/it]
 30%|███       | 13980/46302 [14:49:40<34:17:57,  3.82s/it]
 30%|███       | 13981/46302 [14:49:44<34:17:52,  3.82s/it]
 30%|███       | 13982/46302 [14:49:48<34:17:54,  3.82s/it]
 30%|███       | 13983/46302 [14:49:52<34:18:00,  3.82s/it]
 30%|███       | 13984/46302 [14:49:55<34:17:36,  3.82s/it]
 30%|███       | 13985/46302 [14:49:59<34:17:48,  3.82s/it]
 30%|███       | 13986/46302 [14:50:03<34:17:14,  3.82s/it]
 30%|███       | 13987/46302 [14:50:07<34:16:59,  3.82s/it]
 30%|███       | 13988/46302 [14:50:11<34:17:00,  3.82s/it]
 30%|███       | 13989/46302 [14:50:15<34:16:56,  3.82s/it]
 30%|███       | 13990/46302 [14:50:18<34:16:53,  3.82s/it]
 30%|███       | 13991/46302 [14:50:22<34:16:51,  3.82s/it]
 30%|███       | 13992/46302 [14:50:26<34:17:26,  3.82s/it]
 30%|███       | 13993/46302 [14:50:30<34:18:51,  3.82s/it]
 30%|███       | 13994/46302 [14:50:34<34:18:36,  3.82s/it]
 30%|███       | 13995/46302 [14:50:38<34:18:01,  3.82s/it]
 30%|███       | 13996/46302 [14:50:41<34:17:34,  3.82s/it]
 30%|███       | 13997/46302 [14:50:45<34:17:40,  3.82s/it]
 30%|███       | 13998/46302 [14:50:49<34:15:16,  3.82s/it]
 30%|███       | 13999/46302 [14:50:53<34:16:12,  3.82s/it]
 30%|███       | 14000/46302 [14:50:57<34:16:08,  3.82s/it]
                                                           
{'loss': 3.3457, 'learning_rate': 0.003565184760054744, 'epoch': 0.3}

 30%|███       | 14000/46302 [14:50:57<34:16:08,  3.82s/it]
 30%|███       | 14001/46302 [14:51:00<34:17:22,  3.82s/it]
 30%|███       | 14002/46302 [14:51:04<34:17:33,  3.82s/it]
 30%|███       | 14003/46302 [14:51:08<34:16:51,  3.82s/it]
 30%|███       | 14004/46302 [14:51:12<34:16:02,  3.82s/it]
 30%|███       | 14005/46302 [14:51:16<34:15:54,  3.82s/it]
 30%|███       | 14006/46302 [14:51:20<34:16:26,  3.82s/it]
 30%|███       | 14007/46302 [14:51:23<34:16:01,  3.82s/it]
 30%|███       | 14008/46302 [14:51:27<34:16:15,  3.82s/it]
 30%|███       | 14009/46302 [14:51:31<34:16:30,  3.82s/it]
 30%|███       | 14010/46302 [14:51:35<34:16:01,  3.82s/it]
 30%|███       | 14011/46302 [14:51:39<34:15:31,  3.82s/it]
 30%|███       | 14012/46302 [14:51:42<34:15:28,  3.82s/it]
 30%|███       | 14013/46302 [14:51:46<34:15:52,  3.82s/it]
 30%|███       | 14014/46302 [14:51:50<34:15:53,  3.82s/it]
 30%|███       | 14015/46302 [14:51:54<34:15:33,  3.82s/it]
 30%|███       | 14016/46302 [14:51:58<34:14:44,  3.82s/it]
 30%|███       | 14017/46302 [14:52:02<34:14:28,  3.82s/it]
 30%|███       | 14018/46302 [14:52:05<34:14:28,  3.82s/it]
 30%|███       | 14019/46302 [14:52:09<34:13:46,  3.82s/it]
 30%|███       | 14020/46302 [14:52:13<34:14:04,  3.82s/it]
 30%|███       | 14021/46302 [14:52:17<34:14:36,  3.82s/it]
 30%|███       | 14022/46302 [14:52:21<34:12:54,  3.82s/it]
 30%|███       | 14023/46302 [14:52:24<34:13:36,  3.82s/it]
 30%|███       | 14024/46302 [14:52:28<34:13:53,  3.82s/it]
 30%|███       | 14025/46302 [14:52:32<34:13:26,  3.82s/it]
 30%|███       | 14026/46302 [14:52:36<34:13:39,  3.82s/it]
 30%|███       | 14027/46302 [14:52:40<34:14:18,  3.82s/it]
 30%|███       | 14028/46302 [14:52:44<34:15:17,  3.82s/it]
 30%|███       | 14029/46302 [14:52:47<34:14:50,  3.82s/it]
 30%|███       | 14030/46302 [14:52:51<34:15:07,  3.82s/it]
 30%|███       | 14031/46302 [14:52:55<34:14:41,  3.82s/it]
 30%|███       | 14032/46302 [14:52:59<34:14:59,  3.82s/it]
 30%|███       | 14033/46302 [14:53:03<34:16:23,  3.82s/it]
 30%|███       | 14034/46302 [14:53:06<34:15:28,  3.82s/it]
 30%|███       | 14035/46302 [14:53:10<34:15:30,  3.82s/it]
 30%|███       | 14036/46302 [14:53:14<34:14:52,  3.82s/it]
 30%|███       | 14037/46302 [14:53:18<34:14:24,  3.82s/it]
 30%|███       | 14038/46302 [14:53:22<34:14:31,  3.82s/it]
 30%|███       | 14039/46302 [14:53:26<34:14:40,  3.82s/it]
 30%|███       | 14040/46302 [14:53:29<34:14:03,  3.82s/it]
 30%|███       | 14041/46302 [14:53:33<34:13:44,  3.82s/it]
 30%|███       | 14042/46302 [14:53:37<34:14:05,  3.82s/it]
 30%|███       | 14043/46302 [14:53:41<34:13:41,  3.82s/it]
 30%|███       | 14044/46302 [14:53:45<34:13:52,  3.82s/it]
 30%|███       | 14045/46302 [14:53:49<34:13:31,  3.82s/it]
 30%|███       | 14046/46302 [14:53:52<34:14:04,  3.82s/it]
 30%|███       | 14047/46302 [14:53:56<34:13:13,  3.82s/it]
 30%|███       | 14048/46302 [14:54:00<34:12:48,  3.82s/it]
 30%|███       | 14049/46302 [14:54:04<34:12:38,  3.82s/it]
 30%|███       | 14050/46302 [14:54:08<34:12:41,  3.82s/it]
 30%|███       | 14051/46302 [14:54:11<34:12:56,  3.82s/it]
 30%|███       | 14052/46302 [14:54:15<34:12:42,  3.82s/it]
 30%|███       | 14053/46302 [14:54:19<34:12:43,  3.82s/it]
 30%|███       | 14054/46302 [14:54:23<34:12:37,  3.82s/it]
 30%|███       | 14055/46302 [14:54:27<34:12:58,  3.82s/it]
 30%|███       | 14056/46302 [14:54:31<34:13:45,  3.82s/it]
 30%|███       | 14057/46302 [14:54:34<34:14:00,  3.82s/it]
 30%|███       | 14058/46302 [14:54:38<34:13:23,  3.82s/it]
 30%|███       | 14059/46302 [14:54:42<34:13:10,  3.82s/it]
 30%|███       | 14060/46302 [14:54:46<34:13:34,  3.82s/it]
 30%|███       | 14061/46302 [14:54:50<34:13:23,  3.82s/it]
 30%|███       | 14062/46302 [14:54:53<34:13:14,  3.82s/it]
 30%|███       | 14063/46302 [14:54:57<34:12:33,  3.82s/it]
 30%|███       | 14064/46302 [14:55:01<34:12:37,  3.82s/it]
 30%|███       | 14065/46302 [14:55:05<34:12:19,  3.82s/it]
 30%|███       | 14066/46302 [14:55:09<34:12:20,  3.82s/it]
 30%|███       | 14067/46302 [14:55:13<34:12:43,  3.82s/it]
 30%|███       | 14068/46302 [14:55:16<34:12:58,  3.82s/it]
 30%|███       | 14069/46302 [14:55:20<34:13:01,  3.82s/it]
 30%|███       | 14070/46302 [14:55:24<34:12:39,  3.82s/it]
 30%|███       | 14071/46302 [14:55:28<34:11:59,  3.82s/it]
 30%|███       | 14072/46302 [14:55:32<34:12:26,  3.82s/it]
 30%|███       | 14073/46302 [14:55:35<34:12:08,  3.82s/it]
 30%|███       | 14074/46302 [14:55:39<34:11:40,  3.82s/it]
 30%|███       | 14075/46302 [14:55:43<34:11:33,  3.82s/it]
 30%|███       | 14076/46302 [14:55:47<34:11:43,  3.82s/it]
 30%|███       | 14077/46302 [14:55:51<34:11:43,  3.82s/it]
 30%|███       | 14078/46302 [14:55:55<34:11:39,  3.82s/it]
 30%|███       | 14079/46302 [14:55:58<34:11:17,  3.82s/it]
 30%|███       | 14080/46302 [14:56:02<34:11:27,  3.82s/it]
 30%|███       | 14081/46302 [14:56:06<34:10:58,  3.82s/it]
 30%|███       | 14082/46302 [14:56:10<34:10:42,  3.82s/it]
 30%|███       | 14083/46302 [14:56:14<34:10:25,  3.82s/it]
 30%|███       | 14084/46302 [14:56:17<34:10:21,  3.82s/it]
 30%|███       | 14085/46302 [14:56:21<34:10:08,  3.82s/it]
 30%|███       | 14086/46302 [14:56:25<34:10:53,  3.82s/it]
 30%|███       | 14087/46302 [14:56:29<34:11:09,  3.82s/it]
 30%|███       | 14088/46302 [14:56:33<34:10:42,  3.82s/it]
 30%|███       | 14089/46302 [14:56:37<34:10:35,  3.82s/it]
 30%|███       | 14090/46302 [14:56:40<34:10:18,  3.82s/it]
 30%|███       | 14091/46302 [14:56:44<34:10:23,  3.82s/it]
 30%|███       | 14092/46302 [14:56:48<34:10:25,  3.82s/it]
 30%|███       | 14093/46302 [14:56:52<34:09:40,  3.82s/it]
 30%|███       | 14094/46302 [14:56:56<34:09:52,  3.82s/it]
 30%|███       | 14095/46302 [14:57:00<34:09:55,  3.82s/it]
 30%|███       | 14096/46302 [14:57:03<34:10:30,  3.82s/it]
 30%|███       | 14097/46302 [14:57:07<34:10:51,  3.82s/it]
 30%|███       | 14098/46302 [14:57:11<34:11:03,  3.82s/it]
 30%|███       | 14099/46302 [14:57:15<34:12:16,  3.82s/it]
 30%|███       | 14100/46302 [14:57:19<34:12:13,  3.82s/it]
 30%|███       | 14101/46302 [14:57:22<34:12:03,  3.82s/it]
 30%|███       | 14102/46302 [14:57:26<34:11:35,  3.82s/it]
 30%|███       | 14103/46302 [14:57:30<34:11:20,  3.82s/it]
 30%|███       | 14104/46302 [14:57:34<34:11:24,  3.82s/it]
 30%|███       | 14105/46302 [14:57:38<34:11:08,  3.82s/it]
 30%|███       | 14106/46302 [14:57:42<34:11:03,  3.82s/it]
 30%|███       | 14107/46302 [14:57:45<34:09:56,  3.82s/it]
 30%|███       | 14108/46302 [14:57:49<34:09:22,  3.82s/it]
 30%|███       | 14109/46302 [14:57:53<34:09:04,  3.82s/it]
 30%|███       | 14110/46302 [14:57:57<34:09:55,  3.82s/it]
 30%|███       | 14111/46302 [14:58:01<34:09:44,  3.82s/it]
 30%|███       | 14112/46302 [14:58:04<34:09:51,  3.82s/it]
 30%|███       | 14113/46302 [14:58:08<34:09:30,  3.82s/it]
 30%|███       | 14114/46302 [14:58:12<34:09:39,  3.82s/it]
 30%|███       | 14115/46302 [14:58:16<34:09:12,  3.82s/it]
 30%|███       | 14116/46302 [14:58:20<34:09:23,  3.82s/it]
 30%|███       | 14117/46302 [14:58:24<34:09:03,  3.82s/it]
 30%|███       | 14118/46302 [14:58:27<34:09:16,  3.82s/it]
 30%|███       | 14119/46302 [14:58:31<34:09:22,  3.82s/it]
 30%|███       | 14120/46302 [14:58:35<34:09:03,  3.82s/it]
 30%|███       | 14121/46302 [14:58:39<34:08:42,  3.82s/it]
 30%|███       | 14122/46302 [14:58:43<34:09:21,  3.82s/it]
 31%|███       | 14123/46302 [14:58:47<34:09:24,  3.82s/it]
 31%|███       | 14124/46302 [14:58:50<34:09:21,  3.82s/it]
 31%|███       | 14125/46302 [14:58:54<34:09:21,  3.82s/it]
 31%|███       | 14126/46302 [14:58:58<34:09:56,  3.82s/it]
 31%|███       | 14127/46302 [14:59:02<34:10:07,  3.82s/it]
 31%|███       | 14128/46302 [14:59:06<34:09:52,  3.82s/it]
 31%|███       | 14129/46302 [14:59:09<34:09:54,  3.82s/it]
 31%|███       | 14130/46302 [14:59:13<34:09:51,  3.82s/it]
 31%|███       | 14131/46302 [14:59:17<34:09:51,  3.82s/it]
 31%|███       | 14132/46302 [14:59:21<34:09:01,  3.82s/it]
 31%|███       | 14133/46302 [14:59:25<34:09:34,  3.82s/it]
 31%|███       | 14134/46302 [14:59:29<34:08:39,  3.82s/it]
 31%|███       | 14135/46302 [14:59:32<34:08:00,  3.82s/it]
 31%|███       | 14136/46302 [14:59:36<34:07:45,  3.82s/it]
 31%|███       | 14137/46302 [14:59:40<34:07:37,  3.82s/it]
 31%|███       | 14138/46302 [14:59:44<34:07:38,  3.82s/it]
 31%|███       | 14139/46302 [14:59:48<34:07:06,  3.82s/it]
 31%|███       | 14140/46302 [14:59:51<34:07:27,  3.82s/it]
 31%|███       | 14141/46302 [14:59:55<34:07:03,  3.82s/it]
 31%|███       | 14142/46302 [14:59:59<34:07:07,  3.82s/it]
 31%|███       | 14143/46302 [15:00:03<34:07:33,  3.82s/it]
 31%|███       | 14144/46302 [15:00:07<34:08:04,  3.82s/it]
 31%|███       | 14145/46302 [15:00:11<34:08:06,  3.82s/it]
 31%|███       | 14146/46302 [15:00:14<34:07:44,  3.82s/it]
 31%|███       | 14147/46302 [15:00:18<34:06:38,  3.82s/it]
 31%|███       | 14148/46302 [15:00:22<34:06:11,  3.82s/it]
 31%|███       | 14149/46302 [15:00:26<34:05:52,  3.82s/it]
 31%|███       | 14150/46302 [15:00:30<34:05:34,  3.82s/it]
 31%|███       | 14151/46302 [15:00:33<34:04:55,  3.82s/it]
 31%|███       | 14152/46302 [15:00:37<34:05:22,  3.82s/it]
 31%|███       | 14153/46302 [15:00:41<34:05:27,  3.82s/it]
 31%|███       | 14154/46302 [15:00:45<34:05:47,  3.82s/it]
 31%|███       | 14155/46302 [15:00:49<34:05:42,  3.82s/it]
 31%|███       | 14156/46302 [15:00:53<34:06:28,  3.82s/it]
 31%|███       | 14157/46302 [15:00:56<34:05:52,  3.82s/it]
 31%|███       | 14158/46302 [15:01:00<34:05:57,  3.82s/it]
 31%|███       | 14159/46302 [15:01:04<34:05:38,  3.82s/it]
 31%|███       | 14160/46302 [15:01:08<34:05:53,  3.82s/it]
 31%|███       | 14161/46302 [15:01:12<34:05:43,  3.82s/it]
 31%|███       | 14162/46302 [15:01:15<34:05:10,  3.82s/it]
 31%|███       | 14163/46302 [15:01:19<34:05:11,  3.82s/it]
 31%|███       | 14164/46302 [15:01:23<34:04:49,  3.82s/it]
 31%|███       | 14165/46302 [15:01:27<34:04:51,  3.82s/it]
 31%|███       | 14166/46302 [15:01:31<34:04:45,  3.82s/it]
 31%|███       | 14167/46302 [15:01:35<34:04:11,  3.82s/it]
 31%|███       | 14168/46302 [15:01:38<34:04:24,  3.82s/it]
 31%|███       | 14169/46302 [15:01:42<34:04:07,  3.82s/it]
 31%|███       | 14170/46302 [15:01:46<34:03:43,  3.82s/it]
 31%|███       | 14171/46302 [15:01:50<34:03:29,  3.82s/it]
 31%|███       | 14172/46302 [15:01:54<34:03:25,  3.82s/it]
 31%|███       | 14173/46302 [15:01:57<34:03:12,  3.82s/it]
 31%|███       | 14174/46302 [15:02:01<34:03:31,  3.82s/it]
 31%|███       | 14175/46302 [15:02:05<34:03:10,  3.82s/it]
 31%|███       | 14176/46302 [15:02:09<34:03:25,  3.82s/it]
 31%|███       | 14177/46302 [15:02:13<34:02:47,  3.82s/it]
 31%|███       | 14178/46302 [15:02:17<34:03:15,  3.82s/it]
 31%|███       | 14179/46302 [15:02:20<34:03:12,  3.82s/it]
 31%|███       | 14180/46302 [15:02:24<34:03:16,  3.82s/it]
 31%|███       | 14181/46302 [15:02:28<34:03:17,  3.82s/it]
 31%|███       | 14182/46302 [15:02:32<34:03:19,  3.82s/it]
 31%|███       | 14183/46302 [15:02:36<34:03:29,  3.82s/it]
 31%|███       | 14184/46302 [15:02:39<34:03:49,  3.82s/it]
 31%|███       | 14185/46302 [15:02:43<34:03:34,  3.82s/it]
 31%|███       | 14186/46302 [15:02:47<34:03:53,  3.82s/it]
 31%|███       | 14187/46302 [15:02:51<34:03:52,  3.82s/it]
 31%|███       | 14188/46302 [15:02:55<34:03:39,  3.82s/it]
 31%|███       | 14189/46302 [15:02:59<34:03:46,  3.82s/it]
 31%|███       | 14190/46302 [15:03:02<34:03:30,  3.82s/it]
 31%|███       | 14191/46302 [15:03:06<34:03:25,  3.82s/it]
 31%|███       | 14192/46302 [15:03:10<34:02:55,  3.82s/it]
 31%|███       | 14193/46302 [15:03:14<34:03:08,  3.82s/it]
 31%|███       | 14194/46302 [15:03:18<34:03:01,  3.82s/it]
 31%|███       | 14195/46302 [15:03:21<34:02:47,  3.82s/it]
 31%|███       | 14196/46302 [15:03:25<34:03:02,  3.82s/it]
 31%|███       | 14197/46302 [15:03:29<34:02:19,  3.82s/it]
 31%|███       | 14198/46302 [15:03:33<34:02:22,  3.82s/it]
 31%|███       | 14199/46302 [15:03:37<34:02:03,  3.82s/it]
 31%|███       | 14200/46302 [15:03:41<34:01:46,  3.82s/it]
 31%|███       | 14201/46302 [15:03:44<34:01:33,  3.82s/it]
 31%|███       | 14202/46302 [15:03:48<34:01:53,  3.82s/it]
 31%|███       | 14203/46302 [15:03:52<34:01:32,  3.82s/it]
 31%|███       | 14204/46302 [15:03:56<34:01:36,  3.82s/it]
 31%|███       | 14205/46302 [15:04:00<34:01:50,  3.82s/it]
 31%|███       | 14206/46302 [15:04:03<33:59:39,  3.81s/it]
 31%|███       | 14207/46302 [15:04:07<33:59:52,  3.81s/it]
 31%|███       | 14208/46302 [15:04:11<34:00:20,  3.81s/it]
 31%|███       | 14209/46302 [15:04:15<34:00:50,  3.82s/it]
 31%|███       | 14210/46302 [15:04:19<34:00:51,  3.82s/it]
 31%|███       | 14211/46302 [15:04:22<34:00:38,  3.82s/it]
 31%|███       | 14212/46302 [15:04:26<34:01:19,  3.82s/it]
 31%|███       | 14213/46302 [15:04:30<34:01:13,  3.82s/it]
 31%|███       | 14214/46302 [15:04:34<34:01:18,  3.82s/it]
 31%|███       | 14215/46302 [15:04:38<34:01:06,  3.82s/it]
 31%|███       | 14216/46302 [15:04:42<34:02:01,  3.82s/it]
 31%|███       | 14217/46302 [15:04:45<34:01:28,  3.82s/it]
 31%|███       | 14218/46302 [15:04:49<34:01:14,  3.82s/it]
 31%|███       | 14219/46302 [15:04:53<34:01:04,  3.82s/it]
 31%|███       | 14220/46302 [15:04:57<34:00:37,  3.82s/it]
 31%|███       | 14221/46302 [15:05:01<34:00:38,  3.82s/it]
 31%|███       | 14222/46302 [15:05:04<34:00:48,  3.82s/it]
 31%|███       | 14223/46302 [15:05:08<34:00:54,  3.82s/it]
 31%|███       | 14224/46302 [15:05:12<34:01:03,  3.82s/it]
 31%|███       | 14225/46302 [15:05:16<34:00:46,  3.82s/it]
 31%|███       | 14226/46302 [15:05:20<34:00:23,  3.82s/it]
 31%|███       | 14227/46302 [15:05:24<33:59:45,  3.82s/it]
 31%|███       | 14228/46302 [15:05:27<33:59:38,  3.82s/it]
 31%|███       | 14229/46302 [15:05:31<33:59:14,  3.81s/it]
 31%|███       | 14230/46302 [15:05:35<33:59:13,  3.81s/it]
 31%|███       | 14231/46302 [15:05:39<33:59:16,  3.82s/it]
 31%|███       | 14232/46302 [15:05:43<33:59:17,  3.82s/it]
 31%|███       | 14233/46302 [15:05:46<33:59:36,  3.82s/it]
 31%|███       | 14234/46302 [15:05:50<33:59:17,  3.82s/it]
 31%|███       | 14235/46302 [15:05:54<33:59:01,  3.82s/it]
 31%|███       | 14236/46302 [15:05:58<33:59:14,  3.82s/it]
 31%|███       | 14237/46302 [15:06:02<33:59:11,  3.82s/it]
 31%|███       | 14238/46302 [15:06:06<34:00:09,  3.82s/it]
 31%|███       | 14239/46302 [15:06:09<33:59:41,  3.82s/it]
 31%|███       | 14240/46302 [15:06:13<33:59:53,  3.82s/it]
 31%|███       | 14241/46302 [15:06:17<33:59:05,  3.82s/it]
 31%|███       | 14242/46302 [15:06:21<33:59:29,  3.82s/it]
 31%|███       | 14243/46302 [15:06:25<33:59:05,  3.82s/it]
 31%|███       | 14244/46302 [15:06:28<33:58:44,  3.82s/it]
 31%|███       | 14245/46302 [15:06:32<33:58:24,  3.82s/it]
 31%|███       | 14246/46302 [15:06:36<33:58:20,  3.82s/it]
 31%|███       | 14247/46302 [15:06:40<33:58:17,  3.82s/it]
 31%|███       | 14248/46302 [15:06:44<33:58:23,  3.82s/it]
 31%|███       | 14249/46302 [15:06:48<33:58:43,  3.82s/it]
 31%|███       | 14250/46302 [15:06:51<33:57:12,  3.81s/it]
 31%|███       | 14251/46302 [15:06:55<33:57:17,  3.81s/it]
 31%|███       | 14252/46302 [15:06:59<33:58:25,  3.82s/it]
 31%|███       | 14253/46302 [15:07:03<33:58:40,  3.82s/it]
 31%|███       | 14254/46302 [15:07:07<33:58:31,  3.82s/it]
 31%|███       | 14255/46302 [15:07:10<33:58:37,  3.82s/it]
 31%|███       | 14256/46302 [15:07:14<33:58:17,  3.82s/it]
 31%|███       | 14257/46302 [15:07:18<33:58:11,  3.82s/it]
 31%|███       | 14258/46302 [15:07:22<33:58:31,  3.82s/it]
 31%|███       | 14259/46302 [15:07:26<33:58:17,  3.82s/it]
 31%|███       | 14260/46302 [15:07:29<33:58:22,  3.82s/it]
 31%|███       | 14261/46302 [15:07:33<33:58:09,  3.82s/it]
 31%|███       | 14262/46302 [15:07:37<33:59:38,  3.82s/it]
 31%|███       | 14263/46302 [15:07:41<33:59:09,  3.82s/it]
 31%|███       | 14264/46302 [15:07:45<33:59:02,  3.82s/it]
 31%|███       | 14265/46302 [15:07:49<33:59:50,  3.82s/it]
 31%|███       | 14266/46302 [15:07:52<33:59:56,  3.82s/it]
 31%|███       | 14267/46302 [15:07:56<34:00:31,  3.82s/it]
 31%|███       | 14268/46302 [15:08:00<34:00:51,  3.82s/it]
 31%|███       | 14269/46302 [15:08:04<34:00:51,  3.82s/it]
 31%|███       | 14270/46302 [15:08:08<34:01:13,  3.82s/it]
 31%|███       | 14271/46302 [15:08:12<34:01:12,  3.82s/it]
 31%|███       | 14272/46302 [15:08:15<34:01:34,  3.82s/it]
 31%|███       | 14273/46302 [15:08:19<34:00:57,  3.82s/it]
 31%|███       | 14274/46302 [15:08:23<34:00:43,  3.82s/it]
 31%|███       | 14275/46302 [15:08:27<34:00:54,  3.82s/it]
 31%|███       | 14276/46302 [15:08:31<34:00:31,  3.82s/it]
 31%|███       | 14277/46302 [15:08:34<34:00:32,  3.82s/it]
 31%|███       | 14278/46302 [15:08:38<34:00:14,  3.82s/it]
 31%|███       | 14279/46302 [15:08:42<34:00:46,  3.82s/it]
 31%|███       | 14280/46302 [15:08:46<34:00:55,  3.82s/it]
 31%|███       | 14281/46302 [15:08:50<33:59:54,  3.82s/it]
 31%|███       | 14282/46302 [15:08:54<33:59:58,  3.82s/it]
 31%|███       | 14283/46302 [15:08:57<33:59:10,  3.82s/it]
 31%|███       | 14284/46302 [15:09:01<33:59:24,  3.82s/it]
 31%|███       | 14285/46302 [15:09:05<33:58:51,  3.82s/it]
 31%|███       | 14286/46302 [15:09:09<33:57:59,  3.82s/it]
 31%|███       | 14287/46302 [15:09:13<33:58:23,  3.82s/it]
 31%|███       | 14288/46302 [15:09:17<33:59:06,  3.82s/it]
 31%|███       | 14289/46302 [15:09:20<33:59:05,  3.82s/it]
 31%|███       | 14290/46302 [15:09:24<33:58:22,  3.82s/it]
 31%|███       | 14291/46302 [15:09:28<33:58:26,  3.82s/it]
 31%|███       | 14292/46302 [15:09:32<33:59:05,  3.82s/it]
 31%|███       | 14293/46302 [15:09:36<33:58:13,  3.82s/it]
 31%|███       | 14294/46302 [15:09:39<33:57:27,  3.82s/it]
 31%|███       | 14295/46302 [15:09:43<33:56:41,  3.82s/it]
 31%|███       | 14296/46302 [15:09:47<33:56:29,  3.82s/it]
 31%|███       | 14297/46302 [15:09:51<33:56:49,  3.82s/it]
 31%|███       | 14298/46302 [15:09:55<33:56:28,  3.82s/it]
 31%|███       | 14299/46302 [15:09:59<33:56:50,  3.82s/it]
 31%|███       | 14300/46302 [15:10:02<33:56:38,  3.82s/it]
 31%|███       | 14301/46302 [15:10:06<33:56:21,  3.82s/it]
 31%|███       | 14302/46302 [15:10:10<33:55:43,  3.82s/it]
 31%|███       | 14303/46302 [15:10:14<33:55:43,  3.82s/it]
 31%|███       | 14304/46302 [15:10:18<33:55:48,  3.82s/it]
 31%|███       | 14305/46302 [15:10:21<33:55:37,  3.82s/it]
 31%|███       | 14306/46302 [15:10:25<33:56:24,  3.82s/it]
 31%|███       | 14307/46302 [15:10:29<33:56:50,  3.82s/it]
 31%|███       | 14308/46302 [15:10:33<33:57:08,  3.82s/it]
 31%|███       | 14309/46302 [15:10:37<33:56:55,  3.82s/it]
 31%|███       | 14310/46302 [15:10:41<33:56:18,  3.82s/it]
 31%|███       | 14311/46302 [15:10:44<33:56:11,  3.82s/it]
 31%|███       | 14312/46302 [15:10:48<33:56:22,  3.82s/it]
 31%|███       | 14313/46302 [15:10:52<33:56:13,  3.82s/it]
 31%|███       | 14314/46302 [15:10:56<33:56:40,  3.82s/it]
 31%|███       | 14315/46302 [15:11:00<33:57:19,  3.82s/it]
 31%|███       | 14316/46302 [15:11:03<33:56:46,  3.82s/it]
 31%|███       | 14317/46302 [15:11:07<33:56:36,  3.82s/it]
 31%|███       | 14318/46302 [15:11:11<33:56:17,  3.82s/it]
 31%|███       | 14319/46302 [15:11:15<33:55:50,  3.82s/it]
 31%|███       | 14320/46302 [15:11:19<33:55:26,  3.82s/it]
 31%|███       | 14321/46302 [15:11:23<33:54:59,  3.82s/it]
 31%|███       | 14322/46302 [15:11:26<33:55:25,  3.82s/it]
 31%|███       | 14323/46302 [15:11:30<33:55:12,  3.82s/it]
 31%|███       | 14324/46302 [15:11:34<33:55:14,  3.82s/it]
 31%|███       | 14325/46302 [15:11:38<33:49:53,  3.81s/it]
 31%|███       | 14326/46302 [15:11:42<33:46:35,  3.80s/it]
 31%|███       | 14327/46302 [15:11:45<33:45:02,  3.80s/it]
 31%|███       | 14328/46302 [15:11:49<33:43:38,  3.80s/it]
 31%|███       | 14329/46302 [15:11:53<33:41:27,  3.79s/it]
 31%|███       | 14330/46302 [15:11:57<33:39:36,  3.79s/it]
 31%|███       | 14331/46302 [15:12:01<33:40:09,  3.79s/it]
 31%|███       | 14332/46302 [15:12:04<33:37:23,  3.79s/it]
 31%|███       | 14333/46302 [15:12:08<33:37:26,  3.79s/it]
 31%|███       | 14334/46302 [15:12:12<33:36:45,  3.79s/it]
 31%|███       | 14335/46302 [15:12:16<33:36:58,  3.79s/it]
 31%|███       | 14336/46302 [15:12:19<33:39:22,  3.79s/it]
 31%|███       | 14337/46302 [15:12:23<33:39:28,  3.79s/it]
 31%|███       | 14338/46302 [15:12:27<33:38:43,  3.79s/it]
 31%|███       | 14339/46302 [15:12:31<33:37:20,  3.79s/it]
 31%|███       | 14340/46302 [15:12:35<33:36:29,  3.79s/it]
 31%|███       | 14341/46302 [15:12:38<33:37:27,  3.79s/it]
 31%|███       | 14342/46302 [15:12:42<33:37:04,  3.79s/it]
 31%|███       | 14343/46302 [15:12:46<33:36:35,  3.79s/it]
 31%|███       | 14344/46302 [15:12:50<33:36:13,  3.79s/it]
 31%|███       | 14345/46302 [15:12:54<33:35:26,  3.78s/it]
 31%|███       | 14346/46302 [15:12:57<33:36:19,  3.79s/it]
 31%|███       | 14347/46302 [15:13:01<33:36:57,  3.79s/it]
 31%|███       | 14348/46302 [15:13:05<33:37:19,  3.79s/it]
 31%|███       | 14349/46302 [15:13:09<33:38:26,  3.79s/it]
 31%|███       | 14350/46302 [15:13:12<33:38:19,  3.79s/it]
 31%|███       | 14351/46302 [15:13:16<33:38:31,  3.79s/it]
 31%|███       | 14352/46302 [15:13:20<33:37:09,  3.79s/it]
 31%|███       | 14353/46302 [15:13:24<33:39:11,  3.79s/it]
 31%|███       | 14354/46302 [15:13:28<33:39:20,  3.79s/it]
 31%|███       | 14355/46302 [15:13:31<33:41:09,  3.80s/it]
 31%|███       | 14356/46302 [15:13:35<33:38:57,  3.79s/it]
 31%|███       | 14357/46302 [15:13:39<33:37:07,  3.79s/it]
 31%|███       | 14358/46302 [15:13:43<33:38:02,  3.79s/it]
 31%|███       | 14359/46302 [15:13:47<33:36:41,  3.79s/it]
 31%|███       | 14360/46302 [15:13:50<33:37:28,  3.79s/it]
 31%|███       | 14361/46302 [15:13:54<33:35:38,  3.79s/it]
 31%|███       | 14362/46302 [15:13:58<33:36:18,  3.79s/it]
 31%|███       | 14363/46302 [15:14:02<33:35:59,  3.79s/it]
 31%|███       | 14364/46302 [15:14:06<33:35:22,  3.79s/it]
 31%|███       | 14365/46302 [15:14:09<33:34:39,  3.78s/it]
 31%|███       | 14366/46302 [15:14:13<33:34:38,  3.79s/it]
 31%|███       | 14367/46302 [15:14:17<33:33:16,  3.78s/it]
 31%|███       | 14368/46302 [15:14:21<33:35:22,  3.79s/it]
 31%|███       | 14369/46302 [15:14:24<33:36:04,  3.79s/it]
 31%|███       | 14370/46302 [15:14:28<33:35:59,  3.79s/it]
 31%|███       | 14371/46302 [15:14:32<33:37:25,  3.79s/it]
 31%|███       | 14372/46302 [15:14:36<33:39:01,  3.79s/it]
 31%|███       | 14373/46302 [15:14:40<33:38:44,  3.79s/it]
 31%|███       | 14374/46302 [15:14:43<33:36:33,  3.79s/it]
 31%|███       | 14375/46302 [15:14:47<33:36:22,  3.79s/it]
 31%|███       | 14376/46302 [15:14:51<33:35:37,  3.79s/it]
 31%|███       | 14377/46302 [15:14:55<33:36:24,  3.79s/it]
 31%|███       | 14378/46302 [15:14:59<33:35:44,  3.79s/it]
 31%|███       | 14379/46302 [15:15:02<33:37:16,  3.79s/it]
 31%|███       | 14380/46302 [15:15:06<33:36:07,  3.79s/it]
 31%|███       | 14381/46302 [15:15:10<33:34:39,  3.79s/it]
 31%|███       | 14382/46302 [15:15:14<33:34:29,  3.79s/it]
 31%|███       | 14383/46302 [15:15:17<33:35:44,  3.79s/it]
 31%|███       | 14384/46302 [15:15:21<33:34:47,  3.79s/it]
 31%|███       | 14385/46302 [15:15:25<33:34:37,  3.79s/it]
 31%|███       | 14386/46302 [15:15:29<33:33:48,  3.79s/it]
 31%|███       | 14387/46302 [15:15:33<33:35:00,  3.79s/it]
 31%|███       | 14388/46302 [15:15:36<33:34:05,  3.79s/it]
 31%|███       | 14389/46302 [15:15:40<33:33:41,  3.79s/it]
 31%|███       | 14390/46302 [15:15:44<33:35:41,  3.79s/it]
 31%|███       | 14391/46302 [15:15:48<33:34:12,  3.79s/it]
 31%|███       | 14392/46302 [15:15:52<33:33:03,  3.79s/it]
 31%|███       | 14393/46302 [15:15:55<33:32:15,  3.78s/it]
 31%|███       | 14394/46302 [15:15:59<33:32:37,  3.78s/it]
 31%|███       | 14395/46302 [15:16:03<33:31:41,  3.78s/it]
 31%|███       | 14396/46302 [15:16:07<33:34:50,  3.79s/it]
 31%|███       | 14397/46302 [15:16:11<33:34:37,  3.79s/it]
 31%|███       | 14398/46302 [15:16:14<33:34:13,  3.79s/it]
 31%|███       | 14399/46302 [15:16:18<33:32:41,  3.79s/it]
 31%|███       | 14400/46302 [15:16:22<33:34:48,  3.79s/it]
 31%|███       | 14401/46302 [15:16:26<33:33:13,  3.79s/it]
 31%|███       | 14402/46302 [15:16:29<33:34:29,  3.79s/it]
 31%|███       | 14403/46302 [15:16:33<33:34:39,  3.79s/it]
 31%|███       | 14404/46302 [15:16:37<33:34:35,  3.79s/it]
 31%|███       | 14405/46302 [15:16:41<33:32:12,  3.79s/it]
 31%|███       | 14406/46302 [15:16:45<33:32:09,  3.79s/it]
 31%|███       | 14407/46302 [15:16:48<33:31:54,  3.78s/it]
 31%|███       | 14408/46302 [15:16:52<33:31:14,  3.78s/it]
 31%|███       | 14409/46302 [15:16:56<33:31:29,  3.78s/it]
 31%|███       | 14410/46302 [15:17:00<33:32:49,  3.79s/it]
 31%|███       | 14411/46302 [15:17:04<33:32:24,  3.79s/it]
 31%|███       | 14412/46302 [15:17:07<33:32:49,  3.79s/it]
 31%|███       | 14413/46302 [15:17:11<33:34:02,  3.79s/it]
 31%|███       | 14414/46302 [15:17:15<33:35:52,  3.79s/it]
 31%|███       | 14415/46302 [15:17:19<33:34:44,  3.79s/it]
 31%|███       | 14416/46302 [15:17:22<33:34:44,  3.79s/it]
 31%|███       | 14417/46302 [15:17:26<33:34:49,  3.79s/it]
 31%|███       | 14418/46302 [15:17:30<33:33:54,  3.79s/it]
 31%|███       | 14419/46302 [15:17:34<33:34:06,  3.79s/it]
 31%|███       | 14420/46302 [15:17:38<33:33:11,  3.79s/it]
 31%|███       | 14421/46302 [15:17:41<33:34:11,  3.79s/it]
 31%|███       | 14422/46302 [15:17:45<33:33:44,  3.79s/it]
 31%|███       | 14423/46302 [15:17:49<33:33:06,  3.79s/it]
 31%|███       | 14424/46302 [15:17:53<33:32:25,  3.79s/it]
 31%|███       | 14425/46302 [15:17:57<33:32:40,  3.79s/it]
 31%|███       | 14426/46302 [15:18:00<33:32:46,  3.79s/it]
 31%|███       | 14427/46302 [15:18:04<33:34:11,  3.79s/it]
 31%|███       | 14428/46302 [15:18:08<33:33:26,  3.79s/it]
 31%|███       | 14429/46302 [15:18:12<33:31:52,  3.79s/it]
 31%|███       | 14430/46302 [15:18:16<33:33:06,  3.79s/it]
 31%|███       | 14431/46302 [15:18:19<33:33:19,  3.79s/it]
 31%|███       | 14432/46302 [15:18:23<33:33:19,  3.79s/it]
 31%|███       | 14433/46302 [15:18:27<33:31:39,  3.79s/it]
 31%|███       | 14434/46302 [15:18:31<33:32:02,  3.79s/it]
 31%|███       | 14435/46302 [15:18:34<33:30:34,  3.79s/it]
 31%|███       | 14436/46302 [15:18:38<33:31:57,  3.79s/it]
 31%|███       | 14437/46302 [15:18:42<33:31:18,  3.79s/it]
 31%|███       | 14438/46302 [15:18:46<33:31:47,  3.79s/it]
 31%|███       | 14439/46302 [15:18:50<33:31:04,  3.79s/it]
 31%|███       | 14440/46302 [15:18:53<33:29:51,  3.78s/it]
 31%|███       | 14441/46302 [15:18:57<33:31:01,  3.79s/it]
 31%|███       | 14442/46302 [15:19:01<33:30:07,  3.79s/it]
 31%|███       | 14443/46302 [15:19:05<33:29:16,  3.78s/it]
 31%|███       | 14444/46302 [15:19:09<33:28:37,  3.78s/it]
 31%|███       | 14445/46302 [15:19:12<33:28:53,  3.78s/it]
 31%|███       | 14446/46302 [15:19:16<33:28:50,  3.78s/it]
 31%|███       | 14447/46302 [15:19:20<33:30:46,  3.79s/it]
 31%|███       | 14448/46302 [15:19:24<33:29:29,  3.79s/it]
 31%|███       | 14449/46302 [15:19:27<33:30:31,  3.79s/it]
 31%|███       | 14450/46302 [15:19:31<33:32:45,  3.79s/it]
 31%|███       | 14451/46302 [15:19:35<33:37:13,  3.80s/it]
 31%|███       | 14452/46302 [15:19:39<33:40:28,  3.81s/it]
 31%|███       | 14453/46302 [15:19:43<33:43:02,  3.81s/it]
 31%|███       | 14454/46302 [15:19:47<33:44:22,  3.81s/it]
 31%|███       | 14455/46302 [15:19:50<33:44:42,  3.81s/it]
 31%|███       | 14456/46302 [15:19:54<33:45:19,  3.82s/it]
 31%|███       | 14457/46302 [15:19:58<33:45:27,  3.82s/it]
 31%|███       | 14458/46302 [15:20:02<33:46:00,  3.82s/it]
 31%|███       | 14459/46302 [15:20:06<33:45:10,  3.82s/it]
 31%|███       | 14460/46302 [15:20:09<33:45:10,  3.82s/it]
 31%|███       | 14461/46302 [15:20:13<33:45:58,  3.82s/it]
 31%|███       | 14462/46302 [15:20:17<33:46:03,  3.82s/it]
 31%|███       | 14463/46302 [15:20:21<33:46:12,  3.82s/it]
 31%|███       | 14464/46302 [15:20:25<33:46:49,  3.82s/it]
 31%|███       | 14465/46302 [15:20:29<33:47:02,  3.82s/it]
 31%|███       | 14466/46302 [15:20:32<33:47:05,  3.82s/it]
 31%|███       | 14467/46302 [15:20:36<33:45:48,  3.82s/it]
 31%|███       | 14468/46302 [15:20:40<33:46:42,  3.82s/it]
 31%|███       | 14469/46302 [15:20:44<33:45:47,  3.82s/it]
 31%|███▏      | 14470/46302 [15:20:48<33:46:07,  3.82s/it]
 31%|███▏      | 14471/46302 [15:20:51<33:46:25,  3.82s/it]
 31%|███▏      | 14472/46302 [15:20:55<33:46:31,  3.82s/it]
 31%|███▏      | 14473/46302 [15:20:59<33:46:28,  3.82s/it]
 31%|███▏      | 14474/46302 [15:21:03<33:46:41,  3.82s/it]
 31%|███▏      | 14475/46302 [15:21:07<33:46:08,  3.82s/it]
 31%|███▏      | 14476/46302 [15:21:11<33:46:19,  3.82s/it]
 31%|███▏      | 14477/46302 [15:21:14<33:45:52,  3.82s/it]
 31%|███▏      | 14478/46302 [15:21:18<33:45:58,  3.82s/it]
 31%|███▏      | 14479/46302 [15:21:22<33:46:13,  3.82s/it]
 31%|███▏      | 14480/46302 [15:21:26<33:46:39,  3.82s/it]
 31%|███▏      | 14481/46302 [15:21:30<33:46:40,  3.82s/it]
 31%|███▏      | 14482/46302 [15:21:34<33:47:03,  3.82s/it]
 31%|███▏      | 14483/46302 [15:21:37<33:47:16,  3.82s/it]
 31%|███▏      | 14484/46302 [15:21:41<33:47:17,  3.82s/it]
 31%|███▏      | 14485/46302 [15:21:45<33:46:48,  3.82s/it]
 31%|███▏      | 14486/46302 [15:21:49<33:46:33,  3.82s/it]
 31%|███▏      | 14487/46302 [15:21:53<33:46:02,  3.82s/it]
 31%|███▏      | 14488/46302 [15:21:56<33:45:56,  3.82s/it]
 31%|███▏      | 14489/46302 [15:22:00<33:45:58,  3.82s/it]
 31%|███▏      | 14490/46302 [15:22:04<33:45:57,  3.82s/it]
 31%|███▏      | 14491/46302 [15:22:08<33:42:07,  3.81s/it]
 31%|███▏      | 14492/46302 [15:22:12<33:38:04,  3.81s/it]
 31%|███▏      | 14493/46302 [15:22:15<33:34:03,  3.80s/it]
 31%|███▏      | 14494/46302 [15:22:19<33:32:20,  3.80s/it]
 31%|███▏      | 14495/46302 [15:22:23<33:32:02,  3.80s/it]
 31%|███▏      | 14496/46302 [15:22:27<33:32:49,  3.80s/it]
 31%|███▏      | 14497/46302 [15:22:31<33:31:55,  3.80s/it]
 31%|███▏      | 14498/46302 [15:22:34<33:31:01,  3.79s/it]
 31%|███▏      | 14499/46302 [15:22:38<33:29:38,  3.79s/it]
 31%|███▏      | 14500/46302 [15:22:42<33:29:55,  3.79s/it]
                                                           
{'loss': 3.3417, 'learning_rate': 0.003509999558518388, 'epoch': 0.31}

 31%|███▏      | 14500/46302 [15:22:42<33:29:55,  3.79s/it]
 31%|███▏      | 14501/46302 [15:22:46<33:30:47,  3.79s/it]
 31%|███▏      | 14502/46302 [15:22:50<33:29:21,  3.79s/it]
 31%|███▏      | 14503/46302 [15:22:53<33:28:14,  3.79s/it]
 31%|███▏      | 14504/46302 [15:22:57<33:28:57,  3.79s/it]
 31%|███▏      | 14505/46302 [15:23:01<33:28:06,  3.79s/it]
 31%|███▏      | 14506/46302 [15:23:05<33:27:31,  3.79s/it]
 31%|███▏      | 14507/46302 [15:23:08<33:25:38,  3.78s/it]
 31%|███▏      | 14508/46302 [15:23:12<33:26:34,  3.79s/it]
 31%|███▏      | 14509/46302 [15:23:16<33:27:41,  3.79s/it]
 31%|███▏      | 14510/46302 [15:23:20<33:27:52,  3.79s/it]
 31%|███▏      | 14511/46302 [15:23:24<33:27:25,  3.79s/it]
 31%|███▏      | 14512/46302 [15:23:27<33:26:11,  3.79s/it]
 31%|███▏      | 14513/46302 [15:23:31<33:28:16,  3.79s/it]
 31%|███▏      | 14514/46302 [15:23:35<33:26:48,  3.79s/it]
 31%|███▏      | 14515/46302 [15:23:39<33:28:33,  3.79s/it]
 31%|███▏      | 14516/46302 [15:23:43<33:31:04,  3.80s/it]
 31%|███▏      | 14517/46302 [15:23:46<33:28:40,  3.79s/it]
 31%|███▏      | 14518/46302 [15:23:50<33:30:28,  3.80s/it]
 31%|███▏      | 14519/46302 [15:23:54<33:29:10,  3.79s/it]
 31%|███▏      | 14520/46302 [15:23:58<33:31:52,  3.80s/it]
 31%|███▏      | 14521/46302 [15:24:02<33:31:25,  3.80s/it]
 31%|███▏      | 14522/46302 [15:24:05<33:28:38,  3.79s/it]
 31%|███▏      | 14523/46302 [15:24:09<33:27:19,  3.79s/it]
 31%|███▏      | 14524/46302 [15:24:13<33:26:18,  3.79s/it]
 31%|███▏      | 14525/46302 [15:24:17<33:26:32,  3.79s/it]
 31%|███▏      | 14526/46302 [15:24:21<33:26:38,  3.79s/it]
 31%|███▏      | 14527/46302 [15:24:24<33:29:11,  3.79s/it]
 31%|███▏      | 14528/46302 [15:24:28<33:29:02,  3.79s/it]
 31%|███▏      | 14529/46302 [15:24:32<33:28:17,  3.79s/it]
 31%|███▏      | 14530/46302 [15:24:36<33:29:23,  3.79s/it]
 31%|███▏      | 14531/46302 [15:24:40<33:27:49,  3.79s/it]
 31%|███▏      | 14532/46302 [15:24:43<33:25:33,  3.79s/it]
 31%|███▏      | 14533/46302 [15:24:47<33:26:58,  3.79s/it]
 31%|███▏      | 14534/46302 [15:24:51<33:26:01,  3.79s/it]
 31%|███▏      | 14535/46302 [15:24:55<33:26:35,  3.79s/it]
 31%|███▏      | 14536/46302 [15:24:58<33:29:40,  3.80s/it]
 31%|███▏      | 14537/46302 [15:25:02<33:33:58,  3.80s/it]
 31%|███▏      | 14538/46302 [15:25:06<33:35:15,  3.81s/it]
 31%|███▏      | 14539/46302 [15:25:10<33:35:50,  3.81s/it]
 31%|███▏      | 14540/46302 [15:25:14<33:36:08,  3.81s/it]
 31%|███▏      | 14541/46302 [15:25:18<33:38:22,  3.81s/it]
 31%|███▏      | 14542/46302 [15:25:21<33:39:14,  3.81s/it]
 31%|███▏      | 14543/46302 [15:25:25<33:40:14,  3.82s/it]
 31%|███▏      | 14544/46302 [15:25:29<33:41:10,  3.82s/it]
 31%|███▏      | 14545/46302 [15:25:33<33:41:24,  3.82s/it]
 31%|███▏      | 14546/46302 [15:25:37<33:40:53,  3.82s/it]
 31%|███▏      | 14547/46302 [15:25:40<33:41:35,  3.82s/it]
 31%|███▏      | 14548/46302 [15:25:44<33:40:50,  3.82s/it]
 31%|███▏      | 14549/46302 [15:25:48<33:41:59,  3.82s/it]
 31%|███▏      | 14550/46302 [15:25:52<33:41:20,  3.82s/it]
 31%|███▏      | 14551/46302 [15:25:56<33:40:47,  3.82s/it]
 31%|███▏      | 14552/46302 [15:26:00<33:40:47,  3.82s/it]
 31%|███▏      | 14553/46302 [15:26:03<33:41:17,  3.82s/it]
 31%|███▏      | 14554/46302 [15:26:07<33:41:42,  3.82s/it]
 31%|███▏      | 14555/46302 [15:26:11<33:41:56,  3.82s/it]
 31%|███▏      | 14556/46302 [15:26:15<33:41:43,  3.82s/it]
 31%|███▏      | 14557/46302 [15:26:19<33:41:48,  3.82s/it]
 31%|███▏      | 14558/46302 [15:26:22<33:41:33,  3.82s/it]
 31%|███▏      | 14559/46302 [15:26:26<33:40:54,  3.82s/it]
 31%|███▏      | 14560/46302 [15:26:30<33:39:53,  3.82s/it]
 31%|███▏      | 14561/46302 [15:26:34<33:40:07,  3.82s/it]
 31%|███▏      | 14562/46302 [15:26:38<33:39:42,  3.82s/it]
 31%|███▏      | 14563/46302 [15:26:42<33:39:58,  3.82s/it]
 31%|███▏      | 14564/46302 [15:26:45<33:39:45,  3.82s/it]
 31%|███▏      | 14565/46302 [15:26:49<33:39:50,  3.82s/it]
 31%|███▏      | 14566/46302 [15:26:53<33:39:08,  3.82s/it]
 31%|███▏      | 14567/46302 [15:26:57<33:36:16,  3.81s/it]
 31%|███▏      | 14568/46302 [15:27:01<33:37:58,  3.82s/it]
 31%|███▏      | 14569/46302 [15:27:04<33:36:30,  3.81s/it]
 31%|███▏      | 14570/46302 [15:27:08<33:34:31,  3.81s/it]
 31%|███▏      | 14571/46302 [15:27:12<33:36:52,  3.81s/it]
 31%|███▏      | 14572/46302 [15:27:16<33:38:00,  3.82s/it]
 31%|███▏      | 14573/46302 [15:27:20<33:39:33,  3.82s/it]
 31%|███▏      | 14574/46302 [15:27:24<33:40:05,  3.82s/it]
 31%|███▏      | 14575/46302 [15:27:27<33:41:59,  3.82s/it]
 31%|███▏      | 14576/46302 [15:27:31<33:37:43,  3.82s/it]
 31%|███▏      | 14577/46302 [15:27:35<33:37:55,  3.82s/it]
 31%|███▏      | 14578/46302 [15:27:39<33:38:48,  3.82s/it]
 31%|███▏      | 14579/46302 [15:27:43<33:39:01,  3.82s/it]
 31%|███▏      | 14580/46302 [15:27:46<33:39:20,  3.82s/it]
 31%|███▏      | 14581/46302 [15:27:50<33:39:35,  3.82s/it]
 31%|███▏      | 14582/46302 [15:27:54<33:39:27,  3.82s/it]
 31%|███▏      | 14583/46302 [15:27:58<33:39:34,  3.82s/it]
 31%|███▏      | 14584/46302 [15:28:02<33:39:32,  3.82s/it]
 31%|███▏      | 14585/46302 [15:28:06<33:39:19,  3.82s/it]
 32%|███▏      | 14586/46302 [15:28:09<33:39:01,  3.82s/it]
 32%|███▏      | 14587/46302 [15:28:13<33:39:20,  3.82s/it]
 32%|███▏      | 14588/46302 [15:28:17<33:38:39,  3.82s/it]
 32%|███▏      | 14589/46302 [15:28:21<33:38:01,  3.82s/it]
 32%|███▏      | 14590/46302 [15:28:25<33:38:51,  3.82s/it]
 32%|███▏      | 14591/46302 [15:28:28<33:38:55,  3.82s/it]
 32%|███▏      | 14592/46302 [15:28:32<33:38:52,  3.82s/it]
 32%|███▏      | 14593/46302 [15:28:36<33:38:31,  3.82s/it]
 32%|███▏      | 14594/46302 [15:28:40<33:38:34,  3.82s/it]
 32%|███▏      | 14595/46302 [15:28:44<33:37:58,  3.82s/it]
 32%|███▏      | 14596/46302 [15:28:48<33:37:40,  3.82s/it]
 32%|███▏      | 14597/46302 [15:28:51<33:37:38,  3.82s/it]
 32%|███▏      | 14598/46302 [15:28:55<33:37:33,  3.82s/it]
 32%|███▏      | 14599/46302 [15:28:59<33:37:29,  3.82s/it]
 32%|███▏      | 14600/46302 [15:29:03<33:36:27,  3.82s/it]
 32%|███▏      | 14601/46302 [15:29:07<33:36:27,  3.82s/it]
 32%|███▏      | 14602/46302 [15:29:10<33:36:07,  3.82s/it]
 32%|███▏      | 14603/46302 [15:29:14<33:36:30,  3.82s/it]
 32%|███▏      | 14604/46302 [15:29:18<33:37:01,  3.82s/it]
 32%|███▏      | 14605/46302 [15:29:22<33:36:03,  3.82s/it]
 32%|███▏      | 14606/46302 [15:29:26<33:35:43,  3.82s/it]
 32%|███▏      | 14607/46302 [15:29:30<33:35:30,  3.82s/it]
 32%|███▏      | 14608/46302 [15:29:33<33:35:47,  3.82s/it]
 32%|███▏      | 14609/46302 [15:29:37<33:34:48,  3.81s/it]
 32%|███▏      | 14610/46302 [15:29:41<33:35:25,  3.82s/it]
 32%|███▏      | 14611/46302 [15:29:45<33:36:07,  3.82s/it]
 32%|███▏      | 14612/46302 [15:29:49<33:35:57,  3.82s/it]
 32%|███▏      | 14613/46302 [15:29:52<33:35:47,  3.82s/it]
 32%|███▏      | 14614/46302 [15:29:56<33:36:22,  3.82s/it]
 32%|███▏      | 14615/46302 [15:30:00<33:36:24,  3.82s/it]
 32%|███▏      | 14616/46302 [15:30:04<33:36:21,  3.82s/it]
 32%|███▏      | 14617/46302 [15:30:08<33:36:57,  3.82s/it]
 32%|███▏      | 14618/46302 [15:30:12<33:36:35,  3.82s/it]
 32%|███▏      | 14619/46302 [15:30:15<33:36:08,  3.82s/it]
 32%|███▏      | 14620/46302 [15:30:19<33:35:42,  3.82s/it]
 32%|███▏      | 14621/46302 [15:30:23<33:35:50,  3.82s/it]
 32%|███▏      | 14622/46302 [15:30:27<33:35:09,  3.82s/it]
 32%|███▏      | 14623/46302 [15:30:31<33:35:27,  3.82s/it]
 32%|███▏      | 14624/46302 [15:30:34<33:35:23,  3.82s/it]
 32%|███▏      | 14625/46302 [15:30:38<33:34:52,  3.82s/it]
 32%|███▏      | 14626/46302 [15:30:42<33:34:57,  3.82s/it]
 32%|███▏      | 14627/46302 [15:30:46<33:34:48,  3.82s/it]
 32%|███▏      | 14628/46302 [15:30:50<33:34:54,  3.82s/it]
 32%|███▏      | 14629/46302 [15:30:54<33:35:17,  3.82s/it]
 32%|███▏      | 14630/46302 [15:30:57<33:33:06,  3.81s/it]
 32%|███▏      | 14631/46302 [15:31:01<33:32:53,  3.81s/it]
 32%|███▏      | 14632/46302 [15:31:05<33:29:51,  3.81s/it]
 32%|███▏      | 14633/46302 [15:31:09<33:32:11,  3.81s/it]
 32%|███▏      | 14634/46302 [15:31:13<33:31:24,  3.81s/it]
 32%|███▏      | 14635/46302 [15:31:16<33:33:17,  3.81s/it]
 32%|███▏      | 14636/46302 [15:31:20<33:33:08,  3.81s/it]
 32%|███▏      | 14637/46302 [15:31:24<33:34:21,  3.82s/it]
 32%|███▏      | 14638/46302 [15:31:28<33:34:56,  3.82s/it]
 32%|███▏      | 14639/46302 [15:31:32<33:35:20,  3.82s/it]
 32%|███▏      | 14640/46302 [15:31:36<33:35:25,  3.82s/it]
 32%|███▏      | 14641/46302 [15:31:39<33:35:14,  3.82s/it]
 32%|███▏      | 14642/46302 [15:31:43<33:35:45,  3.82s/it]
 32%|███▏      | 14643/46302 [15:31:47<33:35:49,  3.82s/it]
 32%|███▏      | 14644/46302 [15:31:51<33:35:14,  3.82s/it]
 32%|███▏      | 14645/46302 [15:31:55<33:35:24,  3.82s/it]
 32%|███▏      | 14646/46302 [15:31:58<33:34:51,  3.82s/it]
 32%|███▏      | 14647/46302 [15:32:02<33:35:30,  3.82s/it]
 32%|███▏      | 14648/46302 [15:32:06<33:35:12,  3.82s/it]
 32%|███▏      | 14649/46302 [15:32:10<33:35:47,  3.82s/it]
 32%|███▏      | 14650/46302 [15:32:14<33:35:38,  3.82s/it]
 32%|███▏      | 14651/46302 [15:32:18<33:36:05,  3.82s/it]
 32%|███▏      | 14652/46302 [15:32:21<33:35:52,  3.82s/it]
 32%|███▏      | 14653/46302 [15:32:25<33:35:38,  3.82s/it]
 32%|███▏      | 14654/46302 [15:32:29<33:35:44,  3.82s/it]
 32%|███▏      | 14655/46302 [15:32:33<33:35:29,  3.82s/it]
 32%|███▏      | 14656/46302 [15:32:37<33:35:35,  3.82s/it]
 32%|███▏      | 14657/46302 [15:32:40<33:35:43,  3.82s/it]
 32%|███▏      | 14658/46302 [15:32:44<33:34:25,  3.82s/it]
 32%|███▏      | 14659/46302 [15:32:48<33:33:56,  3.82s/it]
 32%|███▏      | 14660/46302 [15:32:52<33:34:12,  3.82s/it]
 32%|███▏      | 14661/46302 [15:32:56<33:34:13,  3.82s/it]
 32%|███▏      | 14662/46302 [15:33:00<33:33:50,  3.82s/it]
 32%|███▏      | 14663/46302 [15:33:03<33:33:40,  3.82s/it]
 32%|███▏      | 14664/46302 [15:33:07<33:33:45,  3.82s/it]
 32%|███▏      | 14665/46302 [15:33:11<33:33:52,  3.82s/it]
 32%|███▏      | 14666/46302 [15:33:15<33:34:05,  3.82s/it]
 32%|███▏      | 14667/46302 [15:33:19<33:33:20,  3.82s/it]
 32%|███▏      | 14668/46302 [15:33:22<33:32:36,  3.82s/it]
 32%|███▏      | 14669/46302 [15:33:26<33:33:08,  3.82s/it]
 32%|███▏      | 14670/46302 [15:33:30<33:33:23,  3.82s/it]
 32%|███▏      | 14671/46302 [15:33:34<33:33:26,  3.82s/it]
 32%|███▏      | 14672/46302 [15:33:38<33:33:34,  3.82s/it]
 32%|███▏      | 14673/46302 [15:33:42<33:33:31,  3.82s/it]
 32%|███▏      | 14674/46302 [15:33:45<33:33:23,  3.82s/it]
 32%|███▏      | 14675/46302 [15:33:49<33:32:37,  3.82s/it]
 32%|███▏      | 14676/46302 [15:33:53<33:32:55,  3.82s/it]
 32%|███▏      | 14677/46302 [15:33:57<33:32:47,  3.82s/it]
 32%|███▏      | 14678/46302 [15:34:01<33:32:11,  3.82s/it]
 32%|███▏      | 14679/46302 [15:34:04<33:30:13,  3.81s/it]
 32%|███▏      | 14680/46302 [15:34:08<33:30:06,  3.81s/it]
 32%|███▏      | 14681/46302 [15:34:12<33:29:16,  3.81s/it]
 32%|███▏      | 14682/46302 [15:34:16<33:28:29,  3.81s/it]
 32%|███▏      | 14683/46302 [15:34:20<33:28:54,  3.81s/it]
 32%|███▏      | 14684/46302 [15:34:24<33:28:30,  3.81s/it]
 32%|███▏      | 14685/46302 [15:34:27<33:27:58,  3.81s/it]
 32%|███▏      | 14686/46302 [15:34:31<33:29:43,  3.81s/it]
 32%|███▏      | 14687/46302 [15:34:35<33:28:42,  3.81s/it]
 32%|███▏      | 14688/46302 [15:34:39<33:24:33,  3.80s/it]
 32%|███▏      | 14689/46302 [15:34:43<33:20:49,  3.80s/it]
 32%|███▏      | 14690/46302 [15:34:46<33:18:46,  3.79s/it]
 32%|███▏      | 14691/46302 [15:34:50<33:17:52,  3.79s/it]
 32%|███▏      | 14692/46302 [15:34:54<33:15:56,  3.79s/it]
 32%|███▏      | 14693/46302 [15:34:58<33:17:30,  3.79s/it]
 32%|███▏      | 14694/46302 [15:35:01<33:16:56,  3.79s/it]
 32%|███▏      | 14695/46302 [15:35:05<33:15:54,  3.79s/it]
 32%|███▏      | 14696/46302 [15:35:09<33:16:08,  3.79s/it]
 32%|███▏      | 14697/46302 [15:35:13<33:14:40,  3.79s/it]
 32%|███▏      | 14698/46302 [15:35:17<33:16:07,  3.79s/it]
 32%|███▏      | 14699/46302 [15:35:20<33:17:36,  3.79s/it]
 32%|███▏      | 14700/46302 [15:35:24<33:16:10,  3.79s/it]
 32%|███▏      | 14701/46302 [15:35:28<33:16:50,  3.79s/it]
 32%|███▏      | 14702/46302 [15:35:32<33:16:55,  3.79s/it]
 32%|███▏      | 14703/46302 [15:35:36<33:18:49,  3.80s/it]
 32%|███▏      | 14704/46302 [15:35:39<33:20:41,  3.80s/it]
 32%|███▏      | 14705/46302 [15:35:43<33:23:29,  3.80s/it]
 32%|███▏      | 14706/46302 [15:35:47<33:25:51,  3.81s/it]
 32%|███▏      | 14707/46302 [15:35:51<33:27:02,  3.81s/it]
 32%|███▏      | 14708/46302 [15:35:55<33:28:08,  3.81s/it]
 32%|███▏      | 14709/46302 [15:35:58<33:28:43,  3.81s/it]
 32%|███▏      | 14710/46302 [15:36:02<33:29:41,  3.82s/it]
 32%|███▏      | 14711/46302 [15:36:06<33:30:24,  3.82s/it]
 32%|███▏      | 14712/46302 [15:36:10<33:30:04,  3.82s/it]
 32%|███▏      | 14713/46302 [15:36:14<33:30:20,  3.82s/it]
 32%|███▏      | 14714/46302 [15:36:18<33:30:05,  3.82s/it]
 32%|███▏      | 14715/46302 [15:36:21<33:31:03,  3.82s/it]
 32%|███▏      | 14716/46302 [15:36:25<33:31:41,  3.82s/it]
 32%|███▏      | 14717/46302 [15:36:29<33:32:11,  3.82s/it]
 32%|███▏      | 14718/46302 [15:36:33<33:31:23,  3.82s/it]
 32%|███▏      | 14719/46302 [15:36:37<33:30:40,  3.82s/it]
 32%|███▏      | 14720/46302 [15:36:41<33:30:56,  3.82s/it]
 32%|███▏      | 14721/46302 [15:36:44<33:31:21,  3.82s/it]
 32%|███▏      | 14722/46302 [15:36:48<33:30:13,  3.82s/it]
 32%|███▏      | 14723/46302 [15:36:52<33:30:05,  3.82s/it]
 32%|███▏      | 14724/46302 [15:36:56<33:28:24,  3.82s/it]
 32%|███▏      | 14725/46302 [15:37:00<33:29:24,  3.82s/it]
 32%|███▏      | 14726/46302 [15:37:03<33:29:13,  3.82s/it]
 32%|███▏      | 14727/46302 [15:37:07<33:29:15,  3.82s/it]
 32%|███▏      | 14728/46302 [15:37:11<33:29:13,  3.82s/it]
 32%|███▏      | 14729/46302 [15:37:15<33:29:35,  3.82s/it]
 32%|███▏      | 14730/46302 [15:37:19<33:28:11,  3.82s/it]
 32%|███▏      | 14731/46302 [15:37:23<33:29:27,  3.82s/it]
 32%|███▏      | 14732/46302 [15:37:26<33:27:38,  3.82s/it]
 32%|███▏      | 14733/46302 [15:37:30<33:25:56,  3.81s/it]
 32%|███▏      | 14734/46302 [15:37:34<33:27:02,  3.81s/it]
 32%|███▏      | 14735/46302 [15:37:38<33:26:34,  3.81s/it]
 32%|███▏      | 14736/46302 [15:37:42<33:27:13,  3.82s/it]
 32%|███▏      | 14737/46302 [15:37:45<33:28:21,  3.82s/it]
 32%|███▏      | 14738/46302 [15:37:49<33:24:43,  3.81s/it]
 32%|███▏      | 14739/46302 [15:37:53<33:25:37,  3.81s/it]
 32%|███▏      | 14740/46302 [15:37:57<33:26:52,  3.82s/it]
 32%|███▏      | 14741/46302 [15:38:01<33:27:45,  3.82s/it]
 32%|███▏      | 14742/46302 [15:38:04<33:27:38,  3.82s/it]
 32%|███▏      | 14743/46302 [15:38:08<33:27:50,  3.82s/it]
 32%|███▏      | 14744/46302 [15:38:12<33:28:01,  3.82s/it]
 32%|███▏      | 14745/46302 [15:38:16<33:28:26,  3.82s/it]
 32%|███▏      | 14746/46302 [15:38:20<33:28:15,  3.82s/it]
 32%|███▏      | 14747/46302 [15:38:24<33:28:16,  3.82s/it]
 32%|███▏      | 14748/46302 [15:38:27<33:28:10,  3.82s/it]
 32%|███▏      | 14749/46302 [15:38:31<33:28:45,  3.82s/it]
 32%|███▏      | 14750/46302 [15:38:35<33:28:29,  3.82s/it]
 32%|███▏      | 14751/46302 [15:38:39<33:28:13,  3.82s/it]
 32%|███▏      | 14752/46302 [15:38:43<33:28:07,  3.82s/it]
 32%|███▏      | 14753/46302 [15:38:46<33:28:34,  3.82s/it]
 32%|███▏      | 14754/46302 [15:38:50<33:28:23,  3.82s/it]
 32%|███▏      | 14755/46302 [15:38:54<33:28:06,  3.82s/it]
 32%|███▏      | 14756/46302 [15:38:58<33:27:36,  3.82s/it]
 32%|███▏      | 14757/46302 [15:39:02<33:27:55,  3.82s/it]
 32%|███▏      | 14758/46302 [15:39:06<33:27:53,  3.82s/it]
 32%|███▏      | 14759/46302 [15:39:09<33:27:49,  3.82s/it]
 32%|███▏      | 14760/46302 [15:39:13<33:27:25,  3.82s/it]
 32%|███▏      | 14761/46302 [15:39:17<33:27:34,  3.82s/it]
 32%|███▏      | 14762/46302 [15:39:21<33:27:05,  3.82s/it]
 32%|███▏      | 14763/46302 [15:39:25<33:26:40,  3.82s/it]
 32%|███▏      | 14764/46302 [15:39:28<33:26:38,  3.82s/it]
 32%|███▏      | 14765/46302 [15:39:32<33:26:32,  3.82s/it]
 32%|███▏      | 14766/46302 [15:39:36<33:26:01,  3.82s/it]
 32%|███▏      | 14767/46302 [15:39:40<33:25:41,  3.82s/it]
 32%|███▏      | 14768/46302 [15:39:44<33:26:05,  3.82s/it]
 32%|███▏      | 14769/46302 [15:39:48<33:25:52,  3.82s/it]
 32%|███▏      | 14770/46302 [15:39:51<33:25:41,  3.82s/it]
 32%|███▏      | 14771/46302 [15:39:55<33:25:30,  3.82s/it]
 32%|███▏      | 14772/46302 [15:39:59<33:25:31,  3.82s/it]
 32%|███▏      | 14773/46302 [15:40:03<33:25:44,  3.82s/it]
 32%|███▏      | 14774/46302 [15:40:07<33:25:49,  3.82s/it]
 32%|███▏      | 14775/46302 [15:40:10<33:25:59,  3.82s/it]
 32%|███▏      | 14776/46302 [15:40:14<33:25:38,  3.82s/it]
 32%|███▏      | 14777/46302 [15:40:18<33:25:42,  3.82s/it]
 32%|███▏      | 14778/46302 [15:40:22<33:25:36,  3.82s/it]
 32%|███▏      | 14779/46302 [15:40:26<33:25:19,  3.82s/it]
 32%|███▏      | 14780/46302 [15:40:30<33:25:30,  3.82s/it]
 32%|███▏      | 14781/46302 [15:40:33<33:25:28,  3.82s/it]
 32%|███▏      | 14782/46302 [15:40:37<33:25:10,  3.82s/it]
 32%|███▏      | 14783/46302 [15:40:41<33:25:13,  3.82s/it]
 32%|███▏      | 14784/46302 [15:40:45<33:23:16,  3.81s/it]
 32%|███▏      | 14785/46302 [15:40:49<33:24:02,  3.82s/it]
 32%|███▏      | 14786/46302 [15:40:52<33:20:22,  3.81s/it]
 32%|███▏      | 14787/46302 [15:40:56<33:20:31,  3.81s/it]
 32%|███▏      | 14788/46302 [15:41:00<33:18:58,  3.81s/it]
 32%|███▏      | 14789/46302 [15:41:04<33:20:41,  3.81s/it]
 32%|███▏      | 14790/46302 [15:41:08<33:20:22,  3.81s/it]
 32%|███▏      | 14791/46302 [15:41:11<33:20:17,  3.81s/it]
 32%|███▏      | 14792/46302 [15:41:15<33:21:22,  3.81s/it]
 32%|███▏      | 14793/46302 [15:41:19<33:21:58,  3.81s/it]
 32%|███▏      | 14794/46302 [15:41:23<33:22:17,  3.81s/it]
 32%|███▏      | 14795/46302 [15:41:27<33:22:54,  3.81s/it]
 32%|███▏      | 14796/46302 [15:41:31<33:23:05,  3.81s/it]
 32%|███▏      | 14797/46302 [15:41:34<33:22:29,  3.81s/it]
 32%|███▏      | 14798/46302 [15:41:38<33:23:07,  3.82s/it]
 32%|███▏      | 14799/46302 [15:41:42<33:23:36,  3.82s/it]
 32%|███▏      | 14800/46302 [15:41:46<33:23:30,  3.82s/it]
 32%|███▏      | 14801/46302 [15:41:50<33:23:55,  3.82s/it]
 32%|███▏      | 14802/46302 [15:41:53<33:23:31,  3.82s/it]
 32%|███▏      | 14803/46302 [15:41:57<33:22:54,  3.82s/it]
 32%|███▏      | 14804/46302 [15:42:01<33:22:44,  3.81s/it]
 32%|███▏      | 14805/46302 [15:42:05<33:22:24,  3.81s/it]
 32%|███▏      | 14806/46302 [15:42:09<33:22:34,  3.81s/it]
 32%|███▏      | 14807/46302 [15:42:13<33:22:46,  3.82s/it]
 32%|███▏      | 14808/46302 [15:42:16<33:22:49,  3.82s/it]
 32%|███▏      | 14809/46302 [15:42:20<33:23:10,  3.82s/it]
 32%|███▏      | 14810/46302 [15:42:24<33:23:13,  3.82s/it]
 32%|███▏      | 14811/46302 [15:42:28<33:23:18,  3.82s/it]
 32%|███▏      | 14812/46302 [15:42:32<33:23:16,  3.82s/it]
 32%|███▏      | 14813/46302 [15:42:35<33:23:25,  3.82s/it]
 32%|███▏      | 14814/46302 [15:42:39<33:23:26,  3.82s/it]
 32%|███▏      | 14815/46302 [15:42:43<33:23:16,  3.82s/it]
 32%|███▏      | 14816/46302 [15:42:47<33:23:49,  3.82s/it]
 32%|███▏      | 14817/46302 [15:42:51<33:21:37,  3.81s/it]
 32%|███▏      | 14818/46302 [15:42:54<33:21:07,  3.81s/it]
 32%|███▏      | 14819/46302 [15:42:58<33:21:09,  3.81s/it]
 32%|███▏      | 14820/46302 [15:43:02<33:21:57,  3.82s/it]
 32%|███▏      | 14821/46302 [15:43:06<33:21:35,  3.81s/it]
 32%|███▏      | 14822/46302 [15:43:10<33:21:36,  3.81s/it]
 32%|███▏      | 14823/46302 [15:43:14<33:20:46,  3.81s/it]
 32%|███▏      | 14824/46302 [15:43:17<33:21:51,  3.82s/it]
 32%|███▏      | 14825/46302 [15:43:21<33:21:54,  3.82s/it]
 32%|███▏      | 14826/46302 [15:43:25<33:22:03,  3.82s/it]
 32%|███▏      | 14827/46302 [15:43:29<33:21:51,  3.82s/it]
 32%|███▏      | 14828/46302 [15:43:33<33:22:04,  3.82s/it]
 32%|███▏      | 14829/46302 [15:43:36<33:21:39,  3.82s/it]
 32%|███▏      | 14830/46302 [15:43:40<33:21:08,  3.82s/it]
 32%|███▏      | 14831/46302 [15:43:44<33:20:47,  3.81s/it]
 32%|███▏      | 14832/46302 [15:43:48<33:20:04,  3.81s/it]
 32%|███▏      | 14833/46302 [15:43:52<33:20:13,  3.81s/it]
 32%|███▏      | 14834/46302 [15:43:56<33:20:34,  3.81s/it]
 32%|███▏      | 14835/46302 [15:43:59<33:21:08,  3.82s/it]
 32%|███▏      | 14836/46302 [15:44:03<33:21:19,  3.82s/it]
 32%|███▏      | 14837/46302 [15:44:07<33:21:45,  3.82s/it]
 32%|███▏      | 14838/46302 [15:44:11<33:21:26,  3.82s/it]
 32%|███▏      | 14839/46302 [15:44:15<33:20:15,  3.81s/it]
 32%|███▏      | 14840/46302 [15:44:18<33:20:42,  3.82s/it]
 32%|███▏      | 14841/46302 [15:44:22<33:19:49,  3.81s/it]
 32%|███▏      | 14842/46302 [15:44:26<33:20:10,  3.81s/it]
 32%|███▏      | 14843/46302 [15:44:30<33:20:07,  3.81s/it]
 32%|███▏      | 14844/46302 [15:44:34<33:20:14,  3.82s/it]
 32%|███▏      | 14845/46302 [15:44:38<33:20:10,  3.82s/it]
 32%|███▏      | 14846/46302 [15:44:41<33:20:07,  3.82s/it]
 32%|███▏      | 14847/46302 [15:44:45<33:20:32,  3.82s/it]
 32%|███▏      | 14848/46302 [15:44:49<33:20:24,  3.82s/it]
 32%|███▏      | 14849/46302 [15:44:53<33:20:15,  3.82s/it]
 32%|███▏      | 14850/46302 [15:44:57<33:15:53,  3.81s/it]
 32%|███▏      | 14851/46302 [15:45:00<33:13:17,  3.80s/it]
 32%|███▏      | 14852/46302 [15:45:04<33:15:25,  3.81s/it]
 32%|███▏      | 14853/46302 [15:45:08<33:17:56,  3.81s/it]
 32%|███▏      | 14854/46302 [15:45:12<33:19:12,  3.81s/it]
 32%|███▏      | 14855/46302 [15:45:16<33:20:03,  3.82s/it]
 32%|███▏      | 14856/46302 [15:45:19<33:20:43,  3.82s/it]
 32%|███▏      | 14857/46302 [15:45:23<33:21:02,  3.82s/it]
 32%|███▏      | 14858/46302 [15:45:27<33:21:12,  3.82s/it]
 32%|███▏      | 14859/46302 [15:45:31<33:21:00,  3.82s/it]
 32%|███▏      | 14860/46302 [15:45:35<33:21:10,  3.82s/it]
 32%|███▏      | 14861/46302 [15:45:39<33:21:15,  3.82s/it]
 32%|███▏      | 14862/46302 [15:45:42<33:20:27,  3.82s/it]
 32%|███▏      | 14863/46302 [15:45:46<33:20:29,  3.82s/it]
 32%|███▏      | 14864/46302 [15:45:50<33:20:13,  3.82s/it]
 32%|███▏      | 14865/46302 [15:45:54<33:20:32,  3.82s/it]
 32%|███▏      | 14866/46302 [15:45:58<33:20:13,  3.82s/it]
 32%|███▏      | 14867/46302 [15:46:01<33:19:32,  3.82s/it]
 32%|███▏      | 14868/46302 [15:46:05<33:19:21,  3.82s/it]
 32%|███▏      | 14869/46302 [15:46:09<33:18:51,  3.82s/it]
 32%|███▏      | 14870/46302 [15:46:13<33:19:15,  3.82s/it]
 32%|███▏      | 14871/46302 [15:46:17<33:18:58,  3.82s/it]
 32%|███▏      | 14872/46302 [15:46:21<33:19:24,  3.82s/it]
 32%|███▏      | 14873/46302 [15:46:24<33:19:05,  3.82s/it]
 32%|███▏      | 14874/46302 [15:46:28<33:19:26,  3.82s/it]
 32%|███▏      | 14875/46302 [15:46:32<33:18:46,  3.82s/it]
 32%|███▏      | 14876/46302 [15:46:36<33:18:58,  3.82s/it]
 32%|███▏      | 14877/46302 [15:46:40<33:19:23,  3.82s/it]
 32%|███▏      | 14878/46302 [15:46:43<33:18:58,  3.82s/it]
 32%|███▏      | 14879/46302 [15:46:47<33:18:23,  3.82s/it]
 32%|███▏      | 14880/46302 [15:46:51<33:18:31,  3.82s/it]
 32%|███▏      | 14881/46302 [15:46:55<33:18:54,  3.82s/it]
 32%|███▏      | 14882/46302 [15:46:59<33:18:56,  3.82s/it]
 32%|███▏      | 14883/46302 [15:47:03<33:18:42,  3.82s/it]
 32%|███▏      | 14884/46302 [15:47:06<33:18:39,  3.82s/it]
 32%|███▏      | 14885/46302 [15:47:10<33:19:00,  3.82s/it]
 32%|███▏      | 14886/46302 [15:47:14<33:19:21,  3.82s/it]
 32%|███▏      | 14887/46302 [15:47:18<33:18:49,  3.82s/it]
 32%|███▏      | 14888/46302 [15:47:22<33:18:34,  3.82s/it]
 32%|███▏      | 14889/46302 [15:47:25<33:18:23,  3.82s/it]
 32%|███▏      | 14890/46302 [15:47:29<33:18:52,  3.82s/it]
 32%|███▏      | 14891/46302 [15:47:33<33:18:44,  3.82s/it]
 32%|███▏      | 14892/46302 [15:47:37<33:18:12,  3.82s/it]
 32%|███▏      | 14893/46302 [15:47:41<33:18:36,  3.82s/it]
 32%|███▏      | 14894/46302 [15:47:45<33:18:26,  3.82s/it]
 32%|███▏      | 14895/46302 [15:47:48<33:18:53,  3.82s/it]
 32%|███▏      | 14896/46302 [15:47:52<33:17:58,  3.82s/it]
 32%|███▏      | 14897/46302 [15:47:56<33:18:07,  3.82s/it]
 32%|███▏      | 14898/46302 [15:48:00<33:17:48,  3.82s/it]
 32%|███▏      | 14899/46302 [15:48:04<33:17:42,  3.82s/it]
 32%|███▏      | 14900/46302 [15:48:07<33:18:20,  3.82s/it]
 32%|███▏      | 14901/46302 [15:48:11<33:18:25,  3.82s/it]
 32%|███▏      | 14902/46302 [15:48:15<33:18:19,  3.82s/it]
 32%|███▏      | 14903/46302 [15:48:19<33:18:39,  3.82s/it]
 32%|███▏      | 14904/46302 [15:48:23<33:18:46,  3.82s/it]
 32%|███▏      | 14905/46302 [15:48:27<33:18:01,  3.82s/it]
 32%|███▏      | 14906/46302 [15:48:30<33:18:24,  3.82s/it]
 32%|███▏      | 14907/46302 [15:48:34<33:18:30,  3.82s/it]
 32%|███▏      | 14908/46302 [15:48:38<33:18:13,  3.82s/it]
 32%|███▏      | 14909/46302 [15:48:42<33:18:03,  3.82s/it]
 32%|███▏      | 14910/46302 [15:48:46<33:17:54,  3.82s/it]
 32%|███▏      | 14911/46302 [15:48:49<33:18:19,  3.82s/it]
 32%|███▏      | 14912/46302 [15:48:53<33:17:13,  3.82s/it]
 32%|███▏      | 14913/46302 [15:48:57<33:17:02,  3.82s/it]
 32%|███▏      | 14914/46302 [15:49:01<33:17:24,  3.82s/it]
 32%|███▏      | 14915/46302 [15:49:05<33:17:10,  3.82s/it]
 32%|███▏      | 14916/46302 [15:49:09<33:16:39,  3.82s/it]
 32%|███▏      | 14917/46302 [15:49:12<33:16:47,  3.82s/it]
 32%|███▏      | 14918/46302 [15:49:16<33:17:10,  3.82s/it]
 32%|███▏      | 14919/46302 [15:49:20<33:17:26,  3.82s/it]
 32%|███▏      | 14920/46302 [15:49:24<33:17:13,  3.82s/it]
 32%|███▏      | 14921/46302 [15:49:28<33:17:12,  3.82s/it]
 32%|███▏      | 14922/46302 [15:49:31<33:16:54,  3.82s/it]
 32%|███▏      | 14923/46302 [15:49:35<33:17:49,  3.82s/it]
 32%|███▏      | 14924/46302 [15:49:39<33:18:03,  3.82s/it]
 32%|███▏      | 14925/46302 [15:49:43<33:17:26,  3.82s/it]
 32%|███▏      | 14926/46302 [15:49:47<33:16:48,  3.82s/it]
 32%|███▏      | 14927/46302 [15:49:51<33:16:23,  3.82s/it]
 32%|███▏      | 14928/46302 [15:49:54<33:16:23,  3.82s/it]
 32%|███▏      | 14929/46302 [15:49:58<33:16:45,  3.82s/it]
 32%|███▏      | 14930/46302 [15:50:02<33:16:05,  3.82s/it]
 32%|███▏      | 14931/46302 [15:50:06<33:16:09,  3.82s/it]
 32%|███▏      | 14932/46302 [15:50:10<33:15:32,  3.82s/it]
 32%|███▏      | 14933/46302 [15:50:13<33:15:33,  3.82s/it]
 32%|███▏      | 14934/46302 [15:50:17<33:15:26,  3.82s/it]
 32%|███▏      | 14935/46302 [15:50:21<33:15:31,  3.82s/it]
 32%|███▏      | 14936/46302 [15:50:25<33:15:21,  3.82s/it]
 32%|███▏      | 14937/46302 [15:50:29<33:15:58,  3.82s/it]
 32%|███▏      | 14938/46302 [15:50:33<33:16:02,  3.82s/it]
 32%|███▏      | 14939/46302 [15:50:36<33:15:19,  3.82s/it]
 32%|███▏      | 14940/46302 [15:50:40<33:14:55,  3.82s/it]
 32%|███▏      | 14941/46302 [15:50:44<33:15:03,  3.82s/it]
 32%|███▏      | 14942/46302 [15:50:48<33:15:00,  3.82s/it]
 32%|███▏      | 14943/46302 [15:50:52<33:15:04,  3.82s/it]
 32%|███▏      | 14944/46302 [15:50:55<33:15:11,  3.82s/it]
 32%|███▏      | 14945/46302 [15:50:59<33:15:18,  3.82s/it]
 32%|███▏      | 14946/46302 [15:51:03<33:15:22,  3.82s/it]
 32%|███▏      | 14947/46302 [15:51:07<33:15:47,  3.82s/it]
 32%|███▏      | 14948/46302 [15:51:11<33:15:24,  3.82s/it]
 32%|███▏      | 14949/46302 [15:51:15<33:15:00,  3.82s/it]
 32%|███▏      | 14950/46302 [15:51:18<33:14:46,  3.82s/it]
 32%|███▏      | 14951/46302 [15:51:22<33:14:25,  3.82s/it]
 32%|███▏      | 14952/46302 [15:51:26<33:14:28,  3.82s/it]
 32%|███▏      | 14953/46302 [15:51:30<33:14:28,  3.82s/it]
 32%|███▏      | 14954/46302 [15:51:34<33:15:05,  3.82s/it]
 32%|███▏      | 14955/46302 [15:51:37<33:15:19,  3.82s/it]
 32%|███▏      | 14956/46302 [15:51:41<33:15:24,  3.82s/it]
 32%|███▏      | 14957/46302 [15:51:45<33:15:11,  3.82s/it]
 32%|███▏      | 14958/46302 [15:51:49<33:14:14,  3.82s/it]
 32%|███▏      | 14959/46302 [15:51:53<33:14:23,  3.82s/it]
 32%|███▏      | 14960/46302 [15:51:57<33:14:11,  3.82s/it]
 32%|███▏      | 14961/46302 [15:52:00<33:14:24,  3.82s/it]
 32%|███▏      | 14962/46302 [15:52:04<33:14:36,  3.82s/it]
 32%|███▏      | 14963/46302 [15:52:08<33:14:37,  3.82s/it]
 32%|███▏      | 14964/46302 [15:52:12<33:14:30,  3.82s/it]
 32%|███▏      | 14965/46302 [15:52:16<33:14:22,  3.82s/it]
 32%|███▏      | 14966/46302 [15:52:19<33:12:56,  3.82s/it]
 32%|███▏      | 14967/46302 [15:52:23<33:12:04,  3.81s/it]
 32%|███▏      | 14968/46302 [15:52:27<33:12:21,  3.82s/it]
 32%|███▏      | 14969/46302 [15:52:31<33:13:06,  3.82s/it]
 32%|███▏      | 14970/46302 [15:52:35<33:13:00,  3.82s/it]
 32%|███▏      | 14971/46302 [15:52:38<33:13:05,  3.82s/it]
 32%|███▏      | 14972/46302 [15:52:42<33:12:47,  3.82s/it]
 32%|███▏      | 14973/46302 [15:52:46<33:12:51,  3.82s/it]
 32%|███▏      | 14974/46302 [15:52:50<33:13:01,  3.82s/it]
 32%|███▏      | 14975/46302 [15:52:54<33:12:40,  3.82s/it]
 32%|███▏      | 14976/46302 [15:52:58<33:12:02,  3.82s/it]
 32%|███▏      | 14977/46302 [15:53:01<33:12:41,  3.82s/it]
 32%|███▏      | 14978/46302 [15:53:05<33:12:44,  3.82s/it]
 32%|███▏      | 14979/46302 [15:53:09<33:12:28,  3.82s/it]
 32%|███▏      | 14980/46302 [15:53:13<33:12:03,  3.82s/it]
 32%|███▏      | 14981/46302 [15:53:17<33:11:52,  3.82s/it]
 32%|███▏      | 14982/46302 [15:53:20<33:12:15,  3.82s/it]
 32%|███▏      | 14983/46302 [15:53:24<33:11:58,  3.82s/it]
 32%|███▏      | 14984/46302 [15:53:28<33:11:45,  3.82s/it]
 32%|███▏      | 14985/46302 [15:53:32<33:11:05,  3.81s/it]
 32%|███▏      | 14986/46302 [15:53:36<33:11:04,  3.81s/it]
 32%|███▏      | 14987/46302 [15:53:40<33:11:39,  3.82s/it]
 32%|███▏      | 14988/46302 [15:53:43<33:11:39,  3.82s/it]
 32%|███▏      | 14989/46302 [15:53:47<33:11:26,  3.82s/it]
 32%|███▏      | 14990/46302 [15:53:51<33:11:36,  3.82s/it]
 32%|███▏      | 14991/46302 [15:53:55<33:10:45,  3.81s/it]
 32%|███▏      | 14992/46302 [15:53:59<33:11:05,  3.82s/it]
 32%|███▏      | 14993/46302 [15:54:02<33:11:20,  3.82s/it]
 32%|███▏      | 14994/46302 [15:54:06<33:10:32,  3.81s/it]
 32%|███▏      | 14995/46302 [15:54:10<33:11:02,  3.82s/it]
 32%|███▏      | 14996/46302 [15:54:14<33:11:25,  3.82s/it]
 32%|███▏      | 14997/46302 [15:54:18<33:11:28,  3.82s/it]
 32%|███▏      | 14998/46302 [15:54:22<33:11:27,  3.82s/it]
 32%|███▏      | 14999/46302 [15:54:25<33:11:36,  3.82s/it]
 32%|███▏      | 15000/46302 [15:54:29<33:11:23,  3.82s/it]
                                                           
{'loss': 3.3381, 'learning_rate': 0.0034548143569820317, 'epoch': 0.32}

 32%|███▏      | 15000/46302 [15:54:29<33:11:23,  3.82s/it][INFO|trainer.py:2895] 2024-01-12 12:29:53,405 >> Saving model checkpoint to ./training_bilingual/tmp-checkpoint-15000
[INFO|configuration_utils.py:483] 2024-01-12 12:29:53,406 >> Configuration saved in ./training_bilingual/tmp-checkpoint-15000/config.json
[INFO|configuration_utils.py:594] 2024-01-12 12:29:53,407 >> Configuration saved in ./training_bilingual/tmp-checkpoint-15000/generation_config.json
[INFO|modeling_utils.py:2413] 2024-01-12 12:29:54,128 >> Model weights saved in ./training_bilingual/tmp-checkpoint-15000/model.safetensors
[INFO|tokenization_utils_base.py:2432] 2024-01-12 12:29:54,129 >> tokenizer config file saved in ./training_bilingual/tmp-checkpoint-15000/tokenizer_config.json
[INFO|tokenization_utils_base.py:2441] 2024-01-12 12:29:54,129 >> Special tokens file saved in ./training_bilingual/tmp-checkpoint-15000/special_tokens_map.json

 32%|███▏      | 15001/46302 [15:54:35<37:43:47,  4.34s/it]
 32%|███▏      | 15002/46302 [15:54:39<36:20:38,  4.18s/it]
 32%|███▏      | 15003/46302 [15:54:42<35:23:06,  4.07s/it]
 32%|███▏      | 15004/46302 [15:54:46<34:41:56,  3.99s/it]
 32%|███▏      | 15005/46302 [15:54:50<34:13:17,  3.94s/it]
 32%|███▏      | 15006/46302 [15:54:54<33:54:30,  3.90s/it]
 32%|███▏      | 15007/46302 [15:54:58<33:40:41,  3.87s/it]
 32%|███▏      | 15008/46302 [15:55:01<33:30:30,  3.85s/it]
 32%|███▏      | 15009/46302 [15:55:05<33:24:50,  3.84s/it]
 32%|███▏      | 15010/46302 [15:55:09<33:20:44,  3.84s/it]
 32%|███▏      | 15011/46302 [15:55:13<33:17:26,  3.83s/it]
 32%|███▏      | 15012/46302 [15:55:17<33:15:46,  3.83s/it]
 32%|███▏      | 15013/46302 [15:55:20<33:14:13,  3.82s/it]
 32%|███▏      | 15014/46302 [15:55:24<33:13:08,  3.82s/it]
 32%|███▏      | 15015/46302 [15:55:28<33:12:33,  3.82s/it]
 32%|███▏      | 15016/46302 [15:55:32<33:12:04,  3.82s/it]
 32%|███▏      | 15017/46302 [15:55:36<33:11:42,  3.82s/it]
 32%|███▏      | 15018/46302 [15:55:40<33:11:47,  3.82s/it]
 32%|███▏      | 15019/46302 [15:55:43<33:11:24,  3.82s/it]
 32%|███▏      | 15020/46302 [15:55:47<33:11:05,  3.82s/it]
 32%|███▏      | 15021/46302 [15:55:51<33:10:25,  3.82s/it]
 32%|███▏      | 15022/46302 [15:55:55<33:10:43,  3.82s/it]
 32%|███▏      | 15023/46302 [15:55:59<33:11:28,  3.82s/it]
 32%|███▏      | 15024/46302 [15:56:02<33:10:59,  3.82s/it]
 32%|███▏      | 15025/46302 [15:56:06<33:10:23,  3.82s/it]
 32%|███▏      | 15026/46302 [15:56:10<33:10:19,  3.82s/it]
 32%|███▏      | 15027/46302 [15:56:14<33:10:30,  3.82s/it]
 32%|███▏      | 15028/46302 [15:56:18<33:10:47,  3.82s/it]
 32%|███▏      | 15029/46302 [15:56:22<33:10:25,  3.82s/it]
 32%|███▏      | 15030/46302 [15:56:25<33:09:57,  3.82s/it]
 32%|███▏      | 15031/46302 [15:56:29<33:09:47,  3.82s/it]
 32%|███▏      | 15032/46302 [15:56:33<33:09:41,  3.82s/it]
 32%|███▏      | 15033/46302 [15:56:37<33:09:29,  3.82s/it]
 32%|███▏      | 15034/46302 [15:56:41<33:10:08,  3.82s/it]
 32%|███▏      | 15035/46302 [15:56:44<33:09:53,  3.82s/it]
 32%|███▏      | 15036/46302 [15:56:48<33:09:50,  3.82s/it]
 32%|███▏      | 15037/46302 [15:56:52<33:09:32,  3.82s/it]
 32%|███▏      | 15038/46302 [15:56:56<33:09:40,  3.82s/it]
 32%|███▏      | 15039/46302 [15:57:00<33:09:34,  3.82s/it]
 32%|███▏      | 15040/46302 [15:57:04<33:09:23,  3.82s/it]
 32%|███▏      | 15041/46302 [15:57:07<33:09:45,  3.82s/it]
 32%|███▏      | 15042/46302 [15:57:11<33:09:25,  3.82s/it]
 32%|███▏      | 15043/46302 [15:57:15<33:09:20,  3.82s/it]
 32%|███▏      | 15044/46302 [15:57:19<33:09:20,  3.82s/it]
 32%|███▏      | 15045/46302 [15:57:23<33:09:20,  3.82s/it]
 32%|███▏      | 15046/46302 [15:57:26<33:09:18,  3.82s/it]
 32%|███▏      | 15047/46302 [15:57:30<33:08:57,  3.82s/it]
 32%|███▏      | 15048/46302 [15:57:34<33:08:01,  3.82s/it]
 33%|███▎      | 15049/46302 [15:57:38<33:07:55,  3.82s/it]
 33%|███▎      | 15050/46302 [15:57:42<33:07:48,  3.82s/it]
 33%|███▎      | 15051/46302 [15:57:46<33:07:02,  3.82s/it]
 33%|███▎      | 15052/46302 [15:57:49<33:07:48,  3.82s/it]
 33%|███▎      | 15053/46302 [15:57:53<33:08:22,  3.82s/it]
 33%|███▎      | 15054/46302 [15:57:57<33:08:26,  3.82s/it]
 33%|███▎      | 15055/46302 [15:58:01<33:08:33,  3.82s/it]
 33%|███▎      | 15056/46302 [15:58:05<33:08:37,  3.82s/it]
 33%|███▎      | 15057/46302 [15:58:08<33:08:01,  3.82s/it]
 33%|███▎      | 15058/46302 [15:58:12<33:08:44,  3.82s/it]
 33%|███▎      | 15059/46302 [15:58:16<33:08:52,  3.82s/it]
 33%|███▎      | 15060/46302 [15:58:20<33:08:56,  3.82s/it]
 33%|███▎      | 15061/46302 [15:58:24<33:08:49,  3.82s/it]
 33%|███▎      | 15062/46302 [15:58:28<33:08:40,  3.82s/it]
 33%|███▎      | 15063/46302 [15:58:31<33:08:37,  3.82s/it]
 33%|███▎      | 15064/46302 [15:58:35<33:08:22,  3.82s/it]
 33%|███▎      | 15065/46302 [15:58:39<33:07:29,  3.82s/it]
 33%|███▎      | 15066/46302 [15:58:43<33:07:27,  3.82s/it]
 33%|███▎      | 15067/46302 [15:58:47<33:07:43,  3.82s/it]
 33%|███▎      | 15068/46302 [15:58:50<33:07:00,  3.82s/it]
 33%|███▎      | 15069/46302 [15:58:54<33:07:29,  3.82s/it]
 33%|███▎      | 15070/46302 [15:58:58<33:07:27,  3.82s/it]
 33%|███▎      | 15071/46302 [15:59:02<33:07:44,  3.82s/it]
 33%|███▎      | 15072/46302 [15:59:06<33:07:33,  3.82s/it]
 33%|███▎      | 15073/46302 [15:59:10<33:07:12,  3.82s/it]
 33%|███▎      | 15074/46302 [15:59:13<33:06:55,  3.82s/it]
 33%|███▎      | 15075/46302 [15:59:17<33:07:11,  3.82s/it]
 33%|███▎      | 15076/46302 [15:59:21<33:06:33,  3.82s/it]
 33%|███▎      | 15077/46302 [15:59:25<33:07:01,  3.82s/it]
 33%|███▎      | 15078/46302 [15:59:29<33:07:42,  3.82s/it]
 33%|███▎      | 15079/46302 [15:59:32<33:08:01,  3.82s/it]
 33%|███▎      | 15080/46302 [15:59:36<33:07:47,  3.82s/it]
 33%|███▎      | 15081/46302 [15:59:40<33:07:27,  3.82s/it]
 33%|███▎      | 15082/46302 [15:59:44<33:06:56,  3.82s/it]
 33%|███▎      | 15083/46302 [15:59:48<33:06:34,  3.82s/it]
 33%|███▎      | 15084/46302 [15:59:52<33:05:49,  3.82s/it]
 33%|███▎      | 15085/46302 [15:59:55<33:06:19,  3.82s/it]
 33%|███▎      | 15086/46302 [15:59:59<33:06:16,  3.82s/it]
 33%|███▎      | 15087/46302 [16:00:03<33:06:25,  3.82s/it]
 33%|███▎      | 15088/46302 [16:00:07<33:06:31,  3.82s/it]
 33%|███▎      | 15089/46302 [16:00:11<33:06:35,  3.82s/it]
 33%|███▎      | 15090/46302 [16:00:14<33:06:42,  3.82s/it]
 33%|███▎      | 15091/46302 [16:00:18<33:07:08,  3.82s/it]
 33%|███▎      | 15092/46302 [16:00:22<33:07:15,  3.82s/it]
 33%|███▎      | 15093/46302 [16:00:26<33:07:34,  3.82s/it]
 33%|███▎      | 15094/46302 [16:00:30<33:07:28,  3.82s/it]
 33%|███▎      | 15095/46302 [16:00:34<33:06:58,  3.82s/it]
 33%|███▎      | 15096/46302 [16:00:37<33:07:04,  3.82s/it]
 33%|███▎      | 15097/46302 [16:00:41<33:07:22,  3.82s/it]
 33%|███▎      | 15098/46302 [16:00:45<33:07:29,  3.82s/it]
 33%|███▎      | 15099/46302 [16:00:49<33:07:22,  3.82s/it]
 33%|███▎      | 15100/46302 [16:00:53<33:06:55,  3.82s/it]
 33%|███▎      | 15101/46302 [16:00:57<33:06:30,  3.82s/it]
 33%|███▎      | 15102/46302 [16:01:00<33:06:49,  3.82s/it]
 33%|███▎      | 15103/46302 [16:01:04<33:06:04,  3.82s/it]
 33%|███▎      | 15104/46302 [16:01:08<33:05:22,  3.82s/it]
 33%|███▎      | 15105/46302 [16:01:12<33:05:14,  3.82s/it]
 33%|███▎      | 15106/46302 [16:01:16<33:04:54,  3.82s/it]
 33%|███▎      | 15107/46302 [16:01:19<33:04:05,  3.82s/it]
 33%|███▎      | 15108/46302 [16:01:23<33:04:10,  3.82s/it]
 33%|███▎      | 15109/46302 [16:01:27<33:04:28,  3.82s/it]
 33%|███▎      | 15110/46302 [16:01:31<33:04:19,  3.82s/it]
 33%|███▎      | 15111/46302 [16:01:35<33:03:46,  3.82s/it]
 33%|███▎      | 15112/46302 [16:01:39<33:04:05,  3.82s/it]
 33%|███▎      | 15113/46302 [16:01:42<33:03:43,  3.82s/it]
 33%|███▎      | 15114/46302 [16:01:46<33:03:20,  3.82s/it]
 33%|███▎      | 15115/46302 [16:01:50<33:03:10,  3.82s/it]
 33%|███▎      | 15116/46302 [16:01:54<33:03:15,  3.82s/it]
 33%|███▎      | 15117/46302 [16:01:58<33:03:31,  3.82s/it]
 33%|███▎      | 15118/46302 [16:02:01<33:03:43,  3.82s/it]
 33%|███▎      | 15119/46302 [16:02:05<33:04:33,  3.82s/it]
 33%|███▎      | 15120/46302 [16:02:09<33:04:30,  3.82s/it]
 33%|███▎      | 15121/46302 [16:02:13<33:04:44,  3.82s/it]
 33%|███▎      | 15122/46302 [16:02:17<33:03:42,  3.82s/it]
 33%|███▎      | 15123/46302 [16:02:20<33:03:28,  3.82s/it]
 33%|███▎      | 15124/46302 [16:02:24<33:03:49,  3.82s/it]
 33%|███▎      | 15125/46302 [16:02:28<33:04:17,  3.82s/it]
 33%|███▎      | 15126/46302 [16:02:32<33:04:17,  3.82s/it]
 33%|███▎      | 15127/46302 [16:02:36<33:04:08,  3.82s/it]
 33%|███▎      | 15128/46302 [16:02:40<33:04:11,  3.82s/it]
 33%|███▎      | 15129/46302 [16:02:43<33:04:01,  3.82s/it]
 33%|███▎      | 15130/46302 [16:02:47<33:04:21,  3.82s/it]
 33%|███▎      | 15131/46302 [16:02:51<33:04:38,  3.82s/it]
 33%|███▎      | 15132/46302 [16:02:55<33:04:37,  3.82s/it]
 33%|███▎      | 15133/46302 [16:02:59<33:04:15,  3.82s/it]
 33%|███▎      | 15134/46302 [16:03:03<33:03:55,  3.82s/it]
 33%|███▎      | 15135/46302 [16:03:06<33:04:00,  3.82s/it]
 33%|███▎      | 15136/46302 [16:03:10<33:04:33,  3.82s/it]
 33%|███▎      | 15137/46302 [16:03:14<33:04:04,  3.82s/it]
 33%|███▎      | 15138/46302 [16:03:18<33:03:35,  3.82s/it]
 33%|███▎      | 15139/46302 [16:03:22<33:04:06,  3.82s/it]
 33%|███▎      | 15140/46302 [16:03:25<33:04:35,  3.82s/it]
 33%|███▎      | 15141/46302 [16:03:29<33:03:50,  3.82s/it]
 33%|███▎      | 15142/46302 [16:03:33<33:03:48,  3.82s/it]
 33%|███▎      | 15143/46302 [16:03:37<33:03:36,  3.82s/it]
 33%|███▎      | 15144/46302 [16:03:41<33:03:47,  3.82s/it]
 33%|███▎      | 15145/46302 [16:03:45<33:03:16,  3.82s/it]
 33%|███▎      | 15146/46302 [16:03:48<33:03:15,  3.82s/it]
 33%|███▎      | 15147/46302 [16:03:52<33:03:16,  3.82s/it]
 33%|███▎      | 15148/46302 [16:03:56<33:03:12,  3.82s/it]
 33%|███▎      | 15149/46302 [16:04:00<33:04:09,  3.82s/it]
 33%|███▎      | 15150/46302 [16:04:04<33:04:41,  3.82s/it]
 33%|███▎      | 15151/46302 [16:04:07<33:04:00,  3.82s/it]
 33%|███▎      | 15152/46302 [16:04:11<33:04:12,  3.82s/it]
 33%|███▎      | 15153/46302 [16:04:15<33:04:23,  3.82s/it]
 33%|███▎      | 15154/46302 [16:04:19<33:04:17,  3.82s/it]
 33%|███▎      | 15155/46302 [16:04:23<33:04:01,  3.82s/it]
 33%|███▎      | 15156/46302 [16:04:27<33:03:55,  3.82s/it]
 33%|███▎      | 15157/46302 [16:04:30<33:03:33,  3.82s/it]
 33%|███▎      | 15158/46302 [16:04:34<33:01:09,  3.82s/it]
 33%|███▎      | 15159/46302 [16:04:38<33:01:13,  3.82s/it]
 33%|███▎      | 15160/46302 [16:04:42<33:01:30,  3.82s/it]
 33%|███▎      | 15161/46302 [16:04:46<33:01:20,  3.82s/it]
 33%|███▎      | 15162/46302 [16:04:49<32:59:08,  3.81s/it]
 33%|███▎      | 15163/46302 [16:04:53<32:59:45,  3.81s/it]
 33%|███▎      | 15164/46302 [16:04:57<32:59:23,  3.81s/it]
 33%|███▎      | 15165/46302 [16:05:01<32:59:26,  3.81s/it]
 33%|███▎      | 15166/46302 [16:05:05<32:59:55,  3.82s/it]
 33%|███▎      | 15167/46302 [16:05:09<33:00:20,  3.82s/it]
 33%|███▎      | 15168/46302 [16:05:12<33:00:35,  3.82s/it]
 33%|███▎      | 15169/46302 [16:05:16<33:00:11,  3.82s/it]
 33%|███▎      | 15170/46302 [16:05:20<33:00:25,  3.82s/it]
 33%|███▎      | 15171/46302 [16:05:24<33:01:01,  3.82s/it]
 33%|███▎      | 15172/46302 [16:05:28<33:01:37,  3.82s/it]
 33%|███▎      | 15173/46302 [16:05:31<33:02:23,  3.82s/it]
 33%|███▎      | 15174/46302 [16:05:35<33:02:32,  3.82s/it]
 33%|███▎      | 15175/46302 [16:05:39<33:02:51,  3.82s/it]
 33%|███▎      | 15176/46302 [16:05:43<33:02:01,  3.82s/it]
 33%|███▎      | 15177/46302 [16:05:47<33:01:52,  3.82s/it]
 33%|███▎      | 15178/46302 [16:05:51<33:00:53,  3.82s/it]
 33%|███▎      | 15179/46302 [16:05:54<33:00:42,  3.82s/it]
 33%|███▎      | 15180/46302 [16:05:58<32:58:10,  3.81s/it]
 33%|███▎      | 15181/46302 [16:06:02<32:58:57,  3.82s/it]
 33%|███▎      | 15182/46302 [16:06:06<32:59:56,  3.82s/it]
 33%|███▎      | 15183/46302 [16:06:10<32:59:56,  3.82s/it]
 33%|███▎      | 15184/46302 [16:06:13<32:59:39,  3.82s/it]
 33%|███▎      | 15185/46302 [16:06:17<33:00:17,  3.82s/it]
 33%|███▎      | 15186/46302 [16:06:21<33:00:28,  3.82s/it]
 33%|███▎      | 15187/46302 [16:06:25<33:00:39,  3.82s/it]
 33%|███▎      | 15188/46302 [16:06:29<33:01:11,  3.82s/it]
 33%|███▎      | 15189/46302 [16:06:33<33:00:47,  3.82s/it]
 33%|███▎      | 15190/46302 [16:06:36<33:00:23,  3.82s/it]
 33%|███▎      | 15191/46302 [16:06:40<33:00:54,  3.82s/it]
 33%|███▎      | 15192/46302 [16:06:44<33:00:40,  3.82s/it]
 33%|███▎      | 15193/46302 [16:06:48<33:00:11,  3.82s/it]
 33%|███▎      | 15194/46302 [16:06:52<33:00:38,  3.82s/it]
 33%|███▎      | 15195/46302 [16:06:55<33:00:36,  3.82s/it]
 33%|███▎      | 15196/46302 [16:06:59<32:59:51,  3.82s/it]
 33%|███▎      | 15197/46302 [16:07:03<32:59:23,  3.82s/it]
 33%|███▎      | 15198/46302 [16:07:07<32:59:36,  3.82s/it]
 33%|███▎      | 15199/46302 [16:07:11<32:59:36,  3.82s/it]
 33%|███▎      | 15200/46302 [16:07:15<33:00:12,  3.82s/it]
 33%|███▎      | 15201/46302 [16:07:18<33:00:44,  3.82s/it]
 33%|███▎      | 15202/46302 [16:07:22<33:00:51,  3.82s/it]
 33%|███▎      | 15203/46302 [16:07:26<33:00:31,  3.82s/it]
 33%|███▎      | 15204/46302 [16:07:30<33:00:19,  3.82s/it]
 33%|███▎      | 15205/46302 [16:07:34<32:59:24,  3.82s/it]
 33%|███▎      | 15206/46302 [16:07:37<32:59:42,  3.82s/it]
 33%|███▎      | 15207/46302 [16:07:41<33:00:20,  3.82s/it]
 33%|███▎      | 15208/46302 [16:07:45<32:59:59,  3.82s/it]
 33%|███▎      | 15209/46302 [16:07:49<32:59:35,  3.82s/it]
 33%|███▎      | 15210/46302 [16:07:53<33:00:49,  3.82s/it]
 33%|███▎      | 15211/46302 [16:07:57<32:59:45,  3.82s/it]
 33%|███▎      | 15212/46302 [16:08:00<32:59:12,  3.82s/it]
 33%|███▎      | 15213/46302 [16:08:04<32:58:32,  3.82s/it]
 33%|███▎      | 15214/46302 [16:08:08<32:58:11,  3.82s/it]
 33%|███▎      | 15215/46302 [16:08:12<32:58:26,  3.82s/it]
 33%|███▎      | 15216/46302 [16:08:16<32:58:31,  3.82s/it]
 33%|███▎      | 15217/46302 [16:08:20<32:59:16,  3.82s/it]
 33%|███▎      | 15218/46302 [16:08:23<32:58:25,  3.82s/it]
 33%|███▎      | 15219/46302 [16:08:27<32:58:40,  3.82s/it]
 33%|███▎      | 15220/46302 [16:08:31<32:54:57,  3.81s/it]
 33%|███▎      | 15221/46302 [16:08:35<32:56:12,  3.81s/it]
 33%|███▎      | 15222/46302 [16:08:39<32:55:59,  3.81s/it]
 33%|███▎      | 15223/46302 [16:08:42<32:56:23,  3.82s/it]
 33%|███▎      | 15224/46302 [16:08:46<32:56:16,  3.82s/it]
 33%|███▎      | 15225/46302 [16:08:50<32:56:41,  3.82s/it]
 33%|███▎      | 15226/46302 [16:08:54<32:57:11,  3.82s/it]
 33%|███▎      | 15227/46302 [16:08:58<32:57:19,  3.82s/it]
 33%|███▎      | 15228/46302 [16:09:01<32:57:54,  3.82s/it]
 33%|███▎      | 15229/46302 [16:09:05<32:57:08,  3.82s/it]
 33%|███▎      | 15230/46302 [16:09:09<32:55:33,  3.81s/it]
 33%|███▎      | 15231/46302 [16:09:13<32:55:36,  3.82s/it]
 33%|███▎      | 15232/46302 [16:09:17<32:56:21,  3.82s/it]
 33%|███▎      | 15233/46302 [16:09:21<32:56:54,  3.82s/it]
 33%|███▎      | 15234/46302 [16:09:24<32:57:12,  3.82s/it]
 33%|███▎      | 15235/46302 [16:09:28<32:56:44,  3.82s/it]
 33%|███▎      | 15236/46302 [16:09:32<32:57:21,  3.82s/it]
 33%|███▎      | 15237/46302 [16:09:36<32:57:12,  3.82s/it]
 33%|███▎      | 15238/46302 [16:09:40<32:57:49,  3.82s/it]
 33%|███▎      | 15239/46302 [16:09:43<32:57:16,  3.82s/it]
 33%|███▎      | 15240/46302 [16:09:47<32:56:30,  3.82s/it]
 33%|███▎      | 15241/46302 [16:09:51<32:56:25,  3.82s/it]
 33%|███▎      | 15242/46302 [16:09:55<32:56:43,  3.82s/it]
 33%|███▎      | 15243/46302 [16:09:59<32:56:20,  3.82s/it]
 33%|███▎      | 15244/46302 [16:10:03<32:55:37,  3.82s/it]
 33%|███▎      | 15245/46302 [16:10:06<32:54:30,  3.81s/it]
 33%|███▎      | 15246/46302 [16:10:10<32:54:33,  3.81s/it]
 33%|███▎      | 15247/46302 [16:10:14<32:54:09,  3.81s/it]
 33%|███▎      | 15248/46302 [16:10:18<32:54:34,  3.82s/it]
 33%|███▎      | 15249/46302 [16:10:22<32:54:43,  3.82s/it]
 33%|███▎      | 15250/46302 [16:10:25<32:55:19,  3.82s/it]
 33%|███▎      | 15251/46302 [16:10:29<32:55:00,  3.82s/it]
 33%|███▎      | 15252/46302 [16:10:33<32:54:55,  3.82s/it]
 33%|███▎      | 15253/46302 [16:10:37<32:54:34,  3.82s/it]
 33%|███▎      | 15254/46302 [16:10:41<32:54:41,  3.82s/it]
 33%|███▎      | 15255/46302 [16:10:45<32:54:44,  3.82s/it]
 33%|███▎      | 15256/46302 [16:10:48<32:54:21,  3.82s/it]
 33%|███▎      | 15257/46302 [16:10:52<32:54:32,  3.82s/it]
 33%|███▎      | 15258/46302 [16:10:56<32:55:06,  3.82s/it]
 33%|███▎      | 15259/46302 [16:11:00<32:54:41,  3.82s/it]
 33%|███▎      | 15260/46302 [16:11:04<32:54:23,  3.82s/it]
 33%|███▎      | 15261/46302 [16:11:07<32:54:10,  3.82s/it]
 33%|███▎      | 15262/46302 [16:11:11<32:53:45,  3.82s/it]
 33%|███▎      | 15263/46302 [16:11:15<32:54:17,  3.82s/it]
 33%|███▎      | 15264/46302 [16:11:19<32:53:51,  3.82s/it]
 33%|███▎      | 15265/46302 [16:11:23<32:53:38,  3.82s/it]
 33%|███▎      | 15266/46302 [16:11:27<32:54:51,  3.82s/it]
 33%|███▎      | 15267/46302 [16:11:30<32:55:32,  3.82s/it]
 33%|███▎      | 15268/46302 [16:11:34<32:55:32,  3.82s/it]
 33%|███▎      | 15269/46302 [16:11:38<32:55:36,  3.82s/it]
 33%|███▎      | 15270/46302 [16:11:42<32:55:31,  3.82s/it]
 33%|███▎      | 15271/46302 [16:11:46<32:55:22,  3.82s/it]
 33%|███▎      | 15272/46302 [16:11:49<32:53:37,  3.82s/it]
 33%|███▎      | 15273/46302 [16:11:53<32:54:06,  3.82s/it]
 33%|███▎      | 15274/46302 [16:11:57<32:54:11,  3.82s/it]
 33%|███▎      | 15275/46302 [16:12:01<32:54:57,  3.82s/it]
 33%|███▎      | 15276/46302 [16:12:05<32:55:15,  3.82s/it]
 33%|███▎      | 15277/46302 [16:12:09<32:55:27,  3.82s/it]
 33%|███▎      | 15278/46302 [16:12:12<32:53:32,  3.82s/it]
 33%|███▎      | 15279/46302 [16:12:16<32:54:19,  3.82s/it]
 33%|███▎      | 15280/46302 [16:12:20<32:54:32,  3.82s/it]
 33%|███▎      | 15281/46302 [16:12:24<32:54:21,  3.82s/it]
 33%|███▎      | 15282/46302 [16:12:28<32:54:14,  3.82s/it]
 33%|███▎      | 15283/46302 [16:12:31<32:54:27,  3.82s/it]
 33%|███▎      | 15284/46302 [16:12:35<32:54:06,  3.82s/it]
 33%|███▎      | 15285/46302 [16:12:39<32:54:17,  3.82s/it]
 33%|███▎      | 15286/46302 [16:12:43<32:54:23,  3.82s/it]
 33%|███▎      | 15287/46302 [16:12:47<32:53:45,  3.82s/it]
 33%|███▎      | 15288/46302 [16:12:51<32:53:30,  3.82s/it]
 33%|███▎      | 15289/46302 [16:12:54<32:53:47,  3.82s/it]
 33%|███▎      | 15290/46302 [16:12:58<32:53:03,  3.82s/it]
 33%|███▎      | 15291/46302 [16:13:02<32:52:56,  3.82s/it]
 33%|███▎      | 15292/46302 [16:13:06<32:52:44,  3.82s/it]
 33%|███▎      | 15293/46302 [16:13:10<32:52:33,  3.82s/it]
 33%|███▎      | 15294/46302 [16:13:13<32:53:04,  3.82s/it]
 33%|███▎      | 15295/46302 [16:13:17<32:52:59,  3.82s/it]
 33%|███▎      | 15296/46302 [16:13:21<32:53:02,  3.82s/it]
 33%|███▎      | 15297/46302 [16:13:25<32:52:16,  3.82s/it]
 33%|███▎      | 15298/46302 [16:13:29<32:52:17,  3.82s/it]
 33%|███▎      | 15299/46302 [16:13:33<32:52:16,  3.82s/it]
 33%|███▎      | 15300/46302 [16:13:36<32:52:24,  3.82s/it]
 33%|███▎      | 15301/46302 [16:13:40<32:52:53,  3.82s/it]
 33%|███▎      | 15302/46302 [16:13:44<32:52:58,  3.82s/it]
 33%|███▎      | 15303/46302 [16:13:48<32:52:44,  3.82s/it]
 33%|███▎      | 15304/46302 [16:13:52<32:52:45,  3.82s/it]
 33%|███▎      | 15305/46302 [16:13:55<32:52:46,  3.82s/it]
 33%|███▎      | 15306/46302 [16:13:59<32:52:47,  3.82s/it]
 33%|███▎      | 15307/46302 [16:14:03<32:52:54,  3.82s/it]
 33%|███▎      | 15308/46302 [16:14:07<32:52:58,  3.82s/it]
 33%|███▎      | 15309/46302 [16:14:11<32:51:59,  3.82s/it]
 33%|███▎      | 15310/46302 [16:14:15<32:51:50,  3.82s/it]
 33%|███▎      | 15311/46302 [16:14:18<32:51:42,  3.82s/it]
 33%|███▎      | 15312/46302 [16:14:22<32:52:50,  3.82s/it]
 33%|███▎      | 15313/46302 [16:14:26<32:53:09,  3.82s/it]
 33%|███▎      | 15314/46302 [16:14:30<32:52:32,  3.82s/it]
 33%|███▎      | 15315/46302 [16:14:34<32:52:40,  3.82s/it]
 33%|███▎      | 15316/46302 [16:14:37<32:52:20,  3.82s/it]
 33%|███▎      | 15317/46302 [16:14:41<32:52:09,  3.82s/it]
 33%|███▎      | 15318/46302 [16:14:45<32:52:11,  3.82s/it]
 33%|███▎      | 15319/46302 [16:14:49<32:52:31,  3.82s/it]
 33%|███▎      | 15320/46302 [16:14:53<32:52:29,  3.82s/it]
 33%|███▎      | 15321/46302 [16:14:57<32:52:39,  3.82s/it]
 33%|███▎      | 15322/46302 [16:15:00<32:52:01,  3.82s/it]
 33%|███▎      | 15323/46302 [16:15:04<32:51:47,  3.82s/it]
 33%|███▎      | 15324/46302 [16:15:08<32:51:36,  3.82s/it]
 33%|███▎      | 15325/46302 [16:15:12<32:51:31,  3.82s/it]
 33%|███▎      | 15326/46302 [16:15:16<32:51:38,  3.82s/it]
 33%|███▎      | 15327/46302 [16:15:19<32:51:18,  3.82s/it]
 33%|███▎      | 15328/46302 [16:15:23<32:51:02,  3.82s/it]
 33%|███▎      | 15329/46302 [16:15:27<32:50:59,  3.82s/it]
 33%|███▎      | 15330/46302 [16:15:31<32:50:56,  3.82s/it]
 33%|███▎      | 15331/46302 [16:15:35<32:50:47,  3.82s/it]
 33%|███▎      | 15332/46302 [16:15:39<32:50:31,  3.82s/it]
 33%|███▎      | 15333/46302 [16:15:42<32:50:17,  3.82s/it]
 33%|███▎      | 15334/46302 [16:15:46<32:50:22,  3.82s/it]
 33%|███▎      | 15335/46302 [16:15:50<32:50:26,  3.82s/it]
 33%|███▎      | 15336/46302 [16:15:54<32:50:36,  3.82s/it]
 33%|███▎      | 15337/46302 [16:15:58<32:51:45,  3.82s/it]
 33%|███▎      | 15338/46302 [16:16:01<32:51:10,  3.82s/it]
 33%|███▎      | 15339/46302 [16:16:05<32:51:10,  3.82s/it]
 33%|███▎      | 15340/46302 [16:16:09<32:50:49,  3.82s/it]
 33%|███▎      | 15341/46302 [16:16:13<32:50:40,  3.82s/it]
 33%|███▎      | 15342/46302 [16:16:17<32:50:36,  3.82s/it]
 33%|███▎      | 15343/46302 [16:16:21<32:50:23,  3.82s/it]
 33%|███▎      | 15344/46302 [16:16:24<32:48:46,  3.82s/it]
 33%|███▎      | 15345/46302 [16:16:28<32:49:01,  3.82s/it]
 33%|███▎      | 15346/46302 [16:16:32<32:49:00,  3.82s/it]
 33%|███▎      | 15347/46302 [16:16:36<32:49:04,  3.82s/it]
 33%|███▎      | 15348/46302 [16:16:40<32:47:34,  3.81s/it]
 33%|███▎      | 15349/46302 [16:16:43<32:48:16,  3.82s/it]
 33%|███▎      | 15350/46302 [16:16:47<32:48:41,  3.82s/it]
 33%|███▎      | 15351/46302 [16:16:51<32:49:13,  3.82s/it]
 33%|███▎      | 15352/46302 [16:16:55<32:49:08,  3.82s/it]
 33%|███▎      | 15353/46302 [16:16:59<32:49:11,  3.82s/it]
 33%|███▎      | 15354/46302 [16:17:03<32:49:54,  3.82s/it]
 33%|███▎      | 15355/46302 [16:17:06<32:50:08,  3.82s/it]
 33%|███▎      | 15356/46302 [16:17:10<32:50:10,  3.82s/it]
 33%|███▎      | 15357/46302 [16:17:14<32:50:04,  3.82s/it]
 33%|███▎      | 15358/46302 [16:17:18<32:49:24,  3.82s/it]
 33%|███▎      | 15359/46302 [16:17:22<32:49:20,  3.82s/it]
 33%|███▎      | 15360/46302 [16:17:25<32:49:46,  3.82s/it]
 33%|███▎      | 15361/46302 [16:17:29<32:49:33,  3.82s/it]
 33%|███▎      | 15362/46302 [16:17:33<32:49:06,  3.82s/it]
 33%|███▎      | 15363/46302 [16:17:37<32:48:33,  3.82s/it]
 33%|███▎      | 15364/46302 [16:17:41<32:49:30,  3.82s/it]
 33%|███▎      | 15365/46302 [16:17:45<32:48:44,  3.82s/it]
 33%|███▎      | 15366/46302 [16:17:48<32:48:54,  3.82s/it]
 33%|███▎      | 15367/46302 [16:17:52<32:48:32,  3.82s/it]
 33%|███▎      | 15368/46302 [16:17:56<32:49:07,  3.82s/it]
 33%|███▎      | 15369/46302 [16:18:00<32:48:21,  3.82s/it]
 33%|███▎      | 15370/46302 [16:18:04<32:48:34,  3.82s/it]
 33%|███▎      | 15371/46302 [16:18:07<32:48:22,  3.82s/it]
 33%|███▎      | 15372/46302 [16:18:11<32:48:35,  3.82s/it]
 33%|███▎      | 15373/46302 [16:18:15<32:48:34,  3.82s/it]
 33%|███▎      | 15374/46302 [16:18:19<32:47:31,  3.82s/it]
 33%|███▎      | 15375/46302 [16:18:23<32:47:56,  3.82s/it]
 33%|███▎      | 15376/46302 [16:18:27<32:48:23,  3.82s/it]
 33%|███▎      | 15377/46302 [16:18:30<32:48:07,  3.82s/it]
 33%|███▎      | 15378/46302 [16:18:34<32:48:45,  3.82s/it]
 33%|███▎      | 15379/46302 [16:18:38<32:48:44,  3.82s/it]
 33%|███▎      | 15380/46302 [16:18:42<32:48:51,  3.82s/it]
 33%|███▎      | 15381/46302 [16:18:46<32:48:07,  3.82s/it]
 33%|███▎      | 15382/46302 [16:18:49<32:48:10,  3.82s/it]
 33%|███▎      | 15383/46302 [16:18:53<32:48:19,  3.82s/it]
 33%|███▎      | 15384/46302 [16:18:57<32:48:29,  3.82s/it]
 33%|███▎      | 15385/46302 [16:19:01<32:47:37,  3.82s/it]
 33%|███▎      | 15386/46302 [16:19:05<32:48:04,  3.82s/it]
 33%|███▎      | 15387/46302 [16:19:09<32:47:31,  3.82s/it]
 33%|███▎      | 15388/46302 [16:19:12<32:47:25,  3.82s/it]
 33%|███▎      | 15389/46302 [16:19:16<32:48:02,  3.82s/it]
 33%|███▎      | 15390/46302 [16:19:20<32:47:32,  3.82s/it]
 33%|███▎      | 15391/46302 [16:19:24<32:47:02,  3.82s/it]
 33%|███▎      | 15392/46302 [16:19:28<32:47:34,  3.82s/it]
 33%|███▎      | 15393/46302 [16:19:31<32:46:56,  3.82s/it]
 33%|███▎      | 15394/46302 [16:19:35<32:46:35,  3.82s/it]
 33%|███▎      | 15395/46302 [16:19:39<32:46:49,  3.82s/it]
 33%|███▎      | 15396/46302 [16:19:43<32:48:09,  3.82s/it]
 33%|███▎      | 15397/46302 [16:19:47<32:48:22,  3.82s/it]
 33%|███▎      | 15398/46302 [16:19:51<32:48:09,  3.82s/it]
 33%|███▎      | 15399/46302 [16:19:54<32:48:04,  3.82s/it]
 33%|███▎      | 15400/46302 [16:19:58<32:47:40,  3.82s/it]
 33%|███▎      | 15401/46302 [16:20:02<32:47:47,  3.82s/it]
 33%|███▎      | 15402/46302 [16:20:06<32:46:51,  3.82s/it]
 33%|███▎      | 15403/46302 [16:20:10<32:46:35,  3.82s/it]
 33%|███▎      | 15404/46302 [16:20:13<32:46:14,  3.82s/it]
 33%|███▎      | 15405/46302 [16:20:17<32:46:28,  3.82s/it]
 33%|███▎      | 15406/46302 [16:20:21<32:45:36,  3.82s/it]
 33%|███▎      | 15407/46302 [16:20:25<32:47:56,  3.82s/it]
 33%|███▎      | 15408/46302 [16:20:29<32:47:19,  3.82s/it]
 33%|███▎      | 15409/46302 [16:20:33<32:46:54,  3.82s/it]
 33%|███▎      | 15410/46302 [16:20:36<32:46:13,  3.82s/it]
 33%|███▎      | 15411/46302 [16:20:40<32:45:58,  3.82s/it]
 33%|███▎      | 15412/46302 [16:20:44<32:45:41,  3.82s/it]
 33%|███▎      | 15413/46302 [16:20:48<32:45:27,  3.82s/it]
 33%|███▎      | 15414/46302 [16:20:52<32:45:29,  3.82s/it]
 33%|███▎      | 15415/46302 [16:20:56<32:46:00,  3.82s/it]
 33%|███▎      | 15416/46302 [16:20:59<32:45:54,  3.82s/it]
 33%|███▎      | 15417/46302 [16:21:03<32:46:15,  3.82s/it]
 33%|███▎      | 15418/46302 [16:21:07<32:43:17,  3.81s/it]
 33%|███▎      | 15419/46302 [16:21:11<32:43:54,  3.82s/it]
 33%|███▎      | 15420/46302 [16:21:15<32:44:31,  3.82s/it]
 33%|███▎      | 15421/46302 [16:21:18<32:44:50,  3.82s/it]
 33%|███▎      | 15422/46302 [16:21:22<32:45:19,  3.82s/it]
 33%|███▎      | 15423/46302 [16:21:26<32:45:14,  3.82s/it]
 33%|███▎      | 15424/46302 [16:21:30<32:44:33,  3.82s/it]
 33%|███▎      | 15425/46302 [16:21:34<32:45:24,  3.82s/it]
 33%|███▎      | 15426/46302 [16:21:37<32:44:59,  3.82s/it]
 33%|███▎      | 15427/46302 [16:21:41<32:44:56,  3.82s/it]
 33%|███▎      | 15428/46302 [16:21:45<32:45:19,  3.82s/it]
 33%|███▎      | 15429/46302 [16:21:49<32:44:48,  3.82s/it]
 33%|███▎      | 15430/46302 [16:21:53<32:45:08,  3.82s/it]
 33%|███▎      | 15431/46302 [16:21:57<32:44:47,  3.82s/it]
 33%|███▎      | 15432/46302 [16:22:00<32:44:07,  3.82s/it]
 33%|███▎      | 15433/46302 [16:22:04<32:45:43,  3.82s/it]
 33%|███▎      | 15434/46302 [16:22:08<32:47:19,  3.82s/it]
 33%|███▎      | 15435/46302 [16:22:12<32:47:21,  3.82s/it]
 33%|███▎      | 15436/46302 [16:22:16<32:45:14,  3.82s/it]
 33%|███▎      | 15437/46302 [16:22:20<32:45:01,  3.82s/it]
 33%|███▎      | 15438/46302 [16:22:23<32:45:03,  3.82s/it]
 33%|███▎      | 15439/46302 [16:22:27<32:44:21,  3.82s/it]
 33%|███▎      | 15440/46302 [16:22:31<32:43:51,  3.82s/it]
 33%|███▎      | 15441/46302 [16:22:35<32:44:18,  3.82s/it]
 33%|███▎      | 15442/46302 [16:22:39<32:43:51,  3.82s/it]
 33%|███▎      | 15443/46302 [16:22:42<32:43:35,  3.82s/it]
 33%|███▎      | 15444/46302 [16:22:46<32:43:31,  3.82s/it]
 33%|███▎      | 15445/46302 [16:22:50<32:43:16,  3.82s/it]
 33%|███▎      | 15446/46302 [16:22:54<32:42:53,  3.82s/it]
 33%|███▎      | 15447/46302 [16:22:58<32:42:14,  3.82s/it]
 33%|███▎      | 15448/46302 [16:23:02<32:41:56,  3.82s/it]
 33%|███▎      | 15449/46302 [16:23:05<32:42:14,  3.82s/it]
 33%|███▎      | 15450/46302 [16:23:09<32:42:33,  3.82s/it]
 33%|███▎      | 15451/46302 [16:23:13<32:42:26,  3.82s/it]
 33%|███▎      | 15452/46302 [16:23:17<32:42:54,  3.82s/it]
 33%|███▎      | 15453/46302 [16:23:21<32:43:03,  3.82s/it]
 33%|███▎      | 15454/46302 [16:23:24<32:43:13,  3.82s/it]
 33%|███▎      | 15455/46302 [16:23:28<32:43:19,  3.82s/it]
 33%|███▎      | 15456/46302 [16:23:32<32:43:14,  3.82s/it]
 33%|███▎      | 15457/46302 [16:23:36<32:42:56,  3.82s/it]
 33%|███▎      | 15458/46302 [16:23:40<32:42:30,  3.82s/it]
 33%|███▎      | 15459/46302 [16:23:44<32:42:37,  3.82s/it]
 33%|███▎      | 15460/46302 [16:23:47<32:42:06,  3.82s/it]
 33%|███▎      | 15461/46302 [16:23:51<32:41:53,  3.82s/it]
 33%|███▎      | 15462/46302 [16:23:55<32:41:35,  3.82s/it]
 33%|███▎      | 15463/46302 [16:23:59<32:41:42,  3.82s/it]
 33%|███▎      | 15464/46302 [16:24:03<32:42:14,  3.82s/it]
 33%|███▎      | 15465/46302 [16:24:06<32:42:05,  3.82s/it]
 33%|███▎      | 15466/46302 [16:24:10<32:42:00,  3.82s/it]
 33%|███▎      | 15467/46302 [16:24:14<32:42:19,  3.82s/it]
 33%|███▎      | 15468/46302 [16:24:18<32:42:09,  3.82s/it]
 33%|███▎      | 15469/46302 [16:24:22<32:42:39,  3.82s/it]
 33%|███▎      | 15470/46302 [16:24:26<32:42:20,  3.82s/it]
 33%|███▎      | 15471/46302 [16:24:29<32:41:44,  3.82s/it]
 33%|███▎      | 15472/46302 [16:24:33<32:41:46,  3.82s/it]
 33%|███▎      | 15473/46302 [16:24:37<32:41:24,  3.82s/it]
 33%|███▎      | 15474/46302 [16:24:41<32:41:39,  3.82s/it]
 33%|███▎      | 15475/46302 [16:24:45<32:41:45,  3.82s/it]
 33%|███▎      | 15476/46302 [16:24:48<32:41:55,  3.82s/it]
 33%|███▎      | 15477/46302 [16:24:52<32:42:18,  3.82s/it]
 33%|███▎      | 15478/46302 [16:24:56<32:41:59,  3.82s/it]
 33%|███▎      | 15479/46302 [16:25:00<32:42:05,  3.82s/it]
 33%|███▎      | 15480/46302 [16:25:04<32:42:13,  3.82s/it]
 33%|███▎      | 15481/46302 [16:25:08<32:42:42,  3.82s/it]
 33%|███▎      | 15482/46302 [16:25:11<32:42:03,  3.82s/it]
 33%|███▎      | 15483/46302 [16:25:15<32:42:15,  3.82s/it]
 33%|███▎      | 15484/46302 [16:25:19<32:42:31,  3.82s/it]
 33%|███▎      | 15485/46302 [16:25:23<32:42:22,  3.82s/it]
 33%|███▎      | 15486/46302 [16:25:27<32:42:09,  3.82s/it]
 33%|███▎      | 15487/46302 [16:25:30<32:42:06,  3.82s/it]
 33%|███▎      | 15488/46302 [16:25:34<32:41:33,  3.82s/it]
 33%|███▎      | 15489/46302 [16:25:38<32:41:20,  3.82s/it]
 33%|███▎      | 15490/46302 [16:25:42<32:41:56,  3.82s/it]
 33%|███▎      | 15491/46302 [16:25:46<32:41:22,  3.82s/it]
 33%|███▎      | 15492/46302 [16:25:50<32:41:03,  3.82s/it]
 33%|███▎      | 15493/46302 [16:25:53<32:41:34,  3.82s/it]
 33%|███▎      | 15494/46302 [16:25:57<32:42:37,  3.82s/it]
 33%|███▎      | 15495/46302 [16:26:01<32:42:37,  3.82s/it]
 33%|███▎      | 15496/46302 [16:26:05<32:41:49,  3.82s/it]
 33%|███▎      | 15497/46302 [16:26:09<32:41:38,  3.82s/it]
 33%|███▎      | 15498/46302 [16:26:12<32:40:41,  3.82s/it]
 33%|███▎      | 15499/46302 [16:26:16<32:40:33,  3.82s/it]
 33%|███▎      | 15500/46302 [16:26:20<32:40:49,  3.82s/it]
                                                           
{'loss': 3.3267, 'learning_rate': 0.003399629155445676, 'epoch': 0.33}

 33%|███▎      | 15500/46302 [16:26:20<32:40:49,  3.82s/it]
 33%|███▎      | 15501/46302 [16:26:24<32:42:29,  3.82s/it]
 33%|███▎      | 15502/46302 [16:26:28<32:41:50,  3.82s/it]
 33%|███▎      | 15503/46302 [16:26:32<32:41:48,  3.82s/it]
 33%|███▎      | 15504/46302 [16:26:35<32:41:51,  3.82s/it]
 33%|███▎      | 15505/46302 [16:26:39<32:41:51,  3.82s/it]
 33%|███▎      | 15506/46302 [16:26:43<32:41:56,  3.82s/it]
 33%|███▎      | 15507/46302 [16:26:47<32:41:57,  3.82s/it]
 33%|███▎      | 15508/46302 [16:26:51<32:41:37,  3.82s/it]
 33%|███▎      | 15509/46302 [16:26:55<32:41:31,  3.82s/it]
 33%|███▎      | 15510/46302 [16:26:58<32:41:19,  3.82s/it]
 33%|███▎      | 15511/46302 [16:27:02<32:40:43,  3.82s/it]
 34%|███▎      | 15512/46302 [16:27:06<32:38:41,  3.82s/it]
 34%|███▎      | 15513/46302 [16:27:10<32:38:40,  3.82s/it]
 34%|███▎      | 15514/46302 [16:27:14<32:39:05,  3.82s/it]
 34%|███▎      | 15515/46302 [16:27:17<32:38:33,  3.82s/it]
 34%|███▎      | 15516/46302 [16:27:21<32:38:45,  3.82s/it]
 34%|███▎      | 15517/46302 [16:27:25<32:39:44,  3.82s/it]
 34%|███▎      | 15518/46302 [16:27:29<32:39:17,  3.82s/it]
 34%|███▎      | 15519/46302 [16:27:33<32:40:07,  3.82s/it]
 34%|███▎      | 15520/46302 [16:27:37<32:39:34,  3.82s/it]
 34%|███▎      | 15521/46302 [16:27:40<32:40:04,  3.82s/it]
 34%|███▎      | 15522/46302 [16:27:44<32:40:15,  3.82s/it]
 34%|███▎      | 15523/46302 [16:27:48<32:40:18,  3.82s/it]
 34%|███▎      | 15524/46302 [16:27:52<32:40:25,  3.82s/it]
 34%|███▎      | 15525/46302 [16:27:56<32:39:45,  3.82s/it]
 34%|███▎      | 15526/46302 [16:27:59<32:39:42,  3.82s/it]
 34%|███▎      | 15527/46302 [16:28:03<32:39:43,  3.82s/it]
 34%|███▎      | 15528/46302 [16:28:07<32:39:46,  3.82s/it]
 34%|███▎      | 15529/46302 [16:28:11<32:39:51,  3.82s/it]
 34%|███▎      | 15530/46302 [16:28:15<32:40:03,  3.82s/it]
 34%|███▎      | 15531/46302 [16:28:19<32:40:12,  3.82s/it]
 34%|███▎      | 15532/46302 [16:28:22<32:39:44,  3.82s/it]
 34%|███▎      | 15533/46302 [16:28:26<32:39:54,  3.82s/it]
 34%|███▎      | 15534/46302 [16:28:30<32:39:53,  3.82s/it]
 34%|███▎      | 15535/46302 [16:28:34<32:39:51,  3.82s/it]
 34%|███▎      | 15536/46302 [16:28:38<32:39:39,  3.82s/it]
 34%|███▎      | 15537/46302 [16:28:41<32:39:38,  3.82s/it]
 34%|███▎      | 15538/46302 [16:28:45<32:39:09,  3.82s/it]
 34%|███▎      | 15539/46302 [16:28:49<32:39:18,  3.82s/it]
 34%|███▎      | 15540/46302 [16:28:53<32:38:46,  3.82s/it]
 34%|███▎      | 15541/46302 [16:28:57<32:38:38,  3.82s/it]
 34%|███▎      | 15542/46302 [16:29:01<32:38:51,  3.82s/it]
 34%|███▎      | 15543/46302 [16:29:04<32:39:17,  3.82s/it]
 34%|███▎      | 15544/46302 [16:29:08<32:39:15,  3.82s/it]
 34%|███▎      | 15545/46302 [16:29:12<32:39:00,  3.82s/it]
 34%|███▎      | 15546/46302 [16:29:16<32:38:51,  3.82s/it]
 34%|███▎      | 15547/46302 [16:29:20<32:38:33,  3.82s/it]
 34%|███▎      | 15548/46302 [16:29:24<32:38:57,  3.82s/it]
 34%|███▎      | 15549/46302 [16:29:27<32:38:41,  3.82s/it]
 34%|███▎      | 15550/46302 [16:29:31<32:38:33,  3.82s/it]
 34%|███▎      | 15551/46302 [16:29:35<32:39:01,  3.82s/it]
 34%|███▎      | 15552/46302 [16:29:39<32:38:19,  3.82s/it]
 34%|███▎      | 15553/46302 [16:29:43<32:38:13,  3.82s/it]
 34%|███▎      | 15554/46302 [16:29:46<32:37:11,  3.82s/it]
 34%|███▎      | 15555/46302 [16:29:50<32:37:27,  3.82s/it]
 34%|███▎      | 15556/46302 [16:29:54<32:37:54,  3.82s/it]
 34%|███▎      | 15557/46302 [16:29:58<32:37:56,  3.82s/it]
 34%|███▎      | 15558/46302 [16:30:02<32:37:03,  3.82s/it]
 34%|███▎      | 15559/46302 [16:30:06<32:36:58,  3.82s/it]
 34%|███▎      | 15560/46302 [16:30:09<32:37:02,  3.82s/it]
 34%|███▎      | 15561/46302 [16:30:13<32:37:45,  3.82s/it]
 34%|███▎      | 15562/46302 [16:30:17<32:37:07,  3.82s/it]
 34%|███▎      | 15563/46302 [16:30:21<32:37:02,  3.82s/it]
 34%|███▎      | 15564/46302 [16:30:25<32:35:52,  3.82s/it]
 34%|███▎      | 15565/46302 [16:30:28<32:36:26,  3.82s/it]
 34%|███▎      | 15566/46302 [16:30:32<32:35:59,  3.82s/it]
 34%|███▎      | 15567/46302 [16:30:36<32:36:14,  3.82s/it]
 34%|███▎      | 15568/46302 [16:30:40<32:36:25,  3.82s/it]
 34%|███▎      | 15569/46302 [16:30:44<32:37:30,  3.82s/it]
 34%|███▎      | 15570/46302 [16:30:48<32:37:04,  3.82s/it]
 34%|███▎      | 15571/46302 [16:30:51<32:36:48,  3.82s/it]
 34%|███▎      | 15572/46302 [16:30:55<32:37:01,  3.82s/it]
 34%|███▎      | 15573/46302 [16:30:59<32:34:49,  3.82s/it]
 34%|███▎      | 15574/46302 [16:31:03<32:35:11,  3.82s/it]
 34%|███▎      | 15575/46302 [16:31:07<32:35:11,  3.82s/it]
 34%|███▎      | 15576/46302 [16:31:10<32:33:46,  3.82s/it]
 34%|███▎      | 15577/46302 [16:31:14<32:34:26,  3.82s/it]
 34%|███▎      | 15578/46302 [16:31:18<32:34:26,  3.82s/it]
 34%|███▎      | 15579/46302 [16:31:22<32:32:40,  3.81s/it]
 34%|███▎      | 15580/46302 [16:31:26<32:33:17,  3.81s/it]
 34%|███▎      | 15581/46302 [16:31:30<32:33:12,  3.81s/it]
 34%|███▎      | 15582/46302 [16:31:33<32:32:20,  3.81s/it]
 34%|███▎      | 15583/46302 [16:31:37<32:33:00,  3.81s/it]
 34%|███▎      | 15584/46302 [16:31:41<32:33:07,  3.81s/it]
 34%|███▎      | 15585/46302 [16:31:45<32:32:36,  3.81s/it]
 34%|███▎      | 15586/46302 [16:31:49<32:32:00,  3.81s/it]
 34%|███▎      | 15587/46302 [16:31:52<32:33:03,  3.82s/it]
 34%|███▎      | 15588/46302 [16:31:56<32:33:14,  3.82s/it]
 34%|███▎      | 15589/46302 [16:32:00<32:33:21,  3.82s/it]
 34%|███▎      | 15590/46302 [16:32:04<32:32:55,  3.82s/it]
 34%|███▎      | 15591/46302 [16:32:08<32:33:05,  3.82s/it]
 34%|███▎      | 15592/46302 [16:32:11<32:32:09,  3.81s/it]
 34%|███▎      | 15593/46302 [16:32:15<32:32:10,  3.81s/it]
 34%|███▎      | 15594/46302 [16:32:19<32:31:57,  3.81s/it]
 34%|███▎      | 15595/46302 [16:32:23<32:31:39,  3.81s/it]
 34%|███▎      | 15596/46302 [16:32:27<32:31:54,  3.81s/it]
 34%|███▎      | 15597/46302 [16:32:31<32:31:55,  3.81s/it]
 34%|███▎      | 15598/46302 [16:32:34<32:32:04,  3.81s/it]
 34%|███▎      | 15599/46302 [16:32:38<32:33:05,  3.82s/it]
 34%|███▎      | 15600/46302 [16:32:42<32:33:06,  3.82s/it]
 34%|███▎      | 15601/46302 [16:32:46<32:32:46,  3.82s/it]
 34%|███▎      | 15602/46302 [16:32:50<32:32:11,  3.82s/it]
 34%|███▎      | 15603/46302 [16:32:53<32:32:04,  3.82s/it]
 34%|███▎      | 15604/46302 [16:32:57<32:31:57,  3.82s/it]
 34%|███▎      | 15605/46302 [16:33:01<32:32:18,  3.82s/it]
 34%|███▎      | 15606/46302 [16:33:05<32:32:30,  3.82s/it]
 34%|███▎      | 15607/46302 [16:33:09<32:31:55,  3.82s/it]
 34%|███▎      | 15608/46302 [16:33:13<32:32:01,  3.82s/it]
 34%|███▎      | 15609/46302 [16:33:16<32:31:25,  3.81s/it]
 34%|███▎      | 15610/46302 [16:33:20<32:30:55,  3.81s/it]
 34%|███▎      | 15611/46302 [16:33:24<32:31:34,  3.82s/it]
 34%|███▎      | 15612/46302 [16:33:28<32:29:21,  3.81s/it]
 34%|███▎      | 15613/46302 [16:33:32<32:30:29,  3.81s/it]
 34%|███▎      | 15614/46302 [16:33:35<32:30:31,  3.81s/it]
 34%|███▎      | 15615/46302 [16:33:39<32:30:22,  3.81s/it]
 34%|███▎      | 15616/46302 [16:33:43<32:30:42,  3.81s/it]
 34%|███▎      | 15617/46302 [16:33:47<32:30:45,  3.81s/it]
 34%|███▎      | 15618/46302 [16:33:51<32:30:43,  3.81s/it]
 34%|███▎      | 15619/46302 [16:33:54<32:30:53,  3.81s/it]
 34%|███▎      | 15620/46302 [16:33:58<32:30:18,  3.81s/it]
 34%|███▎      | 15621/46302 [16:34:02<32:30:00,  3.81s/it]
 34%|███▎      | 15622/46302 [16:34:06<32:30:26,  3.81s/it]
 34%|███▎      | 15623/46302 [16:34:10<32:30:31,  3.81s/it]
 34%|███▎      | 15624/46302 [16:34:14<32:30:49,  3.82s/it]
 34%|███▎      | 15625/46302 [16:34:17<32:31:13,  3.82s/it]
 34%|███▎      | 15626/46302 [16:34:21<32:30:40,  3.82s/it]
 34%|███▍      | 15627/46302 [16:34:25<32:30:50,  3.82s/it]
 34%|███▍      | 15628/46302 [16:34:29<32:30:28,  3.82s/it]
 34%|███▍      | 15629/46302 [16:34:33<32:30:32,  3.82s/it]
 34%|███▍      | 15630/46302 [16:34:36<32:30:43,  3.82s/it]
 34%|███▍      | 15631/46302 [16:34:40<32:30:26,  3.82s/it]
 34%|███▍      | 15632/46302 [16:34:44<32:30:08,  3.82s/it]
 34%|███▍      | 15633/46302 [16:34:48<32:29:50,  3.81s/it]
 34%|███▍      | 15634/46302 [16:34:52<32:29:59,  3.82s/it]
 34%|███▍      | 15635/46302 [16:34:56<32:30:12,  3.82s/it]
 34%|███▍      | 15636/46302 [16:34:59<32:29:18,  3.81s/it]
 34%|███▍      | 15637/46302 [16:35:03<32:29:25,  3.81s/it]
 34%|███▍      | 15638/46302 [16:35:07<32:29:20,  3.81s/it]
 34%|███▍      | 15639/46302 [16:35:11<32:29:31,  3.81s/it]
 34%|███▍      | 15640/46302 [16:35:15<32:29:53,  3.82s/it]
 34%|███▍      | 15641/46302 [16:35:18<32:30:25,  3.82s/it]
 34%|███▍      | 15642/46302 [16:35:22<32:29:56,  3.82s/it]
 34%|███▍      | 15643/46302 [16:35:26<32:29:56,  3.82s/it]
 34%|███▍      | 15644/46302 [16:35:30<32:29:52,  3.82s/it]
 34%|███▍      | 15645/46302 [16:35:34<32:30:24,  3.82s/it]
 34%|███▍      | 15646/46302 [16:35:38<32:30:34,  3.82s/it]
 34%|███▍      | 15647/46302 [16:35:41<32:29:51,  3.82s/it]
 34%|███▍      | 15648/46302 [16:35:45<32:29:46,  3.82s/it]
 34%|███▍      | 15649/46302 [16:35:49<32:29:25,  3.82s/it]
 34%|███▍      | 15650/46302 [16:35:53<32:29:01,  3.82s/it]
 34%|███▍      | 15651/46302 [16:35:57<32:27:09,  3.81s/it]
 34%|███▍      | 15652/46302 [16:36:00<32:27:45,  3.81s/it]
 34%|███▍      | 15653/46302 [16:36:04<32:28:03,  3.81s/it]
 34%|███▍      | 15654/46302 [16:36:08<32:28:13,  3.81s/it]
 34%|███▍      | 15655/46302 [16:36:12<32:28:55,  3.82s/it]
 34%|███▍      | 15656/46302 [16:36:16<32:29:03,  3.82s/it]
 34%|███▍      | 15657/46302 [16:36:19<32:28:50,  3.82s/it]
 34%|███▍      | 15658/46302 [16:36:23<32:26:39,  3.81s/it]
 34%|███▍      | 15659/46302 [16:36:27<32:27:11,  3.81s/it]
 34%|███▍      | 15660/46302 [16:36:31<32:27:44,  3.81s/it]
 34%|███▍      | 15661/46302 [16:36:35<32:28:09,  3.81s/it]
 34%|███▍      | 15662/46302 [16:36:39<32:28:29,  3.82s/it]
 34%|███▍      | 15663/46302 [16:36:42<32:28:47,  3.82s/it]
 34%|███▍      | 15664/46302 [16:36:46<32:28:43,  3.82s/it]
 34%|███▍      | 15665/46302 [16:36:50<32:28:44,  3.82s/it]
 34%|███▍      | 15666/46302 [16:36:54<32:29:02,  3.82s/it]
 34%|███▍      | 15667/46302 [16:36:58<32:28:56,  3.82s/it]
 34%|███▍      | 15668/46302 [16:37:01<32:28:44,  3.82s/it]
 34%|███▍      | 15669/46302 [16:37:05<32:28:57,  3.82s/it]
 34%|███▍      | 15670/46302 [16:37:09<32:28:19,  3.82s/it]
 34%|███▍      | 15671/46302 [16:37:13<32:28:20,  3.82s/it]
 34%|███▍      | 15672/46302 [16:37:17<32:27:53,  3.82s/it]
 34%|███▍      | 15673/46302 [16:37:21<32:28:02,  3.82s/it]
 34%|███▍      | 15674/46302 [16:37:24<32:27:45,  3.82s/it]
 34%|███▍      | 15675/46302 [16:37:28<32:27:18,  3.81s/it]
 34%|███▍      | 15676/46302 [16:37:32<32:27:17,  3.81s/it]
 34%|███▍      | 15677/46302 [16:37:36<32:27:21,  3.82s/it]
 34%|███▍      | 15678/46302 [16:37:40<32:26:38,  3.81s/it]
 34%|███▍      | 15679/46302 [16:37:43<32:27:19,  3.82s/it]
 34%|███▍      | 15680/46302 [16:37:47<32:27:23,  3.82s/it]
 34%|███▍      | 15681/46302 [16:37:51<32:28:17,  3.82s/it]
 34%|███▍      | 15682/46302 [16:37:55<32:28:28,  3.82s/it]
 34%|███▍      | 15683/46302 [16:37:59<32:28:24,  3.82s/it]
 34%|███▍      | 15684/46302 [16:38:02<32:28:43,  3.82s/it]
 34%|███▍      | 15685/46302 [16:38:06<32:28:41,  3.82s/it]
 34%|███▍      | 15686/46302 [16:38:10<32:29:04,  3.82s/it]
 34%|███▍      | 15687/46302 [16:38:14<32:29:06,  3.82s/it]
 34%|███▍      | 15688/46302 [16:38:18<32:29:33,  3.82s/it]
 34%|███▍      | 15689/46302 [16:38:22<32:29:56,  3.82s/it]
 34%|███▍      | 15690/46302 [16:38:25<32:30:19,  3.82s/it]
 34%|███▍      | 15691/46302 [16:38:29<32:30:12,  3.82s/it]
 34%|███▍      | 15692/46302 [16:38:33<32:29:58,  3.82s/it]
 34%|███▍      | 15693/46302 [16:38:37<32:30:03,  3.82s/it]
 34%|███▍      | 15694/46302 [16:38:41<32:29:44,  3.82s/it]
 34%|███▍      | 15695/46302 [16:38:45<32:29:36,  3.82s/it]
 34%|███▍      | 15696/46302 [16:38:48<32:29:38,  3.82s/it]
 34%|███▍      | 15697/46302 [16:38:52<32:28:24,  3.82s/it]
 34%|███▍      | 15698/46302 [16:38:56<32:28:25,  3.82s/it]
 34%|███▍      | 15699/46302 [16:39:00<32:28:58,  3.82s/it]
 34%|███▍      | 15700/46302 [16:39:04<32:28:45,  3.82s/it]
 34%|███▍      | 15701/46302 [16:39:07<32:29:01,  3.82s/it]
 34%|███▍      | 15702/46302 [16:39:11<32:29:20,  3.82s/it]
 34%|███▍      | 15703/46302 [16:39:15<32:29:20,  3.82s/it]
 34%|███▍      | 15704/46302 [16:39:19<32:28:38,  3.82s/it]
 34%|███▍      | 15705/46302 [16:39:23<32:28:51,  3.82s/it]
 34%|███▍      | 15706/46302 [16:39:27<32:28:51,  3.82s/it]
 34%|███▍      | 15707/46302 [16:39:30<32:28:20,  3.82s/it]
 34%|███▍      | 15708/46302 [16:39:34<32:27:49,  3.82s/it]
 34%|███▍      | 15709/46302 [16:39:38<32:27:16,  3.82s/it]
 34%|███▍      | 15710/46302 [16:39:42<32:27:20,  3.82s/it]
 34%|███▍      | 15711/46302 [16:39:46<32:27:22,  3.82s/it]
 34%|███▍      | 15712/46302 [16:39:49<32:28:04,  3.82s/it]
 34%|███▍      | 15713/46302 [16:39:53<32:27:52,  3.82s/it]
 34%|███▍      | 15714/46302 [16:39:57<32:26:33,  3.82s/it]
 34%|███▍      | 15715/46302 [16:40:01<32:26:39,  3.82s/it]
 34%|███▍      | 15716/46302 [16:40:05<32:26:17,  3.82s/it]
 34%|███▍      | 15717/46302 [16:40:09<32:27:18,  3.82s/it]
 34%|███▍      | 15718/46302 [16:40:12<32:27:43,  3.82s/it]
 34%|███▍      | 15719/46302 [16:40:16<32:27:03,  3.82s/it]
 34%|███▍      | 15720/46302 [16:40:20<32:26:45,  3.82s/it]
 34%|███▍      | 15721/46302 [16:40:24<32:26:41,  3.82s/it]
 34%|███▍      | 15722/46302 [16:40:28<32:26:22,  3.82s/it]
 34%|███▍      | 15723/46302 [16:40:32<32:26:40,  3.82s/it]
 34%|███▍      | 15724/46302 [16:40:35<32:26:48,  3.82s/it]
 34%|███▍      | 15725/46302 [16:40:39<32:26:25,  3.82s/it]
 34%|███▍      | 15726/46302 [16:40:43<32:26:38,  3.82s/it]
 34%|███▍      | 15727/46302 [16:40:47<32:26:39,  3.82s/it]
 34%|███▍      | 15728/46302 [16:40:51<32:26:10,  3.82s/it]
 34%|███▍      | 15729/46302 [16:40:54<32:26:17,  3.82s/it]
 34%|███▍      | 15730/46302 [16:40:58<32:26:17,  3.82s/it]
 34%|███▍      | 15731/46302 [16:41:02<32:25:35,  3.82s/it]
 34%|███▍      | 15732/46302 [16:41:06<32:25:34,  3.82s/it]
 34%|███▍      | 15733/46302 [16:41:10<32:25:14,  3.82s/it]
 34%|███▍      | 15734/46302 [16:41:14<32:25:34,  3.82s/it]
 34%|███▍      | 15735/46302 [16:41:17<32:25:19,  3.82s/it]
 34%|███▍      | 15736/46302 [16:41:21<32:25:26,  3.82s/it]
 34%|███▍      | 15737/46302 [16:41:25<32:25:54,  3.82s/it]
 34%|███▍      | 15738/46302 [16:41:29<32:25:45,  3.82s/it]
 34%|███▍      | 15739/46302 [16:41:33<32:23:45,  3.82s/it]
 34%|███▍      | 15740/46302 [16:41:36<32:21:42,  3.81s/it]
 34%|███▍      | 15741/46302 [16:41:40<32:23:27,  3.82s/it]
 34%|███▍      | 15742/46302 [16:41:44<32:23:50,  3.82s/it]
 34%|███▍      | 15743/46302 [16:41:48<32:24:19,  3.82s/it]
 34%|███▍      | 15744/46302 [16:41:52<32:24:37,  3.82s/it]
 34%|███▍      | 15745/46302 [16:41:55<32:24:13,  3.82s/it]
 34%|███▍      | 15746/46302 [16:41:59<32:24:14,  3.82s/it]
 34%|███▍      | 15747/46302 [16:42:03<32:24:26,  3.82s/it]
 34%|███▍      | 15748/46302 [16:42:07<32:24:35,  3.82s/it]
 34%|███▍      | 15749/46302 [16:42:11<32:25:09,  3.82s/it]
 34%|███▍      | 15750/46302 [16:42:15<32:25:27,  3.82s/it]
 34%|███▍      | 15751/46302 [16:42:18<32:25:21,  3.82s/it]
 34%|███▍      | 15752/46302 [16:42:22<32:24:24,  3.82s/it]
 34%|███▍      | 15753/46302 [16:42:26<32:23:55,  3.82s/it]
 34%|███▍      | 15754/46302 [16:42:30<32:23:43,  3.82s/it]
 34%|███▍      | 15755/46302 [16:42:34<32:23:59,  3.82s/it]
 34%|███▍      | 15756/46302 [16:42:38<32:24:04,  3.82s/it]
 34%|███▍      | 15757/46302 [16:42:41<32:24:12,  3.82s/it]
 34%|███▍      | 15758/46302 [16:42:45<32:23:20,  3.82s/it]
 34%|███▍      | 15759/46302 [16:42:49<32:23:08,  3.82s/it]
 34%|███▍      | 15760/46302 [16:42:53<32:22:56,  3.82s/it]
 34%|███▍      | 15761/46302 [16:42:57<32:22:51,  3.82s/it]
 34%|███▍      | 15762/46302 [16:43:00<32:23:01,  3.82s/it]
 34%|███▍      | 15763/46302 [16:43:04<32:21:24,  3.81s/it]
 34%|███▍      | 15764/46302 [16:43:08<32:21:59,  3.82s/it]
 34%|███▍      | 15765/46302 [16:43:12<32:22:56,  3.82s/it]
 34%|███▍      | 15766/46302 [16:43:16<32:23:36,  3.82s/it]
 34%|███▍      | 15767/46302 [16:43:19<32:23:20,  3.82s/it]
 34%|███▍      | 15768/46302 [16:43:23<32:23:32,  3.82s/it]
 34%|███▍      | 15769/46302 [16:43:27<32:23:30,  3.82s/it]
 34%|███▍      | 15770/46302 [16:43:31<32:22:56,  3.82s/it]
 34%|███▍      | 15771/46302 [16:43:35<32:23:28,  3.82s/it]
 34%|███▍      | 15772/46302 [16:43:39<32:23:20,  3.82s/it]
 34%|███▍      | 15773/46302 [16:43:42<32:23:22,  3.82s/it]
 34%|███▍      | 15774/46302 [16:43:46<32:23:24,  3.82s/it]
 34%|███▍      | 15775/46302 [16:43:50<32:23:19,  3.82s/it]
 34%|███▍      | 15776/46302 [16:43:54<32:23:06,  3.82s/it]
 34%|███▍      | 15777/46302 [16:43:58<32:22:39,  3.82s/it]
 34%|███▍      | 15778/46302 [16:44:02<32:22:34,  3.82s/it]
 34%|███▍      | 15779/46302 [16:44:05<32:22:51,  3.82s/it]
 34%|███▍      | 15780/46302 [16:44:09<32:23:03,  3.82s/it]
 34%|███▍      | 15781/46302 [16:44:13<32:23:31,  3.82s/it]
 34%|███▍      | 15782/46302 [16:44:17<32:22:40,  3.82s/it]
 34%|███▍      | 15783/46302 [16:44:21<32:23:00,  3.82s/it]
 34%|███▍      | 15784/46302 [16:44:24<32:22:42,  3.82s/it]
 34%|███▍      | 15785/46302 [16:44:28<32:22:33,  3.82s/it]
 34%|███▍      | 15786/46302 [16:44:32<32:22:25,  3.82s/it]
 34%|███▍      | 15787/46302 [16:44:36<32:22:15,  3.82s/it]
 34%|███▍      | 15788/46302 [16:44:40<32:21:46,  3.82s/it]
 34%|███▍      | 15789/46302 [16:44:44<32:22:57,  3.82s/it]
 34%|███▍      | 15790/46302 [16:44:47<32:22:47,  3.82s/it]
 34%|███▍      | 15791/46302 [16:44:51<32:22:16,  3.82s/it]
 34%|███▍      | 15792/46302 [16:44:55<32:22:09,  3.82s/it]
 34%|███▍      | 15793/46302 [16:44:59<32:22:24,  3.82s/it]
 34%|███▍      | 15794/46302 [16:45:03<32:22:15,  3.82s/it]
 34%|███▍      | 15795/46302 [16:45:06<32:22:01,  3.82s/it]
 34%|███▍      | 15796/46302 [16:45:10<32:21:21,  3.82s/it]
 34%|███▍      | 15797/46302 [16:45:14<32:21:10,  3.82s/it]
 34%|███▍      | 15798/46302 [16:45:18<32:20:40,  3.82s/it]
 34%|███▍      | 15799/46302 [16:45:22<32:20:37,  3.82s/it]
 34%|███▍      | 15800/46302 [16:45:26<32:21:17,  3.82s/it]
 34%|███▍      | 15801/46302 [16:45:29<32:20:40,  3.82s/it]
 34%|███▍      | 15802/46302 [16:45:33<32:17:54,  3.81s/it]
 34%|███▍      | 15803/46302 [16:45:37<32:13:06,  3.80s/it]
 34%|███▍      | 15804/46302 [16:45:41<32:09:35,  3.80s/it]
 34%|███▍      | 15805/46302 [16:45:44<32:08:37,  3.79s/it]
 34%|███▍      | 15806/46302 [16:45:48<32:09:47,  3.80s/it]
 34%|███▍      | 15807/46302 [16:45:52<32:09:34,  3.80s/it]
 34%|███▍      | 15808/46302 [16:45:56<32:09:26,  3.80s/it]
 34%|███▍      | 15809/46302 [16:46:00<32:08:03,  3.79s/it]
 34%|███▍      | 15810/46302 [16:46:03<32:07:40,  3.79s/it]
 34%|███▍      | 15811/46302 [16:46:07<32:07:14,  3.79s/it]
 34%|███▍      | 15812/46302 [16:46:11<32:06:48,  3.79s/it]
 34%|███▍      | 15813/46302 [16:46:15<32:10:04,  3.80s/it]
 34%|███▍      | 15814/46302 [16:46:19<32:13:55,  3.81s/it]
 34%|███▍      | 15815/46302 [16:46:23<32:16:21,  3.81s/it]
 34%|███▍      | 15816/46302 [16:46:26<32:17:27,  3.81s/it]
 34%|███▍      | 15817/46302 [16:46:30<32:18:40,  3.82s/it]
 34%|███▍      | 15818/46302 [16:46:34<32:18:04,  3.81s/it]
 34%|███▍      | 15819/46302 [16:46:38<32:19:27,  3.82s/it]
 34%|███▍      | 15820/46302 [16:46:42<32:17:58,  3.81s/it]
 34%|███▍      | 15821/46302 [16:46:45<32:18:36,  3.82s/it]
 34%|███▍      | 15822/46302 [16:46:49<32:19:03,  3.82s/it]
 34%|███▍      | 15823/46302 [16:46:53<32:19:31,  3.82s/it]
 34%|███▍      | 15824/46302 [16:46:57<32:19:38,  3.82s/it]
 34%|███▍      | 15825/46302 [16:47:01<32:19:22,  3.82s/it]
 34%|███▍      | 15826/46302 [16:47:05<32:19:21,  3.82s/it]
 34%|███▍      | 15827/46302 [16:47:08<32:19:35,  3.82s/it]
 34%|███▍      | 15828/46302 [16:47:12<32:19:27,  3.82s/it]
 34%|███▍      | 15829/46302 [16:47:16<32:19:39,  3.82s/it]
 34%|███▍      | 15830/46302 [16:47:20<32:19:22,  3.82s/it]
 34%|███▍      | 15831/46302 [16:47:24<32:18:45,  3.82s/it]
 34%|███▍      | 15832/46302 [16:47:27<32:18:29,  3.82s/it]
 34%|███▍      | 15833/46302 [16:47:31<32:18:45,  3.82s/it]
 34%|███▍      | 15834/46302 [16:47:35<32:17:50,  3.82s/it]
 34%|███▍      | 15835/46302 [16:47:39<32:17:26,  3.82s/it]
 34%|███▍      | 15836/46302 [16:47:43<32:17:09,  3.82s/it]
 34%|███▍      | 15837/46302 [16:47:46<32:17:00,  3.81s/it]
 34%|███▍      | 15838/46302 [16:47:50<32:17:10,  3.82s/it]
 34%|███▍      | 15839/46302 [16:47:54<32:17:54,  3.82s/it]
 34%|███▍      | 15840/46302 [16:47:58<32:18:03,  3.82s/it]
 34%|███▍      | 15841/46302 [16:48:02<32:17:37,  3.82s/it]
 34%|███▍      | 15842/46302 [16:48:06<32:17:19,  3.82s/it]
 34%|███▍      | 15843/46302 [16:48:09<32:17:28,  3.82s/it]
 34%|███▍      | 15844/46302 [16:48:13<32:17:58,  3.82s/it]
 34%|███▍      | 15845/46302 [16:48:17<32:16:59,  3.82s/it]
 34%|███▍      | 15846/46302 [16:48:21<32:18:13,  3.82s/it]
 34%|███▍      | 15847/46302 [16:48:25<32:17:50,  3.82s/it]
 34%|███▍      | 15848/46302 [16:48:28<32:18:11,  3.82s/it]
 34%|███▍      | 15849/46302 [16:48:32<32:17:57,  3.82s/it]
 34%|███▍      | 15850/46302 [16:48:36<32:17:02,  3.82s/it]
 34%|███▍      | 15851/46302 [16:48:40<32:17:49,  3.82s/it]
 34%|███▍      | 15852/46302 [16:48:44<32:17:53,  3.82s/it]
 34%|███▍      | 15853/46302 [16:48:48<32:17:55,  3.82s/it]
 34%|███▍      | 15854/46302 [16:48:51<32:17:46,  3.82s/it]
 34%|███▍      | 15855/46302 [16:48:55<32:17:58,  3.82s/it]
 34%|███▍      | 15856/46302 [16:48:59<32:17:47,  3.82s/it]
 34%|███▍      | 15857/46302 [16:49:03<32:17:34,  3.82s/it]
 34%|███▍      | 15858/46302 [16:49:07<32:17:12,  3.82s/it]
 34%|███▍      | 15859/46302 [16:49:10<32:16:53,  3.82s/it]
 34%|███▍      | 15860/46302 [16:49:14<32:16:40,  3.82s/it]
 34%|███▍      | 15861/46302 [16:49:18<32:17:21,  3.82s/it]
 34%|███▍      | 15862/46302 [16:49:22<32:17:05,  3.82s/it]
 34%|███▍      | 15863/46302 [16:49:26<32:17:05,  3.82s/it]
 34%|███▍      | 15864/46302 [16:49:30<32:16:30,  3.82s/it]
 34%|███▍      | 15865/46302 [16:49:33<32:16:53,  3.82s/it]
 34%|███▍      | 15866/46302 [16:49:37<32:16:35,  3.82s/it]
 34%|███▍      | 15867/46302 [16:49:41<32:17:00,  3.82s/it]
 34%|███▍      | 15868/46302 [16:49:45<32:17:21,  3.82s/it]
 34%|███▍      | 15869/46302 [16:49:49<32:17:12,  3.82s/it]
 34%|███▍      | 15870/46302 [16:49:52<32:17:01,  3.82s/it]
 34%|███▍      | 15871/46302 [16:49:56<32:17:23,  3.82s/it]
 34%|███▍      | 15872/46302 [16:50:00<32:17:58,  3.82s/it]
 34%|███▍      | 15873/46302 [16:50:04<32:16:16,  3.82s/it]
 34%|███▍      | 15874/46302 [16:50:08<32:16:49,  3.82s/it]
 34%|███▍      | 15875/46302 [16:50:12<32:17:52,  3.82s/it]
 34%|███▍      | 15876/46302 [16:50:15<32:17:16,  3.82s/it]
 34%|███▍      | 15877/46302 [16:50:19<32:17:01,  3.82s/it]
 34%|███▍      | 15878/46302 [16:50:23<32:16:52,  3.82s/it]
 34%|███▍      | 15879/46302 [16:50:27<32:16:39,  3.82s/it]
 34%|███▍      | 15880/46302 [16:50:31<32:17:00,  3.82s/it]
 34%|███▍      | 15881/46302 [16:50:35<32:16:30,  3.82s/it]
 34%|███▍      | 15882/46302 [16:50:38<32:12:08,  3.81s/it]
 34%|███▍      | 15883/46302 [16:50:42<32:09:39,  3.81s/it]
 34%|███▍      | 15884/46302 [16:50:46<32:08:15,  3.80s/it]
 34%|███▍      | 15885/46302 [16:50:50<32:05:02,  3.80s/it]
 34%|███▍      | 15886/46302 [16:50:53<32:03:56,  3.80s/it]
 34%|███▍      | 15887/46302 [16:50:57<32:03:29,  3.79s/it]
 34%|███▍      | 15888/46302 [16:51:01<32:04:41,  3.80s/it]
 34%|███▍      | 15889/46302 [16:51:05<32:03:18,  3.79s/it]
 34%|███▍      | 15890/46302 [16:51:09<32:05:26,  3.80s/it]
 34%|███▍      | 15891/46302 [16:51:12<32:04:23,  3.80s/it]
 34%|███▍      | 15892/46302 [16:51:16<32:02:46,  3.79s/it]
 34%|███▍      | 15893/46302 [16:51:20<32:06:20,  3.80s/it]
 34%|███▍      | 15894/46302 [16:51:24<32:05:28,  3.80s/it]
 34%|███▍      | 15895/46302 [16:51:28<32:06:03,  3.80s/it]
 34%|███▍      | 15896/46302 [16:51:31<32:03:12,  3.80s/it]
 34%|███▍      | 15897/46302 [16:51:35<32:06:14,  3.80s/it]
 34%|███▍      | 15898/46302 [16:51:39<32:06:11,  3.80s/it]
 34%|███▍      | 15899/46302 [16:51:43<32:04:35,  3.80s/it]
 34%|███▍      | 15900/46302 [16:51:47<32:05:06,  3.80s/it]
 34%|███▍      | 15901/46302 [16:51:50<32:03:17,  3.80s/it]
 34%|███▍      | 15902/46302 [16:51:54<32:03:15,  3.80s/it]
 34%|███▍      | 15903/46302 [16:51:58<32:02:30,  3.79s/it]
 34%|███▍      | 15904/46302 [16:52:02<32:01:55,  3.79s/it]
 34%|███▍      | 15905/46302 [16:52:06<32:00:27,  3.79s/it]
 34%|███▍      | 15906/46302 [16:52:09<31:59:20,  3.79s/it]
 34%|███▍      | 15907/46302 [16:52:13<31:59:43,  3.79s/it]
 34%|███▍      | 15908/46302 [16:52:17<31:58:24,  3.79s/it]
 34%|███▍      | 15909/46302 [16:52:21<31:57:49,  3.79s/it]
 34%|███▍      | 15910/46302 [16:52:25<31:59:12,  3.79s/it]
 34%|███▍      | 15911/46302 [16:52:28<32:01:31,  3.79s/it]
 34%|███▍      | 15912/46302 [16:52:32<31:59:48,  3.79s/it]
 34%|███▍      | 15913/46302 [16:52:36<31:59:55,  3.79s/it]
 34%|███▍      | 15914/46302 [16:52:40<31:59:03,  3.79s/it]
 34%|███▍      | 15915/46302 [16:52:43<31:59:12,  3.79s/it]
 34%|███▍      | 15916/46302 [16:52:47<31:58:18,  3.79s/it]
 34%|███▍      | 15917/46302 [16:52:51<31:58:31,  3.79s/it]
 34%|███▍      | 15918/46302 [16:52:55<31:59:05,  3.79s/it]
 34%|███▍      | 15919/46302 [16:52:59<31:58:28,  3.79s/it]
 34%|███▍      | 15920/46302 [16:53:02<32:01:30,  3.79s/it]
 34%|███▍      | 15921/46302 [16:53:06<31:59:44,  3.79s/it]
 34%|███▍      | 15922/46302 [16:53:10<31:59:39,  3.79s/it]
 34%|███▍      | 15923/46302 [16:53:14<31:58:44,  3.79s/it]
 34%|███▍      | 15924/46302 [16:53:18<31:59:51,  3.79s/it]
 34%|███▍      | 15925/46302 [16:53:21<32:02:00,  3.80s/it]
 34%|███▍      | 15926/46302 [16:53:25<32:00:13,  3.79s/it]
 34%|███▍      | 15927/46302 [16:53:29<32:00:23,  3.79s/it]
 34%|███▍      | 15928/46302 [16:53:33<32:03:42,  3.80s/it]
 34%|███▍      | 15929/46302 [16:53:37<32:03:40,  3.80s/it]
 34%|███▍      | 15930/46302 [16:53:40<32:04:40,  3.80s/it]
 34%|███▍      | 15931/46302 [16:53:44<32:04:07,  3.80s/it]
 34%|███▍      | 15932/46302 [16:53:48<32:02:33,  3.80s/it]
 34%|███▍      | 15933/46302 [16:53:52<32:00:25,  3.79s/it]
 34%|███▍      | 15934/46302 [16:53:56<32:00:38,  3.79s/it]
 34%|███▍      | 15935/46302 [16:53:59<32:00:35,  3.79s/it]
 34%|███▍      | 15936/46302 [16:54:03<31:59:11,  3.79s/it]
 34%|███▍      | 15937/46302 [16:54:07<31:58:33,  3.79s/it]
 34%|███▍      | 15938/46302 [16:54:11<31:58:23,  3.79s/it]
 34%|███▍      | 15939/46302 [16:54:15<31:58:18,  3.79s/it]
 34%|███▍      | 15940/46302 [16:54:18<31:57:11,  3.79s/it]
 34%|███▍      | 15941/46302 [16:54:22<31:57:35,  3.79s/it]
 34%|███▍      | 15942/46302 [16:54:26<31:56:44,  3.79s/it]
 34%|███▍      | 15943/46302 [16:54:30<31:56:52,  3.79s/it]
 34%|███▍      | 15944/46302 [16:54:33<31:56:53,  3.79s/it]
 34%|███▍      | 15945/46302 [16:54:37<31:56:11,  3.79s/it]
 34%|███▍      | 15946/46302 [16:54:41<31:56:11,  3.79s/it]
 34%|███▍      | 15947/46302 [16:54:45<31:57:45,  3.79s/it]
 34%|███▍      | 15948/46302 [16:54:49<31:56:36,  3.79s/it]
 34%|███▍      | 15949/46302 [16:54:52<31:57:07,  3.79s/it]
 34%|███▍      | 15950/46302 [16:54:56<31:56:59,  3.79s/it]
 34%|███▍      | 15951/46302 [16:55:00<31:58:11,  3.79s/it]
 34%|███▍      | 15952/46302 [16:55:04<31:59:10,  3.79s/it]
 34%|███▍      | 15953/46302 [16:55:08<32:01:23,  3.80s/it]
 34%|███▍      | 15954/46302 [16:55:11<31:59:41,  3.80s/it]
 34%|███▍      | 15955/46302 [16:55:15<31:57:31,  3.79s/it]
 34%|███▍      | 15956/46302 [16:55:19<31:56:25,  3.79s/it]
 34%|███▍      | 15957/46302 [16:55:23<31:56:39,  3.79s/it]
 34%|███▍      | 15958/46302 [16:55:27<31:57:10,  3.79s/it]
 34%|███▍      | 15959/46302 [16:55:30<31:57:23,  3.79s/it]
 34%|███▍      | 15960/46302 [16:55:34<31:55:33,  3.79s/it]
 34%|███▍      | 15961/46302 [16:55:38<31:56:38,  3.79s/it]
 34%|███▍      | 15962/46302 [16:55:42<31:57:55,  3.79s/it]
 34%|███▍      | 15963/46302 [16:55:46<32:00:11,  3.80s/it]
 34%|███▍      | 15964/46302 [16:55:49<32:01:12,  3.80s/it]
 34%|███▍      | 15965/46302 [16:55:53<32:00:13,  3.80s/it]
 34%|███▍      | 15966/46302 [16:55:57<31:58:20,  3.79s/it]
 34%|███▍      | 15967/46302 [16:56:01<32:00:46,  3.80s/it]
 34%|███▍      | 15968/46302 [16:56:05<32:00:42,  3.80s/it]
 34%|███▍      | 15969/46302 [16:56:08<31:58:39,  3.80s/it]
 34%|███▍      | 15970/46302 [16:56:12<31:58:21,  3.79s/it]
 34%|███▍      | 15971/46302 [16:56:16<32:00:07,  3.80s/it]
 34%|███▍      | 15972/46302 [16:56:20<31:59:04,  3.80s/it]
 34%|███▍      | 15973/46302 [16:56:23<31:58:29,  3.80s/it]
 34%|███▍      | 15974/46302 [16:56:27<31:58:33,  3.80s/it]
 35%|███▍      | 15975/46302 [16:56:31<31:56:45,  3.79s/it]
 35%|███▍      | 15976/46302 [16:56:35<31:56:37,  3.79s/it]
 35%|███▍      | 15977/46302 [16:56:39<31:58:47,  3.80s/it]
 35%|███▍      | 15978/46302 [16:56:42<31:57:17,  3.79s/it]
 35%|███▍      | 15979/46302 [16:56:46<31:57:38,  3.79s/it]
 35%|███▍      | 15980/46302 [16:56:50<31:57:43,  3.79s/it]
 35%|███▍      | 15981/46302 [16:56:54<31:56:41,  3.79s/it]
 35%|███▍      | 15982/46302 [16:56:58<31:57:39,  3.79s/it]
 35%|███▍      | 15983/46302 [16:57:01<32:02:06,  3.80s/it]
 35%|███▍      | 15984/46302 [16:57:05<32:04:39,  3.81s/it]
 35%|███▍      | 15985/46302 [16:57:09<32:05:36,  3.81s/it]
 35%|███▍      | 15986/46302 [16:57:13<32:06:01,  3.81s/it]
 35%|███▍      | 15987/46302 [16:57:17<32:07:07,  3.81s/it]
 35%|███▍      | 15988/46302 [16:57:21<32:07:48,  3.82s/it]
 35%|███▍      | 15989/46302 [16:57:24<32:08:30,  3.82s/it]
 35%|███▍      | 15990/46302 [16:57:28<32:08:18,  3.82s/it]
 35%|███▍      | 15991/46302 [16:57:32<32:08:37,  3.82s/it]
 35%|███▍      | 15992/46302 [16:57:36<32:08:36,  3.82s/it]
 35%|███▍      | 15993/46302 [16:57:40<32:08:00,  3.82s/it]
 35%|███▍      | 15994/46302 [16:57:43<32:07:53,  3.82s/it]
 35%|███▍      | 15995/46302 [16:57:47<32:07:47,  3.82s/it]
 35%|███▍      | 15996/46302 [16:57:51<32:08:35,  3.82s/it]
 35%|███▍      | 15997/46302 [16:57:55<32:08:51,  3.82s/it]
 35%|███▍      | 15998/46302 [16:57:59<32:09:08,  3.82s/it]
 35%|███▍      | 15999/46302 [16:58:03<32:06:34,  3.81s/it]
 35%|███▍      | 16000/46302 [16:58:06<32:06:59,  3.82s/it]
                                                           
{'loss': 3.3211, 'learning_rate': 0.0033444439539093195, 'epoch': 0.35}

 35%|███▍      | 16000/46302 [16:58:06<32:06:59,  3.82s/it]
 35%|███▍      | 16001/46302 [16:58:10<32:08:38,  3.82s/it]
 35%|███▍      | 16002/46302 [16:58:14<32:08:27,  3.82s/it]
 35%|███▍      | 16003/46302 [16:58:18<32:08:43,  3.82s/it]
 35%|███▍      | 16004/46302 [16:58:22<32:08:56,  3.82s/it]
 35%|███▍      | 16005/46302 [16:58:25<32:09:15,  3.82s/it]
 35%|███▍      | 16006/46302 [16:58:29<32:08:49,  3.82s/it]
 35%|███▍      | 16007/46302 [16:58:33<32:08:28,  3.82s/it]
 35%|███▍      | 16008/46302 [16:58:37<32:08:07,  3.82s/it]
 35%|███▍      | 16009/46302 [16:58:41<32:08:01,  3.82s/it]
 35%|███▍      | 16010/46302 [16:58:45<32:08:11,  3.82s/it]
 35%|███▍      | 16011/46302 [16:58:48<32:08:18,  3.82s/it]
 35%|███▍      | 16012/46302 [16:58:52<32:08:04,  3.82s/it]
 35%|███▍      | 16013/46302 [16:58:56<32:08:21,  3.82s/it]
 35%|███▍      | 16014/46302 [16:59:00<32:07:57,  3.82s/it]
 35%|███▍      | 16015/46302 [16:59:04<32:08:15,  3.82s/it]
 35%|███▍      | 16016/46302 [16:59:07<32:07:45,  3.82s/it]
 35%|███▍      | 16017/46302 [16:59:11<32:07:56,  3.82s/it]
 35%|███▍      | 16018/46302 [16:59:15<32:07:59,  3.82s/it]
 35%|███▍      | 16019/46302 [16:59:19<32:08:05,  3.82s/it]
 35%|███▍      | 16020/46302 [16:59:23<32:07:19,  3.82s/it]
 35%|███▍      | 16021/46302 [16:59:27<32:07:25,  3.82s/it]
 35%|███▍      | 16022/46302 [16:59:30<32:07:46,  3.82s/it]
 35%|███▍      | 16023/46302 [16:59:34<32:07:38,  3.82s/it]
 35%|███▍      | 16024/46302 [16:59:38<32:05:34,  3.82s/it]
 35%|███▍      | 16025/46302 [16:59:42<32:06:08,  3.82s/it]
 35%|███▍      | 16026/46302 [16:59:46<32:06:39,  3.82s/it]
 35%|███▍      | 16027/46302 [16:59:49<32:07:18,  3.82s/it]
 35%|███▍      | 16028/46302 [16:59:53<32:06:40,  3.82s/it]
 35%|███▍      | 16029/46302 [16:59:57<32:04:48,  3.81s/it]
 35%|███▍      | 16030/46302 [17:00:01<32:05:19,  3.82s/it]
 35%|███▍      | 16031/46302 [17:00:05<32:05:19,  3.82s/it]
 35%|███▍      | 16032/46302 [17:00:09<32:06:02,  3.82s/it]
 35%|███▍      | 16033/46302 [17:00:12<32:06:19,  3.82s/it]
 35%|███▍      | 16034/46302 [17:00:16<32:06:23,  3.82s/it]
 35%|███▍      | 16035/46302 [17:00:20<32:05:56,  3.82s/it]
 35%|███▍      | 16036/46302 [17:00:24<32:05:44,  3.82s/it]
 35%|███▍      | 16037/46302 [17:00:28<32:05:45,  3.82s/it]
 35%|███▍      | 16038/46302 [17:00:31<32:05:34,  3.82s/it]
 35%|███▍      | 16039/46302 [17:00:35<32:05:29,  3.82s/it]
 35%|███▍      | 16040/46302 [17:00:39<32:06:06,  3.82s/it]
 35%|███▍      | 16041/46302 [17:00:43<32:06:11,  3.82s/it]
 35%|███▍      | 16042/46302 [17:00:47<32:06:24,  3.82s/it]
 35%|███▍      | 16043/46302 [17:00:51<32:06:03,  3.82s/it]
 35%|███▍      | 16044/46302 [17:00:54<32:06:14,  3.82s/it]
 35%|███▍      | 16045/46302 [17:00:58<32:06:29,  3.82s/it]
 35%|███▍      | 16046/46302 [17:01:02<32:05:58,  3.82s/it]
 35%|███▍      | 16047/46302 [17:01:06<32:05:56,  3.82s/it]
 35%|███▍      | 16048/46302 [17:01:10<32:06:52,  3.82s/it]
 35%|███▍      | 16049/46302 [17:01:13<32:06:26,  3.82s/it]
 35%|███▍      | 16050/46302 [17:01:17<32:06:30,  3.82s/it]
 35%|███▍      | 16051/46302 [17:01:21<32:06:15,  3.82s/it]
 35%|███▍      | 16052/46302 [17:01:25<32:06:06,  3.82s/it]
 35%|███▍      | 16053/46302 [17:01:29<32:05:21,  3.82s/it]
 35%|███▍      | 16054/46302 [17:01:33<32:05:09,  3.82s/it]
 35%|███▍      | 16055/46302 [17:01:36<32:05:21,  3.82s/it]
 35%|███▍      | 16056/46302 [17:01:40<32:05:00,  3.82s/it]
 35%|███▍      | 16057/46302 [17:01:44<32:04:53,  3.82s/it]
 35%|███▍      | 16058/46302 [17:01:48<32:04:57,  3.82s/it]
 35%|███▍      | 16059/46302 [17:01:52<32:04:39,  3.82s/it]
 35%|███▍      | 16060/46302 [17:01:56<32:04:14,  3.82s/it]
 35%|███▍      | 16061/46302 [17:01:59<32:04:22,  3.82s/it]
 35%|███▍      | 16062/46302 [17:02:03<32:04:50,  3.82s/it]
 35%|███▍      | 16063/46302 [17:02:07<32:05:20,  3.82s/it]
 35%|███▍      | 16064/46302 [17:02:11<32:04:52,  3.82s/it]
 35%|███▍      | 16065/46302 [17:02:15<32:04:52,  3.82s/it]
 35%|███▍      | 16066/46302 [17:02:18<32:04:32,  3.82s/it]
 35%|███▍      | 16067/46302 [17:02:22<32:03:24,  3.82s/it]
 35%|███▍      | 16068/46302 [17:02:26<32:03:49,  3.82s/it]
 35%|███▍      | 16069/46302 [17:02:30<32:04:00,  3.82s/it]
 35%|███▍      | 16070/46302 [17:02:34<32:04:10,  3.82s/it]
 35%|███▍      | 16071/46302 [17:02:38<32:03:49,  3.82s/it]
 35%|███▍      | 16072/46302 [17:02:41<32:03:53,  3.82s/it]
 35%|███▍      | 16073/46302 [17:02:45<32:03:16,  3.82s/it]
 35%|███▍      | 16074/46302 [17:02:49<32:02:44,  3.82s/it]
 35%|███▍      | 16075/46302 [17:02:53<32:02:46,  3.82s/it]
 35%|███▍      | 16076/46302 [17:02:57<32:03:19,  3.82s/it]
 35%|███▍      | 16077/46302 [17:03:00<32:03:19,  3.82s/it]
 35%|███▍      | 16078/46302 [17:03:04<32:02:51,  3.82s/it]
 35%|███▍      | 16079/46302 [17:03:08<32:02:30,  3.82s/it]
 35%|███▍      | 16080/46302 [17:03:12<32:03:01,  3.82s/it]
 35%|███▍      | 16081/46302 [17:03:16<32:03:31,  3.82s/it]
 35%|███▍      | 16082/46302 [17:03:19<32:02:12,  3.82s/it]
 35%|███▍      | 16083/46302 [17:03:23<32:02:52,  3.82s/it]
 35%|███▍      | 16084/46302 [17:03:27<32:03:11,  3.82s/it]
 35%|███▍      | 16085/46302 [17:03:31<32:02:48,  3.82s/it]
 35%|███▍      | 16086/46302 [17:03:35<32:02:24,  3.82s/it]
 35%|███▍      | 16087/46302 [17:03:39<32:02:16,  3.82s/it]
 35%|███▍      | 16088/46302 [17:03:42<32:02:17,  3.82s/it]
 35%|███▍      | 16089/46302 [17:03:46<32:02:43,  3.82s/it]
 35%|███▍      | 16090/46302 [17:03:50<32:02:06,  3.82s/it]
 35%|███▍      | 16091/46302 [17:03:54<32:01:39,  3.82s/it]
 35%|███▍      | 16092/46302 [17:03:58<32:01:43,  3.82s/it]
 35%|███▍      | 16093/46302 [17:04:01<32:01:13,  3.82s/it]
 35%|███▍      | 16094/46302 [17:04:05<32:01:26,  3.82s/it]
 35%|███▍      | 16095/46302 [17:04:09<32:01:06,  3.82s/it]
 35%|███▍      | 16096/46302 [17:04:13<32:00:51,  3.82s/it]
 35%|███▍      | 16097/46302 [17:04:17<32:00:33,  3.82s/it]
 35%|███▍      | 16098/46302 [17:04:21<31:59:57,  3.81s/it]
 35%|███▍      | 16099/46302 [17:04:24<31:59:39,  3.81s/it]
 35%|███▍      | 16100/46302 [17:04:28<32:00:04,  3.81s/it]
 35%|███▍      | 16101/46302 [17:04:32<31:59:55,  3.81s/it]
 35%|███▍      | 16102/46302 [17:04:36<31:59:54,  3.81s/it]
 35%|███▍      | 16103/46302 [17:04:40<31:59:48,  3.81s/it]
 35%|███▍      | 16104/46302 [17:04:43<31:59:47,  3.81s/it]
 35%|███▍      | 16105/46302 [17:04:47<31:59:49,  3.81s/it]
 35%|███▍      | 16106/46302 [17:04:51<31:59:16,  3.81s/it]
 35%|███▍      | 16107/46302 [17:04:55<31:59:50,  3.81s/it]
 35%|███▍      | 16108/46302 [17:04:59<31:59:22,  3.81s/it]
 35%|███▍      | 16109/46302 [17:05:03<31:59:41,  3.81s/it]
 35%|███▍      | 16110/46302 [17:05:06<31:59:47,  3.82s/it]
 35%|███▍      | 16111/46302 [17:05:10<31:59:38,  3.81s/it]
 35%|███▍      | 16112/46302 [17:05:14<31:59:42,  3.82s/it]
 35%|███▍      | 16113/46302 [17:05:18<31:59:44,  3.82s/it]
 35%|███▍      | 16114/46302 [17:05:22<32:00:13,  3.82s/it]
 35%|███▍      | 16115/46302 [17:05:25<32:00:34,  3.82s/it]
 35%|███▍      | 16116/46302 [17:05:29<32:00:20,  3.82s/it]
 35%|███▍      | 16117/46302 [17:05:33<32:00:52,  3.82s/it]
 35%|███▍      | 16118/46302 [17:05:37<32:01:11,  3.82s/it]
 35%|███▍      | 16119/46302 [17:05:41<32:00:54,  3.82s/it]
 35%|███▍      | 16120/46302 [17:05:45<32:01:13,  3.82s/it]
 35%|███▍      | 16121/46302 [17:05:48<32:01:38,  3.82s/it]
 35%|███▍      | 16122/46302 [17:05:52<32:01:00,  3.82s/it]
 35%|███▍      | 16123/46302 [17:05:56<32:00:49,  3.82s/it]
 35%|███▍      | 16124/46302 [17:06:00<32:00:53,  3.82s/it]
 35%|███▍      | 16125/46302 [17:06:04<31:59:22,  3.82s/it]
 35%|███▍      | 16126/46302 [17:06:07<31:59:50,  3.82s/it]
 35%|███▍      | 16127/46302 [17:06:11<31:59:57,  3.82s/it]
 35%|███▍      | 16128/46302 [17:06:15<31:59:36,  3.82s/it]
 35%|███▍      | 16129/46302 [17:06:19<32:00:19,  3.82s/it]
 35%|███▍      | 16130/46302 [17:06:23<32:00:43,  3.82s/it]
 35%|███▍      | 16131/46302 [17:06:27<32:00:49,  3.82s/it]
 35%|███▍      | 16132/46302 [17:06:30<32:01:24,  3.82s/it]
 35%|███▍      | 16133/46302 [17:06:34<32:01:14,  3.82s/it]
 35%|███▍      | 16134/46302 [17:06:38<32:00:57,  3.82s/it]
 35%|███▍      | 16135/46302 [17:06:42<32:01:03,  3.82s/it]
 35%|███▍      | 16136/46302 [17:06:46<32:01:37,  3.82s/it]
 35%|███▍      | 16137/46302 [17:06:49<32:00:52,  3.82s/it]
 35%|███▍      | 16138/46302 [17:06:53<32:02:17,  3.82s/it]
 35%|███▍      | 16139/46302 [17:06:57<32:01:04,  3.82s/it]
 35%|███▍      | 16140/46302 [17:07:01<32:00:48,  3.82s/it]
 35%|███▍      | 16141/46302 [17:07:05<32:00:52,  3.82s/it]
 35%|███▍      | 16142/46302 [17:07:09<32:00:37,  3.82s/it]
 35%|███▍      | 16143/46302 [17:07:12<32:00:43,  3.82s/it]
 35%|███▍      | 16144/46302 [17:07:16<32:02:27,  3.82s/it]
 35%|███▍      | 16145/46302 [17:07:20<32:01:56,  3.82s/it]
 35%|███▍      | 16146/46302 [17:07:24<32:01:54,  3.82s/it]
 35%|███▍      | 16147/46302 [17:07:28<32:01:16,  3.82s/it]
 35%|███▍      | 16148/46302 [17:07:31<32:01:00,  3.82s/it]
 35%|███▍      | 16149/46302 [17:07:35<32:01:15,  3.82s/it]
 35%|███▍      | 16150/46302 [17:07:39<32:01:49,  3.82s/it]
 35%|███▍      | 16151/46302 [17:07:43<32:01:44,  3.82s/it]
 35%|███▍      | 16152/46302 [17:07:47<32:00:47,  3.82s/it]
 35%|███▍      | 16153/46302 [17:07:51<32:00:41,  3.82s/it]
 35%|███▍      | 16154/46302 [17:07:54<32:00:33,  3.82s/it]
 35%|███▍      | 16155/46302 [17:07:58<32:00:27,  3.82s/it]
 35%|███▍      | 16156/46302 [17:08:02<32:00:04,  3.82s/it]
 35%|███▍      | 16157/46302 [17:08:06<32:00:07,  3.82s/it]
 35%|███▍      | 16158/46302 [17:08:10<31:59:50,  3.82s/it]
 35%|███▍      | 16159/46302 [17:08:14<31:59:36,  3.82s/it]
 35%|███▍      | 16160/46302 [17:08:17<31:59:52,  3.82s/it]
 35%|███▍      | 16161/46302 [17:08:21<31:59:59,  3.82s/it]
 35%|███▍      | 16162/46302 [17:08:25<32:00:40,  3.82s/it]
 35%|███▍      | 16163/46302 [17:08:29<32:00:44,  3.82s/it]
 35%|███▍      | 16164/46302 [17:08:33<31:57:26,  3.82s/it]
 35%|███▍      | 16165/46302 [17:08:36<31:57:59,  3.82s/it]
 35%|███▍      | 16166/46302 [17:08:40<31:59:25,  3.82s/it]
 35%|███▍      | 16167/46302 [17:08:44<31:59:26,  3.82s/it]
 35%|███▍      | 16168/46302 [17:08:48<31:59:29,  3.82s/it]
 35%|███▍      | 16169/46302 [17:08:52<32:00:15,  3.82s/it]
 35%|███▍      | 16170/46302 [17:08:56<32:00:03,  3.82s/it]
 35%|███▍      | 16171/46302 [17:08:59<32:00:08,  3.82s/it]
 35%|███▍      | 16172/46302 [17:09:03<31:59:42,  3.82s/it]
 35%|███▍      | 16173/46302 [17:09:07<31:59:39,  3.82s/it]
 35%|███▍      | 16174/46302 [17:09:11<32:00:00,  3.82s/it]
 35%|███▍      | 16175/46302 [17:09:15<31:59:02,  3.82s/it]
 35%|███▍      | 16176/46302 [17:09:19<31:58:39,  3.82s/it]
 35%|███▍      | 16177/46302 [17:09:22<31:58:08,  3.82s/it]
 35%|███▍      | 16178/46302 [17:09:26<31:58:32,  3.82s/it]
 35%|███▍      | 16179/46302 [17:09:30<31:58:41,  3.82s/it]
 35%|███▍      | 16180/46302 [17:09:34<31:58:50,  3.82s/it]
 35%|███▍      | 16181/46302 [17:09:38<31:58:36,  3.82s/it]
 35%|███▍      | 16182/46302 [17:09:41<31:58:31,  3.82s/it]
 35%|███▍      | 16183/46302 [17:09:45<31:58:10,  3.82s/it]
 35%|███▍      | 16184/46302 [17:09:49<31:57:46,  3.82s/it]
 35%|███▍      | 16185/46302 [17:09:53<31:57:58,  3.82s/it]
 35%|███▍      | 16186/46302 [17:09:57<31:58:01,  3.82s/it]
 35%|███▍      | 16187/46302 [17:10:01<31:57:31,  3.82s/it]
 35%|███▍      | 16188/46302 [17:10:04<31:57:51,  3.82s/it]
 35%|███▍      | 16189/46302 [17:10:08<31:57:46,  3.82s/it]
 35%|███▍      | 16190/46302 [17:10:12<31:57:41,  3.82s/it]
 35%|███▍      | 16191/46302 [17:10:16<31:56:57,  3.82s/it]
 35%|███▍      | 16192/46302 [17:10:20<31:56:44,  3.82s/it]
 35%|███▍      | 16193/46302 [17:10:23<31:56:43,  3.82s/it]
 35%|███▍      | 16194/46302 [17:10:27<31:58:03,  3.82s/it]
 35%|███▍      | 16195/46302 [17:10:31<31:57:54,  3.82s/it]
 35%|███▍      | 16196/46302 [17:10:35<31:57:13,  3.82s/it]
 35%|███▍      | 16197/46302 [17:10:39<31:56:33,  3.82s/it]
 35%|███▍      | 16198/46302 [17:10:43<31:56:12,  3.82s/it]
 35%|███▍      | 16199/46302 [17:10:46<31:57:13,  3.82s/it]
 35%|███▍      | 16200/46302 [17:10:50<31:56:43,  3.82s/it]
 35%|███▍      | 16201/46302 [17:10:54<31:55:30,  3.82s/it]
 35%|███▍      | 16202/46302 [17:10:58<31:55:30,  3.82s/it]
 35%|███▍      | 16203/46302 [17:11:02<31:55:32,  3.82s/it]
 35%|███▍      | 16204/46302 [17:11:05<31:55:47,  3.82s/it]
 35%|███▍      | 16205/46302 [17:11:09<31:55:46,  3.82s/it]
 35%|███▌      | 16206/46302 [17:11:13<31:55:35,  3.82s/it]
 35%|███▌      | 16207/46302 [17:11:17<31:55:37,  3.82s/it]
 35%|███▌      | 16208/46302 [17:11:21<31:55:32,  3.82s/it]
 35%|███▌      | 16209/46302 [17:11:25<31:55:43,  3.82s/it]
 35%|███▌      | 16210/46302 [17:11:28<31:56:06,  3.82s/it]
 35%|███▌      | 16211/46302 [17:11:32<31:55:31,  3.82s/it]
 35%|███▌      | 16212/46302 [17:11:36<31:55:39,  3.82s/it]
 35%|███▌      | 16213/46302 [17:11:40<31:55:24,  3.82s/it]
 35%|███▌      | 16214/46302 [17:11:44<31:55:44,  3.82s/it]
 35%|███▌      | 16215/46302 [17:11:48<31:55:39,  3.82s/it]
 35%|███▌      | 16216/46302 [17:11:51<31:55:42,  3.82s/it]
 35%|███▌      | 16217/46302 [17:11:55<31:55:22,  3.82s/it]
 35%|███▌      | 16218/46302 [17:11:59<31:55:17,  3.82s/it]
 35%|███▌      | 16219/46302 [17:12:03<31:55:14,  3.82s/it]
 35%|███▌      | 16220/46302 [17:12:07<31:55:06,  3.82s/it]
 35%|███▌      | 16221/46302 [17:12:10<31:55:04,  3.82s/it]
 35%|███▌      | 16222/46302 [17:12:14<31:54:25,  3.82s/it]
 35%|███▌      | 16223/46302 [17:12:18<31:54:24,  3.82s/it]
 35%|███▌      | 16224/46302 [17:12:22<31:54:08,  3.82s/it]
 35%|███▌      | 16225/46302 [17:12:26<31:54:46,  3.82s/it]
 35%|███▌      | 16226/46302 [17:12:30<31:55:00,  3.82s/it]
 35%|███▌      | 16227/46302 [17:12:33<31:54:52,  3.82s/it]
 35%|███▌      | 16228/46302 [17:12:37<31:54:43,  3.82s/it]
 35%|███▌      | 16229/46302 [17:12:41<31:54:26,  3.82s/it]
 35%|███▌      | 16230/46302 [17:12:45<31:54:28,  3.82s/it]
 35%|███▌      | 16231/46302 [17:12:49<31:54:49,  3.82s/it]
 35%|███▌      | 16232/46302 [17:12:52<31:54:40,  3.82s/it]
 35%|███▌      | 16233/46302 [17:12:56<31:55:50,  3.82s/it]
 35%|███▌      | 16234/46302 [17:13:00<31:55:59,  3.82s/it]
 35%|███▌      | 16235/46302 [17:13:04<31:55:42,  3.82s/it]
 35%|███▌      | 16236/46302 [17:13:08<31:55:46,  3.82s/it]
 35%|███▌      | 16237/46302 [17:13:12<31:55:12,  3.82s/it]
 35%|███▌      | 16238/46302 [17:13:15<31:54:33,  3.82s/it]
 35%|███▌      | 16239/46302 [17:13:19<31:54:05,  3.82s/it]
 35%|███▌      | 16240/46302 [17:13:23<31:54:11,  3.82s/it]
 35%|███▌      | 16241/46302 [17:13:27<31:54:03,  3.82s/it]
 35%|███▌      | 16242/46302 [17:13:31<31:53:19,  3.82s/it]
 35%|███▌      | 16243/46302 [17:13:34<31:53:17,  3.82s/it]
 35%|███▌      | 16244/46302 [17:13:38<31:53:26,  3.82s/it]
 35%|███▌      | 16245/46302 [17:13:42<31:52:43,  3.82s/it]
 35%|███▌      | 16246/46302 [17:13:46<31:52:30,  3.82s/it]
 35%|███▌      | 16247/46302 [17:13:50<31:52:58,  3.82s/it]
 35%|███▌      | 16248/46302 [17:13:54<31:52:40,  3.82s/it]
 35%|███▌      | 16249/46302 [17:13:57<31:53:21,  3.82s/it]
 35%|███▌      | 16250/46302 [17:14:01<31:51:42,  3.82s/it]
 35%|███▌      | 16251/46302 [17:14:05<31:52:15,  3.82s/it]
 35%|███▌      | 16252/46302 [17:14:09<31:52:47,  3.82s/it]
 35%|███▌      | 16253/46302 [17:14:13<31:53:26,  3.82s/it]
 35%|███▌      | 16254/46302 [17:14:16<31:53:39,  3.82s/it]
 35%|███▌      | 16255/46302 [17:14:20<31:53:58,  3.82s/it]
 35%|███▌      | 16256/46302 [17:14:24<31:51:39,  3.82s/it]
 35%|███▌      | 16257/46302 [17:14:28<31:53:23,  3.82s/it]
 35%|███▌      | 16258/46302 [17:14:32<31:53:10,  3.82s/it]
 35%|███▌      | 16259/46302 [17:14:36<31:53:01,  3.82s/it]
 35%|███▌      | 16260/46302 [17:14:39<31:52:23,  3.82s/it]
 35%|███▌      | 16261/46302 [17:14:43<31:51:50,  3.82s/it]
 35%|███▌      | 16262/46302 [17:14:47<31:52:21,  3.82s/it]
 35%|███▌      | 16263/46302 [17:14:51<31:52:32,  3.82s/it]
 35%|███▌      | 16264/46302 [17:14:55<31:52:34,  3.82s/it]
 35%|███▌      | 16265/46302 [17:14:59<31:52:40,  3.82s/it]
 35%|███▌      | 16266/46302 [17:15:02<31:52:36,  3.82s/it]
 35%|███▌      | 16267/46302 [17:15:06<31:52:21,  3.82s/it]
 35%|███▌      | 16268/46302 [17:15:10<31:52:57,  3.82s/it]
 35%|███▌      | 16269/46302 [17:15:14<31:51:57,  3.82s/it]
 35%|███▌      | 16270/46302 [17:15:18<31:51:57,  3.82s/it]
 35%|███▌      | 16271/46302 [17:15:21<31:52:00,  3.82s/it]
 35%|███▌      | 16272/46302 [17:15:25<31:51:44,  3.82s/it]
 35%|███▌      | 16273/46302 [17:15:29<31:52:00,  3.82s/it]
 35%|███▌      | 16274/46302 [17:15:33<31:52:23,  3.82s/it]
 35%|███▌      | 16275/46302 [17:15:37<31:52:07,  3.82s/it]
 35%|███▌      | 16276/46302 [17:15:41<31:52:20,  3.82s/it]
 35%|███▌      | 16277/46302 [17:15:44<31:52:05,  3.82s/it]
 35%|███▌      | 16278/46302 [17:15:48<31:52:19,  3.82s/it]
 35%|███▌      | 16279/46302 [17:15:52<31:52:29,  3.82s/it]
 35%|███▌      | 16280/46302 [17:15:56<31:54:04,  3.83s/it]
 35%|███▌      | 16281/46302 [17:16:00<31:53:27,  3.82s/it]
 35%|███▌      | 16282/46302 [17:16:03<31:52:22,  3.82s/it]
 35%|███▌      | 16283/46302 [17:16:07<31:52:03,  3.82s/it]
 35%|███▌      | 16284/46302 [17:16:11<31:51:24,  3.82s/it]
 35%|███▌      | 16285/46302 [17:16:15<31:50:20,  3.82s/it]
 35%|███▌      | 16286/46302 [17:16:19<31:50:30,  3.82s/it]
 35%|███▌      | 16287/46302 [17:16:23<31:51:02,  3.82s/it]
 35%|███▌      | 16288/46302 [17:16:26<31:51:57,  3.82s/it]
 35%|███▌      | 16289/46302 [17:16:30<31:51:36,  3.82s/it]
 35%|███▌      | 16290/46302 [17:16:34<31:51:50,  3.82s/it]
 35%|███▌      | 16291/46302 [17:16:38<31:50:13,  3.82s/it]
 35%|███▌      | 16292/46302 [17:16:42<31:50:37,  3.82s/it]
 35%|███▌      | 16293/46302 [17:16:45<31:50:42,  3.82s/it]
 35%|███▌      | 16294/46302 [17:16:49<31:49:48,  3.82s/it]
 35%|███▌      | 16295/46302 [17:16:53<31:49:31,  3.82s/it]
 35%|███▌      | 16296/46302 [17:16:57<31:50:17,  3.82s/it]
 35%|███▌      | 16297/46302 [17:17:01<31:49:39,  3.82s/it]
 35%|███▌      | 16298/46302 [17:17:05<31:50:37,  3.82s/it]
 35%|███▌      | 16299/46302 [17:17:08<31:49:03,  3.82s/it]
 35%|███▌      | 16300/46302 [17:17:12<31:49:33,  3.82s/it]
 35%|███▌      | 16301/46302 [17:17:16<31:50:05,  3.82s/it]
 35%|███▌      | 16302/46302 [17:17:20<31:49:45,  3.82s/it]
 35%|███▌      | 16303/46302 [17:17:24<31:49:53,  3.82s/it]
 35%|███▌      | 16304/46302 [17:17:28<31:49:54,  3.82s/it]
 35%|███▌      | 16305/46302 [17:17:31<31:49:53,  3.82s/it]
 35%|███▌      | 16306/46302 [17:17:35<31:50:22,  3.82s/it]
 35%|███▌      | 16307/46302 [17:17:39<31:50:27,  3.82s/it]
 35%|███▌      | 16308/46302 [17:17:43<31:49:53,  3.82s/it]
 35%|███▌      | 16309/46302 [17:17:47<31:49:25,  3.82s/it]
 35%|███▌      | 16310/46302 [17:17:50<31:49:35,  3.82s/it]
 35%|███▌      | 16311/46302 [17:17:54<31:49:47,  3.82s/it]
 35%|███▌      | 16312/46302 [17:17:58<31:49:59,  3.82s/it]
 35%|███▌      | 16313/46302 [17:18:02<31:49:34,  3.82s/it]
 35%|███▌      | 16314/46302 [17:18:06<31:49:56,  3.82s/it]
 35%|███▌      | 16315/46302 [17:18:10<31:50:00,  3.82s/it]
 35%|███▌      | 16316/46302 [17:18:13<31:50:11,  3.82s/it]
 35%|███▌      | 16317/46302 [17:18:17<31:49:47,  3.82s/it]
 35%|███▌      | 16318/46302 [17:18:21<31:52:07,  3.83s/it]
 35%|███▌      | 16319/46302 [17:18:25<31:51:34,  3.83s/it]
 35%|███▌      | 16320/46302 [17:18:29<31:51:19,  3.82s/it]
 35%|███▌      | 16321/46302 [17:18:32<31:51:03,  3.82s/it]
 35%|███▌      | 16322/46302 [17:18:36<31:50:08,  3.82s/it]
 35%|███▌      | 16323/46302 [17:18:40<31:49:17,  3.82s/it]
 35%|███▌      | 16324/46302 [17:18:44<31:49:18,  3.82s/it]
 35%|███▌      | 16325/46302 [17:18:48<31:49:59,  3.82s/it]
 35%|███▌      | 16326/46302 [17:18:52<31:49:05,  3.82s/it]
 35%|███▌      | 16327/46302 [17:18:55<31:48:23,  3.82s/it]
 35%|███▌      | 16328/46302 [17:18:59<31:48:43,  3.82s/it]
 35%|███▌      | 16329/46302 [17:19:03<31:48:53,  3.82s/it]
 35%|███▌      | 16330/46302 [17:19:07<31:48:37,  3.82s/it]
 35%|███▌      | 16331/46302 [17:19:11<31:48:38,  3.82s/it]
 35%|███▌      | 16332/46302 [17:19:15<31:49:25,  3.82s/it]
 35%|███▌      | 16333/46302 [17:19:18<31:49:19,  3.82s/it]
 35%|███▌      | 16334/46302 [17:19:22<31:50:23,  3.82s/it]
 35%|███▌      | 16335/46302 [17:19:26<31:49:50,  3.82s/it]
 35%|███▌      | 16336/46302 [17:19:30<31:49:17,  3.82s/it]
 35%|███▌      | 16337/46302 [17:19:34<31:48:53,  3.82s/it]
 35%|███▌      | 16338/46302 [17:19:37<31:47:58,  3.82s/it]
 35%|███▌      | 16339/46302 [17:19:41<31:47:36,  3.82s/it]
 35%|███▌      | 16340/46302 [17:19:45<31:47:27,  3.82s/it]
 35%|███▌      | 16341/46302 [17:19:49<31:47:24,  3.82s/it]
 35%|███▌      | 16342/46302 [17:19:53<31:44:54,  3.81s/it]
 35%|███▌      | 16343/46302 [17:19:57<31:44:39,  3.81s/it]
 35%|███▌      | 16344/46302 [17:20:00<31:44:48,  3.81s/it]
 35%|███▌      | 16345/46302 [17:20:04<31:44:44,  3.81s/it]
 35%|███▌      | 16346/46302 [17:20:08<31:45:11,  3.82s/it]
 35%|███▌      | 16347/46302 [17:20:12<31:45:05,  3.82s/it]
 35%|███▌      | 16348/46302 [17:20:16<31:45:24,  3.82s/it]
 35%|███▌      | 16349/46302 [17:20:19<31:45:58,  3.82s/it]
 35%|███▌      | 16350/46302 [17:20:23<31:45:58,  3.82s/it]
 35%|███▌      | 16351/46302 [17:20:27<31:45:46,  3.82s/it]
 35%|███▌      | 16352/46302 [17:20:31<31:45:52,  3.82s/it]
 35%|███▌      | 16353/46302 [17:20:35<31:45:59,  3.82s/it]
 35%|███▌      | 16354/46302 [17:20:39<31:45:39,  3.82s/it]
 35%|███▌      | 16355/46302 [17:20:42<31:44:55,  3.82s/it]
 35%|███▌      | 16356/46302 [17:20:46<31:44:58,  3.82s/it]
 35%|███▌      | 16357/46302 [17:20:50<31:44:54,  3.82s/it]
 35%|███▌      | 16358/46302 [17:20:54<31:43:42,  3.81s/it]
 35%|███▌      | 16359/46302 [17:20:58<31:44:03,  3.82s/it]
 35%|███▌      | 16360/46302 [17:21:01<31:44:23,  3.82s/it]
 35%|███▌      | 16361/46302 [17:21:05<31:44:01,  3.82s/it]
 35%|███▌      | 16362/46302 [17:21:09<31:44:23,  3.82s/it]
 35%|███▌      | 16363/46302 [17:21:13<31:44:56,  3.82s/it]
 35%|███▌      | 16364/46302 [17:21:17<31:44:32,  3.82s/it]
 35%|███▌      | 16365/46302 [17:21:21<31:44:55,  3.82s/it]
 35%|███▌      | 16366/46302 [17:21:24<31:44:52,  3.82s/it]
 35%|███▌      | 16367/46302 [17:21:28<31:44:43,  3.82s/it]
 35%|███▌      | 16368/46302 [17:21:32<31:44:57,  3.82s/it]
 35%|███▌      | 16369/46302 [17:21:36<31:44:47,  3.82s/it]
 35%|███▌      | 16370/46302 [17:21:40<31:45:27,  3.82s/it]
 35%|███▌      | 16371/46302 [17:21:43<31:45:50,  3.82s/it]
 35%|███▌      | 16372/46302 [17:21:47<31:46:13,  3.82s/it]
 35%|███▌      | 16373/46302 [17:21:51<31:46:07,  3.82s/it]
 35%|███▌      | 16374/46302 [17:21:55<31:45:57,  3.82s/it]
 35%|███▌      | 16375/46302 [17:21:59<31:44:59,  3.82s/it]
 35%|███▌      | 16376/46302 [17:22:03<31:44:53,  3.82s/it]
 35%|███▌      | 16377/46302 [17:22:06<31:44:10,  3.82s/it]
 35%|███▌      | 16378/46302 [17:22:10<31:44:37,  3.82s/it]
 35%|███▌      | 16379/46302 [17:22:14<31:42:57,  3.82s/it]
 35%|███▌      | 16380/46302 [17:22:18<31:42:57,  3.82s/it]
 35%|███▌      | 16381/46302 [17:22:22<31:43:36,  3.82s/it]
 35%|███▌      | 16382/46302 [17:22:25<31:43:31,  3.82s/it]
 35%|███▌      | 16383/46302 [17:22:29<31:43:12,  3.82s/it]
 35%|███▌      | 16384/46302 [17:22:33<31:42:53,  3.82s/it]
 35%|███▌      | 16385/46302 [17:22:37<31:43:15,  3.82s/it]
 35%|███▌      | 16386/46302 [17:22:41<31:43:10,  3.82s/it]
 35%|███▌      | 16387/46302 [17:22:45<31:42:52,  3.82s/it]
 35%|███▌      | 16388/46302 [17:22:48<31:42:33,  3.82s/it]
 35%|███▌      | 16389/46302 [17:22:52<31:43:04,  3.82s/it]
 35%|███▌      | 16390/46302 [17:22:56<31:43:18,  3.82s/it]
 35%|███▌      | 16391/46302 [17:23:00<31:43:01,  3.82s/it]
 35%|███▌      | 16392/46302 [17:23:04<31:42:01,  3.82s/it]
 35%|███▌      | 16393/46302 [17:23:07<31:42:12,  3.82s/it]
 35%|███▌      | 16394/46302 [17:23:11<31:42:09,  3.82s/it]
 35%|███▌      | 16395/46302 [17:23:15<31:42:28,  3.82s/it]
 35%|███▌      | 16396/46302 [17:23:19<31:43:23,  3.82s/it]
 35%|███▌      | 16397/46302 [17:23:23<31:43:47,  3.82s/it]
 35%|███▌      | 16398/46302 [17:23:27<31:44:27,  3.82s/it]
 35%|███▌      | 16399/46302 [17:23:30<31:41:30,  3.82s/it]
 35%|███▌      | 16400/46302 [17:23:34<31:39:15,  3.81s/it]
 35%|███▌      | 16401/46302 [17:23:38<31:36:34,  3.81s/it]
 35%|███▌      | 16402/46302 [17:23:42<31:34:34,  3.80s/it]
 35%|███▌      | 16403/46302 [17:23:45<31:32:11,  3.80s/it]
 35%|███▌      | 16404/46302 [17:23:49<31:31:17,  3.80s/it]
 35%|███▌      | 16405/46302 [17:23:53<31:31:11,  3.80s/it]
 35%|███▌      | 16406/46302 [17:23:57<31:30:28,  3.79s/it]
 35%|███▌      | 16407/46302 [17:24:01<31:30:46,  3.79s/it]
 35%|███▌      | 16408/46302 [17:24:04<31:31:11,  3.80s/it]
 35%|███▌      | 16409/46302 [17:24:08<31:29:56,  3.79s/it]
 35%|███▌      | 16410/46302 [17:24:12<31:30:41,  3.80s/it]
 35%|███▌      | 16411/46302 [17:24:16<31:30:12,  3.79s/it]
 35%|███▌      | 16412/46302 [17:24:20<31:29:53,  3.79s/it]
 35%|███▌      | 16413/46302 [17:24:23<31:31:18,  3.80s/it]
 35%|███▌      | 16414/46302 [17:24:27<31:30:59,  3.80s/it]
 35%|███▌      | 16415/46302 [17:24:31<31:33:20,  3.80s/it]
 35%|███▌      | 16416/46302 [17:24:35<31:31:54,  3.80s/it]
 35%|███▌      | 16417/46302 [17:24:39<31:32:30,  3.80s/it]
 35%|███▌      | 16418/46302 [17:24:42<31:31:13,  3.80s/it]
 35%|███▌      | 16419/46302 [17:24:46<31:31:41,  3.80s/it]
 35%|███▌      | 16420/46302 [17:24:50<31:31:58,  3.80s/it]
 35%|███▌      | 16421/46302 [17:24:54<31:30:22,  3.80s/it]
 35%|███▌      | 16422/46302 [17:24:58<31:31:34,  3.80s/it]
 35%|███▌      | 16423/46302 [17:25:01<31:30:11,  3.80s/it]
 35%|███▌      | 16424/46302 [17:25:05<31:28:21,  3.79s/it]
 35%|███▌      | 16425/46302 [17:25:09<31:29:17,  3.79s/it]
 35%|███▌      | 16426/46302 [17:25:13<31:29:58,  3.80s/it]
 35%|███▌      | 16427/46302 [17:25:17<31:29:13,  3.79s/it]
 35%|███▌      | 16428/46302 [17:25:20<31:29:26,  3.79s/it]
 35%|███▌      | 16429/46302 [17:25:24<31:30:04,  3.80s/it]
 35%|███▌      | 16430/46302 [17:25:28<31:28:59,  3.79s/it]
 35%|███▌      | 16431/46302 [17:25:32<31:28:54,  3.79s/it]
 35%|███▌      | 16432/46302 [17:25:36<31:28:06,  3.79s/it]
 35%|███▌      | 16433/46302 [17:25:39<31:29:07,  3.79s/it]
 35%|███▌      | 16434/46302 [17:25:43<31:30:58,  3.80s/it]
 35%|███▌      | 16435/46302 [17:25:47<31:33:13,  3.80s/it]
 35%|███▌      | 16436/46302 [17:25:51<31:34:29,  3.81s/it]
 35%|███▌      | 16437/46302 [17:25:55<31:30:41,  3.80s/it]
 36%|███▌      | 16438/46302 [17:25:58<31:29:24,  3.80s/it]
 36%|███▌      | 16439/46302 [17:26:02<31:28:19,  3.79s/it]
 36%|███▌      | 16440/46302 [17:26:06<31:27:17,  3.79s/it]
 36%|███▌      | 16441/46302 [17:26:10<31:25:52,  3.79s/it]
 36%|███▌      | 16442/46302 [17:26:13<31:24:52,  3.79s/it]
 36%|███▌      | 16443/46302 [17:26:17<31:26:25,  3.79s/it]
 36%|███▌      | 16444/46302 [17:26:21<31:25:45,  3.79s/it]
 36%|███▌      | 16445/46302 [17:26:25<31:27:24,  3.79s/it]
 36%|███▌      | 16446/46302 [17:26:29<31:29:51,  3.80s/it]
 36%|███▌      | 16447/46302 [17:26:32<31:27:48,  3.79s/it]
 36%|███▌      | 16448/46302 [17:26:36<31:28:09,  3.79s/it]
 36%|███▌      | 16449/46302 [17:26:40<31:25:59,  3.79s/it]
 36%|███▌      | 16450/46302 [17:26:44<31:25:59,  3.79s/it]
 36%|███▌      | 16451/46302 [17:26:48<31:26:35,  3.79s/it]
 36%|███▌      | 16452/46302 [17:26:51<31:26:00,  3.79s/it]
 36%|███▌      | 16453/46302 [17:26:55<31:24:26,  3.79s/it]
 36%|███▌      | 16454/46302 [17:26:59<31:24:01,  3.79s/it]
 36%|███▌      | 16455/46302 [17:27:03<31:26:59,  3.79s/it]
 36%|███▌      | 16456/46302 [17:27:07<31:25:01,  3.79s/it]
 36%|███▌      | 16457/46302 [17:27:10<31:23:32,  3.79s/it]
 36%|███▌      | 16458/46302 [17:27:14<31:23:04,  3.79s/it]
 36%|███▌      | 16459/46302 [17:27:18<31:25:51,  3.79s/it]
 36%|███▌      | 16460/46302 [17:27:22<31:26:30,  3.79s/it]
 36%|███▌      | 16461/46302 [17:27:26<31:25:59,  3.79s/it]
 36%|███▌      | 16462/46302 [17:27:29<31:24:53,  3.79s/it]
 36%|███▌      | 16463/46302 [17:27:33<31:24:50,  3.79s/it]
 36%|███▌      | 16464/46302 [17:27:37<31:24:05,  3.79s/it]
 36%|███▌      | 16465/46302 [17:27:41<31:24:12,  3.79s/it]
 36%|███▌      | 16466/46302 [17:27:44<31:26:52,  3.79s/it]
 36%|███▌      | 16467/46302 [17:27:48<31:26:32,  3.79s/it]
 36%|███▌      | 16468/46302 [17:27:52<31:27:25,  3.80s/it]
 36%|███▌      | 16469/46302 [17:27:56<31:26:28,  3.79s/it]
 36%|███▌      | 16470/46302 [17:28:00<31:25:33,  3.79s/it]
 36%|███▌      | 16471/46302 [17:28:03<31:24:21,  3.79s/it]
 36%|███▌      | 16472/46302 [17:28:07<31:24:59,  3.79s/it]
 36%|███▌      | 16473/46302 [17:28:11<31:25:07,  3.79s/it]
 36%|███▌      | 16474/46302 [17:28:15<31:28:51,  3.80s/it]
 36%|███▌      | 16475/46302 [17:28:19<31:31:57,  3.81s/it]
 36%|███▌      | 16476/46302 [17:28:22<31:34:08,  3.81s/it]
 36%|███▌      | 16477/46302 [17:28:26<31:35:01,  3.81s/it]
 36%|███▌      | 16478/46302 [17:28:30<31:36:35,  3.82s/it]
 36%|███▌      | 16479/46302 [17:28:34<31:38:26,  3.82s/it]
 36%|███▌      | 16480/46302 [17:28:38<31:39:29,  3.82s/it]
 36%|███▌      | 16481/46302 [17:28:42<31:39:37,  3.82s/it]
 36%|███▌      | 16482/46302 [17:28:45<31:35:53,  3.81s/it]
 36%|███▌      | 16483/46302 [17:28:49<31:32:41,  3.81s/it]
 36%|███▌      | 16484/46302 [17:28:53<31:31:54,  3.81s/it]
 36%|███▌      | 16485/46302 [17:28:57<31:31:07,  3.81s/it]
 36%|███▌      | 16486/46302 [17:29:01<31:33:40,  3.81s/it]
 36%|███▌      | 16487/46302 [17:29:04<31:34:44,  3.81s/it]
 36%|███▌      | 16488/46302 [17:29:08<31:35:40,  3.82s/it]
 36%|███▌      | 16489/46302 [17:29:12<31:36:12,  3.82s/it]
 36%|███▌      | 16490/46302 [17:29:16<31:36:41,  3.82s/it]
 36%|███▌      | 16491/46302 [17:29:20<31:36:35,  3.82s/it]
 36%|███▌      | 16492/46302 [17:29:24<31:36:49,  3.82s/it]
 36%|███▌      | 16493/46302 [17:29:27<31:37:06,  3.82s/it]
 36%|███▌      | 16494/46302 [17:29:31<31:36:20,  3.82s/it]
 36%|███▌      | 16495/46302 [17:29:35<31:36:00,  3.82s/it]
 36%|███▌      | 16496/46302 [17:29:39<31:35:05,  3.81s/it]
 36%|███▌      | 16497/46302 [17:29:43<31:34:58,  3.81s/it]
 36%|███▌      | 16498/46302 [17:29:46<31:35:18,  3.82s/it]
 36%|███▌      | 16499/46302 [17:29:50<31:35:36,  3.82s/it]
 36%|███▌      | 16500/46302 [17:29:54<31:36:02,  3.82s/it]
                                                           
{'loss': 3.3143, 'learning_rate': 0.003289258752372964, 'epoch': 0.36}

 36%|███▌      | 16500/46302 [17:29:54<31:36:02,  3.82s/it]
 36%|███▌      | 16501/46302 [17:29:58<31:37:22,  3.82s/it]
 36%|███▌      | 16502/46302 [17:30:02<31:37:14,  3.82s/it]
 36%|███▌      | 16503/46302 [17:30:06<31:37:20,  3.82s/it]
 36%|███▌      | 16504/46302 [17:30:09<31:37:42,  3.82s/it]
 36%|███▌      | 16505/46302 [17:30:13<31:37:35,  3.82s/it]
 36%|███▌      | 16506/46302 [17:30:17<31:37:22,  3.82s/it]
 36%|███▌      | 16507/46302 [17:30:21<31:37:51,  3.82s/it]
 36%|███▌      | 16508/46302 [17:30:25<31:37:23,  3.82s/it]
 36%|███▌      | 16509/46302 [17:30:28<31:36:33,  3.82s/it]
 36%|███▌      | 16510/46302 [17:30:32<31:36:18,  3.82s/it]
 36%|███▌      | 16511/46302 [17:30:36<31:37:00,  3.82s/it]
 36%|███▌      | 16512/46302 [17:30:40<31:36:54,  3.82s/it]
 36%|███▌      | 16513/46302 [17:30:44<31:37:29,  3.82s/it]
 36%|███▌      | 16514/46302 [17:30:48<31:37:33,  3.82s/it]
 36%|███▌      | 16515/46302 [17:30:51<31:37:13,  3.82s/it]
 36%|███▌      | 16516/46302 [17:30:55<31:36:47,  3.82s/it]
 36%|███▌      | 16517/46302 [17:30:59<31:35:53,  3.82s/it]
 36%|███▌      | 16518/46302 [17:31:03<31:35:32,  3.82s/it]
 36%|███▌      | 16519/46302 [17:31:07<31:35:16,  3.82s/it]
 36%|███▌      | 16520/46302 [17:31:10<31:35:08,  3.82s/it]
 36%|███▌      | 16521/46302 [17:31:14<31:35:35,  3.82s/it]
 36%|███▌      | 16522/46302 [17:31:18<31:35:22,  3.82s/it]
 36%|███▌      | 16523/46302 [17:31:22<31:34:57,  3.82s/it]
 36%|███▌      | 16524/46302 [17:31:26<31:34:48,  3.82s/it]
 36%|███▌      | 16525/46302 [17:31:30<31:35:14,  3.82s/it]
 36%|███▌      | 16526/46302 [17:31:33<31:35:29,  3.82s/it]
 36%|███▌      | 16527/46302 [17:31:37<31:35:23,  3.82s/it]
 36%|███▌      | 16528/46302 [17:31:41<31:34:53,  3.82s/it]
 36%|███▌      | 16529/46302 [17:31:45<31:34:42,  3.82s/it]
 36%|███▌      | 16530/46302 [17:31:49<31:34:32,  3.82s/it]
 36%|███▌      | 16531/46302 [17:31:52<31:34:03,  3.82s/it]
 36%|███▌      | 16532/46302 [17:31:56<31:34:09,  3.82s/it]
 36%|███▌      | 16533/46302 [17:32:00<31:33:43,  3.82s/it]
 36%|███▌      | 16534/46302 [17:32:04<31:33:06,  3.82s/it]
 36%|███▌      | 16535/46302 [17:32:08<31:32:55,  3.82s/it]
 36%|███▌      | 16536/46302 [17:32:12<31:32:19,  3.81s/it]
 36%|███▌      | 16537/46302 [17:32:15<31:32:07,  3.81s/it]
 36%|███▌      | 16538/46302 [17:32:19<31:32:12,  3.81s/it]
 36%|███▌      | 16539/46302 [17:32:23<31:32:21,  3.81s/it]
 36%|███▌      | 16540/46302 [17:32:27<31:32:55,  3.82s/it]
 36%|███▌      | 16541/46302 [17:32:31<31:32:50,  3.82s/it]
 36%|███▌      | 16542/46302 [17:32:34<31:32:13,  3.81s/it]
 36%|███▌      | 16543/46302 [17:32:38<31:31:59,  3.81s/it]
 36%|███▌      | 16544/46302 [17:32:42<31:33:25,  3.82s/it]
 36%|███▌      | 16545/46302 [17:32:46<31:34:27,  3.82s/it]
 36%|███▌      | 16546/46302 [17:32:50<31:33:59,  3.82s/it]
 36%|███▌      | 16547/46302 [17:32:54<31:34:19,  3.82s/it]
 36%|███▌      | 16548/46302 [17:32:57<31:32:53,  3.82s/it]
 36%|███▌      | 16549/46302 [17:33:01<31:30:20,  3.81s/it]
 36%|███▌      | 16550/46302 [17:33:05<31:30:36,  3.81s/it]
 36%|███▌      | 16551/46302 [17:33:09<31:30:18,  3.81s/it]
 36%|███▌      | 16552/46302 [17:33:13<31:30:47,  3.81s/it]
 36%|███▌      | 16553/46302 [17:33:16<31:31:39,  3.82s/it]
 36%|███▌      | 16554/46302 [17:33:20<31:31:36,  3.82s/it]
 36%|███▌      | 16555/46302 [17:33:24<31:31:34,  3.82s/it]
 36%|███▌      | 16556/46302 [17:33:28<31:31:16,  3.81s/it]
 36%|███▌      | 16557/46302 [17:33:32<31:31:09,  3.81s/it]
 36%|███▌      | 16558/46302 [17:33:35<31:30:57,  3.81s/it]
 36%|███▌      | 16559/46302 [17:33:39<31:31:04,  3.81s/it]
 36%|███▌      | 16560/46302 [17:33:43<31:31:04,  3.81s/it]
 36%|███▌      | 16561/46302 [17:33:47<31:31:13,  3.82s/it]
 36%|███▌      | 16562/46302 [17:33:51<31:30:44,  3.81s/it]
 36%|███▌      | 16563/46302 [17:33:55<31:31:03,  3.82s/it]
 36%|███▌      | 16564/46302 [17:33:58<31:31:12,  3.82s/it]
 36%|███▌      | 16565/46302 [17:34:02<31:31:05,  3.82s/it]
 36%|███▌      | 16566/46302 [17:34:06<31:30:48,  3.82s/it]
 36%|███▌      | 16567/46302 [17:34:10<31:31:36,  3.82s/it]
 36%|███▌      | 16568/46302 [17:34:14<31:32:27,  3.82s/it]
 36%|███▌      | 16569/46302 [17:34:17<31:32:21,  3.82s/it]
 36%|███▌      | 16570/46302 [17:34:21<31:32:18,  3.82s/it]
 36%|███▌      | 16571/46302 [17:34:25<31:32:17,  3.82s/it]
 36%|███▌      | 16572/46302 [17:34:29<31:31:53,  3.82s/it]
 36%|███▌      | 16573/46302 [17:34:33<31:31:56,  3.82s/it]
 36%|███▌      | 16574/46302 [17:34:37<31:31:49,  3.82s/it]
 36%|███▌      | 16575/46302 [17:34:40<31:31:29,  3.82s/it]
 36%|███▌      | 16576/46302 [17:34:44<31:31:37,  3.82s/it]
 36%|███▌      | 16577/46302 [17:34:48<31:31:08,  3.82s/it]
 36%|███▌      | 16578/46302 [17:34:52<31:31:30,  3.82s/it]
 36%|███▌      | 16579/46302 [17:34:56<31:31:55,  3.82s/it]
 36%|███▌      | 16580/46302 [17:34:59<31:32:00,  3.82s/it]
 36%|███▌      | 16581/46302 [17:35:03<31:32:28,  3.82s/it]
 36%|███▌      | 16582/46302 [17:35:07<31:32:30,  3.82s/it]
 36%|███▌      | 16583/46302 [17:35:11<31:32:36,  3.82s/it]
 36%|███▌      | 16584/46302 [17:35:15<31:32:10,  3.82s/it]
 36%|███▌      | 16585/46302 [17:35:19<31:31:57,  3.82s/it]
 36%|███▌      | 16586/46302 [17:35:22<31:31:29,  3.82s/it]
 36%|███▌      | 16587/46302 [17:35:26<31:31:34,  3.82s/it]
 36%|███▌      | 16588/46302 [17:35:30<31:31:09,  3.82s/it]
 36%|███▌      | 16589/46302 [17:35:34<31:31:27,  3.82s/it]
 36%|███▌      | 16590/46302 [17:35:38<31:31:23,  3.82s/it]
 36%|███▌      | 16591/46302 [17:35:42<31:31:14,  3.82s/it]
 36%|███▌      | 16592/46302 [17:35:45<31:31:14,  3.82s/it]
 36%|███▌      | 16593/46302 [17:35:49<31:30:57,  3.82s/it]
 36%|███▌      | 16594/46302 [17:35:53<31:31:04,  3.82s/it]
 36%|███▌      | 16595/46302 [17:35:57<31:30:48,  3.82s/it]
 36%|███▌      | 16596/46302 [17:36:01<31:30:39,  3.82s/it]
 36%|███▌      | 16597/46302 [17:36:04<31:30:19,  3.82s/it]
 36%|███▌      | 16598/46302 [17:36:08<31:30:29,  3.82s/it]
 36%|███▌      | 16599/46302 [17:36:12<31:30:29,  3.82s/it]
 36%|███▌      | 16600/46302 [17:36:16<31:30:40,  3.82s/it]
 36%|███▌      | 16601/46302 [17:36:20<31:30:14,  3.82s/it]
 36%|███▌      | 16602/46302 [17:36:24<31:29:50,  3.82s/it]
 36%|███▌      | 16603/46302 [17:36:27<31:29:24,  3.82s/it]
 36%|███▌      | 16604/46302 [17:36:31<31:29:21,  3.82s/it]
 36%|███▌      | 16605/46302 [17:36:35<31:29:58,  3.82s/it]
 36%|███▌      | 16606/46302 [17:36:39<31:29:56,  3.82s/it]
 36%|███▌      | 16607/46302 [17:36:43<31:29:01,  3.82s/it]
 36%|███▌      | 16608/46302 [17:36:46<31:30:04,  3.82s/it]
 36%|███▌      | 16609/46302 [17:36:50<31:30:24,  3.82s/it]
 36%|███▌      | 16610/46302 [17:36:54<31:31:34,  3.82s/it]
 36%|███▌      | 16611/46302 [17:36:58<31:31:44,  3.82s/it]
 36%|███▌      | 16612/46302 [17:37:02<31:31:22,  3.82s/it]
 36%|███▌      | 16613/46302 [17:37:06<31:29:58,  3.82s/it]
 36%|███▌      | 16614/46302 [17:37:09<31:29:09,  3.82s/it]
 36%|███▌      | 16615/46302 [17:37:13<31:28:54,  3.82s/it]
 36%|███▌      | 16616/46302 [17:37:17<31:29:13,  3.82s/it]
 36%|███▌      | 16617/46302 [17:37:21<31:29:44,  3.82s/it]
 36%|███▌      | 16618/46302 [17:37:25<31:29:11,  3.82s/it]
 36%|███▌      | 16619/46302 [17:37:28<31:29:42,  3.82s/it]
 36%|███▌      | 16620/46302 [17:37:32<31:29:20,  3.82s/it]
 36%|███▌      | 16621/46302 [17:37:36<31:28:51,  3.82s/it]
 36%|███▌      | 16622/46302 [17:37:40<31:29:11,  3.82s/it]
 36%|███▌      | 16623/46302 [17:37:44<31:29:42,  3.82s/it]
 36%|███▌      | 16624/46302 [17:37:48<31:29:18,  3.82s/it]
 36%|███▌      | 16625/46302 [17:37:51<31:29:17,  3.82s/it]
 36%|███▌      | 16626/46302 [17:37:55<31:29:02,  3.82s/it]
 36%|███▌      | 16627/46302 [17:37:59<31:28:27,  3.82s/it]
 36%|███▌      | 16628/46302 [17:38:03<31:27:55,  3.82s/it]
 36%|███▌      | 16629/46302 [17:38:07<31:27:56,  3.82s/it]
 36%|███▌      | 16630/46302 [17:38:10<31:28:16,  3.82s/it]
 36%|███▌      | 16631/46302 [17:38:14<31:28:52,  3.82s/it]
 36%|███▌      | 16632/46302 [17:38:18<31:28:58,  3.82s/it]
 36%|███▌      | 16633/46302 [17:38:22<31:29:30,  3.82s/it]
 36%|███▌      | 16634/46302 [17:38:26<31:28:29,  3.82s/it]
 36%|███▌      | 16635/46302 [17:38:30<31:28:39,  3.82s/it]
 36%|███▌      | 16636/46302 [17:38:33<31:28:26,  3.82s/it]
 36%|███▌      | 16637/46302 [17:38:37<31:29:05,  3.82s/it]
 36%|███▌      | 16638/46302 [17:38:41<31:27:35,  3.82s/it]
 36%|███▌      | 16639/46302 [17:38:45<31:27:50,  3.82s/it]
 36%|███▌      | 16640/46302 [17:38:49<31:27:16,  3.82s/it]
 36%|███▌      | 16641/46302 [17:38:52<31:27:21,  3.82s/it]
 36%|███▌      | 16642/46302 [17:38:56<31:27:18,  3.82s/it]
 36%|███▌      | 16643/46302 [17:39:00<31:26:56,  3.82s/it]
 36%|███▌      | 16644/46302 [17:39:04<31:26:43,  3.82s/it]
 36%|███▌      | 16645/46302 [17:39:08<31:26:19,  3.82s/it]
 36%|███▌      | 16646/46302 [17:39:12<31:26:00,  3.82s/it]
 36%|███▌      | 16647/46302 [17:39:15<31:26:07,  3.82s/it]
 36%|███▌      | 16648/46302 [17:39:19<31:26:44,  3.82s/it]
 36%|███▌      | 16649/46302 [17:39:23<31:26:36,  3.82s/it]
 36%|███▌      | 16650/46302 [17:39:27<31:26:34,  3.82s/it]
 36%|███▌      | 16651/46302 [17:39:31<31:27:07,  3.82s/it]
 36%|███▌      | 16652/46302 [17:39:34<31:27:44,  3.82s/it]
 36%|███▌      | 16653/46302 [17:39:38<31:27:50,  3.82s/it]
 36%|███▌      | 16654/46302 [17:39:42<31:27:59,  3.82s/it]
 36%|███▌      | 16655/46302 [17:39:46<31:28:06,  3.82s/it]
 36%|███▌      | 16656/46302 [17:39:50<31:28:27,  3.82s/it]
 36%|███▌      | 16657/46302 [17:39:54<31:28:29,  3.82s/it]
 36%|███▌      | 16658/46302 [17:39:57<31:27:35,  3.82s/it]
 36%|███▌      | 16659/46302 [17:40:01<31:27:06,  3.82s/it]
 36%|███▌      | 16660/46302 [17:40:05<31:27:35,  3.82s/it]
 36%|███▌      | 16661/46302 [17:40:09<31:28:10,  3.82s/it]
 36%|███▌      | 16662/46302 [17:40:13<31:27:26,  3.82s/it]
 36%|███▌      | 16663/46302 [17:40:16<31:27:00,  3.82s/it]
 36%|███▌      | 16664/46302 [17:40:20<31:26:34,  3.82s/it]
 36%|███▌      | 16665/46302 [17:40:24<31:27:12,  3.82s/it]
 36%|███▌      | 16666/46302 [17:40:28<31:27:24,  3.82s/it]
 36%|███▌      | 16667/46302 [17:40:32<31:27:19,  3.82s/it]
 36%|███▌      | 16668/46302 [17:40:36<31:27:18,  3.82s/it]
 36%|███▌      | 16669/46302 [17:40:39<31:27:42,  3.82s/it]
 36%|███▌      | 16670/46302 [17:40:43<31:27:16,  3.82s/it]
 36%|███▌      | 16671/46302 [17:40:47<31:27:07,  3.82s/it]
 36%|███▌      | 16672/46302 [17:40:51<31:26:01,  3.82s/it]
 36%|███▌      | 16673/46302 [17:40:55<31:26:07,  3.82s/it]
 36%|███▌      | 16674/46302 [17:40:59<31:26:39,  3.82s/it]
 36%|███▌      | 16675/46302 [17:41:02<31:26:10,  3.82s/it]
 36%|███▌      | 16676/46302 [17:41:06<31:26:33,  3.82s/it]
 36%|███▌      | 16677/46302 [17:41:10<31:26:08,  3.82s/it]
 36%|███▌      | 16678/46302 [17:41:14<31:25:37,  3.82s/it]
 36%|███▌      | 16679/46302 [17:41:18<31:26:01,  3.82s/it]
 36%|███▌      | 16680/46302 [17:41:21<31:25:37,  3.82s/it]
 36%|███▌      | 16681/46302 [17:41:25<31:25:37,  3.82s/it]
 36%|███▌      | 16682/46302 [17:41:29<31:25:04,  3.82s/it]
 36%|███▌      | 16683/46302 [17:41:33<31:25:21,  3.82s/it]
 36%|███▌      | 16684/46302 [17:41:37<31:25:17,  3.82s/it]
 36%|███▌      | 16685/46302 [17:41:41<31:25:11,  3.82s/it]
 36%|███▌      | 16686/46302 [17:41:44<31:25:08,  3.82s/it]
 36%|███▌      | 16687/46302 [17:41:48<31:25:10,  3.82s/it]
 36%|███▌      | 16688/46302 [17:41:52<31:25:08,  3.82s/it]
 36%|███▌      | 16689/46302 [17:41:56<31:24:28,  3.82s/it]
 36%|███▌      | 16690/46302 [17:42:00<31:24:03,  3.82s/it]
 36%|███▌      | 16691/46302 [17:42:03<31:24:13,  3.82s/it]
 36%|███▌      | 16692/46302 [17:42:07<31:24:37,  3.82s/it]
 36%|███▌      | 16693/46302 [17:42:11<31:25:00,  3.82s/it]
 36%|███▌      | 16694/46302 [17:42:15<31:25:32,  3.82s/it]
 36%|███▌      | 16695/46302 [17:42:19<31:25:20,  3.82s/it]
 36%|███▌      | 16696/46302 [17:42:23<31:25:04,  3.82s/it]
 36%|███▌      | 16697/46302 [17:42:26<31:25:37,  3.82s/it]
 36%|███▌      | 16698/46302 [17:42:30<31:24:36,  3.82s/it]
 36%|███▌      | 16699/46302 [17:42:34<31:23:41,  3.82s/it]
 36%|███▌      | 16700/46302 [17:42:38<31:24:10,  3.82s/it]
 36%|███▌      | 16701/46302 [17:42:42<31:23:54,  3.82s/it]
 36%|███▌      | 16702/46302 [17:42:45<31:23:41,  3.82s/it]
 36%|███▌      | 16703/46302 [17:42:49<31:23:58,  3.82s/it]
 36%|███▌      | 16704/46302 [17:42:53<31:24:28,  3.82s/it]
 36%|███▌      | 16705/46302 [17:42:57<31:24:35,  3.82s/it]
 36%|███▌      | 16706/46302 [17:43:01<31:24:29,  3.82s/it]
 36%|███▌      | 16707/46302 [17:43:05<31:24:06,  3.82s/it]
 36%|███▌      | 16708/46302 [17:43:08<31:23:23,  3.82s/it]
 36%|███▌      | 16709/46302 [17:43:12<31:23:45,  3.82s/it]
 36%|███▌      | 16710/46302 [17:43:16<31:23:01,  3.82s/it]
 36%|███▌      | 16711/46302 [17:43:20<31:24:01,  3.82s/it]
 36%|███▌      | 16712/46302 [17:43:24<31:24:08,  3.82s/it]
 36%|███▌      | 16713/46302 [17:43:27<31:24:20,  3.82s/it]
 36%|███▌      | 16714/46302 [17:43:31<31:22:00,  3.82s/it]
 36%|███▌      | 16715/46302 [17:43:35<31:22:49,  3.82s/it]
 36%|███▌      | 16716/46302 [17:43:39<31:23:31,  3.82s/it]
 36%|███▌      | 16717/46302 [17:43:43<31:23:31,  3.82s/it]
 36%|███▌      | 16718/46302 [17:43:47<31:23:12,  3.82s/it]
 36%|███▌      | 16719/46302 [17:43:50<31:23:22,  3.82s/it]
 36%|███▌      | 16720/46302 [17:43:54<31:23:05,  3.82s/it]
 36%|███▌      | 16721/46302 [17:43:58<31:23:16,  3.82s/it]
 36%|███▌      | 16722/46302 [17:44:02<31:23:40,  3.82s/it]
 36%|███▌      | 16723/46302 [17:44:06<31:23:05,  3.82s/it]
 36%|███▌      | 16724/46302 [17:44:09<31:22:54,  3.82s/it]
 36%|███▌      | 16725/46302 [17:44:13<31:23:06,  3.82s/it]
 36%|███▌      | 16726/46302 [17:44:17<31:22:33,  3.82s/it]
 36%|███▌      | 16727/46302 [17:44:21<31:23:19,  3.82s/it]
 36%|███▌      | 16728/46302 [17:44:25<31:23:29,  3.82s/it]
 36%|███▌      | 16729/46302 [17:44:29<31:21:41,  3.82s/it]
 36%|███▌      | 16730/46302 [17:44:32<31:22:16,  3.82s/it]
 36%|███▌      | 16731/46302 [17:44:36<31:22:48,  3.82s/it]
 36%|███▌      | 16732/46302 [17:44:40<31:22:33,  3.82s/it]
 36%|███▌      | 16733/46302 [17:44:44<31:23:02,  3.82s/it]
 36%|███▌      | 16734/46302 [17:44:48<31:23:01,  3.82s/it]
 36%|███▌      | 16735/46302 [17:44:52<31:22:25,  3.82s/it]
 36%|███▌      | 16736/46302 [17:44:55<31:21:31,  3.82s/it]
 36%|███▌      | 16737/46302 [17:44:59<31:21:10,  3.82s/it]
 36%|███▌      | 16738/46302 [17:45:03<31:21:11,  3.82s/it]
 36%|███▌      | 16739/46302 [17:45:07<31:21:40,  3.82s/it]
 36%|███▌      | 16740/46302 [17:45:11<31:20:58,  3.82s/it]
 36%|███▌      | 16741/46302 [17:45:14<31:20:35,  3.82s/it]
 36%|███▌      | 16742/46302 [17:45:18<31:21:02,  3.82s/it]
 36%|███▌      | 16743/46302 [17:45:22<31:21:41,  3.82s/it]
 36%|███▌      | 16744/46302 [17:45:26<31:21:46,  3.82s/it]
 36%|███▌      | 16745/46302 [17:45:30<31:21:49,  3.82s/it]
 36%|███▌      | 16746/46302 [17:45:34<31:21:37,  3.82s/it]
 36%|███▌      | 16747/46302 [17:45:37<31:21:55,  3.82s/it]
 36%|███▌      | 16748/46302 [17:45:41<31:21:27,  3.82s/it]
 36%|███▌      | 16749/46302 [17:45:45<31:21:34,  3.82s/it]
 36%|███▌      | 16750/46302 [17:45:49<31:21:45,  3.82s/it]
 36%|███▌      | 16751/46302 [17:45:53<31:21:09,  3.82s/it]
 36%|███▌      | 16752/46302 [17:45:56<31:20:55,  3.82s/it]
 36%|███▌      | 16753/46302 [17:46:00<31:21:48,  3.82s/it]
 36%|███▌      | 16754/46302 [17:46:04<31:21:38,  3.82s/it]
 36%|███▌      | 16755/46302 [17:46:08<31:21:19,  3.82s/it]
 36%|███▌      | 16756/46302 [17:46:12<31:21:29,  3.82s/it]
 36%|███▌      | 16757/46302 [17:46:16<31:21:23,  3.82s/it]
 36%|███▌      | 16758/46302 [17:46:19<31:21:27,  3.82s/it]
 36%|███▌      | 16759/46302 [17:46:23<31:21:17,  3.82s/it]
 36%|███▌      | 16760/46302 [17:46:27<31:21:13,  3.82s/it]
 36%|███▌      | 16761/46302 [17:46:31<31:21:34,  3.82s/it]
 36%|███▌      | 16762/46302 [17:46:35<31:21:22,  3.82s/it]
 36%|███▌      | 16763/46302 [17:46:38<31:21:22,  3.82s/it]
 36%|███▌      | 16764/46302 [17:46:42<31:20:45,  3.82s/it]
 36%|███▌      | 16765/46302 [17:46:46<31:20:33,  3.82s/it]
 36%|███▌      | 16766/46302 [17:46:50<31:20:32,  3.82s/it]
 36%|███▌      | 16767/46302 [17:46:54<31:20:10,  3.82s/it]
 36%|███▌      | 16768/46302 [17:46:58<31:19:57,  3.82s/it]
 36%|███▌      | 16769/46302 [17:47:01<31:19:37,  3.82s/it]
 36%|███▌      | 16770/46302 [17:47:05<31:19:16,  3.82s/it]
 36%|███▌      | 16771/46302 [17:47:09<31:19:42,  3.82s/it]
 36%|███▌      | 16772/46302 [17:47:13<31:19:31,  3.82s/it]
 36%|███▌      | 16773/46302 [17:47:17<31:19:10,  3.82s/it]
 36%|███▌      | 16774/46302 [17:47:20<31:18:44,  3.82s/it]
 36%|███▌      | 16775/46302 [17:47:24<31:18:41,  3.82s/it]
 36%|███▌      | 16776/46302 [17:47:28<31:18:56,  3.82s/it]
 36%|███▌      | 16777/46302 [17:47:32<31:18:44,  3.82s/it]
 36%|███▌      | 16778/46302 [17:47:36<31:19:03,  3.82s/it]
 36%|███▌      | 16779/46302 [17:47:40<31:18:35,  3.82s/it]
 36%|███▌      | 16780/46302 [17:47:43<31:18:21,  3.82s/it]
 36%|███▌      | 16781/46302 [17:47:47<31:18:57,  3.82s/it]
 36%|███▌      | 16782/46302 [17:47:51<31:18:42,  3.82s/it]
 36%|███▌      | 16783/46302 [17:47:55<31:18:17,  3.82s/it]
 36%|███▌      | 16784/46302 [17:47:59<31:18:32,  3.82s/it]
 36%|███▋      | 16785/46302 [17:48:02<31:18:54,  3.82s/it]
 36%|███▋      | 16786/46302 [17:48:06<31:18:52,  3.82s/it]
 36%|███▋      | 16787/46302 [17:48:10<31:18:54,  3.82s/it]
 36%|███▋      | 16788/46302 [17:48:14<31:18:39,  3.82s/it]
 36%|███▋      | 16789/46302 [17:48:18<31:18:44,  3.82s/it]
 36%|███▋      | 16790/46302 [17:48:22<31:17:59,  3.82s/it]
 36%|███▋      | 16791/46302 [17:48:25<31:17:21,  3.82s/it]
 36%|███▋      | 16792/46302 [17:48:29<31:17:44,  3.82s/it]
 36%|███▋      | 16793/46302 [17:48:33<31:18:07,  3.82s/it]
 36%|███▋      | 16794/46302 [17:48:37<31:18:08,  3.82s/it]
 36%|███▋      | 16795/46302 [17:48:41<31:18:36,  3.82s/it]
 36%|███▋      | 16796/46302 [17:48:44<31:18:41,  3.82s/it]
 36%|███▋      | 16797/46302 [17:48:48<31:18:58,  3.82s/it]
 36%|███▋      | 16798/46302 [17:48:52<31:18:43,  3.82s/it]
 36%|███▋      | 16799/46302 [17:48:56<31:18:22,  3.82s/it]
 36%|███▋      | 16800/46302 [17:49:00<31:18:32,  3.82s/it]
 36%|███▋      | 16801/46302 [17:49:04<31:18:30,  3.82s/it]
 36%|███▋      | 16802/46302 [17:49:07<31:18:33,  3.82s/it]
 36%|███▋      | 16803/46302 [17:49:11<31:18:24,  3.82s/it]
 36%|███▋      | 16804/46302 [17:49:15<31:18:04,  3.82s/it]
 36%|███▋      | 16805/46302 [17:49:19<31:17:34,  3.82s/it]
 36%|███▋      | 16806/46302 [17:49:23<31:17:36,  3.82s/it]
 36%|███▋      | 16807/46302 [17:49:26<31:17:41,  3.82s/it]
 36%|███▋      | 16808/46302 [17:49:30<31:17:26,  3.82s/it]
 36%|███▋      | 16809/46302 [17:49:34<31:17:26,  3.82s/it]
 36%|███▋      | 16810/46302 [17:49:38<31:17:49,  3.82s/it]
 36%|███▋      | 16811/46302 [17:49:42<31:17:53,  3.82s/it]
 36%|███▋      | 16812/46302 [17:49:46<31:17:15,  3.82s/it]
 36%|███▋      | 16813/46302 [17:49:49<31:16:48,  3.82s/it]
 36%|███▋      | 16814/46302 [17:49:53<31:17:08,  3.82s/it]
 36%|███▋      | 16815/46302 [17:49:57<31:17:05,  3.82s/it]
 36%|███▋      | 16816/46302 [17:50:01<31:17:24,  3.82s/it]
 36%|███▋      | 16817/46302 [17:50:05<31:17:52,  3.82s/it]
 36%|███▋      | 16818/46302 [17:50:09<31:17:42,  3.82s/it]
 36%|███▋      | 16819/46302 [17:50:12<31:17:33,  3.82s/it]
 36%|███▋      | 16820/46302 [17:50:16<31:15:28,  3.82s/it]
 36%|███▋      | 16821/46302 [17:50:20<31:16:05,  3.82s/it]
 36%|███▋      | 16822/46302 [17:50:24<31:16:03,  3.82s/it]
 36%|███▋      | 16823/46302 [17:50:28<31:16:02,  3.82s/it]
 36%|███▋      | 16824/46302 [17:50:31<31:15:31,  3.82s/it]
 36%|███▋      | 16825/46302 [17:50:35<31:15:13,  3.82s/it]
 36%|███▋      | 16826/46302 [17:50:39<31:15:40,  3.82s/it]
 36%|███▋      | 16827/46302 [17:50:43<31:16:17,  3.82s/it]
 36%|███▋      | 16828/46302 [17:50:47<31:15:42,  3.82s/it]
 36%|███▋      | 16829/46302 [17:50:51<31:15:50,  3.82s/it]
 36%|███▋      | 16830/46302 [17:50:54<31:15:40,  3.82s/it]
 36%|███▋      | 16831/46302 [17:50:58<31:15:04,  3.82s/it]
 36%|███▋      | 16832/46302 [17:51:02<31:14:38,  3.82s/it]
 36%|███▋      | 16833/46302 [17:51:06<31:14:34,  3.82s/it]
 36%|███▋      | 16834/46302 [17:51:10<31:14:47,  3.82s/it]
 36%|███▋      | 16835/46302 [17:51:13<31:15:07,  3.82s/it]
 36%|███▋      | 16836/46302 [17:51:17<31:14:58,  3.82s/it]
 36%|███▋      | 16837/46302 [17:51:21<31:15:45,  3.82s/it]
 36%|███▋      | 16838/46302 [17:51:25<31:15:39,  3.82s/it]
 36%|███▋      | 16839/46302 [17:51:29<31:15:38,  3.82s/it]
 36%|███▋      | 16840/46302 [17:51:33<31:15:26,  3.82s/it]
 36%|███▋      | 16841/46302 [17:51:36<31:15:36,  3.82s/it]
 36%|███▋      | 16842/46302 [17:51:40<31:14:56,  3.82s/it]
 36%|███▋      | 16843/46302 [17:51:44<31:14:41,  3.82s/it]
 36%|███▋      | 16844/46302 [17:51:48<31:14:49,  3.82s/it]
 36%|███▋      | 16845/46302 [17:51:52<31:14:48,  3.82s/it]
 36%|███▋      | 16846/46302 [17:51:55<31:15:10,  3.82s/it]
 36%|███▋      | 16847/46302 [17:51:59<31:15:19,  3.82s/it]
 36%|███▋      | 16848/46302 [17:52:03<31:15:13,  3.82s/it]
 36%|███▋      | 16849/46302 [17:52:07<31:15:21,  3.82s/it]
 36%|███▋      | 16850/46302 [17:52:11<31:15:03,  3.82s/it]
 36%|███▋      | 16851/46302 [17:52:15<31:15:16,  3.82s/it]
 36%|███▋      | 16852/46302 [17:52:18<31:15:12,  3.82s/it]
 36%|███▋      | 16853/46302 [17:52:22<31:15:13,  3.82s/it]
 36%|███▋      | 16854/46302 [17:52:26<31:14:27,  3.82s/it]
 36%|███▋      | 16855/46302 [17:52:30<31:14:52,  3.82s/it]
 36%|███▋      | 16856/46302 [17:52:34<31:14:57,  3.82s/it]
 36%|███▋      | 16857/46302 [17:52:37<31:13:50,  3.82s/it]
 36%|███▋      | 16858/46302 [17:52:41<31:13:26,  3.82s/it]
 36%|███▋      | 16859/46302 [17:52:45<31:14:06,  3.82s/it]
 36%|███▋      | 16860/46302 [17:52:49<31:12:52,  3.82s/it]
 36%|███▋      | 16861/46302 [17:52:53<31:13:28,  3.82s/it]
 36%|███▋      | 16862/46302 [17:52:57<31:13:52,  3.82s/it]
 36%|███▋      | 16863/46302 [17:53:00<31:14:33,  3.82s/it]
 36%|███▋      | 16864/46302 [17:53:04<31:14:23,  3.82s/it]
 36%|███▋      | 16865/46302 [17:53:08<31:14:52,  3.82s/it]
 36%|███▋      | 16866/46302 [17:53:12<31:14:43,  3.82s/it]
 36%|███▋      | 16867/46302 [17:53:16<31:14:19,  3.82s/it]
 36%|███▋      | 16868/46302 [17:53:19<31:13:36,  3.82s/it]
 36%|███▋      | 16869/46302 [17:53:23<31:13:33,  3.82s/it]
 36%|███▋      | 16870/46302 [17:53:27<31:13:18,  3.82s/it]
 36%|███▋      | 16871/46302 [17:53:31<31:13:29,  3.82s/it]
 36%|███▋      | 16872/46302 [17:53:35<31:13:42,  3.82s/it]
 36%|███▋      | 16873/46302 [17:53:39<31:13:39,  3.82s/it]
 36%|███▋      | 16874/46302 [17:53:42<31:14:26,  3.82s/it]
 36%|███▋      | 16875/46302 [17:53:46<31:14:20,  3.82s/it]
 36%|███▋      | 16876/46302 [17:53:50<31:14:18,  3.82s/it]
 36%|███▋      | 16877/46302 [17:53:54<31:14:23,  3.82s/it]
 36%|███▋      | 16878/46302 [17:53:58<31:13:47,  3.82s/it]
 36%|███▋      | 16879/46302 [17:54:01<31:12:51,  3.82s/it]
 36%|███▋      | 16880/46302 [17:54:05<31:12:17,  3.82s/it]
 36%|███▋      | 16881/46302 [17:54:09<31:12:22,  3.82s/it]
 36%|███▋      | 16882/46302 [17:54:13<31:12:18,  3.82s/it]
 36%|███▋      | 16883/46302 [17:54:17<31:12:34,  3.82s/it]
 36%|███▋      | 16884/46302 [17:54:21<31:12:10,  3.82s/it]
 36%|███▋      | 16885/46302 [17:54:24<31:12:23,  3.82s/it]
 36%|███▋      | 16886/46302 [17:54:28<31:12:23,  3.82s/it]
 36%|███▋      | 16887/46302 [17:54:32<31:11:58,  3.82s/it]
 36%|███▋      | 16888/46302 [17:54:36<31:11:44,  3.82s/it]
 36%|███▋      | 16889/46302 [17:54:40<31:11:13,  3.82s/it]
 36%|███▋      | 16890/46302 [17:54:43<31:11:13,  3.82s/it]
 36%|███▋      | 16891/46302 [17:54:47<31:10:33,  3.82s/it]
 36%|███▋      | 16892/46302 [17:54:51<31:10:13,  3.82s/it]
 36%|███▋      | 16893/46302 [17:54:55<31:10:25,  3.82s/it]
 36%|███▋      | 16894/46302 [17:54:59<31:10:38,  3.82s/it]
 36%|███▋      | 16895/46302 [17:55:03<31:10:49,  3.82s/it]
 36%|███▋      | 16896/46302 [17:55:06<31:10:28,  3.82s/it]
 36%|███▋      | 16897/46302 [17:55:10<31:11:24,  3.82s/it]
 36%|███▋      | 16898/46302 [17:55:14<31:11:54,  3.82s/it]
 36%|███▋      | 16899/46302 [17:55:18<31:12:12,  3.82s/it]
 36%|███▋      | 16900/46302 [17:55:22<31:12:50,  3.82s/it]
 37%|███▋      | 16901/46302 [17:55:25<31:12:34,  3.82s/it]
 37%|███▋      | 16902/46302 [17:55:29<31:12:04,  3.82s/it]
 37%|███▋      | 16903/46302 [17:55:33<31:11:57,  3.82s/it]
 37%|███▋      | 16904/46302 [17:55:37<31:12:36,  3.82s/it]
 37%|███▋      | 16905/46302 [17:55:41<31:10:15,  3.82s/it]
 37%|███▋      | 16906/46302 [17:55:45<31:10:04,  3.82s/it]
 37%|███▋      | 16907/46302 [17:55:48<31:10:47,  3.82s/it]
 37%|███▋      | 16908/46302 [17:55:52<31:11:05,  3.82s/it]
 37%|███▋      | 16909/46302 [17:55:56<31:11:43,  3.82s/it]
 37%|███▋      | 16910/46302 [17:56:00<31:11:44,  3.82s/it]
 37%|███▋      | 16911/46302 [17:56:04<31:10:27,  3.82s/it]
 37%|███▋      | 16912/46302 [17:56:08<31:11:02,  3.82s/it]
 37%|███▋      | 16913/46302 [17:56:11<31:11:08,  3.82s/it]
 37%|███▋      | 16914/46302 [17:56:15<31:11:18,  3.82s/it]
 37%|███▋      | 16915/46302 [17:56:19<31:11:19,  3.82s/it]
 37%|███▋      | 16916/46302 [17:56:23<31:11:02,  3.82s/it]
 37%|███▋      | 16917/46302 [17:56:27<31:11:05,  3.82s/it]
 37%|███▋      | 16918/46302 [17:56:30<31:11:20,  3.82s/it]
 37%|███▋      | 16919/46302 [17:56:34<31:11:46,  3.82s/it]
 37%|███▋      | 16920/46302 [17:56:38<31:12:17,  3.82s/it]
 37%|███▋      | 16921/46302 [17:56:42<31:11:49,  3.82s/it]
 37%|███▋      | 16922/46302 [17:56:46<31:11:55,  3.82s/it]
 37%|███▋      | 16923/46302 [17:56:50<31:11:24,  3.82s/it]
 37%|███▋      | 16924/46302 [17:56:53<31:11:35,  3.82s/it]
 37%|███▋      | 16925/46302 [17:56:57<31:11:16,  3.82s/it]
 37%|███▋      | 16926/46302 [17:57:01<31:10:54,  3.82s/it]
 37%|███▋      | 16927/46302 [17:57:05<31:11:56,  3.82s/it]
 37%|███▋      | 16928/46302 [17:57:09<31:11:49,  3.82s/it]
 37%|███▋      | 16929/46302 [17:57:12<31:11:29,  3.82s/it]
 37%|███▋      | 16930/46302 [17:57:16<31:10:33,  3.82s/it]
 37%|███▋      | 16931/46302 [17:57:20<31:10:18,  3.82s/it]
 37%|███▋      | 16932/46302 [17:57:24<31:10:23,  3.82s/it]
 37%|███▋      | 16933/46302 [17:57:28<31:09:58,  3.82s/it]
 37%|███▋      | 16934/46302 [17:57:32<31:09:32,  3.82s/it]
 37%|███▋      | 16935/46302 [17:57:35<31:08:05,  3.82s/it]
 37%|███▋      | 16936/46302 [17:57:39<31:08:31,  3.82s/it]
 37%|███▋      | 16937/46302 [17:57:43<31:08:41,  3.82s/it]
 37%|███▋      | 16938/46302 [17:57:47<31:08:53,  3.82s/it]
 37%|███▋      | 16939/46302 [17:57:51<31:09:11,  3.82s/it]
 37%|███▋      | 16940/46302 [17:57:54<31:06:44,  3.81s/it]
 37%|███▋      | 16941/46302 [17:57:58<31:07:50,  3.82s/it]
 37%|███▋      | 16942/46302 [17:58:02<31:08:32,  3.82s/it]
 37%|███▋      | 16943/46302 [17:58:06<31:08:31,  3.82s/it]
 37%|███▋      | 16944/46302 [17:58:10<31:08:18,  3.82s/it]
 37%|███▋      | 16945/46302 [17:58:14<31:09:30,  3.82s/it]
 37%|███▋      | 16946/46302 [17:58:17<31:09:10,  3.82s/it]
 37%|███▋      | 16947/46302 [17:58:21<31:09:16,  3.82s/it]
 37%|███▋      | 16948/46302 [17:58:25<31:09:42,  3.82s/it]
 37%|███▋      | 16949/46302 [17:58:29<31:09:29,  3.82s/it]
 37%|███▋      | 16950/46302 [17:58:33<31:09:22,  3.82s/it]
 37%|███▋      | 16951/46302 [17:58:37<31:08:46,  3.82s/it]
 37%|███▋      | 16952/46302 [17:58:40<31:09:01,  3.82s/it]
 37%|███▋      | 16953/46302 [17:58:44<31:09:36,  3.82s/it]
 37%|███▋      | 16954/46302 [17:58:48<31:08:45,  3.82s/it]
 37%|███▋      | 16955/46302 [17:58:52<31:08:38,  3.82s/it]
 37%|███▋      | 16956/46302 [17:58:56<31:08:11,  3.82s/it]
 37%|███▋      | 16957/46302 [17:58:59<31:08:09,  3.82s/it]
 37%|███▋      | 16958/46302 [17:59:03<31:06:15,  3.82s/it]
 37%|███▋      | 16959/46302 [17:59:07<31:07:08,  3.82s/it]
 37%|███▋      | 16960/46302 [17:59:11<31:06:35,  3.82s/it]
 37%|███▋      | 16961/46302 [17:59:15<31:07:22,  3.82s/it]
 37%|███▋      | 16962/46302 [17:59:19<31:07:01,  3.82s/it]
 37%|███▋      | 16963/46302 [17:59:22<31:07:47,  3.82s/it]
 37%|███▋      | 16964/46302 [17:59:26<31:08:00,  3.82s/it]
 37%|███▋      | 16965/46302 [17:59:30<31:08:09,  3.82s/it]
 37%|███▋      | 16966/46302 [17:59:34<31:06:51,  3.82s/it]
 37%|███▋      | 16967/46302 [17:59:38<31:06:42,  3.82s/it]
 37%|███▋      | 16968/46302 [17:59:41<31:07:38,  3.82s/it]
 37%|███▋      | 16969/46302 [17:59:45<31:07:13,  3.82s/it]
 37%|███▋      | 16970/46302 [17:59:49<31:07:27,  3.82s/it]
 37%|███▋      | 16971/46302 [17:59:53<31:05:20,  3.82s/it]
 37%|███▋      | 16972/46302 [17:59:57<31:05:17,  3.82s/it]
 37%|███▋      | 16973/46302 [18:00:01<31:05:23,  3.82s/it]
 37%|███▋      | 16974/46302 [18:00:04<31:05:03,  3.82s/it]
 37%|███▋      | 16975/46302 [18:00:08<31:05:37,  3.82s/it]
 37%|███▋      | 16976/46302 [18:00:12<31:05:46,  3.82s/it]
 37%|███▋      | 16977/46302 [18:00:16<31:06:15,  3.82s/it]
 37%|███▋      | 16978/46302 [18:00:20<31:06:31,  3.82s/it]
 37%|███▋      | 16979/46302 [18:00:23<31:06:51,  3.82s/it]
 37%|███▋      | 16980/46302 [18:00:27<31:06:55,  3.82s/it]
 37%|███▋      | 16981/46302 [18:00:31<31:06:36,  3.82s/it]
 37%|███▋      | 16982/46302 [18:00:35<31:06:22,  3.82s/it]
 37%|███▋      | 16983/46302 [18:00:39<31:06:18,  3.82s/it]
 37%|███▋      | 16984/46302 [18:00:43<31:06:39,  3.82s/it]
 37%|███▋      | 16985/46302 [18:00:46<31:06:45,  3.82s/it]
 37%|███▋      | 16986/46302 [18:00:50<31:06:05,  3.82s/it]
 37%|███▋      | 16987/46302 [18:00:54<31:06:39,  3.82s/it]
 37%|███▋      | 16988/46302 [18:00:58<31:06:47,  3.82s/it]
 37%|███▋      | 16989/46302 [18:01:02<31:06:25,  3.82s/it]
 37%|███▋      | 16990/46302 [18:01:05<31:06:26,  3.82s/it]
 37%|███▋      | 16991/46302 [18:01:09<31:06:48,  3.82s/it]
 37%|███▋      | 16992/46302 [18:01:13<31:05:48,  3.82s/it]
 37%|███▋      | 16993/46302 [18:01:17<31:06:12,  3.82s/it]
 37%|███▋      | 16994/46302 [18:01:21<31:06:10,  3.82s/it]
 37%|███▋      | 16995/46302 [18:01:25<31:06:01,  3.82s/it]
 37%|███▋      | 16996/46302 [18:01:28<31:06:13,  3.82s/it]
 37%|███▋      | 16997/46302 [18:01:32<31:05:37,  3.82s/it]
 37%|███▋      | 16998/46302 [18:01:36<31:05:38,  3.82s/it]
 37%|███▋      | 16999/46302 [18:01:40<31:05:57,  3.82s/it]
 37%|███▋      | 17000/46302 [18:01:44<31:05:38,  3.82s/it]
                                                           
{'loss': 3.3111, 'learning_rate': 0.0032340735508366077, 'epoch': 0.37}

 37%|███▋      | 17000/46302 [18:01:44<31:05:38,  3.82s/it]
 37%|███▋      | 17001/46302 [18:01:47<31:06:07,  3.82s/it]
 37%|███▋      | 17002/46302 [18:01:51<31:06:34,  3.82s/it]
 37%|███▋      | 17003/46302 [18:01:55<31:05:28,  3.82s/it]
 37%|███▋      | 17004/46302 [18:01:59<31:05:44,  3.82s/it]
 37%|███▋      | 17005/46302 [18:02:03<31:06:29,  3.82s/it]
 37%|███▋      | 17006/46302 [18:02:07<31:03:47,  3.82s/it]
 37%|███▋      | 17007/46302 [18:02:10<31:03:59,  3.82s/it]
 37%|███▋      | 17008/46302 [18:02:14<31:03:42,  3.82s/it]
 37%|███▋      | 17009/46302 [18:02:18<31:03:36,  3.82s/it]
 37%|███▋      | 17010/46302 [18:02:22<31:04:01,  3.82s/it]
 37%|███▋      | 17011/46302 [18:02:26<31:03:36,  3.82s/it]
 37%|███▋      | 17012/46302 [18:02:29<31:03:37,  3.82s/it]
 37%|███▋      | 17013/46302 [18:02:33<31:04:43,  3.82s/it]
 37%|███▋      | 17014/46302 [18:02:37<31:04:13,  3.82s/it]
 37%|███▋      | 17015/46302 [18:02:41<31:04:34,  3.82s/it]
 37%|███▋      | 17016/46302 [18:02:45<31:04:05,  3.82s/it]
 37%|███▋      | 17017/46302 [18:02:49<31:04:29,  3.82s/it]
 37%|███▋      | 17018/46302 [18:02:52<31:05:12,  3.82s/it]
 37%|███▋      | 17019/46302 [18:02:56<31:04:49,  3.82s/it]
 37%|███▋      | 17020/46302 [18:03:00<31:05:11,  3.82s/it]
 37%|███▋      | 17021/46302 [18:03:04<31:04:32,  3.82s/it]
 37%|███▋      | 17022/46302 [18:03:08<31:04:30,  3.82s/it]
 37%|███▋      | 17023/46302 [18:03:12<31:04:38,  3.82s/it]
 37%|███▋      | 17024/46302 [18:03:15<31:04:51,  3.82s/it]
 37%|███▋      | 17025/46302 [18:03:19<31:05:31,  3.82s/it]
 37%|███▋      | 17026/46302 [18:03:23<31:03:38,  3.82s/it]
 37%|███▋      | 17027/46302 [18:03:27<31:01:41,  3.82s/it]
 37%|███▋      | 17028/46302 [18:03:31<31:02:13,  3.82s/it]
 37%|███▋      | 17029/46302 [18:03:34<31:03:08,  3.82s/it]
 37%|███▋      | 17030/46302 [18:03:38<31:02:41,  3.82s/it]
 37%|███▋      | 17031/46302 [18:03:42<31:03:11,  3.82s/it]
 37%|███▋      | 17032/46302 [18:03:46<31:03:23,  3.82s/it]
 37%|███▋      | 17033/46302 [18:03:50<31:04:00,  3.82s/it]
 37%|███▋      | 17034/46302 [18:03:54<31:02:31,  3.82s/it]
 37%|███▋      | 17035/46302 [18:03:57<31:03:12,  3.82s/it]
 37%|███▋      | 17036/46302 [18:04:01<31:03:32,  3.82s/it]
 37%|███▋      | 17037/46302 [18:04:05<31:03:31,  3.82s/it]
 37%|███▋      | 17038/46302 [18:04:09<31:03:26,  3.82s/it]
 37%|███▋      | 17039/46302 [18:04:13<31:04:18,  3.82s/it]
 37%|███▋      | 17040/46302 [18:04:16<31:04:19,  3.82s/it]
 37%|███▋      | 17041/46302 [18:04:20<31:03:52,  3.82s/it]
 37%|███▋      | 17042/46302 [18:04:24<31:04:13,  3.82s/it]
 37%|███▋      | 17043/46302 [18:04:28<31:03:48,  3.82s/it]
 37%|███▋      | 17044/46302 [18:04:32<31:02:57,  3.82s/it]
 37%|███▋      | 17045/46302 [18:04:36<31:02:25,  3.82s/it]
 37%|███▋      | 17046/46302 [18:04:39<31:02:39,  3.82s/it]
 37%|███▋      | 17047/46302 [18:04:43<31:02:26,  3.82s/it]
 37%|███▋      | 17048/46302 [18:04:47<31:02:43,  3.82s/it]
 37%|███▋      | 17049/46302 [18:04:51<31:02:29,  3.82s/it]
 37%|███▋      | 17050/46302 [18:04:55<31:02:50,  3.82s/it]
 37%|███▋      | 17051/46302 [18:04:58<31:02:22,  3.82s/it]
 37%|███▋      | 17052/46302 [18:05:02<31:01:42,  3.82s/it]
 37%|███▋      | 17053/46302 [18:05:06<31:01:36,  3.82s/it]
 37%|███▋      | 17054/46302 [18:05:10<31:02:00,  3.82s/it]
 37%|███▋      | 17055/46302 [18:05:14<31:02:06,  3.82s/it]
 37%|███▋      | 17056/46302 [18:05:18<31:02:01,  3.82s/it]
 37%|███▋      | 17057/46302 [18:05:21<31:01:48,  3.82s/it]
 37%|███▋      | 17058/46302 [18:05:25<31:02:09,  3.82s/it]
 37%|███▋      | 17059/46302 [18:05:29<31:02:24,  3.82s/it]
 37%|███▋      | 17060/46302 [18:05:33<31:02:26,  3.82s/it]
 37%|███▋      | 17061/46302 [18:05:37<31:02:44,  3.82s/it]
 37%|███▋      | 17062/46302 [18:05:41<31:02:02,  3.82s/it]
 37%|███▋      | 17063/46302 [18:05:44<31:02:29,  3.82s/it]
 37%|███▋      | 17064/46302 [18:05:48<31:02:32,  3.82s/it]
 37%|███▋      | 17065/46302 [18:05:52<31:02:22,  3.82s/it]
 37%|███▋      | 17066/46302 [18:05:56<31:01:48,  3.82s/it]
 37%|███▋      | 17067/46302 [18:06:00<31:01:42,  3.82s/it]
 37%|███▋      | 17068/46302 [18:06:03<31:01:16,  3.82s/it]
 37%|███▋      | 17069/46302 [18:06:07<31:01:22,  3.82s/it]
 37%|███▋      | 17070/46302 [18:06:11<31:01:24,  3.82s/it]
 37%|███▋      | 17071/46302 [18:06:15<31:01:39,  3.82s/it]
 37%|███▋      | 17072/46302 [18:06:19<31:01:29,  3.82s/it]
 37%|███▋      | 17073/46302 [18:06:23<31:01:04,  3.82s/it]
 37%|███▋      | 17074/46302 [18:06:26<31:01:13,  3.82s/it]
 37%|███▋      | 17075/46302 [18:06:30<31:01:52,  3.82s/it]
 37%|███▋      | 17076/46302 [18:06:34<31:02:08,  3.82s/it]
 37%|███▋      | 17077/46302 [18:06:38<31:01:38,  3.82s/it]
 37%|███▋      | 17078/46302 [18:06:42<31:00:38,  3.82s/it]
 37%|███▋      | 17079/46302 [18:06:45<31:00:14,  3.82s/it]
 37%|███▋      | 17080/46302 [18:06:49<31:00:02,  3.82s/it]
 37%|███▋      | 17081/46302 [18:06:53<30:59:59,  3.82s/it]
 37%|███▋      | 17082/46302 [18:06:57<31:00:03,  3.82s/it]
 37%|███▋      | 17083/46302 [18:07:01<30:58:23,  3.82s/it]
 37%|███▋      | 17084/46302 [18:07:05<30:58:59,  3.82s/it]
 37%|███▋      | 17085/46302 [18:07:08<30:59:11,  3.82s/it]
 37%|███▋      | 17086/46302 [18:07:12<30:58:40,  3.82s/it]
 37%|███▋      | 17087/46302 [18:07:16<30:58:55,  3.82s/it]
 37%|███▋      | 17088/46302 [18:07:20<30:59:20,  3.82s/it]
 37%|███▋      | 17089/46302 [18:07:24<31:00:19,  3.82s/it]
 37%|███▋      | 17090/46302 [18:07:27<31:00:05,  3.82s/it]
 37%|███▋      | 17091/46302 [18:07:31<30:59:07,  3.82s/it]
 37%|███▋      | 17092/46302 [18:07:35<30:58:57,  3.82s/it]
 37%|███▋      | 17093/46302 [18:07:39<30:58:15,  3.82s/it]
 37%|███▋      | 17094/46302 [18:07:43<30:58:28,  3.82s/it]
 37%|███▋      | 17095/46302 [18:07:47<30:58:15,  3.82s/it]
 37%|███▋      | 17096/46302 [18:07:50<30:58:14,  3.82s/it]
 37%|███▋      | 17097/46302 [18:07:54<31:07:15,  3.84s/it]
 37%|███▋      | 17098/46302 [18:07:58<31:04:58,  3.83s/it]
 37%|███▋      | 17099/46302 [18:08:02<31:03:01,  3.83s/it]
 37%|███▋      | 17100/46302 [18:08:06<31:02:10,  3.83s/it]
 37%|███▋      | 17101/46302 [18:08:10<31:01:27,  3.82s/it]
 37%|███▋      | 17102/46302 [18:08:13<31:00:33,  3.82s/it]
 37%|███▋      | 17103/46302 [18:08:17<30:59:51,  3.82s/it]
 37%|███▋      | 17104/46302 [18:08:21<30:59:53,  3.82s/it]
 37%|███▋      | 17105/46302 [18:08:25<30:59:03,  3.82s/it]
 37%|███▋      | 17106/46302 [18:08:29<30:58:20,  3.82s/it]
 37%|███▋      | 17107/46302 [18:08:32<30:58:00,  3.82s/it]
 37%|███▋      | 17108/46302 [18:08:36<30:57:58,  3.82s/it]
 37%|███▋      | 17109/46302 [18:08:40<30:58:06,  3.82s/it]
 37%|███▋      | 17110/46302 [18:08:44<30:58:04,  3.82s/it]
 37%|███▋      | 17111/46302 [18:08:48<30:58:19,  3.82s/it]
 37%|███▋      | 17112/46302 [18:08:52<30:58:35,  3.82s/it]
 37%|███▋      | 17113/46302 [18:08:55<30:58:24,  3.82s/it]
 37%|███▋      | 17114/46302 [18:08:59<30:57:23,  3.82s/it]
 37%|███▋      | 17115/46302 [18:09:03<30:57:17,  3.82s/it]
 37%|███▋      | 17116/46302 [18:09:07<30:57:08,  3.82s/it]
 37%|███▋      | 17117/46302 [18:09:11<30:57:22,  3.82s/it]
 37%|███▋      | 17118/46302 [18:09:14<30:57:16,  3.82s/it]
 37%|███▋      | 17119/46302 [18:09:18<30:57:12,  3.82s/it]
 37%|███▋      | 17120/46302 [18:09:22<30:57:28,  3.82s/it]
 37%|███▋      | 17121/46302 [18:09:26<30:56:38,  3.82s/it]
 37%|███▋      | 17122/46302 [18:09:30<30:56:46,  3.82s/it]
 37%|███▋      | 17123/46302 [18:09:34<30:57:08,  3.82s/it]
 37%|███▋      | 17124/46302 [18:09:37<30:57:24,  3.82s/it]
 37%|███▋      | 17125/46302 [18:09:41<30:57:07,  3.82s/it]
 37%|███▋      | 17126/46302 [18:09:45<30:57:22,  3.82s/it]
 37%|███▋      | 17127/46302 [18:09:49<30:57:03,  3.82s/it]
 37%|███▋      | 17128/46302 [18:09:53<30:57:01,  3.82s/it]
 37%|███▋      | 17129/46302 [18:09:56<30:57:24,  3.82s/it]
 37%|███▋      | 17130/46302 [18:10:00<30:56:54,  3.82s/it]
 37%|███▋      | 17131/46302 [18:10:04<30:56:53,  3.82s/it]
 37%|███▋      | 17132/46302 [18:10:08<30:57:24,  3.82s/it]
 37%|███▋      | 17133/46302 [18:10:12<30:57:21,  3.82s/it]
 37%|███▋      | 17134/46302 [18:10:16<30:57:37,  3.82s/it]
 37%|███▋      | 17135/46302 [18:10:19<30:57:16,  3.82s/it]
 37%|███▋      | 17136/46302 [18:10:23<30:57:37,  3.82s/it]
 37%|███▋      | 17137/46302 [18:10:27<30:57:29,  3.82s/it]
 37%|███▋      | 17138/46302 [18:10:31<30:56:58,  3.82s/it]
 37%|███▋      | 17139/46302 [18:10:35<30:56:14,  3.82s/it]
 37%|███▋      | 17140/46302 [18:10:38<30:56:46,  3.82s/it]
 37%|███▋      | 17141/46302 [18:10:42<30:56:14,  3.82s/it]
 37%|███▋      | 17142/46302 [18:10:46<30:56:00,  3.82s/it]
 37%|███▋      | 17143/46302 [18:10:50<30:55:28,  3.82s/it]
 37%|███▋      | 17144/46302 [18:10:54<30:55:27,  3.82s/it]
 37%|███▋      | 17145/46302 [18:10:58<30:55:55,  3.82s/it]
 37%|███▋      | 17146/46302 [18:11:01<30:56:16,  3.82s/it]
 37%|███▋      | 17147/46302 [18:11:05<30:56:21,  3.82s/it]
 37%|███▋      | 17148/46302 [18:11:09<30:56:06,  3.82s/it]
 37%|███▋      | 17149/46302 [18:11:13<30:55:12,  3.82s/it]
 37%|███▋      | 17150/46302 [18:11:17<30:55:00,  3.82s/it]
 37%|███▋      | 17151/46302 [18:11:20<30:55:03,  3.82s/it]
 37%|███▋      | 17152/46302 [18:11:24<30:54:53,  3.82s/it]
 37%|███▋      | 17153/46302 [18:11:28<30:55:18,  3.82s/it]
 37%|███▋      | 17154/46302 [18:11:32<30:55:24,  3.82s/it]
 37%|███▋      | 17155/46302 [18:11:36<30:55:51,  3.82s/it]
 37%|███▋      | 17156/46302 [18:11:40<30:55:26,  3.82s/it]
 37%|███▋      | 17157/46302 [18:11:43<30:55:37,  3.82s/it]
 37%|███▋      | 17158/46302 [18:11:47<30:55:40,  3.82s/it]
 37%|███▋      | 17159/46302 [18:11:51<30:55:04,  3.82s/it]
 37%|███▋      | 17160/46302 [18:11:55<30:55:18,  3.82s/it]
 37%|███▋      | 17161/46302 [18:11:59<30:55:24,  3.82s/it]
 37%|███▋      | 17162/46302 [18:12:03<30:55:47,  3.82s/it]
 37%|███▋      | 17163/46302 [18:12:06<30:55:45,  3.82s/it]
 37%|███▋      | 17164/46302 [18:12:10<30:55:43,  3.82s/it]
 37%|███▋      | 17165/46302 [18:12:14<30:55:51,  3.82s/it]
 37%|███▋      | 17166/46302 [18:12:18<30:55:53,  3.82s/it]
 37%|███▋      | 17167/46302 [18:12:22<30:55:40,  3.82s/it]
 37%|███▋      | 17168/46302 [18:12:25<30:55:34,  3.82s/it]
 37%|███▋      | 17169/46302 [18:12:29<30:55:09,  3.82s/it]
 37%|███▋      | 17170/46302 [18:12:33<30:55:28,  3.82s/it]
 37%|███▋      | 17171/46302 [18:12:37<30:55:17,  3.82s/it]
 37%|███▋      | 17172/46302 [18:12:41<30:54:57,  3.82s/it]
 37%|███▋      | 17173/46302 [18:12:45<30:55:05,  3.82s/it]
 37%|███▋      | 17174/46302 [18:12:48<30:55:08,  3.82s/it]
 37%|███▋      | 17175/46302 [18:12:52<30:55:02,  3.82s/it]
 37%|███▋      | 17176/46302 [18:12:56<30:55:14,  3.82s/it]
 37%|███▋      | 17177/46302 [18:13:00<30:54:36,  3.82s/it]
 37%|███▋      | 17178/46302 [18:13:04<30:54:02,  3.82s/it]
 37%|███▋      | 17179/46302 [18:13:07<30:53:55,  3.82s/it]
 37%|███▋      | 17180/46302 [18:13:11<30:54:16,  3.82s/it]
 37%|███▋      | 17181/46302 [18:13:15<30:53:57,  3.82s/it]
 37%|███▋      | 17182/46302 [18:13:19<30:54:00,  3.82s/it]
 37%|███▋      | 17183/46302 [18:13:23<30:54:08,  3.82s/it]
 37%|███▋      | 17184/46302 [18:13:27<30:54:10,  3.82s/it]
 37%|███▋      | 17185/46302 [18:13:30<30:53:49,  3.82s/it]
 37%|███▋      | 17186/46302 [18:13:34<30:53:32,  3.82s/it]
 37%|███▋      | 17187/46302 [18:13:38<30:53:13,  3.82s/it]
 37%|███▋      | 17188/46302 [18:13:42<30:53:11,  3.82s/it]
 37%|███▋      | 17189/46302 [18:13:46<30:53:39,  3.82s/it]
 37%|███▋      | 17190/46302 [18:13:49<30:53:40,  3.82s/it]
 37%|███▋      | 17191/46302 [18:13:53<30:52:15,  3.82s/it]
 37%|███▋      | 17192/46302 [18:13:57<30:52:41,  3.82s/it]
 37%|███▋      | 17193/46302 [18:14:01<30:53:02,  3.82s/it]
 37%|███▋      | 17194/46302 [18:14:05<30:53:53,  3.82s/it]
 37%|███▋      | 17195/46302 [18:14:09<30:54:18,  3.82s/it]
 37%|███▋      | 17196/46302 [18:14:12<30:53:48,  3.82s/it]
 37%|███▋      | 17197/46302 [18:14:16<30:53:42,  3.82s/it]
 37%|███▋      | 17198/46302 [18:14:20<30:53:49,  3.82s/it]
 37%|███▋      | 17199/46302 [18:14:24<30:53:00,  3.82s/it]
 37%|███▋      | 17200/46302 [18:14:28<30:52:14,  3.82s/it]
 37%|███▋      | 17201/46302 [18:14:32<30:52:07,  3.82s/it]
 37%|███▋      | 17202/46302 [18:14:35<30:51:36,  3.82s/it]
 37%|███▋      | 17203/46302 [18:14:39<30:52:13,  3.82s/it]
 37%|███▋      | 17204/46302 [18:14:43<30:52:31,  3.82s/it]
 37%|███▋      | 17205/46302 [18:14:47<30:52:16,  3.82s/it]
 37%|███▋      | 17206/46302 [18:14:51<30:52:35,  3.82s/it]
 37%|███▋      | 17207/46302 [18:14:54<30:51:44,  3.82s/it]
 37%|███▋      | 17208/46302 [18:14:58<30:51:31,  3.82s/it]
 37%|███▋      | 17209/46302 [18:15:02<30:52:06,  3.82s/it]
 37%|███▋      | 17210/46302 [18:15:06<30:52:53,  3.82s/it]
 37%|███▋      | 17211/46302 [18:15:10<30:53:11,  3.82s/it]
 37%|███▋      | 17212/46302 [18:15:14<30:53:20,  3.82s/it]
 37%|███▋      | 17213/46302 [18:15:17<30:53:17,  3.82s/it]
 37%|███▋      | 17214/46302 [18:15:21<30:53:43,  3.82s/it]
 37%|███▋      | 17215/46302 [18:15:25<30:52:39,  3.82s/it]
 37%|███▋      | 17216/46302 [18:15:29<30:52:27,  3.82s/it]
 37%|███▋      | 17217/46302 [18:15:33<30:52:27,  3.82s/it]
 37%|███▋      | 17218/46302 [18:15:36<30:51:56,  3.82s/it]
 37%|███▋      | 17219/46302 [18:15:40<30:50:11,  3.82s/it]
 37%|███▋      | 17220/46302 [18:15:44<30:50:19,  3.82s/it]
 37%|███▋      | 17221/46302 [18:15:48<30:50:47,  3.82s/it]
 37%|███▋      | 17222/46302 [18:15:52<30:51:08,  3.82s/it]
 37%|███▋      | 17223/46302 [18:15:56<30:51:46,  3.82s/it]
 37%|███▋      | 17224/46302 [18:15:59<30:51:20,  3.82s/it]
 37%|███▋      | 17225/46302 [18:16:03<30:50:53,  3.82s/it]
 37%|███▋      | 17226/46302 [18:16:07<30:48:09,  3.81s/it]
 37%|███▋      | 17227/46302 [18:16:11<30:47:48,  3.81s/it]
 37%|███▋      | 17228/46302 [18:16:15<30:49:09,  3.82s/it]
 37%|███▋      | 17229/46302 [18:16:18<30:50:14,  3.82s/it]
 37%|███▋      | 17230/46302 [18:16:22<30:50:01,  3.82s/it]
 37%|███▋      | 17231/46302 [18:16:26<30:50:41,  3.82s/it]
 37%|███▋      | 17232/46302 [18:16:30<30:49:27,  3.82s/it]
 37%|███▋      | 17233/46302 [18:16:34<30:49:20,  3.82s/it]
 37%|███▋      | 17234/46302 [18:16:38<30:48:33,  3.82s/it]
 37%|███▋      | 17235/46302 [18:16:41<30:49:36,  3.82s/it]
 37%|███▋      | 17236/46302 [18:16:45<30:50:12,  3.82s/it]
 37%|███▋      | 17237/46302 [18:16:49<30:48:27,  3.82s/it]
 37%|███▋      | 17238/46302 [18:16:53<30:49:33,  3.82s/it]
 37%|███▋      | 17239/46302 [18:16:57<30:49:37,  3.82s/it]
 37%|███▋      | 17240/46302 [18:17:00<30:50:25,  3.82s/it]
 37%|███▋      | 17241/46302 [18:17:04<30:49:14,  3.82s/it]
 37%|███▋      | 17242/46302 [18:17:08<30:49:40,  3.82s/it]
 37%|███▋      | 17243/46302 [18:17:12<30:48:28,  3.82s/it]
 37%|███▋      | 17244/46302 [18:17:16<30:49:43,  3.82s/it]
 37%|███▋      | 17245/46302 [18:17:20<30:49:41,  3.82s/it]
 37%|███▋      | 17246/46302 [18:17:23<30:49:52,  3.82s/it]
 37%|███▋      | 17247/46302 [18:17:27<30:49:55,  3.82s/it]
 37%|███▋      | 17248/46302 [18:17:31<30:49:32,  3.82s/it]
 37%|███▋      | 17249/46302 [18:17:35<30:49:00,  3.82s/it]
 37%|███▋      | 17250/46302 [18:17:39<30:49:45,  3.82s/it]
 37%|███▋      | 17251/46302 [18:17:42<30:49:28,  3.82s/it]
 37%|███▋      | 17252/46302 [18:17:46<30:49:38,  3.82s/it]
 37%|███▋      | 17253/46302 [18:17:50<30:50:13,  3.82s/it]
 37%|███▋      | 17254/46302 [18:17:54<30:50:25,  3.82s/it]
 37%|███▋      | 17255/46302 [18:17:58<30:50:26,  3.82s/it]
 37%|███▋      | 17256/46302 [18:18:02<30:50:30,  3.82s/it]
 37%|███▋      | 17257/46302 [18:18:05<30:49:31,  3.82s/it]
 37%|███▋      | 17258/46302 [18:18:09<30:49:30,  3.82s/it]
 37%|███▋      | 17259/46302 [18:18:13<30:48:44,  3.82s/it]
 37%|███▋      | 17260/46302 [18:18:17<30:47:55,  3.82s/it]
 37%|███▋      | 17261/46302 [18:18:21<30:47:28,  3.82s/it]
 37%|███▋      | 17262/46302 [18:18:24<30:47:03,  3.82s/it]
 37%|███▋      | 17263/46302 [18:18:28<30:47:15,  3.82s/it]
 37%|███▋      | 17264/46302 [18:18:32<30:46:34,  3.82s/it]
 37%|███▋      | 17265/46302 [18:18:36<30:46:05,  3.81s/it]
 37%|███▋      | 17266/46302 [18:18:40<30:46:18,  3.82s/it]
 37%|███▋      | 17267/46302 [18:18:44<30:46:43,  3.82s/it]
 37%|███▋      | 17268/46302 [18:18:47<30:46:38,  3.82s/it]
 37%|███▋      | 17269/46302 [18:18:51<30:46:04,  3.82s/it]
 37%|███▋      | 17270/46302 [18:18:55<30:46:10,  3.82s/it]
 37%|███▋      | 17271/46302 [18:18:59<30:45:37,  3.81s/it]
 37%|███▋      | 17272/46302 [18:19:03<30:46:15,  3.82s/it]
 37%|███▋      | 17273/46302 [18:19:06<30:45:55,  3.82s/it]
 37%|███▋      | 17274/46302 [18:19:10<30:46:21,  3.82s/it]
 37%|███▋      | 17275/46302 [18:19:14<30:46:08,  3.82s/it]
 37%|███▋      | 17276/46302 [18:19:18<30:46:17,  3.82s/it]
 37%|███▋      | 17277/46302 [18:19:22<30:45:31,  3.82s/it]
 37%|███▋      | 17278/46302 [18:19:26<30:44:49,  3.81s/it]
 37%|███▋      | 17279/46302 [18:19:29<30:44:40,  3.81s/it]
 37%|███▋      | 17280/46302 [18:19:33<30:44:25,  3.81s/it]
 37%|███▋      | 17281/46302 [18:19:37<30:44:52,  3.81s/it]
 37%|███▋      | 17282/46302 [18:19:41<30:45:13,  3.82s/it]
 37%|███▋      | 17283/46302 [18:19:45<30:44:58,  3.81s/it]
 37%|███▋      | 17284/46302 [18:19:48<30:44:51,  3.81s/it]
 37%|███▋      | 17285/46302 [18:19:52<30:44:31,  3.81s/it]
 37%|███▋      | 17286/46302 [18:19:56<30:44:29,  3.81s/it]
 37%|███▋      | 17287/46302 [18:20:00<30:44:16,  3.81s/it]
 37%|███▋      | 17288/46302 [18:20:04<30:44:56,  3.82s/it]
 37%|███▋      | 17289/46302 [18:20:07<30:44:41,  3.81s/it]
 37%|███▋      | 17290/46302 [18:20:11<30:44:28,  3.81s/it]
 37%|███▋      | 17291/46302 [18:20:15<30:45:00,  3.82s/it]
 37%|███▋      | 17292/46302 [18:20:19<30:45:38,  3.82s/it]
 37%|███▋      | 17293/46302 [18:20:23<30:44:28,  3.81s/it]
 37%|███▋      | 17294/46302 [18:20:27<30:44:58,  3.82s/it]
 37%|███▋      | 17295/46302 [18:20:30<30:44:46,  3.82s/it]
 37%|███▋      | 17296/46302 [18:20:34<30:42:56,  3.81s/it]
 37%|███▋      | 17297/46302 [18:20:38<30:43:59,  3.81s/it]
 37%|███▋      | 17298/46302 [18:20:42<30:44:14,  3.82s/it]
 37%|███▋      | 17299/46302 [18:20:46<30:43:50,  3.81s/it]
 37%|███▋      | 17300/46302 [18:20:49<30:43:31,  3.81s/it]
 37%|███▋      | 17301/46302 [18:20:53<30:43:24,  3.81s/it]
 37%|███▋      | 17302/46302 [18:20:57<30:42:13,  3.81s/it]
 37%|███▋      | 17303/46302 [18:21:01<30:41:47,  3.81s/it]
 37%|███▋      | 17304/46302 [18:21:05<30:42:05,  3.81s/it]
 37%|███▋      | 17305/46302 [18:21:09<30:44:54,  3.82s/it]
 37%|███▋      | 17306/46302 [18:21:12<30:46:31,  3.82s/it]
 37%|███▋      | 17307/46302 [18:21:16<30:42:49,  3.81s/it]
 37%|███▋      | 17308/46302 [18:21:20<30:43:34,  3.82s/it]
 37%|███▋      | 17309/46302 [18:21:24<30:43:03,  3.81s/it]
 37%|███▋      | 17310/46302 [18:21:28<30:40:49,  3.81s/it]
 37%|███▋      | 17311/46302 [18:21:31<30:39:52,  3.81s/it]
 37%|███▋      | 17312/46302 [18:21:35<30:40:44,  3.81s/it]
 37%|███▋      | 17313/46302 [18:21:39<30:39:55,  3.81s/it]
 37%|███▋      | 17314/46302 [18:21:43<30:40:49,  3.81s/it]
 37%|███▋      | 17315/46302 [18:21:47<30:42:25,  3.81s/it]
 37%|███▋      | 17316/46302 [18:21:50<30:43:44,  3.82s/it]
 37%|███▋      | 17317/46302 [18:21:54<30:44:28,  3.82s/it]
 37%|███▋      | 17318/46302 [18:21:58<30:44:15,  3.82s/it]
 37%|███▋      | 17319/46302 [18:22:02<30:44:10,  3.82s/it]
 37%|███▋      | 17320/46302 [18:22:06<30:44:47,  3.82s/it]
 37%|███▋      | 17321/46302 [18:22:10<30:45:19,  3.82s/it]
 37%|███▋      | 17322/46302 [18:22:13<30:44:48,  3.82s/it]
 37%|███▋      | 17323/46302 [18:22:17<30:44:46,  3.82s/it]
 37%|███▋      | 17324/46302 [18:22:21<30:44:59,  3.82s/it]
 37%|███▋      | 17325/46302 [18:22:25<30:44:48,  3.82s/it]
 37%|███▋      | 17326/46302 [18:22:29<30:44:49,  3.82s/it]
 37%|███▋      | 17327/46302 [18:22:32<30:44:31,  3.82s/it]
 37%|███▋      | 17328/46302 [18:22:36<30:44:21,  3.82s/it]
 37%|███▋      | 17329/46302 [18:22:40<30:43:38,  3.82s/it]
 37%|███▋      | 17330/46302 [18:22:44<30:43:23,  3.82s/it]
 37%|███▋      | 17331/46302 [18:22:48<30:43:34,  3.82s/it]
 37%|███▋      | 17332/46302 [18:22:52<30:43:42,  3.82s/it]
 37%|███▋      | 17333/46302 [18:22:55<30:43:22,  3.82s/it]
 37%|███▋      | 17334/46302 [18:22:59<30:43:13,  3.82s/it]
 37%|███▋      | 17335/46302 [18:23:03<30:43:26,  3.82s/it]
 37%|███▋      | 17336/46302 [18:23:07<30:43:32,  3.82s/it]
 37%|███▋      | 17337/46302 [18:23:11<30:44:00,  3.82s/it]
 37%|███▋      | 17338/46302 [18:23:14<30:44:06,  3.82s/it]
 37%|███▋      | 17339/46302 [18:23:18<30:44:00,  3.82s/it]
 37%|███▋      | 17340/46302 [18:23:22<30:43:37,  3.82s/it]
 37%|███▋      | 17341/46302 [18:23:26<30:43:04,  3.82s/it]
 37%|███▋      | 17342/46302 [18:23:30<30:43:08,  3.82s/it]
 37%|███▋      | 17343/46302 [18:23:34<30:42:26,  3.82s/it]
 37%|███▋      | 17344/46302 [18:23:37<30:42:17,  3.82s/it]
 37%|███▋      | 17345/46302 [18:23:41<30:42:30,  3.82s/it]
 37%|███▋      | 17346/46302 [18:23:45<30:42:08,  3.82s/it]
 37%|███▋      | 17347/46302 [18:23:49<30:41:59,  3.82s/it]
 37%|███▋      | 17348/46302 [18:23:53<30:42:03,  3.82s/it]
 37%|███▋      | 17349/46302 [18:23:56<30:41:11,  3.82s/it]
 37%|███▋      | 17350/46302 [18:24:00<30:40:51,  3.81s/it]
 37%|███▋      | 17351/46302 [18:24:04<30:41:28,  3.82s/it]
 37%|███▋      | 17352/46302 [18:24:08<30:41:26,  3.82s/it]
 37%|███▋      | 17353/46302 [18:24:12<30:41:38,  3.82s/it]
 37%|███▋      | 17354/46302 [18:24:16<30:42:14,  3.82s/it]
 37%|███▋      | 17355/46302 [18:24:19<30:42:22,  3.82s/it]
 37%|███▋      | 17356/46302 [18:24:23<30:42:35,  3.82s/it]
 37%|███▋      | 17357/46302 [18:24:27<30:42:48,  3.82s/it]
 37%|███▋      | 17358/46302 [18:24:31<30:42:49,  3.82s/it]
 37%|███▋      | 17359/46302 [18:24:35<30:42:58,  3.82s/it]
 37%|███▋      | 17360/46302 [18:24:38<30:42:58,  3.82s/it]
 37%|███▋      | 17361/46302 [18:24:42<30:42:12,  3.82s/it]
 37%|███▋      | 17362/46302 [18:24:46<30:41:56,  3.82s/it]
 37%|███▋      | 17363/46302 [18:24:50<30:42:31,  3.82s/it]
 38%|███▊      | 17364/46302 [18:24:54<30:42:49,  3.82s/it]
 38%|███▊      | 17365/46302 [18:24:58<30:42:01,  3.82s/it]
 38%|███▊      | 17366/46302 [18:25:01<30:42:21,  3.82s/it]
 38%|███▊      | 17367/46302 [18:25:05<30:42:12,  3.82s/it]
 38%|███▊      | 17368/46302 [18:25:09<30:41:43,  3.82s/it]
 38%|███▊      | 17369/46302 [18:25:13<30:42:04,  3.82s/it]
 38%|███▊      | 17370/46302 [18:25:17<30:41:54,  3.82s/it]
 38%|███▊      | 17371/46302 [18:25:20<30:42:06,  3.82s/it]
 38%|███▊      | 17372/46302 [18:25:24<30:41:59,  3.82s/it]
 38%|███▊      | 17373/46302 [18:25:28<30:41:49,  3.82s/it]
 38%|███▊      | 17374/46302 [18:25:32<30:41:56,  3.82s/it]
 38%|███▊      | 17375/46302 [18:25:36<30:41:46,  3.82s/it]
 38%|███▊      | 17376/46302 [18:25:40<30:41:58,  3.82s/it]
 38%|███▊      | 17377/46302 [18:25:43<30:41:11,  3.82s/it]
 38%|███▊      | 17378/46302 [18:25:47<30:40:45,  3.82s/it]
 38%|███▊      | 17379/46302 [18:25:51<30:40:30,  3.82s/it]
 38%|███▊      | 17380/46302 [18:25:55<30:40:58,  3.82s/it]
 38%|███▊      | 17381/46302 [18:25:59<30:41:14,  3.82s/it]
 38%|███▊      | 17382/46302 [18:26:03<30:40:29,  3.82s/it]
 38%|███▊      | 17383/46302 [18:26:06<30:39:55,  3.82s/it]
 38%|███▊      | 17384/46302 [18:26:10<30:39:58,  3.82s/it]
 38%|███▊      | 17385/46302 [18:26:14<30:39:44,  3.82s/it]
 38%|███▊      | 17386/46302 [18:26:18<30:39:52,  3.82s/it]
 38%|███▊      | 17387/46302 [18:26:22<30:39:40,  3.82s/it]
 38%|███▊      | 17388/46302 [18:26:25<30:40:07,  3.82s/it]
 38%|███▊      | 17389/46302 [18:26:29<30:39:54,  3.82s/it]
 38%|███▊      | 17390/46302 [18:26:33<30:40:27,  3.82s/it]
 38%|███▊      | 17391/46302 [18:26:37<30:40:34,  3.82s/it]
 38%|███▊      | 17392/46302 [18:26:41<30:40:19,  3.82s/it]
 38%|███▊      | 17393/46302 [18:26:45<30:40:37,  3.82s/it]
 38%|███▊      | 17394/46302 [18:26:48<30:40:35,  3.82s/it]
 38%|███▊      | 17395/46302 [18:26:52<30:40:05,  3.82s/it]
 38%|███▊      | 17396/46302 [18:26:56<30:39:49,  3.82s/it]
 38%|███▊      | 17397/46302 [18:27:00<30:39:34,  3.82s/it]
 38%|███▊      | 17398/46302 [18:27:04<30:40:11,  3.82s/it]
 38%|███▊      | 17399/46302 [18:27:07<30:39:53,  3.82s/it]
 38%|███▊      | 17400/46302 [18:27:11<30:40:38,  3.82s/it]
 38%|███▊      | 17401/46302 [18:27:15<30:40:44,  3.82s/it]
 38%|███▊      | 17402/46302 [18:27:19<30:40:47,  3.82s/it]
 38%|███▊      | 17403/46302 [18:27:23<30:40:43,  3.82s/it]
 38%|███▊      | 17404/46302 [18:27:27<30:39:59,  3.82s/it]
 38%|███▊      | 17405/46302 [18:27:30<30:40:01,  3.82s/it]
 38%|███▊      | 17406/46302 [18:27:34<30:39:59,  3.82s/it]
 38%|███▊      | 17407/46302 [18:27:38<30:40:09,  3.82s/it]
 38%|███▊      | 17408/46302 [18:27:42<30:40:15,  3.82s/it]
 38%|███▊      | 17409/46302 [18:27:46<30:40:20,  3.82s/it]
 38%|███▊      | 17410/46302 [18:27:49<30:40:14,  3.82s/it]
 38%|███▊      | 17411/46302 [18:27:53<30:39:41,  3.82s/it]
 38%|███▊      | 17412/46302 [18:27:57<30:39:50,  3.82s/it]
 38%|███▊      | 17413/46302 [18:28:01<30:39:26,  3.82s/it]
 38%|███▊      | 17414/46302 [18:28:05<30:39:55,  3.82s/it]
 38%|███▊      | 17415/46302 [18:28:09<30:39:58,  3.82s/it]
 38%|███▊      | 17416/46302 [18:28:12<30:40:06,  3.82s/it]
 38%|███▊      | 17417/46302 [18:28:16<30:39:47,  3.82s/it]
 38%|███▊      | 17418/46302 [18:28:20<30:39:56,  3.82s/it]
 38%|███▊      | 17419/46302 [18:28:24<30:38:12,  3.82s/it]
 38%|███▊      | 17420/46302 [18:28:28<30:37:30,  3.82s/it]
 38%|███▊      | 17421/46302 [18:28:31<30:38:09,  3.82s/it]
 38%|███▊      | 17422/46302 [18:28:35<30:38:26,  3.82s/it]
 38%|███▊      | 17423/46302 [18:28:39<30:38:22,  3.82s/it]
 38%|███▊      | 17424/46302 [18:28:43<30:38:48,  3.82s/it]
 38%|███▊      | 17425/46302 [18:28:47<30:38:52,  3.82s/it]
 38%|███▊      | 17426/46302 [18:28:51<30:39:21,  3.82s/it]
 38%|███▊      | 17427/46302 [18:28:54<30:39:26,  3.82s/it]
 38%|███▊      | 17428/46302 [18:28:58<30:40:40,  3.82s/it]
 38%|███▊      | 17429/46302 [18:29:02<30:40:02,  3.82s/it]
 38%|███▊      | 17430/46302 [18:29:06<30:39:15,  3.82s/it]
 38%|███▊      | 17431/46302 [18:29:10<30:39:08,  3.82s/it]
 38%|███▊      | 17432/46302 [18:29:14<30:39:22,  3.82s/it]
 38%|███▊      | 17433/46302 [18:29:17<30:38:58,  3.82s/it]
 38%|███▊      | 17434/46302 [18:29:21<30:53:59,  3.85s/it]
 38%|███▊      | 17435/46302 [18:29:25<30:53:32,  3.85s/it]
 38%|███▊      | 17436/46302 [18:29:29<30:43:37,  3.83s/it]
 38%|███▊      | 17437/46302 [18:29:33<30:40:29,  3.83s/it]
 38%|███▊      | 17438/46302 [18:29:37<30:39:14,  3.82s/it]
 38%|███▊      | 17439/46302 [18:29:40<30:38:58,  3.82s/it]
 38%|███▊      | 17440/46302 [18:29:44<30:38:39,  3.82s/it]
 38%|███▊      | 17441/46302 [18:29:48<30:38:00,  3.82s/it]
 38%|███▊      | 17442/46302 [18:29:52<30:38:11,  3.82s/it]
 38%|███▊      | 17443/46302 [18:29:56<30:38:18,  3.82s/it]
 38%|███▊      | 17444/46302 [18:29:59<30:38:02,  3.82s/it]
 38%|███▊      | 17445/46302 [18:30:03<30:37:59,  3.82s/it]
 38%|███▊      | 17446/46302 [18:30:07<30:37:51,  3.82s/it]
 38%|███▊      | 17447/46302 [18:30:11<30:37:52,  3.82s/it]
 38%|███▊      | 17448/46302 [18:30:15<30:37:31,  3.82s/it]
 38%|███▊      | 17449/46302 [18:30:19<30:37:42,  3.82s/it]
 38%|███▊      | 17450/46302 [18:30:22<30:36:52,  3.82s/it]
 38%|███▊      | 17451/46302 [18:30:26<30:36:55,  3.82s/it]
 38%|███▊      | 17452/46302 [18:30:30<30:36:42,  3.82s/it]
 38%|███▊      | 17453/46302 [18:30:34<30:36:40,  3.82s/it]
 38%|███▊      | 17454/46302 [18:30:38<30:36:31,  3.82s/it]
 38%|███▊      | 17455/46302 [18:30:42<30:38:30,  3.82s/it]
 38%|███▊      | 17456/46302 [18:30:45<30:37:52,  3.82s/it]
 38%|███▊      | 17457/46302 [18:30:49<30:37:32,  3.82s/it]
 38%|███▊      | 17458/46302 [18:30:53<30:37:50,  3.82s/it]
 38%|███▊      | 17459/46302 [18:30:57<30:37:26,  3.82s/it]
 38%|███▊      | 17460/46302 [18:31:01<30:36:57,  3.82s/it]
 38%|███▊      | 17461/46302 [18:31:04<30:36:47,  3.82s/it]
 38%|███▊      | 17462/46302 [18:31:08<30:36:18,  3.82s/it]
 38%|███▊      | 17463/46302 [18:31:12<30:36:28,  3.82s/it]
 38%|███▊      | 17464/46302 [18:31:16<30:36:58,  3.82s/it]
 38%|███▊      | 17465/46302 [18:31:20<30:36:45,  3.82s/it]
 38%|███▊      | 17466/46302 [18:31:24<30:36:00,  3.82s/it]
 38%|███▊      | 17467/46302 [18:31:27<30:35:29,  3.82s/it]
 38%|███▊      | 17468/46302 [18:31:31<30:35:02,  3.82s/it]
 38%|███▊      | 17469/46302 [18:31:35<30:34:38,  3.82s/it]
 38%|███▊      | 17470/46302 [18:31:39<30:34:53,  3.82s/it]
 38%|███▊      | 17471/46302 [18:31:43<30:35:35,  3.82s/it]
 38%|███▊      | 17472/46302 [18:31:46<30:36:02,  3.82s/it]
 38%|███▊      | 17473/46302 [18:31:50<30:36:01,  3.82s/it]
 38%|███▊      | 17474/46302 [18:31:54<30:36:02,  3.82s/it]
 38%|███▊      | 17475/46302 [18:31:58<30:35:37,  3.82s/it]
 38%|███▊      | 17476/46302 [18:32:02<30:36:06,  3.82s/it]
 38%|███▊      | 17477/46302 [18:32:06<30:35:46,  3.82s/it]
 38%|███▊      | 17478/46302 [18:32:09<30:34:58,  3.82s/it]
 38%|███▊      | 17479/46302 [18:32:13<30:35:16,  3.82s/it]
 38%|███▊      | 17480/46302 [18:32:17<30:35:01,  3.82s/it]
 38%|███▊      | 17481/46302 [18:32:21<30:34:17,  3.82s/it]
 38%|███▊      | 17482/46302 [18:32:25<30:34:11,  3.82s/it]
 38%|███▊      | 17483/46302 [18:32:28<30:33:55,  3.82s/it]
 38%|███▊      | 17484/46302 [18:32:32<30:33:57,  3.82s/it]
 38%|███▊      | 17485/46302 [18:32:36<30:33:52,  3.82s/it]
 38%|███▊      | 17486/46302 [18:32:40<30:33:45,  3.82s/it]
 38%|███▊      | 17487/46302 [18:32:44<30:33:51,  3.82s/it]
 38%|███▊      | 17488/46302 [18:32:48<30:33:36,  3.82s/it]
 38%|███▊      | 17489/46302 [18:32:51<30:33:07,  3.82s/it]
 38%|███▊      | 17490/46302 [18:32:55<30:33:23,  3.82s/it]
 38%|███▊      | 17491/46302 [18:32:59<30:33:55,  3.82s/it]
 38%|███▊      | 17492/46302 [18:33:03<30:35:09,  3.82s/it]
 38%|███▊      | 17493/46302 [18:33:07<30:35:00,  3.82s/it]
 38%|███▊      | 17494/46302 [18:33:10<30:34:28,  3.82s/it]
 38%|███▊      | 17495/46302 [18:33:14<30:34:11,  3.82s/it]
 38%|███▊      | 17496/46302 [18:33:18<30:35:35,  3.82s/it]
 38%|███▊      | 17497/46302 [18:33:22<30:34:17,  3.82s/it]
 38%|███▊      | 17498/46302 [18:33:26<30:34:23,  3.82s/it]
 38%|███▊      | 17499/46302 [18:33:30<30:34:31,  3.82s/it]
 38%|███▊      | 17500/46302 [18:33:33<30:34:02,  3.82s/it]
                                                           
{'loss': 3.3028, 'learning_rate': 0.003178888349300252, 'epoch': 0.38}

 38%|███▊      | 17500/46302 [18:33:33<30:34:02,  3.82s/it]
 38%|███▊      | 17501/46302 [18:33:37<30:34:24,  3.82s/it]
 38%|███▊      | 17502/46302 [18:33:41<30:33:32,  3.82s/it]
 38%|███▊      | 17503/46302 [18:33:45<30:33:25,  3.82s/it]
 38%|███▊      | 17504/46302 [18:33:49<30:33:04,  3.82s/it]
 38%|███▊      | 17505/46302 [18:33:53<30:33:11,  3.82s/it]
 38%|███▊      | 17506/46302 [18:33:56<30:33:01,  3.82s/it]
 38%|███▊      | 17507/46302 [18:34:00<30:33:15,  3.82s/it]
 38%|███▊      | 17508/46302 [18:34:04<30:33:27,  3.82s/it]
 38%|███▊      | 17509/46302 [18:34:08<30:33:54,  3.82s/it]
 38%|███▊      | 17510/46302 [18:34:12<30:34:20,  3.82s/it]
 38%|███▊      | 17511/46302 [18:34:15<30:34:23,  3.82s/it]
 38%|███▊      | 17512/46302 [18:34:19<30:34:04,  3.82s/it]
 38%|███▊      | 17513/46302 [18:34:23<30:34:20,  3.82s/it]
 38%|███▊      | 17514/46302 [18:34:27<30:33:36,  3.82s/it]
 38%|███▊      | 17515/46302 [18:34:31<30:33:23,  3.82s/it]
 38%|███▊      | 17516/46302 [18:34:35<30:33:15,  3.82s/it]
 38%|███▊      | 17517/46302 [18:34:38<30:33:33,  3.82s/it]
 38%|███▊      | 17518/46302 [18:34:42<30:33:53,  3.82s/it]
 38%|███▊      | 17519/46302 [18:34:46<30:33:50,  3.82s/it]
 38%|███▊      | 17520/46302 [18:34:50<30:33:21,  3.82s/it]
 38%|███▊      | 17521/46302 [18:34:54<30:33:35,  3.82s/it]
 38%|███▊      | 17522/46302 [18:34:57<30:33:58,  3.82s/it]
 38%|███▊      | 17523/46302 [18:35:01<30:33:09,  3.82s/it]
 38%|███▊      | 17524/46302 [18:35:05<30:32:18,  3.82s/it]
 38%|███▊      | 17525/46302 [18:35:09<30:32:18,  3.82s/it]
 38%|███▊      | 17526/46302 [18:35:13<30:32:13,  3.82s/it]
 38%|███▊      | 17527/46302 [18:35:17<30:32:29,  3.82s/it]
 38%|███▊      | 17528/46302 [18:35:20<30:32:03,  3.82s/it]
 38%|███▊      | 17529/46302 [18:35:24<30:31:59,  3.82s/it]
 38%|███▊      | 17530/46302 [18:35:28<30:32:22,  3.82s/it]
 38%|███▊      | 17531/46302 [18:35:32<30:32:00,  3.82s/it]
 38%|███▊      | 17532/46302 [18:35:36<30:31:16,  3.82s/it]
 38%|███▊      | 17533/46302 [18:35:40<30:31:39,  3.82s/it]
 38%|███▊      | 17534/46302 [18:35:43<30:31:35,  3.82s/it]
 38%|███▊      | 17535/46302 [18:35:47<30:32:01,  3.82s/it]
 38%|███▊      | 17536/46302 [18:35:51<30:31:21,  3.82s/it]
 38%|███▊      | 17537/46302 [18:35:55<30:31:41,  3.82s/it]
 38%|███▊      | 17538/46302 [18:35:59<30:31:27,  3.82s/it]
 38%|███▊      | 17539/46302 [18:36:02<30:31:21,  3.82s/it]
 38%|███▊      | 17540/46302 [18:36:06<30:28:26,  3.81s/it]
 38%|███▊      | 17541/46302 [18:36:10<30:29:58,  3.82s/it]
 38%|███▊      | 17542/46302 [18:36:14<30:30:26,  3.82s/it]
 38%|███▊      | 17543/46302 [18:36:18<30:30:41,  3.82s/it]
 38%|███▊      | 17544/46302 [18:36:22<30:30:55,  3.82s/it]
 38%|███▊      | 17545/46302 [18:36:25<30:30:50,  3.82s/it]
 38%|███▊      | 17546/46302 [18:36:29<30:31:11,  3.82s/it]
 38%|███▊      | 17547/46302 [18:36:33<30:30:59,  3.82s/it]
 38%|███▊      | 17548/46302 [18:36:37<30:30:33,  3.82s/it]
 38%|███▊      | 17549/46302 [18:36:41<30:30:42,  3.82s/it]
 38%|███▊      | 17550/46302 [18:36:44<30:30:01,  3.82s/it]
 38%|███▊      | 17551/46302 [18:36:48<30:30:10,  3.82s/it]
 38%|███▊      | 17552/46302 [18:36:52<30:30:10,  3.82s/it]
 38%|███▊      | 17553/46302 [18:36:56<30:30:51,  3.82s/it]
 38%|███▊      | 17554/46302 [18:37:00<30:30:54,  3.82s/it]
 38%|███▊      | 17555/46302 [18:37:04<30:30:37,  3.82s/it]
 38%|███▊      | 17556/46302 [18:37:07<30:30:32,  3.82s/it]
 38%|███▊      | 17557/46302 [18:37:11<30:29:51,  3.82s/it]
 38%|███▊      | 17558/46302 [18:37:15<30:29:38,  3.82s/it]
 38%|███▊      | 17559/46302 [18:37:19<30:29:11,  3.82s/it]
 38%|███▊      | 17560/46302 [18:37:23<30:28:59,  3.82s/it]
 38%|███▊      | 17561/46302 [18:37:26<30:28:49,  3.82s/it]
 38%|███▊      | 17562/46302 [18:37:30<30:28:32,  3.82s/it]
 38%|███▊      | 17563/46302 [18:37:34<30:28:53,  3.82s/it]
 38%|███▊      | 17564/46302 [18:37:38<30:29:01,  3.82s/it]
 38%|███▊      | 17565/46302 [18:37:42<30:29:01,  3.82s/it]
 38%|███▊      | 17566/46302 [18:37:46<30:28:59,  3.82s/it]
 38%|███▊      | 17567/46302 [18:37:49<30:28:59,  3.82s/it]
 38%|███▊      | 17568/46302 [18:37:53<30:28:42,  3.82s/it]
 38%|███▊      | 17569/46302 [18:37:57<30:29:04,  3.82s/it]
 38%|███▊      | 17570/46302 [18:38:01<30:28:43,  3.82s/it]
 38%|███▊      | 17571/46302 [18:38:05<30:29:09,  3.82s/it]
 38%|███▊      | 17572/46302 [18:38:08<30:28:59,  3.82s/it]
 38%|███▊      | 17573/46302 [18:38:12<30:29:17,  3.82s/it]
 38%|███▊      | 17574/46302 [18:38:16<30:29:01,  3.82s/it]
 38%|███▊      | 17575/46302 [18:38:20<30:29:04,  3.82s/it]
 38%|███▊      | 17576/46302 [18:38:24<30:29:07,  3.82s/it]
 38%|███▊      | 17577/46302 [18:38:28<30:28:28,  3.82s/it]
 38%|███▊      | 17578/46302 [18:38:31<30:28:53,  3.82s/it]
 38%|███▊      | 17579/46302 [18:38:35<30:29:13,  3.82s/it]
 38%|███▊      | 17580/46302 [18:38:39<30:29:53,  3.82s/it]
 38%|███▊      | 17581/46302 [18:38:43<30:29:20,  3.82s/it]
 38%|███▊      | 17582/46302 [18:38:47<30:28:28,  3.82s/it]
 38%|███▊      | 17583/46302 [18:38:50<30:28:46,  3.82s/it]
 38%|███▊      | 17584/46302 [18:38:54<30:28:36,  3.82s/it]
 38%|███▊      | 17585/46302 [18:38:58<30:29:04,  3.82s/it]
 38%|███▊      | 17586/46302 [18:39:02<30:28:34,  3.82s/it]
 38%|███▊      | 17587/46302 [18:39:06<30:28:47,  3.82s/it]
 38%|███▊      | 17588/46302 [18:39:10<30:28:52,  3.82s/it]
 38%|███▊      | 17589/46302 [18:39:13<30:27:21,  3.82s/it]
 38%|███▊      | 17590/46302 [18:39:17<30:28:02,  3.82s/it]
 38%|███▊      | 17591/46302 [18:39:21<30:28:23,  3.82s/it]
 38%|███▊      | 17592/46302 [18:39:25<30:27:39,  3.82s/it]
 38%|███▊      | 17593/46302 [18:39:29<30:27:29,  3.82s/it]
 38%|███▊      | 17594/46302 [18:39:33<30:26:54,  3.82s/it]
 38%|███▊      | 17595/46302 [18:39:36<30:27:02,  3.82s/it]
 38%|███▊      | 17596/46302 [18:39:40<30:27:16,  3.82s/it]
 38%|███▊      | 17597/46302 [18:39:44<30:27:34,  3.82s/it]
 38%|███▊      | 17598/46302 [18:39:48<30:27:30,  3.82s/it]
 38%|███▊      | 17599/46302 [18:39:52<30:26:48,  3.82s/it]
 38%|███▊      | 17600/46302 [18:39:55<30:27:13,  3.82s/it]
 38%|███▊      | 17601/46302 [18:39:59<30:27:03,  3.82s/it]
 38%|███▊      | 17602/46302 [18:40:03<30:27:04,  3.82s/it]
 38%|███▊      | 17603/46302 [18:40:07<30:27:13,  3.82s/it]
 38%|███▊      | 17604/46302 [18:40:11<30:27:12,  3.82s/it]
 38%|███▊      | 17605/46302 [18:40:15<30:27:28,  3.82s/it]
 38%|███▊      | 17606/46302 [18:40:18<30:27:10,  3.82s/it]
 38%|███▊      | 17607/46302 [18:40:22<30:26:46,  3.82s/it]
 38%|███▊      | 17608/46302 [18:40:26<30:26:43,  3.82s/it]
 38%|███▊      | 17609/46302 [18:40:30<30:26:35,  3.82s/it]
 38%|███▊      | 17610/46302 [18:40:34<30:26:34,  3.82s/it]
 38%|███▊      | 17611/46302 [18:40:37<30:26:16,  3.82s/it]
 38%|███▊      | 17612/46302 [18:40:41<30:26:30,  3.82s/it]
 38%|███▊      | 17613/46302 [18:40:45<30:25:40,  3.82s/it]
 38%|███▊      | 17614/46302 [18:40:49<30:25:51,  3.82s/it]
 38%|███▊      | 17615/46302 [18:40:53<30:26:17,  3.82s/it]
 38%|███▊      | 17616/46302 [18:40:57<30:26:43,  3.82s/it]
 38%|███▊      | 17617/46302 [18:41:00<30:27:06,  3.82s/it]
 38%|███▊      | 17618/46302 [18:41:04<30:26:39,  3.82s/it]
 38%|███▊      | 17619/46302 [18:41:08<30:26:26,  3.82s/it]
 38%|███▊      | 17620/46302 [18:41:12<30:26:11,  3.82s/it]
 38%|███▊      | 17621/46302 [18:41:16<30:26:13,  3.82s/it]
 38%|███▊      | 17622/46302 [18:41:19<30:25:30,  3.82s/it]
 38%|███▊      | 17623/46302 [18:41:23<30:25:52,  3.82s/it]
 38%|███▊      | 17624/46302 [18:41:27<30:26:24,  3.82s/it]
 38%|███▊      | 17625/46302 [18:41:31<30:26:23,  3.82s/it]
 38%|███▊      | 17626/46302 [18:41:35<30:25:51,  3.82s/it]
 38%|███▊      | 17627/46302 [18:41:39<30:25:51,  3.82s/it]
 38%|███▊      | 17628/46302 [18:41:42<30:24:33,  3.82s/it]
 38%|███▊      | 17629/46302 [18:41:46<30:24:59,  3.82s/it]
 38%|███▊      | 17630/46302 [18:41:50<30:25:20,  3.82s/it]
 38%|███▊      | 17631/46302 [18:41:54<30:25:34,  3.82s/it]
 38%|███▊      | 17632/46302 [18:41:58<30:25:03,  3.82s/it]
 38%|███▊      | 17633/46302 [18:42:01<30:24:39,  3.82s/it]
 38%|███▊      | 17634/46302 [18:42:05<30:24:43,  3.82s/it]
 38%|███▊      | 17635/46302 [18:42:09<30:24:58,  3.82s/it]
 38%|███▊      | 17636/46302 [18:42:13<30:24:57,  3.82s/it]
 38%|███▊      | 17637/46302 [18:42:17<30:25:00,  3.82s/it]
 38%|███▊      | 17638/46302 [18:42:21<30:25:20,  3.82s/it]
 38%|███▊      | 17639/46302 [18:42:24<30:25:13,  3.82s/it]
 38%|███▊      | 17640/46302 [18:42:28<30:25:22,  3.82s/it]
 38%|███▊      | 17641/46302 [18:42:32<30:25:01,  3.82s/it]
 38%|███▊      | 17642/46302 [18:42:36<30:24:41,  3.82s/it]
 38%|███▊      | 17643/46302 [18:42:40<30:25:22,  3.82s/it]
 38%|███▊      | 17644/46302 [18:42:44<30:24:50,  3.82s/it]
 38%|███▊      | 17645/46302 [18:42:47<30:24:48,  3.82s/it]
 38%|███▊      | 17646/46302 [18:42:51<30:24:00,  3.82s/it]
 38%|███▊      | 17647/46302 [18:42:55<30:23:23,  3.82s/it]
 38%|███▊      | 17648/46302 [18:42:59<30:23:41,  3.82s/it]
 38%|███▊      | 17649/46302 [18:43:03<30:23:51,  3.82s/it]
 38%|███▊      | 17650/46302 [18:43:06<30:23:09,  3.82s/it]
 38%|███▊      | 17651/46302 [18:43:10<30:23:14,  3.82s/it]
 38%|███▊      | 17652/46302 [18:43:14<30:23:20,  3.82s/it]
 38%|███▊      | 17653/46302 [18:43:18<30:23:16,  3.82s/it]
 38%|███▊      | 17654/46302 [18:43:22<30:23:13,  3.82s/it]
 38%|███▊      | 17655/46302 [18:43:26<30:23:34,  3.82s/it]
 38%|███▊      | 17656/46302 [18:43:29<30:23:39,  3.82s/it]
 38%|███▊      | 17657/46302 [18:43:33<30:23:26,  3.82s/it]
 38%|███▊      | 17658/46302 [18:43:37<30:23:16,  3.82s/it]
 38%|███▊      | 17659/46302 [18:43:41<30:23:02,  3.82s/it]
 38%|███▊      | 17660/46302 [18:43:45<30:22:36,  3.82s/it]
 38%|███▊      | 17661/46302 [18:43:48<30:22:30,  3.82s/it]
 38%|███▊      | 17662/46302 [18:43:52<30:23:07,  3.82s/it]
 38%|███▊      | 17663/46302 [18:43:56<30:23:31,  3.82s/it]
 38%|███▊      | 17664/46302 [18:44:00<30:23:46,  3.82s/it]
 38%|███▊      | 17665/46302 [18:44:04<30:23:46,  3.82s/it]
 38%|███▊      | 17666/46302 [18:44:08<30:23:51,  3.82s/it]
 38%|███▊      | 17667/46302 [18:44:11<30:23:51,  3.82s/it]
 38%|███▊      | 17668/46302 [18:44:15<30:23:05,  3.82s/it]
 38%|███▊      | 17669/46302 [18:44:19<30:23:20,  3.82s/it]
 38%|███▊      | 17670/46302 [18:44:23<30:23:16,  3.82s/it]
 38%|███▊      | 17671/46302 [18:44:27<30:23:07,  3.82s/it]
 38%|███▊      | 17672/46302 [18:44:30<30:23:08,  3.82s/it]
 38%|███▊      | 17673/46302 [18:44:34<30:23:32,  3.82s/it]
 38%|███▊      | 17674/46302 [18:44:38<30:23:39,  3.82s/it]
 38%|███▊      | 17675/46302 [18:44:42<30:23:46,  3.82s/it]
 38%|███▊      | 17676/46302 [18:44:46<30:23:54,  3.82s/it]
 38%|███▊      | 17677/46302 [18:44:50<30:23:28,  3.82s/it]
 38%|███▊      | 17678/46302 [18:44:53<30:23:24,  3.82s/it]
 38%|███▊      | 17679/46302 [18:44:57<30:23:34,  3.82s/it]
 38%|███▊      | 17680/46302 [18:45:01<30:24:03,  3.82s/it]
 38%|███▊      | 17681/46302 [18:45:05<30:23:55,  3.82s/it]
 38%|███▊      | 17682/46302 [18:45:09<30:23:21,  3.82s/it]
 38%|███▊      | 17683/46302 [18:45:13<30:22:24,  3.82s/it]
 38%|███▊      | 17684/46302 [18:45:16<30:22:37,  3.82s/it]
 38%|███▊      | 17685/46302 [18:45:20<30:22:22,  3.82s/it]
 38%|███▊      | 17686/46302 [18:45:24<30:22:28,  3.82s/it]
 38%|███▊      | 17687/46302 [18:45:28<30:23:13,  3.82s/it]
 38%|███▊      | 17688/46302 [18:45:32<30:22:44,  3.82s/it]
 38%|███▊      | 17689/46302 [18:45:35<30:22:28,  3.82s/it]
 38%|███▊      | 17690/46302 [18:45:39<30:22:10,  3.82s/it]
 38%|███▊      | 17691/46302 [18:45:43<30:22:13,  3.82s/it]
 38%|███▊      | 17692/46302 [18:45:47<30:21:43,  3.82s/it]
 38%|███▊      | 17693/46302 [18:45:51<30:21:18,  3.82s/it]
 38%|███▊      | 17694/46302 [18:45:55<30:21:20,  3.82s/it]
 38%|███▊      | 17695/46302 [18:45:58<30:20:46,  3.82s/it]
 38%|███▊      | 17696/46302 [18:46:02<30:20:51,  3.82s/it]
 38%|███▊      | 17697/46302 [18:46:06<30:21:06,  3.82s/it]
 38%|███▊      | 17698/46302 [18:46:10<30:20:54,  3.82s/it]
 38%|███▊      | 17699/46302 [18:46:14<30:20:43,  3.82s/it]
 38%|███▊      | 17700/46302 [18:46:17<30:20:57,  3.82s/it]
 38%|███▊      | 17701/46302 [18:46:21<30:20:32,  3.82s/it]
 38%|███▊      | 17702/46302 [18:46:25<30:20:47,  3.82s/it]
 38%|███▊      | 17703/46302 [18:46:29<30:21:02,  3.82s/it]
 38%|███▊      | 17704/46302 [18:46:33<30:20:54,  3.82s/it]
 38%|███▊      | 17705/46302 [18:46:37<30:20:47,  3.82s/it]
 38%|███▊      | 17706/46302 [18:46:40<30:20:42,  3.82s/it]
 38%|███▊      | 17707/46302 [18:46:44<30:20:52,  3.82s/it]
 38%|███▊      | 17708/46302 [18:46:48<30:20:32,  3.82s/it]
 38%|███▊      | 17709/46302 [18:46:52<30:21:04,  3.82s/it]
 38%|███▊      | 17710/46302 [18:46:56<30:20:49,  3.82s/it]
 38%|███▊      | 17711/46302 [18:46:59<30:21:05,  3.82s/it]
 38%|███▊      | 17712/46302 [18:47:03<30:20:44,  3.82s/it]
 38%|███▊      | 17713/46302 [18:47:07<30:20:37,  3.82s/it]
 38%|███▊      | 17714/46302 [18:47:11<30:20:33,  3.82s/it]
 38%|███▊      | 17715/46302 [18:47:15<30:20:36,  3.82s/it]
 38%|███▊      | 17716/46302 [18:47:19<30:20:27,  3.82s/it]
 38%|███▊      | 17717/46302 [18:47:22<30:20:04,  3.82s/it]
 38%|███▊      | 17718/46302 [18:47:26<30:20:19,  3.82s/it]
 38%|███▊      | 17719/46302 [18:47:30<30:20:03,  3.82s/it]
 38%|███▊      | 17720/46302 [18:47:34<30:20:04,  3.82s/it]
 38%|███▊      | 17721/46302 [18:47:38<30:20:12,  3.82s/it]
 38%|███▊      | 17722/46302 [18:47:42<30:19:52,  3.82s/it]
 38%|███▊      | 17723/46302 [18:47:45<30:20:04,  3.82s/it]
 38%|███▊      | 17724/46302 [18:47:49<30:19:48,  3.82s/it]
 38%|███▊      | 17725/46302 [18:47:53<30:19:02,  3.82s/it]
 38%|███▊      | 17726/46302 [18:47:57<30:18:39,  3.82s/it]
 38%|███▊      | 17727/46302 [18:48:01<30:19:03,  3.82s/it]
 38%|███▊      | 17728/46302 [18:48:04<30:18:42,  3.82s/it]
 38%|███▊      | 17729/46302 [18:48:08<30:18:57,  3.82s/it]
 38%|███▊      | 17730/46302 [18:48:12<30:18:49,  3.82s/it]
 38%|███▊      | 17731/46302 [18:48:16<30:18:51,  3.82s/it]
 38%|███▊      | 17732/46302 [18:48:20<30:18:45,  3.82s/it]
 38%|███▊      | 17733/46302 [18:48:24<30:18:44,  3.82s/it]
 38%|███▊      | 17734/46302 [18:48:27<30:19:02,  3.82s/it]
 38%|███▊      | 17735/46302 [18:48:31<30:18:46,  3.82s/it]
 38%|███▊      | 17736/46302 [18:48:35<30:19:07,  3.82s/it]
 38%|███▊      | 17737/46302 [18:48:39<30:19:23,  3.82s/it]
 38%|███▊      | 17738/46302 [18:48:43<30:19:23,  3.82s/it]
 38%|███▊      | 17739/46302 [18:48:46<30:19:36,  3.82s/it]
 38%|███▊      | 17740/46302 [18:48:50<30:19:02,  3.82s/it]
 38%|███▊      | 17741/46302 [18:48:54<30:18:52,  3.82s/it]
 38%|███▊      | 17742/46302 [18:48:58<30:18:50,  3.82s/it]
 38%|███▊      | 17743/46302 [18:49:02<30:19:17,  3.82s/it]
 38%|███▊      | 17744/46302 [18:49:06<30:19:01,  3.82s/it]
 38%|███▊      | 17745/46302 [18:49:09<30:19:05,  3.82s/it]
 38%|███▊      | 17746/46302 [18:49:13<30:19:06,  3.82s/it]
 38%|███▊      | 17747/46302 [18:49:17<30:18:59,  3.82s/it]
 38%|███▊      | 17748/46302 [18:49:21<30:19:13,  3.82s/it]
 38%|███▊      | 17749/46302 [18:49:25<30:19:37,  3.82s/it]
 38%|███▊      | 17750/46302 [18:49:28<30:19:11,  3.82s/it]
 38%|███▊      | 17751/46302 [18:49:32<30:19:01,  3.82s/it]
 38%|███▊      | 17752/46302 [18:49:36<30:18:52,  3.82s/it]
 38%|███▊      | 17753/46302 [18:49:40<30:18:38,  3.82s/it]
 38%|███▊      | 17754/46302 [18:49:44<30:18:45,  3.82s/it]
 38%|███▊      | 17755/46302 [18:49:48<30:18:46,  3.82s/it]
 38%|███▊      | 17756/46302 [18:49:51<30:18:45,  3.82s/it]
 38%|███▊      | 17757/46302 [18:49:55<30:18:21,  3.82s/it]
 38%|███▊      | 17758/46302 [18:49:59<30:18:25,  3.82s/it]
 38%|███▊      | 17759/46302 [18:50:03<30:18:28,  3.82s/it]
 38%|███▊      | 17760/46302 [18:50:07<30:18:21,  3.82s/it]
 38%|███▊      | 17761/46302 [18:50:11<30:17:57,  3.82s/it]
 38%|███▊      | 17762/46302 [18:50:14<30:17:51,  3.82s/it]
 38%|███▊      | 17763/46302 [18:50:18<30:17:45,  3.82s/it]
 38%|███▊      | 17764/46302 [18:50:22<30:18:17,  3.82s/it]
 38%|███▊      | 17765/46302 [18:50:26<30:18:12,  3.82s/it]
 38%|███▊      | 17766/46302 [18:50:30<30:17:34,  3.82s/it]
 38%|███▊      | 17767/46302 [18:50:33<30:17:10,  3.82s/it]
 38%|███▊      | 17768/46302 [18:50:37<30:16:56,  3.82s/it]
 38%|███▊      | 17769/46302 [18:50:41<30:17:29,  3.82s/it]
 38%|███▊      | 17770/46302 [18:50:45<30:17:50,  3.82s/it]
 38%|███▊      | 17771/46302 [18:50:49<30:17:43,  3.82s/it]
 38%|███▊      | 17772/46302 [18:50:53<30:17:29,  3.82s/it]
 38%|███▊      | 17773/46302 [18:50:56<30:16:53,  3.82s/it]
 38%|███▊      | 17774/46302 [18:51:00<30:17:12,  3.82s/it]
 38%|███▊      | 17775/46302 [18:51:04<30:17:42,  3.82s/it]
 38%|███▊      | 17776/46302 [18:51:08<30:17:41,  3.82s/it]
 38%|███▊      | 17777/46302 [18:51:12<30:17:45,  3.82s/it]
 38%|███▊      | 17778/46302 [18:51:16<30:17:14,  3.82s/it]
 38%|███▊      | 17779/46302 [18:51:19<30:16:54,  3.82s/it]
 38%|███▊      | 17780/46302 [18:51:23<30:16:46,  3.82s/it]
 38%|███▊      | 17781/46302 [18:51:27<30:16:28,  3.82s/it]
 38%|███▊      | 17782/46302 [18:51:31<30:16:26,  3.82s/it]
 38%|███▊      | 17783/46302 [18:51:35<30:16:33,  3.82s/it]
 38%|███▊      | 17784/46302 [18:51:38<30:16:19,  3.82s/it]
 38%|███▊      | 17785/46302 [18:51:42<30:16:06,  3.82s/it]
 38%|███▊      | 17786/46302 [18:51:46<30:16:01,  3.82s/it]
 38%|███▊      | 17787/46302 [18:51:50<30:16:00,  3.82s/it]
 38%|███▊      | 17788/46302 [18:51:54<30:15:52,  3.82s/it]
 38%|███▊      | 17789/46302 [18:51:58<30:15:56,  3.82s/it]
 38%|███▊      | 17790/46302 [18:52:01<30:15:47,  3.82s/it]
 38%|███▊      | 17791/46302 [18:52:05<30:15:54,  3.82s/it]
 38%|███▊      | 17792/46302 [18:52:09<30:15:51,  3.82s/it]
 38%|███▊      | 17793/46302 [18:52:13<30:15:52,  3.82s/it]
 38%|███▊      | 17794/46302 [18:52:17<30:15:46,  3.82s/it]
 38%|███▊      | 17795/46302 [18:52:20<30:15:27,  3.82s/it]
 38%|███▊      | 17796/46302 [18:52:24<30:15:14,  3.82s/it]
 38%|███▊      | 17797/46302 [18:52:28<30:15:34,  3.82s/it]
 38%|███▊      | 17798/46302 [18:52:32<30:15:20,  3.82s/it]
 38%|███▊      | 17799/46302 [18:52:36<30:15:35,  3.82s/it]
 38%|███▊      | 17800/46302 [18:52:40<30:14:52,  3.82s/it]
 38%|███▊      | 17801/46302 [18:52:43<30:14:31,  3.82s/it]
 38%|███▊      | 17802/46302 [18:52:47<30:14:15,  3.82s/it]
 38%|███▊      | 17803/46302 [18:52:51<30:14:19,  3.82s/it]
 38%|███▊      | 17804/46302 [18:52:55<30:14:25,  3.82s/it]
 38%|███▊      | 17805/46302 [18:52:59<30:13:52,  3.82s/it]
 38%|███▊      | 17806/46302 [18:53:03<30:14:11,  3.82s/it]
 38%|███▊      | 17807/46302 [18:53:06<30:14:38,  3.82s/it]
 38%|███▊      | 17808/46302 [18:53:10<30:14:29,  3.82s/it]
 38%|███▊      | 17809/46302 [18:53:14<30:14:18,  3.82s/it]
 38%|███▊      | 17810/46302 [18:53:18<30:14:37,  3.82s/it]
 38%|███▊      | 17811/46302 [18:53:22<30:14:10,  3.82s/it]
 38%|███▊      | 17812/46302 [18:53:25<30:14:33,  3.82s/it]
 38%|███▊      | 17813/46302 [18:53:29<30:14:17,  3.82s/it]
 38%|███▊      | 17814/46302 [18:53:33<30:14:10,  3.82s/it]
 38%|███▊      | 17815/46302 [18:53:37<30:14:10,  3.82s/it]
 38%|███▊      | 17816/46302 [18:53:41<30:14:24,  3.82s/it]
 38%|███▊      | 17817/46302 [18:53:45<30:14:26,  3.82s/it]
 38%|███▊      | 17818/46302 [18:53:48<30:14:06,  3.82s/it]
 38%|███▊      | 17819/46302 [18:53:52<30:14:22,  3.82s/it]
 38%|███▊      | 17820/46302 [18:53:56<30:13:51,  3.82s/it]
 38%|███▊      | 17821/46302 [18:54:00<30:14:11,  3.82s/it]
 38%|███▊      | 17822/46302 [18:54:04<30:13:56,  3.82s/it]
 38%|███▊      | 17823/46302 [18:54:07<30:13:42,  3.82s/it]
 38%|███▊      | 17824/46302 [18:54:11<30:13:59,  3.82s/it]
 38%|███▊      | 17825/46302 [18:54:15<30:13:44,  3.82s/it]
 38%|███▊      | 17826/46302 [18:54:19<30:13:48,  3.82s/it]
 39%|███▊      | 17827/46302 [18:54:23<30:13:35,  3.82s/it]
 39%|███▊      | 17828/46302 [18:54:27<30:13:33,  3.82s/it]
 39%|███▊      | 17829/46302 [18:54:30<30:13:11,  3.82s/it]
 39%|███▊      | 17830/46302 [18:54:34<30:12:53,  3.82s/it]
 39%|███▊      | 17831/46302 [18:54:38<30:12:54,  3.82s/it]
 39%|███▊      | 17832/46302 [18:54:42<30:12:51,  3.82s/it]
 39%|███▊      | 17833/46302 [18:54:46<30:12:52,  3.82s/it]
 39%|███▊      | 17834/46302 [18:54:50<30:12:56,  3.82s/it]
 39%|███▊      | 17835/46302 [18:54:53<30:12:41,  3.82s/it]
 39%|███▊      | 17836/46302 [18:54:57<30:12:44,  3.82s/it]
 39%|███▊      | 17837/46302 [18:55:01<30:12:37,  3.82s/it]
 39%|███▊      | 17838/46302 [18:55:05<30:11:41,  3.82s/it]
 39%|███▊      | 17839/46302 [18:55:09<30:11:13,  3.82s/it]
 39%|███▊      | 17840/46302 [18:55:12<30:11:03,  3.82s/it]
 39%|███▊      | 17841/46302 [18:55:16<30:10:45,  3.82s/it]
 39%|███▊      | 17842/46302 [18:55:20<30:11:28,  3.82s/it]
 39%|███▊      | 17843/46302 [18:55:24<30:11:35,  3.82s/it]
 39%|███▊      | 17844/46302 [18:55:28<30:11:41,  3.82s/it]
 39%|███▊      | 17845/46302 [18:55:32<30:12:22,  3.82s/it]
 39%|███▊      | 17846/46302 [18:55:35<30:12:51,  3.82s/it]
 39%|███▊      | 17847/46302 [18:55:39<30:10:13,  3.82s/it]
 39%|███▊      | 17848/46302 [18:55:43<30:09:21,  3.82s/it]
 39%|███▊      | 17849/46302 [18:55:47<30:10:11,  3.82s/it]
 39%|███▊      | 17850/46302 [18:55:51<30:10:36,  3.82s/it]
 39%|███▊      | 17851/46302 [18:55:54<30:10:44,  3.82s/it]
 39%|███▊      | 17852/46302 [18:55:58<30:10:42,  3.82s/it]
 39%|███▊      | 17853/46302 [18:56:02<30:10:43,  3.82s/it]
 39%|███▊      | 17854/46302 [18:56:06<30:11:14,  3.82s/it]
 39%|███▊      | 17855/46302 [18:56:10<30:11:16,  3.82s/it]
 39%|███▊      | 17856/46302 [18:56:14<30:11:33,  3.82s/it]
 39%|███▊      | 17857/46302 [18:56:17<30:10:58,  3.82s/it]
 39%|███▊      | 17858/46302 [18:56:21<30:11:02,  3.82s/it]
 39%|███▊      | 17859/46302 [18:56:25<30:10:11,  3.82s/it]
 39%|███▊      | 17860/46302 [18:56:29<30:10:20,  3.82s/it]
 39%|███▊      | 17861/46302 [18:56:33<30:10:17,  3.82s/it]
 39%|███▊      | 17862/46302 [18:56:36<30:10:55,  3.82s/it]
 39%|███▊      | 17863/46302 [18:56:40<30:11:13,  3.82s/it]
 39%|███▊      | 17864/46302 [18:56:44<30:12:12,  3.82s/it]
 39%|███▊      | 17865/46302 [18:56:48<30:11:48,  3.82s/it]
 39%|███▊      | 17866/46302 [18:56:52<30:10:38,  3.82s/it]
 39%|███▊      | 17867/46302 [18:56:56<30:10:37,  3.82s/it]
 39%|███▊      | 17868/46302 [18:56:59<30:10:01,  3.82s/it]
 39%|███▊      | 17869/46302 [18:57:03<30:09:59,  3.82s/it]
 39%|███▊      | 17870/46302 [18:57:07<30:09:57,  3.82s/it]
 39%|███▊      | 17871/46302 [18:57:11<30:10:22,  3.82s/it]
 39%|███▊      | 17872/46302 [18:57:15<30:10:34,  3.82s/it]
 39%|███▊      | 17873/46302 [18:57:18<30:10:12,  3.82s/it]
 39%|███▊      | 17874/46302 [18:57:22<30:09:57,  3.82s/it]
 39%|███▊      | 17875/46302 [18:57:26<30:10:06,  3.82s/it]
 39%|███▊      | 17876/46302 [18:57:30<30:09:58,  3.82s/it]
 39%|███▊      | 17877/46302 [18:57:34<30:09:59,  3.82s/it]
 39%|███▊      | 17878/46302 [18:57:38<30:09:39,  3.82s/it]
 39%|███▊      | 17879/46302 [18:57:41<30:08:43,  3.82s/it]
 39%|███▊      | 17880/46302 [18:57:45<30:08:17,  3.82s/it]
 39%|███▊      | 17881/46302 [18:57:49<30:07:35,  3.82s/it]
 39%|███▊      | 17882/46302 [18:57:53<30:07:30,  3.82s/it]
 39%|███▊      | 17883/46302 [18:57:57<30:08:00,  3.82s/it]
 39%|███▊      | 17884/46302 [18:58:00<30:07:00,  3.82s/it]
 39%|███▊      | 17885/46302 [18:58:04<30:06:27,  3.81s/it]
 39%|███▊      | 17886/46302 [18:58:08<30:06:24,  3.81s/it]
 39%|███▊      | 17887/46302 [18:58:12<30:05:52,  3.81s/it]
 39%|███▊      | 17888/46302 [18:58:16<30:06:09,  3.81s/it]
 39%|███▊      | 17889/46302 [18:58:20<30:06:04,  3.81s/it]
 39%|███▊      | 17890/46302 [18:58:23<30:05:49,  3.81s/it]
 39%|███▊      | 17891/46302 [18:58:27<30:05:28,  3.81s/it]
 39%|███▊      | 17892/46302 [18:58:31<30:05:36,  3.81s/it]
 39%|███▊      | 17893/46302 [18:58:35<30:04:33,  3.81s/it]
 39%|███▊      | 17894/46302 [18:58:39<30:04:30,  3.81s/it]
 39%|███▊      | 17895/46302 [18:58:42<30:04:56,  3.81s/it]
 39%|███▊      | 17896/46302 [18:58:46<30:05:43,  3.81s/it]
 39%|███▊      | 17897/46302 [18:58:50<30:05:51,  3.81s/it]
 39%|███▊      | 17898/46302 [18:58:54<30:05:32,  3.81s/it]
 39%|███▊      | 17899/46302 [18:58:58<30:06:27,  3.82s/it]
 39%|███▊      | 17900/46302 [18:59:01<30:07:17,  3.82s/it]
 39%|███▊      | 17901/46302 [18:59:05<30:07:34,  3.82s/it]
 39%|███▊      | 17902/46302 [18:59:09<30:06:23,  3.82s/it]
 39%|███▊      | 17903/46302 [18:59:13<30:06:54,  3.82s/it]
 39%|███▊      | 17904/46302 [18:59:17<30:07:45,  3.82s/it]
 39%|███▊      | 17905/46302 [18:59:21<30:07:10,  3.82s/it]
 39%|███▊      | 17906/46302 [18:59:24<30:06:52,  3.82s/it]
 39%|███▊      | 17907/46302 [18:59:28<30:07:09,  3.82s/it]
 39%|███▊      | 17908/46302 [18:59:32<30:05:25,  3.82s/it]
 39%|███▊      | 17909/46302 [18:59:36<30:06:08,  3.82s/it]
 39%|███▊      | 17910/46302 [18:59:40<30:05:54,  3.82s/it]
 39%|███▊      | 17911/46302 [18:59:43<30:06:36,  3.82s/it]
 39%|███▊      | 17912/46302 [18:59:47<30:06:46,  3.82s/it]
 39%|███▊      | 17913/46302 [18:59:51<30:07:26,  3.82s/it]
 39%|███▊      | 17914/46302 [18:59:55<30:07:29,  3.82s/it]
 39%|███▊      | 17915/46302 [18:59:59<30:07:37,  3.82s/it]
 39%|███▊      | 17916/46302 [19:00:03<30:07:53,  3.82s/it]
 39%|███▊      | 17917/46302 [19:00:06<30:08:03,  3.82s/it]
 39%|███▊      | 17918/46302 [19:00:10<30:07:54,  3.82s/it]
 39%|███▊      | 17919/46302 [19:00:14<30:07:34,  3.82s/it]
 39%|███▊      | 17920/46302 [19:00:18<30:07:48,  3.82s/it]
 39%|███▊      | 17921/46302 [19:00:22<30:07:39,  3.82s/it]
 39%|███▊      | 17922/46302 [19:00:26<30:07:36,  3.82s/it]
 39%|███▊      | 17923/46302 [19:00:29<30:07:16,  3.82s/it]
 39%|███▊      | 17924/46302 [19:00:33<30:06:53,  3.82s/it]
 39%|███▊      | 17925/46302 [19:00:37<30:06:52,  3.82s/it]
 39%|███▊      | 17926/46302 [19:00:41<30:06:30,  3.82s/it]
 39%|███▊      | 17927/46302 [19:00:45<30:06:09,  3.82s/it]
 39%|███▊      | 17928/46302 [19:00:48<30:06:01,  3.82s/it]
 39%|███▊      | 17929/46302 [19:00:52<30:06:03,  3.82s/it]
 39%|███▊      | 17930/46302 [19:00:56<30:05:28,  3.82s/it]
 39%|███▊      | 17931/46302 [19:01:00<30:05:29,  3.82s/it]
 39%|███▊      | 17932/46302 [19:01:04<30:06:08,  3.82s/it]
 39%|███▊      | 17933/46302 [19:01:08<30:06:40,  3.82s/it]
 39%|███▊      | 17934/46302 [19:01:11<30:06:34,  3.82s/it]
 39%|███▊      | 17935/46302 [19:01:15<30:06:39,  3.82s/it]
 39%|███▊      | 17936/46302 [19:01:19<30:06:29,  3.82s/it]
 39%|███▊      | 17937/46302 [19:01:23<30:06:14,  3.82s/it]
 39%|███▊      | 17938/46302 [19:01:27<30:06:03,  3.82s/it]
 39%|███▊      | 17939/46302 [19:01:30<30:05:48,  3.82s/it]
 39%|███▊      | 17940/46302 [19:01:34<30:05:33,  3.82s/it]
 39%|███▊      | 17941/46302 [19:01:38<30:05:25,  3.82s/it]
 39%|███▊      | 17942/46302 [19:01:42<30:05:31,  3.82s/it]
 39%|███▉      | 17943/46302 [19:01:46<30:05:49,  3.82s/it]
 39%|███▉      | 17944/46302 [19:01:50<30:05:25,  3.82s/it]
 39%|███▉      | 17945/46302 [19:01:53<30:06:07,  3.82s/it]
 39%|███▉      | 17946/46302 [19:01:57<30:05:38,  3.82s/it]
 39%|███▉      | 17947/46302 [19:02:01<30:05:49,  3.82s/it]
 39%|███▉      | 17948/46302 [19:02:05<30:06:03,  3.82s/it]
 39%|███▉      | 17949/46302 [19:02:09<30:06:21,  3.82s/it]
 39%|███▉      | 17950/46302 [19:02:12<30:06:26,  3.82s/it]
 39%|███▉      | 17951/46302 [19:02:16<30:06:27,  3.82s/it]
 39%|███▉      | 17952/46302 [19:02:20<30:06:18,  3.82s/it]
 39%|███▉      | 17953/46302 [19:02:24<30:06:26,  3.82s/it]
 39%|███▉      | 17954/46302 [19:02:28<30:06:10,  3.82s/it]
 39%|███▉      | 17955/46302 [19:02:32<30:05:39,  3.82s/it]
 39%|███▉      | 17956/46302 [19:02:35<30:05:26,  3.82s/it]
 39%|███▉      | 17957/46302 [19:02:39<30:05:16,  3.82s/it]
 39%|███▉      | 17958/46302 [19:02:43<30:03:14,  3.82s/it]
 39%|███▉      | 17959/46302 [19:02:47<30:03:30,  3.82s/it]
 39%|███▉      | 17960/46302 [19:02:51<30:03:59,  3.82s/it]
 39%|███▉      | 17961/46302 [19:02:55<30:04:33,  3.82s/it]
 39%|███▉      | 17962/46302 [19:02:58<30:04:03,  3.82s/it]
 39%|███▉      | 17963/46302 [19:03:02<30:04:09,  3.82s/it]
 39%|███▉      | 17964/46302 [19:03:06<30:04:34,  3.82s/it]
 39%|███▉      | 17965/46302 [19:03:10<30:04:04,  3.82s/it]
 39%|███▉      | 17966/46302 [19:03:14<30:04:08,  3.82s/it]
 39%|███▉      | 17967/46302 [19:03:17<30:03:55,  3.82s/it]
 39%|███▉      | 17968/46302 [19:03:21<30:04:00,  3.82s/it]
 39%|███▉      | 17969/46302 [19:03:25<30:03:49,  3.82s/it]
 39%|███▉      | 17970/46302 [19:03:29<30:04:13,  3.82s/it]
 39%|███▉      | 17971/46302 [19:03:33<30:04:06,  3.82s/it]
 39%|███▉      | 17972/46302 [19:03:37<30:03:41,  3.82s/it]
 39%|███▉      | 17973/46302 [19:03:40<30:03:46,  3.82s/it]
 39%|███▉      | 17974/46302 [19:03:44<30:03:04,  3.82s/it]
 39%|███▉      | 17975/46302 [19:03:48<30:03:08,  3.82s/it]
 39%|███▉      | 17976/46302 [19:03:52<30:03:26,  3.82s/it]
 39%|███▉      | 17977/46302 [19:03:56<30:03:13,  3.82s/it]
 39%|███▉      | 17978/46302 [19:03:59<30:02:56,  3.82s/it]
 39%|███▉      | 17979/46302 [19:04:03<30:03:06,  3.82s/it]
 39%|███▉      | 17980/46302 [19:04:07<30:02:44,  3.82s/it]
 39%|███▉      | 17981/46302 [19:04:11<30:03:09,  3.82s/it]
 39%|███▉      | 17982/46302 [19:04:15<30:02:32,  3.82s/it]
 39%|███▉      | 17983/46302 [19:04:19<30:02:33,  3.82s/it]
 39%|███▉      | 17984/46302 [19:04:22<30:02:29,  3.82s/it]
 39%|███▉      | 17985/46302 [19:04:26<30:02:55,  3.82s/it]
 39%|███▉      | 17986/46302 [19:04:30<30:02:44,  3.82s/it]
 39%|███▉      | 17987/46302 [19:04:34<30:02:38,  3.82s/it]
 39%|███▉      | 17988/46302 [19:04:38<30:03:01,  3.82s/it]
 39%|███▉      | 17989/46302 [19:04:41<30:03:06,  3.82s/it]
 39%|███▉      | 17990/46302 [19:04:45<30:02:29,  3.82s/it]
 39%|███▉      | 17991/46302 [19:04:49<30:03:10,  3.82s/it]
 39%|███▉      | 17992/46302 [19:04:53<30:02:39,  3.82s/it]
 39%|███▉      | 17993/46302 [19:04:57<30:02:27,  3.82s/it]
 39%|███▉      | 17994/46302 [19:05:01<30:02:15,  3.82s/it]
 39%|███▉      | 17995/46302 [19:05:04<30:02:21,  3.82s/it]
 39%|███▉      | 17996/46302 [19:05:08<30:02:11,  3.82s/it]
 39%|███▉      | 17997/46302 [19:05:12<30:02:07,  3.82s/it]
 39%|███▉      | 17998/46302 [19:05:16<30:02:44,  3.82s/it]
 39%|███▉      | 17999/46302 [19:05:20<30:03:09,  3.82s/it]
 39%|███▉      | 18000/46302 [19:05:24<30:02:31,  3.82s/it]
                                                           
{'loss': 3.2986, 'learning_rate': 0.0031237031477638955, 'epoch': 0.39}

 39%|███▉      | 18000/46302 [19:05:24<30:02:31,  3.82s/it]
 39%|███▉      | 18001/46302 [19:05:27<30:03:08,  3.82s/it]
 39%|███▉      | 18002/46302 [19:05:31<30:04:03,  3.82s/it]
 39%|███▉      | 18003/46302 [19:05:35<30:03:37,  3.82s/it]
 39%|███▉      | 18004/46302 [19:05:39<30:03:19,  3.82s/it]
 39%|███▉      | 18005/46302 [19:05:43<30:03:03,  3.82s/it]
 39%|███▉      | 18006/46302 [19:05:46<30:03:17,  3.82s/it]
 39%|███▉      | 18007/46302 [19:05:50<30:03:14,  3.82s/it]
 39%|███▉      | 18008/46302 [19:05:54<30:02:57,  3.82s/it]
 39%|███▉      | 18009/46302 [19:05:58<30:02:54,  3.82s/it]
 39%|███▉      | 18010/46302 [19:06:02<30:02:34,  3.82s/it]
 39%|███▉      | 18011/46302 [19:06:06<30:02:14,  3.82s/it]
 39%|███▉      | 18012/46302 [19:06:09<30:00:09,  3.82s/it]
 39%|███▉      | 18013/46302 [19:06:13<30:00:45,  3.82s/it]
 39%|███▉      | 18014/46302 [19:06:17<29:58:25,  3.81s/it]
 39%|███▉      | 18015/46302 [19:06:21<29:59:01,  3.82s/it]
 39%|███▉      | 18016/46302 [19:06:25<29:59:42,  3.82s/it]
 39%|███▉      | 18017/46302 [19:06:28<29:59:24,  3.82s/it]
 39%|███▉      | 18018/46302 [19:06:32<29:59:21,  3.82s/it]
 39%|███▉      | 18019/46302 [19:06:36<29:59:53,  3.82s/it]
 39%|███▉      | 18020/46302 [19:06:40<30:00:37,  3.82s/it]
 39%|███▉      | 18021/46302 [19:06:44<30:00:56,  3.82s/it]
 39%|███▉      | 18022/46302 [19:06:48<30:00:57,  3.82s/it]
 39%|███▉      | 18023/46302 [19:06:51<30:00:42,  3.82s/it]
 39%|███▉      | 18024/46302 [19:06:55<30:00:56,  3.82s/it]
 39%|███▉      | 18025/46302 [19:06:59<30:00:52,  3.82s/it]
 39%|███▉      | 18026/46302 [19:07:03<30:00:33,  3.82s/it]
 39%|███▉      | 18027/46302 [19:07:07<30:01:07,  3.82s/it]
 39%|███▉      | 18028/46302 [19:07:10<30:01:00,  3.82s/it]
 39%|███▉      | 18029/46302 [19:07:14<30:01:21,  3.82s/it]
 39%|███▉      | 18030/46302 [19:07:18<30:00:57,  3.82s/it]
 39%|███▉      | 18031/46302 [19:07:22<30:00:48,  3.82s/it]
 39%|███▉      | 18032/46302 [19:07:26<30:00:43,  3.82s/it]
 39%|███▉      | 18033/46302 [19:07:30<30:00:50,  3.82s/it]
 39%|███▉      | 18034/46302 [19:07:33<30:00:54,  3.82s/it]
 39%|███▉      | 18035/46302 [19:07:37<30:00:18,  3.82s/it]
 39%|███▉      | 18036/46302 [19:07:41<29:59:22,  3.82s/it]
 39%|███▉      | 18037/46302 [19:07:45<29:59:12,  3.82s/it]
 39%|███▉      | 18038/46302 [19:07:49<29:59:29,  3.82s/it]
 39%|███▉      | 18039/46302 [19:07:53<29:59:28,  3.82s/it]
 39%|███▉      | 18040/46302 [19:07:56<29:59:48,  3.82s/it]
 39%|███▉      | 18041/46302 [19:08:00<29:59:42,  3.82s/it]
 39%|███▉      | 18042/46302 [19:08:04<30:00:19,  3.82s/it]
 39%|███▉      | 18043/46302 [19:08:08<29:59:56,  3.82s/it]
 39%|███▉      | 18044/46302 [19:08:12<30:00:01,  3.82s/it]
 39%|███▉      | 18045/46302 [19:08:15<29:59:38,  3.82s/it]
 39%|███▉      | 18046/46302 [19:08:19<29:59:58,  3.82s/it]
 39%|███▉      | 18047/46302 [19:08:23<29:59:44,  3.82s/it]
 39%|███▉      | 18048/46302 [19:08:27<29:59:45,  3.82s/it]
 39%|███▉      | 18049/46302 [19:08:31<29:59:46,  3.82s/it]
 39%|███▉      | 18050/46302 [19:08:35<29:59:50,  3.82s/it]
 39%|███▉      | 18051/46302 [19:08:38<29:59:42,  3.82s/it]
 39%|███▉      | 18052/46302 [19:08:42<29:59:25,  3.82s/it]
 39%|███▉      | 18053/46302 [19:08:46<29:59:27,  3.82s/it]
 39%|███▉      | 18054/46302 [19:08:50<29:59:20,  3.82s/it]
 39%|███▉      | 18055/46302 [19:08:54<29:59:01,  3.82s/it]
 39%|███▉      | 18056/46302 [19:08:57<29:58:46,  3.82s/it]
 39%|███▉      | 18057/46302 [19:09:01<29:58:03,  3.82s/it]
 39%|███▉      | 18058/46302 [19:09:05<29:56:12,  3.82s/it]
 39%|███▉      | 18059/46302 [19:09:09<29:55:40,  3.81s/it]
 39%|███▉      | 18060/46302 [19:09:13<29:56:12,  3.82s/it]
 39%|███▉      | 18061/46302 [19:09:17<29:55:55,  3.82s/it]
 39%|███▉      | 18062/46302 [19:09:20<29:55:31,  3.81s/it]
 39%|███▉      | 18063/46302 [19:09:24<29:55:17,  3.81s/it]
 39%|███▉      | 18064/46302 [19:09:28<29:55:04,  3.81s/it]
 39%|███▉      | 18065/46302 [19:09:32<29:54:54,  3.81s/it]
 39%|███▉      | 18066/46302 [19:09:36<29:55:31,  3.82s/it]
 39%|███▉      | 18067/46302 [19:09:39<29:55:37,  3.82s/it]
 39%|███▉      | 18068/46302 [19:09:43<29:55:52,  3.82s/it]
 39%|███▉      | 18069/46302 [19:09:47<29:55:53,  3.82s/it]
 39%|███▉      | 18070/46302 [19:09:51<29:55:50,  3.82s/it]
 39%|███▉      | 18071/46302 [19:09:55<29:56:21,  3.82s/it]
 39%|███▉      | 18072/46302 [19:09:59<29:55:53,  3.82s/it]
 39%|███▉      | 18073/46302 [19:10:02<29:56:20,  3.82s/it]
 39%|███▉      | 18074/46302 [19:10:06<29:56:43,  3.82s/it]
 39%|███▉      | 18075/46302 [19:10:10<29:56:53,  3.82s/it]
 39%|███▉      | 18076/46302 [19:10:14<29:56:46,  3.82s/it]
 39%|███▉      | 18077/46302 [19:10:18<29:56:25,  3.82s/it]
 39%|███▉      | 18078/46302 [19:10:21<29:57:09,  3.82s/it]
 39%|███▉      | 18079/46302 [19:10:25<29:56:55,  3.82s/it]
 39%|███▉      | 18080/46302 [19:10:29<29:56:29,  3.82s/it]
 39%|███▉      | 18081/46302 [19:10:33<29:56:14,  3.82s/it]
 39%|███▉      | 18082/46302 [19:10:37<29:56:30,  3.82s/it]
 39%|███▉      | 18083/46302 [19:10:41<29:56:10,  3.82s/it]
 39%|███▉      | 18084/46302 [19:10:44<29:55:50,  3.82s/it]
 39%|███▉      | 18085/46302 [19:10:48<29:55:24,  3.82s/it]
 39%|███▉      | 18086/46302 [19:10:52<29:55:17,  3.82s/it]
 39%|███▉      | 18087/46302 [19:10:56<29:55:12,  3.82s/it]
 39%|███▉      | 18088/46302 [19:11:00<29:55:10,  3.82s/it]
 39%|███▉      | 18089/46302 [19:11:03<29:54:28,  3.82s/it]
 39%|███▉      | 18090/46302 [19:11:07<29:54:51,  3.82s/it]
 39%|███▉      | 18091/46302 [19:11:11<29:55:22,  3.82s/it]
 39%|███▉      | 18092/46302 [19:11:15<29:55:54,  3.82s/it]
 39%|███▉      | 18093/46302 [19:11:19<29:55:50,  3.82s/it]
 39%|███▉      | 18094/46302 [19:11:23<29:55:41,  3.82s/it]
 39%|███▉      | 18095/46302 [19:11:26<29:55:49,  3.82s/it]
 39%|███▉      | 18096/46302 [19:11:30<29:55:26,  3.82s/it]
 39%|███▉      | 18097/46302 [19:11:34<29:55:26,  3.82s/it]
 39%|███▉      | 18098/46302 [19:11:38<29:55:33,  3.82s/it]
 39%|███▉      | 18099/46302 [19:11:42<29:55:26,  3.82s/it]
 39%|███▉      | 18100/46302 [19:11:45<29:55:46,  3.82s/it]
 39%|███▉      | 18101/46302 [19:11:49<29:55:38,  3.82s/it]
 39%|███▉      | 18102/46302 [19:11:53<29:55:20,  3.82s/it]
 39%|███▉      | 18103/46302 [19:11:57<29:54:50,  3.82s/it]
 39%|███▉      | 18104/46302 [19:12:01<29:55:08,  3.82s/it]
 39%|███▉      | 18105/46302 [19:12:05<29:55:10,  3.82s/it]
 39%|███▉      | 18106/46302 [19:12:08<29:55:15,  3.82s/it]
 39%|███▉      | 18107/46302 [19:12:12<29:55:37,  3.82s/it]
 39%|███▉      | 18108/46302 [19:12:16<29:55:13,  3.82s/it]
 39%|███▉      | 18109/46302 [19:12:20<29:55:22,  3.82s/it]
 39%|███▉      | 18110/46302 [19:12:24<29:55:42,  3.82s/it]
 39%|███▉      | 18111/46302 [19:12:28<29:55:14,  3.82s/it]
 39%|███▉      | 18112/46302 [19:12:31<29:55:24,  3.82s/it]
 39%|███▉      | 18113/46302 [19:12:35<29:55:26,  3.82s/it]
 39%|███▉      | 18114/46302 [19:12:39<29:54:51,  3.82s/it]
 39%|███▉      | 18115/46302 [19:12:43<29:55:03,  3.82s/it]
 39%|███▉      | 18116/46302 [19:12:47<29:55:04,  3.82s/it]
 39%|███▉      | 18117/46302 [19:12:50<29:55:04,  3.82s/it]
 39%|███▉      | 18118/46302 [19:12:54<29:54:56,  3.82s/it]
 39%|███▉      | 18119/46302 [19:12:58<29:55:05,  3.82s/it]
 39%|███▉      | 18120/46302 [19:13:02<29:55:13,  3.82s/it]
 39%|███▉      | 18121/46302 [19:13:06<29:55:24,  3.82s/it]
 39%|███▉      | 18122/46302 [19:13:10<29:55:24,  3.82s/it]
 39%|███▉      | 18123/46302 [19:13:13<29:55:19,  3.82s/it]
 39%|███▉      | 18124/46302 [19:13:17<29:54:40,  3.82s/it]
 39%|███▉      | 18125/46302 [19:13:21<29:54:31,  3.82s/it]
 39%|███▉      | 18126/46302 [19:13:25<29:54:27,  3.82s/it]
 39%|███▉      | 18127/46302 [19:13:29<29:53:07,  3.82s/it]
 39%|███▉      | 18128/46302 [19:13:32<29:53:23,  3.82s/it]
 39%|███▉      | 18129/46302 [19:13:36<29:53:00,  3.82s/it]
 39%|███▉      | 18130/46302 [19:13:40<29:52:58,  3.82s/it]
 39%|███▉      | 18131/46302 [19:13:44<29:53:02,  3.82s/it]
 39%|███▉      | 18132/46302 [19:13:48<29:53:07,  3.82s/it]
 39%|███▉      | 18133/46302 [19:13:52<29:53:20,  3.82s/it]
 39%|███▉      | 18134/46302 [19:13:55<29:53:09,  3.82s/it]
 39%|███▉      | 18135/46302 [19:13:59<29:53:02,  3.82s/it]
 39%|███▉      | 18136/46302 [19:14:03<29:52:44,  3.82s/it]
 39%|███▉      | 18137/46302 [19:14:07<29:52:49,  3.82s/it]
 39%|███▉      | 18138/46302 [19:14:11<29:52:58,  3.82s/it]
 39%|███▉      | 18139/46302 [19:14:14<29:52:52,  3.82s/it]
 39%|███▉      | 18140/46302 [19:14:18<29:52:58,  3.82s/it]
 39%|███▉      | 18141/46302 [19:14:22<29:52:59,  3.82s/it]
 39%|███▉      | 18142/46302 [19:14:26<29:51:52,  3.82s/it]
 39%|███▉      | 18143/46302 [19:14:30<29:51:31,  3.82s/it]
 39%|███▉      | 18144/46302 [19:14:34<29:51:41,  3.82s/it]
 39%|███▉      | 18145/46302 [19:14:37<29:52:07,  3.82s/it]
 39%|███▉      | 18146/46302 [19:14:41<29:52:24,  3.82s/it]
 39%|███▉      | 18147/46302 [19:14:45<29:52:33,  3.82s/it]
 39%|███▉      | 18148/46302 [19:14:49<29:52:34,  3.82s/it]
 39%|███▉      | 18149/46302 [19:14:53<29:52:13,  3.82s/it]
 39%|███▉      | 18150/46302 [19:14:56<29:52:20,  3.82s/it]
 39%|███▉      | 18151/46302 [19:15:00<29:52:21,  3.82s/it]
 39%|███▉      | 18152/46302 [19:15:04<29:52:41,  3.82s/it]
 39%|███▉      | 18153/46302 [19:15:08<29:51:56,  3.82s/it]
 39%|███▉      | 18154/46302 [19:15:12<29:51:59,  3.82s/it]
 39%|███▉      | 18155/46302 [19:15:16<29:51:58,  3.82s/it]
 39%|███▉      | 18156/46302 [19:15:19<29:52:22,  3.82s/it]
 39%|███▉      | 18157/46302 [19:15:23<29:52:28,  3.82s/it]
 39%|███▉      | 18158/46302 [19:15:27<29:52:26,  3.82s/it]
 39%|███▉      | 18159/46302 [19:15:31<29:52:26,  3.82s/it]
 39%|███▉      | 18160/46302 [19:15:35<29:49:44,  3.82s/it]
 39%|███▉      | 18161/46302 [19:15:38<29:50:44,  3.82s/it]
 39%|███▉      | 18162/46302 [19:15:42<29:51:15,  3.82s/it]
 39%|███▉      | 18163/46302 [19:15:46<29:50:44,  3.82s/it]
 39%|███▉      | 18164/46302 [19:15:50<29:50:49,  3.82s/it]
 39%|███▉      | 18165/46302 [19:15:54<29:50:35,  3.82s/it]
 39%|███▉      | 18166/46302 [19:15:58<29:50:49,  3.82s/it]
 39%|███▉      | 18167/46302 [19:16:01<29:50:45,  3.82s/it]
 39%|███▉      | 18168/46302 [19:16:05<29:50:47,  3.82s/it]
 39%|███▉      | 18169/46302 [19:16:09<29:50:57,  3.82s/it]
 39%|███▉      | 18170/46302 [19:16:13<29:50:26,  3.82s/it]
 39%|███▉      | 18171/46302 [19:16:17<29:50:53,  3.82s/it]
 39%|███▉      | 18172/46302 [19:16:21<29:50:35,  3.82s/it]
 39%|███▉      | 18173/46302 [19:16:24<29:50:58,  3.82s/it]
 39%|███▉      | 18174/46302 [19:16:28<29:50:35,  3.82s/it]
 39%|███▉      | 18175/46302 [19:16:32<29:50:41,  3.82s/it]
 39%|███▉      | 18176/46302 [19:16:36<29:50:24,  3.82s/it]
 39%|███▉      | 18177/46302 [19:16:40<29:50:33,  3.82s/it]
 39%|███▉      | 18178/46302 [19:16:43<29:50:53,  3.82s/it]
 39%|███▉      | 18179/46302 [19:16:47<29:50:17,  3.82s/it]
 39%|███▉      | 18180/46302 [19:16:51<29:50:02,  3.82s/it]
 39%|███▉      | 18181/46302 [19:16:55<29:50:40,  3.82s/it]
 39%|███▉      | 18182/46302 [19:16:59<29:50:26,  3.82s/it]
 39%|███▉      | 18183/46302 [19:17:03<29:49:47,  3.82s/it]
 39%|███▉      | 18184/46302 [19:17:06<29:50:33,  3.82s/it]
 39%|███▉      | 18185/46302 [19:17:10<29:50:23,  3.82s/it]
 39%|███▉      | 18186/46302 [19:17:14<29:50:27,  3.82s/it]
 39%|███▉      | 18187/46302 [19:17:18<29:49:31,  3.82s/it]
 39%|███▉      | 18188/46302 [19:17:22<29:49:28,  3.82s/it]
 39%|███▉      | 18189/46302 [19:17:25<29:49:54,  3.82s/it]
 39%|███▉      | 18190/46302 [19:17:29<29:49:59,  3.82s/it]
 39%|███▉      | 18191/46302 [19:17:33<29:49:59,  3.82s/it]
 39%|███▉      | 18192/46302 [19:17:37<29:49:57,  3.82s/it]
 39%|███▉      | 18193/46302 [19:17:41<29:49:52,  3.82s/it]
 39%|███▉      | 18194/46302 [19:17:45<29:49:37,  3.82s/it]
 39%|███▉      | 18195/46302 [19:17:48<29:49:18,  3.82s/it]
 39%|███▉      | 18196/46302 [19:17:52<29:48:45,  3.82s/it]
 39%|███▉      | 18197/46302 [19:17:56<29:49:32,  3.82s/it]
 39%|███▉      | 18198/46302 [19:18:00<29:49:47,  3.82s/it]
 39%|███▉      | 18199/46302 [19:18:04<29:49:15,  3.82s/it]
 39%|███▉      | 18200/46302 [19:18:07<29:48:58,  3.82s/it]
 39%|███▉      | 18201/46302 [19:18:11<29:48:32,  3.82s/it]
 39%|███▉      | 18202/46302 [19:18:15<29:48:53,  3.82s/it]
 39%|███▉      | 18203/46302 [19:18:19<29:49:19,  3.82s/it]
 39%|███▉      | 18204/46302 [19:18:23<29:49:51,  3.82s/it]
 39%|███▉      | 18205/46302 [19:18:27<29:49:55,  3.82s/it]
 39%|███▉      | 18206/46302 [19:18:30<29:49:07,  3.82s/it]
 39%|███▉      | 18207/46302 [19:18:34<29:48:58,  3.82s/it]
 39%|███▉      | 18208/46302 [19:18:38<29:49:14,  3.82s/it]
 39%|███▉      | 18209/46302 [19:18:42<29:49:15,  3.82s/it]
 39%|███▉      | 18210/46302 [19:18:46<29:49:37,  3.82s/it]
 39%|███▉      | 18211/46302 [19:18:50<29:49:19,  3.82s/it]
 39%|███▉      | 18212/46302 [19:18:53<29:49:38,  3.82s/it]
 39%|███▉      | 18213/46302 [19:18:57<29:49:50,  3.82s/it]
 39%|███▉      | 18214/46302 [19:19:01<29:49:48,  3.82s/it]
 39%|███▉      | 18215/46302 [19:19:05<29:49:24,  3.82s/it]
 39%|███▉      | 18216/46302 [19:19:09<29:49:31,  3.82s/it]
 39%|███▉      | 18217/46302 [19:19:12<29:48:58,  3.82s/it]
 39%|███▉      | 18218/46302 [19:19:16<29:48:45,  3.82s/it]
 39%|███▉      | 18219/46302 [19:19:20<29:49:17,  3.82s/it]
 39%|███▉      | 18220/46302 [19:19:24<29:49:52,  3.82s/it]
 39%|███▉      | 18221/46302 [19:19:28<29:49:43,  3.82s/it]
 39%|███▉      | 18222/46302 [19:19:32<29:49:34,  3.82s/it]
 39%|███▉      | 18223/46302 [19:19:35<29:49:13,  3.82s/it]
 39%|███▉      | 18224/46302 [19:19:39<29:48:49,  3.82s/it]
 39%|███▉      | 18225/46302 [19:19:43<29:48:59,  3.82s/it]
 39%|███▉      | 18226/46302 [19:19:47<29:48:48,  3.82s/it]
 39%|███▉      | 18227/46302 [19:19:51<29:48:16,  3.82s/it]
 39%|███▉      | 18228/46302 [19:19:55<29:48:37,  3.82s/it]
 39%|███▉      | 18229/46302 [19:19:58<29:48:45,  3.82s/it]
 39%|███▉      | 18230/46302 [19:20:02<29:48:24,  3.82s/it]
 39%|███▉      | 18231/46302 [19:20:06<29:48:12,  3.82s/it]
 39%|███▉      | 18232/46302 [19:20:10<29:48:06,  3.82s/it]
 39%|███▉      | 18233/46302 [19:20:14<29:48:04,  3.82s/it]
 39%|███▉      | 18234/46302 [19:20:17<29:47:56,  3.82s/it]
 39%|███▉      | 18235/46302 [19:20:21<29:48:25,  3.82s/it]
 39%|███▉      | 18236/46302 [19:20:25<29:48:19,  3.82s/it]
 39%|███▉      | 18237/46302 [19:20:29<29:47:43,  3.82s/it]
 39%|███▉      | 18238/46302 [19:20:33<29:47:36,  3.82s/it]
 39%|███▉      | 18239/46302 [19:20:37<29:47:03,  3.82s/it]
 39%|███▉      | 18240/46302 [19:20:40<29:47:14,  3.82s/it]
 39%|███▉      | 18241/46302 [19:20:44<29:47:17,  3.82s/it]
 39%|███▉      | 18242/46302 [19:20:48<29:47:17,  3.82s/it]
 39%|███▉      | 18243/46302 [19:20:52<29:47:10,  3.82s/it]
 39%|███▉      | 18244/46302 [19:20:56<29:47:09,  3.82s/it]
 39%|███▉      | 18245/46302 [19:20:59<29:47:12,  3.82s/it]
 39%|███▉      | 18246/46302 [19:21:03<29:47:07,  3.82s/it]
 39%|███▉      | 18247/46302 [19:21:07<29:46:57,  3.82s/it]
 39%|███▉      | 18248/46302 [19:21:11<29:46:54,  3.82s/it]
 39%|███▉      | 18249/46302 [19:21:15<29:46:32,  3.82s/it]
 39%|███▉      | 18250/46302 [19:21:19<29:46:47,  3.82s/it]
 39%|███▉      | 18251/46302 [19:21:22<29:46:43,  3.82s/it]
 39%|███▉      | 18252/46302 [19:21:26<29:46:17,  3.82s/it]
 39%|███▉      | 18253/46302 [19:21:30<29:46:25,  3.82s/it]
 39%|███▉      | 18254/46302 [19:21:34<29:45:21,  3.82s/it]
 39%|███▉      | 18255/46302 [19:21:38<29:45:33,  3.82s/it]
 39%|███▉      | 18256/46302 [19:21:41<29:44:58,  3.82s/it]
 39%|███▉      | 18257/46302 [19:21:45<29:44:37,  3.82s/it]
 39%|███▉      | 18258/46302 [19:21:49<29:45:01,  3.82s/it]
 39%|███▉      | 18259/46302 [19:21:53<29:44:54,  3.82s/it]
 39%|███▉      | 18260/46302 [19:21:57<29:45:07,  3.82s/it]
 39%|███▉      | 18261/46302 [19:22:01<29:45:25,  3.82s/it]
 39%|███▉      | 18262/46302 [19:22:04<29:45:35,  3.82s/it]
 39%|███▉      | 18263/46302 [19:22:08<29:45:25,  3.82s/it]
 39%|███▉      | 18264/46302 [19:22:12<29:45:26,  3.82s/it]
 39%|███▉      | 18265/46302 [19:22:16<29:44:49,  3.82s/it]
 39%|███▉      | 18266/46302 [19:22:20<29:45:07,  3.82s/it]
 39%|███▉      | 18267/46302 [19:22:24<29:45:15,  3.82s/it]
 39%|███▉      | 18268/46302 [19:22:27<29:44:46,  3.82s/it]
 39%|███▉      | 18269/46302 [19:22:31<29:44:19,  3.82s/it]
 39%|███▉      | 18270/46302 [19:22:35<29:44:46,  3.82s/it]
 39%|███▉      | 18271/46302 [19:22:39<29:44:38,  3.82s/it]
 39%|███▉      | 18272/46302 [19:22:43<29:44:26,  3.82s/it]
 39%|███▉      | 18273/46302 [19:22:46<29:44:17,  3.82s/it]
 39%|███▉      | 18274/46302 [19:22:50<29:44:47,  3.82s/it]
 39%|███▉      | 18275/46302 [19:22:54<29:44:30,  3.82s/it]
 39%|███▉      | 18276/46302 [19:22:58<29:44:47,  3.82s/it]
 39%|███▉      | 18277/46302 [19:23:02<29:44:44,  3.82s/it]
 39%|███▉      | 18278/46302 [19:23:06<29:44:48,  3.82s/it]
 39%|███▉      | 18279/46302 [19:23:09<29:44:34,  3.82s/it]
 39%|███▉      | 18280/46302 [19:23:13<29:44:15,  3.82s/it]
 39%|███▉      | 18281/46302 [19:23:17<29:44:04,  3.82s/it]
 39%|███▉      | 18282/46302 [19:23:21<29:43:55,  3.82s/it]
 39%|███▉      | 18283/46302 [19:23:25<29:43:38,  3.82s/it]
 39%|███▉      | 18284/46302 [19:23:28<29:43:54,  3.82s/it]
 39%|███▉      | 18285/46302 [19:23:32<29:43:48,  3.82s/it]
 39%|███▉      | 18286/46302 [19:23:36<29:43:24,  3.82s/it]
 39%|███▉      | 18287/46302 [19:23:40<29:43:21,  3.82s/it]
 39%|███▉      | 18288/46302 [19:23:44<29:43:24,  3.82s/it]
 39%|███▉      | 18289/46302 [19:23:48<29:44:00,  3.82s/it]
 40%|███▉      | 18290/46302 [19:23:51<29:43:36,  3.82s/it]
 40%|███▉      | 18291/46302 [19:23:55<29:43:45,  3.82s/it]
 40%|███▉      | 18292/46302 [19:23:59<29:42:55,  3.82s/it]
 40%|███▉      | 18293/46302 [19:24:03<29:42:49,  3.82s/it]
 40%|███▉      | 18294/46302 [19:24:07<29:42:07,  3.82s/it]
 40%|███▉      | 18295/46302 [19:24:10<29:42:07,  3.82s/it]
 40%|███▉      | 18296/46302 [19:24:14<29:41:59,  3.82s/it]
 40%|███▉      | 18297/46302 [19:24:18<29:41:57,  3.82s/it]
 40%|███▉      | 18298/46302 [19:24:22<29:42:06,  3.82s/it]
 40%|███▉      | 18299/46302 [19:24:26<29:41:48,  3.82s/it]
 40%|███▉      | 18300/46302 [19:24:30<29:40:57,  3.82s/it]
 40%|███▉      | 18301/46302 [19:24:33<29:41:51,  3.82s/it]
 40%|███▉      | 18302/46302 [19:24:37<29:42:12,  3.82s/it]
 40%|███▉      | 18303/46302 [19:24:41<29:42:19,  3.82s/it]
 40%|███▉      | 18304/46302 [19:24:45<29:42:08,  3.82s/it]
 40%|███▉      | 18305/46302 [19:24:49<29:41:50,  3.82s/it]
 40%|███▉      | 18306/46302 [19:24:52<29:42:10,  3.82s/it]
 40%|███▉      | 18307/46302 [19:24:56<29:42:34,  3.82s/it]
 40%|███▉      | 18308/46302 [19:25:00<29:43:19,  3.82s/it]
 40%|███▉      | 18309/46302 [19:25:04<29:43:30,  3.82s/it]
 40%|███▉      | 18310/46302 [19:25:08<29:43:02,  3.82s/it]
 40%|███▉      | 18311/46302 [19:25:12<29:42:50,  3.82s/it]
 40%|███▉      | 18312/46302 [19:25:15<29:42:56,  3.82s/it]
 40%|███▉      | 18313/46302 [19:25:19<29:42:43,  3.82s/it]
 40%|███▉      | 18314/46302 [19:25:23<29:42:17,  3.82s/it]
 40%|███▉      | 18315/46302 [19:25:27<29:42:08,  3.82s/it]
 40%|███▉      | 18316/46302 [19:25:31<29:42:07,  3.82s/it]
 40%|███▉      | 18317/46302 [19:25:35<29:42:06,  3.82s/it]
 40%|███▉      | 18318/46302 [19:25:38<29:40:55,  3.82s/it]
 40%|███▉      | 18319/46302 [19:25:42<29:40:51,  3.82s/it]
 40%|███▉      | 18320/46302 [19:25:46<29:41:10,  3.82s/it]
 40%|███▉      | 18321/46302 [19:25:50<29:41:33,  3.82s/it]
 40%|███▉      | 18322/46302 [19:25:54<29:41:42,  3.82s/it]
 40%|███▉      | 18323/46302 [19:25:57<29:41:47,  3.82s/it]
 40%|███▉      | 18324/46302 [19:26:01<29:42:02,  3.82s/it]
 40%|███▉      | 18325/46302 [19:26:05<29:42:48,  3.82s/it]
 40%|███▉      | 18326/46302 [19:26:09<29:42:13,  3.82s/it]
 40%|███▉      | 18327/46302 [19:26:13<29:41:26,  3.82s/it]
 40%|███▉      | 18328/46302 [19:26:17<29:41:09,  3.82s/it]
 40%|███▉      | 18329/46302 [19:26:20<29:40:33,  3.82s/it]
 40%|███▉      | 18330/46302 [19:26:24<29:40:49,  3.82s/it]
 40%|███▉      | 18331/46302 [19:26:28<29:40:49,  3.82s/it]
 40%|███▉      | 18332/46302 [19:26:32<29:40:41,  3.82s/it]
 40%|███▉      | 18333/46302 [19:26:36<29:40:30,  3.82s/it]
 40%|███▉      | 18334/46302 [19:26:39<29:40:53,  3.82s/it]
 40%|███▉      | 18335/46302 [19:26:43<29:40:46,  3.82s/it]
 40%|███▉      | 18336/46302 [19:26:47<29:41:24,  3.82s/it]
 40%|███▉      | 18337/46302 [19:26:51<29:41:02,  3.82s/it]
 40%|███▉      | 18338/46302 [19:26:55<29:41:10,  3.82s/it]
 40%|███▉      | 18339/46302 [19:26:59<29:40:52,  3.82s/it]
 40%|███▉      | 18340/46302 [19:27:02<29:40:39,  3.82s/it]
 40%|███▉      | 18341/46302 [19:27:06<29:40:57,  3.82s/it]
 40%|███▉      | 18342/46302 [19:27:10<29:41:10,  3.82s/it]
 40%|███▉      | 18343/46302 [19:27:14<29:40:18,  3.82s/it]
 40%|███▉      | 18344/46302 [19:27:18<29:40:16,  3.82s/it]
 40%|███▉      | 18345/46302 [19:27:21<29:40:28,  3.82s/it]
 40%|███▉      | 18346/46302 [19:27:25<29:40:14,  3.82s/it]
 40%|███▉      | 18347/46302 [19:27:29<29:39:52,  3.82s/it]
 40%|███▉      | 18348/46302 [19:27:33<29:40:06,  3.82s/it]
 40%|███▉      | 18349/46302 [19:27:37<29:39:51,  3.82s/it]
 40%|███▉      | 18350/46302 [19:27:41<29:40:02,  3.82s/it]
 40%|███▉      | 18351/46302 [19:27:44<29:40:06,  3.82s/it]
 40%|███▉      | 18352/46302 [19:27:48<29:39:41,  3.82s/it]
 40%|███▉      | 18353/46302 [19:27:52<29:39:33,  3.82s/it]
 40%|███▉      | 18354/46302 [19:27:56<29:39:30,  3.82s/it]
 40%|███▉      | 18355/46302 [19:28:00<29:39:27,  3.82s/it]
 40%|███▉      | 18356/46302 [19:28:04<29:39:38,  3.82s/it]
 40%|███▉      | 18357/46302 [19:28:07<29:39:50,  3.82s/it]
 40%|███▉      | 18358/46302 [19:28:11<29:39:35,  3.82s/it]
 40%|███▉      | 18359/46302 [19:28:15<29:39:13,  3.82s/it]
 40%|███▉      | 18360/46302 [19:28:19<29:39:19,  3.82s/it]
 40%|███▉      | 18361/46302 [19:28:23<29:39:13,  3.82s/it]
 40%|███▉      | 18362/46302 [19:28:26<29:39:22,  3.82s/it]
 40%|███▉      | 18363/46302 [19:28:30<29:39:20,  3.82s/it]
 40%|███▉      | 18364/46302 [19:28:34<29:39:29,  3.82s/it]
 40%|███▉      | 18365/46302 [19:28:38<29:39:38,  3.82s/it]
 40%|███▉      | 18366/46302 [19:28:42<29:39:03,  3.82s/it]
 40%|███▉      | 18367/46302 [19:28:46<29:38:17,  3.82s/it]
 40%|███▉      | 18368/46302 [19:28:49<29:38:05,  3.82s/it]
 40%|███▉      | 18369/46302 [19:28:53<29:37:25,  3.82s/it]
 40%|███▉      | 18370/46302 [19:28:57<29:37:52,  3.82s/it]
 40%|███▉      | 18371/46302 [19:29:01<29:38:03,  3.82s/it]
 40%|███▉      | 18372/46302 [19:29:05<29:38:06,  3.82s/it]
 40%|███▉      | 18373/46302 [19:29:08<29:38:45,  3.82s/it]
 40%|███▉      | 18374/46302 [19:29:12<29:38:32,  3.82s/it]
 40%|███▉      | 18375/46302 [19:29:16<29:38:25,  3.82s/it]
 40%|███▉      | 18376/46302 [19:29:20<29:38:31,  3.82s/it]
 40%|███▉      | 18377/46302 [19:29:24<29:37:52,  3.82s/it]
 40%|███▉      | 18378/46302 [19:29:28<29:37:55,  3.82s/it]
 40%|███▉      | 18379/46302 [19:29:31<29:37:59,  3.82s/it]
 40%|███▉      | 18380/46302 [19:29:35<29:38:11,  3.82s/it]
 40%|███▉      | 18381/46302 [19:29:39<29:37:57,  3.82s/it]
 40%|███▉      | 18382/46302 [19:29:43<29:37:53,  3.82s/it]
 40%|███▉      | 18383/46302 [19:29:47<29:38:18,  3.82s/it]
 40%|███▉      | 18384/46302 [19:29:51<29:38:21,  3.82s/it]
 40%|███▉      | 18385/46302 [19:29:54<29:38:19,  3.82s/it]
 40%|███▉      | 18386/46302 [19:29:58<29:38:24,  3.82s/it]
 40%|███▉      | 18387/46302 [19:30:02<29:37:47,  3.82s/it]
 40%|███▉      | 18388/46302 [19:30:06<29:37:52,  3.82s/it]
 40%|███▉      | 18389/46302 [19:30:10<29:37:53,  3.82s/it]
 40%|███▉      | 18390/46302 [19:30:13<29:37:36,  3.82s/it]
 40%|███▉      | 18391/46302 [19:30:17<29:37:17,  3.82s/it]
 40%|███▉      | 18392/46302 [19:30:21<29:37:47,  3.82s/it]
 40%|███▉      | 18393/46302 [19:30:25<29:37:53,  3.82s/it]
 40%|███▉      | 18394/46302 [19:30:29<29:37:48,  3.82s/it]
 40%|███▉      | 18395/46302 [19:30:33<29:38:16,  3.82s/it]
 40%|███▉      | 18396/46302 [19:30:36<29:37:53,  3.82s/it]
 40%|███▉      | 18397/46302 [19:30:40<29:38:14,  3.82s/it]
 40%|███▉      | 18398/46302 [19:30:44<29:37:53,  3.82s/it]
 40%|███▉      | 18399/46302 [19:30:48<29:37:10,  3.82s/it]
 40%|███▉      | 18400/46302 [19:30:52<29:36:57,  3.82s/it]
 40%|███▉      | 18401/46302 [19:30:55<29:36:31,  3.82s/it]
 40%|███▉      | 18402/46302 [19:30:59<29:36:48,  3.82s/it]
 40%|███▉      | 18403/46302 [19:31:03<29:36:44,  3.82s/it]
 40%|███▉      | 18404/46302 [19:31:07<29:36:09,  3.82s/it]
 40%|███▉      | 18405/46302 [19:31:11<29:35:45,  3.82s/it]
 40%|███▉      | 18406/46302 [19:31:15<29:35:44,  3.82s/it]
 40%|███▉      | 18407/46302 [19:31:18<29:36:01,  3.82s/it]
 40%|███▉      | 18408/46302 [19:31:22<29:35:54,  3.82s/it]
 40%|███▉      | 18409/46302 [19:31:26<29:33:50,  3.82s/it]
 40%|███▉      | 18410/46302 [19:31:30<29:34:20,  3.82s/it]
 40%|███▉      | 18411/46302 [19:31:34<29:34:56,  3.82s/it]
 40%|███▉      | 18412/46302 [19:31:37<29:34:27,  3.82s/it]
 40%|███▉      | 18413/46302 [19:31:41<29:35:18,  3.82s/it]
 40%|███▉      | 18414/46302 [19:31:45<29:35:34,  3.82s/it]
 40%|███▉      | 18415/46302 [19:31:49<29:35:43,  3.82s/it]
 40%|███▉      | 18416/46302 [19:31:53<29:35:54,  3.82s/it]
 40%|███▉      | 18417/46302 [19:31:57<29:35:16,  3.82s/it]
 40%|███▉      | 18418/46302 [19:32:00<29:34:51,  3.82s/it]
 40%|███▉      | 18419/46302 [19:32:04<29:34:46,  3.82s/it]
 40%|███▉      | 18420/46302 [19:32:08<29:34:31,  3.82s/it]
 40%|███▉      | 18421/46302 [19:32:12<29:34:11,  3.82s/it]
 40%|███▉      | 18422/46302 [19:32:16<29:34:21,  3.82s/it]
 40%|███▉      | 18423/46302 [19:32:19<29:34:32,  3.82s/it]
 40%|███▉      | 18424/46302 [19:32:23<29:35:00,  3.82s/it]
 40%|███▉      | 18425/46302 [19:32:27<29:35:11,  3.82s/it]
 40%|███▉      | 18426/46302 [19:32:31<29:35:32,  3.82s/it]
 40%|███▉      | 18427/46302 [19:32:35<29:35:34,  3.82s/it]
 40%|███▉      | 18428/46302 [19:32:39<29:35:12,  3.82s/it]
 40%|███▉      | 18429/46302 [19:32:42<29:34:57,  3.82s/it]
 40%|███▉      | 18430/46302 [19:32:46<29:34:15,  3.82s/it]
 40%|███▉      | 18431/46302 [19:32:50<29:33:40,  3.82s/it]
 40%|███▉      | 18432/46302 [19:32:54<29:34:10,  3.82s/it]
 40%|███▉      | 18433/46302 [19:32:58<29:34:18,  3.82s/it]
 40%|███▉      | 18434/46302 [19:33:02<29:34:07,  3.82s/it]
 40%|███▉      | 18435/46302 [19:33:05<29:33:27,  3.82s/it]
 40%|███▉      | 18436/46302 [19:33:09<29:33:35,  3.82s/it]
 40%|███▉      | 18437/46302 [19:33:13<29:33:06,  3.82s/it]
 40%|███▉      | 18438/46302 [19:33:17<29:33:20,  3.82s/it]
 40%|███▉      | 18439/46302 [19:33:21<29:33:35,  3.82s/it]
 40%|███▉      | 18440/46302 [19:33:24<29:33:37,  3.82s/it]
 40%|███▉      | 18441/46302 [19:33:28<29:33:52,  3.82s/it]
 40%|███▉      | 18442/46302 [19:33:32<29:33:34,  3.82s/it]
 40%|███▉      | 18443/46302 [19:33:36<29:33:11,  3.82s/it]
 40%|███▉      | 18444/46302 [19:33:40<29:33:43,  3.82s/it]
 40%|███▉      | 18445/46302 [19:33:44<29:33:04,  3.82s/it]
 40%|███▉      | 18446/46302 [19:33:47<29:33:21,  3.82s/it]
 40%|███▉      | 18447/46302 [19:33:51<29:32:54,  3.82s/it]
 40%|███▉      | 18448/46302 [19:33:55<29:32:45,  3.82s/it]
 40%|███▉      | 18449/46302 [19:33:59<29:33:14,  3.82s/it]
 40%|███▉      | 18450/46302 [19:34:03<29:32:54,  3.82s/it]
 40%|███▉      | 18451/46302 [19:34:06<29:32:30,  3.82s/it]
 40%|███▉      | 18452/46302 [19:34:10<29:31:55,  3.82s/it]
 40%|███▉      | 18453/46302 [19:34:14<29:31:51,  3.82s/it]
 40%|███▉      | 18454/46302 [19:34:18<29:31:59,  3.82s/it]
 40%|███▉      | 18455/46302 [19:34:22<29:32:03,  3.82s/it]
 40%|███▉      | 18456/46302 [19:34:26<29:31:41,  3.82s/it]
 40%|███▉      | 18457/46302 [19:34:29<29:31:40,  3.82s/it]
 40%|███▉      | 18458/46302 [19:34:33<29:31:49,  3.82s/it]
 40%|███▉      | 18459/46302 [19:34:37<29:31:57,  3.82s/it]
 40%|███▉      | 18460/46302 [19:34:41<29:32:30,  3.82s/it]
 40%|███▉      | 18461/46302 [19:34:45<29:32:03,  3.82s/it]
 40%|███▉      | 18462/46302 [19:34:48<29:31:50,  3.82s/it]
 40%|███▉      | 18463/46302 [19:34:52<29:31:37,  3.82s/it]
 40%|███▉      | 18464/46302 [19:34:56<29:32:05,  3.82s/it]
 40%|███▉      | 18465/46302 [19:35:00<29:31:34,  3.82s/it]
 40%|███▉      | 18466/46302 [19:35:04<29:31:07,  3.82s/it]
 40%|███▉      | 18467/46302 [19:35:08<29:30:56,  3.82s/it]
 40%|███▉      | 18468/46302 [19:35:11<29:30:55,  3.82s/it]
 40%|███▉      | 18469/46302 [19:35:15<29:30:50,  3.82s/it]
 40%|███▉      | 18470/46302 [19:35:19<29:31:25,  3.82s/it]
 40%|███▉      | 18471/46302 [19:35:23<29:31:30,  3.82s/it]
 40%|███▉      | 18472/46302 [19:35:27<29:31:05,  3.82s/it]
 40%|███▉      | 18473/46302 [19:35:30<29:31:19,  3.82s/it]
 40%|███▉      | 18474/46302 [19:35:34<29:31:14,  3.82s/it]
 40%|███▉      | 18475/46302 [19:35:38<29:30:43,  3.82s/it]
 40%|███▉      | 18476/46302 [19:35:42<29:31:07,  3.82s/it]
 40%|███▉      | 18477/46302 [19:35:46<29:31:19,  3.82s/it]
 40%|███▉      | 18478/46302 [19:35:50<29:30:56,  3.82s/it]
 40%|███▉      | 18479/46302 [19:35:53<29:30:44,  3.82s/it]
 40%|███▉      | 18480/46302 [19:35:57<29:30:15,  3.82s/it]
 40%|███▉      | 18481/46302 [19:36:01<29:29:51,  3.82s/it]
 40%|███▉      | 18482/46302 [19:36:05<29:30:31,  3.82s/it]
 40%|███▉      | 18483/46302 [19:36:09<29:30:05,  3.82s/it]
 40%|███▉      | 18484/46302 [19:36:12<29:24:52,  3.81s/it]
 40%|███▉      | 18485/46302 [19:36:16<29:22:16,  3.80s/it]
 40%|███▉      | 18486/46302 [19:36:20<29:21:06,  3.80s/it]
 40%|███▉      | 18487/46302 [19:36:24<29:20:01,  3.80s/it]
 40%|███▉      | 18488/46302 [19:36:28<29:18:43,  3.79s/it]
 40%|███▉      | 18489/46302 [19:36:31<29:17:16,  3.79s/it]
 40%|███▉      | 18490/46302 [19:36:35<29:17:21,  3.79s/it]
 40%|███▉      | 18491/46302 [19:36:39<29:16:24,  3.79s/it]
 40%|███▉      | 18492/46302 [19:36:43<29:16:15,  3.79s/it]
 40%|███▉      | 18493/46302 [19:36:46<29:14:56,  3.79s/it]
 40%|███▉      | 18494/46302 [19:36:50<29:14:25,  3.79s/it]
 40%|███▉      | 18495/46302 [19:36:54<29:15:07,  3.79s/it]
 40%|███▉      | 18496/46302 [19:36:58<29:14:45,  3.79s/it]
 40%|███▉      | 18497/46302 [19:37:02<29:14:18,  3.79s/it]
 40%|███▉      | 18498/46302 [19:37:05<29:13:41,  3.78s/it]
 40%|███▉      | 18499/46302 [19:37:09<29:13:30,  3.78s/it]
 40%|███▉      | 18500/46302 [19:37:13<29:13:28,  3.78s/it]
                                                           
{'loss': 3.2882, 'learning_rate': 0.0030685179462275397, 'epoch': 0.4}

 40%|███▉      | 18500/46302 [19:37:13<29:13:28,  3.78s/it]
 40%|███▉      | 18501/46302 [19:37:17<29:14:32,  3.79s/it]
 40%|███▉      | 18502/46302 [19:37:21<29:13:36,  3.78s/it]
 40%|███▉      | 18503/46302 [19:37:24<29:13:55,  3.79s/it]
 40%|███▉      | 18504/46302 [19:37:28<29:15:09,  3.79s/it]
 40%|███▉      | 18505/46302 [19:37:32<29:14:16,  3.79s/it]
 40%|███▉      | 18506/46302 [19:37:36<29:13:46,  3.79s/it]
 40%|███▉      | 18507/46302 [19:37:39<29:14:20,  3.79s/it]
 40%|███▉      | 18508/46302 [19:37:43<29:14:37,  3.79s/it]
 40%|███▉      | 18509/46302 [19:37:47<29:14:48,  3.79s/it]
 40%|███▉      | 18510/46302 [19:37:51<29:14:42,  3.79s/it]
 40%|███▉      | 18511/46302 [19:37:55<29:13:27,  3.79s/it]
 40%|███▉      | 18512/46302 [19:37:58<29:13:33,  3.79s/it]
 40%|███▉      | 18513/46302 [19:38:02<29:13:02,  3.79s/it]
 40%|███▉      | 18514/46302 [19:38:06<29:12:04,  3.78s/it]
 40%|███▉      | 18515/46302 [19:38:10<29:11:56,  3.78s/it]
 40%|███▉      | 18516/46302 [19:38:14<29:12:25,  3.78s/it]
 40%|███▉      | 18517/46302 [19:38:17<29:14:16,  3.79s/it]
 40%|███▉      | 18518/46302 [19:38:21<29:13:28,  3.79s/it]
 40%|███▉      | 18519/46302 [19:38:25<29:13:23,  3.79s/it]
 40%|███▉      | 18520/46302 [19:38:29<29:13:23,  3.79s/it]
 40%|████      | 18521/46302 [19:38:33<29:13:23,  3.79s/it]
 40%|████      | 18522/46302 [19:38:36<29:12:57,  3.79s/it]
 40%|████      | 18523/46302 [19:38:40<29:14:05,  3.79s/it]
 40%|████      | 18524/46302 [19:38:44<29:13:13,  3.79s/it]
 40%|████      | 18525/46302 [19:38:48<29:12:02,  3.78s/it]
 40%|████      | 18526/46302 [19:38:51<29:11:00,  3.78s/it]
 40%|████      | 18527/46302 [19:38:55<29:10:54,  3.78s/it]
 40%|████      | 18528/46302 [19:38:59<29:12:30,  3.79s/it]
 40%|████      | 18529/46302 [19:39:03<29:12:46,  3.79s/it]
 40%|████      | 18530/46302 [19:39:07<29:12:40,  3.79s/it]
 40%|████      | 18531/46302 [19:39:10<29:13:36,  3.79s/it]
 40%|████      | 18532/46302 [19:39:14<29:17:41,  3.80s/it]
 40%|████      | 18533/46302 [19:39:18<29:20:25,  3.80s/it]
 40%|████      | 18534/46302 [19:39:22<29:22:26,  3.81s/it]
 40%|████      | 18535/46302 [19:39:26<29:23:16,  3.81s/it]
 40%|████      | 18536/46302 [19:39:29<29:24:30,  3.81s/it]
 40%|████      | 18537/46302 [19:39:33<29:25:58,  3.82s/it]
 40%|████      | 18538/46302 [19:39:37<29:26:17,  3.82s/it]
 40%|████      | 18539/46302 [19:39:41<29:26:30,  3.82s/it]
 40%|████      | 18540/46302 [19:39:45<29:26:27,  3.82s/it]
 40%|████      | 18541/46302 [19:39:49<29:25:30,  3.82s/it]
 40%|████      | 18542/46302 [19:39:52<29:25:23,  3.82s/it]
 40%|████      | 18543/46302 [19:39:56<29:25:18,  3.82s/it]
 40%|████      | 18544/46302 [19:40:00<29:25:24,  3.82s/it]
 40%|████      | 18545/46302 [19:40:04<29:25:24,  3.82s/it]
 40%|████      | 18546/46302 [19:40:08<29:25:52,  3.82s/it]
 40%|████      | 18547/46302 [19:40:11<29:25:32,  3.82s/it]
 40%|████      | 18548/46302 [19:40:15<29:25:37,  3.82s/it]
 40%|████      | 18549/46302 [19:40:19<29:25:51,  3.82s/it]
 40%|████      | 18550/46302 [19:40:23<29:26:10,  3.82s/it]
 40%|████      | 18551/46302 [19:40:27<29:25:17,  3.82s/it]
 40%|████      | 18552/46302 [19:40:31<29:24:55,  3.82s/it]
 40%|████      | 18553/46302 [19:40:34<29:25:08,  3.82s/it]
 40%|████      | 18554/46302 [19:40:38<29:24:57,  3.82s/it]
 40%|████      | 18555/46302 [19:40:42<29:25:12,  3.82s/it]
 40%|████      | 18556/46302 [19:40:46<29:25:13,  3.82s/it]
 40%|████      | 18557/46302 [19:40:50<29:24:44,  3.82s/it]
 40%|████      | 18558/46302 [19:40:53<29:24:20,  3.82s/it]
 40%|████      | 18559/46302 [19:40:57<29:24:42,  3.82s/it]
 40%|████      | 18560/46302 [19:41:01<29:24:49,  3.82s/it]
 40%|████      | 18561/46302 [19:41:05<29:24:48,  3.82s/it]
 40%|████      | 18562/46302 [19:41:09<29:24:19,  3.82s/it]
 40%|████      | 18563/46302 [19:41:13<29:24:26,  3.82s/it]
 40%|████      | 18564/46302 [19:41:16<29:24:26,  3.82s/it]
 40%|████      | 18565/46302 [19:41:20<29:24:45,  3.82s/it]
 40%|████      | 18566/46302 [19:41:24<29:24:27,  3.82s/it]
 40%|████      | 18567/46302 [19:41:28<29:24:44,  3.82s/it]
 40%|████      | 18568/46302 [19:41:32<29:24:34,  3.82s/it]
 40%|████      | 18569/46302 [19:41:35<29:23:40,  3.82s/it]
 40%|████      | 18570/46302 [19:41:39<29:22:59,  3.81s/it]
 40%|████      | 18571/46302 [19:41:43<29:23:31,  3.82s/it]
 40%|████      | 18572/46302 [19:41:47<29:23:48,  3.82s/it]
 40%|████      | 18573/46302 [19:41:51<29:23:28,  3.82s/it]
 40%|████      | 18574/46302 [19:41:54<29:23:41,  3.82s/it]
 40%|████      | 18575/46302 [19:41:58<29:23:55,  3.82s/it]
 40%|████      | 18576/46302 [19:42:02<29:23:34,  3.82s/it]
 40%|████      | 18577/46302 [19:42:06<29:24:11,  3.82s/it]
 40%|████      | 18578/46302 [19:42:10<29:24:29,  3.82s/it]
 40%|████      | 18579/46302 [19:42:14<29:23:42,  3.82s/it]
 40%|████      | 18580/46302 [19:42:17<29:23:00,  3.82s/it]
 40%|████      | 18581/46302 [19:42:21<29:23:01,  3.82s/it]
 40%|████      | 18582/46302 [19:42:25<29:23:20,  3.82s/it]
 40%|████      | 18583/46302 [19:42:29<29:22:57,  3.82s/it]
 40%|████      | 18584/46302 [19:42:33<29:22:12,  3.81s/it]
 40%|████      | 18585/46302 [19:42:36<29:22:38,  3.82s/it]
 40%|████      | 18586/46302 [19:42:40<29:23:04,  3.82s/it]
 40%|████      | 18587/46302 [19:42:44<29:23:09,  3.82s/it]
 40%|████      | 18588/46302 [19:42:48<29:23:06,  3.82s/it]
 40%|████      | 18589/46302 [19:42:52<29:23:21,  3.82s/it]
 40%|████      | 18590/46302 [19:42:56<29:23:05,  3.82s/it]
 40%|████      | 18591/46302 [19:42:59<29:22:39,  3.82s/it]
 40%|████      | 18592/46302 [19:43:03<29:22:43,  3.82s/it]
 40%|████      | 18593/46302 [19:43:07<29:22:57,  3.82s/it]
 40%|████      | 18594/46302 [19:43:11<29:23:06,  3.82s/it]
 40%|████      | 18595/46302 [19:43:15<29:23:07,  3.82s/it]
 40%|████      | 18596/46302 [19:43:18<29:22:57,  3.82s/it]
 40%|████      | 18597/46302 [19:43:22<29:22:24,  3.82s/it]
 40%|████      | 18598/46302 [19:43:26<29:22:29,  3.82s/it]
 40%|████      | 18599/46302 [19:43:30<29:22:21,  3.82s/it]
 40%|████      | 18600/46302 [19:43:34<29:22:28,  3.82s/it]
 40%|████      | 18601/46302 [19:43:38<29:21:34,  3.82s/it]
 40%|████      | 18602/46302 [19:43:41<29:21:07,  3.81s/it]
 40%|████      | 18603/46302 [19:43:45<29:21:02,  3.81s/it]
 40%|████      | 18604/46302 [19:43:49<29:21:30,  3.82s/it]
 40%|████      | 18605/46302 [19:43:53<29:22:07,  3.82s/it]
 40%|████      | 18606/46302 [19:43:57<29:21:58,  3.82s/it]
 40%|████      | 18607/46302 [19:44:00<29:22:34,  3.82s/it]
 40%|████      | 18608/46302 [19:44:04<29:22:24,  3.82s/it]
 40%|████      | 18609/46302 [19:44:08<29:23:05,  3.82s/it]
 40%|████      | 18610/46302 [19:44:12<29:22:57,  3.82s/it]
 40%|████      | 18611/46302 [19:44:16<29:22:34,  3.82s/it]
 40%|████      | 18612/46302 [19:44:20<29:22:15,  3.82s/it]
 40%|████      | 18613/46302 [19:44:23<29:22:16,  3.82s/it]
 40%|████      | 18614/46302 [19:44:27<29:22:34,  3.82s/it]
 40%|████      | 18615/46302 [19:44:31<29:22:40,  3.82s/it]
 40%|████      | 18616/46302 [19:44:35<29:21:44,  3.82s/it]
 40%|████      | 18617/46302 [19:44:39<29:21:45,  3.82s/it]
 40%|████      | 18618/46302 [19:44:42<29:21:22,  3.82s/it]
 40%|████      | 18619/46302 [19:44:46<29:21:41,  3.82s/it]
 40%|████      | 18620/46302 [19:44:50<29:21:58,  3.82s/it]
 40%|████      | 18621/46302 [19:44:54<29:21:50,  3.82s/it]
 40%|████      | 18622/46302 [19:44:58<29:21:32,  3.82s/it]
 40%|████      | 18623/46302 [19:45:02<29:21:46,  3.82s/it]
 40%|████      | 18624/46302 [19:45:05<29:21:42,  3.82s/it]
 40%|████      | 18625/46302 [19:45:09<29:21:23,  3.82s/it]
 40%|████      | 18626/46302 [19:45:13<29:20:57,  3.82s/it]
 40%|████      | 18627/46302 [19:45:17<29:20:53,  3.82s/it]
 40%|████      | 18628/46302 [19:45:21<29:20:49,  3.82s/it]
 40%|████      | 18629/46302 [19:45:24<29:21:21,  3.82s/it]
 40%|████      | 18630/46302 [19:45:28<29:20:38,  3.82s/it]
 40%|████      | 18631/46302 [19:45:32<29:21:17,  3.82s/it]
 40%|████      | 18632/46302 [19:45:36<29:21:12,  3.82s/it]
 40%|████      | 18633/46302 [19:45:40<29:21:08,  3.82s/it]
 40%|████      | 18634/46302 [19:45:44<29:19:34,  3.82s/it]
 40%|████      | 18635/46302 [19:45:47<29:19:55,  3.82s/it]
 40%|████      | 18636/46302 [19:45:51<29:19:58,  3.82s/it]
 40%|████      | 18637/46302 [19:45:55<29:20:46,  3.82s/it]
 40%|████      | 18638/46302 [19:45:59<29:20:39,  3.82s/it]
 40%|████      | 18639/46302 [19:46:03<29:20:19,  3.82s/it]
 40%|████      | 18640/46302 [19:46:06<29:20:06,  3.82s/it]
 40%|████      | 18641/46302 [19:46:10<29:20:20,  3.82s/it]
 40%|████      | 18642/46302 [19:46:14<29:20:33,  3.82s/it]
 40%|████      | 18643/46302 [19:46:18<29:20:19,  3.82s/it]
 40%|████      | 18644/46302 [19:46:22<29:20:27,  3.82s/it]
 40%|████      | 18645/46302 [19:46:26<29:20:32,  3.82s/it]
 40%|████      | 18646/46302 [19:46:29<29:20:16,  3.82s/it]
 40%|████      | 18647/46302 [19:46:33<29:20:09,  3.82s/it]
 40%|████      | 18648/46302 [19:46:37<29:19:50,  3.82s/it]
 40%|████      | 18649/46302 [19:46:41<29:19:49,  3.82s/it]
 40%|████      | 18650/46302 [19:46:45<29:19:24,  3.82s/it]
 40%|████      | 18651/46302 [19:46:48<29:19:22,  3.82s/it]
 40%|████      | 18652/46302 [19:46:52<29:19:45,  3.82s/it]
 40%|████      | 18653/46302 [19:46:56<29:20:01,  3.82s/it]
 40%|████      | 18654/46302 [19:47:00<29:19:14,  3.82s/it]
 40%|████      | 18655/46302 [19:47:04<29:19:36,  3.82s/it]
 40%|████      | 18656/46302 [19:47:08<29:19:51,  3.82s/it]
 40%|████      | 18657/46302 [19:47:11<29:19:46,  3.82s/it]
 40%|████      | 18658/46302 [19:47:15<29:19:59,  3.82s/it]
 40%|████      | 18659/46302 [19:47:19<29:19:50,  3.82s/it]
 40%|████      | 18660/46302 [19:47:23<29:19:35,  3.82s/it]
 40%|████      | 18661/46302 [19:47:27<29:19:03,  3.82s/it]
 40%|████      | 18662/46302 [19:47:30<29:19:08,  3.82s/it]
 40%|████      | 18663/46302 [19:47:34<29:18:53,  3.82s/it]
 40%|████      | 18664/46302 [19:47:38<29:18:20,  3.82s/it]
 40%|████      | 18665/46302 [19:47:42<29:18:13,  3.82s/it]
 40%|████      | 18666/46302 [19:47:46<29:17:53,  3.82s/it]
 40%|████      | 18667/46302 [19:47:50<29:17:54,  3.82s/it]
 40%|████      | 18668/46302 [19:47:53<29:17:45,  3.82s/it]
 40%|████      | 18669/46302 [19:47:57<29:18:18,  3.82s/it]
 40%|████      | 18670/46302 [19:48:01<29:18:36,  3.82s/it]
 40%|████      | 18671/46302 [19:48:05<29:19:05,  3.82s/it]
 40%|████      | 18672/46302 [19:48:09<29:19:11,  3.82s/it]
 40%|████      | 18673/46302 [19:48:12<29:19:25,  3.82s/it]
 40%|████      | 18674/46302 [19:48:16<29:19:16,  3.82s/it]
 40%|████      | 18675/46302 [19:48:20<29:18:54,  3.82s/it]
 40%|████      | 18676/46302 [19:48:24<29:19:02,  3.82s/it]
 40%|████      | 18677/46302 [19:48:28<29:19:18,  3.82s/it]
 40%|████      | 18678/46302 [19:48:32<29:18:38,  3.82s/it]
 40%|████      | 18679/46302 [19:48:35<29:18:35,  3.82s/it]
 40%|████      | 18680/46302 [19:48:39<29:18:05,  3.82s/it]
 40%|████      | 18681/46302 [19:48:43<29:17:41,  3.82s/it]
 40%|████      | 18682/46302 [19:48:47<29:18:04,  3.82s/it]
 40%|████      | 18683/46302 [19:48:51<29:17:37,  3.82s/it]
 40%|████      | 18684/46302 [19:48:54<29:17:42,  3.82s/it]
 40%|████      | 18685/46302 [19:48:58<29:17:40,  3.82s/it]
 40%|████      | 18686/46302 [19:49:02<29:17:38,  3.82s/it]
 40%|████      | 18687/46302 [19:49:06<29:18:16,  3.82s/it]
 40%|████      | 18688/46302 [19:49:10<29:18:31,  3.82s/it]
 40%|████      | 18689/46302 [19:49:14<29:18:26,  3.82s/it]
 40%|████      | 18690/46302 [19:49:17<29:18:27,  3.82s/it]
 40%|████      | 18691/46302 [19:49:21<29:18:18,  3.82s/it]
 40%|████      | 18692/46302 [19:49:25<29:18:19,  3.82s/it]
 40%|████      | 18693/46302 [19:49:29<29:18:07,  3.82s/it]
 40%|████      | 18694/46302 [19:49:33<29:17:29,  3.82s/it]
 40%|████      | 18695/46302 [19:49:37<29:17:23,  3.82s/it]
 40%|████      | 18696/46302 [19:49:40<29:17:14,  3.82s/it]
 40%|████      | 18697/46302 [19:49:44<29:17:08,  3.82s/it]
 40%|████      | 18698/46302 [19:49:48<29:16:44,  3.82s/it]
 40%|████      | 18699/46302 [19:49:52<29:17:31,  3.82s/it]
 40%|████      | 18700/46302 [19:49:56<29:17:17,  3.82s/it]
 40%|████      | 18701/46302 [19:49:59<29:16:41,  3.82s/it]
 40%|████      | 18702/46302 [19:50:03<29:16:36,  3.82s/it]
 40%|████      | 18703/46302 [19:50:07<29:16:39,  3.82s/it]
 40%|████      | 18704/46302 [19:50:11<29:16:39,  3.82s/it]
 40%|████      | 18705/46302 [19:50:15<29:16:36,  3.82s/it]
 40%|████      | 18706/46302 [19:50:19<29:16:23,  3.82s/it]
 40%|████      | 18707/46302 [19:50:22<29:16:04,  3.82s/it]
 40%|████      | 18708/46302 [19:50:26<29:15:59,  3.82s/it]
 40%|████      | 18709/46302 [19:50:30<29:16:04,  3.82s/it]
 40%|████      | 18710/46302 [19:50:34<29:16:13,  3.82s/it]
 40%|████      | 18711/46302 [19:50:38<29:16:10,  3.82s/it]
 40%|████      | 18712/46302 [19:50:41<29:16:14,  3.82s/it]
 40%|████      | 18713/46302 [19:50:45<29:15:57,  3.82s/it]
 40%|████      | 18714/46302 [19:50:49<29:15:41,  3.82s/it]
 40%|████      | 18715/46302 [19:50:53<29:15:42,  3.82s/it]
 40%|████      | 18716/46302 [19:50:57<29:15:48,  3.82s/it]
 40%|████      | 18717/46302 [19:51:01<29:15:50,  3.82s/it]
 40%|████      | 18718/46302 [19:51:04<29:15:51,  3.82s/it]
 40%|████      | 18719/46302 [19:51:08<29:15:26,  3.82s/it]
 40%|████      | 18720/46302 [19:51:12<29:15:45,  3.82s/it]
 40%|████      | 18721/46302 [19:51:16<29:16:14,  3.82s/it]
 40%|████      | 18722/46302 [19:51:20<29:16:36,  3.82s/it]
 40%|████      | 18723/46302 [19:51:23<29:16:09,  3.82s/it]
 40%|████      | 18724/46302 [19:51:27<29:15:40,  3.82s/it]
 40%|████      | 18725/46302 [19:51:31<29:15:41,  3.82s/it]
 40%|████      | 18726/46302 [19:51:35<29:15:23,  3.82s/it]
 40%|████      | 18727/46302 [19:51:39<29:15:16,  3.82s/it]
 40%|████      | 18728/46302 [19:51:43<29:15:03,  3.82s/it]
 40%|████      | 18729/46302 [19:51:46<29:15:07,  3.82s/it]
 40%|████      | 18730/46302 [19:51:50<29:14:44,  3.82s/it]
 40%|████      | 18731/46302 [19:51:54<29:14:53,  3.82s/it]
 40%|████      | 18732/46302 [19:51:58<29:14:20,  3.82s/it]
 40%|████      | 18733/46302 [19:52:02<29:14:16,  3.82s/it]
 40%|████      | 18734/46302 [19:52:05<29:13:55,  3.82s/it]
 40%|████      | 18735/46302 [19:52:09<29:14:22,  3.82s/it]
 40%|████      | 18736/46302 [19:52:13<29:14:37,  3.82s/it]
 40%|████      | 18737/46302 [19:52:17<29:14:32,  3.82s/it]
 40%|████      | 18738/46302 [19:52:21<29:14:19,  3.82s/it]
 40%|████      | 18739/46302 [19:52:25<29:14:11,  3.82s/it]
 40%|████      | 18740/46302 [19:52:28<29:10:57,  3.81s/it]
 40%|████      | 18741/46302 [19:52:32<29:10:06,  3.81s/it]
 40%|████      | 18742/46302 [19:52:36<29:09:48,  3.81s/it]
 40%|████      | 18743/46302 [19:52:40<29:07:10,  3.80s/it]
 40%|████      | 18744/46302 [19:52:44<29:07:28,  3.80s/it]
 40%|████      | 18745/46302 [19:52:47<29:06:48,  3.80s/it]
 40%|████      | 18746/46302 [19:52:51<29:06:29,  3.80s/it]
 40%|████      | 18747/46302 [19:52:55<29:04:30,  3.80s/it]
 40%|████      | 18748/46302 [19:52:59<29:02:50,  3.80s/it]
 40%|████      | 18749/46302 [19:53:03<29:03:18,  3.80s/it]
 40%|████      | 18750/46302 [19:53:06<29:02:04,  3.79s/it]
 40%|████      | 18751/46302 [19:53:10<29:02:21,  3.79s/it]
 40%|████      | 18752/46302 [19:53:14<29:02:26,  3.79s/it]
 41%|████      | 18753/46302 [19:53:18<29:02:55,  3.80s/it]
 41%|████      | 18754/46302 [19:53:22<29:02:47,  3.80s/it]
 41%|████      | 18755/46302 [19:53:25<29:03:00,  3.80s/it]
 41%|████      | 18756/46302 [19:53:29<29:02:48,  3.80s/it]
 41%|████      | 18757/46302 [19:53:33<29:03:02,  3.80s/it]
 41%|████      | 18758/46302 [19:53:37<29:01:34,  3.79s/it]
 41%|████      | 18759/46302 [19:53:40<29:00:43,  3.79s/it]
 41%|████      | 18760/46302 [19:53:44<29:00:57,  3.79s/it]
 41%|████      | 18761/46302 [19:53:48<29:01:17,  3.79s/it]
 41%|████      | 18762/46302 [19:53:52<28:59:33,  3.79s/it]
 41%|████      | 18763/46302 [19:53:56<29:00:24,  3.79s/it]
 41%|████      | 18764/46302 [19:53:59<29:00:02,  3.79s/it]
 41%|████      | 18765/46302 [19:54:03<29:00:14,  3.79s/it]
 41%|████      | 18766/46302 [19:54:07<29:00:46,  3.79s/it]
 41%|████      | 18767/46302 [19:54:11<28:59:47,  3.79s/it]
 41%|████      | 18768/46302 [19:54:15<29:00:13,  3.79s/it]
 41%|████      | 18769/46302 [19:54:18<29:03:58,  3.80s/it]
 41%|████      | 18770/46302 [19:54:22<29:05:27,  3.80s/it]
 41%|████      | 18771/46302 [19:54:26<29:07:19,  3.81s/it]
 41%|████      | 18772/46302 [19:54:30<29:09:08,  3.81s/it]
 41%|████      | 18773/46302 [19:54:34<29:09:47,  3.81s/it]
 41%|████      | 18774/46302 [19:54:38<29:10:54,  3.82s/it]
 41%|████      | 18775/46302 [19:54:41<29:11:03,  3.82s/it]
 41%|████      | 18776/46302 [19:54:45<29:10:46,  3.82s/it]
 41%|████      | 18777/46302 [19:54:49<29:10:54,  3.82s/it]
 41%|████      | 18778/46302 [19:54:53<29:11:35,  3.82s/it]
 41%|████      | 18779/46302 [19:54:57<29:11:49,  3.82s/it]
 41%|████      | 18780/46302 [19:55:00<29:11:23,  3.82s/it]
 41%|████      | 18781/46302 [19:55:04<29:11:11,  3.82s/it]
 41%|████      | 18782/46302 [19:55:08<29:11:32,  3.82s/it]
 41%|████      | 18783/46302 [19:55:12<29:12:09,  3.82s/it]
 41%|████      | 18784/46302 [19:55:16<29:12:05,  3.82s/it]
 41%|████      | 18785/46302 [19:55:20<29:12:02,  3.82s/it]
 41%|████      | 18786/46302 [19:55:23<29:11:49,  3.82s/it]
 41%|████      | 18787/46302 [19:55:27<29:11:15,  3.82s/it]
 41%|████      | 18788/46302 [19:55:31<29:11:26,  3.82s/it]
 41%|████      | 18789/46302 [19:55:35<29:11:25,  3.82s/it]
 41%|████      | 18790/46302 [19:55:39<29:11:19,  3.82s/it]
 41%|████      | 18791/46302 [19:55:42<29:11:15,  3.82s/it]
 41%|████      | 18792/46302 [19:55:46<29:11:26,  3.82s/it]
 41%|████      | 18793/46302 [19:55:50<29:11:53,  3.82s/it]
 41%|████      | 18794/46302 [19:55:54<29:12:19,  3.82s/it]
 41%|████      | 18795/46302 [19:55:58<29:11:36,  3.82s/it]
 41%|████      | 18796/46302 [19:56:02<29:11:35,  3.82s/it]
 41%|████      | 18797/46302 [19:56:05<29:11:42,  3.82s/it]
 41%|████      | 18798/46302 [19:56:09<29:11:39,  3.82s/it]
 41%|████      | 18799/46302 [19:56:13<29:11:17,  3.82s/it]
 41%|████      | 18800/46302 [19:56:17<29:11:09,  3.82s/it]
 41%|████      | 18801/46302 [19:56:21<29:11:02,  3.82s/it]
 41%|████      | 18802/46302 [19:56:24<29:10:57,  3.82s/it]
 41%|████      | 18803/46302 [19:56:28<29:10:42,  3.82s/it]
 41%|████      | 18804/46302 [19:56:32<29:10:51,  3.82s/it]
 41%|████      | 18805/46302 [19:56:36<29:10:32,  3.82s/it]
 41%|████      | 18806/46302 [19:56:40<29:10:00,  3.82s/it]
 41%|████      | 18807/46302 [19:56:44<29:10:13,  3.82s/it]
 41%|████      | 18808/46302 [19:56:47<29:09:45,  3.82s/it]
 41%|████      | 18809/46302 [19:56:51<29:09:23,  3.82s/it]
 41%|████      | 18810/46302 [19:56:55<29:09:13,  3.82s/it]
 41%|████      | 18811/46302 [19:56:59<29:08:56,  3.82s/it]
 41%|████      | 18812/46302 [19:57:03<29:08:49,  3.82s/it]
 41%|████      | 18813/46302 [19:57:06<29:09:02,  3.82s/it]
 41%|████      | 18814/46302 [19:57:10<29:09:09,  3.82s/it]
 41%|████      | 18815/46302 [19:57:14<29:09:46,  3.82s/it]
 41%|████      | 18816/46302 [19:57:18<29:09:27,  3.82s/it]
 41%|████      | 18817/46302 [19:57:22<29:09:31,  3.82s/it]
 41%|████      | 18818/46302 [19:57:26<29:08:57,  3.82s/it]
 41%|████      | 18819/46302 [19:57:29<29:09:08,  3.82s/it]
 41%|████      | 18820/46302 [19:57:33<29:08:49,  3.82s/it]
 41%|████      | 18821/46302 [19:57:37<29:08:43,  3.82s/it]
 41%|████      | 18822/46302 [19:57:41<29:08:12,  3.82s/it]
 41%|████      | 18823/46302 [19:57:45<29:08:19,  3.82s/it]
 41%|████      | 18824/46302 [19:57:48<29:07:59,  3.82s/it]
 41%|████      | 18825/46302 [19:57:52<29:08:03,  3.82s/it]
 41%|████      | 18826/46302 [19:57:56<29:07:50,  3.82s/it]
 41%|████      | 18827/46302 [19:58:00<29:07:52,  3.82s/it]
 41%|████      | 18828/46302 [19:58:04<29:08:05,  3.82s/it]
 41%|████      | 18829/46302 [19:58:08<29:08:21,  3.82s/it]
 41%|████      | 18830/46302 [19:58:11<29:08:52,  3.82s/it]
 41%|████      | 18831/46302 [19:58:15<29:08:45,  3.82s/it]
 41%|████      | 18832/46302 [19:58:19<29:07:59,  3.82s/it]
 41%|████      | 18833/46302 [19:58:23<29:07:49,  3.82s/it]
 41%|████      | 18834/46302 [19:58:27<29:07:46,  3.82s/it]
 41%|████      | 18835/46302 [19:58:30<29:07:10,  3.82s/it]
 41%|████      | 18836/46302 [19:58:34<29:07:09,  3.82s/it]
 41%|████      | 18837/46302 [19:58:38<29:07:09,  3.82s/it]
 41%|████      | 18838/46302 [19:58:42<29:07:36,  3.82s/it]
 41%|████      | 18839/46302 [19:58:46<29:07:43,  3.82s/it]
 41%|████      | 18840/46302 [19:58:50<29:07:52,  3.82s/it]
 41%|████      | 18841/46302 [19:58:53<29:07:40,  3.82s/it]
 41%|████      | 18842/46302 [19:58:57<29:07:27,  3.82s/it]
 41%|████      | 18843/46302 [19:59:01<29:07:45,  3.82s/it]
 41%|████      | 18844/46302 [19:59:05<29:07:55,  3.82s/it]
 41%|████      | 18845/46302 [19:59:09<29:07:24,  3.82s/it]
 41%|████      | 18846/46302 [19:59:12<29:06:44,  3.82s/it]
 41%|████      | 18847/46302 [19:59:16<29:06:15,  3.82s/it]
 41%|████      | 18848/46302 [19:59:20<29:06:12,  3.82s/it]
 41%|████      | 18849/46302 [19:59:24<29:06:32,  3.82s/it]
 41%|████      | 18850/46302 [19:59:28<29:06:28,  3.82s/it]
 41%|████      | 18851/46302 [19:59:32<29:06:23,  3.82s/it]
 41%|████      | 18852/46302 [19:59:35<29:06:12,  3.82s/it]
 41%|████      | 18853/46302 [19:59:39<29:06:16,  3.82s/it]
 41%|████      | 18854/46302 [19:59:43<29:06:27,  3.82s/it]
 41%|████      | 18855/46302 [19:59:47<29:06:19,  3.82s/it]
 41%|████      | 18856/46302 [19:59:51<29:06:26,  3.82s/it]
 41%|████      | 18857/46302 [19:59:54<29:06:31,  3.82s/it]
 41%|████      | 18858/46302 [19:59:58<29:06:23,  3.82s/it]
 41%|████      | 18859/46302 [20:00:02<29:06:06,  3.82s/it]
 41%|████      | 18860/46302 [20:00:06<29:05:53,  3.82s/it]
 41%|████      | 18861/46302 [20:00:10<29:06:25,  3.82s/it]
 41%|████      | 18862/46302 [20:00:14<29:06:31,  3.82s/it]
 41%|████      | 18863/46302 [20:00:17<29:06:41,  3.82s/it]
 41%|████      | 18864/46302 [20:00:21<29:06:31,  3.82s/it]
 41%|████      | 18865/46302 [20:00:25<29:06:17,  3.82s/it]
 41%|████      | 18866/46302 [20:00:29<29:06:11,  3.82s/it]
 41%|████      | 18867/46302 [20:00:33<29:06:12,  3.82s/it]
 41%|████      | 18868/46302 [20:00:36<29:05:43,  3.82s/it]
 41%|████      | 18869/46302 [20:00:40<29:05:34,  3.82s/it]
 41%|████      | 18870/46302 [20:00:44<29:04:54,  3.82s/it]
 41%|████      | 18871/46302 [20:00:48<29:05:02,  3.82s/it]
 41%|████      | 18872/46302 [20:00:52<29:05:02,  3.82s/it]
 41%|████      | 18873/46302 [20:00:56<29:04:56,  3.82s/it]
 41%|████      | 18874/46302 [20:00:59<29:04:59,  3.82s/it]
 41%|████      | 18875/46302 [20:01:03<29:04:34,  3.82s/it]
 41%|████      | 18876/46302 [20:01:07<29:04:29,  3.82s/it]
 41%|████      | 18877/46302 [20:01:11<29:04:20,  3.82s/it]
 41%|████      | 18878/46302 [20:01:15<29:04:17,  3.82s/it]
 41%|████      | 18879/46302 [20:01:18<29:04:30,  3.82s/it]
 41%|████      | 18880/46302 [20:01:22<29:04:59,  3.82s/it]
 41%|████      | 18881/46302 [20:01:26<29:04:41,  3.82s/it]
 41%|████      | 18882/46302 [20:01:30<29:04:18,  3.82s/it]
 41%|████      | 18883/46302 [20:01:34<29:02:04,  3.81s/it]
 41%|████      | 18884/46302 [20:01:38<29:02:14,  3.81s/it]
 41%|████      | 18885/46302 [20:01:41<29:02:51,  3.81s/it]
 41%|████      | 18886/46302 [20:01:45<29:03:14,  3.82s/it]
 41%|████      | 18887/46302 [20:01:49<29:03:01,  3.81s/it]
 41%|████      | 18888/46302 [20:01:53<29:03:23,  3.82s/it]
 41%|████      | 18889/46302 [20:01:57<29:03:49,  3.82s/it]
 41%|████      | 18890/46302 [20:02:00<29:03:57,  3.82s/it]
 41%|████      | 18891/46302 [20:02:04<29:03:50,  3.82s/it]
 41%|████      | 18892/46302 [20:02:08<29:04:11,  3.82s/it]
 41%|████      | 18893/46302 [20:02:12<29:04:21,  3.82s/it]
 41%|████      | 18894/46302 [20:02:16<29:03:46,  3.82s/it]
 41%|████      | 18895/46302 [20:02:19<29:03:39,  3.82s/it]
 41%|████      | 18896/46302 [20:02:23<29:03:28,  3.82s/it]
 41%|████      | 18897/46302 [20:02:27<29:03:29,  3.82s/it]
 41%|████      | 18898/46302 [20:02:31<29:03:31,  3.82s/it]
 41%|████      | 18899/46302 [20:02:35<29:03:36,  3.82s/it]
 41%|████      | 18900/46302 [20:02:39<29:03:30,  3.82s/it]
 41%|████      | 18901/46302 [20:02:42<29:03:52,  3.82s/it]
 41%|████      | 18902/46302 [20:02:46<29:03:55,  3.82s/it]
 41%|████      | 18903/46302 [20:02:50<29:03:55,  3.82s/it]
 41%|████      | 18904/46302 [20:02:54<29:03:44,  3.82s/it]
 41%|████      | 18905/46302 [20:02:58<29:04:05,  3.82s/it]
 41%|████      | 18906/46302 [20:03:02<29:03:53,  3.82s/it]
 41%|████      | 18907/46302 [20:03:05<29:03:49,  3.82s/it]
 41%|████      | 18908/46302 [20:03:09<29:03:07,  3.82s/it]
 41%|████      | 18909/46302 [20:03:13<29:03:20,  3.82s/it]
 41%|████      | 18910/46302 [20:03:17<29:03:12,  3.82s/it]
 41%|████      | 18911/46302 [20:03:21<29:02:42,  3.82s/it]
 41%|████      | 18912/46302 [20:03:24<29:02:58,  3.82s/it]
 41%|████      | 18913/46302 [20:03:28<29:03:07,  3.82s/it]
 41%|████      | 18914/46302 [20:03:32<29:02:58,  3.82s/it]
 41%|████      | 18915/46302 [20:03:36<29:02:38,  3.82s/it]
 41%|████      | 18916/46302 [20:03:40<29:02:49,  3.82s/it]
 41%|████      | 18917/46302 [20:03:43<29:02:42,  3.82s/it]
 41%|████      | 18918/46302 [20:03:47<29:02:34,  3.82s/it]
 41%|████      | 18919/46302 [20:03:51<29:02:17,  3.82s/it]
 41%|████      | 18920/46302 [20:03:55<29:02:06,  3.82s/it]
 41%|████      | 18921/46302 [20:03:59<29:02:07,  3.82s/it]
 41%|████      | 18922/46302 [20:04:03<29:01:59,  3.82s/it]
 41%|████      | 18923/46302 [20:04:06<29:01:32,  3.82s/it]
 41%|████      | 18924/46302 [20:04:10<29:01:14,  3.82s/it]
 41%|████      | 18925/46302 [20:04:14<29:01:55,  3.82s/it]
 41%|████      | 18926/46302 [20:04:18<29:01:50,  3.82s/it]
 41%|████      | 18927/46302 [20:04:22<29:01:58,  3.82s/it]
 41%|████      | 18928/46302 [20:04:25<29:01:38,  3.82s/it]
 41%|████      | 18929/46302 [20:04:29<29:01:56,  3.82s/it]
 41%|████      | 18930/46302 [20:04:33<29:01:40,  3.82s/it]
 41%|████      | 18931/46302 [20:04:37<29:02:01,  3.82s/it]
 41%|████      | 18932/46302 [20:04:41<29:01:16,  3.82s/it]
 41%|████      | 18933/46302 [20:04:45<29:01:26,  3.82s/it]
 41%|████      | 18934/46302 [20:04:48<29:01:12,  3.82s/it]
 41%|████      | 18935/46302 [20:04:52<29:01:25,  3.82s/it]
 41%|████      | 18936/46302 [20:04:56<29:00:49,  3.82s/it]
 41%|████      | 18937/46302 [20:05:00<29:01:00,  3.82s/it]
 41%|████      | 18938/46302 [20:05:04<29:01:02,  3.82s/it]
 41%|████      | 18939/46302 [20:05:07<29:01:13,  3.82s/it]
 41%|████      | 18940/46302 [20:05:11<29:01:13,  3.82s/it]
 41%|████      | 18941/46302 [20:05:15<29:00:49,  3.82s/it]
 41%|████      | 18942/46302 [20:05:19<29:00:36,  3.82s/it]
 41%|████      | 18943/46302 [20:05:23<29:00:48,  3.82s/it]
 41%|████      | 18944/46302 [20:05:27<29:00:41,  3.82s/it]
 41%|████      | 18945/46302 [20:05:30<29:00:44,  3.82s/it]
 41%|████      | 18946/46302 [20:05:34<29:00:26,  3.82s/it]
 41%|████      | 18947/46302 [20:05:38<29:00:11,  3.82s/it]
 41%|████      | 18948/46302 [20:05:42<29:00:20,  3.82s/it]
 41%|████      | 18949/46302 [20:05:46<29:00:29,  3.82s/it]
 41%|████      | 18950/46302 [20:05:49<28:59:52,  3.82s/it]
 41%|████      | 18951/46302 [20:05:53<29:00:08,  3.82s/it]
 41%|████      | 18952/46302 [20:05:57<29:00:02,  3.82s/it]
 41%|████      | 18953/46302 [20:06:01<28:59:50,  3.82s/it]
 41%|████      | 18954/46302 [20:06:05<28:59:34,  3.82s/it]
 41%|████      | 18955/46302 [20:06:09<28:59:17,  3.82s/it]
 41%|████      | 18956/46302 [20:06:12<28:59:21,  3.82s/it]
 41%|████      | 18957/46302 [20:06:16<28:59:30,  3.82s/it]
 41%|████      | 18958/46302 [20:06:20<28:59:54,  3.82s/it]
 41%|████      | 18959/46302 [20:06:24<29:00:02,  3.82s/it]
 41%|████      | 18960/46302 [20:06:28<28:59:26,  3.82s/it]
 41%|████      | 18961/46302 [20:06:31<28:59:51,  3.82s/it]
 41%|████      | 18962/46302 [20:06:35<29:00:17,  3.82s/it]
 41%|████      | 18963/46302 [20:06:39<29:00:11,  3.82s/it]
 41%|████      | 18964/46302 [20:06:43<28:59:15,  3.82s/it]
 41%|████      | 18965/46302 [20:06:47<28:59:24,  3.82s/it]
 41%|████      | 18966/46302 [20:06:51<28:58:44,  3.82s/it]
 41%|████      | 18967/46302 [20:06:54<28:58:25,  3.82s/it]
 41%|████      | 18968/46302 [20:06:58<28:58:38,  3.82s/it]
 41%|████      | 18969/46302 [20:07:02<28:58:10,  3.82s/it]
 41%|████      | 18970/46302 [20:07:06<28:57:47,  3.81s/it]
 41%|████      | 18971/46302 [20:07:10<28:57:41,  3.81s/it]
 41%|████      | 18972/46302 [20:07:13<28:57:45,  3.82s/it]
 41%|████      | 18973/46302 [20:07:17<28:57:52,  3.82s/it]
 41%|████      | 18974/46302 [20:07:21<28:57:35,  3.81s/it]
 41%|████      | 18975/46302 [20:07:25<28:57:30,  3.81s/it]
 41%|████      | 18976/46302 [20:07:29<28:57:25,  3.81s/it]
 41%|████      | 18977/46302 [20:07:33<28:57:58,  3.82s/it]
 41%|████      | 18978/46302 [20:07:36<28:57:49,  3.82s/it]
 41%|████      | 18979/46302 [20:07:40<28:57:37,  3.82s/it]
 41%|████      | 18980/46302 [20:07:44<28:57:48,  3.82s/it]
 41%|████      | 18981/46302 [20:07:48<28:58:15,  3.82s/it]
 41%|████      | 18982/46302 [20:07:52<28:58:31,  3.82s/it]
 41%|████      | 18983/46302 [20:07:55<28:58:59,  3.82s/it]
 41%|████      | 18984/46302 [20:07:59<28:58:18,  3.82s/it]
 41%|████      | 18985/46302 [20:08:03<28:58:22,  3.82s/it]
 41%|████      | 18986/46302 [20:08:07<28:58:21,  3.82s/it]
 41%|████      | 18987/46302 [20:08:11<28:58:02,  3.82s/it]
 41%|████      | 18988/46302 [20:08:15<28:57:02,  3.82s/it]
 41%|████      | 18989/46302 [20:08:18<28:57:16,  3.82s/it]
 41%|████      | 18990/46302 [20:08:22<28:56:57,  3.82s/it]
 41%|████      | 18991/46302 [20:08:26<28:56:53,  3.82s/it]
 41%|████      | 18992/46302 [20:08:30<28:56:50,  3.82s/it]
 41%|████      | 18993/46302 [20:08:34<28:56:34,  3.82s/it]
 41%|████      | 18994/46302 [20:08:37<28:56:10,  3.81s/it]
 41%|████      | 18995/46302 [20:08:41<28:55:55,  3.81s/it]
 41%|████      | 18996/46302 [20:08:45<28:55:32,  3.81s/it]
 41%|████      | 18997/46302 [20:08:49<28:55:35,  3.81s/it]
 41%|████      | 18998/46302 [20:08:53<28:56:11,  3.82s/it]
 41%|████      | 18999/46302 [20:08:56<28:56:00,  3.82s/it]
 41%|████      | 19000/46302 [20:09:00<28:55:38,  3.81s/it]
                                                           
{'loss': 3.2841, 'learning_rate': 0.0030133327446911834, 'epoch': 0.41}

 41%|████      | 19000/46302 [20:09:00<28:55:38,  3.81s/it]
 41%|████      | 19001/46302 [20:09:04<28:56:45,  3.82s/it]
 41%|████      | 19002/46302 [20:09:08<28:56:32,  3.82s/it]
 41%|████      | 19003/46302 [20:09:12<28:55:45,  3.82s/it]
 41%|████      | 19004/46302 [20:09:16<28:56:12,  3.82s/it]
 41%|████      | 19005/46302 [20:09:19<28:55:56,  3.82s/it]
 41%|████      | 19006/46302 [20:09:23<28:56:11,  3.82s/it]
 41%|████      | 19007/46302 [20:09:27<28:56:05,  3.82s/it]
 41%|████      | 19008/46302 [20:09:31<28:56:01,  3.82s/it]
 41%|████      | 19009/46302 [20:09:35<28:55:52,  3.82s/it]
 41%|████      | 19010/46302 [20:09:38<28:55:28,  3.82s/it]
 41%|████      | 19011/46302 [20:09:42<28:55:20,  3.82s/it]
 41%|████      | 19012/46302 [20:09:46<28:55:34,  3.82s/it]
 41%|████      | 19013/46302 [20:09:50<28:55:24,  3.82s/it]
 41%|████      | 19014/46302 [20:09:54<28:54:28,  3.81s/it]
 41%|████      | 19015/46302 [20:09:58<28:53:59,  3.81s/it]
 41%|████      | 19016/46302 [20:10:01<28:54:40,  3.81s/it]
 41%|████      | 19017/46302 [20:10:05<28:54:46,  3.81s/it]
 41%|████      | 19018/46302 [20:10:09<28:54:25,  3.81s/it]
 41%|████      | 19019/46302 [20:10:13<28:54:39,  3.81s/it]
 41%|████      | 19020/46302 [20:10:17<28:55:05,  3.82s/it]
 41%|████      | 19021/46302 [20:10:20<28:54:29,  3.81s/it]
 41%|████      | 19022/46302 [20:10:24<28:54:46,  3.82s/it]
 41%|████      | 19023/46302 [20:10:28<28:54:40,  3.82s/it]
 41%|████      | 19024/46302 [20:10:32<28:54:49,  3.82s/it]
 41%|████      | 19025/46302 [20:10:36<28:54:32,  3.82s/it]
 41%|████      | 19026/46302 [20:10:39<28:54:13,  3.81s/it]
 41%|████      | 19027/46302 [20:10:43<28:54:18,  3.82s/it]
 41%|████      | 19028/46302 [20:10:47<28:54:06,  3.81s/it]
 41%|████      | 19029/46302 [20:10:51<28:54:14,  3.82s/it]
 41%|████      | 19030/46302 [20:10:55<28:54:04,  3.82s/it]
 41%|████      | 19031/46302 [20:10:59<28:54:11,  3.82s/it]
 41%|████      | 19032/46302 [20:11:02<28:53:58,  3.82s/it]
 41%|████      | 19033/46302 [20:11:06<28:53:46,  3.81s/it]
 41%|████      | 19034/46302 [20:11:10<28:53:19,  3.81s/it]
 41%|████      | 19035/46302 [20:11:14<28:53:37,  3.81s/it]
 41%|████      | 19036/46302 [20:11:18<28:54:03,  3.82s/it]
 41%|████      | 19037/46302 [20:11:21<28:54:07,  3.82s/it]
 41%|████      | 19038/46302 [20:11:25<28:54:01,  3.82s/it]
 41%|████      | 19039/46302 [20:11:29<28:53:51,  3.82s/it]
 41%|████      | 19040/46302 [20:11:33<28:53:31,  3.82s/it]
 41%|████      | 19041/46302 [20:11:37<28:53:15,  3.81s/it]
 41%|████      | 19042/46302 [20:11:41<28:52:55,  3.81s/it]
 41%|████      | 19043/46302 [20:11:44<28:53:21,  3.82s/it]
 41%|████      | 19044/46302 [20:11:48<28:53:19,  3.82s/it]
 41%|████      | 19045/46302 [20:11:52<28:53:47,  3.82s/it]
 41%|████      | 19046/46302 [20:11:56<28:53:40,  3.82s/it]
 41%|████      | 19047/46302 [20:12:00<28:53:42,  3.82s/it]
 41%|████      | 19048/46302 [20:12:03<28:54:15,  3.82s/it]
 41%|████      | 19049/46302 [20:12:07<28:54:09,  3.82s/it]
 41%|████      | 19050/46302 [20:12:11<28:54:37,  3.82s/it]
 41%|████      | 19051/46302 [20:12:15<28:54:43,  3.82s/it]
 41%|████      | 19052/46302 [20:12:19<28:54:32,  3.82s/it]
 41%|████      | 19053/46302 [20:12:23<28:54:09,  3.82s/it]
 41%|████      | 19054/46302 [20:12:26<28:54:12,  3.82s/it]
 41%|████      | 19055/46302 [20:12:30<28:53:37,  3.82s/it]
 41%|████      | 19056/46302 [20:12:34<28:53:55,  3.82s/it]
 41%|████      | 19057/46302 [20:12:38<28:53:33,  3.82s/it]
 41%|████      | 19058/46302 [20:12:42<28:53:17,  3.82s/it]
 41%|████      | 19059/46302 [20:12:45<28:53:11,  3.82s/it]
 41%|████      | 19060/46302 [20:12:49<28:53:07,  3.82s/it]
 41%|████      | 19061/46302 [20:12:53<28:53:07,  3.82s/it]
 41%|████      | 19062/46302 [20:12:57<28:53:29,  3.82s/it]
 41%|████      | 19063/46302 [20:13:01<28:53:07,  3.82s/it]
 41%|████      | 19064/46302 [20:13:05<28:53:02,  3.82s/it]
 41%|████      | 19065/46302 [20:13:08<28:53:07,  3.82s/it]
 41%|████      | 19066/46302 [20:13:12<28:53:47,  3.82s/it]
 41%|████      | 19067/46302 [20:13:16<28:53:34,  3.82s/it]
 41%|████      | 19068/46302 [20:13:20<28:52:52,  3.82s/it]
 41%|████      | 19069/46302 [20:13:24<28:51:30,  3.81s/it]
 41%|████      | 19070/46302 [20:13:27<28:51:31,  3.82s/it]
 41%|████      | 19071/46302 [20:13:31<28:51:35,  3.82s/it]
 41%|████      | 19072/46302 [20:13:35<28:51:38,  3.82s/it]
 41%|████      | 19073/46302 [20:13:39<28:51:44,  3.82s/it]
 41%|████      | 19074/46302 [20:13:43<28:51:52,  3.82s/it]
 41%|████      | 19075/46302 [20:13:47<28:51:40,  3.82s/it]
 41%|████      | 19076/46302 [20:13:50<28:51:57,  3.82s/it]
 41%|████      | 19077/46302 [20:13:54<28:49:08,  3.81s/it]
 41%|████      | 19078/46302 [20:13:58<28:49:37,  3.81s/it]
 41%|████      | 19079/46302 [20:14:02<28:50:15,  3.81s/it]
 41%|████      | 19080/46302 [20:14:06<28:50:34,  3.81s/it]
 41%|████      | 19081/46302 [20:14:09<28:50:15,  3.81s/it]
 41%|████      | 19082/46302 [20:14:13<28:50:02,  3.81s/it]
 41%|████      | 19083/46302 [20:14:17<28:49:54,  3.81s/it]
 41%|████      | 19084/46302 [20:14:21<28:49:52,  3.81s/it]
 41%|████      | 19085/46302 [20:14:25<28:50:12,  3.81s/it]
 41%|████      | 19086/46302 [20:14:28<28:50:45,  3.82s/it]
 41%|████      | 19087/46302 [20:14:32<28:50:38,  3.82s/it]
 41%|████      | 19088/46302 [20:14:36<28:51:05,  3.82s/it]
 41%|████      | 19089/46302 [20:14:40<28:51:34,  3.82s/it]
 41%|████      | 19090/46302 [20:14:44<28:51:36,  3.82s/it]
 41%|████      | 19091/46302 [20:14:48<28:51:28,  3.82s/it]
 41%|████      | 19092/46302 [20:14:51<28:51:10,  3.82s/it]
 41%|████      | 19093/46302 [20:14:55<28:51:32,  3.82s/it]
 41%|████      | 19094/46302 [20:14:59<28:51:26,  3.82s/it]
 41%|████      | 19095/46302 [20:15:03<28:51:27,  3.82s/it]
 41%|████      | 19096/46302 [20:15:07<28:51:20,  3.82s/it]
 41%|████      | 19097/46302 [20:15:10<28:50:55,  3.82s/it]
 41%|████      | 19098/46302 [20:15:14<28:50:49,  3.82s/it]
 41%|████      | 19099/46302 [20:15:18<28:50:12,  3.82s/it]
 41%|████▏     | 19100/46302 [20:15:22<28:50:27,  3.82s/it]
 41%|████▏     | 19101/46302 [20:15:26<28:50:37,  3.82s/it]
 41%|████▏     | 19102/46302 [20:15:30<28:50:27,  3.82s/it]
 41%|████▏     | 19103/46302 [20:15:33<28:50:37,  3.82s/it]
 41%|████▏     | 19104/46302 [20:15:37<28:50:39,  3.82s/it]
 41%|████▏     | 19105/46302 [20:15:41<28:50:24,  3.82s/it]
 41%|████▏     | 19106/46302 [20:15:45<28:50:30,  3.82s/it]
 41%|████▏     | 19107/46302 [20:15:49<28:50:40,  3.82s/it]
 41%|████▏     | 19108/46302 [20:15:52<28:50:39,  3.82s/it]
 41%|████▏     | 19109/46302 [20:15:56<28:50:44,  3.82s/it]
 41%|████▏     | 19110/46302 [20:16:00<28:51:17,  3.82s/it]
 41%|████▏     | 19111/46302 [20:16:04<28:51:00,  3.82s/it]
 41%|████▏     | 19112/46302 [20:16:08<28:50:50,  3.82s/it]
 41%|████▏     | 19113/46302 [20:16:12<28:50:40,  3.82s/it]
 41%|████▏     | 19114/46302 [20:16:15<28:50:53,  3.82s/it]
 41%|████▏     | 19115/46302 [20:16:19<28:50:22,  3.82s/it]
 41%|████▏     | 19116/46302 [20:16:23<28:50:51,  3.82s/it]
 41%|████▏     | 19117/46302 [20:16:27<28:50:04,  3.82s/it]
 41%|████▏     | 19118/46302 [20:16:31<28:49:44,  3.82s/it]
 41%|████▏     | 19119/46302 [20:16:34<28:49:35,  3.82s/it]
 41%|████▏     | 19120/46302 [20:16:38<28:49:52,  3.82s/it]
 41%|████▏     | 19121/46302 [20:16:42<28:49:12,  3.82s/it]
 41%|████▏     | 19122/46302 [20:16:46<28:49:00,  3.82s/it]
 41%|████▏     | 19123/46302 [20:16:50<28:48:52,  3.82s/it]
 41%|████▏     | 19124/46302 [20:16:54<28:48:56,  3.82s/it]
 41%|████▏     | 19125/46302 [20:16:57<28:49:06,  3.82s/it]
 41%|████▏     | 19126/46302 [20:17:01<28:49:17,  3.82s/it]
 41%|████▏     | 19127/46302 [20:17:05<28:49:38,  3.82s/it]
 41%|████▏     | 19128/46302 [20:17:09<28:49:51,  3.82s/it]
 41%|████▏     | 19129/46302 [20:17:13<28:49:41,  3.82s/it]
 41%|████▏     | 19130/46302 [20:17:16<28:49:14,  3.82s/it]
 41%|████▏     | 19131/46302 [20:17:20<28:49:02,  3.82s/it]
 41%|████▏     | 19132/46302 [20:17:24<28:49:19,  3.82s/it]
 41%|████▏     | 19133/46302 [20:17:28<28:49:04,  3.82s/it]
 41%|████▏     | 19134/46302 [20:17:32<28:48:13,  3.82s/it]
 41%|████▏     | 19135/46302 [20:17:36<28:48:39,  3.82s/it]
 41%|████▏     | 19136/46302 [20:17:39<28:49:10,  3.82s/it]
 41%|████▏     | 19137/46302 [20:17:43<28:49:37,  3.82s/it]
 41%|████▏     | 19138/46302 [20:17:47<28:49:23,  3.82s/it]
 41%|████▏     | 19139/46302 [20:17:51<28:49:12,  3.82s/it]
 41%|████▏     | 19140/46302 [20:17:55<28:49:04,  3.82s/it]
 41%|████▏     | 19141/46302 [20:17:58<28:48:54,  3.82s/it]
 41%|████▏     | 19142/46302 [20:18:02<28:48:37,  3.82s/it]
 41%|████▏     | 19143/46302 [20:18:06<28:48:39,  3.82s/it]
 41%|████▏     | 19144/46302 [20:18:10<28:48:47,  3.82s/it]
 41%|████▏     | 19145/46302 [20:18:14<28:48:43,  3.82s/it]
 41%|████▏     | 19146/46302 [20:18:18<28:48:11,  3.82s/it]
 41%|████▏     | 19147/46302 [20:18:21<28:48:26,  3.82s/it]
 41%|████▏     | 19148/46302 [20:18:25<28:48:46,  3.82s/it]
 41%|████▏     | 19149/46302 [20:18:29<28:48:20,  3.82s/it]
 41%|████▏     | 19150/46302 [20:18:33<28:48:28,  3.82s/it]
 41%|████▏     | 19151/46302 [20:18:37<28:48:21,  3.82s/it]
 41%|████▏     | 19152/46302 [20:18:40<28:48:10,  3.82s/it]
 41%|████▏     | 19153/46302 [20:18:44<28:48:45,  3.82s/it]
 41%|████▏     | 19154/46302 [20:18:48<28:48:20,  3.82s/it]
 41%|████▏     | 19155/46302 [20:18:52<28:48:27,  3.82s/it]
 41%|████▏     | 19156/46302 [20:18:56<28:47:39,  3.82s/it]
 41%|████▏     | 19157/46302 [20:19:00<28:46:59,  3.82s/it]
 41%|████▏     | 19158/46302 [20:19:03<28:47:23,  3.82s/it]
 41%|████▏     | 19159/46302 [20:19:07<28:47:17,  3.82s/it]
 41%|████▏     | 19160/46302 [20:19:11<28:47:26,  3.82s/it]
 41%|████▏     | 19161/46302 [20:19:15<28:46:53,  3.82s/it]
 41%|████▏     | 19162/46302 [20:19:19<28:46:45,  3.82s/it]
 41%|████▏     | 19163/46302 [20:19:22<28:46:51,  3.82s/it]
 41%|████▏     | 19164/46302 [20:19:26<28:46:41,  3.82s/it]
 41%|████▏     | 19165/46302 [20:19:30<28:47:11,  3.82s/it]
 41%|████▏     | 19166/46302 [20:19:34<28:47:25,  3.82s/it]
 41%|████▏     | 19167/46302 [20:19:38<28:46:49,  3.82s/it]
 41%|████▏     | 19168/46302 [20:19:42<28:47:19,  3.82s/it]
 41%|████▏     | 19169/46302 [20:19:45<28:47:20,  3.82s/it]
 41%|████▏     | 19170/46302 [20:19:49<28:47:12,  3.82s/it]
 41%|████▏     | 19171/46302 [20:19:53<28:46:41,  3.82s/it]
 41%|████▏     | 19172/46302 [20:19:57<28:46:34,  3.82s/it]
 41%|████▏     | 19173/46302 [20:20:01<28:46:27,  3.82s/it]
 41%|████▏     | 19174/46302 [20:20:04<28:45:59,  3.82s/it]
 41%|████▏     | 19175/46302 [20:20:08<28:46:01,  3.82s/it]
 41%|████▏     | 19176/46302 [20:20:12<28:45:33,  3.82s/it]
 41%|████▏     | 19177/46302 [20:20:16<28:45:27,  3.82s/it]
 41%|████▏     | 19178/46302 [20:20:20<28:46:07,  3.82s/it]
 41%|████▏     | 19179/46302 [20:20:24<28:46:21,  3.82s/it]
 41%|████▏     | 19180/46302 [20:20:27<28:46:27,  3.82s/it]
 41%|████▏     | 19181/46302 [20:20:31<28:46:14,  3.82s/it]
 41%|████▏     | 19182/46302 [20:20:35<28:46:18,  3.82s/it]
 41%|████▏     | 19183/46302 [20:20:39<28:46:00,  3.82s/it]
 41%|████▏     | 19184/46302 [20:20:43<28:45:30,  3.82s/it]
 41%|████▏     | 19185/46302 [20:20:46<28:45:45,  3.82s/it]
 41%|████▏     | 19186/46302 [20:20:50<28:45:41,  3.82s/it]
 41%|████▏     | 19187/46302 [20:20:54<28:45:06,  3.82s/it]
 41%|████▏     | 19188/46302 [20:20:58<28:44:36,  3.82s/it]
 41%|████▏     | 19189/46302 [20:21:02<28:44:52,  3.82s/it]
 41%|████▏     | 19190/46302 [20:21:06<28:44:16,  3.82s/it]
 41%|████▏     | 19191/46302 [20:21:09<28:44:04,  3.82s/it]
 41%|████▏     | 19192/46302 [20:21:13<28:41:12,  3.81s/it]
 41%|████▏     | 19193/46302 [20:21:17<28:41:46,  3.81s/it]
 41%|████▏     | 19194/46302 [20:21:21<28:41:43,  3.81s/it]
 41%|████▏     | 19195/46302 [20:21:25<28:41:28,  3.81s/it]
 41%|████▏     | 19196/46302 [20:21:28<28:42:26,  3.81s/it]
 41%|████▏     | 19197/46302 [20:21:32<28:41:00,  3.81s/it]
 41%|████▏     | 19198/46302 [20:21:36<28:41:53,  3.81s/it]
 41%|████▏     | 19199/46302 [20:21:40<28:42:41,  3.81s/it]
 41%|████▏     | 19200/46302 [20:21:44<28:42:48,  3.81s/it]
 41%|████▏     | 19201/46302 [20:21:47<28:42:13,  3.81s/it]
 41%|████▏     | 19202/46302 [20:21:51<28:42:47,  3.81s/it]
 41%|████▏     | 19203/46302 [20:21:55<28:43:08,  3.82s/it]
 41%|████▏     | 19204/46302 [20:21:59<28:42:23,  3.81s/it]
 41%|████▏     | 19205/46302 [20:22:03<28:42:27,  3.81s/it]
 41%|████▏     | 19206/46302 [20:22:07<28:42:00,  3.81s/it]
 41%|████▏     | 19207/46302 [20:22:10<28:41:49,  3.81s/it]
 41%|████▏     | 19208/46302 [20:22:14<28:40:23,  3.81s/it]
 41%|████▏     | 19209/46302 [20:22:18<28:39:33,  3.81s/it]
 41%|████▏     | 19210/46302 [20:22:22<28:40:24,  3.81s/it]
 41%|████▏     | 19211/46302 [20:22:26<28:41:05,  3.81s/it]
 41%|████▏     | 19212/46302 [20:22:29<28:40:38,  3.81s/it]
 41%|████▏     | 19213/46302 [20:22:33<28:41:05,  3.81s/it]
 41%|████▏     | 19214/46302 [20:22:37<28:40:37,  3.81s/it]
 41%|████▏     | 19215/46302 [20:22:41<28:40:34,  3.81s/it]
 42%|████▏     | 19216/46302 [20:22:45<28:41:26,  3.81s/it]
 42%|████▏     | 19217/46302 [20:22:48<28:39:53,  3.81s/it]
 42%|████▏     | 19218/46302 [20:22:52<28:40:31,  3.81s/it]
 42%|████▏     | 19219/46302 [20:22:56<28:39:50,  3.81s/it]
 42%|████▏     | 19220/46302 [20:23:00<28:40:38,  3.81s/it]
 42%|████▏     | 19221/46302 [20:23:04<28:39:49,  3.81s/it]
 42%|████▏     | 19222/46302 [20:23:08<28:40:33,  3.81s/it]
 42%|████▏     | 19223/46302 [20:23:11<28:41:04,  3.81s/it]
 42%|████▏     | 19224/46302 [20:23:15<28:41:05,  3.81s/it]
 42%|████▏     | 19225/46302 [20:23:19<28:41:04,  3.81s/it]
 42%|████▏     | 19226/46302 [20:23:23<28:41:39,  3.82s/it]
 42%|████▏     | 19227/46302 [20:23:27<28:41:52,  3.82s/it]
 42%|████▏     | 19228/46302 [20:23:30<28:41:29,  3.82s/it]
 42%|████▏     | 19229/46302 [20:23:34<28:41:54,  3.82s/it]
 42%|████▏     | 19230/46302 [20:23:38<28:41:41,  3.82s/it]
 42%|████▏     | 19231/46302 [20:23:42<28:41:51,  3.82s/it]
 42%|████▏     | 19232/46302 [20:23:46<28:42:14,  3.82s/it]
 42%|████▏     | 19233/46302 [20:23:50<28:42:08,  3.82s/it]
 42%|████▏     | 19234/46302 [20:23:53<28:41:40,  3.82s/it]
 42%|████▏     | 19235/46302 [20:23:57<28:40:53,  3.81s/it]
 42%|████▏     | 19236/46302 [20:24:01<28:41:17,  3.82s/it]
 42%|████▏     | 19237/46302 [20:24:05<28:40:50,  3.81s/it]
 42%|████▏     | 19238/46302 [20:24:09<28:40:44,  3.81s/it]
 42%|████▏     | 19239/46302 [20:24:12<28:41:04,  3.82s/it]
 42%|████▏     | 19240/46302 [20:24:16<28:40:46,  3.82s/it]
 42%|████▏     | 19241/46302 [20:24:20<28:40:14,  3.81s/it]
 42%|████▏     | 19242/46302 [20:24:24<28:39:59,  3.81s/it]
 42%|████▏     | 19243/46302 [20:24:28<28:40:18,  3.81s/it]
 42%|████▏     | 19244/46302 [20:24:31<28:40:49,  3.82s/it]
 42%|████▏     | 19245/46302 [20:24:35<28:40:29,  3.82s/it]
 42%|████▏     | 19246/46302 [20:24:39<28:40:07,  3.81s/it]
 42%|████▏     | 19247/46302 [20:24:43<28:40:41,  3.82s/it]
 42%|████▏     | 19248/46302 [20:24:47<28:40:25,  3.82s/it]
 42%|████▏     | 19249/46302 [20:24:51<28:40:38,  3.82s/it]
 42%|████▏     | 19250/46302 [20:24:54<28:40:28,  3.82s/it]
 42%|████▏     | 19251/46302 [20:24:58<28:41:06,  3.82s/it]
 42%|████▏     | 19252/46302 [20:25:02<28:41:24,  3.82s/it]
 42%|████▏     | 19253/46302 [20:25:06<28:41:03,  3.82s/it]
 42%|████▏     | 19254/46302 [20:25:10<28:41:18,  3.82s/it]
 42%|████▏     | 19255/46302 [20:25:13<28:40:59,  3.82s/it]
 42%|████▏     | 19256/46302 [20:25:17<28:40:57,  3.82s/it]
 42%|████▏     | 19257/46302 [20:25:21<28:40:50,  3.82s/it]
 42%|████▏     | 19258/46302 [20:25:25<28:40:46,  3.82s/it]
 42%|████▏     | 19259/46302 [20:25:29<28:41:13,  3.82s/it]
 42%|████▏     | 19260/46302 [20:25:33<28:40:33,  3.82s/it]
 42%|████▏     | 19261/46302 [20:25:36<28:40:45,  3.82s/it]
 42%|████▏     | 19262/46302 [20:25:40<28:40:31,  3.82s/it]
 42%|████▏     | 19263/46302 [20:25:44<28:40:39,  3.82s/it]
 42%|████▏     | 19264/46302 [20:25:48<28:40:10,  3.82s/it]
 42%|████▏     | 19265/46302 [20:25:52<28:40:21,  3.82s/it]
 42%|████▏     | 19266/46302 [20:25:55<28:40:21,  3.82s/it]
 42%|████▏     | 19267/46302 [20:25:59<28:39:40,  3.82s/it]
 42%|████▏     | 19268/46302 [20:26:03<28:39:54,  3.82s/it]
 42%|████▏     | 19269/46302 [20:26:07<28:39:36,  3.82s/it]
 42%|████▏     | 19270/46302 [20:26:11<28:40:15,  3.82s/it]
 42%|████▏     | 19271/46302 [20:26:15<28:40:01,  3.82s/it]
 42%|████▏     | 19272/46302 [20:26:18<28:39:54,  3.82s/it]
 42%|████▏     | 19273/46302 [20:26:22<28:39:26,  3.82s/it]
 42%|████▏     | 19274/46302 [20:26:26<28:39:32,  3.82s/it]
 42%|████▏     | 19275/46302 [20:26:30<28:39:52,  3.82s/it]
 42%|████▏     | 19276/46302 [20:26:34<28:39:08,  3.82s/it]
 42%|████▏     | 19277/46302 [20:26:37<28:39:20,  3.82s/it]
 42%|████▏     | 19278/46302 [20:26:41<28:39:20,  3.82s/it]
 42%|████▏     | 19279/46302 [20:26:45<28:39:29,  3.82s/it]
 42%|████▏     | 19280/46302 [20:26:49<28:38:58,  3.82s/it]
 42%|████▏     | 19281/46302 [20:26:53<28:38:57,  3.82s/it]
 42%|████▏     | 19282/46302 [20:26:57<28:38:58,  3.82s/it]
 42%|████▏     | 19283/46302 [20:27:00<28:38:33,  3.82s/it]
 42%|████▏     | 19284/46302 [20:27:04<28:38:51,  3.82s/it]
 42%|████▏     | 19285/46302 [20:27:08<28:39:12,  3.82s/it]
 42%|████▏     | 19286/46302 [20:27:12<28:39:44,  3.82s/it]
 42%|████▏     | 19287/46302 [20:27:16<28:39:28,  3.82s/it]
 42%|████▏     | 19288/46302 [20:27:19<28:39:08,  3.82s/it]
 42%|████▏     | 19289/46302 [20:27:23<28:39:09,  3.82s/it]
 42%|████▏     | 19290/46302 [20:27:27<28:38:57,  3.82s/it]
 42%|████▏     | 19291/46302 [20:27:31<28:37:55,  3.82s/it]
 42%|████▏     | 19292/46302 [20:27:35<28:37:37,  3.82s/it]
 42%|████▏     | 19293/46302 [20:27:39<28:37:28,  3.82s/it]
 42%|████▏     | 19294/46302 [20:27:42<28:38:03,  3.82s/it]
 42%|████▏     | 19295/46302 [20:27:46<28:38:03,  3.82s/it]
 42%|████▏     | 19296/46302 [20:27:50<28:37:44,  3.82s/it]
 42%|████▏     | 19297/46302 [20:27:54<28:37:41,  3.82s/it]
 42%|████▏     | 19298/46302 [20:27:58<28:37:42,  3.82s/it]
 42%|████▏     | 19299/46302 [20:28:01<28:38:09,  3.82s/it]
 42%|████▏     | 19300/46302 [20:28:05<28:38:15,  3.82s/it]
 42%|████▏     | 19301/46302 [20:28:09<28:38:13,  3.82s/it]
 42%|████▏     | 19302/46302 [20:28:13<28:37:50,  3.82s/it]
 42%|████▏     | 19303/46302 [20:28:17<28:38:18,  3.82s/it]
 42%|████▏     | 19304/46302 [20:28:21<28:38:12,  3.82s/it]
 42%|████▏     | 19305/46302 [20:28:24<28:37:47,  3.82s/it]
 42%|████▏     | 19306/46302 [20:28:28<28:38:08,  3.82s/it]
 42%|████▏     | 19307/46302 [20:28:32<28:37:33,  3.82s/it]
 42%|████▏     | 19308/46302 [20:28:36<28:37:27,  3.82s/it]
 42%|████▏     | 19309/46302 [20:28:40<28:37:32,  3.82s/it]
 42%|████▏     | 19310/46302 [20:28:43<28:37:06,  3.82s/it]
 42%|████▏     | 19311/46302 [20:28:47<28:37:27,  3.82s/it]
 42%|████▏     | 19312/46302 [20:28:51<28:37:37,  3.82s/it]
 42%|████▏     | 19313/46302 [20:28:55<28:37:28,  3.82s/it]
 42%|████▏     | 19314/46302 [20:28:59<28:38:01,  3.82s/it]
 42%|████▏     | 19315/46302 [20:29:03<28:37:47,  3.82s/it]
 42%|████▏     | 19316/46302 [20:29:06<28:37:52,  3.82s/it]
 42%|████▏     | 19317/46302 [20:29:10<28:37:30,  3.82s/it]
 42%|████▏     | 19318/46302 [20:29:14<28:36:45,  3.82s/it]
 42%|████▏     | 19319/46302 [20:29:18<28:36:21,  3.82s/it]
 42%|████▏     | 19320/46302 [20:29:22<28:36:37,  3.82s/it]
 42%|████▏     | 19321/46302 [20:29:25<28:36:21,  3.82s/it]
 42%|████▏     | 19322/46302 [20:29:29<28:35:55,  3.82s/it]
 42%|████▏     | 19323/46302 [20:29:33<28:35:50,  3.82s/it]
 42%|████▏     | 19324/46302 [20:29:37<28:35:28,  3.82s/it]
 42%|████▏     | 19325/46302 [20:29:41<28:35:17,  3.81s/it]
 42%|████▏     | 19326/46302 [20:29:44<28:34:55,  3.81s/it]
 42%|████▏     | 19327/46302 [20:29:48<28:34:21,  3.81s/it]
 42%|████▏     | 19328/46302 [20:29:52<28:32:36,  3.81s/it]
 42%|████▏     | 19329/46302 [20:29:56<28:33:17,  3.81s/it]
 42%|████▏     | 19330/46302 [20:30:00<28:33:51,  3.81s/it]
 42%|████▏     | 19331/46302 [20:30:04<28:34:33,  3.81s/it]
 42%|████▏     | 19332/46302 [20:30:07<28:35:20,  3.82s/it]
 42%|████▏     | 19333/46302 [20:30:11<28:34:49,  3.82s/it]
 42%|████▏     | 19334/46302 [20:30:15<28:34:34,  3.81s/it]
 42%|████▏     | 19335/46302 [20:30:19<28:34:42,  3.82s/it]
 42%|████▏     | 19336/46302 [20:30:23<28:33:56,  3.81s/it]
 42%|████▏     | 19337/46302 [20:30:26<28:34:13,  3.81s/it]
 42%|████▏     | 19338/46302 [20:30:30<28:34:36,  3.82s/it]
 42%|████▏     | 19339/46302 [20:30:34<28:34:46,  3.82s/it]
 42%|████▏     | 19340/46302 [20:30:38<28:32:48,  3.81s/it]
 42%|████▏     | 19341/46302 [20:30:42<28:33:21,  3.81s/it]
 42%|████▏     | 19342/46302 [20:30:46<28:33:50,  3.81s/it]
 42%|████▏     | 19343/46302 [20:30:49<28:33:52,  3.81s/it]
 42%|████▏     | 19344/46302 [20:30:53<28:34:11,  3.82s/it]
 42%|████▏     | 19345/46302 [20:30:57<28:33:05,  3.81s/it]
 42%|████▏     | 19346/46302 [20:31:01<28:30:11,  3.81s/it]
 42%|████▏     | 19347/46302 [20:31:05<28:29:43,  3.81s/it]
 42%|████▏     | 19348/46302 [20:31:08<28:29:45,  3.81s/it]
 42%|████▏     | 19349/46302 [20:31:12<28:31:37,  3.81s/it]
 42%|████▏     | 19350/46302 [20:31:16<28:32:22,  3.81s/it]
 42%|████▏     | 19351/46302 [20:31:20<28:32:57,  3.81s/it]
 42%|████▏     | 19352/46302 [20:31:24<28:33:31,  3.81s/it]
 42%|████▏     | 19353/46302 [20:31:27<28:32:41,  3.81s/it]
 42%|████▏     | 19354/46302 [20:31:31<28:32:28,  3.81s/it]
 42%|████▏     | 19355/46302 [20:31:35<28:33:22,  3.81s/it]
 42%|████▏     | 19356/46302 [20:31:39<28:32:34,  3.81s/it]
 42%|████▏     | 19357/46302 [20:31:43<28:33:02,  3.81s/it]
 42%|████▏     | 19358/46302 [20:31:47<28:33:14,  3.82s/it]
 42%|████▏     | 19359/46302 [20:31:50<28:30:44,  3.81s/it]
 42%|████▏     | 19360/46302 [20:31:54<28:32:13,  3.81s/it]
 42%|████▏     | 19361/46302 [20:31:58<28:33:02,  3.82s/it]
 42%|████▏     | 19362/46302 [20:32:02<28:33:30,  3.82s/it]
 42%|████▏     | 19363/46302 [20:32:06<28:33:20,  3.82s/it]
 42%|████▏     | 19364/46302 [20:32:09<28:33:00,  3.82s/it]
 42%|████▏     | 19365/46302 [20:32:13<28:33:33,  3.82s/it]
 42%|████▏     | 19366/46302 [20:32:17<28:33:30,  3.82s/it]
 42%|████▏     | 19367/46302 [20:32:21<28:33:43,  3.82s/it]
 42%|████▏     | 19368/46302 [20:32:25<28:33:57,  3.82s/it]
 42%|████▏     | 19369/46302 [20:32:28<28:33:42,  3.82s/it]
 42%|████▏     | 19370/46302 [20:32:32<28:33:54,  3.82s/it]
 42%|████▏     | 19371/46302 [20:32:36<28:33:56,  3.82s/it]
 42%|████▏     | 19372/46302 [20:32:40<28:34:36,  3.82s/it]
 42%|████▏     | 19373/46302 [20:32:44<28:34:17,  3.82s/it]
 42%|████▏     | 19374/46302 [20:32:48<28:34:07,  3.82s/it]
 42%|████▏     | 19375/46302 [20:32:51<28:33:43,  3.82s/it]
 42%|████▏     | 19376/46302 [20:32:55<28:33:30,  3.82s/it]
 42%|████▏     | 19377/46302 [20:32:59<28:33:49,  3.82s/it]
 42%|████▏     | 19378/46302 [20:33:03<28:34:22,  3.82s/it]
 42%|████▏     | 19379/46302 [20:33:07<28:33:57,  3.82s/it]
 42%|████▏     | 19380/46302 [20:33:11<28:34:13,  3.82s/it]
 42%|████▏     | 19381/46302 [20:33:14<28:34:08,  3.82s/it]
 42%|████▏     | 19382/46302 [20:33:18<28:33:59,  3.82s/it]
 42%|████▏     | 19383/46302 [20:33:22<28:33:46,  3.82s/it]
 42%|████▏     | 19384/46302 [20:33:26<28:33:21,  3.82s/it]
 42%|████▏     | 19385/46302 [20:33:30<28:33:14,  3.82s/it]
 42%|████▏     | 19386/46302 [20:33:33<28:33:33,  3.82s/it]
 42%|████▏     | 19387/46302 [20:33:37<28:33:16,  3.82s/it]
 42%|████▏     | 19388/46302 [20:33:41<28:33:18,  3.82s/it]
 42%|████▏     | 19389/46302 [20:33:45<28:32:30,  3.82s/it]
 42%|████▏     | 19390/46302 [20:33:49<28:32:37,  3.82s/it]
 42%|████▏     | 19391/46302 [20:33:53<28:32:53,  3.82s/it]
 42%|████▏     | 19392/46302 [20:33:56<28:33:10,  3.82s/it]
 42%|████▏     | 19393/46302 [20:34:00<28:32:48,  3.82s/it]
 42%|████▏     | 19394/46302 [20:34:04<28:33:07,  3.82s/it]
 42%|████▏     | 19395/46302 [20:34:08<28:32:38,  3.82s/it]
 42%|████▏     | 19396/46302 [20:34:12<28:32:29,  3.82s/it]
 42%|████▏     | 19397/46302 [20:34:15<28:32:03,  3.82s/it]
 42%|████▏     | 19398/46302 [20:34:19<28:31:46,  3.82s/it]
 42%|████▏     | 19399/46302 [20:34:23<28:31:33,  3.82s/it]
 42%|████▏     | 19400/46302 [20:34:27<28:32:02,  3.82s/it]
 42%|████▏     | 19401/46302 [20:34:31<28:31:52,  3.82s/it]
 42%|████▏     | 19402/46302 [20:34:35<28:31:49,  3.82s/it]
 42%|████▏     | 19403/46302 [20:34:38<28:32:31,  3.82s/it]
 42%|████▏     | 19404/46302 [20:34:42<28:32:03,  3.82s/it]
 42%|████▏     | 19405/46302 [20:34:46<28:31:07,  3.82s/it]
 42%|████▏     | 19406/46302 [20:34:50<28:31:27,  3.82s/it]
 42%|████▏     | 19407/46302 [20:34:54<28:31:08,  3.82s/it]
 42%|████▏     | 19408/46302 [20:34:57<28:31:41,  3.82s/it]
 42%|████▏     | 19409/46302 [20:35:01<28:31:49,  3.82s/it]
 42%|████▏     | 19410/46302 [20:35:05<28:32:20,  3.82s/it]
 42%|████▏     | 19411/46302 [20:35:09<28:32:11,  3.82s/it]
 42%|████▏     | 19412/46302 [20:35:13<28:31:50,  3.82s/it]
 42%|████▏     | 19413/46302 [20:35:17<28:31:38,  3.82s/it]
 42%|████▏     | 19414/46302 [20:35:20<28:31:58,  3.82s/it]
 42%|████▏     | 19415/46302 [20:35:24<28:31:47,  3.82s/it]
 42%|████▏     | 19416/46302 [20:35:28<28:31:49,  3.82s/it]
 42%|████▏     | 19417/46302 [20:35:32<28:32:04,  3.82s/it]
 42%|████▏     | 19418/46302 [20:35:36<28:32:08,  3.82s/it]
 42%|████▏     | 19419/46302 [20:35:39<28:31:39,  3.82s/it]
 42%|████▏     | 19420/46302 [20:35:43<28:31:40,  3.82s/it]
 42%|████▏     | 19421/46302 [20:35:47<28:31:26,  3.82s/it]
 42%|████▏     | 19422/46302 [20:35:51<28:31:22,  3.82s/it]
 42%|████▏     | 19423/46302 [20:35:55<28:31:12,  3.82s/it]
 42%|████▏     | 19424/46302 [20:35:59<28:30:31,  3.82s/it]
 42%|████▏     | 19425/46302 [20:36:02<28:30:30,  3.82s/it]
 42%|████▏     | 19426/46302 [20:36:06<28:30:48,  3.82s/it]
 42%|████▏     | 19427/46302 [20:36:10<28:30:28,  3.82s/it]
 42%|████▏     | 19428/46302 [20:36:14<28:30:42,  3.82s/it]
 42%|████▏     | 19429/46302 [20:36:18<28:30:07,  3.82s/it]
 42%|████▏     | 19430/46302 [20:36:21<28:29:34,  3.82s/it]
 42%|████▏     | 19431/46302 [20:36:25<28:29:57,  3.82s/it]
 42%|████▏     | 19432/46302 [20:36:29<28:30:20,  3.82s/it]
 42%|████▏     | 19433/46302 [20:36:33<28:30:13,  3.82s/it]
 42%|████▏     | 19434/46302 [20:36:37<28:29:59,  3.82s/it]
 42%|████▏     | 19435/46302 [20:36:41<28:30:30,  3.82s/it]
 42%|████▏     | 19436/46302 [20:36:44<28:30:04,  3.82s/it]
 42%|████▏     | 19437/46302 [20:36:48<28:30:05,  3.82s/it]
 42%|████▏     | 19438/46302 [20:36:52<28:29:53,  3.82s/it]
 42%|████▏     | 19439/46302 [20:36:56<28:30:14,  3.82s/it]
 42%|████▏     | 19440/46302 [20:37:00<28:28:44,  3.82s/it]
 42%|████▏     | 19441/46302 [20:37:03<28:28:43,  3.82s/it]
 42%|████▏     | 19442/46302 [20:37:07<28:29:17,  3.82s/it]
 42%|████▏     | 19443/46302 [20:37:11<28:28:35,  3.82s/it]
 42%|████▏     | 19444/46302 [20:37:15<28:29:05,  3.82s/it]
 42%|████▏     | 19445/46302 [20:37:19<28:28:38,  3.82s/it]
 42%|████▏     | 19446/46302 [20:37:23<28:28:41,  3.82s/it]
 42%|████▏     | 19447/46302 [20:37:26<28:28:40,  3.82s/it]
 42%|████▏     | 19448/46302 [20:37:30<28:28:57,  3.82s/it]
 42%|████▏     | 19449/46302 [20:37:34<28:29:24,  3.82s/it]
 42%|████▏     | 19450/46302 [20:37:38<28:29:08,  3.82s/it]
 42%|████▏     | 19451/46302 [20:37:42<28:29:07,  3.82s/it]
 42%|████▏     | 19452/46302 [20:37:45<28:29:25,  3.82s/it]
 42%|████▏     | 19453/46302 [20:37:49<28:29:11,  3.82s/it]
 42%|████▏     | 19454/46302 [20:37:53<28:29:10,  3.82s/it]
 42%|████▏     | 19455/46302 [20:37:57<28:29:15,  3.82s/it]
 42%|████▏     | 19456/46302 [20:38:01<28:28:58,  3.82s/it]
 42%|████▏     | 19457/46302 [20:38:05<28:28:53,  3.82s/it]
 42%|████▏     | 19458/46302 [20:38:08<28:28:49,  3.82s/it]
 42%|████▏     | 19459/46302 [20:38:12<28:28:52,  3.82s/it]
 42%|████▏     | 19460/46302 [20:38:16<28:28:45,  3.82s/it]
 42%|████▏     | 19461/46302 [20:38:20<28:28:21,  3.82s/it]
 42%|████▏     | 19462/46302 [20:38:24<28:28:40,  3.82s/it]
 42%|████▏     | 19463/46302 [20:38:27<28:28:29,  3.82s/it]
 42%|████▏     | 19464/46302 [20:38:31<28:28:00,  3.82s/it]
 42%|████▏     | 19465/46302 [20:38:35<28:27:50,  3.82s/it]
 42%|████▏     | 19466/46302 [20:38:39<28:27:55,  3.82s/it]
 42%|████▏     | 19467/46302 [20:38:43<28:27:51,  3.82s/it]
 42%|████▏     | 19468/46302 [20:38:47<28:27:55,  3.82s/it]
 42%|████▏     | 19469/46302 [20:38:50<28:27:22,  3.82s/it]
 42%|████▏     | 19470/46302 [20:38:54<28:27:14,  3.82s/it]
 42%|████▏     | 19471/46302 [20:38:58<28:27:24,  3.82s/it]
 42%|████▏     | 19472/46302 [20:39:02<28:26:47,  3.82s/it]
 42%|████▏     | 19473/46302 [20:39:06<28:26:40,  3.82s/it]
 42%|████▏     | 19474/46302 [20:39:09<28:26:59,  3.82s/it]
 42%|████▏     | 19475/46302 [20:39:13<28:26:37,  3.82s/it]
 42%|████▏     | 19476/46302 [20:39:17<28:26:43,  3.82s/it]
 42%|████▏     | 19477/46302 [20:39:21<28:26:42,  3.82s/it]
 42%|████▏     | 19478/46302 [20:39:25<28:26:34,  3.82s/it]
 42%|████▏     | 19479/46302 [20:39:29<28:26:51,  3.82s/it]
 42%|████▏     | 19480/46302 [20:39:32<28:26:51,  3.82s/it]
 42%|████▏     | 19481/46302 [20:39:36<28:26:23,  3.82s/it]
 42%|████▏     | 19482/46302 [20:39:40<28:26:13,  3.82s/it]
 42%|████▏     | 19483/46302 [20:39:44<28:25:45,  3.82s/it]
 42%|████▏     | 19484/46302 [20:39:48<28:26:18,  3.82s/it]
 42%|████▏     | 19485/46302 [20:39:51<28:26:13,  3.82s/it]
 42%|████▏     | 19486/46302 [20:39:55<28:26:34,  3.82s/it]
 42%|████▏     | 19487/46302 [20:39:59<28:26:38,  3.82s/it]
 42%|████▏     | 19488/46302 [20:40:03<28:26:55,  3.82s/it]
 42%|████▏     | 19489/46302 [20:40:07<28:27:04,  3.82s/it]
 42%|████▏     | 19490/46302 [20:40:11<28:27:01,  3.82s/it]
 42%|████▏     | 19491/46302 [20:40:14<28:26:29,  3.82s/it]
 42%|████▏     | 19492/46302 [20:40:18<28:26:25,  3.82s/it]
 42%|████▏     | 19493/46302 [20:40:22<28:26:45,  3.82s/it]
 42%|████▏     | 19494/46302 [20:40:26<28:26:53,  3.82s/it]
 42%|████▏     | 19495/46302 [20:40:30<28:26:55,  3.82s/it]
 42%|████▏     | 19496/46302 [20:40:33<28:26:45,  3.82s/it]
 42%|████▏     | 19497/46302 [20:40:37<28:26:24,  3.82s/it]
 42%|████▏     | 19498/46302 [20:40:41<28:26:46,  3.82s/it]
 42%|████▏     | 19499/46302 [20:40:45<28:26:12,  3.82s/it]
 42%|████▏     | 19500/46302 [20:40:49<28:26:21,  3.82s/it]
                                                           
{'loss': 3.2856, 'learning_rate': 0.002958147543154828, 'epoch': 0.42}

 42%|████▏     | 19500/46302 [20:40:49<28:26:21,  3.82s/it]
 42%|████▏     | 19501/46302 [20:40:53<28:26:38,  3.82s/it]
 42%|████▏     | 19502/46302 [20:40:56<28:26:35,  3.82s/it]
 42%|████▏     | 19503/46302 [20:41:00<28:26:38,  3.82s/it]
 42%|████▏     | 19504/46302 [20:41:04<28:27:23,  3.82s/it]
 42%|████▏     | 19505/46302 [20:41:08<28:27:13,  3.82s/it]
 42%|████▏     | 19506/46302 [20:41:12<28:26:54,  3.82s/it]
 42%|████▏     | 19507/46302 [20:41:16<28:25:47,  3.82s/it]
 42%|████▏     | 19508/46302 [20:41:19<28:25:12,  3.82s/it]
 42%|████▏     | 19509/46302 [20:41:23<28:25:29,  3.82s/it]
 42%|████▏     | 19510/46302 [20:41:27<28:25:10,  3.82s/it]
 42%|████▏     | 19511/46302 [20:41:31<28:25:20,  3.82s/it]
 42%|████▏     | 19512/46302 [20:41:35<28:25:22,  3.82s/it]
 42%|████▏     | 19513/46302 [20:41:38<28:25:01,  3.82s/it]
 42%|████▏     | 19514/46302 [20:41:42<28:24:29,  3.82s/it]
 42%|████▏     | 19515/46302 [20:41:46<28:24:34,  3.82s/it]
 42%|████▏     | 19516/46302 [20:41:50<28:24:34,  3.82s/it]
 42%|████▏     | 19517/46302 [20:41:54<28:24:29,  3.82s/it]
 42%|████▏     | 19518/46302 [20:41:58<28:24:46,  3.82s/it]
 42%|████▏     | 19519/46302 [20:42:01<28:24:38,  3.82s/it]
 42%|████▏     | 19520/46302 [20:42:05<28:24:48,  3.82s/it]
 42%|████▏     | 19521/46302 [20:42:09<28:24:19,  3.82s/it]
 42%|████▏     | 19522/46302 [20:42:13<28:24:17,  3.82s/it]
 42%|████▏     | 19523/46302 [20:42:17<28:24:32,  3.82s/it]
 42%|████▏     | 19524/46302 [20:42:20<28:24:08,  3.82s/it]
 42%|████▏     | 19525/46302 [20:42:24<28:24:11,  3.82s/it]
 42%|████▏     | 19526/46302 [20:42:28<28:24:10,  3.82s/it]
 42%|████▏     | 19527/46302 [20:42:32<28:23:28,  3.82s/it]
 42%|████▏     | 19528/46302 [20:42:36<28:23:22,  3.82s/it]
 42%|████▏     | 19529/46302 [20:42:40<28:22:56,  3.82s/it]
 42%|████▏     | 19530/46302 [20:42:43<28:22:49,  3.82s/it]
 42%|████▏     | 19531/46302 [20:42:47<28:23:02,  3.82s/it]
 42%|████▏     | 19532/46302 [20:42:51<28:23:03,  3.82s/it]
 42%|████▏     | 19533/46302 [20:42:55<28:23:03,  3.82s/it]
 42%|████▏     | 19534/46302 [20:42:59<28:23:13,  3.82s/it]
 42%|████▏     | 19535/46302 [20:43:02<28:23:07,  3.82s/it]
 42%|████▏     | 19536/46302 [20:43:06<28:23:13,  3.82s/it]
 42%|████▏     | 19537/46302 [20:43:10<28:23:00,  3.82s/it]
 42%|████▏     | 19538/46302 [20:43:14<28:22:41,  3.82s/it]
 42%|████▏     | 19539/46302 [20:43:18<28:22:52,  3.82s/it]
 42%|████▏     | 19540/46302 [20:43:22<28:22:44,  3.82s/it]
 42%|████▏     | 19541/46302 [20:43:25<28:22:49,  3.82s/it]
 42%|████▏     | 19542/46302 [20:43:29<28:22:06,  3.82s/it]
 42%|████▏     | 19543/46302 [20:43:33<28:22:33,  3.82s/it]
 42%|████▏     | 19544/46302 [20:43:37<28:22:11,  3.82s/it]
 42%|████▏     | 19545/46302 [20:43:41<28:20:07,  3.81s/it]
 42%|████▏     | 19546/46302 [20:43:44<28:20:40,  3.81s/it]
 42%|████▏     | 19547/46302 [20:43:48<28:21:20,  3.82s/it]
 42%|████▏     | 19548/46302 [20:43:52<28:22:04,  3.82s/it]
 42%|████▏     | 19549/46302 [20:43:56<28:21:50,  3.82s/it]
 42%|████▏     | 19550/46302 [20:44:00<28:22:04,  3.82s/it]
 42%|████▏     | 19551/46302 [20:44:03<28:22:09,  3.82s/it]
 42%|████▏     | 19552/46302 [20:44:07<28:22:17,  3.82s/it]
 42%|████▏     | 19553/46302 [20:44:11<28:22:07,  3.82s/it]
 42%|████▏     | 19554/46302 [20:44:15<28:22:13,  3.82s/it]
 42%|████▏     | 19555/46302 [20:44:19<28:22:18,  3.82s/it]
 42%|████▏     | 19556/46302 [20:44:23<28:22:25,  3.82s/it]
 42%|████▏     | 19557/46302 [20:44:26<28:22:05,  3.82s/it]
 42%|████▏     | 19558/46302 [20:44:30<28:22:25,  3.82s/it]
 42%|████▏     | 19559/46302 [20:44:34<28:22:41,  3.82s/it]
 42%|████▏     | 19560/46302 [20:44:38<28:22:25,  3.82s/it]
 42%|████▏     | 19561/46302 [20:44:42<28:22:31,  3.82s/it]
 42%|████▏     | 19562/46302 [20:44:46<28:21:30,  3.82s/it]
 42%|████▏     | 19563/46302 [20:44:49<28:21:21,  3.82s/it]
 42%|████▏     | 19564/46302 [20:44:53<28:21:27,  3.82s/it]
 42%|████▏     | 19565/46302 [20:44:57<28:21:39,  3.82s/it]
 42%|████▏     | 19566/46302 [20:45:01<28:21:41,  3.82s/it]
 42%|████▏     | 19567/46302 [20:45:05<28:21:39,  3.82s/it]
 42%|████▏     | 19568/46302 [20:45:08<28:21:32,  3.82s/it]
 42%|████▏     | 19569/46302 [20:45:12<28:21:45,  3.82s/it]
 42%|████▏     | 19570/46302 [20:45:16<28:21:56,  3.82s/it]
 42%|████▏     | 19571/46302 [20:45:20<28:22:03,  3.82s/it]
 42%|████▏     | 19572/46302 [20:45:24<28:21:24,  3.82s/it]
 42%|████▏     | 19573/46302 [20:45:28<28:20:40,  3.82s/it]
 42%|████▏     | 19574/46302 [20:45:31<28:21:11,  3.82s/it]
 42%|████▏     | 19575/46302 [20:45:35<28:20:50,  3.82s/it]
 42%|████▏     | 19576/46302 [20:45:39<28:20:47,  3.82s/it]
 42%|████▏     | 19577/46302 [20:45:43<28:21:15,  3.82s/it]
 42%|████▏     | 19578/46302 [20:45:47<28:21:06,  3.82s/it]
 42%|████▏     | 19579/46302 [20:45:50<28:20:56,  3.82s/it]
 42%|████▏     | 19580/46302 [20:45:54<28:20:49,  3.82s/it]
 42%|████▏     | 19581/46302 [20:45:58<28:20:36,  3.82s/it]
 42%|████▏     | 19582/46302 [20:46:02<28:20:51,  3.82s/it]
 42%|████▏     | 19583/46302 [20:46:06<28:20:43,  3.82s/it]
 42%|████▏     | 19584/46302 [20:46:10<28:20:25,  3.82s/it]
 42%|████▏     | 19585/46302 [20:46:13<28:20:21,  3.82s/it]
 42%|████▏     | 19586/46302 [20:46:17<28:19:37,  3.82s/it]
 42%|████▏     | 19587/46302 [20:46:21<28:19:41,  3.82s/it]
 42%|████▏     | 19588/46302 [20:46:25<28:19:09,  3.82s/it]
 42%|████▏     | 19589/46302 [20:46:29<28:19:38,  3.82s/it]
 42%|████▏     | 19590/46302 [20:46:32<28:19:31,  3.82s/it]
 42%|████▏     | 19591/46302 [20:46:36<28:19:37,  3.82s/it]
 42%|████▏     | 19592/46302 [20:46:40<28:19:31,  3.82s/it]
 42%|████▏     | 19593/46302 [20:46:44<28:19:03,  3.82s/it]
 42%|████▏     | 19594/46302 [20:46:48<28:18:56,  3.82s/it]
 42%|████▏     | 19595/46302 [20:46:52<28:18:42,  3.82s/it]
 42%|████▏     | 19596/46302 [20:46:55<28:18:46,  3.82s/it]
 42%|████▏     | 19597/46302 [20:46:59<28:19:00,  3.82s/it]
 42%|████▏     | 19598/46302 [20:47:03<28:19:09,  3.82s/it]
 42%|████▏     | 19599/46302 [20:47:07<28:18:52,  3.82s/it]
 42%|████▏     | 19600/46302 [20:47:11<28:19:08,  3.82s/it]
 42%|████▏     | 19601/46302 [20:47:14<28:19:08,  3.82s/it]
 42%|████▏     | 19602/46302 [20:47:18<28:19:28,  3.82s/it]
 42%|████▏     | 19603/46302 [20:47:22<28:19:32,  3.82s/it]
 42%|████▏     | 19604/46302 [20:47:26<28:18:57,  3.82s/it]
 42%|████▏     | 19605/46302 [20:47:30<28:19:17,  3.82s/it]
 42%|████▏     | 19606/46302 [20:47:34<28:19:01,  3.82s/it]
 42%|████▏     | 19607/46302 [20:47:37<28:18:53,  3.82s/it]
 42%|████▏     | 19608/46302 [20:47:41<28:18:37,  3.82s/it]
 42%|████▏     | 19609/46302 [20:47:45<28:18:52,  3.82s/it]
 42%|████▏     | 19610/46302 [20:47:49<28:18:59,  3.82s/it]
 42%|████▏     | 19611/46302 [20:47:53<28:18:45,  3.82s/it]
 42%|████▏     | 19612/46302 [20:47:56<28:18:20,  3.82s/it]
 42%|████▏     | 19613/46302 [20:48:00<28:18:13,  3.82s/it]
 42%|████▏     | 19614/46302 [20:48:04<28:18:41,  3.82s/it]
 42%|████▏     | 19615/46302 [20:48:08<28:17:57,  3.82s/it]
 42%|████▏     | 19616/46302 [20:48:12<28:17:54,  3.82s/it]
 42%|████▏     | 19617/46302 [20:48:16<28:17:56,  3.82s/it]
 42%|████▏     | 19618/46302 [20:48:19<28:17:44,  3.82s/it]
 42%|████▏     | 19619/46302 [20:48:23<28:17:23,  3.82s/it]
 42%|████▏     | 19620/46302 [20:48:27<28:18:05,  3.82s/it]
 42%|████▏     | 19621/46302 [20:48:31<28:18:06,  3.82s/it]
 42%|████▏     | 19622/46302 [20:48:35<28:17:50,  3.82s/it]
 42%|████▏     | 19623/46302 [20:48:38<28:17:49,  3.82s/it]
 42%|████▏     | 19624/46302 [20:48:42<28:17:34,  3.82s/it]
 42%|████▏     | 19625/46302 [20:48:46<28:17:40,  3.82s/it]
 42%|████▏     | 19626/46302 [20:48:50<28:17:17,  3.82s/it]
 42%|████▏     | 19627/46302 [20:48:54<28:16:46,  3.82s/it]
 42%|████▏     | 19628/46302 [20:48:58<28:17:06,  3.82s/it]
 42%|████▏     | 19629/46302 [20:49:01<28:15:45,  3.81s/it]
 42%|████▏     | 19630/46302 [20:49:05<28:16:44,  3.82s/it]
 42%|████▏     | 19631/46302 [20:49:09<28:17:02,  3.82s/it]
 42%|████▏     | 19632/46302 [20:49:13<28:17:03,  3.82s/it]
 42%|████▏     | 19633/46302 [20:49:17<28:16:37,  3.82s/it]
 42%|████▏     | 19634/46302 [20:49:20<28:16:46,  3.82s/it]
 42%|████▏     | 19635/46302 [20:49:24<28:16:44,  3.82s/it]
 42%|████▏     | 19636/46302 [20:49:28<28:16:13,  3.82s/it]
 42%|████▏     | 19637/46302 [20:49:32<28:16:36,  3.82s/it]
 42%|████▏     | 19638/46302 [20:49:36<28:16:46,  3.82s/it]
 42%|████▏     | 19639/46302 [20:49:39<28:16:58,  3.82s/it]
 42%|████▏     | 19640/46302 [20:49:43<28:17:11,  3.82s/it]
 42%|████▏     | 19641/46302 [20:49:47<28:17:15,  3.82s/it]
 42%|████▏     | 19642/46302 [20:49:51<28:17:01,  3.82s/it]
 42%|████▏     | 19643/46302 [20:49:55<28:16:14,  3.82s/it]
 42%|████▏     | 19644/46302 [20:49:59<28:16:57,  3.82s/it]
 42%|████▏     | 19645/46302 [20:50:02<28:16:41,  3.82s/it]
 42%|████▏     | 19646/46302 [20:50:06<28:16:11,  3.82s/it]
 42%|████▏     | 19647/46302 [20:50:10<28:16:24,  3.82s/it]
 42%|████▏     | 19648/46302 [20:50:14<28:15:59,  3.82s/it]
 42%|████▏     | 19649/46302 [20:50:18<28:15:56,  3.82s/it]
 42%|████▏     | 19650/46302 [20:50:21<28:15:39,  3.82s/it]
 42%|████▏     | 19651/46302 [20:50:25<28:16:00,  3.82s/it]
 42%|████▏     | 19652/46302 [20:50:29<28:16:02,  3.82s/it]
 42%|████▏     | 19653/46302 [20:50:33<28:15:49,  3.82s/it]
 42%|████▏     | 19654/46302 [20:50:37<28:15:53,  3.82s/it]
 42%|████▏     | 19655/46302 [20:50:41<28:15:45,  3.82s/it]
 42%|████▏     | 19656/46302 [20:50:44<28:15:49,  3.82s/it]
 42%|████▏     | 19657/46302 [20:50:48<28:15:18,  3.82s/it]
 42%|████▏     | 19658/46302 [20:50:52<28:14:59,  3.82s/it]
 42%|████▏     | 19659/46302 [20:50:56<28:15:08,  3.82s/it]
 42%|████▏     | 19660/46302 [20:51:00<28:15:31,  3.82s/it]
 42%|████▏     | 19661/46302 [20:51:03<28:15:23,  3.82s/it]
 42%|████▏     | 19662/46302 [20:51:07<28:15:09,  3.82s/it]
 42%|████▏     | 19663/46302 [20:51:11<28:14:30,  3.82s/it]
 42%|████▏     | 19664/46302 [20:51:15<28:14:36,  3.82s/it]
 42%|████▏     | 19665/46302 [20:51:19<28:14:20,  3.82s/it]
 42%|████▏     | 19666/46302 [20:51:23<28:14:15,  3.82s/it]
 42%|████▏     | 19667/46302 [20:51:26<28:14:13,  3.82s/it]
 42%|████▏     | 19668/46302 [20:51:30<28:13:57,  3.82s/it]
 42%|████▏     | 19669/46302 [20:51:34<28:14:09,  3.82s/it]
 42%|████▏     | 19670/46302 [20:51:38<28:13:46,  3.82s/it]
 42%|████▏     | 19671/46302 [20:51:42<28:14:23,  3.82s/it]
 42%|████▏     | 19672/46302 [20:51:45<28:14:16,  3.82s/it]
 42%|████▏     | 19673/46302 [20:51:49<28:13:38,  3.82s/it]
 42%|████▏     | 19674/46302 [20:51:53<28:14:10,  3.82s/it]
 42%|████▏     | 19675/46302 [20:51:57<28:13:27,  3.82s/it]
 42%|████▏     | 19676/46302 [20:52:01<28:13:12,  3.82s/it]
 42%|████▏     | 19677/46302 [20:52:05<28:13:45,  3.82s/it]
 42%|████▏     | 19678/46302 [20:52:08<28:13:55,  3.82s/it]
 43%|████▎     | 19679/46302 [20:52:12<28:14:03,  3.82s/it]
 43%|████▎     | 19680/46302 [20:52:16<28:14:08,  3.82s/it]
 43%|████▎     | 19681/46302 [20:52:20<28:13:40,  3.82s/it]
 43%|████▎     | 19682/46302 [20:52:24<28:13:30,  3.82s/it]
 43%|████▎     | 19683/46302 [20:52:27<28:12:17,  3.81s/it]
 43%|████▎     | 19684/46302 [20:52:31<28:12:22,  3.81s/it]
 43%|████▎     | 19685/46302 [20:52:35<28:12:16,  3.81s/it]
 43%|████▎     | 19686/46302 [20:52:39<28:12:25,  3.82s/it]
 43%|████▎     | 19687/46302 [20:52:43<28:13:00,  3.82s/it]
 43%|████▎     | 19688/46302 [20:52:47<28:13:00,  3.82s/it]
 43%|████▎     | 19689/46302 [20:52:50<28:13:09,  3.82s/it]
 43%|████▎     | 19690/46302 [20:52:54<28:12:53,  3.82s/it]
 43%|████▎     | 19691/46302 [20:52:58<28:12:54,  3.82s/it]
 43%|████▎     | 19692/46302 [20:53:02<28:12:35,  3.82s/it]
 43%|████▎     | 19693/46302 [20:53:06<28:12:33,  3.82s/it]
 43%|████▎     | 19694/46302 [20:53:09<28:12:19,  3.82s/it]
 43%|████▎     | 19695/46302 [20:53:13<28:12:11,  3.82s/it]
 43%|████▎     | 19696/46302 [20:53:17<28:12:03,  3.82s/it]
 43%|████▎     | 19697/46302 [20:53:21<28:11:44,  3.82s/it]
 43%|████▎     | 19698/46302 [20:53:25<28:11:16,  3.81s/it]
 43%|████▎     | 19699/46302 [20:53:29<28:11:53,  3.82s/it]
 43%|████▎     | 19700/46302 [20:53:32<28:11:28,  3.82s/it]
 43%|████▎     | 19701/46302 [20:53:36<28:11:09,  3.81s/it]
 43%|████▎     | 19702/46302 [20:53:40<28:11:23,  3.82s/it]
 43%|████▎     | 19703/46302 [20:53:44<28:11:08,  3.81s/it]
 43%|████▎     | 19704/46302 [20:53:48<28:11:36,  3.82s/it]
 43%|████▎     | 19705/46302 [20:53:51<28:12:01,  3.82s/it]
 43%|████▎     | 19706/46302 [20:53:55<28:11:20,  3.82s/it]
 43%|████▎     | 19707/46302 [20:53:59<28:11:26,  3.82s/it]
 43%|████▎     | 19708/46302 [20:54:03<28:11:32,  3.82s/it]
 43%|████▎     | 19709/46302 [20:54:07<28:11:28,  3.82s/it]
 43%|████▎     | 19710/46302 [20:54:10<28:11:33,  3.82s/it]
 43%|████▎     | 19711/46302 [20:54:14<28:11:23,  3.82s/it]
 43%|████▎     | 19712/46302 [20:54:18<28:11:46,  3.82s/it]
 43%|████▎     | 19713/46302 [20:54:22<28:11:47,  3.82s/it]
 43%|████▎     | 19714/46302 [20:54:26<28:11:38,  3.82s/it]
 43%|████▎     | 19715/46302 [20:54:30<28:12:09,  3.82s/it]
 43%|████▎     | 19716/46302 [20:54:33<28:12:24,  3.82s/it]
 43%|████▎     | 19717/46302 [20:54:37<28:12:12,  3.82s/it]
 43%|████▎     | 19718/46302 [20:54:41<28:11:48,  3.82s/it]
 43%|████▎     | 19719/46302 [20:54:45<28:11:16,  3.82s/it]
 43%|████▎     | 19720/46302 [20:54:49<28:11:11,  3.82s/it]
 43%|████▎     | 19721/46302 [20:54:52<28:10:46,  3.82s/it]
 43%|████▎     | 19722/46302 [20:54:56<28:10:23,  3.82s/it]
 43%|████▎     | 19723/46302 [20:55:00<28:10:32,  3.82s/it]
 43%|████▎     | 19724/46302 [20:55:04<28:09:57,  3.82s/it]
 43%|████▎     | 19725/46302 [20:55:08<28:09:29,  3.81s/it]
 43%|████▎     | 19726/46302 [20:55:12<28:09:04,  3.81s/it]
 43%|████▎     | 19727/46302 [20:55:15<28:09:26,  3.81s/it]
 43%|████▎     | 19728/46302 [20:55:19<28:09:38,  3.81s/it]
 43%|████▎     | 19729/46302 [20:55:23<28:09:24,  3.81s/it]
 43%|████▎     | 19730/46302 [20:55:27<28:10:09,  3.82s/it]
 43%|████▎     | 19731/46302 [20:55:31<28:10:24,  3.82s/it]
 43%|████▎     | 19732/46302 [20:55:34<28:10:04,  3.82s/it]
 43%|████▎     | 19733/46302 [20:55:38<28:09:39,  3.82s/it]
 43%|████▎     | 19734/46302 [20:55:42<28:10:19,  3.82s/it]
 43%|████▎     | 19735/46302 [20:55:46<28:10:45,  3.82s/it]
 43%|████▎     | 19736/46302 [20:55:50<28:10:24,  3.82s/it]
 43%|████▎     | 19737/46302 [20:55:54<28:10:03,  3.82s/it]
 43%|████▎     | 19738/46302 [20:55:57<28:10:01,  3.82s/it]
 43%|████▎     | 19739/46302 [20:56:01<28:10:02,  3.82s/it]
 43%|████▎     | 19740/46302 [20:56:05<28:09:31,  3.82s/it]
 43%|████▎     | 19741/46302 [20:56:09<28:09:26,  3.82s/it]
 43%|████▎     | 19742/46302 [20:56:13<28:09:04,  3.82s/it]
 43%|████▎     | 19743/46302 [20:56:16<28:09:45,  3.82s/it]
 43%|████▎     | 19744/46302 [20:56:20<28:10:08,  3.82s/it]
 43%|████▎     | 19745/46302 [20:56:24<28:10:09,  3.82s/it]
 43%|████▎     | 19746/46302 [20:56:28<28:09:46,  3.82s/it]
 43%|████▎     | 19747/46302 [20:56:32<28:09:50,  3.82s/it]
 43%|████▎     | 19748/46302 [20:56:36<28:08:49,  3.82s/it]
 43%|████▎     | 19749/46302 [20:56:39<28:08:23,  3.82s/it]
 43%|████▎     | 19750/46302 [20:56:43<28:08:03,  3.81s/it]
 43%|████▎     | 19751/46302 [20:56:47<28:08:29,  3.82s/it]
 43%|████▎     | 19752/46302 [20:56:51<28:08:56,  3.82s/it]
 43%|████▎     | 19753/46302 [20:56:55<28:09:14,  3.82s/it]
 43%|████▎     | 19754/46302 [20:56:58<28:09:24,  3.82s/it]
 43%|████▎     | 19755/46302 [20:57:02<28:09:23,  3.82s/it]
 43%|████▎     | 19756/46302 [20:57:06<28:09:29,  3.82s/it]
 43%|████▎     | 19757/46302 [20:57:10<28:09:41,  3.82s/it]
 43%|████▎     | 19758/46302 [20:57:14<28:09:17,  3.82s/it]
 43%|████▎     | 19759/46302 [20:57:18<28:09:06,  3.82s/it]
 43%|████▎     | 19760/46302 [20:57:21<28:09:13,  3.82s/it]
 43%|████▎     | 19761/46302 [20:57:25<28:08:58,  3.82s/it]
 43%|████▎     | 19762/46302 [20:57:29<28:08:30,  3.82s/it]
 43%|████▎     | 19763/46302 [20:57:33<28:08:15,  3.82s/it]
 43%|████▎     | 19764/46302 [20:57:37<28:07:47,  3.82s/it]
 43%|████▎     | 19765/46302 [20:57:40<28:07:58,  3.82s/it]
 43%|████▎     | 19766/46302 [20:57:44<28:08:23,  3.82s/it]
 43%|████▎     | 19767/46302 [20:57:48<28:07:46,  3.82s/it]
 43%|████▎     | 19768/46302 [20:57:52<28:07:42,  3.82s/it]
 43%|████▎     | 19769/46302 [20:57:56<28:08:02,  3.82s/it]
 43%|████▎     | 19770/46302 [20:58:00<28:08:02,  3.82s/it]
 43%|████▎     | 19771/46302 [20:58:03<28:08:19,  3.82s/it]
 43%|████▎     | 19772/46302 [20:58:07<28:07:54,  3.82s/it]
 43%|████▎     | 19773/46302 [20:58:11<28:08:24,  3.82s/it]
 43%|████▎     | 19774/46302 [20:58:15<28:08:50,  3.82s/it]
 43%|████▎     | 19775/46302 [20:58:19<28:08:40,  3.82s/it]
 43%|████▎     | 19776/46302 [20:58:22<28:08:36,  3.82s/it]
 43%|████▎     | 19777/46302 [20:58:26<28:08:19,  3.82s/it]
 43%|████▎     | 19778/46302 [20:58:30<28:08:03,  3.82s/it]
 43%|████▎     | 19779/46302 [20:58:34<28:07:49,  3.82s/it]
 43%|████▎     | 19780/46302 [20:58:38<28:07:23,  3.82s/it]
 43%|████▎     | 19781/46302 [20:58:42<28:06:56,  3.82s/it]
 43%|████▎     | 19782/46302 [20:58:45<28:07:11,  3.82s/it]
 43%|████▎     | 19783/46302 [20:58:49<28:06:58,  3.82s/it]
 43%|████▎     | 19784/46302 [20:58:53<28:06:53,  3.82s/it]
 43%|████▎     | 19785/46302 [20:58:57<28:07:24,  3.82s/it]
 43%|████▎     | 19786/46302 [20:59:01<28:07:31,  3.82s/it]
 43%|████▎     | 19787/46302 [20:59:04<28:07:38,  3.82s/it]
 43%|████▎     | 19788/46302 [20:59:08<28:07:15,  3.82s/it]
 43%|████▎     | 19789/46302 [20:59:12<28:07:21,  3.82s/it]
 43%|████▎     | 19790/46302 [20:59:16<28:07:13,  3.82s/it]
 43%|████▎     | 19791/46302 [20:59:20<28:06:53,  3.82s/it]
 43%|████▎     | 19792/46302 [20:59:24<28:06:42,  3.82s/it]
 43%|████▎     | 19793/46302 [20:59:27<28:07:03,  3.82s/it]
 43%|████▎     | 19794/46302 [20:59:31<28:06:39,  3.82s/it]
 43%|████▎     | 19795/46302 [20:59:35<28:06:51,  3.82s/it]
 43%|████▎     | 19796/46302 [20:59:39<28:06:22,  3.82s/it]
 43%|████▎     | 19797/46302 [20:59:43<28:06:15,  3.82s/it]
 43%|████▎     | 19798/46302 [20:59:46<28:05:53,  3.82s/it]
 43%|████▎     | 19799/46302 [20:59:50<28:05:17,  3.82s/it]
 43%|████▎     | 19800/46302 [20:59:54<28:05:56,  3.82s/it]
 43%|████▎     | 19801/46302 [20:59:58<28:05:56,  3.82s/it]
 43%|████▎     | 19802/46302 [21:00:02<28:05:57,  3.82s/it]
 43%|████▎     | 19803/46302 [21:00:06<28:06:29,  3.82s/it]
 43%|████▎     | 19804/46302 [21:00:09<28:06:03,  3.82s/it]
 43%|████▎     | 19805/46302 [21:00:13<28:05:51,  3.82s/it]
 43%|████▎     | 19806/46302 [21:00:17<28:05:41,  3.82s/it]
 43%|████▎     | 19807/46302 [21:00:21<28:05:35,  3.82s/it]
 43%|████▎     | 19808/46302 [21:00:25<28:05:24,  3.82s/it]
 43%|████▎     | 19809/46302 [21:00:28<28:05:44,  3.82s/it]
 43%|████▎     | 19810/46302 [21:00:32<28:05:37,  3.82s/it]
 43%|████▎     | 19811/46302 [21:00:36<28:05:58,  3.82s/it]
 43%|████▎     | 19812/46302 [21:00:40<28:05:33,  3.82s/it]
 43%|████▎     | 19813/46302 [21:00:44<28:05:47,  3.82s/it]
 43%|████▎     | 19814/46302 [21:00:47<28:05:24,  3.82s/it]
 43%|████▎     | 19815/46302 [21:00:51<28:05:11,  3.82s/it]
 43%|████▎     | 19816/46302 [21:00:55<28:04:56,  3.82s/it]
 43%|████▎     | 19817/46302 [21:00:59<28:05:17,  3.82s/it]
 43%|████▎     | 19818/46302 [21:01:03<28:05:05,  3.82s/it]
 43%|████▎     | 19819/46302 [21:01:07<28:05:09,  3.82s/it]
 43%|████▎     | 19820/46302 [21:01:10<28:04:30,  3.82s/it]
 43%|████▎     | 19821/46302 [21:01:14<28:04:13,  3.82s/it]
 43%|████▎     | 19822/46302 [21:01:18<28:04:27,  3.82s/it]
 43%|████▎     | 19823/46302 [21:01:22<28:04:19,  3.82s/it]
 43%|████▎     | 19824/46302 [21:01:26<28:03:49,  3.82s/it]
 43%|████▎     | 19825/46302 [21:01:29<28:04:03,  3.82s/it]
 43%|████▎     | 19826/46302 [21:01:33<28:04:01,  3.82s/it]
 43%|████▎     | 19827/46302 [21:01:37<28:04:00,  3.82s/it]
 43%|████▎     | 19828/46302 [21:01:41<28:04:18,  3.82s/it]
 43%|████▎     | 19829/46302 [21:01:45<28:04:22,  3.82s/it]
 43%|████▎     | 19830/46302 [21:01:49<28:04:03,  3.82s/it]
 43%|████▎     | 19831/46302 [21:01:52<28:04:23,  3.82s/it]
 43%|████▎     | 19832/46302 [21:01:56<28:04:07,  3.82s/it]
 43%|████▎     | 19833/46302 [21:02:00<28:04:26,  3.82s/it]
 43%|████▎     | 19834/46302 [21:02:04<28:04:19,  3.82s/it]
 43%|████▎     | 19835/46302 [21:02:08<28:04:04,  3.82s/it]
 43%|████▎     | 19836/46302 [21:02:11<28:03:43,  3.82s/it]
 43%|████▎     | 19837/46302 [21:02:15<28:03:21,  3.82s/it]
 43%|████▎     | 19838/46302 [21:02:19<28:02:51,  3.82s/it]
 43%|████▎     | 19839/46302 [21:02:23<28:03:04,  3.82s/it]
 43%|████▎     | 19840/46302 [21:02:27<28:02:57,  3.82s/it]
 43%|████▎     | 19841/46302 [21:02:31<28:03:41,  3.82s/it]
 43%|████▎     | 19842/46302 [21:02:34<28:03:28,  3.82s/it]
 43%|████▎     | 19843/46302 [21:02:38<28:03:19,  3.82s/it]
 43%|████▎     | 19844/46302 [21:02:42<28:02:48,  3.82s/it]
 43%|████▎     | 19845/46302 [21:02:46<28:02:49,  3.82s/it]
 43%|████▎     | 19846/46302 [21:02:50<28:02:04,  3.81s/it]
 43%|████▎     | 19847/46302 [21:02:53<28:01:53,  3.81s/it]
 43%|████▎     | 19848/46302 [21:02:57<28:02:26,  3.82s/it]
 43%|████▎     | 19849/46302 [21:03:01<28:02:02,  3.82s/it]
 43%|████▎     | 19850/46302 [21:03:05<28:02:32,  3.82s/it]
 43%|████▎     | 19851/46302 [21:03:09<28:02:25,  3.82s/it]
 43%|████▎     | 19852/46302 [21:03:13<28:01:56,  3.82s/it]
 43%|████▎     | 19853/46302 [21:03:16<28:01:52,  3.82s/it]
 43%|████▎     | 19854/46302 [21:03:20<28:01:50,  3.82s/it]
 43%|████▎     | 19855/46302 [21:03:24<28:01:41,  3.82s/it]
 43%|████▎     | 19856/46302 [21:03:28<28:02:11,  3.82s/it]
 43%|████▎     | 19857/46302 [21:03:32<28:02:15,  3.82s/it]
 43%|████▎     | 19858/46302 [21:03:35<28:01:49,  3.82s/it]
 43%|████▎     | 19859/46302 [21:03:39<28:01:50,  3.82s/it]
 43%|████▎     | 19860/46302 [21:03:43<28:02:08,  3.82s/it]
 43%|████▎     | 19861/46302 [21:03:47<28:01:42,  3.82s/it]
 43%|████▎     | 19862/46302 [21:03:51<28:01:49,  3.82s/it]
 43%|████▎     | 19863/46302 [21:03:55<28:01:30,  3.82s/it]
 43%|████▎     | 19864/46302 [21:03:58<28:01:26,  3.82s/it]
 43%|████▎     | 19865/46302 [21:04:02<28:01:50,  3.82s/it]
 43%|████▎     | 19866/46302 [21:04:06<28:02:01,  3.82s/it]
 43%|████▎     | 19867/46302 [21:04:10<28:01:41,  3.82s/it]
 43%|████▎     | 19868/46302 [21:04:14<28:00:59,  3.82s/it]
 43%|████▎     | 19869/46302 [21:04:17<28:00:37,  3.81s/it]
 43%|████▎     | 19870/46302 [21:04:21<28:00:24,  3.81s/it]
 43%|████▎     | 19871/46302 [21:04:25<28:01:00,  3.82s/it]
 43%|████▎     | 19872/46302 [21:04:29<28:01:21,  3.82s/it]
 43%|████▎     | 19873/46302 [21:04:33<28:01:49,  3.82s/it]
 43%|████▎     | 19874/46302 [21:04:36<28:01:58,  3.82s/it]
 43%|████▎     | 19875/46302 [21:04:40<28:01:29,  3.82s/it]
 43%|████▎     | 19876/46302 [21:04:44<28:00:52,  3.82s/it]
 43%|████▎     | 19877/46302 [21:04:48<28:01:11,  3.82s/it]
 43%|████▎     | 19878/46302 [21:04:52<28:01:26,  3.82s/it]
 43%|████▎     | 19879/46302 [21:04:56<28:00:34,  3.82s/it]
 43%|████▎     | 19880/46302 [21:04:59<28:00:53,  3.82s/it]
 43%|████▎     | 19881/46302 [21:05:03<28:00:26,  3.82s/it]
 43%|████▎     | 19882/46302 [21:05:07<28:00:41,  3.82s/it]
 43%|████▎     | 19883/46302 [21:05:11<28:00:29,  3.82s/it]
 43%|████▎     | 19884/46302 [21:05:15<28:00:34,  3.82s/it]
 43%|████▎     | 19885/46302 [21:05:18<28:00:19,  3.82s/it]
 43%|████▎     | 19886/46302 [21:05:22<27:59:48,  3.82s/it]
 43%|████▎     | 19887/46302 [21:05:26<27:59:54,  3.82s/it]
 43%|████▎     | 19888/46302 [21:05:30<27:59:51,  3.82s/it]
 43%|████▎     | 19889/46302 [21:05:34<27:59:38,  3.82s/it]
 43%|████▎     | 19890/46302 [21:05:38<27:59:43,  3.82s/it]
 43%|████▎     | 19891/46302 [21:05:41<28:00:05,  3.82s/it]
 43%|████▎     | 19892/46302 [21:05:45<27:59:46,  3.82s/it]
 43%|████▎     | 19893/46302 [21:05:49<28:00:30,  3.82s/it]
 43%|████▎     | 19894/46302 [21:05:53<28:00:04,  3.82s/it]
 43%|████▎     | 19895/46302 [21:05:57<27:59:55,  3.82s/it]
 43%|████▎     | 19896/46302 [21:06:00<28:00:03,  3.82s/it]
 43%|████▎     | 19897/46302 [21:06:04<27:59:57,  3.82s/it]
 43%|████▎     | 19898/46302 [21:06:08<27:59:43,  3.82s/it]
 43%|████▎     | 19899/46302 [21:06:12<27:59:06,  3.82s/it]
 43%|████▎     | 19900/46302 [21:06:16<27:59:08,  3.82s/it]
 43%|████▎     | 19901/46302 [21:06:20<27:59:35,  3.82s/it]
 43%|████▎     | 19902/46302 [21:06:23<27:59:38,  3.82s/it]
 43%|████▎     | 19903/46302 [21:06:27<27:59:48,  3.82s/it]
 43%|████▎     | 19904/46302 [21:06:31<27:59:34,  3.82s/it]
 43%|████▎     | 19905/46302 [21:06:35<27:59:39,  3.82s/it]
 43%|████▎     | 19906/46302 [21:06:39<27:59:22,  3.82s/it]
 43%|████▎     | 19907/46302 [21:06:42<27:59:17,  3.82s/it]
 43%|████▎     | 19908/46302 [21:06:46<27:58:56,  3.82s/it]
 43%|████▎     | 19909/46302 [21:06:50<27:59:16,  3.82s/it]
 43%|████▎     | 19910/46302 [21:06:54<27:59:06,  3.82s/it]
 43%|████▎     | 19911/46302 [21:06:58<27:58:45,  3.82s/it]
 43%|████▎     | 19912/46302 [21:07:02<27:58:45,  3.82s/it]
 43%|████▎     | 19913/46302 [21:07:05<27:58:20,  3.82s/it]
 43%|████▎     | 19914/46302 [21:07:09<27:58:16,  3.82s/it]
 43%|████▎     | 19915/46302 [21:07:13<27:58:17,  3.82s/it]
 43%|████▎     | 19916/46302 [21:07:17<27:58:16,  3.82s/it]
 43%|████▎     | 19917/46302 [21:07:21<27:58:24,  3.82s/it]
 43%|████▎     | 19918/46302 [21:07:24<27:58:32,  3.82s/it]
 43%|████▎     | 19919/46302 [21:07:28<27:58:45,  3.82s/it]
 43%|████▎     | 19920/46302 [21:07:32<27:58:50,  3.82s/it]
 43%|████▎     | 19921/46302 [21:07:36<27:59:01,  3.82s/it]
 43%|████▎     | 19922/46302 [21:07:40<27:59:15,  3.82s/it]
 43%|████▎     | 19923/46302 [21:07:44<27:58:51,  3.82s/it]
 43%|████▎     | 19924/46302 [21:07:47<27:58:50,  3.82s/it]
 43%|████▎     | 19925/46302 [21:07:51<27:58:09,  3.82s/it]
 43%|████▎     | 19926/46302 [21:07:55<27:58:26,  3.82s/it]
 43%|████▎     | 19927/46302 [21:07:59<27:58:29,  3.82s/it]
 43%|████▎     | 19928/46302 [21:08:03<27:57:53,  3.82s/it]
 43%|████▎     | 19929/46302 [21:08:06<27:57:40,  3.82s/it]
 43%|████▎     | 19930/46302 [21:08:10<27:57:52,  3.82s/it]
 43%|████▎     | 19931/46302 [21:08:14<27:58:02,  3.82s/it]
 43%|████▎     | 19932/46302 [21:08:18<27:58:11,  3.82s/it]
 43%|████▎     | 19933/46302 [21:08:22<27:58:51,  3.82s/it]
 43%|████▎     | 19934/46302 [21:08:26<27:59:00,  3.82s/it]
 43%|████▎     | 19935/46302 [21:08:29<27:58:39,  3.82s/it]
 43%|████▎     | 19936/46302 [21:08:33<27:58:27,  3.82s/it]
 43%|████▎     | 19937/46302 [21:08:37<27:58:04,  3.82s/it]
 43%|████▎     | 19938/46302 [21:08:41<27:58:15,  3.82s/it]
 43%|████▎     | 19939/46302 [21:08:45<27:58:11,  3.82s/it]
 43%|████▎     | 19940/46302 [21:08:48<27:57:47,  3.82s/it]
 43%|████▎     | 19941/46302 [21:08:52<27:57:38,  3.82s/it]
 43%|████▎     | 19942/46302 [21:08:56<27:57:50,  3.82s/it]
 43%|████▎     | 19943/46302 [21:09:00<27:56:59,  3.82s/it]
 43%|████▎     | 19944/46302 [21:09:04<27:57:19,  3.82s/it]
 43%|████▎     | 19945/46302 [21:09:08<27:57:35,  3.82s/it]
 43%|████▎     | 19946/46302 [21:09:11<27:57:13,  3.82s/it]
 43%|████▎     | 19947/46302 [21:09:15<27:56:57,  3.82s/it]
 43%|████▎     | 19948/46302 [21:09:19<27:57:14,  3.82s/it]
 43%|████▎     | 19949/46302 [21:09:23<27:57:03,  3.82s/it]
 43%|████▎     | 19950/46302 [21:09:27<27:57:10,  3.82s/it]
 43%|████▎     | 19951/46302 [21:09:30<27:57:15,  3.82s/it]
 43%|████▎     | 19952/46302 [21:09:34<27:56:47,  3.82s/it]
 43%|████▎     | 19953/46302 [21:09:38<27:56:28,  3.82s/it]
 43%|████▎     | 19954/46302 [21:09:42<27:56:31,  3.82s/it]
 43%|████▎     | 19955/46302 [21:09:46<27:56:59,  3.82s/it]
 43%|████▎     | 19956/46302 [21:09:50<27:56:46,  3.82s/it]
 43%|████▎     | 19957/46302 [21:09:53<27:57:00,  3.82s/it]
 43%|████▎     | 19958/46302 [21:09:57<27:56:06,  3.82s/it]
 43%|████▎     | 19959/46302 [21:10:01<27:56:37,  3.82s/it]
 43%|████▎     | 19960/46302 [21:10:05<27:56:23,  3.82s/it]
 43%|████▎     | 19961/46302 [21:10:09<27:56:25,  3.82s/it]
 43%|████▎     | 19962/46302 [21:10:12<27:56:17,  3.82s/it]
 43%|████▎     | 19963/46302 [21:10:16<27:55:44,  3.82s/it]
 43%|████▎     | 19964/46302 [21:10:20<27:55:51,  3.82s/it]
 43%|████▎     | 19965/46302 [21:10:24<27:55:39,  3.82s/it]
 43%|████▎     | 19966/46302 [21:10:28<27:55:29,  3.82s/it]
 43%|████▎     | 19967/46302 [21:10:32<27:55:48,  3.82s/it]
 43%|████▎     | 19968/46302 [21:10:35<27:55:58,  3.82s/it]
 43%|████▎     | 19969/46302 [21:10:39<27:55:53,  3.82s/it]
 43%|████▎     | 19970/46302 [21:10:43<27:55:32,  3.82s/it]
 43%|████▎     | 19971/46302 [21:10:47<27:55:41,  3.82s/it]
 43%|████▎     | 19972/46302 [21:10:51<27:55:38,  3.82s/it]
 43%|████▎     | 19973/46302 [21:10:54<27:56:03,  3.82s/it]
 43%|████▎     | 19974/46302 [21:10:58<27:56:13,  3.82s/it]
 43%|████▎     | 19975/46302 [21:11:02<27:56:23,  3.82s/it]
 43%|████▎     | 19976/46302 [21:11:06<27:56:21,  3.82s/it]
 43%|████▎     | 19977/46302 [21:11:10<27:56:21,  3.82s/it]
 43%|████▎     | 19978/46302 [21:11:14<27:55:44,  3.82s/it]
 43%|████▎     | 19979/46302 [21:11:17<27:55:22,  3.82s/it]
 43%|████▎     | 19980/46302 [21:11:21<27:55:20,  3.82s/it]
 43%|████▎     | 19981/46302 [21:11:25<27:55:44,  3.82s/it]
 43%|████▎     | 19982/46302 [21:11:29<27:55:36,  3.82s/it]
 43%|████▎     | 19983/46302 [21:11:33<27:55:47,  3.82s/it]
 43%|████▎     | 19984/46302 [21:11:36<27:55:30,  3.82s/it]
 43%|████▎     | 19985/46302 [21:11:40<27:55:35,  3.82s/it]
 43%|████▎     | 19986/46302 [21:11:44<27:55:38,  3.82s/it]
 43%|████▎     | 19987/46302 [21:11:48<27:55:34,  3.82s/it]
 43%|████▎     | 19988/46302 [21:11:52<27:55:17,  3.82s/it]
 43%|████▎     | 19989/46302 [21:11:56<27:55:07,  3.82s/it]
 43%|████▎     | 19990/46302 [21:11:59<27:54:18,  3.82s/it]
 43%|████▎     | 19991/46302 [21:12:03<27:54:42,  3.82s/it]
 43%|████▎     | 19992/46302 [21:12:07<27:54:30,  3.82s/it]
 43%|████▎     | 19993/46302 [21:12:11<27:54:31,  3.82s/it]
 43%|████▎     | 19994/46302 [21:12:15<27:54:39,  3.82s/it]
 43%|████▎     | 19995/46302 [21:12:18<27:54:57,  3.82s/it]
 43%|████▎     | 19996/46302 [21:12:22<27:54:29,  3.82s/it]
 43%|████▎     | 19997/46302 [21:12:26<27:54:15,  3.82s/it]
 43%|████▎     | 19998/46302 [21:12:30<27:53:50,  3.82s/it]
 43%|████▎     | 19999/46302 [21:12:34<27:53:48,  3.82s/it]
 43%|████▎     | 20000/46302 [21:12:38<27:53:28,  3.82s/it]
                                                           
{'loss': 3.2793, 'learning_rate': 0.002902962341618471, 'epoch': 0.43}

 43%|████▎     | 20000/46302 [21:12:38<27:53:28,  3.82s/it][INFO|trainer.py:2895] 2024-01-12 17:48:01,816 >> Saving model checkpoint to ./training_bilingual/tmp-checkpoint-20000
[INFO|configuration_utils.py:483] 2024-01-12 17:48:01,817 >> Configuration saved in ./training_bilingual/tmp-checkpoint-20000/config.json
[INFO|configuration_utils.py:594] 2024-01-12 17:48:01,818 >> Configuration saved in ./training_bilingual/tmp-checkpoint-20000/generation_config.json
[INFO|modeling_utils.py:2413] 2024-01-12 17:48:02,515 >> Model weights saved in ./training_bilingual/tmp-checkpoint-20000/model.safetensors
[INFO|tokenization_utils_base.py:2432] 2024-01-12 17:48:02,515 >> tokenizer config file saved in ./training_bilingual/tmp-checkpoint-20000/tokenizer_config.json
[INFO|tokenization_utils_base.py:2441] 2024-01-12 17:48:02,516 >> Special tokens file saved in ./training_bilingual/tmp-checkpoint-20000/special_tokens_map.json

 43%|████▎     | 20001/46302 [21:12:43<31:38:09,  4.33s/it]
 43%|████▎     | 20002/46302 [21:12:47<30:29:58,  4.17s/it]
 43%|████▎     | 20003/46302 [21:12:51<29:42:10,  4.07s/it]
 43%|████▎     | 20004/46302 [21:12:55<29:08:47,  3.99s/it]
 43%|████▎     | 20005/46302 [21:12:58<28:45:17,  3.94s/it]
 43%|████▎     | 20006/46302 [21:13:02<28:29:17,  3.90s/it]
 43%|████▎     | 20007/46302 [21:13:06<28:18:29,  3.88s/it]
 43%|████▎     | 20008/46302 [21:13:10<28:10:47,  3.86s/it]
 43%|████▎     | 20009/46302 [21:13:14<28:05:20,  3.85s/it]
 43%|████▎     | 20010/46302 [21:13:17<28:01:50,  3.84s/it]
 43%|████▎     | 20011/46302 [21:13:21<27:59:03,  3.83s/it]
 43%|████▎     | 20012/46302 [21:13:25<27:56:54,  3.83s/it]
 43%|████▎     | 20013/46302 [21:13:29<27:55:44,  3.82s/it]
 43%|████▎     | 20014/46302 [21:13:33<27:54:59,  3.82s/it]
 43%|████▎     | 20015/46302 [21:13:37<27:54:43,  3.82s/it]
 43%|████▎     | 20016/46302 [21:13:40<27:54:31,  3.82s/it]
 43%|████▎     | 20017/46302 [21:13:44<27:54:14,  3.82s/it]
 43%|████▎     | 20018/46302 [21:13:48<27:54:31,  3.82s/it]
 43%|████▎     | 20019/46302 [21:13:52<27:54:26,  3.82s/it]
 43%|████▎     | 20020/46302 [21:13:56<27:54:19,  3.82s/it]
 43%|████▎     | 20021/46302 [21:13:59<27:54:22,  3.82s/it]
 43%|████▎     | 20022/46302 [21:14:03<27:54:06,  3.82s/it]
 43%|████▎     | 20023/46302 [21:14:07<27:54:05,  3.82s/it]
 43%|████▎     | 20024/46302 [21:14:11<27:54:17,  3.82s/it]
 43%|████▎     | 20025/46302 [21:14:15<27:54:04,  3.82s/it]
 43%|████▎     | 20026/46302 [21:14:19<27:54:06,  3.82s/it]
 43%|████▎     | 20027/46302 [21:14:22<27:53:36,  3.82s/it]
 43%|████▎     | 20028/46302 [21:14:26<27:53:23,  3.82s/it]
 43%|████▎     | 20029/46302 [21:14:30<27:53:36,  3.82s/it]
 43%|████▎     | 20030/46302 [21:14:34<27:53:07,  3.82s/it]
 43%|████▎     | 20031/46302 [21:14:38<27:52:41,  3.82s/it]
 43%|████▎     | 20032/46302 [21:14:41<27:52:24,  3.82s/it]
 43%|████▎     | 20033/46302 [21:14:45<27:52:15,  3.82s/it]
 43%|████▎     | 20034/46302 [21:14:49<27:52:23,  3.82s/it]
 43%|████▎     | 20035/46302 [21:14:53<27:52:28,  3.82s/it]
 43%|████▎     | 20036/46302 [21:14:57<27:52:08,  3.82s/it]
 43%|████▎     | 20037/46302 [21:15:01<27:52:06,  3.82s/it]
 43%|████▎     | 20038/46302 [21:15:04<27:52:18,  3.82s/it]
 43%|████▎     | 20039/46302 [21:15:08<27:52:24,  3.82s/it]
 43%|████▎     | 20040/46302 [21:15:12<27:52:21,  3.82s/it]
 43%|████▎     | 20041/46302 [21:15:16<27:51:24,  3.82s/it]
 43%|████▎     | 20042/46302 [21:15:20<27:51:25,  3.82s/it]
 43%|████▎     | 20043/46302 [21:15:24<27:51:15,  3.82s/it]
 43%|████▎     | 20044/46302 [21:15:27<27:51:17,  3.82s/it]
 43%|████▎     | 20045/46302 [21:15:31<27:51:25,  3.82s/it]
 43%|████▎     | 20046/46302 [21:15:35<27:51:07,  3.82s/it]
 43%|████▎     | 20047/46302 [21:15:39<27:50:57,  3.82s/it]
 43%|████▎     | 20048/46302 [21:15:43<27:51:01,  3.82s/it]
 43%|████▎     | 20049/46302 [21:15:46<27:50:16,  3.82s/it]
 43%|████▎     | 20050/46302 [21:15:50<27:50:39,  3.82s/it]
 43%|████▎     | 20051/46302 [21:15:54<27:51:04,  3.82s/it]
 43%|████▎     | 20052/46302 [21:15:58<27:50:53,  3.82s/it]
 43%|████▎     | 20053/46302 [21:16:02<27:50:30,  3.82s/it]
 43%|████▎     | 20054/46302 [21:16:06<27:50:20,  3.82s/it]
 43%|████▎     | 20055/46302 [21:16:09<27:49:57,  3.82s/it]
 43%|████▎     | 20056/46302 [21:16:13<27:49:28,  3.82s/it]
 43%|████▎     | 20057/46302 [21:16:17<27:49:10,  3.82s/it]
 43%|████▎     | 20058/46302 [21:16:21<27:49:05,  3.82s/it]
 43%|████▎     | 20059/46302 [21:16:25<27:49:00,  3.82s/it]
 43%|████▎     | 20060/46302 [21:16:28<27:49:34,  3.82s/it]
 43%|████▎     | 20061/46302 [21:16:32<27:48:20,  3.81s/it]
 43%|████▎     | 20062/46302 [21:16:36<27:48:44,  3.82s/it]
 43%|████▎     | 20063/46302 [21:16:40<27:48:17,  3.81s/it]
 43%|████▎     | 20064/46302 [21:16:44<27:48:06,  3.81s/it]
 43%|████▎     | 20065/46302 [21:16:47<27:48:45,  3.82s/it]
 43%|████▎     | 20066/46302 [21:16:51<27:49:21,  3.82s/it]
 43%|████▎     | 20067/46302 [21:16:55<27:49:17,  3.82s/it]
 43%|████▎     | 20068/46302 [21:16:59<27:49:20,  3.82s/it]
 43%|████▎     | 20069/46302 [21:17:03<27:49:36,  3.82s/it]
 43%|████▎     | 20070/46302 [21:17:07<27:49:34,  3.82s/it]
 43%|████▎     | 20071/46302 [21:17:10<27:49:28,  3.82s/it]
 43%|████▎     | 20072/46302 [21:17:14<27:49:36,  3.82s/it]
 43%|████▎     | 20073/46302 [21:17:18<27:49:34,  3.82s/it]
 43%|████▎     | 20074/46302 [21:17:22<27:49:35,  3.82s/it]
 43%|████▎     | 20075/46302 [21:17:26<27:49:27,  3.82s/it]
 43%|████▎     | 20076/46302 [21:17:29<27:49:25,  3.82s/it]
 43%|████▎     | 20077/46302 [21:17:33<27:49:05,  3.82s/it]
 43%|████▎     | 20078/46302 [21:17:37<27:49:10,  3.82s/it]
 43%|████▎     | 20079/46302 [21:17:41<27:49:13,  3.82s/it]
 43%|████▎     | 20080/46302 [21:17:45<27:49:14,  3.82s/it]
 43%|████▎     | 20081/46302 [21:17:49<27:48:50,  3.82s/it]
 43%|████▎     | 20082/46302 [21:17:52<27:49:05,  3.82s/it]
 43%|████▎     | 20083/46302 [21:17:56<27:48:54,  3.82s/it]
 43%|████▎     | 20084/46302 [21:18:00<27:48:35,  3.82s/it]
 43%|████▎     | 20085/46302 [21:18:04<27:48:13,  3.82s/it]
 43%|████▎     | 20086/46302 [21:18:08<27:48:30,  3.82s/it]
 43%|████▎     | 20087/46302 [21:18:11<27:48:11,  3.82s/it]
 43%|████▎     | 20088/46302 [21:18:15<27:48:05,  3.82s/it]
 43%|████▎     | 20089/46302 [21:18:19<27:48:18,  3.82s/it]
 43%|████▎     | 20090/46302 [21:18:23<27:48:13,  3.82s/it]
 43%|████▎     | 20091/46302 [21:18:27<27:47:14,  3.82s/it]
 43%|████▎     | 20092/46302 [21:18:31<27:47:32,  3.82s/it]
 43%|████▎     | 20093/46302 [21:18:34<27:48:04,  3.82s/it]
 43%|████▎     | 20094/46302 [21:18:38<27:47:53,  3.82s/it]
 43%|████▎     | 20095/46302 [21:18:42<27:47:55,  3.82s/it]
 43%|████▎     | 20096/46302 [21:18:46<27:47:43,  3.82s/it]
 43%|████▎     | 20097/46302 [21:18:50<27:46:43,  3.82s/it]
 43%|████▎     | 20098/46302 [21:18:53<27:47:10,  3.82s/it]
 43%|████▎     | 20099/46302 [21:18:57<27:47:13,  3.82s/it]
 43%|████▎     | 20100/46302 [21:19:01<27:46:36,  3.82s/it]
 43%|████▎     | 20101/46302 [21:19:05<27:46:47,  3.82s/it]
 43%|████▎     | 20102/46302 [21:19:09<27:46:41,  3.82s/it]
 43%|████▎     | 20103/46302 [21:19:13<27:46:55,  3.82s/it]
 43%|████▎     | 20104/46302 [21:19:16<27:46:48,  3.82s/it]
 43%|████▎     | 20105/46302 [21:19:20<27:46:54,  3.82s/it]
 43%|████▎     | 20106/46302 [21:19:24<27:46:37,  3.82s/it]
 43%|████▎     | 20107/46302 [21:19:28<27:47:03,  3.82s/it]
 43%|████▎     | 20108/46302 [21:19:32<27:47:24,  3.82s/it]
 43%|████▎     | 20109/46302 [21:19:35<27:47:14,  3.82s/it]
 43%|████▎     | 20110/46302 [21:19:39<27:47:06,  3.82s/it]
 43%|████▎     | 20111/46302 [21:19:43<27:46:49,  3.82s/it]
 43%|████▎     | 20112/46302 [21:19:47<27:46:32,  3.82s/it]
 43%|████▎     | 20113/46302 [21:19:51<27:45:38,  3.82s/it]
 43%|████▎     | 20114/46302 [21:19:55<27:46:25,  3.82s/it]
 43%|████▎     | 20115/46302 [21:19:58<27:46:09,  3.82s/it]
 43%|████▎     | 20116/46302 [21:20:02<27:46:07,  3.82s/it]
 43%|████▎     | 20117/46302 [21:20:06<27:45:54,  3.82s/it]
 43%|████▎     | 20118/46302 [21:20:10<27:45:42,  3.82s/it]
 43%|████▎     | 20119/46302 [21:20:14<27:45:33,  3.82s/it]
 43%|████▎     | 20120/46302 [21:20:17<27:46:07,  3.82s/it]
 43%|████▎     | 20121/46302 [21:20:21<27:46:19,  3.82s/it]
 43%|████▎     | 20122/46302 [21:20:25<27:46:35,  3.82s/it]
 43%|████▎     | 20123/46302 [21:20:29<27:45:57,  3.82s/it]
 43%|████▎     | 20124/46302 [21:20:33<27:46:01,  3.82s/it]
 43%|████▎     | 20125/46302 [21:20:37<27:46:20,  3.82s/it]
 43%|████▎     | 20126/46302 [21:20:40<27:46:20,  3.82s/it]
 43%|████▎     | 20127/46302 [21:20:44<27:46:18,  3.82s/it]
 43%|████▎     | 20128/46302 [21:20:48<27:45:53,  3.82s/it]
 43%|████▎     | 20129/46302 [21:20:52<27:45:54,  3.82s/it]
 43%|████▎     | 20130/46302 [21:20:56<27:45:26,  3.82s/it]
 43%|████▎     | 20131/46302 [21:20:59<27:45:26,  3.82s/it]
 43%|████▎     | 20132/46302 [21:21:03<27:45:41,  3.82s/it]
 43%|████▎     | 20133/46302 [21:21:07<27:45:18,  3.82s/it]
 43%|████▎     | 20134/46302 [21:21:11<27:44:42,  3.82s/it]
 43%|████▎     | 20135/46302 [21:21:15<27:44:12,  3.82s/it]
 43%|████▎     | 20136/46302 [21:21:19<27:44:24,  3.82s/it]
 43%|████▎     | 20137/46302 [21:21:22<27:44:27,  3.82s/it]
 43%|████▎     | 20138/46302 [21:21:26<27:43:24,  3.81s/it]
 43%|████▎     | 20139/46302 [21:21:30<27:43:17,  3.81s/it]
 43%|████▎     | 20140/46302 [21:21:34<27:43:35,  3.82s/it]
 43%|████▎     | 20141/46302 [21:21:38<27:43:12,  3.81s/it]
 44%|████▎     | 20142/46302 [21:21:41<27:43:17,  3.81s/it]
 44%|████▎     | 20143/46302 [21:21:45<27:42:58,  3.81s/it]
 44%|████▎     | 20144/46302 [21:21:49<27:43:05,  3.81s/it]
 44%|████▎     | 20145/46302 [21:21:53<27:43:27,  3.82s/it]
 44%|████▎     | 20146/46302 [21:21:57<27:43:32,  3.82s/it]
 44%|████▎     | 20147/46302 [21:22:01<27:43:56,  3.82s/it]
 44%|████▎     | 20148/46302 [21:22:04<27:43:45,  3.82s/it]
 44%|████▎     | 20149/46302 [21:22:08<27:43:40,  3.82s/it]
 44%|████▎     | 20150/46302 [21:22:12<27:43:38,  3.82s/it]
 44%|████▎     | 20151/46302 [21:22:16<27:44:01,  3.82s/it]
 44%|████▎     | 20152/46302 [21:22:20<27:43:56,  3.82s/it]
 44%|████▎     | 20153/46302 [21:22:23<27:44:02,  3.82s/it]
 44%|████▎     | 20154/46302 [21:22:27<27:43:38,  3.82s/it]
 44%|████▎     | 20155/46302 [21:22:31<27:43:52,  3.82s/it]
 44%|████▎     | 20156/46302 [21:22:35<27:43:47,  3.82s/it]
 44%|████▎     | 20157/46302 [21:22:39<27:43:56,  3.82s/it]
 44%|████▎     | 20158/46302 [21:22:43<27:43:10,  3.82s/it]
 44%|████▎     | 20159/46302 [21:22:46<27:43:19,  3.82s/it]
 44%|████▎     | 20160/46302 [21:22:50<27:43:24,  3.82s/it]
 44%|████▎     | 20161/46302 [21:22:54<27:43:42,  3.82s/it]
 44%|████▎     | 20162/46302 [21:22:58<27:43:52,  3.82s/it]
 44%|████▎     | 20163/46302 [21:23:02<27:43:21,  3.82s/it]
 44%|████▎     | 20164/46302 [21:23:05<27:42:01,  3.82s/it]
 44%|████▎     | 20165/46302 [21:23:09<27:41:56,  3.82s/it]
 44%|████▎     | 20166/46302 [21:23:13<27:41:25,  3.81s/it]
 44%|████▎     | 20167/46302 [21:23:17<27:40:56,  3.81s/it]
 44%|████▎     | 20168/46302 [21:23:21<27:41:11,  3.81s/it]
 44%|████▎     | 20169/46302 [21:23:25<27:41:21,  3.81s/it]
 44%|████▎     | 20170/46302 [21:23:28<27:41:48,  3.82s/it]
 44%|████▎     | 20171/46302 [21:23:32<27:41:54,  3.82s/it]
 44%|████▎     | 20172/46302 [21:23:36<27:41:39,  3.82s/it]
 44%|████▎     | 20173/46302 [21:23:40<27:41:28,  3.82s/it]
 44%|████▎     | 20174/46302 [21:23:44<27:41:24,  3.82s/it]
 44%|████▎     | 20175/46302 [21:23:47<27:41:25,  3.82s/it]
 44%|████▎     | 20176/46302 [21:23:51<27:41:14,  3.82s/it]
 44%|████▎     | 20177/46302 [21:23:55<27:40:38,  3.81s/it]
 44%|████▎     | 20178/46302 [21:23:59<27:40:40,  3.81s/it]
 44%|████▎     | 20179/46302 [21:24:03<27:40:22,  3.81s/it]
 44%|████▎     | 20180/46302 [21:24:06<27:40:24,  3.81s/it]
 44%|████▎     | 20181/46302 [21:24:10<27:40:09,  3.81s/it]
 44%|████▎     | 20182/46302 [21:24:14<27:39:46,  3.81s/it]
 44%|████▎     | 20183/46302 [21:24:18<27:39:48,  3.81s/it]
 44%|████▎     | 20184/46302 [21:24:22<27:39:56,  3.81s/it]
 44%|████▎     | 20185/46302 [21:24:26<27:39:47,  3.81s/it]
 44%|████▎     | 20186/46302 [21:24:29<27:40:24,  3.81s/it]
 44%|████▎     | 20187/46302 [21:24:33<27:40:41,  3.82s/it]
 44%|████▎     | 20188/46302 [21:24:37<27:40:42,  3.82s/it]
 44%|████▎     | 20189/46302 [21:24:41<27:40:41,  3.82s/it]
 44%|████▎     | 20190/46302 [21:24:45<27:40:54,  3.82s/it]
 44%|████▎     | 20191/46302 [21:24:48<27:40:47,  3.82s/it]
 44%|████▎     | 20192/46302 [21:24:52<27:40:00,  3.81s/it]
 44%|████▎     | 20193/46302 [21:24:56<27:40:04,  3.81s/it]
 44%|████▎     | 20194/46302 [21:25:00<27:39:38,  3.81s/it]
 44%|████▎     | 20195/46302 [21:25:04<27:39:33,  3.81s/it]
 44%|████▎     | 20196/46302 [21:25:08<27:39:52,  3.81s/it]
 44%|████▎     | 20197/46302 [21:25:11<27:39:35,  3.81s/it]
 44%|████▎     | 20198/46302 [21:25:15<27:39:28,  3.81s/it]
 44%|████▎     | 20199/46302 [21:25:19<27:39:23,  3.81s/it]
 44%|████▎     | 20200/46302 [21:25:23<27:39:30,  3.81s/it]
 44%|████▎     | 20201/46302 [21:25:27<27:39:13,  3.81s/it]
 44%|████▎     | 20202/46302 [21:25:30<27:39:52,  3.82s/it]
 44%|████▎     | 20203/46302 [21:25:34<27:39:45,  3.82s/it]
 44%|████▎     | 20204/46302 [21:25:38<27:40:07,  3.82s/it]
 44%|████▎     | 20205/46302 [21:25:42<27:39:15,  3.81s/it]
 44%|████▎     | 20206/46302 [21:25:46<27:39:10,  3.81s/it]
 44%|████▎     | 20207/46302 [21:25:49<27:38:40,  3.81s/it]
 44%|████▎     | 20208/46302 [21:25:53<27:38:56,  3.81s/it]
 44%|████▎     | 20209/46302 [21:25:57<27:39:11,  3.82s/it]
 44%|████▎     | 20210/46302 [21:26:01<27:39:33,  3.82s/it]
 44%|████▎     | 20211/46302 [21:26:05<27:39:31,  3.82s/it]
 44%|████▎     | 20212/46302 [21:26:09<27:39:31,  3.82s/it]
 44%|████▎     | 20213/46302 [21:26:12<27:38:39,  3.81s/it]
 44%|████▎     | 20214/46302 [21:26:16<27:38:30,  3.81s/it]
 44%|████▎     | 20215/46302 [21:26:20<27:38:16,  3.81s/it]
 44%|████▎     | 20216/46302 [21:26:24<27:37:59,  3.81s/it]
 44%|████▎     | 20217/46302 [21:26:28<27:38:00,  3.81s/it]
 44%|████▎     | 20218/46302 [21:26:31<27:37:57,  3.81s/it]
 44%|████▎     | 20219/46302 [21:26:35<27:37:38,  3.81s/it]
 44%|████▎     | 20220/46302 [21:26:39<27:37:55,  3.81s/it]
 44%|████▎     | 20221/46302 [21:26:43<27:37:37,  3.81s/it]
 44%|████▎     | 20222/46302 [21:26:47<27:37:18,  3.81s/it]
 44%|████▎     | 20223/46302 [21:26:50<27:37:15,  3.81s/it]
 44%|████▎     | 20224/46302 [21:26:54<27:37:15,  3.81s/it]
 44%|████▎     | 20225/46302 [21:26:58<27:37:02,  3.81s/it]
 44%|████▎     | 20226/46302 [21:27:02<27:37:30,  3.81s/it]
 44%|████▎     | 20227/46302 [21:27:06<27:37:42,  3.81s/it]
 44%|████▎     | 20228/46302 [21:27:10<27:37:27,  3.81s/it]
 44%|████▎     | 20229/46302 [21:27:13<27:37:31,  3.81s/it]
 44%|████▎     | 20230/46302 [21:27:17<27:37:12,  3.81s/it]
 44%|████▎     | 20231/46302 [21:27:21<27:37:28,  3.81s/it]
 44%|████▎     | 20232/46302 [21:27:25<27:37:23,  3.81s/it]
 44%|████▎     | 20233/46302 [21:27:29<27:37:21,  3.81s/it]
 44%|████▎     | 20234/46302 [21:27:32<27:37:35,  3.82s/it]
 44%|████▎     | 20235/46302 [21:27:36<27:37:15,  3.81s/it]
 44%|████▎     | 20236/46302 [21:27:40<27:37:20,  3.81s/it]
 44%|████▎     | 20237/46302 [21:27:44<27:36:35,  3.81s/it]
 44%|████▎     | 20238/46302 [21:27:48<27:36:46,  3.81s/it]
 44%|████▎     | 20239/46302 [21:27:52<27:37:00,  3.81s/it]
 44%|████▎     | 20240/46302 [21:27:55<27:37:01,  3.81s/it]
 44%|████▎     | 20241/46302 [21:27:59<27:36:37,  3.81s/it]
 44%|████▎     | 20242/46302 [21:28:03<27:36:34,  3.81s/it]
 44%|████▎     | 20243/46302 [21:28:07<27:37:04,  3.82s/it]
 44%|████▎     | 20244/46302 [21:28:11<27:36:33,  3.81s/it]
 44%|████▎     | 20245/46302 [21:28:14<27:36:48,  3.82s/it]
 44%|████▎     | 20246/46302 [21:28:18<27:36:37,  3.81s/it]
 44%|████▎     | 20247/46302 [21:28:22<27:36:03,  3.81s/it]
 44%|████▎     | 20248/46302 [21:28:26<27:36:29,  3.81s/it]
 44%|████▎     | 20249/46302 [21:28:30<27:36:13,  3.81s/it]
 44%|████▎     | 20250/46302 [21:28:33<27:36:11,  3.81s/it]
 44%|████▎     | 20251/46302 [21:28:37<27:35:44,  3.81s/it]
 44%|████▎     | 20252/46302 [21:28:41<27:36:10,  3.81s/it]
 44%|████▎     | 20253/46302 [21:28:45<27:35:32,  3.81s/it]
 44%|████▎     | 20254/46302 [21:28:49<27:35:26,  3.81s/it]
 44%|████▎     | 20255/46302 [21:28:53<27:35:41,  3.81s/it]
 44%|████▎     | 20256/46302 [21:28:56<27:36:04,  3.81s/it]
 44%|████▎     | 20257/46302 [21:29:00<27:35:45,  3.81s/it]
 44%|████▍     | 20258/46302 [21:29:04<27:36:07,  3.82s/it]
 44%|████▍     | 20259/46302 [21:29:08<27:35:47,  3.81s/it]
 44%|████▍     | 20260/46302 [21:29:12<27:35:56,  3.82s/it]
 44%|████▍     | 20261/46302 [21:29:15<27:36:05,  3.82s/it]
 44%|████▍     | 20262/46302 [21:29:19<27:35:12,  3.81s/it]
 44%|████▍     | 20263/46302 [21:29:23<27:35:14,  3.81s/it]
 44%|████▍     | 20264/46302 [21:29:27<27:35:04,  3.81s/it]
 44%|████▍     | 20265/46302 [21:29:31<27:35:03,  3.81s/it]
 44%|████▍     | 20266/46302 [21:29:35<27:35:02,  3.81s/it]
 44%|████▍     | 20267/46302 [21:29:38<27:34:41,  3.81s/it]
 44%|████▍     | 20268/46302 [21:29:42<27:34:31,  3.81s/it]
 44%|████▍     | 20269/46302 [21:29:46<27:34:39,  3.81s/it]
 44%|████▍     | 20270/46302 [21:29:50<27:34:55,  3.81s/it]
 44%|████▍     | 20271/46302 [21:29:54<27:34:15,  3.81s/it]
 44%|████▍     | 20272/46302 [21:29:57<27:33:53,  3.81s/it]
 44%|████▍     | 20273/46302 [21:30:01<27:34:03,  3.81s/it]
 44%|████▍     | 20274/46302 [21:30:05<27:33:45,  3.81s/it]
 44%|████▍     | 20275/46302 [21:30:09<27:33:31,  3.81s/it]
 44%|████▍     | 20276/46302 [21:30:13<27:33:27,  3.81s/it]
 44%|████▍     | 20277/46302 [21:30:16<27:33:14,  3.81s/it]
 44%|████▍     | 20278/46302 [21:30:20<27:33:24,  3.81s/it]
 44%|████▍     | 20279/46302 [21:30:24<27:33:54,  3.81s/it]
 44%|████▍     | 20280/46302 [21:30:28<27:34:18,  3.81s/it]
 44%|████▍     | 20281/46302 [21:30:32<27:33:51,  3.81s/it]
 44%|████▍     | 20282/46302 [21:30:36<27:33:35,  3.81s/it]
 44%|████▍     | 20283/46302 [21:30:39<27:33:23,  3.81s/it]
 44%|████▍     | 20284/46302 [21:30:43<27:33:33,  3.81s/it]
 44%|████▍     | 20285/46302 [21:30:47<27:33:37,  3.81s/it]
 44%|████▍     | 20286/46302 [21:30:51<27:33:23,  3.81s/it]
 44%|████▍     | 20287/46302 [21:30:55<27:33:05,  3.81s/it]
 44%|████▍     | 20288/46302 [21:30:58<27:33:29,  3.81s/it]
 44%|████▍     | 20289/46302 [21:31:02<27:33:36,  3.81s/it]
 44%|████▍     | 20290/46302 [21:31:06<27:33:02,  3.81s/it]
 44%|████▍     | 20291/46302 [21:31:10<27:33:11,  3.81s/it]
 44%|████▍     | 20292/46302 [21:31:14<27:33:23,  3.81s/it]
 44%|████▍     | 20293/46302 [21:31:17<27:32:57,  3.81s/it]
 44%|████▍     | 20294/46302 [21:31:21<27:33:03,  3.81s/it]
 44%|████▍     | 20295/46302 [21:31:25<27:33:06,  3.81s/it]
 44%|████▍     | 20296/46302 [21:31:29<27:33:06,  3.81s/it]
 44%|████▍     | 20297/46302 [21:31:33<27:32:20,  3.81s/it]
 44%|████▍     | 20298/46302 [21:31:37<27:32:24,  3.81s/it]
 44%|████▍     | 20299/46302 [21:31:40<27:32:02,  3.81s/it]
 44%|████▍     | 20300/46302 [21:31:44<27:32:08,  3.81s/it]
 44%|████▍     | 20301/46302 [21:31:48<27:32:06,  3.81s/it]
 44%|████▍     | 20302/46302 [21:31:52<27:32:21,  3.81s/it]
 44%|████▍     | 20303/46302 [21:31:56<27:32:20,  3.81s/it]
 44%|████▍     | 20304/46302 [21:31:59<27:32:19,  3.81s/it]
 44%|████▍     | 20305/46302 [21:32:03<27:32:31,  3.81s/it]
 44%|████▍     | 20306/46302 [21:32:07<27:32:24,  3.81s/it]
 44%|████▍     | 20307/46302 [21:32:11<27:31:37,  3.81s/it]
 44%|████▍     | 20308/46302 [21:32:15<27:31:48,  3.81s/it]
 44%|████▍     | 20309/46302 [21:32:18<27:32:32,  3.81s/it]
 44%|████▍     | 20310/46302 [21:32:22<27:32:27,  3.81s/it]
 44%|████▍     | 20311/46302 [21:32:26<27:32:17,  3.81s/it]
 44%|████▍     | 20312/46302 [21:32:30<27:32:34,  3.82s/it]
 44%|████▍     | 20313/46302 [21:32:34<27:32:08,  3.81s/it]
 44%|████▍     | 20314/46302 [21:32:38<27:32:33,  3.82s/it]
 44%|████▍     | 20315/46302 [21:32:41<27:31:52,  3.81s/it]
 44%|████▍     | 20316/46302 [21:32:45<27:31:27,  3.81s/it]
 44%|████▍     | 20317/46302 [21:32:49<27:31:27,  3.81s/it]
 44%|████▍     | 20318/46302 [21:32:53<27:31:00,  3.81s/it]
 44%|████▍     | 20319/46302 [21:32:57<27:30:46,  3.81s/it]
 44%|████▍     | 20320/46302 [21:33:00<27:31:07,  3.81s/it]
 44%|████▍     | 20321/46302 [21:33:04<27:31:07,  3.81s/it]
 44%|████▍     | 20322/46302 [21:33:08<27:30:58,  3.81s/it]
 44%|████▍     | 20323/46302 [21:33:12<27:30:53,  3.81s/it]
 44%|████▍     | 20324/46302 [21:33:16<27:30:41,  3.81s/it]
 44%|████▍     | 20325/46302 [21:33:19<27:30:37,  3.81s/it]
 44%|████▍     | 20326/46302 [21:33:23<27:30:29,  3.81s/it]
 44%|████▍     | 20327/46302 [21:33:27<27:30:57,  3.81s/it]
 44%|████▍     | 20328/46302 [21:33:31<27:31:28,  3.81s/it]
 44%|████▍     | 20329/46302 [21:33:35<27:31:08,  3.81s/it]
 44%|████▍     | 20330/46302 [21:33:39<27:31:29,  3.82s/it]
 44%|████▍     | 20331/46302 [21:33:42<27:31:08,  3.81s/it]
 44%|████▍     | 20332/46302 [21:33:46<27:30:25,  3.81s/it]
 44%|████▍     | 20333/46302 [21:33:50<27:30:23,  3.81s/it]
 44%|████▍     | 20334/46302 [21:33:54<27:30:17,  3.81s/it]
 44%|████▍     | 20335/46302 [21:33:58<27:29:57,  3.81s/it]
 44%|████▍     | 20336/46302 [21:34:01<27:29:52,  3.81s/it]
 44%|████▍     | 20337/46302 [21:34:05<27:29:48,  3.81s/it]
 44%|████▍     | 20338/46302 [21:34:09<27:30:24,  3.81s/it]
 44%|████▍     | 20339/46302 [21:34:13<27:30:19,  3.81s/it]
 44%|████▍     | 20340/46302 [21:34:17<27:30:29,  3.81s/it]
 44%|████▍     | 20341/46302 [21:34:21<27:30:03,  3.81s/it]
 44%|████▍     | 20342/46302 [21:34:24<27:30:34,  3.81s/it]
 44%|████▍     | 20343/46302 [21:34:28<27:30:32,  3.81s/it]
 44%|████▍     | 20344/46302 [21:34:32<27:29:58,  3.81s/it]
 44%|████▍     | 20345/46302 [21:34:36<27:29:39,  3.81s/it]
 44%|████▍     | 20346/46302 [21:34:40<27:29:35,  3.81s/it]
 44%|████▍     | 20347/46302 [21:34:43<27:29:45,  3.81s/it]
 44%|████▍     | 20348/46302 [21:34:47<27:29:39,  3.81s/it]
 44%|████▍     | 20349/46302 [21:34:51<27:29:01,  3.81s/it]
 44%|████▍     | 20350/46302 [21:34:55<27:29:31,  3.81s/it]
 44%|████▍     | 20351/46302 [21:34:59<27:29:04,  3.81s/it]
 44%|████▍     | 20352/46302 [21:35:02<27:28:38,  3.81s/it]
 44%|████▍     | 20353/46302 [21:35:06<27:28:19,  3.81s/it]
 44%|████▍     | 20354/46302 [21:35:10<27:28:49,  3.81s/it]
 44%|████▍     | 20355/46302 [21:35:14<27:28:37,  3.81s/it]
 44%|████▍     | 20356/46302 [21:35:18<27:28:29,  3.81s/it]
 44%|████▍     | 20357/46302 [21:35:22<27:28:02,  3.81s/it]
 44%|████▍     | 20358/46302 [21:35:25<27:28:01,  3.81s/it]
 44%|████▍     | 20359/46302 [21:35:29<27:28:10,  3.81s/it]
 44%|████▍     | 20360/46302 [21:35:33<27:28:35,  3.81s/it]
 44%|████▍     | 20361/46302 [21:35:37<27:28:41,  3.81s/it]
 44%|████▍     | 20362/46302 [21:35:41<27:29:01,  3.81s/it]
 44%|████▍     | 20363/46302 [21:35:44<27:28:32,  3.81s/it]
 44%|████▍     | 20364/46302 [21:35:48<27:28:32,  3.81s/it]
 44%|████▍     | 20365/46302 [21:35:52<27:27:52,  3.81s/it]
 44%|████▍     | 20366/46302 [21:35:56<27:27:21,  3.81s/it]
 44%|████▍     | 20367/46302 [21:36:00<27:27:17,  3.81s/it]
 44%|████▍     | 20368/46302 [21:36:03<27:27:42,  3.81s/it]
 44%|████▍     | 20369/46302 [21:36:07<27:27:11,  3.81s/it]
 44%|████▍     | 20370/46302 [21:36:11<27:27:26,  3.81s/it]
 44%|████▍     | 20371/46302 [21:36:15<27:27:25,  3.81s/it]
 44%|████▍     | 20372/46302 [21:36:19<27:27:37,  3.81s/it]
 44%|████▍     | 20373/46302 [21:36:23<27:27:51,  3.81s/it]
 44%|████▍     | 20374/46302 [21:36:26<27:27:57,  3.81s/it]
 44%|████▍     | 20375/46302 [21:36:30<27:27:16,  3.81s/it]
 44%|████▍     | 20376/46302 [21:36:34<27:27:36,  3.81s/it]
 44%|████▍     | 20377/46302 [21:36:38<27:27:40,  3.81s/it]
 44%|████▍     | 20378/46302 [21:36:42<27:27:37,  3.81s/it]
 44%|████▍     | 20379/46302 [21:36:45<27:27:38,  3.81s/it]
 44%|████▍     | 20380/46302 [21:36:49<27:27:16,  3.81s/it]
 44%|████▍     | 20381/46302 [21:36:53<27:27:02,  3.81s/it]
 44%|████▍     | 20382/46302 [21:36:57<27:27:26,  3.81s/it]
 44%|████▍     | 20383/46302 [21:37:01<27:27:14,  3.81s/it]
 44%|████▍     | 20384/46302 [21:37:04<27:26:18,  3.81s/it]
 44%|████▍     | 20385/46302 [21:37:08<27:26:08,  3.81s/it]
 44%|████▍     | 20386/46302 [21:37:12<27:26:10,  3.81s/it]
 44%|████▍     | 20387/46302 [21:37:16<27:26:06,  3.81s/it]
 44%|████▍     | 20388/46302 [21:37:20<27:26:03,  3.81s/it]
 44%|████▍     | 20389/46302 [21:37:24<27:25:45,  3.81s/it]
 44%|████▍     | 20390/46302 [21:37:27<27:26:20,  3.81s/it]
 44%|████▍     | 20391/46302 [21:37:31<27:26:21,  3.81s/it]
 44%|████▍     | 20392/46302 [21:37:35<27:26:06,  3.81s/it]
 44%|████▍     | 20393/46302 [21:37:39<27:26:05,  3.81s/it]
 44%|████▍     | 20394/46302 [21:37:43<27:25:54,  3.81s/it]
 44%|████▍     | 20395/46302 [21:37:46<27:25:29,  3.81s/it]
 44%|████▍     | 20396/46302 [21:37:50<27:26:16,  3.81s/it]
 44%|████▍     | 20397/46302 [21:37:54<27:26:10,  3.81s/it]
 44%|████▍     | 20398/46302 [21:37:58<27:26:31,  3.81s/it]
 44%|████▍     | 20399/46302 [21:38:02<27:26:54,  3.81s/it]
 44%|████▍     | 20400/46302 [21:38:05<27:26:44,  3.81s/it]
 44%|████▍     | 20401/46302 [21:38:09<27:25:58,  3.81s/it]
 44%|████▍     | 20402/46302 [21:38:13<27:26:16,  3.81s/it]
 44%|████▍     | 20403/46302 [21:38:17<27:26:32,  3.81s/it]
 44%|████▍     | 20404/46302 [21:38:21<27:26:28,  3.81s/it]
 44%|████▍     | 20405/46302 [21:38:25<27:26:23,  3.81s/it]
 44%|████▍     | 20406/46302 [21:38:28<27:26:02,  3.81s/it]
 44%|████▍     | 20407/46302 [21:38:32<27:25:35,  3.81s/it]
 44%|████▍     | 20408/46302 [21:38:36<27:25:52,  3.81s/it]
 44%|████▍     | 20409/46302 [21:38:40<27:25:23,  3.81s/it]
 44%|████▍     | 20410/46302 [21:38:44<27:24:53,  3.81s/it]
 44%|████▍     | 20411/46302 [21:38:47<27:24:49,  3.81s/it]
 44%|████▍     | 20412/46302 [21:38:51<27:25:16,  3.81s/it]
 44%|████▍     | 20413/46302 [21:38:55<27:25:02,  3.81s/it]
 44%|████▍     | 20414/46302 [21:38:59<27:25:05,  3.81s/it]
 44%|████▍     | 20415/46302 [21:39:03<27:25:29,  3.81s/it]
 44%|████▍     | 20416/46302 [21:39:06<27:25:07,  3.81s/it]
 44%|████▍     | 20417/46302 [21:39:10<27:24:46,  3.81s/it]
 44%|████▍     | 20418/46302 [21:39:14<27:25:26,  3.81s/it]
 44%|████▍     | 20419/46302 [21:39:18<27:25:28,  3.81s/it]
 44%|████▍     | 20420/46302 [21:39:22<27:25:12,  3.81s/it]
 44%|████▍     | 20421/46302 [21:39:26<27:25:31,  3.81s/it]
 44%|████▍     | 20422/46302 [21:39:29<27:25:33,  3.82s/it]
 44%|████▍     | 20423/46302 [21:39:33<27:25:15,  3.81s/it]
 44%|████▍     | 20424/46302 [21:39:37<27:25:24,  3.81s/it]
 44%|████▍     | 20425/46302 [21:39:41<27:25:17,  3.81s/it]
 44%|████▍     | 20426/46302 [21:39:45<27:25:16,  3.81s/it]
 44%|████▍     | 20427/46302 [21:39:48<27:25:05,  3.81s/it]
 44%|████▍     | 20428/46302 [21:39:52<27:24:23,  3.81s/it]
 44%|████▍     | 20429/46302 [21:39:56<27:24:35,  3.81s/it]
 44%|████▍     | 20430/46302 [21:40:00<27:24:52,  3.81s/it]
 44%|████▍     | 20431/46302 [21:40:04<27:25:04,  3.82s/it]
 44%|████▍     | 20432/46302 [21:40:07<27:25:21,  3.82s/it]
 44%|████▍     | 20433/46302 [21:40:11<27:25:31,  3.82s/it]
 44%|████▍     | 20434/46302 [21:40:15<27:24:28,  3.81s/it]
 44%|████▍     | 20435/46302 [21:40:19<27:25:02,  3.82s/it]
 44%|████▍     | 20436/46302 [21:40:23<27:24:44,  3.82s/it]
 44%|████▍     | 20437/46302 [21:40:27<27:24:17,  3.81s/it]
 44%|████▍     | 20438/46302 [21:40:30<27:24:24,  3.81s/it]
 44%|████▍     | 20439/46302 [21:40:34<27:24:08,  3.81s/it]
 44%|████▍     | 20440/46302 [21:40:38<27:24:02,  3.81s/it]
 44%|████▍     | 20441/46302 [21:40:42<27:23:40,  3.81s/it]
 44%|████▍     | 20442/46302 [21:40:46<27:24:08,  3.81s/it]
 44%|████▍     | 20443/46302 [21:40:49<27:23:41,  3.81s/it]
 44%|████▍     | 20444/46302 [21:40:53<27:24:07,  3.81s/it]
 44%|████▍     | 20445/46302 [21:40:57<27:23:32,  3.81s/it]
 44%|████▍     | 20446/46302 [21:41:01<27:23:24,  3.81s/it]
 44%|████▍     | 20447/46302 [21:41:05<27:23:47,  3.81s/it]
 44%|████▍     | 20448/46302 [21:41:09<27:24:11,  3.82s/it]
 44%|████▍     | 20449/46302 [21:41:12<27:24:09,  3.82s/it]
 44%|████▍     | 20450/46302 [21:41:16<27:24:04,  3.82s/it]
 44%|████▍     | 20451/46302 [21:41:20<27:24:32,  3.82s/it]
 44%|████▍     | 20452/46302 [21:41:24<27:24:43,  3.82s/it]
 44%|████▍     | 20453/46302 [21:41:28<27:24:52,  3.82s/it]
 44%|████▍     | 20454/46302 [21:41:31<27:24:47,  3.82s/it]
 44%|████▍     | 20455/46302 [21:41:35<27:24:32,  3.82s/it]
 44%|████▍     | 20456/46302 [21:41:39<27:24:40,  3.82s/it]
 44%|████▍     | 20457/46302 [21:41:43<27:24:29,  3.82s/it]
 44%|████▍     | 20458/46302 [21:41:47<27:24:28,  3.82s/it]
 44%|████▍     | 20459/46302 [21:41:51<27:24:24,  3.82s/it]
 44%|████▍     | 20460/46302 [21:41:54<27:24:21,  3.82s/it]
 44%|████▍     | 20461/46302 [21:41:58<27:24:24,  3.82s/it]
 44%|████▍     | 20462/46302 [21:42:02<27:24:25,  3.82s/it]
 44%|████▍     | 20463/46302 [21:42:06<27:23:47,  3.82s/it]
 44%|████▍     | 20464/46302 [21:42:10<27:24:03,  3.82s/it]
 44%|████▍     | 20465/46302 [21:42:13<27:24:22,  3.82s/it]
 44%|████▍     | 20466/46302 [21:42:17<27:24:16,  3.82s/it]
 44%|████▍     | 20467/46302 [21:42:21<27:23:47,  3.82s/it]
 44%|████▍     | 20468/46302 [21:42:25<27:23:44,  3.82s/it]
 44%|████▍     | 20469/46302 [21:42:29<27:23:24,  3.82s/it]
 44%|████▍     | 20470/46302 [21:42:33<27:23:53,  3.82s/it]
 44%|████▍     | 20471/46302 [21:42:36<27:23:22,  3.82s/it]
 44%|████▍     | 20472/46302 [21:42:40<27:22:42,  3.82s/it]
 44%|████▍     | 20473/46302 [21:42:44<27:22:53,  3.82s/it]
 44%|████▍     | 20474/46302 [21:42:48<27:22:38,  3.82s/it]
 44%|████▍     | 20475/46302 [21:42:52<27:22:58,  3.82s/it]
 44%|████▍     | 20476/46302 [21:42:55<27:22:56,  3.82s/it]
 44%|████▍     | 20477/46302 [21:42:59<27:23:05,  3.82s/it]
 44%|████▍     | 20478/46302 [21:43:03<27:22:52,  3.82s/it]
 44%|████▍     | 20479/46302 [21:43:07<27:22:38,  3.82s/it]
 44%|████▍     | 20480/46302 [21:43:11<27:22:52,  3.82s/it]
 44%|████▍     | 20481/46302 [21:43:15<27:22:44,  3.82s/it]
 44%|████▍     | 20482/46302 [21:43:18<27:22:46,  3.82s/it]
 44%|████▍     | 20483/46302 [21:43:22<27:23:05,  3.82s/it]
 44%|████▍     | 20484/46302 [21:43:26<27:22:29,  3.82s/it]
 44%|████▍     | 20485/46302 [21:43:30<27:22:44,  3.82s/it]
 44%|████▍     | 20486/46302 [21:43:34<27:22:30,  3.82s/it]
 44%|████▍     | 20487/46302 [21:43:37<27:22:21,  3.82s/it]
 44%|████▍     | 20488/46302 [21:43:41<27:21:49,  3.82s/it]
 44%|████▍     | 20489/46302 [21:43:45<27:22:10,  3.82s/it]
 44%|████▍     | 20490/46302 [21:43:49<27:22:45,  3.82s/it]
 44%|████▍     | 20491/46302 [21:43:53<27:22:50,  3.82s/it]
 44%|████▍     | 20492/46302 [21:43:57<27:22:49,  3.82s/it]
 44%|████▍     | 20493/46302 [21:44:00<27:23:00,  3.82s/it]
 44%|████▍     | 20494/46302 [21:44:04<27:23:12,  3.82s/it]
 44%|████▍     | 20495/46302 [21:44:08<27:23:18,  3.82s/it]
 44%|████▍     | 20496/46302 [21:44:12<27:22:57,  3.82s/it]
 44%|████▍     | 20497/46302 [21:44:16<27:22:50,  3.82s/it]
 44%|████▍     | 20498/46302 [21:44:19<27:22:56,  3.82s/it]
 44%|████▍     | 20499/46302 [21:44:23<27:22:26,  3.82s/it]
 44%|████▍     | 20500/46302 [21:44:27<27:22:27,  3.82s/it]
                                                           
{'loss': 3.2692, 'learning_rate': 0.0028477771400821157, 'epoch': 0.44}

 44%|████▍     | 20500/46302 [21:44:27<27:22:27,  3.82s/it]
 44%|████▍     | 20501/46302 [21:44:31<27:22:51,  3.82s/it]
 44%|████▍     | 20502/46302 [21:44:35<27:22:23,  3.82s/it]
 44%|████▍     | 20503/46302 [21:44:39<27:22:01,  3.82s/it]
 44%|████▍     | 20504/46302 [21:44:42<27:22:10,  3.82s/it]
 44%|████▍     | 20505/46302 [21:44:46<27:21:54,  3.82s/it]
 44%|████▍     | 20506/46302 [21:44:50<27:21:38,  3.82s/it]
 44%|████▍     | 20507/46302 [21:44:54<27:21:57,  3.82s/it]
 44%|████▍     | 20508/46302 [21:44:58<27:22:09,  3.82s/it]
 44%|████▍     | 20509/46302 [21:45:01<27:22:09,  3.82s/it]
 44%|████▍     | 20510/46302 [21:45:05<27:21:47,  3.82s/it]
 44%|████▍     | 20511/46302 [21:45:09<27:21:46,  3.82s/it]
 44%|████▍     | 20512/46302 [21:45:13<27:21:56,  3.82s/it]
 44%|████▍     | 20513/46302 [21:45:17<27:21:25,  3.82s/it]
 44%|████▍     | 20514/46302 [21:45:21<27:21:10,  3.82s/it]
 44%|████▍     | 20515/46302 [21:45:24<27:21:15,  3.82s/it]
 44%|████▍     | 20516/46302 [21:45:28<27:21:26,  3.82s/it]
 44%|████▍     | 20517/46302 [21:45:32<27:21:49,  3.82s/it]
 44%|████▍     | 20518/46302 [21:45:36<27:21:37,  3.82s/it]
 44%|████▍     | 20519/46302 [21:45:40<27:21:35,  3.82s/it]
 44%|████▍     | 20520/46302 [21:45:43<27:21:15,  3.82s/it]
 44%|████▍     | 20521/46302 [21:45:47<27:21:35,  3.82s/it]
 44%|████▍     | 20522/46302 [21:45:51<27:21:27,  3.82s/it]
 44%|████▍     | 20523/46302 [21:45:55<27:21:11,  3.82s/it]
 44%|████▍     | 20524/46302 [21:45:59<27:20:34,  3.82s/it]
 44%|████▍     | 20525/46302 [21:46:03<27:20:56,  3.82s/it]
 44%|████▍     | 20526/46302 [21:46:06<27:20:40,  3.82s/it]
 44%|████▍     | 20527/46302 [21:46:10<27:20:50,  3.82s/it]
 44%|████▍     | 20528/46302 [21:46:14<27:21:09,  3.82s/it]
 44%|████▍     | 20529/46302 [21:46:18<27:21:15,  3.82s/it]
 44%|████▍     | 20530/46302 [21:46:22<27:21:06,  3.82s/it]
 44%|████▍     | 20531/46302 [21:46:25<27:21:11,  3.82s/it]
 44%|████▍     | 20532/46302 [21:46:29<27:20:45,  3.82s/it]
 44%|████▍     | 20533/46302 [21:46:33<27:20:34,  3.82s/it]
 44%|████▍     | 20534/46302 [21:46:37<27:20:53,  3.82s/it]
 44%|████▍     | 20535/46302 [21:46:41<27:20:27,  3.82s/it]
 44%|████▍     | 20536/46302 [21:46:45<27:20:07,  3.82s/it]
 44%|████▍     | 20537/46302 [21:46:48<27:20:15,  3.82s/it]
 44%|████▍     | 20538/46302 [21:46:52<27:20:05,  3.82s/it]
 44%|████▍     | 20539/46302 [21:46:56<27:19:54,  3.82s/it]
 44%|████▍     | 20540/46302 [21:47:00<27:19:57,  3.82s/it]
 44%|████▍     | 20541/46302 [21:47:04<27:19:46,  3.82s/it]
 44%|████▍     | 20542/46302 [21:47:07<27:19:19,  3.82s/it]
 44%|████▍     | 20543/46302 [21:47:11<27:19:26,  3.82s/it]
 44%|████▍     | 20544/46302 [21:47:15<27:19:18,  3.82s/it]
 44%|████▍     | 20545/46302 [21:47:19<27:19:15,  3.82s/it]
 44%|████▍     | 20546/46302 [21:47:23<27:19:20,  3.82s/it]
 44%|████▍     | 20547/46302 [21:47:27<27:19:11,  3.82s/it]
 44%|████▍     | 20548/46302 [21:47:30<27:18:52,  3.82s/it]
 44%|████▍     | 20549/46302 [21:47:34<27:18:57,  3.82s/it]
 44%|████▍     | 20550/46302 [21:47:38<27:19:19,  3.82s/it]
 44%|████▍     | 20551/46302 [21:47:42<27:19:19,  3.82s/it]
 44%|████▍     | 20552/46302 [21:47:46<27:19:21,  3.82s/it]
 44%|████▍     | 20553/46302 [21:47:50<27:19:25,  3.82s/it]
 44%|████▍     | 20554/46302 [21:47:53<27:18:53,  3.82s/it]
 44%|████▍     | 20555/46302 [21:47:57<27:18:30,  3.82s/it]
 44%|████▍     | 20556/46302 [21:48:01<27:18:17,  3.82s/it]
 44%|████▍     | 20557/46302 [21:48:05<27:18:12,  3.82s/it]
 44%|████▍     | 20558/46302 [21:48:09<27:18:16,  3.82s/it]
 44%|████▍     | 20559/46302 [21:48:12<27:18:12,  3.82s/it]
 44%|████▍     | 20560/46302 [21:48:16<27:17:48,  3.82s/it]
 44%|████▍     | 20561/46302 [21:48:20<27:17:34,  3.82s/it]
 44%|████▍     | 20562/46302 [21:48:24<27:17:36,  3.82s/it]
 44%|████▍     | 20563/46302 [21:48:28<27:17:46,  3.82s/it]
 44%|████▍     | 20564/46302 [21:48:31<27:17:50,  3.82s/it]
 44%|████▍     | 20565/46302 [21:48:35<27:17:49,  3.82s/it]
 44%|████▍     | 20566/46302 [21:48:39<27:17:46,  3.82s/it]
 44%|████▍     | 20567/46302 [21:48:43<27:17:45,  3.82s/it]
 44%|████▍     | 20568/46302 [21:48:47<27:17:26,  3.82s/it]
 44%|████▍     | 20569/46302 [21:48:51<27:17:10,  3.82s/it]
 44%|████▍     | 20570/46302 [21:48:54<27:17:11,  3.82s/it]
 44%|████▍     | 20571/46302 [21:48:58<27:17:30,  3.82s/it]
 44%|████▍     | 20572/46302 [21:49:02<27:17:24,  3.82s/it]
 44%|████▍     | 20573/46302 [21:49:06<27:17:27,  3.82s/it]
 44%|████▍     | 20574/46302 [21:49:10<27:17:22,  3.82s/it]
 44%|████▍     | 20575/46302 [21:49:13<27:17:15,  3.82s/it]
 44%|████▍     | 20576/46302 [21:49:17<27:16:59,  3.82s/it]
 44%|████▍     | 20577/46302 [21:49:21<27:16:51,  3.82s/it]
 44%|████▍     | 20578/46302 [21:49:25<27:16:34,  3.82s/it]
 44%|████▍     | 20579/46302 [21:49:29<27:16:49,  3.82s/it]
 44%|████▍     | 20580/46302 [21:49:33<27:16:48,  3.82s/it]
 44%|████▍     | 20581/46302 [21:49:36<27:17:04,  3.82s/it]
 44%|████▍     | 20582/46302 [21:49:40<27:17:29,  3.82s/it]
 44%|████▍     | 20583/46302 [21:49:44<27:17:14,  3.82s/it]
 44%|████▍     | 20584/46302 [21:49:48<27:17:11,  3.82s/it]
 44%|████▍     | 20585/46302 [21:49:52<27:17:06,  3.82s/it]
 44%|████▍     | 20586/46302 [21:49:56<27:16:53,  3.82s/it]
 44%|████▍     | 20587/46302 [21:49:59<27:16:53,  3.82s/it]
 44%|████▍     | 20588/46302 [21:50:03<27:16:36,  3.82s/it]
 44%|████▍     | 20589/46302 [21:50:07<27:16:07,  3.82s/it]
 44%|████▍     | 20590/46302 [21:50:11<27:16:06,  3.82s/it]
 44%|████▍     | 20591/46302 [21:50:15<27:16:00,  3.82s/it]
 44%|████▍     | 20592/46302 [21:50:18<27:16:05,  3.82s/it]
 44%|████▍     | 20593/46302 [21:50:22<27:16:12,  3.82s/it]
 44%|████▍     | 20594/46302 [21:50:26<27:15:32,  3.82s/it]
 44%|████▍     | 20595/46302 [21:50:30<27:15:09,  3.82s/it]
 44%|████▍     | 20596/46302 [21:50:34<27:14:48,  3.82s/it]
 44%|████▍     | 20597/46302 [21:50:37<27:15:35,  3.82s/it]
 44%|████▍     | 20598/46302 [21:50:41<27:15:39,  3.82s/it]
 44%|████▍     | 20599/46302 [21:50:45<27:15:38,  3.82s/it]
 44%|████▍     | 20600/46302 [21:50:49<27:15:48,  3.82s/it]
 44%|████▍     | 20601/46302 [21:50:53<27:15:51,  3.82s/it]
 44%|████▍     | 20602/46302 [21:50:57<27:15:53,  3.82s/it]
 44%|████▍     | 20603/46302 [21:51:00<27:16:06,  3.82s/it]
 44%|████▍     | 20604/46302 [21:51:04<27:15:38,  3.82s/it]
 45%|████▍     | 20605/46302 [21:51:08<27:14:51,  3.82s/it]
 45%|████▍     | 20606/46302 [21:51:12<27:14:11,  3.82s/it]
 45%|████▍     | 20607/46302 [21:51:16<27:14:54,  3.82s/it]
 45%|████▍     | 20608/46302 [21:51:19<27:14:41,  3.82s/it]
 45%|████▍     | 20609/46302 [21:51:23<27:15:06,  3.82s/it]
 45%|████▍     | 20610/46302 [21:51:27<27:14:49,  3.82s/it]
 45%|████▍     | 20611/46302 [21:51:31<27:15:07,  3.82s/it]
 45%|████▍     | 20612/46302 [21:51:35<27:14:58,  3.82s/it]
 45%|████▍     | 20613/46302 [21:51:39<27:14:53,  3.82s/it]
 45%|████▍     | 20614/46302 [21:51:42<27:14:51,  3.82s/it]
 45%|████▍     | 20615/46302 [21:51:46<27:15:00,  3.82s/it]
 45%|████▍     | 20616/46302 [21:51:50<27:14:40,  3.82s/it]
 45%|████▍     | 20617/46302 [21:51:54<27:14:50,  3.82s/it]
 45%|████▍     | 20618/46302 [21:51:58<27:14:33,  3.82s/it]
 45%|████▍     | 20619/46302 [21:52:02<27:14:35,  3.82s/it]
 45%|████▍     | 20620/46302 [21:52:05<27:15:01,  3.82s/it]
 45%|████▍     | 20621/46302 [21:52:09<27:15:01,  3.82s/it]
 45%|████▍     | 20622/46302 [21:52:13<27:14:59,  3.82s/it]
 45%|████▍     | 20623/46302 [21:52:17<27:15:04,  3.82s/it]
 45%|████▍     | 20624/46302 [21:52:21<27:14:59,  3.82s/it]
 45%|████▍     | 20625/46302 [21:52:24<27:14:34,  3.82s/it]
 45%|████▍     | 20626/46302 [21:52:28<27:14:12,  3.82s/it]
 45%|████▍     | 20627/46302 [21:52:32<27:14:05,  3.82s/it]
 45%|████▍     | 20628/46302 [21:52:36<27:14:01,  3.82s/it]
 45%|████▍     | 20629/46302 [21:52:40<27:14:30,  3.82s/it]
 45%|████▍     | 20630/46302 [21:52:44<27:13:41,  3.82s/it]
 45%|████▍     | 20631/46302 [21:52:47<27:13:57,  3.82s/it]
 45%|████▍     | 20632/46302 [21:52:51<27:13:53,  3.82s/it]
 45%|████▍     | 20633/46302 [21:52:55<27:13:44,  3.82s/it]
 45%|████▍     | 20634/46302 [21:52:59<27:13:15,  3.82s/it]
 45%|████▍     | 20635/46302 [21:53:03<27:13:13,  3.82s/it]
 45%|████▍     | 20636/46302 [21:53:06<27:13:18,  3.82s/it]
 45%|████▍     | 20637/46302 [21:53:10<27:13:32,  3.82s/it]
 45%|████▍     | 20638/46302 [21:53:14<27:13:08,  3.82s/it]
 45%|████▍     | 20639/46302 [21:53:18<27:13:20,  3.82s/it]
 45%|████▍     | 20640/46302 [21:53:22<27:13:15,  3.82s/it]
 45%|████▍     | 20641/46302 [21:53:26<27:13:22,  3.82s/it]
 45%|████▍     | 20642/46302 [21:53:29<27:13:06,  3.82s/it]
 45%|████▍     | 20643/46302 [21:53:33<27:13:13,  3.82s/it]
 45%|████▍     | 20644/46302 [21:53:37<27:12:54,  3.82s/it]
 45%|████▍     | 20645/46302 [21:53:41<27:13:07,  3.82s/it]
 45%|████▍     | 20646/46302 [21:53:45<27:12:59,  3.82s/it]
 45%|████▍     | 20647/46302 [21:53:48<27:13:01,  3.82s/it]
 45%|████▍     | 20648/46302 [21:53:52<27:12:46,  3.82s/it]
 45%|████▍     | 20649/46302 [21:53:56<27:13:04,  3.82s/it]
 45%|████▍     | 20650/46302 [21:54:00<27:12:54,  3.82s/it]
 45%|████▍     | 20651/46302 [21:54:04<27:12:36,  3.82s/it]
 45%|████▍     | 20652/46302 [21:54:08<27:12:21,  3.82s/it]
 45%|████▍     | 20653/46302 [21:54:11<27:11:54,  3.82s/it]
 45%|████▍     | 20654/46302 [21:54:15<27:11:49,  3.82s/it]
 45%|████▍     | 20655/46302 [21:54:19<27:11:47,  3.82s/it]
 45%|████▍     | 20656/46302 [21:54:23<27:12:02,  3.82s/it]
 45%|████▍     | 20657/46302 [21:54:27<27:11:41,  3.82s/it]
 45%|████▍     | 20658/46302 [21:54:30<27:11:30,  3.82s/it]
 45%|████▍     | 20659/46302 [21:54:34<27:11:37,  3.82s/it]
 45%|████▍     | 20660/46302 [21:54:38<27:11:44,  3.82s/it]
 45%|████▍     | 20661/46302 [21:54:42<27:11:46,  3.82s/it]
 45%|████▍     | 20662/46302 [21:54:46<27:11:38,  3.82s/it]
 45%|████▍     | 20663/46302 [21:54:50<27:11:56,  3.82s/it]
 45%|████▍     | 20664/46302 [21:54:53<27:12:10,  3.82s/it]
 45%|████▍     | 20665/46302 [21:54:57<27:12:00,  3.82s/it]
 45%|████▍     | 20666/46302 [21:55:01<27:11:50,  3.82s/it]
 45%|████▍     | 20667/46302 [21:55:05<27:11:04,  3.82s/it]
 45%|████▍     | 20668/46302 [21:55:09<27:10:25,  3.82s/it]
 45%|████▍     | 20669/46302 [21:55:12<27:10:25,  3.82s/it]
 45%|████▍     | 20670/46302 [21:55:16<27:10:25,  3.82s/it]
 45%|████▍     | 20671/46302 [21:55:20<27:10:53,  3.82s/it]
 45%|████▍     | 20672/46302 [21:55:24<27:11:22,  3.82s/it]
 45%|████▍     | 20673/46302 [21:55:28<27:11:29,  3.82s/it]
 45%|████▍     | 20674/46302 [21:55:32<27:10:47,  3.82s/it]
 45%|████▍     | 20675/46302 [21:55:35<27:11:02,  3.82s/it]
 45%|████▍     | 20676/46302 [21:55:39<27:10:21,  3.82s/it]
 45%|████▍     | 20677/46302 [21:55:43<27:10:47,  3.82s/it]
 45%|████▍     | 20678/46302 [21:55:47<27:10:57,  3.82s/it]
 45%|████▍     | 20679/46302 [21:55:51<27:10:58,  3.82s/it]
 45%|████▍     | 20680/46302 [21:55:54<27:10:49,  3.82s/it]
 45%|████▍     | 20681/46302 [21:55:58<27:10:52,  3.82s/it]
 45%|████▍     | 20682/46302 [21:56:02<27:10:46,  3.82s/it]
 45%|████▍     | 20683/46302 [21:56:06<27:10:41,  3.82s/it]
 45%|████▍     | 20684/46302 [21:56:10<27:10:08,  3.82s/it]
 45%|████▍     | 20685/46302 [21:56:14<27:10:39,  3.82s/it]
 45%|████▍     | 20686/46302 [21:56:17<27:10:29,  3.82s/it]
 45%|████▍     | 20687/46302 [21:56:21<27:10:58,  3.82s/it]
 45%|████▍     | 20688/46302 [21:56:25<27:10:27,  3.82s/it]
 45%|████▍     | 20689/46302 [21:56:29<27:10:25,  3.82s/it]
 45%|████▍     | 20690/46302 [21:56:33<27:09:44,  3.82s/it]
 45%|████▍     | 20691/46302 [21:56:36<27:09:53,  3.82s/it]
 45%|████▍     | 20692/46302 [21:56:40<27:09:44,  3.82s/it]
 45%|████▍     | 20693/46302 [21:56:44<27:10:12,  3.82s/it]
 45%|████▍     | 20694/46302 [21:56:48<27:10:08,  3.82s/it]
 45%|████▍     | 20695/46302 [21:56:52<27:10:17,  3.82s/it]
 45%|████▍     | 20696/46302 [21:56:56<27:10:12,  3.82s/it]
 45%|████▍     | 20697/46302 [21:56:59<27:10:08,  3.82s/it]
 45%|████▍     | 20698/46302 [21:57:03<27:10:00,  3.82s/it]
 45%|████▍     | 20699/46302 [21:57:07<27:10:10,  3.82s/it]
 45%|████▍     | 20700/46302 [21:57:11<27:09:44,  3.82s/it]
 45%|████▍     | 20701/46302 [21:57:15<27:09:23,  3.82s/it]
 45%|████▍     | 20702/46302 [21:57:18<27:09:20,  3.82s/it]
 45%|████▍     | 20703/46302 [21:57:22<27:08:49,  3.82s/it]
 45%|████▍     | 20704/46302 [21:57:26<27:08:29,  3.82s/it]
 45%|████▍     | 20705/46302 [21:57:30<27:09:09,  3.82s/it]
 45%|████▍     | 20706/46302 [21:57:34<27:08:55,  3.82s/it]
 45%|████▍     | 20707/46302 [21:57:38<27:09:01,  3.82s/it]
 45%|████▍     | 20708/46302 [21:57:41<27:09:05,  3.82s/it]
 45%|████▍     | 20709/46302 [21:57:45<27:08:53,  3.82s/it]
 45%|████▍     | 20710/46302 [21:57:49<27:08:42,  3.82s/it]
 45%|████▍     | 20711/46302 [21:57:53<27:08:38,  3.82s/it]
 45%|████▍     | 20712/46302 [21:57:57<27:08:38,  3.82s/it]
 45%|████▍     | 20713/46302 [21:58:00<27:08:59,  3.82s/it]
 45%|████▍     | 20714/46302 [21:58:04<27:08:48,  3.82s/it]
 45%|████▍     | 20715/46302 [21:58:08<27:08:38,  3.82s/it]
 45%|████▍     | 20716/46302 [21:58:12<27:08:49,  3.82s/it]
 45%|████▍     | 20717/46302 [21:58:16<27:09:03,  3.82s/it]
 45%|████▍     | 20718/46302 [21:58:20<27:08:33,  3.82s/it]
 45%|████▍     | 20719/46302 [21:58:23<27:08:13,  3.82s/it]
 45%|████▍     | 20720/46302 [21:58:27<27:08:10,  3.82s/it]
 45%|████▍     | 20721/46302 [21:58:31<27:07:23,  3.82s/it]
 45%|████▍     | 20722/46302 [21:58:35<27:07:16,  3.82s/it]
 45%|████▍     | 20723/46302 [21:58:39<27:07:46,  3.82s/it]
 45%|████▍     | 20724/46302 [21:58:42<27:08:01,  3.82s/it]
 45%|████▍     | 20725/46302 [21:58:46<27:07:56,  3.82s/it]
 45%|████▍     | 20726/46302 [21:58:50<27:07:57,  3.82s/it]
 45%|████▍     | 20727/46302 [21:58:54<27:08:04,  3.82s/it]
 45%|████▍     | 20728/46302 [21:58:58<27:08:02,  3.82s/it]
 45%|████▍     | 20729/46302 [21:59:02<27:08:03,  3.82s/it]
 45%|████▍     | 20730/46302 [21:59:05<27:07:46,  3.82s/it]
 45%|████▍     | 20731/46302 [21:59:09<27:08:00,  3.82s/it]
 45%|████▍     | 20732/46302 [21:59:13<27:07:44,  3.82s/it]
 45%|████▍     | 20733/46302 [21:59:17<27:07:30,  3.82s/it]
 45%|████▍     | 20734/46302 [21:59:21<27:07:15,  3.82s/it]
 45%|████▍     | 20735/46302 [21:59:24<27:07:13,  3.82s/it]
 45%|████▍     | 20736/46302 [21:59:28<27:07:18,  3.82s/it]
 45%|████▍     | 20737/46302 [21:59:32<27:07:10,  3.82s/it]
 45%|████▍     | 20738/46302 [21:59:36<27:07:22,  3.82s/it]
 45%|████▍     | 20739/46302 [21:59:40<27:07:23,  3.82s/it]
 45%|████▍     | 20740/46302 [21:59:44<27:06:41,  3.82s/it]
 45%|████▍     | 20741/46302 [21:59:47<27:07:04,  3.82s/it]
 45%|████▍     | 20742/46302 [21:59:51<27:05:28,  3.82s/it]
 45%|████▍     | 20743/46302 [21:59:55<27:06:07,  3.82s/it]
 45%|████▍     | 20744/46302 [21:59:59<27:06:50,  3.82s/it]
 45%|████▍     | 20745/46302 [22:00:03<27:06:56,  3.82s/it]
 45%|████▍     | 20746/46302 [22:00:06<27:07:06,  3.82s/it]
 45%|████▍     | 20747/46302 [22:00:10<27:04:40,  3.81s/it]
 45%|████▍     | 20748/46302 [22:00:14<27:05:08,  3.82s/it]
 45%|████▍     | 20749/46302 [22:00:18<27:04:42,  3.81s/it]
 45%|████▍     | 20750/46302 [22:00:22<27:05:29,  3.82s/it]
 45%|████▍     | 20751/46302 [22:00:26<27:05:37,  3.82s/it]
 45%|████▍     | 20752/46302 [22:00:29<27:05:39,  3.82s/it]
 45%|████▍     | 20753/46302 [22:00:33<27:05:59,  3.82s/it]
 45%|████▍     | 20754/46302 [22:00:37<27:06:29,  3.82s/it]
 45%|████▍     | 20755/46302 [22:00:41<27:05:42,  3.82s/it]
 45%|████▍     | 20756/46302 [22:00:45<27:05:27,  3.82s/it]
 45%|████▍     | 20757/46302 [22:00:48<27:05:53,  3.82s/it]
 45%|████▍     | 20758/46302 [22:00:52<27:05:53,  3.82s/it]
 45%|████▍     | 20759/46302 [22:00:56<27:06:07,  3.82s/it]
 45%|████▍     | 20760/46302 [22:01:00<27:06:08,  3.82s/it]
 45%|████▍     | 20761/46302 [22:01:04<27:06:04,  3.82s/it]
 45%|████▍     | 20762/46302 [22:01:08<27:06:27,  3.82s/it]
 45%|████▍     | 20763/46302 [22:01:11<27:06:18,  3.82s/it]
 45%|████▍     | 20764/46302 [22:01:15<27:06:11,  3.82s/it]
 45%|████▍     | 20765/46302 [22:01:19<27:05:33,  3.82s/it]
 45%|████▍     | 20766/46302 [22:01:23<27:05:18,  3.82s/it]
 45%|████▍     | 20767/46302 [22:01:27<27:03:25,  3.81s/it]
 45%|████▍     | 20768/46302 [22:01:30<27:04:35,  3.82s/it]
 45%|████▍     | 20769/46302 [22:01:34<27:03:30,  3.82s/it]
 45%|████▍     | 20770/46302 [22:01:38<27:03:11,  3.81s/it]
 45%|████▍     | 20771/46302 [22:01:42<27:01:36,  3.81s/it]
 45%|████▍     | 20772/46302 [22:01:46<27:02:19,  3.81s/it]
 45%|████▍     | 20773/46302 [22:01:50<27:02:51,  3.81s/it]
 45%|████▍     | 20774/46302 [22:01:53<27:03:53,  3.82s/it]
 45%|████▍     | 20775/46302 [22:01:57<27:03:59,  3.82s/it]
 45%|████▍     | 20776/46302 [22:02:01<27:04:20,  3.82s/it]
 45%|████▍     | 20777/46302 [22:02:05<27:04:12,  3.82s/it]
 45%|████▍     | 20778/46302 [22:02:09<27:03:49,  3.82s/it]
 45%|████▍     | 20779/46302 [22:02:12<27:04:41,  3.82s/it]
 45%|████▍     | 20780/46302 [22:02:16<27:04:38,  3.82s/it]
 45%|████▍     | 20781/46302 [22:02:20<27:04:46,  3.82s/it]
 45%|████▍     | 20782/46302 [22:02:24<27:04:19,  3.82s/it]
 45%|████▍     | 20783/46302 [22:02:28<27:03:47,  3.82s/it]
 45%|████▍     | 20784/46302 [22:02:32<27:03:30,  3.82s/it]
 45%|████▍     | 20785/46302 [22:02:35<27:02:37,  3.82s/it]
 45%|████▍     | 20786/46302 [22:02:39<27:03:33,  3.82s/it]
 45%|████▍     | 20787/46302 [22:02:43<27:03:16,  3.82s/it]
 45%|████▍     | 20788/46302 [22:02:47<27:03:07,  3.82s/it]
 45%|████▍     | 20789/46302 [22:02:51<27:03:19,  3.82s/it]
 45%|████▍     | 20790/46302 [22:02:54<27:03:11,  3.82s/it]
 45%|████▍     | 20791/46302 [22:02:58<27:02:45,  3.82s/it]
 45%|████▍     | 20792/46302 [22:03:02<27:02:33,  3.82s/it]
 45%|████▍     | 20793/46302 [22:03:06<27:03:11,  3.82s/it]
 45%|████▍     | 20794/46302 [22:03:10<27:04:01,  3.82s/it]
 45%|████▍     | 20795/46302 [22:03:14<27:03:57,  3.82s/it]
 45%|████▍     | 20796/46302 [22:03:17<27:04:23,  3.82s/it]
 45%|████▍     | 20797/46302 [22:03:21<27:04:10,  3.82s/it]
 45%|████▍     | 20798/46302 [22:03:25<27:04:01,  3.82s/it]
 45%|████▍     | 20799/46302 [22:03:29<27:04:16,  3.82s/it]
 45%|████▍     | 20800/46302 [22:03:33<27:04:25,  3.82s/it]
 45%|████▍     | 20801/46302 [22:03:36<27:04:15,  3.82s/it]
 45%|████▍     | 20802/46302 [22:03:40<27:04:16,  3.82s/it]
 45%|████▍     | 20803/46302 [22:03:44<27:04:01,  3.82s/it]
 45%|████▍     | 20804/46302 [22:03:48<27:03:47,  3.82s/it]
 45%|████▍     | 20805/46302 [22:03:52<27:03:39,  3.82s/it]
 45%|████▍     | 20806/46302 [22:03:56<27:03:19,  3.82s/it]
 45%|████▍     | 20807/46302 [22:03:59<27:03:11,  3.82s/it]
 45%|████▍     | 20808/46302 [22:04:03<27:02:54,  3.82s/it]
 45%|████▍     | 20809/46302 [22:04:07<27:02:41,  3.82s/it]
 45%|████▍     | 20810/46302 [22:04:11<27:00:59,  3.82s/it]
 45%|████▍     | 20811/46302 [22:04:15<27:01:14,  3.82s/it]
 45%|████▍     | 20812/46302 [22:04:18<27:01:36,  3.82s/it]
 45%|████▍     | 20813/46302 [22:04:22<27:02:06,  3.82s/it]
 45%|████▍     | 20814/46302 [22:04:26<27:01:53,  3.82s/it]
 45%|████▍     | 20815/46302 [22:04:30<27:02:18,  3.82s/it]
 45%|████▍     | 20816/46302 [22:04:34<27:02:24,  3.82s/it]
 45%|████▍     | 20817/46302 [22:04:38<27:02:33,  3.82s/it]
 45%|████▍     | 20818/46302 [22:04:41<27:02:12,  3.82s/it]
 45%|████▍     | 20819/46302 [22:04:45<27:01:38,  3.82s/it]
 45%|████▍     | 20820/46302 [22:04:49<27:01:55,  3.82s/it]
 45%|████▍     | 20821/46302 [22:04:53<27:01:21,  3.82s/it]
 45%|████▍     | 20822/46302 [22:04:57<27:01:59,  3.82s/it]
 45%|████▍     | 20823/46302 [22:05:01<27:02:17,  3.82s/it]
 45%|████▍     | 20824/46302 [22:05:04<27:02:33,  3.82s/it]
 45%|████▍     | 20825/46302 [22:05:08<27:02:14,  3.82s/it]
 45%|████▍     | 20826/46302 [22:05:12<27:02:32,  3.82s/it]
 45%|████▍     | 20827/46302 [22:05:16<27:02:36,  3.82s/it]
 45%|████▍     | 20828/46302 [22:05:20<27:02:27,  3.82s/it]
 45%|████▍     | 20829/46302 [22:05:23<27:02:20,  3.82s/it]
 45%|████▍     | 20830/46302 [22:05:27<27:02:20,  3.82s/it]
 45%|████▍     | 20831/46302 [22:05:31<27:02:02,  3.82s/it]
 45%|████▍     | 20832/46302 [22:05:35<27:02:06,  3.82s/it]
 45%|████▍     | 20833/46302 [22:05:39<27:01:25,  3.82s/it]
 45%|████▍     | 20834/46302 [22:05:43<27:01:16,  3.82s/it]
 45%|████▍     | 20835/46302 [22:05:46<27:01:28,  3.82s/it]
 45%|████▌     | 20836/46302 [22:05:50<27:01:15,  3.82s/it]
 45%|████▌     | 20837/46302 [22:05:54<27:01:21,  3.82s/it]
 45%|████▌     | 20838/46302 [22:05:58<26:59:45,  3.82s/it]
 45%|████▌     | 20839/46302 [22:06:02<26:59:55,  3.82s/it]
 45%|████▌     | 20840/46302 [22:06:05<27:00:22,  3.82s/it]
 45%|████▌     | 20841/46302 [22:06:09<26:58:01,  3.81s/it]
 45%|████▌     | 20842/46302 [22:06:13<26:57:53,  3.81s/it]
 45%|████▌     | 20843/46302 [22:06:17<26:59:08,  3.82s/it]
 45%|████▌     | 20844/46302 [22:06:21<26:59:10,  3.82s/it]
 45%|████▌     | 20845/46302 [22:06:25<27:00:04,  3.82s/it]
 45%|████▌     | 20846/46302 [22:06:28<26:59:29,  3.82s/it]
 45%|████▌     | 20847/46302 [22:06:32<26:59:46,  3.82s/it]
 45%|████▌     | 20848/46302 [22:06:36<27:00:01,  3.82s/it]
 45%|████▌     | 20849/46302 [22:06:40<26:59:52,  3.82s/it]
 45%|████▌     | 20850/46302 [22:06:44<27:00:07,  3.82s/it]
 45%|████▌     | 20851/46302 [22:06:47<27:00:23,  3.82s/it]
 45%|████▌     | 20852/46302 [22:06:51<27:00:11,  3.82s/it]
 45%|████▌     | 20853/46302 [22:06:55<27:00:28,  3.82s/it]
 45%|████▌     | 20854/46302 [22:06:59<27:00:10,  3.82s/it]
 45%|████▌     | 20855/46302 [22:07:03<27:00:12,  3.82s/it]
 45%|████▌     | 20856/46302 [22:07:07<26:59:48,  3.82s/it]
 45%|████▌     | 20857/46302 [22:07:10<27:00:03,  3.82s/it]
 45%|████▌     | 20858/46302 [22:07:14<27:00:05,  3.82s/it]
 45%|████▌     | 20859/46302 [22:07:18<26:59:55,  3.82s/it]
 45%|████▌     | 20860/46302 [22:07:22<27:00:24,  3.82s/it]
 45%|████▌     | 20861/46302 [22:07:26<27:00:02,  3.82s/it]
 45%|████▌     | 20862/46302 [22:07:29<26:59:36,  3.82s/it]
 45%|████▌     | 20863/46302 [22:07:33<26:59:49,  3.82s/it]
 45%|████▌     | 20864/46302 [22:07:37<26:59:51,  3.82s/it]
 45%|████▌     | 20865/46302 [22:07:41<26:59:54,  3.82s/it]
 45%|████▌     | 20866/46302 [22:07:45<26:59:34,  3.82s/it]
 45%|████▌     | 20867/46302 [22:07:49<27:00:09,  3.82s/it]
 45%|████▌     | 20868/46302 [22:07:52<27:00:20,  3.82s/it]
 45%|████▌     | 20869/46302 [22:07:56<27:00:05,  3.82s/it]
 45%|████▌     | 20870/46302 [22:08:00<26:59:17,  3.82s/it]
 45%|████▌     | 20871/46302 [22:08:04<26:59:21,  3.82s/it]
 45%|████▌     | 20872/46302 [22:08:08<26:59:00,  3.82s/it]
 45%|████▌     | 20873/46302 [22:08:11<26:59:21,  3.82s/it]
 45%|████▌     | 20874/46302 [22:08:15<26:59:38,  3.82s/it]
 45%|████▌     | 20875/46302 [22:08:19<26:59:35,  3.82s/it]
 45%|████▌     | 20876/46302 [22:08:23<26:59:11,  3.82s/it]
 45%|████▌     | 20877/46302 [22:08:27<26:58:59,  3.82s/it]
 45%|████▌     | 20878/46302 [22:08:31<26:58:37,  3.82s/it]
 45%|████▌     | 20879/46302 [22:08:34<26:58:32,  3.82s/it]
 45%|████▌     | 20880/46302 [22:08:38<26:58:09,  3.82s/it]
 45%|████▌     | 20881/46302 [22:08:42<26:58:07,  3.82s/it]
 45%|████▌     | 20882/46302 [22:08:46<26:57:55,  3.82s/it]
 45%|████▌     | 20883/46302 [22:08:50<26:57:59,  3.82s/it]
 45%|████▌     | 20884/46302 [22:08:54<26:57:49,  3.82s/it]
 45%|████▌     | 20885/46302 [22:08:57<26:57:37,  3.82s/it]
 45%|████▌     | 20886/46302 [22:09:01<26:57:32,  3.82s/it]
 45%|████▌     | 20887/46302 [22:09:05<26:57:32,  3.82s/it]
 45%|████▌     | 20888/46302 [22:09:09<26:57:13,  3.82s/it]
 45%|████▌     | 20889/46302 [22:09:13<26:57:22,  3.82s/it]
 45%|████▌     | 20890/46302 [22:09:16<26:57:44,  3.82s/it]
 45%|████▌     | 20891/46302 [22:09:20<26:57:30,  3.82s/it]
 45%|████▌     | 20892/46302 [22:09:24<26:57:33,  3.82s/it]
 45%|████▌     | 20893/46302 [22:09:28<26:57:22,  3.82s/it]
 45%|████▌     | 20894/46302 [22:09:32<26:57:27,  3.82s/it]
 45%|████▌     | 20895/46302 [22:09:36<26:57:38,  3.82s/it]
 45%|████▌     | 20896/46302 [22:09:39<26:57:34,  3.82s/it]
 45%|████▌     | 20897/46302 [22:09:43<26:57:41,  3.82s/it]
 45%|████▌     | 20898/46302 [22:09:47<26:57:16,  3.82s/it]
 45%|████▌     | 20899/46302 [22:09:51<26:57:20,  3.82s/it]
 45%|████▌     | 20900/46302 [22:09:55<26:56:59,  3.82s/it]
 45%|████▌     | 20901/46302 [22:09:58<26:57:07,  3.82s/it]
 45%|████▌     | 20902/46302 [22:10:02<26:56:57,  3.82s/it]
 45%|████▌     | 20903/46302 [22:10:06<26:57:05,  3.82s/it]
 45%|████▌     | 20904/46302 [22:10:10<26:57:00,  3.82s/it]
 45%|████▌     | 20905/46302 [22:10:14<26:56:38,  3.82s/it]
 45%|████▌     | 20906/46302 [22:10:18<26:56:37,  3.82s/it]
 45%|████▌     | 20907/46302 [22:10:21<26:56:29,  3.82s/it]
 45%|████▌     | 20908/46302 [22:10:25<26:56:09,  3.82s/it]
 45%|████▌     | 20909/46302 [22:10:29<26:56:24,  3.82s/it]
 45%|████▌     | 20910/46302 [22:10:33<26:56:07,  3.82s/it]
 45%|████▌     | 20911/46302 [22:10:37<26:56:21,  3.82s/it]
 45%|████▌     | 20912/46302 [22:10:40<26:56:09,  3.82s/it]
 45%|████▌     | 20913/46302 [22:10:44<26:55:25,  3.82s/it]
 45%|████▌     | 20914/46302 [22:10:48<26:55:10,  3.82s/it]
 45%|████▌     | 20915/46302 [22:10:52<26:55:12,  3.82s/it]
 45%|████▌     | 20916/46302 [22:10:56<26:55:00,  3.82s/it]
 45%|████▌     | 20917/46302 [22:11:00<26:55:15,  3.82s/it]
 45%|████▌     | 20918/46302 [22:11:03<26:55:01,  3.82s/it]
 45%|████▌     | 20919/46302 [22:11:07<26:54:39,  3.82s/it]
 45%|████▌     | 20920/46302 [22:11:11<26:54:09,  3.82s/it]
 45%|████▌     | 20921/46302 [22:11:15<26:54:36,  3.82s/it]
 45%|████▌     | 20922/46302 [22:11:19<26:54:44,  3.82s/it]
 45%|████▌     | 20923/46302 [22:11:22<26:54:31,  3.82s/it]
 45%|████▌     | 20924/46302 [22:11:26<26:54:18,  3.82s/it]
 45%|████▌     | 20925/46302 [22:11:30<26:54:08,  3.82s/it]
 45%|████▌     | 20926/46302 [22:11:34<26:53:57,  3.82s/it]
 45%|████▌     | 20927/46302 [22:11:38<26:53:56,  3.82s/it]
 45%|████▌     | 20928/46302 [22:11:42<26:54:19,  3.82s/it]
 45%|████▌     | 20929/46302 [22:11:45<26:54:10,  3.82s/it]
 45%|████▌     | 20930/46302 [22:11:49<26:54:49,  3.82s/it]
 45%|████▌     | 20931/46302 [22:11:53<26:55:03,  3.82s/it]
 45%|████▌     | 20932/46302 [22:11:57<26:54:38,  3.82s/it]
 45%|████▌     | 20933/46302 [22:12:01<26:54:24,  3.82s/it]
 45%|████▌     | 20934/46302 [22:12:04<26:53:57,  3.82s/it]
 45%|████▌     | 20935/46302 [22:12:08<26:53:51,  3.82s/it]
 45%|████▌     | 20936/46302 [22:12:12<26:53:53,  3.82s/it]
 45%|████▌     | 20937/46302 [22:12:16<26:53:49,  3.82s/it]
 45%|████▌     | 20938/46302 [22:12:20<26:53:54,  3.82s/it]
 45%|████▌     | 20939/46302 [22:12:24<26:53:55,  3.82s/it]
 45%|████▌     | 20940/46302 [22:12:27<26:53:47,  3.82s/it]
 45%|████▌     | 20941/46302 [22:12:31<26:53:31,  3.82s/it]
 45%|████▌     | 20942/46302 [22:12:35<26:53:36,  3.82s/it]
 45%|████▌     | 20943/46302 [22:12:39<26:53:23,  3.82s/it]
 45%|████▌     | 20944/46302 [22:12:43<26:53:06,  3.82s/it]
 45%|████▌     | 20945/46302 [22:12:46<26:53:21,  3.82s/it]
 45%|████▌     | 20946/46302 [22:12:50<26:53:46,  3.82s/it]
 45%|████▌     | 20947/46302 [22:12:54<26:54:12,  3.82s/it]
 45%|████▌     | 20948/46302 [22:12:58<26:54:16,  3.82s/it]
 45%|████▌     | 20949/46302 [22:13:02<26:53:56,  3.82s/it]
 45%|████▌     | 20950/46302 [22:13:06<26:54:04,  3.82s/it]
 45%|████▌     | 20951/46302 [22:13:09<26:53:45,  3.82s/it]
 45%|████▌     | 20952/46302 [22:13:13<26:54:07,  3.82s/it]
 45%|████▌     | 20953/46302 [22:13:17<26:54:04,  3.82s/it]
 45%|████▌     | 20954/46302 [22:13:21<26:54:18,  3.82s/it]
 45%|████▌     | 20955/46302 [22:13:25<26:53:50,  3.82s/it]
 45%|████▌     | 20956/46302 [22:13:28<26:53:39,  3.82s/it]
 45%|████▌     | 20957/46302 [22:13:32<26:53:40,  3.82s/it]
 45%|████▌     | 20958/46302 [22:13:36<26:52:44,  3.82s/it]
 45%|████▌     | 20959/46302 [22:13:40<26:52:56,  3.82s/it]
 45%|████▌     | 20960/46302 [22:13:44<26:52:37,  3.82s/it]
 45%|████▌     | 20961/46302 [22:13:48<26:52:41,  3.82s/it]
 45%|████▌     | 20962/46302 [22:13:51<26:52:42,  3.82s/it]
 45%|████▌     | 20963/46302 [22:13:55<26:53:00,  3.82s/it]
 45%|████▌     | 20964/46302 [22:13:59<26:53:23,  3.82s/it]
 45%|████▌     | 20965/46302 [22:14:03<26:53:37,  3.82s/it]
 45%|████▌     | 20966/46302 [22:14:07<26:53:11,  3.82s/it]
 45%|████▌     | 20967/46302 [22:14:10<26:52:52,  3.82s/it]
 45%|████▌     | 20968/46302 [22:14:14<26:52:28,  3.82s/it]
 45%|████▌     | 20969/46302 [22:14:18<26:52:10,  3.82s/it]
 45%|████▌     | 20970/46302 [22:14:22<26:51:42,  3.82s/it]
 45%|████▌     | 20971/46302 [22:14:26<26:52:07,  3.82s/it]
 45%|████▌     | 20972/46302 [22:14:30<26:52:01,  3.82s/it]
 45%|████▌     | 20973/46302 [22:14:33<26:52:07,  3.82s/it]
 45%|████▌     | 20974/46302 [22:14:37<26:52:09,  3.82s/it]
 45%|████▌     | 20975/46302 [22:14:41<26:51:53,  3.82s/it]
 45%|████▌     | 20976/46302 [22:14:45<26:51:29,  3.82s/it]
 45%|████▌     | 20977/46302 [22:14:49<26:50:58,  3.82s/it]
 45%|████▌     | 20978/46302 [22:14:52<26:51:07,  3.82s/it]
 45%|████▌     | 20979/46302 [22:14:56<26:51:11,  3.82s/it]
 45%|████▌     | 20980/46302 [22:15:00<26:51:21,  3.82s/it]
 45%|████▌     | 20981/46302 [22:15:04<26:51:04,  3.82s/it]
 45%|████▌     | 20982/46302 [22:15:08<26:51:05,  3.82s/it]
 45%|████▌     | 20983/46302 [22:15:12<26:51:16,  3.82s/it]
 45%|████▌     | 20984/46302 [22:15:15<26:51:37,  3.82s/it]
 45%|████▌     | 20985/46302 [22:15:19<26:51:44,  3.82s/it]
 45%|████▌     | 20986/46302 [22:15:23<26:51:51,  3.82s/it]
 45%|████▌     | 20987/46302 [22:15:27<26:51:31,  3.82s/it]
 45%|████▌     | 20988/46302 [22:15:31<26:50:50,  3.82s/it]
 45%|████▌     | 20989/46302 [22:15:34<26:50:45,  3.82s/it]
 45%|████▌     | 20990/46302 [22:15:38<26:50:24,  3.82s/it]
 45%|████▌     | 20991/46302 [22:15:42<26:50:31,  3.82s/it]
 45%|████▌     | 20992/46302 [22:15:46<26:50:18,  3.82s/it]
 45%|████▌     | 20993/46302 [22:15:50<26:50:34,  3.82s/it]
 45%|████▌     | 20994/46302 [22:15:54<26:50:03,  3.82s/it]
 45%|████▌     | 20995/46302 [22:15:57<26:50:18,  3.82s/it]
 45%|████▌     | 20996/46302 [22:16:01<26:50:30,  3.82s/it]
 45%|████▌     | 20997/46302 [22:16:05<26:50:00,  3.82s/it]
 45%|████▌     | 20998/46302 [22:16:09<26:50:22,  3.82s/it]
 45%|████▌     | 20999/46302 [22:16:13<26:50:29,  3.82s/it]
 45%|████▌     | 21000/46302 [22:16:16<26:50:30,  3.82s/it]
                                                           
{'loss': 3.2682, 'learning_rate': 0.00279259193854576, 'epoch': 0.45}

 45%|████▌     | 21000/46302 [22:16:16<26:50:30,  3.82s/it]
 45%|████▌     | 21001/46302 [22:16:20<26:51:00,  3.82s/it]
 45%|████▌     | 21002/46302 [22:16:24<26:50:49,  3.82s/it]
 45%|████▌     | 21003/46302 [22:16:28<26:50:24,  3.82s/it]
 45%|████▌     | 21004/46302 [22:16:32<26:50:25,  3.82s/it]
 45%|████▌     | 21005/46302 [22:16:36<26:50:32,  3.82s/it]
 45%|████▌     | 21006/46302 [22:16:39<26:50:49,  3.82s/it]
 45%|████▌     | 21007/46302 [22:16:43<26:50:45,  3.82s/it]
 45%|████▌     | 21008/46302 [22:16:47<26:50:12,  3.82s/it]
 45%|████▌     | 21009/46302 [22:16:51<26:49:30,  3.82s/it]
 45%|████▌     | 21010/46302 [22:16:55<26:49:32,  3.82s/it]
 45%|████▌     | 21011/46302 [22:16:58<26:49:03,  3.82s/it]
 45%|████▌     | 21012/46302 [22:17:02<26:49:10,  3.82s/it]
 45%|████▌     | 21013/46302 [22:17:06<26:49:29,  3.82s/it]
 45%|████▌     | 21014/46302 [22:17:10<26:49:17,  3.82s/it]
 45%|████▌     | 21015/46302 [22:17:14<26:49:35,  3.82s/it]
 45%|████▌     | 21016/46302 [22:17:18<26:49:15,  3.82s/it]
 45%|████▌     | 21017/46302 [22:17:21<26:48:49,  3.82s/it]
 45%|████▌     | 21018/46302 [22:17:25<26:49:01,  3.82s/it]
 45%|████▌     | 21019/46302 [22:17:29<26:48:57,  3.82s/it]
 45%|████▌     | 21020/46302 [22:17:33<26:48:49,  3.82s/it]
 45%|████▌     | 21021/46302 [22:17:37<26:49:08,  3.82s/it]
 45%|████▌     | 21022/46302 [22:17:40<26:49:03,  3.82s/it]
 45%|████▌     | 21023/46302 [22:17:44<26:48:50,  3.82s/it]
 45%|████▌     | 21024/46302 [22:17:48<26:48:03,  3.82s/it]
 45%|████▌     | 21025/46302 [22:17:52<26:47:54,  3.82s/it]
 45%|████▌     | 21026/46302 [22:17:56<26:47:38,  3.82s/it]
 45%|████▌     | 21027/46302 [22:18:00<26:47:13,  3.82s/it]
 45%|████▌     | 21028/46302 [22:18:03<26:47:18,  3.82s/it]
 45%|████▌     | 21029/46302 [22:18:07<26:46:57,  3.82s/it]
 45%|████▌     | 21030/46302 [22:18:11<26:47:03,  3.82s/it]
 45%|████▌     | 21031/46302 [22:18:15<26:47:40,  3.82s/it]
 45%|████▌     | 21032/46302 [22:18:19<26:47:44,  3.82s/it]
 45%|████▌     | 21033/46302 [22:18:22<26:47:44,  3.82s/it]
 45%|████▌     | 21034/46302 [22:18:26<26:47:23,  3.82s/it]
 45%|████▌     | 21035/46302 [22:18:30<26:47:26,  3.82s/it]
 45%|████▌     | 21036/46302 [22:18:34<26:47:03,  3.82s/it]
 45%|████▌     | 21037/46302 [22:18:38<26:46:39,  3.82s/it]
 45%|████▌     | 21038/46302 [22:18:42<26:46:39,  3.82s/it]
 45%|████▌     | 21039/46302 [22:18:45<26:46:45,  3.82s/it]
 45%|████▌     | 21040/46302 [22:18:49<26:46:45,  3.82s/it]
 45%|████▌     | 21041/46302 [22:18:53<26:46:36,  3.82s/it]
 45%|████▌     | 21042/46302 [22:18:57<26:46:15,  3.82s/it]
 45%|████▌     | 21043/46302 [22:19:01<26:46:25,  3.82s/it]
 45%|████▌     | 21044/46302 [22:19:04<26:46:52,  3.82s/it]
 45%|████▌     | 21045/46302 [22:19:08<26:47:06,  3.82s/it]
 45%|████▌     | 21046/46302 [22:19:12<26:47:22,  3.82s/it]
 45%|████▌     | 21047/46302 [22:19:16<26:47:26,  3.82s/it]
 45%|████▌     | 21048/46302 [22:19:20<26:47:23,  3.82s/it]
 45%|████▌     | 21049/46302 [22:19:24<26:46:49,  3.82s/it]
 45%|████▌     | 21050/46302 [22:19:27<26:47:13,  3.82s/it]
 45%|████▌     | 21051/46302 [22:19:31<26:46:38,  3.82s/it]
 45%|████▌     | 21052/46302 [22:19:35<26:46:43,  3.82s/it]
 45%|████▌     | 21053/46302 [22:19:39<26:47:06,  3.82s/it]
 45%|████▌     | 21054/46302 [22:19:43<26:47:24,  3.82s/it]
 45%|████▌     | 21055/46302 [22:19:46<26:47:26,  3.82s/it]
 45%|████▌     | 21056/46302 [22:19:50<26:47:42,  3.82s/it]
 45%|████▌     | 21057/46302 [22:19:54<26:46:55,  3.82s/it]
 45%|████▌     | 21058/46302 [22:19:58<26:47:15,  3.82s/it]
 45%|████▌     | 21059/46302 [22:20:02<26:47:18,  3.82s/it]
 45%|████▌     | 21060/46302 [22:20:06<26:46:56,  3.82s/it]
 45%|████▌     | 21061/46302 [22:20:09<26:46:43,  3.82s/it]
 45%|████▌     | 21062/46302 [22:20:13<26:46:40,  3.82s/it]
 45%|████▌     | 21063/46302 [22:20:17<26:46:38,  3.82s/it]
 45%|████▌     | 21064/46302 [22:20:21<26:46:50,  3.82s/it]
 45%|████▌     | 21065/46302 [22:20:25<26:46:25,  3.82s/it]
 45%|████▌     | 21066/46302 [22:20:28<26:46:33,  3.82s/it]
 45%|████▌     | 21067/46302 [22:20:32<26:46:47,  3.82s/it]
 46%|████▌     | 21068/46302 [22:20:36<26:46:28,  3.82s/it]
 46%|████▌     | 21069/46302 [22:20:40<26:46:20,  3.82s/it]
 46%|████▌     | 21070/46302 [22:20:44<26:46:14,  3.82s/it]
 46%|████▌     | 21071/46302 [22:20:48<26:46:07,  3.82s/it]
 46%|████▌     | 21072/46302 [22:20:51<26:46:12,  3.82s/it]
 46%|████▌     | 21073/46302 [22:20:55<26:46:11,  3.82s/it]
 46%|████▌     | 21074/46302 [22:20:59<26:45:41,  3.82s/it]
 46%|████▌     | 21075/46302 [22:21:03<26:46:13,  3.82s/it]
 46%|████▌     | 21076/46302 [22:21:07<26:45:59,  3.82s/it]
 46%|████▌     | 21077/46302 [22:21:10<26:45:24,  3.82s/it]
 46%|████▌     | 21078/46302 [22:21:14<26:45:10,  3.82s/it]
 46%|████▌     | 21079/46302 [22:21:18<26:45:39,  3.82s/it]
 46%|████▌     | 21080/46302 [22:21:22<26:45:32,  3.82s/it]
 46%|████▌     | 21081/46302 [22:21:26<26:45:21,  3.82s/it]
 46%|████▌     | 21082/46302 [22:21:30<26:45:20,  3.82s/it]
 46%|████▌     | 21083/46302 [22:21:33<26:45:10,  3.82s/it]
 46%|████▌     | 21084/46302 [22:21:37<26:45:02,  3.82s/it]
 46%|████▌     | 21085/46302 [22:21:41<26:44:57,  3.82s/it]
 46%|████▌     | 21086/46302 [22:21:45<26:44:39,  3.82s/it]
 46%|████▌     | 21087/46302 [22:21:49<26:44:08,  3.82s/it]
 46%|████▌     | 21088/46302 [22:21:52<26:44:19,  3.82s/it]
 46%|████▌     | 21089/46302 [22:21:56<26:44:50,  3.82s/it]
 46%|████▌     | 21090/46302 [22:22:00<26:45:04,  3.82s/it]
 46%|████▌     | 21091/46302 [22:22:04<26:44:55,  3.82s/it]
 46%|████▌     | 21092/46302 [22:22:08<26:43:42,  3.82s/it]
 46%|████▌     | 21093/46302 [22:22:12<26:43:33,  3.82s/it]
 46%|████▌     | 21094/46302 [22:22:15<26:44:02,  3.82s/it]
 46%|████▌     | 21095/46302 [22:22:19<26:43:56,  3.82s/it]
 46%|████▌     | 21096/46302 [22:22:23<26:44:01,  3.82s/it]
 46%|████▌     | 21097/46302 [22:22:27<26:44:19,  3.82s/it]
 46%|████▌     | 21098/46302 [22:22:31<26:43:46,  3.82s/it]
 46%|████▌     | 21099/46302 [22:22:34<26:44:08,  3.82s/it]
 46%|████▌     | 21100/46302 [22:22:38<26:43:48,  3.82s/it]
 46%|████▌     | 21101/46302 [22:22:42<26:44:01,  3.82s/it]
 46%|████▌     | 21102/46302 [22:22:46<26:43:31,  3.82s/it]
 46%|████▌     | 21103/46302 [22:22:50<26:42:59,  3.82s/it]
 46%|████▌     | 21104/46302 [22:22:54<26:43:28,  3.82s/it]
 46%|████▌     | 21105/46302 [22:22:57<26:43:26,  3.82s/it]
 46%|████▌     | 21106/46302 [22:23:01<26:43:55,  3.82s/it]
 46%|████▌     | 21107/46302 [22:23:05<26:43:42,  3.82s/it]
 46%|████▌     | 21108/46302 [22:23:09<26:43:26,  3.82s/it]
 46%|████▌     | 21109/46302 [22:23:13<26:42:40,  3.82s/it]
 46%|████▌     | 21110/46302 [22:23:16<26:42:41,  3.82s/it]
 46%|████▌     | 21111/46302 [22:23:20<26:42:16,  3.82s/it]
 46%|████▌     | 21112/46302 [22:23:24<26:42:19,  3.82s/it]
 46%|████▌     | 21113/46302 [22:23:28<26:42:41,  3.82s/it]
 46%|████▌     | 21114/46302 [22:23:32<26:42:31,  3.82s/it]
 46%|████▌     | 21115/46302 [22:23:36<26:42:01,  3.82s/it]
 46%|████▌     | 21116/46302 [22:23:39<26:42:07,  3.82s/it]
 46%|████▌     | 21117/46302 [22:23:43<26:42:00,  3.82s/it]
 46%|████▌     | 21118/46302 [22:23:47<26:42:07,  3.82s/it]
 46%|████▌     | 21119/46302 [22:23:51<26:41:55,  3.82s/it]
 46%|████▌     | 21120/46302 [22:23:55<26:42:26,  3.82s/it]
 46%|████▌     | 21121/46302 [22:23:58<26:42:08,  3.82s/it]
 46%|████▌     | 21122/46302 [22:24:02<26:42:11,  3.82s/it]
 46%|████▌     | 21123/46302 [22:24:06<26:42:24,  3.82s/it]
 46%|████▌     | 21124/46302 [22:24:10<26:42:36,  3.82s/it]
 46%|████▌     | 21125/46302 [22:24:14<26:42:38,  3.82s/it]
 46%|████▌     | 21126/46302 [22:24:18<26:42:29,  3.82s/it]
 46%|████▌     | 21127/46302 [22:24:21<26:42:43,  3.82s/it]
 46%|████▌     | 21128/46302 [22:24:25<26:42:33,  3.82s/it]
 46%|████▌     | 21129/46302 [22:24:29<26:42:20,  3.82s/it]
 46%|████▌     | 21130/46302 [22:24:33<26:42:40,  3.82s/it]
 46%|████▌     | 21131/46302 [22:24:37<26:42:40,  3.82s/it]
 46%|████▌     | 21132/46302 [22:24:40<26:42:53,  3.82s/it]
 46%|████▌     | 21133/46302 [22:24:44<26:42:34,  3.82s/it]
 46%|████▌     | 21134/46302 [22:24:48<26:42:19,  3.82s/it]
 46%|████▌     | 21135/46302 [22:24:52<26:42:07,  3.82s/it]
 46%|████▌     | 21136/46302 [22:24:56<26:41:55,  3.82s/it]
 46%|████▌     | 21137/46302 [22:25:00<26:41:55,  3.82s/it]
 46%|████▌     | 21138/46302 [22:25:03<26:41:43,  3.82s/it]
 46%|████▌     | 21139/46302 [22:25:07<26:41:37,  3.82s/it]
 46%|████▌     | 21140/46302 [22:25:11<26:41:25,  3.82s/it]
 46%|████▌     | 21141/46302 [22:25:15<26:41:14,  3.82s/it]
 46%|████▌     | 21142/46302 [22:25:19<26:40:54,  3.82s/it]
 46%|████▌     | 21143/46302 [22:25:22<26:40:33,  3.82s/it]
 46%|████▌     | 21144/46302 [22:25:26<26:40:32,  3.82s/it]
 46%|████▌     | 21145/46302 [22:25:30<26:40:04,  3.82s/it]
 46%|████▌     | 21146/46302 [22:25:34<26:40:18,  3.82s/it]
 46%|████▌     | 21147/46302 [22:25:38<26:40:32,  3.82s/it]
 46%|████▌     | 21148/46302 [22:25:42<26:40:10,  3.82s/it]
 46%|████▌     | 21149/46302 [22:25:45<26:39:46,  3.82s/it]
 46%|████▌     | 21150/46302 [22:25:49<26:39:54,  3.82s/it]
 46%|████▌     | 21151/46302 [22:25:53<26:40:16,  3.82s/it]
 46%|████▌     | 21152/46302 [22:25:57<26:39:42,  3.82s/it]
 46%|████▌     | 21153/46302 [22:26:01<26:39:24,  3.82s/it]
 46%|████▌     | 21154/46302 [22:26:04<26:40:00,  3.82s/it]
 46%|████▌     | 21155/46302 [22:26:08<26:40:03,  3.82s/it]
 46%|████▌     | 21156/46302 [22:26:12<26:39:51,  3.82s/it]
 46%|████▌     | 21157/46302 [22:26:16<26:40:08,  3.82s/it]
 46%|████▌     | 21158/46302 [22:26:20<26:40:12,  3.82s/it]
 46%|████▌     | 21159/46302 [22:26:24<26:40:03,  3.82s/it]
 46%|████▌     | 21160/46302 [22:26:27<26:39:56,  3.82s/it]
 46%|████▌     | 21161/46302 [22:26:31<26:39:38,  3.82s/it]
 46%|████▌     | 21162/46302 [22:26:35<26:39:08,  3.82s/it]
 46%|████▌     | 21163/46302 [22:26:39<26:39:32,  3.82s/it]
 46%|████▌     | 21164/46302 [22:26:43<26:40:03,  3.82s/it]
 46%|████▌     | 21165/46302 [22:26:46<26:40:03,  3.82s/it]
 46%|████▌     | 21166/46302 [22:26:50<26:39:55,  3.82s/it]
 46%|████▌     | 21167/46302 [22:26:54<26:39:33,  3.82s/it]
 46%|████▌     | 21168/46302 [22:26:58<26:39:18,  3.82s/it]
 46%|████▌     | 21169/46302 [22:27:02<26:39:19,  3.82s/it]
 46%|████▌     | 21170/46302 [22:27:06<26:38:56,  3.82s/it]
 46%|████▌     | 21171/46302 [22:27:09<26:38:48,  3.82s/it]
 46%|████▌     | 21172/46302 [22:27:13<26:38:24,  3.82s/it]
 46%|████▌     | 21173/46302 [22:27:17<26:38:37,  3.82s/it]
 46%|████▌     | 21174/46302 [22:27:21<26:38:47,  3.82s/it]
 46%|████▌     | 21175/46302 [22:27:25<26:38:46,  3.82s/it]
 46%|████▌     | 21176/46302 [22:27:28<26:38:51,  3.82s/it]
 46%|████▌     | 21177/46302 [22:27:32<26:38:58,  3.82s/it]
 46%|████▌     | 21178/46302 [22:27:36<26:39:06,  3.82s/it]
 46%|████▌     | 21179/46302 [22:27:40<26:39:16,  3.82s/it]
 46%|████▌     | 21180/46302 [22:27:44<26:39:10,  3.82s/it]
 46%|████▌     | 21181/46302 [22:27:48<26:39:11,  3.82s/it]
 46%|████▌     | 21182/46302 [22:27:51<26:38:36,  3.82s/it]
 46%|████▌     | 21183/46302 [22:27:55<26:38:29,  3.82s/it]
 46%|████▌     | 21184/46302 [22:27:59<26:38:22,  3.82s/it]
 46%|████▌     | 21185/46302 [22:28:03<26:38:28,  3.82s/it]
 46%|████▌     | 21186/46302 [22:28:07<26:38:53,  3.82s/it]
 46%|████▌     | 21187/46302 [22:28:10<26:38:22,  3.82s/it]
 46%|████▌     | 21188/46302 [22:28:14<26:38:47,  3.82s/it]
 46%|████▌     | 21189/46302 [22:28:18<26:38:44,  3.82s/it]
 46%|████▌     | 21190/46302 [22:28:22<26:39:01,  3.82s/it]
 46%|████▌     | 21191/46302 [22:28:26<26:38:55,  3.82s/it]
 46%|████▌     | 21192/46302 [22:28:30<26:39:41,  3.82s/it]
 46%|████▌     | 21193/46302 [22:28:33<26:39:07,  3.82s/it]
 46%|████▌     | 21194/46302 [22:28:37<26:38:45,  3.82s/it]
 46%|████▌     | 21195/46302 [22:28:41<26:38:48,  3.82s/it]
 46%|████▌     | 21196/46302 [22:28:45<26:38:44,  3.82s/it]
 46%|████▌     | 21197/46302 [22:28:49<26:38:57,  3.82s/it]
 46%|████▌     | 21198/46302 [22:28:52<26:38:11,  3.82s/it]
 46%|████▌     | 21199/46302 [22:28:56<26:37:47,  3.82s/it]
 46%|████▌     | 21200/46302 [22:29:00<26:37:39,  3.82s/it]
 46%|████▌     | 21201/46302 [22:29:04<26:37:42,  3.82s/it]
 46%|████▌     | 21202/46302 [22:29:08<26:37:56,  3.82s/it]
 46%|████▌     | 21203/46302 [22:29:12<26:37:43,  3.82s/it]
 46%|████▌     | 21204/46302 [22:29:15<26:37:56,  3.82s/it]
 46%|████▌     | 21205/46302 [22:29:19<26:37:48,  3.82s/it]
 46%|████▌     | 21206/46302 [22:29:23<26:37:16,  3.82s/it]
 46%|████▌     | 21207/46302 [22:29:27<26:36:46,  3.82s/it]
 46%|████▌     | 21208/46302 [22:29:31<26:36:53,  3.82s/it]
 46%|████▌     | 21209/46302 [22:29:35<26:37:15,  3.82s/it]
 46%|████▌     | 21210/46302 [22:29:38<26:37:29,  3.82s/it]
 46%|████▌     | 21211/46302 [22:29:42<26:37:21,  3.82s/it]
 46%|████▌     | 21212/46302 [22:29:46<26:37:12,  3.82s/it]
 46%|████▌     | 21213/46302 [22:29:50<26:36:48,  3.82s/it]
 46%|████▌     | 21214/46302 [22:29:54<26:37:08,  3.82s/it]
 46%|████▌     | 21215/46302 [22:29:57<26:36:53,  3.82s/it]
 46%|████▌     | 21216/46302 [22:30:01<26:36:40,  3.82s/it]
 46%|████▌     | 21217/46302 [22:30:05<26:35:58,  3.82s/it]
 46%|████▌     | 21218/46302 [22:30:09<26:35:33,  3.82s/it]
 46%|████▌     | 21219/46302 [22:30:13<26:35:21,  3.82s/it]
 46%|████▌     | 21220/46302 [22:30:16<26:34:57,  3.82s/it]
 46%|████▌     | 21221/46302 [22:30:20<26:35:30,  3.82s/it]
 46%|████▌     | 21222/46302 [22:30:24<26:35:51,  3.82s/it]
 46%|████▌     | 21223/46302 [22:30:28<26:35:40,  3.82s/it]
 46%|████▌     | 21224/46302 [22:30:32<26:36:12,  3.82s/it]
 46%|████▌     | 21225/46302 [22:30:36<26:35:58,  3.82s/it]
 46%|████▌     | 21226/46302 [22:30:39<26:36:00,  3.82s/it]
 46%|████▌     | 21227/46302 [22:30:43<26:36:07,  3.82s/it]
 46%|████▌     | 21228/46302 [22:30:47<26:36:14,  3.82s/it]
 46%|████▌     | 21229/46302 [22:30:51<26:35:57,  3.82s/it]
 46%|████▌     | 21230/46302 [22:30:55<26:36:30,  3.82s/it]
 46%|████▌     | 21231/46302 [22:30:59<26:36:17,  3.82s/it]
 46%|████▌     | 21232/46302 [22:31:02<26:36:21,  3.82s/it]
 46%|████▌     | 21233/46302 [22:31:06<26:35:42,  3.82s/it]
 46%|████▌     | 21234/46302 [22:31:10<26:35:29,  3.82s/it]
 46%|████▌     | 21235/46302 [22:31:14<26:35:08,  3.82s/it]
 46%|████▌     | 21236/46302 [22:31:18<26:34:53,  3.82s/it]
 46%|████▌     | 21237/46302 [22:31:21<26:35:14,  3.82s/it]
 46%|████▌     | 21238/46302 [22:31:25<26:35:11,  3.82s/it]
 46%|████▌     | 21239/46302 [22:31:29<26:35:16,  3.82s/it]
 46%|████▌     | 21240/46302 [22:31:33<26:35:16,  3.82s/it]
 46%|████▌     | 21241/46302 [22:31:37<26:35:18,  3.82s/it]
 46%|████▌     | 21242/46302 [22:31:41<26:34:50,  3.82s/it]
 46%|████▌     | 21243/46302 [22:31:44<26:35:04,  3.82s/it]
 46%|████▌     | 21244/46302 [22:31:48<26:35:02,  3.82s/it]
 46%|████▌     | 21245/46302 [22:31:52<26:34:18,  3.82s/it]
 46%|████▌     | 21246/46302 [22:31:56<26:34:31,  3.82s/it]
 46%|████▌     | 21247/46302 [22:32:00<26:34:30,  3.82s/it]
 46%|████▌     | 21248/46302 [22:32:03<26:34:48,  3.82s/it]
 46%|████▌     | 21249/46302 [22:32:07<26:34:43,  3.82s/it]
 46%|████▌     | 21250/46302 [22:32:11<26:34:47,  3.82s/it]
 46%|████▌     | 21251/46302 [22:32:15<26:34:55,  3.82s/it]
 46%|████▌     | 21252/46302 [22:32:19<26:34:54,  3.82s/it]
 46%|████▌     | 21253/46302 [22:32:23<26:34:51,  3.82s/it]
 46%|████▌     | 21254/46302 [22:32:26<26:34:57,  3.82s/it]
 46%|████▌     | 21255/46302 [22:32:30<26:35:06,  3.82s/it]
 46%|████▌     | 21256/46302 [22:32:34<26:34:42,  3.82s/it]
 46%|████▌     | 21257/46302 [22:32:38<26:34:41,  3.82s/it]
 46%|████▌     | 21258/46302 [22:32:42<26:34:33,  3.82s/it]
 46%|████▌     | 21259/46302 [22:32:45<26:34:11,  3.82s/it]
 46%|████▌     | 21260/46302 [22:32:49<26:34:26,  3.82s/it]
 46%|████▌     | 21261/46302 [22:32:53<26:34:13,  3.82s/it]
 46%|████▌     | 21262/46302 [22:32:57<26:33:29,  3.82s/it]
 46%|████▌     | 21263/46302 [22:33:01<26:33:11,  3.82s/it]
 46%|████▌     | 21264/46302 [22:33:05<26:33:04,  3.82s/it]
 46%|████▌     | 21265/46302 [22:33:08<26:32:57,  3.82s/it]
 46%|████▌     | 21266/46302 [22:33:12<26:33:06,  3.82s/it]
 46%|████▌     | 21267/46302 [22:33:16<26:32:59,  3.82s/it]
 46%|████▌     | 21268/46302 [22:33:20<26:33:08,  3.82s/it]
 46%|████▌     | 21269/46302 [22:33:24<26:32:30,  3.82s/it]
 46%|████▌     | 21270/46302 [22:33:27<26:32:15,  3.82s/it]
 46%|████▌     | 21271/46302 [22:33:31<26:32:01,  3.82s/it]
 46%|████▌     | 21272/46302 [22:33:35<26:31:40,  3.82s/it]
 46%|████▌     | 21273/46302 [22:33:39<26:31:29,  3.82s/it]
 46%|████▌     | 21274/46302 [22:33:43<26:31:43,  3.82s/it]
 46%|████▌     | 21275/46302 [22:33:47<26:32:19,  3.82s/it]
 46%|████▌     | 21276/46302 [22:33:50<26:32:06,  3.82s/it]
 46%|████▌     | 21277/46302 [22:33:54<26:31:53,  3.82s/it]
 46%|████▌     | 21278/46302 [22:33:58<26:32:13,  3.82s/it]
 46%|████▌     | 21279/46302 [22:34:02<26:32:33,  3.82s/it]
 46%|████▌     | 21280/46302 [22:34:06<26:32:37,  3.82s/it]
 46%|████▌     | 21281/46302 [22:34:09<26:32:13,  3.82s/it]
 46%|████▌     | 21282/46302 [22:34:13<26:32:44,  3.82s/it]
 46%|████▌     | 21283/46302 [22:34:17<26:32:20,  3.82s/it]
 46%|████▌     | 21284/46302 [22:34:21<26:31:48,  3.82s/it]
 46%|████▌     | 21285/46302 [22:34:25<26:31:44,  3.82s/it]
 46%|████▌     | 21286/46302 [22:34:29<26:32:04,  3.82s/it]
 46%|████▌     | 21287/46302 [22:34:32<26:31:52,  3.82s/it]
 46%|████▌     | 21288/46302 [22:34:36<26:31:33,  3.82s/it]
 46%|████▌     | 21289/46302 [22:34:40<26:31:21,  3.82s/it]
 46%|████▌     | 21290/46302 [22:34:44<26:31:17,  3.82s/it]
 46%|████▌     | 21291/46302 [22:34:48<26:31:01,  3.82s/it]
 46%|████▌     | 21292/46302 [22:34:51<26:30:43,  3.82s/it]
 46%|████▌     | 21293/46302 [22:34:55<26:30:29,  3.82s/it]
 46%|████▌     | 21294/46302 [22:34:59<26:31:00,  3.82s/it]
 46%|████▌     | 21295/46302 [22:35:03<26:31:18,  3.82s/it]
 46%|████▌     | 21296/46302 [22:35:07<26:31:28,  3.82s/it]
 46%|████▌     | 21297/46302 [22:35:11<26:31:22,  3.82s/it]
 46%|████▌     | 21298/46302 [22:35:14<26:31:34,  3.82s/it]
 46%|████▌     | 21299/46302 [22:35:18<26:31:30,  3.82s/it]
 46%|████▌     | 21300/46302 [22:35:22<26:31:38,  3.82s/it]
 46%|████▌     | 21301/46302 [22:35:26<26:31:32,  3.82s/it]
 46%|████▌     | 21302/46302 [22:35:30<26:31:15,  3.82s/it]
 46%|████▌     | 21303/46302 [22:35:33<26:30:43,  3.82s/it]
 46%|████▌     | 21304/46302 [22:35:37<26:30:57,  3.82s/it]
 46%|████▌     | 21305/46302 [22:35:41<26:31:01,  3.82s/it]
 46%|████▌     | 21306/46302 [22:35:45<26:31:07,  3.82s/it]
 46%|████▌     | 21307/46302 [22:35:49<26:31:08,  3.82s/it]
 46%|████▌     | 21308/46302 [22:35:53<26:31:28,  3.82s/it]
 46%|████▌     | 21309/46302 [22:35:56<26:31:33,  3.82s/it]
 46%|████▌     | 21310/46302 [22:36:00<26:31:26,  3.82s/it]
 46%|████▌     | 21311/46302 [22:36:04<26:30:48,  3.82s/it]
 46%|████▌     | 21312/46302 [22:36:08<26:30:48,  3.82s/it]
 46%|████▌     | 21313/46302 [22:36:12<26:30:36,  3.82s/it]
 46%|████▌     | 21314/46302 [22:36:15<26:30:21,  3.82s/it]
 46%|████▌     | 21315/46302 [22:36:19<26:29:51,  3.82s/it]
 46%|████▌     | 21316/46302 [22:36:23<26:29:55,  3.82s/it]
 46%|████▌     | 21317/46302 [22:36:27<26:29:39,  3.82s/it]
 46%|████▌     | 21318/46302 [22:36:31<26:29:46,  3.82s/it]
 46%|████▌     | 21319/46302 [22:36:35<26:29:00,  3.82s/it]
 46%|████▌     | 21320/46302 [22:36:38<26:29:06,  3.82s/it]
 46%|████▌     | 21321/46302 [22:36:42<26:28:59,  3.82s/it]
 46%|████▌     | 21322/46302 [22:36:46<26:29:03,  3.82s/it]
 46%|████▌     | 21323/46302 [22:36:50<26:29:13,  3.82s/it]
 46%|████▌     | 21324/46302 [22:36:54<26:29:16,  3.82s/it]
 46%|████▌     | 21325/46302 [22:36:57<26:29:07,  3.82s/it]
 46%|████▌     | 21326/46302 [22:37:01<26:28:32,  3.82s/it]
 46%|████▌     | 21327/46302 [22:37:05<26:28:39,  3.82s/it]
 46%|████▌     | 21328/46302 [22:37:09<26:28:30,  3.82s/it]
 46%|████▌     | 21329/46302 [22:37:13<26:28:34,  3.82s/it]
 46%|████▌     | 21330/46302 [22:37:17<26:28:39,  3.82s/it]
 46%|████▌     | 21331/46302 [22:37:20<26:28:39,  3.82s/it]
 46%|████▌     | 21332/46302 [22:37:24<26:28:49,  3.82s/it]
 46%|████▌     | 21333/46302 [22:37:28<26:28:53,  3.82s/it]
 46%|████▌     | 21334/46302 [22:37:32<26:29:08,  3.82s/it]
 46%|████▌     | 21335/46302 [22:37:36<26:29:10,  3.82s/it]
 46%|████▌     | 21336/46302 [22:37:39<26:29:20,  3.82s/it]
 46%|████▌     | 21337/46302 [22:37:43<26:29:27,  3.82s/it]
 46%|████▌     | 21338/46302 [22:37:47<26:28:49,  3.82s/it]
 46%|████▌     | 21339/46302 [22:37:51<26:28:38,  3.82s/it]
 46%|████▌     | 21340/46302 [22:37:55<26:28:21,  3.82s/it]
 46%|████▌     | 21341/46302 [22:37:59<26:28:40,  3.82s/it]
 46%|████▌     | 21342/46302 [22:38:02<26:28:32,  3.82s/it]
 46%|████▌     | 21343/46302 [22:38:06<26:28:12,  3.82s/it]
 46%|████▌     | 21344/46302 [22:38:10<26:28:12,  3.82s/it]
 46%|████▌     | 21345/46302 [22:38:14<26:28:37,  3.82s/it]
 46%|████▌     | 21346/46302 [22:38:18<26:28:50,  3.82s/it]
 46%|████▌     | 21347/46302 [22:38:21<26:28:28,  3.82s/it]
 46%|████▌     | 21348/46302 [22:38:25<26:28:48,  3.82s/it]
 46%|████▌     | 21349/46302 [22:38:29<26:28:31,  3.82s/it]
 46%|████▌     | 21350/46302 [22:38:33<26:28:14,  3.82s/it]
 46%|████▌     | 21351/46302 [22:38:37<26:27:33,  3.82s/it]
 46%|████▌     | 21352/46302 [22:38:41<26:27:19,  3.82s/it]
 46%|████▌     | 21353/46302 [22:38:44<26:27:16,  3.82s/it]
 46%|████▌     | 21354/46302 [22:38:48<26:27:22,  3.82s/it]
 46%|████▌     | 21355/46302 [22:38:52<26:27:17,  3.82s/it]
 46%|████▌     | 21356/46302 [22:38:56<26:27:03,  3.82s/it]
 46%|████▌     | 21357/46302 [22:39:00<26:26:48,  3.82s/it]
 46%|████▌     | 21358/46302 [22:39:03<26:26:52,  3.82s/it]
 46%|████▌     | 21359/46302 [22:39:07<26:26:39,  3.82s/it]
 46%|████▌     | 21360/46302 [22:39:11<26:26:18,  3.82s/it]
 46%|████▌     | 21361/46302 [22:39:15<26:26:38,  3.82s/it]
 46%|████▌     | 21362/46302 [22:39:19<26:26:47,  3.82s/it]
 46%|████▌     | 21363/46302 [22:39:23<26:26:55,  3.82s/it]
 46%|████▌     | 21364/46302 [22:39:26<26:26:33,  3.82s/it]
 46%|████▌     | 21365/46302 [22:39:30<26:26:40,  3.82s/it]
 46%|████▌     | 21366/46302 [22:39:34<26:26:18,  3.82s/it]
 46%|████▌     | 21367/46302 [22:39:38<26:26:02,  3.82s/it]
 46%|████▌     | 21368/46302 [22:39:42<26:25:47,  3.82s/it]
 46%|████▌     | 21369/46302 [22:39:45<26:26:12,  3.82s/it]
 46%|████▌     | 21370/46302 [22:39:49<26:26:50,  3.82s/it]
 46%|████▌     | 21371/46302 [22:39:53<26:26:35,  3.82s/it]
 46%|████▌     | 21372/46302 [22:39:57<26:26:41,  3.82s/it]
 46%|████▌     | 21373/46302 [22:40:01<26:26:46,  3.82s/it]
 46%|████▌     | 21374/46302 [22:40:05<26:26:59,  3.82s/it]
 46%|████▌     | 21375/46302 [22:40:08<26:26:22,  3.82s/it]
 46%|████▌     | 21376/46302 [22:40:12<26:25:51,  3.82s/it]
 46%|████▌     | 21377/46302 [22:40:16<26:25:58,  3.82s/it]
 46%|████▌     | 21378/46302 [22:40:20<26:26:01,  3.82s/it]
 46%|████▌     | 21379/46302 [22:40:24<26:25:51,  3.82s/it]
 46%|████▌     | 21380/46302 [22:40:27<26:25:34,  3.82s/it]
 46%|████▌     | 21381/46302 [22:40:31<26:25:39,  3.82s/it]
 46%|████▌     | 21382/46302 [22:40:35<26:25:38,  3.82s/it]
 46%|████▌     | 21383/46302 [22:40:39<26:25:20,  3.82s/it]
 46%|████▌     | 21384/46302 [22:40:43<26:25:06,  3.82s/it]
 46%|████▌     | 21385/46302 [22:40:47<26:24:36,  3.82s/it]
 46%|████▌     | 21386/46302 [22:40:50<26:24:28,  3.82s/it]
 46%|████▌     | 21387/46302 [22:40:54<26:24:34,  3.82s/it]
 46%|████▌     | 21388/46302 [22:40:58<26:25:24,  3.82s/it]
 46%|████▌     | 21389/46302 [22:41:02<26:25:08,  3.82s/it]
 46%|████▌     | 21390/46302 [22:41:06<26:25:00,  3.82s/it]
 46%|████▌     | 21391/46302 [22:41:09<26:24:37,  3.82s/it]
 46%|████▌     | 21392/46302 [22:41:13<26:25:01,  3.82s/it]
 46%|████▌     | 21393/46302 [22:41:17<26:25:03,  3.82s/it]
 46%|████▌     | 21394/46302 [22:41:21<26:24:42,  3.82s/it]
 46%|████▌     | 21395/46302 [22:41:25<26:25:03,  3.82s/it]
 46%|████▌     | 21396/46302 [22:41:29<26:25:28,  3.82s/it]
 46%|████▌     | 21397/46302 [22:41:32<26:24:58,  3.82s/it]
 46%|████▌     | 21398/46302 [22:41:36<26:24:36,  3.82s/it]
 46%|████▌     | 21399/46302 [22:41:40<26:24:53,  3.82s/it]
 46%|████▌     | 21400/46302 [22:41:44<26:24:35,  3.82s/it]
 46%|████▌     | 21401/46302 [22:41:48<26:24:27,  3.82s/it]
 46%|████▌     | 21402/46302 [22:41:51<26:24:30,  3.82s/it]
 46%|████▌     | 21403/46302 [22:41:55<26:24:11,  3.82s/it]
 46%|████▌     | 21404/46302 [22:41:59<26:24:36,  3.82s/it]
 46%|████▌     | 21405/46302 [22:42:03<26:24:32,  3.82s/it]
 46%|████▌     | 21406/46302 [22:42:07<26:24:01,  3.82s/it]
 46%|████▌     | 21407/46302 [22:42:11<26:24:00,  3.82s/it]
 46%|████▌     | 21408/46302 [22:42:14<26:23:51,  3.82s/it]
 46%|████▌     | 21409/46302 [22:42:18<26:23:50,  3.82s/it]
 46%|████▌     | 21410/46302 [22:42:22<26:24:07,  3.82s/it]
 46%|████▌     | 21411/46302 [22:42:26<26:23:44,  3.82s/it]
 46%|████▌     | 21412/46302 [22:42:30<26:23:14,  3.82s/it]
 46%|████▌     | 21413/46302 [22:42:33<26:23:20,  3.82s/it]
 46%|████▌     | 21414/46302 [22:42:37<26:23:30,  3.82s/it]
 46%|████▋     | 21415/46302 [22:42:41<26:23:37,  3.82s/it]
 46%|████▋     | 21416/46302 [22:42:45<26:23:34,  3.82s/it]
 46%|████▋     | 21417/46302 [22:42:49<26:23:13,  3.82s/it]
 46%|████▋     | 21418/46302 [22:42:52<26:22:58,  3.82s/it]
 46%|████▋     | 21419/46302 [22:42:56<26:22:52,  3.82s/it]
 46%|████▋     | 21420/46302 [22:43:00<26:22:28,  3.82s/it]
 46%|████▋     | 21421/46302 [22:43:04<26:22:32,  3.82s/it]
 46%|████▋     | 21422/46302 [22:43:08<26:22:27,  3.82s/it]
 46%|████▋     | 21423/46302 [22:43:12<26:22:24,  3.82s/it]
 46%|████▋     | 21424/46302 [22:43:15<26:22:32,  3.82s/it]
 46%|████▋     | 21425/46302 [22:43:19<26:22:20,  3.82s/it]
 46%|████▋     | 21426/46302 [22:43:23<26:22:20,  3.82s/it]
 46%|████▋     | 21427/46302 [22:43:27<26:22:31,  3.82s/it]
 46%|████▋     | 21428/46302 [22:43:31<26:22:41,  3.82s/it]
 46%|████▋     | 21429/46302 [22:43:34<26:22:40,  3.82s/it]
 46%|████▋     | 21430/46302 [22:43:38<26:22:34,  3.82s/it]
 46%|████▋     | 21431/46302 [22:43:42<26:22:26,  3.82s/it]
 46%|████▋     | 21432/46302 [22:43:46<26:22:54,  3.82s/it]
 46%|████▋     | 21433/46302 [22:43:50<26:22:10,  3.82s/it]
 46%|████▋     | 21434/46302 [22:43:54<26:22:08,  3.82s/it]
 46%|████▋     | 21435/46302 [22:43:57<26:22:41,  3.82s/it]
 46%|████▋     | 21436/46302 [22:44:01<26:22:51,  3.82s/it]
 46%|████▋     | 21437/46302 [22:44:05<26:22:38,  3.82s/it]
 46%|████▋     | 21438/46302 [22:44:09<26:22:17,  3.82s/it]
 46%|████▋     | 21439/46302 [22:44:13<26:22:28,  3.82s/it]
 46%|████▋     | 21440/46302 [22:44:16<26:22:08,  3.82s/it]
 46%|████▋     | 21441/46302 [22:44:20<26:21:45,  3.82s/it]
 46%|████▋     | 21442/46302 [22:44:24<26:21:37,  3.82s/it]
 46%|████▋     | 21443/46302 [22:44:28<26:21:12,  3.82s/it]
 46%|████▋     | 21444/46302 [22:44:32<26:21:21,  3.82s/it]
 46%|████▋     | 21445/46302 [22:44:36<26:20:54,  3.82s/it]
 46%|████▋     | 21446/46302 [22:44:39<26:21:06,  3.82s/it]
 46%|████▋     | 21447/46302 [22:44:43<26:20:57,  3.82s/it]
 46%|████▋     | 21448/46302 [22:44:47<26:21:10,  3.82s/it]
 46%|████▋     | 21449/46302 [22:44:51<26:21:22,  3.82s/it]
 46%|████▋     | 21450/46302 [22:44:55<26:21:19,  3.82s/it]
 46%|████▋     | 21451/46302 [22:44:58<26:21:34,  3.82s/it]
 46%|████▋     | 21452/46302 [22:45:02<26:21:40,  3.82s/it]
 46%|████▋     | 21453/46302 [22:45:06<26:21:59,  3.82s/it]
 46%|████▋     | 21454/46302 [22:45:10<26:22:05,  3.82s/it]
 46%|████▋     | 21455/46302 [22:45:14<26:21:28,  3.82s/it]
 46%|████▋     | 21456/46302 [22:45:18<26:21:18,  3.82s/it]
 46%|████▋     | 21457/46302 [22:45:21<26:21:08,  3.82s/it]
 46%|████▋     | 21458/46302 [22:45:25<26:21:30,  3.82s/it]
 46%|████▋     | 21459/46302 [22:45:29<26:21:33,  3.82s/it]
 46%|████▋     | 21460/46302 [22:45:33<26:21:10,  3.82s/it]
 46%|████▋     | 21461/46302 [22:45:37<26:21:11,  3.82s/it]
 46%|████▋     | 21462/46302 [22:45:40<26:21:12,  3.82s/it]
 46%|████▋     | 21463/46302 [22:45:44<26:21:03,  3.82s/it]
 46%|████▋     | 21464/46302 [22:45:48<26:20:46,  3.82s/it]
 46%|████▋     | 21465/46302 [22:45:52<26:20:30,  3.82s/it]
 46%|████▋     | 21466/46302 [22:45:56<26:20:41,  3.82s/it]
 46%|████▋     | 21467/46302 [22:46:00<26:20:46,  3.82s/it]
 46%|████▋     | 21468/46302 [22:46:03<26:20:43,  3.82s/it]
 46%|████▋     | 21469/46302 [22:46:07<26:19:58,  3.82s/it]
 46%|████▋     | 21470/46302 [22:46:11<26:19:47,  3.82s/it]
 46%|████▋     | 21471/46302 [22:46:15<26:20:17,  3.82s/it]
 46%|████▋     | 21472/46302 [22:46:19<26:20:11,  3.82s/it]
 46%|████▋     | 21473/46302 [22:46:22<26:20:10,  3.82s/it]
 46%|████▋     | 21474/46302 [22:46:26<26:19:50,  3.82s/it]
 46%|████▋     | 21475/46302 [22:46:30<26:19:54,  3.82s/it]
 46%|████▋     | 21476/46302 [22:46:34<26:19:46,  3.82s/it]
 46%|████▋     | 21477/46302 [22:46:38<26:19:45,  3.82s/it]
 46%|████▋     | 21478/46302 [22:46:42<26:20:16,  3.82s/it]
 46%|████▋     | 21479/46302 [22:46:45<26:20:14,  3.82s/it]
 46%|████▋     | 21480/46302 [22:46:49<26:20:10,  3.82s/it]
 46%|████▋     | 21481/46302 [22:46:53<26:18:30,  3.82s/it]
 46%|████▋     | 21482/46302 [22:46:57<26:18:09,  3.82s/it]
 46%|████▋     | 21483/46302 [22:47:01<26:18:45,  3.82s/it]
 46%|████▋     | 21484/46302 [22:47:04<26:18:58,  3.82s/it]
 46%|████▋     | 21485/46302 [22:47:08<26:18:58,  3.82s/it]
 46%|████▋     | 21486/46302 [22:47:12<26:19:18,  3.82s/it]
 46%|████▋     | 21487/46302 [22:47:16<26:19:04,  3.82s/it]
 46%|████▋     | 21488/46302 [22:47:20<26:18:55,  3.82s/it]
 46%|████▋     | 21489/46302 [22:47:24<26:18:16,  3.82s/it]
 46%|████▋     | 21490/46302 [22:47:27<26:17:46,  3.82s/it]
 46%|████▋     | 21491/46302 [22:47:31<26:17:41,  3.82s/it]
 46%|████▋     | 21492/46302 [22:47:35<26:18:05,  3.82s/it]
 46%|████▋     | 21493/46302 [22:47:39<26:17:35,  3.82s/it]
 46%|████▋     | 21494/46302 [22:47:43<26:17:54,  3.82s/it]
 46%|████▋     | 21495/46302 [22:47:46<26:18:24,  3.82s/it]
 46%|████▋     | 21496/46302 [22:47:50<26:19:13,  3.82s/it]
 46%|████▋     | 21497/46302 [22:47:54<26:18:51,  3.82s/it]
 46%|████▋     | 21498/46302 [22:47:58<26:19:16,  3.82s/it]
 46%|████▋     | 21499/46302 [22:48:02<26:19:04,  3.82s/it]
 46%|████▋     | 21500/46302 [22:48:06<26:19:15,  3.82s/it]
                                                           
{'loss': 3.2577, 'learning_rate': 0.0027374067370094035, 'epoch': 0.46}

 46%|████▋     | 21500/46302 [22:48:06<26:19:15,  3.82s/it]
 46%|████▋     | 21501/46302 [22:48:09<26:19:50,  3.82s/it]
 46%|████▋     | 21502/46302 [22:48:13<26:19:27,  3.82s/it]
 46%|████▋     | 21503/46302 [22:48:17<26:18:57,  3.82s/it]
 46%|████▋     | 21504/46302 [22:48:21<26:18:27,  3.82s/it]
 46%|████▋     | 21505/46302 [22:48:25<26:18:23,  3.82s/it]
 46%|████▋     | 21506/46302 [22:48:28<26:18:00,  3.82s/it]
 46%|████▋     | 21507/46302 [22:48:32<26:17:36,  3.82s/it]
 46%|████▋     | 21508/46302 [22:48:36<26:17:41,  3.82s/it]
 46%|████▋     | 21509/46302 [22:48:40<26:17:45,  3.82s/it]
 46%|████▋     | 21510/46302 [22:48:44<26:17:35,  3.82s/it]
 46%|████▋     | 21511/46302 [22:48:48<26:17:11,  3.82s/it]
 46%|████▋     | 21512/46302 [22:48:51<26:16:57,  3.82s/it]
 46%|████▋     | 21513/46302 [22:48:55<26:17:10,  3.82s/it]
 46%|████▋     | 21514/46302 [22:48:59<26:17:11,  3.82s/it]
 46%|████▋     | 21515/46302 [22:49:03<26:17:32,  3.82s/it]
 46%|████▋     | 21516/46302 [22:49:07<26:17:15,  3.82s/it]
 46%|████▋     | 21517/46302 [22:49:10<26:16:52,  3.82s/it]
 46%|████▋     | 21518/46302 [22:49:14<26:16:42,  3.82s/it]
 46%|████▋     | 21519/46302 [22:49:18<26:16:43,  3.82s/it]
 46%|████▋     | 21520/46302 [22:49:22<26:16:47,  3.82s/it]
 46%|████▋     | 21521/46302 [22:49:26<26:16:45,  3.82s/it]
 46%|████▋     | 21522/46302 [22:49:30<26:16:22,  3.82s/it]
 46%|████▋     | 21523/46302 [22:49:33<26:16:04,  3.82s/it]
 46%|████▋     | 21524/46302 [22:49:37<26:15:51,  3.82s/it]
 46%|████▋     | 21525/46302 [22:49:41<26:15:55,  3.82s/it]
 46%|████▋     | 21526/46302 [22:49:45<26:16:24,  3.82s/it]
 46%|████▋     | 21527/46302 [22:49:49<26:16:30,  3.82s/it]
 46%|████▋     | 21528/46302 [22:49:52<26:16:21,  3.82s/it]
 46%|████▋     | 21529/46302 [22:49:56<26:15:58,  3.82s/it]
 46%|████▋     | 21530/46302 [22:50:00<26:16:11,  3.82s/it]
 47%|████▋     | 21531/46302 [22:50:04<26:16:06,  3.82s/it]
 47%|████▋     | 21532/46302 [22:50:08<26:15:21,  3.82s/it]
 47%|████▋     | 21533/46302 [22:50:12<26:15:07,  3.82s/it]
 47%|████▋     | 21534/46302 [22:50:15<26:15:37,  3.82s/it]
 47%|████▋     | 21535/46302 [22:50:19<26:15:51,  3.82s/it]
 47%|████▋     | 21536/46302 [22:50:23<26:15:35,  3.82s/it]
 47%|████▋     | 21537/46302 [22:50:27<26:16:09,  3.82s/it]
 47%|████▋     | 21538/46302 [22:50:31<26:16:03,  3.82s/it]
 47%|████▋     | 21539/46302 [22:50:34<26:15:45,  3.82s/it]
 47%|████▋     | 21540/46302 [22:50:38<26:15:31,  3.82s/it]
 47%|████▋     | 21541/46302 [22:50:42<26:15:28,  3.82s/it]
 47%|████▋     | 21542/46302 [22:50:46<26:15:43,  3.82s/it]
 47%|████▋     | 21543/46302 [22:50:50<26:15:32,  3.82s/it]
 47%|████▋     | 21544/46302 [22:50:54<26:15:02,  3.82s/it]
 47%|████▋     | 21545/46302 [22:50:57<26:14:55,  3.82s/it]
 47%|████▋     | 21546/46302 [22:51:01<26:15:22,  3.82s/it]
 47%|████▋     | 21547/46302 [22:51:05<26:15:36,  3.82s/it]
 47%|████▋     | 21548/46302 [22:51:09<26:15:31,  3.82s/it]
 47%|████▋     | 21549/46302 [22:51:13<26:15:48,  3.82s/it]
 47%|████▋     | 21550/46302 [22:51:16<26:15:42,  3.82s/it]
 47%|████▋     | 21551/46302 [22:51:20<26:15:35,  3.82s/it]
 47%|████▋     | 21552/46302 [22:51:24<26:14:51,  3.82s/it]
 47%|████▋     | 21553/46302 [22:51:28<26:14:37,  3.82s/it]
 47%|████▋     | 21554/46302 [22:51:32<26:14:00,  3.82s/it]
 47%|████▋     | 21555/46302 [22:51:36<26:14:13,  3.82s/it]
 47%|████▋     | 21556/46302 [22:51:39<26:14:06,  3.82s/it]
 47%|████▋     | 21557/46302 [22:51:43<26:13:31,  3.82s/it]
 47%|████▋     | 21558/46302 [22:51:47<26:13:44,  3.82s/it]
 47%|████▋     | 21559/46302 [22:51:51<26:13:27,  3.82s/it]
 47%|████▋     | 21560/46302 [22:51:55<26:13:25,  3.82s/it]
 47%|████▋     | 21561/46302 [22:51:58<26:13:09,  3.82s/it]
 47%|████▋     | 21562/46302 [22:52:02<26:12:53,  3.81s/it]
 47%|████▋     | 21563/46302 [22:52:06<26:13:09,  3.82s/it]
 47%|████▋     | 21564/46302 [22:52:10<26:13:00,  3.82s/it]
 47%|████▋     | 21565/46302 [22:52:14<26:13:19,  3.82s/it]
 47%|████▋     | 21566/46302 [22:52:18<26:13:05,  3.82s/it]
 47%|████▋     | 21567/46302 [22:52:21<26:12:33,  3.81s/it]
 47%|████▋     | 21568/46302 [22:52:25<26:12:48,  3.82s/it]
 47%|████▋     | 21569/46302 [22:52:29<26:13:01,  3.82s/it]
 47%|████▋     | 21570/46302 [22:52:33<26:13:10,  3.82s/it]
 47%|████▋     | 21571/46302 [22:52:37<26:13:28,  3.82s/it]
 47%|████▋     | 21572/46302 [22:52:40<26:12:55,  3.82s/it]
 47%|████▋     | 21573/46302 [22:52:44<26:12:48,  3.82s/it]
 47%|████▋     | 21574/46302 [22:52:48<26:12:53,  3.82s/it]
 47%|████▋     | 21575/46302 [22:52:52<26:13:23,  3.82s/it]
 47%|████▋     | 21576/46302 [22:52:56<26:12:50,  3.82s/it]
 47%|████▋     | 21577/46302 [22:52:59<26:12:50,  3.82s/it]
 47%|████▋     | 21578/46302 [22:53:03<26:13:06,  3.82s/it]
 47%|████▋     | 21579/46302 [22:53:07<26:12:30,  3.82s/it]
 47%|████▋     | 21580/46302 [22:53:11<26:12:12,  3.82s/it]
 47%|████▋     | 21581/46302 [22:53:15<26:11:27,  3.81s/it]
 47%|████▋     | 21582/46302 [22:53:19<26:11:12,  3.81s/it]
 47%|████▋     | 21583/46302 [22:53:22<26:11:29,  3.81s/it]
 47%|████▋     | 21584/46302 [22:53:26<26:11:30,  3.81s/it]
 47%|████▋     | 21585/46302 [22:53:30<26:11:40,  3.82s/it]
 47%|████▋     | 21586/46302 [22:53:34<26:11:51,  3.82s/it]
 47%|████▋     | 21587/46302 [22:53:38<26:11:45,  3.82s/it]
 47%|████▋     | 21588/46302 [22:53:41<26:12:00,  3.82s/it]
 47%|████▋     | 21589/46302 [22:53:45<26:11:55,  3.82s/it]
 47%|████▋     | 21590/46302 [22:53:49<26:12:09,  3.82s/it]
 47%|████▋     | 21591/46302 [22:53:53<26:11:54,  3.82s/it]
 47%|████▋     | 21592/46302 [22:53:57<26:12:13,  3.82s/it]
 47%|████▋     | 21593/46302 [22:54:01<26:12:55,  3.82s/it]
 47%|████▋     | 21594/46302 [22:54:04<26:12:12,  3.82s/it]
 47%|████▋     | 21595/46302 [22:54:08<26:11:48,  3.82s/it]
 47%|████▋     | 21596/46302 [22:54:12<26:11:07,  3.82s/it]
 47%|████▋     | 21597/46302 [22:54:16<26:10:54,  3.82s/it]
 47%|████▋     | 21598/46302 [22:54:20<26:10:56,  3.82s/it]
 47%|████▋     | 21599/46302 [22:54:23<26:11:15,  3.82s/it]
 47%|████▋     | 21600/46302 [22:54:27<26:11:12,  3.82s/it]
 47%|████▋     | 21601/46302 [22:54:31<26:11:18,  3.82s/it]
 47%|████▋     | 21602/46302 [22:54:35<26:11:05,  3.82s/it]
 47%|████▋     | 21603/46302 [22:54:39<26:11:04,  3.82s/it]
 47%|████▋     | 21604/46302 [22:54:43<26:10:56,  3.82s/it]
 47%|████▋     | 21605/46302 [22:54:46<26:11:00,  3.82s/it]
 47%|████▋     | 21606/46302 [22:54:50<26:10:42,  3.82s/it]
 47%|████▋     | 21607/46302 [22:54:54<26:10:35,  3.82s/it]
 47%|████▋     | 21608/46302 [22:54:58<26:10:26,  3.82s/it]
 47%|████▋     | 21609/46302 [22:55:02<26:10:30,  3.82s/it]
 47%|████▋     | 21610/46302 [22:55:05<26:10:30,  3.82s/it]
 47%|████▋     | 21611/46302 [22:55:09<26:10:14,  3.82s/it]
 47%|████▋     | 21612/46302 [22:55:13<26:10:13,  3.82s/it]
 47%|████▋     | 21613/46302 [22:55:17<26:10:10,  3.82s/it]
 47%|████▋     | 21614/46302 [22:55:21<26:09:57,  3.82s/it]
 47%|████▋     | 21615/46302 [22:55:25<26:10:13,  3.82s/it]
 47%|████▋     | 21616/46302 [22:55:28<26:09:29,  3.81s/it]
 47%|████▋     | 21617/46302 [22:55:32<26:09:44,  3.82s/it]
 47%|████▋     | 21618/46302 [22:55:36<26:09:47,  3.82s/it]
 47%|████▋     | 21619/46302 [22:55:40<26:09:59,  3.82s/it]
 47%|████▋     | 21620/46302 [22:55:44<26:10:12,  3.82s/it]
 47%|████▋     | 21621/46302 [22:55:47<26:10:00,  3.82s/it]
 47%|████▋     | 21622/46302 [22:55:51<26:10:03,  3.82s/it]
 47%|████▋     | 21623/46302 [22:55:55<26:10:14,  3.82s/it]
 47%|████▋     | 21624/46302 [22:55:59<26:09:58,  3.82s/it]
 47%|████▋     | 21625/46302 [22:56:03<26:09:33,  3.82s/it]
 47%|████▋     | 21626/46302 [22:56:06<26:09:41,  3.82s/it]
 47%|████▋     | 21627/46302 [22:56:10<26:09:41,  3.82s/it]
 47%|████▋     | 21628/46302 [22:56:14<26:09:22,  3.82s/it]
 47%|████▋     | 21629/46302 [22:56:18<26:08:37,  3.81s/it]
 47%|████▋     | 21630/46302 [22:56:22<26:09:10,  3.82s/it]
 47%|████▋     | 21631/46302 [22:56:26<26:09:45,  3.82s/it]
 47%|████▋     | 21632/46302 [22:56:29<26:09:49,  3.82s/it]
 47%|████▋     | 21633/46302 [22:56:33<26:09:07,  3.82s/it]
 47%|████▋     | 21634/46302 [22:56:37<26:09:06,  3.82s/it]
 47%|████▋     | 21635/46302 [22:56:41<26:09:18,  3.82s/it]
 47%|████▋     | 21636/46302 [22:56:45<26:09:04,  3.82s/it]
 47%|████▋     | 21637/46302 [22:56:48<26:09:14,  3.82s/it]
 47%|████▋     | 21638/46302 [22:56:52<26:09:07,  3.82s/it]
 47%|████▋     | 21639/46302 [22:56:56<26:08:46,  3.82s/it]
 47%|████▋     | 21640/46302 [22:57:00<26:08:38,  3.82s/it]
 47%|████▋     | 21641/46302 [22:57:04<26:08:21,  3.82s/it]
 47%|████▋     | 21642/46302 [22:57:08<26:08:09,  3.82s/it]
 47%|████▋     | 21643/46302 [22:57:11<26:08:40,  3.82s/it]
 47%|████▋     | 21644/46302 [22:57:15<26:08:36,  3.82s/it]
 47%|████▋     | 21645/46302 [22:57:19<26:08:17,  3.82s/it]
 47%|████▋     | 21646/46302 [22:57:23<26:08:03,  3.82s/it]
 47%|████▋     | 21647/46302 [22:57:27<26:08:07,  3.82s/it]
 47%|████▋     | 21648/46302 [22:57:30<26:08:16,  3.82s/it]
 47%|████▋     | 21649/46302 [22:57:34<26:08:28,  3.82s/it]
 47%|████▋     | 21650/46302 [22:57:38<26:08:17,  3.82s/it]
 47%|████▋     | 21651/46302 [22:57:42<26:07:46,  3.82s/it]
 47%|████▋     | 21652/46302 [22:57:46<26:07:52,  3.82s/it]
 47%|████▋     | 21653/46302 [22:57:50<26:07:40,  3.82s/it]
 47%|████▋     | 21654/46302 [22:57:53<26:08:07,  3.82s/it]
 47%|████▋     | 21655/46302 [22:57:57<26:08:15,  3.82s/it]
 47%|████▋     | 21656/46302 [22:58:01<26:07:54,  3.82s/it]
 47%|████▋     | 21657/46302 [22:58:05<26:07:34,  3.82s/it]
 47%|████▋     | 21658/46302 [22:58:09<26:07:13,  3.82s/it]
 47%|████▋     | 21659/46302 [22:58:12<26:07:04,  3.82s/it]
 47%|████▋     | 21660/46302 [22:58:16<26:06:58,  3.82s/it]
 47%|████▋     | 21661/46302 [22:58:20<26:06:41,  3.81s/it]
 47%|████▋     | 21662/46302 [22:58:24<26:06:36,  3.81s/it]
 47%|████▋     | 21663/46302 [22:58:28<26:07:06,  3.82s/it]
 47%|████▋     | 21664/46302 [22:58:32<26:07:17,  3.82s/it]
 47%|████▋     | 21665/46302 [22:58:35<26:07:19,  3.82s/it]
 47%|████▋     | 21666/46302 [22:58:39<26:07:08,  3.82s/it]
 47%|████▋     | 21667/46302 [22:58:43<26:07:39,  3.82s/it]
 47%|████▋     | 21668/46302 [22:58:47<26:06:59,  3.82s/it]
 47%|████▋     | 21669/46302 [22:58:51<26:07:00,  3.82s/it]
 47%|████▋     | 21670/46302 [22:58:54<26:06:43,  3.82s/it]
 47%|████▋     | 21671/46302 [22:58:58<26:06:39,  3.82s/it]
 47%|████▋     | 21672/46302 [22:59:02<26:07:00,  3.82s/it]
 47%|████▋     | 21673/46302 [22:59:06<26:06:58,  3.82s/it]
 47%|████▋     | 21674/46302 [22:59:10<26:07:06,  3.82s/it]
 47%|████▋     | 21675/46302 [22:59:14<26:06:40,  3.82s/it]
 47%|████▋     | 21676/46302 [22:59:17<26:06:52,  3.82s/it]
 47%|████▋     | 21677/46302 [22:59:21<26:06:41,  3.82s/it]
 47%|████▋     | 21678/46302 [22:59:25<26:06:12,  3.82s/it]
 47%|████▋     | 21679/46302 [22:59:29<26:06:05,  3.82s/it]
 47%|████▋     | 21680/46302 [22:59:33<26:05:48,  3.82s/it]
 47%|████▋     | 21681/46302 [22:59:36<26:06:22,  3.82s/it]
 47%|████▋     | 21682/46302 [22:59:40<26:06:06,  3.82s/it]
 47%|████▋     | 21683/46302 [22:59:44<26:04:58,  3.81s/it]
 47%|████▋     | 21684/46302 [22:59:48<26:05:25,  3.82s/it]
 47%|████▋     | 21685/46302 [22:59:52<26:05:12,  3.81s/it]
 47%|████▋     | 21686/46302 [22:59:55<26:05:08,  3.81s/it]
 47%|████▋     | 21687/46302 [22:59:59<26:04:52,  3.81s/it]
 47%|████▋     | 21688/46302 [23:00:03<26:05:12,  3.82s/it]
 47%|████▋     | 21689/46302 [23:00:07<26:05:52,  3.82s/it]
 47%|████▋     | 21690/46302 [23:00:11<26:05:55,  3.82s/it]
 47%|████▋     | 21691/46302 [23:00:15<26:05:50,  3.82s/it]
 47%|████▋     | 21692/46302 [23:00:18<26:05:10,  3.82s/it]
 47%|████▋     | 21693/46302 [23:00:22<26:05:12,  3.82s/it]
 47%|████▋     | 21694/46302 [23:00:26<26:05:31,  3.82s/it]
 47%|████▋     | 21695/46302 [23:00:30<26:05:36,  3.82s/it]
 47%|████▋     | 21696/46302 [23:00:34<26:05:55,  3.82s/it]
 47%|████▋     | 21697/46302 [23:00:37<26:06:09,  3.82s/it]
 47%|████▋     | 21698/46302 [23:00:41<26:05:11,  3.82s/it]
 47%|████▋     | 21699/46302 [23:00:45<26:05:02,  3.82s/it]
 47%|████▋     | 21700/46302 [23:00:49<26:05:15,  3.82s/it]
 47%|████▋     | 21701/46302 [23:00:53<26:04:50,  3.82s/it]
 47%|████▋     | 21702/46302 [23:00:57<26:04:59,  3.82s/it]
 47%|████▋     | 21703/46302 [23:01:00<26:04:53,  3.82s/it]
 47%|████▋     | 21704/46302 [23:01:04<26:04:57,  3.82s/it]
 47%|████▋     | 21705/46302 [23:01:08<26:05:16,  3.82s/it]
 47%|████▋     | 21706/46302 [23:01:12<26:05:20,  3.82s/it]
 47%|████▋     | 21707/46302 [23:01:16<26:05:04,  3.82s/it]
 47%|████▋     | 21708/46302 [23:01:19<26:04:45,  3.82s/it]
 47%|████▋     | 21709/46302 [23:01:23<26:05:03,  3.82s/it]
 47%|████▋     | 21710/46302 [23:01:27<26:04:20,  3.82s/it]
 47%|████▋     | 21711/46302 [23:01:31<26:04:12,  3.82s/it]
 47%|████▋     | 21712/46302 [23:01:35<26:03:50,  3.82s/it]
 47%|████▋     | 21713/46302 [23:01:39<26:04:21,  3.82s/it]
 47%|████▋     | 21714/46302 [23:01:42<26:04:13,  3.82s/it]
 47%|████▋     | 21715/46302 [23:01:46<26:04:09,  3.82s/it]
 47%|████▋     | 21716/46302 [23:01:50<26:04:08,  3.82s/it]
 47%|████▋     | 21717/46302 [23:01:54<26:04:15,  3.82s/it]
 47%|████▋     | 21718/46302 [23:01:58<26:03:52,  3.82s/it]
 47%|████▋     | 21719/46302 [23:02:01<26:03:21,  3.82s/it]
 47%|████▋     | 21720/46302 [23:02:05<26:02:57,  3.81s/it]
 47%|████▋     | 21721/46302 [23:02:09<26:02:44,  3.81s/it]
 47%|████▋     | 21722/46302 [23:02:13<26:02:45,  3.81s/it]
 47%|████▋     | 21723/46302 [23:02:17<26:02:39,  3.81s/it]
 47%|████▋     | 21724/46302 [23:02:21<26:02:49,  3.82s/it]
 47%|████▋     | 21725/46302 [23:02:24<26:01:22,  3.81s/it]
 47%|████▋     | 21726/46302 [23:02:28<26:02:04,  3.81s/it]
 47%|████▋     | 21727/46302 [23:02:32<26:02:32,  3.81s/it]
 47%|████▋     | 21728/46302 [23:02:36<26:02:33,  3.82s/it]
 47%|████▋     | 21729/46302 [23:02:40<26:02:36,  3.82s/it]
 47%|████▋     | 21730/46302 [23:02:43<26:02:35,  3.82s/it]
 47%|████▋     | 21731/46302 [23:02:47<26:02:21,  3.82s/it]
 47%|████▋     | 21732/46302 [23:02:51<26:02:06,  3.81s/it]
 47%|████▋     | 21733/46302 [23:02:55<26:02:16,  3.82s/it]
 47%|████▋     | 21734/46302 [23:02:59<26:02:30,  3.82s/it]
 47%|████▋     | 21735/46302 [23:03:02<26:02:45,  3.82s/it]
 47%|████▋     | 21736/46302 [23:03:06<26:02:13,  3.82s/it]
 47%|████▋     | 21737/46302 [23:03:10<26:01:56,  3.82s/it]
 47%|████▋     | 21738/46302 [23:03:14<26:01:52,  3.82s/it]
 47%|████▋     | 21739/46302 [23:03:18<26:01:50,  3.82s/it]
 47%|████▋     | 21740/46302 [23:03:22<26:01:51,  3.82s/it]
 47%|████▋     | 21741/46302 [23:03:25<26:02:12,  3.82s/it]
 47%|████▋     | 21742/46302 [23:03:29<26:01:44,  3.82s/it]
 47%|████▋     | 21743/46302 [23:03:33<26:01:26,  3.81s/it]
 47%|████▋     | 21744/46302 [23:03:37<26:01:49,  3.82s/it]
 47%|████▋     | 21745/46302 [23:03:41<26:01:47,  3.82s/it]
 47%|████▋     | 21746/46302 [23:03:44<26:01:55,  3.82s/it]
 47%|████▋     | 21747/46302 [23:03:48<26:01:33,  3.82s/it]
 47%|████▋     | 21748/46302 [23:03:52<26:01:14,  3.82s/it]
 47%|████▋     | 21749/46302 [23:03:56<26:01:11,  3.82s/it]
 47%|████▋     | 21750/46302 [23:04:00<26:00:53,  3.81s/it]
 47%|████▋     | 21751/46302 [23:04:04<26:01:26,  3.82s/it]
 47%|████▋     | 21752/46302 [23:04:07<26:01:42,  3.82s/it]
 47%|████▋     | 21753/46302 [23:04:11<26:02:05,  3.82s/it]
 47%|████▋     | 21754/46302 [23:04:15<26:01:45,  3.82s/it]
 47%|████▋     | 21755/46302 [23:04:19<26:01:59,  3.82s/it]
 47%|████▋     | 21756/46302 [23:04:23<26:01:28,  3.82s/it]
 47%|████▋     | 21757/46302 [23:04:26<26:01:19,  3.82s/it]
 47%|████▋     | 21758/46302 [23:04:30<26:01:22,  3.82s/it]
 47%|████▋     | 21759/46302 [23:04:34<26:01:33,  3.82s/it]
 47%|████▋     | 21760/46302 [23:04:38<26:01:36,  3.82s/it]
 47%|████▋     | 21761/46302 [23:04:42<26:01:13,  3.82s/it]
 47%|████▋     | 21762/46302 [23:04:46<26:01:00,  3.82s/it]
 47%|████▋     | 21763/46302 [23:04:49<26:01:03,  3.82s/it]
 47%|████▋     | 21764/46302 [23:04:53<26:01:24,  3.82s/it]
 47%|████▋     | 21765/46302 [23:04:57<26:01:10,  3.82s/it]
 47%|████▋     | 21766/46302 [23:05:01<26:00:48,  3.82s/it]
 47%|████▋     | 21767/46302 [23:05:05<26:00:23,  3.82s/it]
 47%|████▋     | 21768/46302 [23:05:08<26:00:03,  3.82s/it]
 47%|████▋     | 21769/46302 [23:05:12<26:00:29,  3.82s/it]
 47%|████▋     | 21770/46302 [23:05:16<26:00:06,  3.82s/it]
 47%|████▋     | 21771/46302 [23:05:20<26:00:12,  3.82s/it]
 47%|████▋     | 21772/46302 [23:05:24<26:00:27,  3.82s/it]
 47%|████▋     | 21773/46302 [23:05:27<26:00:42,  3.82s/it]
 47%|████▋     | 21774/46302 [23:05:31<26:00:18,  3.82s/it]
 47%|████▋     | 21775/46302 [23:05:35<26:00:18,  3.82s/it]
 47%|████▋     | 21776/46302 [23:05:39<25:59:54,  3.82s/it]
 47%|████▋     | 21777/46302 [23:05:43<25:59:59,  3.82s/it]
 47%|████▋     | 21778/46302 [23:05:47<26:00:13,  3.82s/it]
 47%|████▋     | 21779/46302 [23:05:50<26:00:21,  3.82s/it]
 47%|████▋     | 21780/46302 [23:05:54<25:59:53,  3.82s/it]
 47%|████▋     | 21781/46302 [23:05:58<25:59:58,  3.82s/it]
 47%|████▋     | 21782/46302 [23:06:02<25:59:48,  3.82s/it]
 47%|████▋     | 21783/46302 [23:06:06<25:59:49,  3.82s/it]
 47%|████▋     | 21784/46302 [23:06:09<26:00:01,  3.82s/it]
 47%|████▋     | 21785/46302 [23:06:13<25:59:59,  3.82s/it]
 47%|████▋     | 21786/46302 [23:06:17<26:00:00,  3.82s/it]
 47%|████▋     | 21787/46302 [23:06:21<25:59:44,  3.82s/it]
 47%|████▋     | 21788/46302 [23:06:25<25:59:26,  3.82s/it]
 47%|████▋     | 21789/46302 [23:06:29<25:59:19,  3.82s/it]
 47%|████▋     | 21790/46302 [23:06:32<25:59:17,  3.82s/it]
 47%|████▋     | 21791/46302 [23:06:36<25:59:31,  3.82s/it]
 47%|████▋     | 21792/46302 [23:06:40<25:59:29,  3.82s/it]
 47%|████▋     | 21793/46302 [23:06:44<25:59:09,  3.82s/it]
 47%|████▋     | 21794/46302 [23:06:48<25:59:03,  3.82s/it]
 47%|████▋     | 21795/46302 [23:06:51<25:59:21,  3.82s/it]
 47%|████▋     | 21796/46302 [23:06:55<25:58:54,  3.82s/it]
 47%|████▋     | 21797/46302 [23:06:59<25:59:06,  3.82s/it]
 47%|████▋     | 21798/46302 [23:07:03<25:59:02,  3.82s/it]
 47%|████▋     | 21799/46302 [23:07:07<25:58:43,  3.82s/it]
 47%|████▋     | 21800/46302 [23:07:11<25:58:38,  3.82s/it]
 47%|████▋     | 21801/46302 [23:07:14<25:58:43,  3.82s/it]
 47%|████▋     | 21802/46302 [23:07:18<25:58:44,  3.82s/it]
 47%|████▋     | 21803/46302 [23:07:22<25:59:06,  3.82s/it]
 47%|████▋     | 21804/46302 [23:07:26<25:58:53,  3.82s/it]
 47%|████▋     | 21805/46302 [23:07:30<25:58:33,  3.82s/it]
 47%|████▋     | 21806/46302 [23:07:33<25:58:37,  3.82s/it]
 47%|████▋     | 21807/46302 [23:07:37<25:58:26,  3.82s/it]
 47%|████▋     | 21808/46302 [23:07:41<25:58:10,  3.82s/it]
 47%|████▋     | 21809/46302 [23:07:45<25:58:25,  3.82s/it]
 47%|████▋     | 21810/46302 [23:07:49<25:57:58,  3.82s/it]
 47%|████▋     | 21811/46302 [23:07:53<25:58:32,  3.82s/it]
 47%|████▋     | 21812/46302 [23:07:56<25:58:27,  3.82s/it]
 47%|████▋     | 21813/46302 [23:08:00<25:58:29,  3.82s/it]
 47%|████▋     | 21814/46302 [23:08:04<25:58:32,  3.82s/it]
 47%|████▋     | 21815/46302 [23:08:08<25:58:46,  3.82s/it]
 47%|████▋     | 21816/46302 [23:08:12<25:58:42,  3.82s/it]
 47%|████▋     | 21817/46302 [23:08:15<25:58:15,  3.82s/it]
 47%|████▋     | 21818/46302 [23:08:19<25:58:21,  3.82s/it]
 47%|████▋     | 21819/46302 [23:08:23<25:58:30,  3.82s/it]
 47%|████▋     | 21820/46302 [23:08:27<25:58:25,  3.82s/it]
 47%|████▋     | 21821/46302 [23:08:31<25:58:54,  3.82s/it]
 47%|████▋     | 21822/46302 [23:08:35<25:58:23,  3.82s/it]
 47%|████▋     | 21823/46302 [23:08:38<25:58:05,  3.82s/it]
 47%|████▋     | 21824/46302 [23:08:42<25:57:38,  3.82s/it]
 47%|████▋     | 21825/46302 [23:08:46<25:58:00,  3.82s/it]
 47%|████▋     | 21826/46302 [23:08:50<25:57:48,  3.82s/it]
 47%|████▋     | 21827/46302 [23:08:54<25:57:57,  3.82s/it]
 47%|████▋     | 21828/46302 [23:08:57<25:57:46,  3.82s/it]
 47%|████▋     | 21829/46302 [23:09:01<25:57:47,  3.82s/it]
 47%|████▋     | 21830/46302 [23:09:05<25:57:42,  3.82s/it]
 47%|████▋     | 21831/46302 [23:09:09<25:57:52,  3.82s/it]
 47%|████▋     | 21832/46302 [23:09:13<25:57:27,  3.82s/it]
 47%|████▋     | 21833/46302 [23:09:17<25:56:58,  3.82s/it]
 47%|████▋     | 21834/46302 [23:09:20<25:56:53,  3.82s/it]
 47%|████▋     | 21835/46302 [23:09:24<25:57:35,  3.82s/it]
 47%|████▋     | 21836/46302 [23:09:28<25:57:13,  3.82s/it]
 47%|████▋     | 21837/46302 [23:09:32<25:57:05,  3.82s/it]
 47%|████▋     | 21838/46302 [23:09:36<25:57:08,  3.82s/it]
 47%|████▋     | 21839/46302 [23:09:39<25:57:00,  3.82s/it]
 47%|████▋     | 21840/46302 [23:09:43<25:56:42,  3.82s/it]
 47%|████▋     | 21841/46302 [23:09:47<25:56:46,  3.82s/it]
 47%|████▋     | 21842/46302 [23:09:51<25:56:48,  3.82s/it]
 47%|████▋     | 21843/46302 [23:09:55<25:56:53,  3.82s/it]
 47%|████▋     | 21844/46302 [23:09:59<25:57:06,  3.82s/it]
 47%|████▋     | 21845/46302 [23:10:02<25:57:10,  3.82s/it]
 47%|████▋     | 21846/46302 [23:10:06<25:57:02,  3.82s/it]
 47%|████▋     | 21847/46302 [23:10:10<25:57:04,  3.82s/it]
 47%|████▋     | 21848/46302 [23:10:14<25:56:30,  3.82s/it]
 47%|████▋     | 21849/46302 [23:10:18<25:56:13,  3.82s/it]
 47%|████▋     | 21850/46302 [23:10:21<25:55:43,  3.82s/it]
 47%|████▋     | 21851/46302 [23:10:25<25:55:36,  3.82s/it]
 47%|████▋     | 21852/46302 [23:10:29<25:55:43,  3.82s/it]
 47%|████▋     | 21853/46302 [23:10:33<25:55:43,  3.82s/it]
 47%|████▋     | 21854/46302 [23:10:37<25:56:01,  3.82s/it]
 47%|████▋     | 21855/46302 [23:10:41<25:56:22,  3.82s/it]
 47%|████▋     | 21856/46302 [23:10:44<25:55:49,  3.82s/it]
 47%|████▋     | 21857/46302 [23:10:48<25:55:32,  3.82s/it]
 47%|████▋     | 21858/46302 [23:10:52<25:55:03,  3.82s/it]
 47%|████▋     | 21859/46302 [23:10:56<25:55:11,  3.82s/it]
 47%|████▋     | 21860/46302 [23:11:00<25:55:08,  3.82s/it]
 47%|████▋     | 21861/46302 [23:11:03<25:54:05,  3.82s/it]
 47%|████▋     | 21862/46302 [23:11:07<25:54:23,  3.82s/it]
 47%|████▋     | 21863/46302 [23:11:11<25:55:05,  3.82s/it]
 47%|████▋     | 21864/46302 [23:11:15<25:55:04,  3.82s/it]
 47%|████▋     | 21865/46302 [23:11:19<25:55:41,  3.82s/it]
 47%|████▋     | 21866/46302 [23:11:23<25:55:30,  3.82s/it]
 47%|████▋     | 21867/46302 [23:11:26<25:55:17,  3.82s/it]
 47%|████▋     | 21868/46302 [23:11:30<25:54:55,  3.82s/it]
 47%|████▋     | 21869/46302 [23:11:34<25:55:07,  3.82s/it]
 47%|████▋     | 21870/46302 [23:11:38<25:54:50,  3.82s/it]
 47%|████▋     | 21871/46302 [23:11:42<25:54:17,  3.82s/it]
 47%|████▋     | 21872/46302 [23:11:45<25:54:29,  3.82s/it]
 47%|████▋     | 21873/46302 [23:11:49<25:54:41,  3.82s/it]
 47%|████▋     | 21874/46302 [23:11:53<25:54:34,  3.82s/it]
 47%|████▋     | 21875/46302 [23:11:57<25:55:18,  3.82s/it]
 47%|████▋     | 21876/46302 [23:12:01<25:55:02,  3.82s/it]
 47%|████▋     | 21877/46302 [23:12:05<25:54:58,  3.82s/it]
 47%|████▋     | 21878/46302 [23:12:08<25:54:37,  3.82s/it]
 47%|████▋     | 21879/46302 [23:12:12<25:54:26,  3.82s/it]
 47%|████▋     | 21880/46302 [23:12:16<25:54:17,  3.82s/it]
 47%|████▋     | 21881/46302 [23:12:20<25:54:17,  3.82s/it]
 47%|████▋     | 21882/46302 [23:12:24<25:54:23,  3.82s/it]
 47%|████▋     | 21883/46302 [23:12:28<25:54:24,  3.82s/it]
 47%|████▋     | 21884/46302 [23:12:31<25:54:09,  3.82s/it]
 47%|████▋     | 21885/46302 [23:12:35<25:54:07,  3.82s/it]
 47%|████▋     | 21886/46302 [23:12:39<25:53:47,  3.82s/it]
 47%|████▋     | 21887/46302 [23:12:43<25:53:34,  3.82s/it]
 47%|████▋     | 21888/46302 [23:12:47<25:53:50,  3.82s/it]
 47%|████▋     | 21889/46302 [23:12:50<25:54:06,  3.82s/it]
 47%|████▋     | 21890/46302 [23:12:54<25:53:44,  3.82s/it]
 47%|████▋     | 21891/46302 [23:12:58<25:53:37,  3.82s/it]
 47%|████▋     | 21892/46302 [23:13:02<25:53:01,  3.82s/it]
 47%|████▋     | 21893/46302 [23:13:06<25:53:03,  3.82s/it]
 47%|████▋     | 21894/46302 [23:13:10<25:53:09,  3.82s/it]
 47%|████▋     | 21895/46302 [23:13:13<25:53:18,  3.82s/it]
 47%|████▋     | 21896/46302 [23:13:17<25:53:04,  3.82s/it]
 47%|████▋     | 21897/46302 [23:13:21<25:53:41,  3.82s/it]
 47%|████▋     | 21898/46302 [23:13:25<25:52:52,  3.82s/it]
 47%|████▋     | 21899/46302 [23:13:29<25:52:50,  3.82s/it]
 47%|████▋     | 21900/46302 [23:13:32<25:52:48,  3.82s/it]
 47%|████▋     | 21901/46302 [23:13:36<25:52:33,  3.82s/it]
 47%|████▋     | 21902/46302 [23:13:40<25:52:29,  3.82s/it]
 47%|████▋     | 21903/46302 [23:13:44<25:52:25,  3.82s/it]
 47%|████▋     | 21904/46302 [23:13:48<25:51:47,  3.82s/it]
 47%|████▋     | 21905/46302 [23:13:51<25:51:57,  3.82s/it]
 47%|████▋     | 21906/46302 [23:13:55<25:51:53,  3.82s/it]
 47%|████▋     | 21907/46302 [23:13:59<25:52:20,  3.82s/it]
 47%|████▋     | 21908/46302 [23:14:03<25:52:08,  3.82s/it]
 47%|████▋     | 21909/46302 [23:14:07<25:52:00,  3.82s/it]
 47%|████▋     | 21910/46302 [23:14:11<25:52:15,  3.82s/it]
 47%|████▋     | 21911/46302 [23:14:14<25:52:28,  3.82s/it]
 47%|████▋     | 21912/46302 [23:14:18<25:52:01,  3.82s/it]
 47%|████▋     | 21913/46302 [23:14:22<25:51:59,  3.82s/it]
 47%|████▋     | 21914/46302 [23:14:26<25:51:50,  3.82s/it]
 47%|████▋     | 21915/46302 [23:14:30<25:52:04,  3.82s/it]
 47%|████▋     | 21916/46302 [23:14:34<25:51:59,  3.82s/it]
 47%|████▋     | 21917/46302 [23:14:37<25:52:03,  3.82s/it]
 47%|████▋     | 21918/46302 [23:14:41<25:50:31,  3.82s/it]
 47%|████▋     | 21919/46302 [23:14:45<25:51:02,  3.82s/it]
 47%|████▋     | 21920/46302 [23:14:49<25:49:18,  3.81s/it]
 47%|████▋     | 21921/46302 [23:14:53<25:49:44,  3.81s/it]
 47%|████▋     | 21922/46302 [23:14:56<25:50:25,  3.82s/it]
 47%|████▋     | 21923/46302 [23:15:00<25:50:11,  3.82s/it]
 47%|████▋     | 21924/46302 [23:15:04<25:50:43,  3.82s/it]
 47%|████▋     | 21925/46302 [23:15:08<25:50:09,  3.82s/it]
 47%|████▋     | 21926/46302 [23:15:12<25:49:54,  3.81s/it]
 47%|████▋     | 21927/46302 [23:15:15<25:50:04,  3.82s/it]
 47%|████▋     | 21928/46302 [23:15:19<25:50:21,  3.82s/it]
 47%|████▋     | 21929/46302 [23:15:23<25:50:25,  3.82s/it]
 47%|████▋     | 21930/46302 [23:15:27<25:50:11,  3.82s/it]
 47%|████▋     | 21931/46302 [23:15:31<25:49:55,  3.82s/it]
 47%|████▋     | 21932/46302 [23:15:35<25:50:04,  3.82s/it]
 47%|████▋     | 21933/46302 [23:15:38<25:50:27,  3.82s/it]
 47%|████▋     | 21934/46302 [23:15:42<25:50:14,  3.82s/it]
 47%|████▋     | 21935/46302 [23:15:46<25:50:00,  3.82s/it]
 47%|████▋     | 21936/46302 [23:15:50<25:49:56,  3.82s/it]
 47%|████▋     | 21937/46302 [23:15:54<25:50:00,  3.82s/it]
 47%|████▋     | 21938/46302 [23:15:57<25:49:51,  3.82s/it]
 47%|████▋     | 21939/46302 [23:16:01<25:49:58,  3.82s/it]
 47%|████▋     | 21940/46302 [23:16:05<25:49:43,  3.82s/it]
 47%|████▋     | 21941/46302 [23:16:09<25:49:52,  3.82s/it]
 47%|████▋     | 21942/46302 [23:16:13<25:49:56,  3.82s/it]
 47%|████▋     | 21943/46302 [23:16:17<25:50:02,  3.82s/it]
 47%|████▋     | 21944/46302 [23:16:20<25:49:31,  3.82s/it]
 47%|████▋     | 21945/46302 [23:16:24<25:49:17,  3.82s/it]
 47%|████▋     | 21946/46302 [23:16:28<25:49:18,  3.82s/it]
 47%|████▋     | 21947/46302 [23:16:32<25:49:34,  3.82s/it]
 47%|████▋     | 21948/46302 [23:16:36<25:49:29,  3.82s/it]
 47%|████▋     | 21949/46302 [23:16:39<25:49:43,  3.82s/it]
 47%|████▋     | 21950/46302 [23:16:43<25:49:31,  3.82s/it]
 47%|████▋     | 21951/46302 [23:16:47<25:49:41,  3.82s/it]
 47%|████▋     | 21952/46302 [23:16:51<25:49:16,  3.82s/it]
 47%|████▋     | 21953/46302 [23:16:55<25:49:16,  3.82s/it]
 47%|████▋     | 21954/46302 [23:16:59<25:49:12,  3.82s/it]
 47%|████▋     | 21955/46302 [23:17:02<25:48:50,  3.82s/it]
 47%|████▋     | 21956/46302 [23:17:06<25:48:50,  3.82s/it]
 47%|████▋     | 21957/46302 [23:17:10<25:49:11,  3.82s/it]
 47%|████▋     | 21958/46302 [23:17:14<25:49:00,  3.82s/it]
 47%|████▋     | 21959/46302 [23:17:18<25:49:09,  3.82s/it]
 47%|████▋     | 21960/46302 [23:17:21<25:48:57,  3.82s/it]
 47%|████▋     | 21961/46302 [23:17:25<25:48:48,  3.82s/it]
 47%|████▋     | 21962/46302 [23:17:29<25:48:28,  3.82s/it]
 47%|████▋     | 21963/46302 [23:17:33<25:48:36,  3.82s/it]
 47%|████▋     | 21964/46302 [23:17:37<25:48:11,  3.82s/it]
 47%|████▋     | 21965/46302 [23:17:41<25:48:31,  3.82s/it]
 47%|████▋     | 21966/46302 [23:17:44<25:48:44,  3.82s/it]
 47%|████▋     | 21967/46302 [23:17:48<25:49:16,  3.82s/it]
 47%|████▋     | 21968/46302 [23:17:52<25:49:10,  3.82s/it]
 47%|████▋     | 21969/46302 [23:17:56<25:48:47,  3.82s/it]
 47%|████▋     | 21970/46302 [23:18:00<25:48:23,  3.82s/it]
 47%|████▋     | 21971/46302 [23:18:03<25:48:39,  3.82s/it]
 47%|████▋     | 21972/46302 [23:18:07<25:48:20,  3.82s/it]
 47%|████▋     | 21973/46302 [23:18:11<25:48:16,  3.82s/it]
 47%|████▋     | 21974/46302 [23:18:15<25:48:30,  3.82s/it]
 47%|████▋     | 21975/46302 [23:18:19<25:48:56,  3.82s/it]
 47%|████▋     | 21976/46302 [23:18:23<25:48:03,  3.82s/it]
 47%|████▋     | 21977/46302 [23:18:26<25:47:46,  3.82s/it]
 47%|████▋     | 21978/46302 [23:18:30<25:47:32,  3.82s/it]
 47%|████▋     | 21979/46302 [23:18:34<25:47:40,  3.82s/it]
 47%|████▋     | 21980/46302 [23:18:38<25:47:19,  3.82s/it]
 47%|████▋     | 21981/46302 [23:18:42<25:47:14,  3.82s/it]
 47%|████▋     | 21982/46302 [23:18:45<25:46:53,  3.82s/it]
 47%|████▋     | 21983/46302 [23:18:49<25:45:45,  3.81s/it]
 47%|████▋     | 21984/46302 [23:18:53<25:45:26,  3.81s/it]
 47%|████▋     | 21985/46302 [23:18:57<25:46:22,  3.82s/it]
 47%|████▋     | 21986/46302 [23:19:01<25:46:02,  3.81s/it]
 47%|████▋     | 21987/46302 [23:19:05<25:46:13,  3.82s/it]
 47%|████▋     | 21988/46302 [23:19:08<25:46:26,  3.82s/it]
 47%|████▋     | 21989/46302 [23:19:12<25:46:27,  3.82s/it]
 47%|████▋     | 21990/46302 [23:19:16<25:46:22,  3.82s/it]
 47%|████▋     | 21991/46302 [23:19:20<25:46:45,  3.82s/it]
 47%|████▋     | 21992/46302 [23:19:24<25:46:53,  3.82s/it]
 47%|████▋     | 21993/46302 [23:19:27<25:47:13,  3.82s/it]
 48%|████▊     | 21994/46302 [23:19:31<25:46:24,  3.82s/it]
 48%|████▊     | 21995/46302 [23:19:35<25:46:50,  3.82s/it]
 48%|████▊     | 21996/46302 [23:19:39<25:46:23,  3.82s/it]
 48%|████▊     | 21997/46302 [23:19:43<25:46:21,  3.82s/it]
 48%|████▊     | 21998/46302 [23:19:47<25:46:26,  3.82s/it]
 48%|████▊     | 21999/46302 [23:19:50<25:46:31,  3.82s/it]
 48%|████▊     | 22000/46302 [23:19:54<25:46:43,  3.82s/it]
                                                           
{'loss': 3.2555, 'learning_rate': 0.0026822215354730477, 'epoch': 0.48}

 48%|████▊     | 22000/46302 [23:19:54<25:46:43,  3.82s/it]
 48%|████▊     | 22001/46302 [23:19:58<25:47:26,  3.82s/it]
 48%|████▊     | 22002/46302 [23:20:02<25:46:56,  3.82s/it]
 48%|████▊     | 22003/46302 [23:20:06<25:47:02,  3.82s/it]
 48%|████▊     | 22004/46302 [23:20:09<25:46:24,  3.82s/it]
 48%|████▊     | 22005/46302 [23:20:13<25:46:03,  3.82s/it]
 48%|████▊     | 22006/46302 [23:20:17<25:46:15,  3.82s/it]
 48%|████▊     | 22007/46302 [23:20:21<25:46:25,  3.82s/it]
 48%|████▊     | 22008/46302 [23:20:25<25:46:14,  3.82s/it]
 48%|████▊     | 22009/46302 [23:20:29<25:46:12,  3.82s/it]
 48%|████▊     | 22010/46302 [23:20:32<25:46:28,  3.82s/it]
 48%|████▊     | 22011/46302 [23:20:36<25:46:40,  3.82s/it]
 48%|████▊     | 22012/46302 [23:20:40<25:46:05,  3.82s/it]
 48%|████▊     | 22013/46302 [23:20:44<25:45:28,  3.82s/it]
 48%|████▊     | 22014/46302 [23:20:48<25:45:31,  3.82s/it]
 48%|████▊     | 22015/46302 [23:20:51<25:45:29,  3.82s/it]
 48%|████▊     | 22016/46302 [23:20:55<25:45:28,  3.82s/it]
 48%|████▊     | 22017/46302 [23:20:59<25:45:07,  3.82s/it]
 48%|████▊     | 22018/46302 [23:21:03<25:45:11,  3.82s/it]
 48%|████▊     | 22019/46302 [23:21:07<25:45:17,  3.82s/it]
 48%|████▊     | 22020/46302 [23:21:11<25:45:03,  3.82s/it]
 48%|████▊     | 22021/46302 [23:21:14<25:44:48,  3.82s/it]
 48%|████▊     | 22022/46302 [23:21:18<25:44:49,  3.82s/it]
 48%|████▊     | 22023/46302 [23:21:22<25:44:48,  3.82s/it]
 48%|████▊     | 22024/46302 [23:21:26<25:44:57,  3.82s/it]
 48%|████▊     | 22025/46302 [23:21:30<25:44:27,  3.82s/it]
 48%|████▊     | 22026/46302 [23:21:33<25:44:01,  3.82s/it]
 48%|████▊     | 22027/46302 [23:21:37<25:44:06,  3.82s/it]
 48%|████▊     | 22028/46302 [23:21:41<25:44:05,  3.82s/it]
 48%|████▊     | 22029/46302 [23:21:45<25:44:01,  3.82s/it]
 48%|████▊     | 22030/46302 [23:21:49<25:44:27,  3.82s/it]
 48%|████▊     | 22031/46302 [23:21:53<25:44:33,  3.82s/it]
 48%|████▊     | 22032/46302 [23:21:56<25:44:15,  3.82s/it]
 48%|████▊     | 22033/46302 [23:22:00<25:44:07,  3.82s/it]
 48%|████▊     | 22034/46302 [23:22:04<25:44:24,  3.82s/it]
 48%|████▊     | 22035/46302 [23:22:08<25:44:11,  3.82s/it]
 48%|████▊     | 22036/46302 [23:22:12<25:44:38,  3.82s/it]
 48%|████▊     | 22037/46302 [23:22:15<25:43:56,  3.82s/it]
 48%|████▊     | 22038/46302 [23:22:19<25:43:38,  3.82s/it]
 48%|████▊     | 22039/46302 [23:22:23<25:43:27,  3.82s/it]
 48%|████▊     | 22040/46302 [23:22:27<25:43:13,  3.82s/it]
 48%|████▊     | 22041/46302 [23:22:31<25:43:48,  3.82s/it]
 48%|████▊     | 22042/46302 [23:22:34<25:43:32,  3.82s/it]
 48%|████▊     | 22043/46302 [23:22:38<25:43:09,  3.82s/it]
 48%|████▊     | 22044/46302 [23:22:42<25:42:59,  3.82s/it]
 48%|████▊     | 22045/46302 [23:22:46<25:42:55,  3.82s/it]
 48%|████▊     | 22046/46302 [23:22:50<25:43:01,  3.82s/it]
 48%|████▊     | 22047/46302 [23:22:54<25:43:15,  3.82s/it]
 48%|████▊     | 22048/46302 [23:22:57<25:43:40,  3.82s/it]
 48%|████▊     | 22049/46302 [23:23:01<25:43:39,  3.82s/it]
 48%|████▊     | 22050/46302 [23:23:05<25:43:40,  3.82s/it]
 48%|████▊     | 22051/46302 [23:23:09<25:43:14,  3.82s/it]
 48%|████▊     | 22052/46302 [23:23:13<25:43:21,  3.82s/it]
 48%|████▊     | 22053/46302 [23:23:16<25:42:55,  3.82s/it]
 48%|████▊     | 22054/46302 [23:23:20<25:42:54,  3.82s/it]
 48%|████▊     | 22055/46302 [23:23:24<25:42:53,  3.82s/it]
 48%|████▊     | 22056/46302 [23:23:28<25:43:11,  3.82s/it]
 48%|████▊     | 22057/46302 [23:23:32<25:42:58,  3.82s/it]
 48%|████▊     | 22058/46302 [23:23:36<25:43:06,  3.82s/it]
 48%|████▊     | 22059/46302 [23:23:39<25:43:16,  3.82s/it]
 48%|████▊     | 22060/46302 [23:23:43<25:43:37,  3.82s/it]
 48%|████▊     | 22061/46302 [23:23:47<25:42:43,  3.82s/it]
 48%|████▊     | 22062/46302 [23:23:51<25:41:38,  3.82s/it]
 48%|████▊     | 22063/46302 [23:23:55<25:41:50,  3.82s/it]
 48%|████▊     | 22064/46302 [23:23:58<25:41:57,  3.82s/it]
 48%|████▊     | 22065/46302 [23:24:02<25:42:10,  3.82s/it]
 48%|████▊     | 22066/46302 [23:24:06<25:42:15,  3.82s/it]
 48%|████▊     | 22067/46302 [23:24:10<25:42:10,  3.82s/it]
 48%|████▊     | 22068/46302 [23:24:14<25:41:51,  3.82s/it]
 48%|████▊     | 22069/46302 [23:24:18<25:41:47,  3.82s/it]
 48%|████▊     | 22070/46302 [23:24:21<25:41:38,  3.82s/it]
 48%|████▊     | 22071/46302 [23:24:25<25:41:36,  3.82s/it]
 48%|████▊     | 22072/46302 [23:24:29<25:42:01,  3.82s/it]
 48%|████▊     | 22073/46302 [23:24:33<25:41:55,  3.82s/it]
 48%|████▊     | 22074/46302 [23:24:37<25:41:18,  3.82s/it]
 48%|████▊     | 22075/46302 [23:24:40<25:41:12,  3.82s/it]
 48%|████▊     | 22076/46302 [23:24:44<25:41:00,  3.82s/it]
 48%|████▊     | 22077/46302 [23:24:48<25:39:59,  3.81s/it]
 48%|████▊     | 22078/46302 [23:24:52<25:40:20,  3.82s/it]
 48%|████▊     | 22079/46302 [23:24:56<25:40:23,  3.82s/it]
 48%|████▊     | 22080/46302 [23:25:00<25:40:27,  3.82s/it]
 48%|████▊     | 22081/46302 [23:25:03<25:40:18,  3.82s/it]
 48%|████▊     | 22082/46302 [23:25:07<25:40:19,  3.82s/it]
 48%|████▊     | 22083/46302 [23:25:11<25:40:36,  3.82s/it]
 48%|████▊     | 22084/46302 [23:25:15<25:40:45,  3.82s/it]
 48%|████▊     | 22085/46302 [23:25:19<25:40:34,  3.82s/it]
 48%|████▊     | 22086/46302 [23:25:22<25:40:28,  3.82s/it]
 48%|████▊     | 22087/46302 [23:25:26<25:40:24,  3.82s/it]
 48%|████▊     | 22088/46302 [23:25:30<25:40:10,  3.82s/it]
 48%|████▊     | 22089/46302 [23:25:34<25:39:57,  3.82s/it]
 48%|████▊     | 22090/46302 [23:25:38<25:39:40,  3.82s/it]
 48%|████▊     | 22091/46302 [23:25:42<25:39:47,  3.82s/it]
 48%|████▊     | 22092/46302 [23:25:45<25:40:20,  3.82s/it]
 48%|████▊     | 22093/46302 [23:25:49<25:40:32,  3.82s/it]
 48%|████▊     | 22094/46302 [23:25:53<25:40:33,  3.82s/it]
 48%|████▊     | 22095/46302 [23:25:57<25:40:12,  3.82s/it]
 48%|████▊     | 22096/46302 [23:26:01<25:40:10,  3.82s/it]
 48%|████▊     | 22097/46302 [23:26:04<25:40:02,  3.82s/it]
 48%|████▊     | 22098/46302 [23:26:08<25:39:32,  3.82s/it]
 48%|████▊     | 22099/46302 [23:26:12<25:39:01,  3.82s/it]
 48%|████▊     | 22100/46302 [23:26:16<25:38:47,  3.81s/it]
 48%|████▊     | 22101/46302 [23:26:20<25:39:16,  3.82s/it]
 48%|████▊     | 22102/46302 [23:26:24<25:39:44,  3.82s/it]
 48%|████▊     | 22103/46302 [23:26:27<25:39:19,  3.82s/it]
 48%|████▊     | 22104/46302 [23:26:31<25:39:23,  3.82s/it]
 48%|████▊     | 22105/46302 [23:26:35<25:38:36,  3.82s/it]
 48%|████▊     | 22106/46302 [23:26:39<25:39:24,  3.82s/it]
 48%|████▊     | 22107/46302 [23:26:43<25:39:10,  3.82s/it]
 48%|████▊     | 22108/46302 [23:26:46<25:39:17,  3.82s/it]
 48%|████▊     | 22109/46302 [23:26:50<25:39:03,  3.82s/it]
 48%|████▊     | 22110/46302 [23:26:54<25:39:04,  3.82s/it]
 48%|████▊     | 22111/46302 [23:26:58<25:38:37,  3.82s/it]
 48%|████▊     | 22112/46302 [23:27:02<25:39:12,  3.82s/it]
 48%|████▊     | 22113/46302 [23:27:06<25:39:26,  3.82s/it]
 48%|████▊     | 22114/46302 [23:27:09<25:39:36,  3.82s/it]
 48%|████▊     | 22115/46302 [23:27:13<25:39:30,  3.82s/it]
 48%|████▊     | 22116/46302 [23:27:17<25:39:39,  3.82s/it]
 48%|████▊     | 22117/46302 [23:27:21<25:38:57,  3.82s/it]
 48%|████▊     | 22118/46302 [23:27:25<25:38:50,  3.82s/it]
 48%|████▊     | 22119/46302 [23:27:28<25:38:29,  3.82s/it]
 48%|████▊     | 22120/46302 [23:27:32<25:38:12,  3.82s/it]
 48%|████▊     | 22121/46302 [23:27:36<25:37:51,  3.82s/it]
 48%|████▊     | 22122/46302 [23:27:40<25:37:53,  3.82s/it]
 48%|████▊     | 22123/46302 [23:27:44<25:37:51,  3.82s/it]
 48%|████▊     | 22124/46302 [23:27:48<25:38:03,  3.82s/it]
 48%|████▊     | 22125/46302 [23:27:51<25:38:15,  3.82s/it]
 48%|████▊     | 22126/46302 [23:27:55<25:38:02,  3.82s/it]
 48%|████▊     | 22127/46302 [23:27:59<25:38:00,  3.82s/it]
 48%|████▊     | 22128/46302 [23:28:03<25:38:02,  3.82s/it]
 48%|████▊     | 22129/46302 [23:28:07<25:37:53,  3.82s/it]
 48%|████▊     | 22130/46302 [23:28:10<25:37:58,  3.82s/it]
 48%|████▊     | 22131/46302 [23:28:14<25:38:06,  3.82s/it]
 48%|████▊     | 22132/46302 [23:28:18<25:38:00,  3.82s/it]
 48%|████▊     | 22133/46302 [23:28:22<25:38:25,  3.82s/it]
 48%|████▊     | 22134/46302 [23:28:26<25:38:07,  3.82s/it]
 48%|████▊     | 22135/46302 [23:28:30<25:37:35,  3.82s/it]
 48%|████▊     | 22136/46302 [23:28:33<25:37:41,  3.82s/it]
 48%|████▊     | 22137/46302 [23:28:37<25:37:20,  3.82s/it]
 48%|████▊     | 22138/46302 [23:28:41<25:37:14,  3.82s/it]
 48%|████▊     | 22139/46302 [23:28:45<25:36:54,  3.82s/it]
 48%|████▊     | 22140/46302 [23:28:49<25:36:55,  3.82s/it]
 48%|████▊     | 22141/46302 [23:28:52<25:36:48,  3.82s/it]
 48%|████▊     | 22142/46302 [23:28:56<25:37:12,  3.82s/it]
 48%|████▊     | 22143/46302 [23:29:00<25:37:16,  3.82s/it]
 48%|████▊     | 22144/46302 [23:29:04<25:37:04,  3.82s/it]
 48%|████▊     | 22145/46302 [23:29:08<25:37:25,  3.82s/it]
 48%|████▊     | 22146/46302 [23:29:11<25:37:00,  3.82s/it]
 48%|████▊     | 22147/46302 [23:29:15<25:36:51,  3.82s/it]
 48%|████▊     | 22148/46302 [23:29:19<25:36:33,  3.82s/it]
 48%|████▊     | 22149/46302 [23:29:23<25:36:38,  3.82s/it]
 48%|████▊     | 22150/46302 [23:29:27<25:36:40,  3.82s/it]
 48%|████▊     | 22151/46302 [23:29:31<25:36:09,  3.82s/it]
 48%|████▊     | 22152/46302 [23:29:34<25:36:15,  3.82s/it]
 48%|████▊     | 22153/46302 [23:29:38<25:36:11,  3.82s/it]
 48%|████▊     | 22154/46302 [23:29:42<25:36:30,  3.82s/it]
 48%|████▊     | 22155/46302 [23:29:46<25:36:06,  3.82s/it]
 48%|████▊     | 22156/46302 [23:29:50<25:35:56,  3.82s/it]
 48%|████▊     | 22157/46302 [23:29:53<25:35:47,  3.82s/it]
 48%|████▊     | 22158/46302 [23:29:57<25:35:29,  3.82s/it]
 48%|████▊     | 22159/46302 [23:30:01<25:35:16,  3.82s/it]
 48%|████▊     | 22160/46302 [23:30:05<25:35:17,  3.82s/it]
 48%|████▊     | 22161/46302 [23:30:09<25:35:41,  3.82s/it]
 48%|████▊     | 22162/46302 [23:30:13<25:35:25,  3.82s/it]
 48%|████▊     | 22163/46302 [23:30:16<25:35:37,  3.82s/it]
 48%|████▊     | 22164/46302 [23:30:20<25:35:56,  3.82s/it]
 48%|████▊     | 22165/46302 [23:30:24<25:35:46,  3.82s/it]
 48%|████▊     | 22166/46302 [23:30:28<25:36:00,  3.82s/it]
 48%|████▊     | 22167/46302 [23:30:32<25:36:03,  3.82s/it]
 48%|████▊     | 22168/46302 [23:30:35<25:35:48,  3.82s/it]
 48%|████▊     | 22169/46302 [23:30:39<25:35:51,  3.82s/it]
 48%|████▊     | 22170/46302 [23:30:43<25:35:42,  3.82s/it]
 48%|████▊     | 22171/46302 [23:30:47<25:35:24,  3.82s/it]
 48%|████▊     | 22172/46302 [23:30:51<25:35:42,  3.82s/it]
 48%|████▊     | 22173/46302 [23:30:55<25:35:38,  3.82s/it]
 48%|████▊     | 22174/46302 [23:30:58<25:35:26,  3.82s/it]
 48%|████▊     | 22175/46302 [23:31:02<25:35:08,  3.82s/it]
 48%|████▊     | 22176/46302 [23:31:06<25:35:04,  3.82s/it]
 48%|████▊     | 22177/46302 [23:31:10<25:35:14,  3.82s/it]
 48%|████▊     | 22178/46302 [23:31:14<25:34:55,  3.82s/it]
 48%|████▊     | 22179/46302 [23:31:17<25:35:10,  3.82s/it]
 48%|████▊     | 22180/46302 [23:31:21<25:35:43,  3.82s/it]
 48%|████▊     | 22181/46302 [23:31:25<25:34:46,  3.82s/it]
 48%|████▊     | 22182/46302 [23:31:29<25:34:57,  3.82s/it]
 48%|████▊     | 22183/46302 [23:31:33<25:34:46,  3.82s/it]
 48%|████▊     | 22184/46302 [23:31:37<25:34:29,  3.82s/it]
 48%|████▊     | 22185/46302 [23:31:40<25:33:46,  3.82s/it]
 48%|████▊     | 22186/46302 [23:31:44<25:34:00,  3.82s/it]
 48%|████▊     | 22187/46302 [23:31:48<25:34:03,  3.82s/it]
 48%|████▊     | 22188/46302 [23:31:52<25:32:44,  3.81s/it]
 48%|████▊     | 22189/46302 [23:31:56<25:33:41,  3.82s/it]
 48%|████▊     | 22190/46302 [23:31:59<25:33:50,  3.82s/it]
 48%|████▊     | 22191/46302 [23:32:03<25:34:02,  3.82s/it]
 48%|████▊     | 22192/46302 [23:32:07<25:34:26,  3.82s/it]
 48%|████▊     | 22193/46302 [23:32:11<25:34:36,  3.82s/it]
 48%|████▊     | 22194/46302 [23:32:15<25:34:39,  3.82s/it]
 48%|████▊     | 22195/46302 [23:32:19<25:34:46,  3.82s/it]
 48%|████▊     | 22196/46302 [23:32:22<25:34:08,  3.82s/it]
 48%|████▊     | 22197/46302 [23:32:26<25:34:18,  3.82s/it]
 48%|████▊     | 22198/46302 [23:32:30<25:33:54,  3.82s/it]
 48%|████▊     | 22199/46302 [23:32:34<25:34:17,  3.82s/it]
 48%|████▊     | 22200/46302 [23:32:38<25:33:43,  3.82s/it]
 48%|████▊     | 22201/46302 [23:32:41<25:33:29,  3.82s/it]
 48%|████▊     | 22202/46302 [23:32:45<25:33:58,  3.82s/it]
 48%|████▊     | 22203/46302 [23:32:49<25:34:08,  3.82s/it]
 48%|████▊     | 22204/46302 [23:32:53<25:34:26,  3.82s/it]
 48%|████▊     | 22205/46302 [23:32:57<25:34:11,  3.82s/it]
 48%|████▊     | 22206/46302 [23:33:01<25:33:40,  3.82s/it]
 48%|████▊     | 22207/46302 [23:33:04<25:33:17,  3.82s/it]
 48%|████▊     | 22208/46302 [23:33:08<25:33:19,  3.82s/it]
 48%|████▊     | 22209/46302 [23:33:12<25:32:52,  3.82s/it]
 48%|████▊     | 22210/46302 [23:33:16<25:32:57,  3.82s/it]
 48%|████▊     | 22211/46302 [23:33:20<25:32:27,  3.82s/it]
 48%|████▊     | 22212/46302 [23:33:23<25:32:19,  3.82s/it]
 48%|████▊     | 22213/46302 [23:33:27<25:31:34,  3.81s/it]
 48%|████▊     | 22214/46302 [23:33:31<25:32:10,  3.82s/it]
 48%|████▊     | 22215/46302 [23:33:35<25:32:21,  3.82s/it]
 48%|████▊     | 22216/46302 [23:33:39<25:32:58,  3.82s/it]
 48%|████▊     | 22217/46302 [23:33:43<25:32:40,  3.82s/it]
 48%|████▊     | 22218/46302 [23:33:46<25:32:43,  3.82s/it]
 48%|████▊     | 22219/46302 [23:33:50<25:32:41,  3.82s/it]
 48%|████▊     | 22220/46302 [23:33:54<25:33:02,  3.82s/it]
 48%|████▊     | 22221/46302 [23:33:58<25:32:58,  3.82s/it]
 48%|████▊     | 22222/46302 [23:34:02<25:32:59,  3.82s/it]
 48%|████▊     | 22223/46302 [23:34:05<25:32:32,  3.82s/it]
 48%|████▊     | 22224/46302 [23:34:09<25:32:34,  3.82s/it]
 48%|████▊     | 22225/46302 [23:34:13<25:33:01,  3.82s/it]
 48%|████▊     | 22226/46302 [23:34:17<25:32:35,  3.82s/it]
 48%|████▊     | 22227/46302 [23:34:21<25:32:00,  3.82s/it]
 48%|████▊     | 22228/46302 [23:34:25<25:32:26,  3.82s/it]
 48%|████▊     | 22229/46302 [23:34:28<25:32:09,  3.82s/it]
 48%|████▊     | 22230/46302 [23:34:32<25:32:02,  3.82s/it]
 48%|████▊     | 22231/46302 [23:34:36<25:32:12,  3.82s/it]
 48%|████▊     | 22232/46302 [23:34:40<25:32:39,  3.82s/it]
 48%|████▊     | 22233/46302 [23:34:44<25:32:30,  3.82s/it]
 48%|████▊     | 22234/46302 [23:34:47<25:32:10,  3.82s/it]
 48%|████▊     | 22235/46302 [23:34:51<25:31:40,  3.82s/it]
 48%|████▊     | 22236/46302 [23:34:55<25:31:03,  3.82s/it]
 48%|████▊     | 22237/46302 [23:34:59<25:31:08,  3.82s/it]
 48%|████▊     | 22238/46302 [23:35:03<25:31:47,  3.82s/it]
 48%|████▊     | 22239/46302 [23:35:07<25:31:23,  3.82s/it]
 48%|████▊     | 22240/46302 [23:35:10<25:31:30,  3.82s/it]
 48%|████▊     | 22241/46302 [23:35:14<25:31:40,  3.82s/it]
 48%|████▊     | 22242/46302 [23:35:18<25:31:37,  3.82s/it]
 48%|████▊     | 22243/46302 [23:35:22<25:31:03,  3.82s/it]
 48%|████▊     | 22244/46302 [23:35:26<25:30:51,  3.82s/it]
 48%|████▊     | 22245/46302 [23:35:29<25:30:44,  3.82s/it]
 48%|████▊     | 22246/46302 [23:35:33<25:30:34,  3.82s/it]
 48%|████▊     | 22247/46302 [23:35:37<25:30:54,  3.82s/it]
 48%|████▊     | 22248/46302 [23:35:41<25:30:37,  3.82s/it]
 48%|████▊     | 22249/46302 [23:35:45<25:30:10,  3.82s/it]
 48%|████▊     | 22250/46302 [23:35:49<25:29:54,  3.82s/it]
 48%|████▊     | 22251/46302 [23:35:52<25:30:05,  3.82s/it]
 48%|████▊     | 22252/46302 [23:35:56<25:29:55,  3.82s/it]
 48%|████▊     | 22253/46302 [23:36:00<25:30:02,  3.82s/it]
 48%|████▊     | 22254/46302 [23:36:04<25:30:00,  3.82s/it]
 48%|████▊     | 22255/46302 [23:36:08<25:29:56,  3.82s/it]
 48%|████▊     | 22256/46302 [23:36:11<25:30:01,  3.82s/it]
 48%|████▊     | 22257/46302 [23:36:15<25:30:05,  3.82s/it]
 48%|████▊     | 22258/46302 [23:36:19<25:30:28,  3.82s/it]
 48%|████▊     | 22259/46302 [23:36:23<25:30:28,  3.82s/it]
 48%|████▊     | 22260/46302 [23:36:27<25:29:58,  3.82s/it]
 48%|████▊     | 22261/46302 [23:36:31<25:29:44,  3.82s/it]
 48%|████▊     | 22262/46302 [23:36:34<25:29:32,  3.82s/it]
 48%|████▊     | 22263/46302 [23:36:38<25:29:23,  3.82s/it]
 48%|████▊     | 22264/46302 [23:36:42<25:29:03,  3.82s/it]
 48%|████▊     | 22265/46302 [23:36:46<25:29:08,  3.82s/it]
 48%|████▊     | 22266/46302 [23:36:50<25:29:27,  3.82s/it]
 48%|████▊     | 22267/46302 [23:36:53<25:29:55,  3.82s/it]
 48%|████▊     | 22268/46302 [23:36:57<25:30:07,  3.82s/it]
 48%|████▊     | 22269/46302 [23:37:01<25:30:01,  3.82s/it]
 48%|████▊     | 22270/46302 [23:37:05<25:29:43,  3.82s/it]
 48%|████▊     | 22271/46302 [23:37:09<25:29:39,  3.82s/it]
 48%|████▊     | 22272/46302 [23:37:13<25:29:29,  3.82s/it]
 48%|████▊     | 22273/46302 [23:37:16<25:29:45,  3.82s/it]
 48%|████▊     | 22274/46302 [23:37:20<25:29:21,  3.82s/it]
 48%|████▊     | 22275/46302 [23:37:24<25:28:47,  3.82s/it]
 48%|████▊     | 22276/46302 [23:37:28<25:28:46,  3.82s/it]
 48%|████▊     | 22277/46302 [23:37:32<25:28:29,  3.82s/it]
 48%|████▊     | 22278/46302 [23:37:35<25:28:29,  3.82s/it]
 48%|████▊     | 22279/46302 [23:37:39<25:28:33,  3.82s/it]
 48%|████▊     | 22280/46302 [23:37:43<25:28:16,  3.82s/it]
 48%|████▊     | 22281/46302 [23:37:47<25:28:24,  3.82s/it]
 48%|████▊     | 22282/46302 [23:37:51<25:28:34,  3.82s/it]
 48%|████▊     | 22283/46302 [23:37:55<25:28:16,  3.82s/it]
 48%|████▊     | 22284/46302 [23:37:58<25:28:31,  3.82s/it]
 48%|████▊     | 22285/46302 [23:38:02<25:28:04,  3.82s/it]
 48%|████▊     | 22286/46302 [23:38:06<25:27:36,  3.82s/it]
 48%|████▊     | 22287/46302 [23:38:10<25:27:45,  3.82s/it]
 48%|████▊     | 22288/46302 [23:38:14<25:28:04,  3.82s/it]
 48%|████▊     | 22289/46302 [23:38:17<25:28:01,  3.82s/it]
 48%|████▊     | 22290/46302 [23:38:21<25:27:58,  3.82s/it]
 48%|████▊     | 22291/46302 [23:38:25<25:28:13,  3.82s/it]
 48%|████▊     | 22292/46302 [23:38:29<25:28:38,  3.82s/it]
 48%|████▊     | 22293/46302 [23:38:33<25:28:10,  3.82s/it]
 48%|████▊     | 22294/46302 [23:38:37<25:28:39,  3.82s/it]
 48%|████▊     | 22295/46302 [23:38:40<25:28:33,  3.82s/it]
 48%|████▊     | 22296/46302 [23:38:44<25:27:56,  3.82s/it]
 48%|████▊     | 22297/46302 [23:38:48<25:28:13,  3.82s/it]
 48%|████▊     | 22298/46302 [23:38:52<25:28:15,  3.82s/it]
 48%|████▊     | 22299/46302 [23:38:56<25:28:20,  3.82s/it]
 48%|████▊     | 22300/46302 [23:38:59<25:28:17,  3.82s/it]
 48%|████▊     | 22301/46302 [23:39:03<25:28:08,  3.82s/it]
 48%|████▊     | 22302/46302 [23:39:07<25:28:01,  3.82s/it]
 48%|████▊     | 22303/46302 [23:39:11<25:28:07,  3.82s/it]
 48%|████▊     | 22304/46302 [23:39:15<25:28:10,  3.82s/it]
 48%|████▊     | 22305/46302 [23:39:19<25:27:39,  3.82s/it]
 48%|████▊     | 22306/46302 [23:39:22<25:27:01,  3.82s/it]
 48%|████▊     | 22307/46302 [23:39:26<25:26:44,  3.82s/it]
 48%|████▊     | 22308/46302 [23:39:30<25:26:37,  3.82s/it]
 48%|████▊     | 22309/46302 [23:39:34<25:26:36,  3.82s/it]
 48%|████▊     | 22310/46302 [23:39:38<25:26:29,  3.82s/it]
 48%|████▊     | 22311/46302 [23:39:41<25:26:36,  3.82s/it]
 48%|████▊     | 22312/46302 [23:39:45<25:26:16,  3.82s/it]
 48%|████▊     | 22313/46302 [23:39:49<25:26:07,  3.82s/it]
 48%|████▊     | 22314/46302 [23:39:53<25:26:32,  3.82s/it]
 48%|████▊     | 22315/46302 [23:39:57<25:26:30,  3.82s/it]
 48%|████▊     | 22316/46302 [23:40:01<25:25:57,  3.82s/it]
 48%|████▊     | 22317/46302 [23:40:04<25:25:59,  3.82s/it]
 48%|████▊     | 22318/46302 [23:40:08<25:25:57,  3.82s/it]
 48%|████▊     | 22319/46302 [23:40:12<25:25:50,  3.82s/it]
 48%|████▊     | 22320/46302 [23:40:16<25:25:40,  3.82s/it]
 48%|████▊     | 22321/46302 [23:40:20<25:25:47,  3.82s/it]
 48%|████▊     | 22322/46302 [23:40:23<25:25:55,  3.82s/it]
 48%|████▊     | 22323/46302 [23:40:27<25:26:00,  3.82s/it]
 48%|████▊     | 22324/46302 [23:40:31<25:26:12,  3.82s/it]
 48%|████▊     | 22325/46302 [23:40:35<25:25:54,  3.82s/it]
 48%|████▊     | 22326/46302 [23:40:39<25:25:49,  3.82s/it]
 48%|████▊     | 22327/46302 [23:40:43<25:25:21,  3.82s/it]
 48%|████▊     | 22328/46302 [23:40:46<25:25:03,  3.82s/it]
 48%|████▊     | 22329/46302 [23:40:50<25:24:34,  3.82s/it]
 48%|████▊     | 22330/46302 [23:40:54<25:25:15,  3.82s/it]
 48%|████▊     | 22331/46302 [23:40:58<25:25:15,  3.82s/it]
 48%|████▊     | 22332/46302 [23:41:02<25:25:34,  3.82s/it]
 48%|████▊     | 22333/46302 [23:41:05<25:25:29,  3.82s/it]
 48%|████▊     | 22334/46302 [23:41:09<25:25:05,  3.82s/it]
 48%|████▊     | 22335/46302 [23:41:13<25:24:43,  3.82s/it]
 48%|████▊     | 22336/46302 [23:41:17<25:24:45,  3.82s/it]
 48%|████▊     | 22337/46302 [23:41:21<25:24:56,  3.82s/it]
 48%|████▊     | 22338/46302 [23:41:25<25:25:17,  3.82s/it]
 48%|████▊     | 22339/46302 [23:41:28<25:24:49,  3.82s/it]
 48%|████▊     | 22340/46302 [23:41:32<25:24:42,  3.82s/it]
 48%|████▊     | 22341/46302 [23:41:36<25:24:31,  3.82s/it]
 48%|████▊     | 22342/46302 [23:41:40<25:24:07,  3.82s/it]
 48%|████▊     | 22343/46302 [23:41:44<25:24:04,  3.82s/it]
 48%|████▊     | 22344/46302 [23:41:47<25:23:41,  3.82s/it]
 48%|████▊     | 22345/46302 [23:41:51<25:23:33,  3.82s/it]
 48%|████▊     | 22346/46302 [23:41:55<25:23:58,  3.82s/it]
 48%|████▊     | 22347/46302 [23:41:59<25:23:53,  3.82s/it]
 48%|████▊     | 22348/46302 [23:42:03<25:23:22,  3.82s/it]
 48%|████▊     | 22349/46302 [23:42:07<25:23:15,  3.82s/it]
 48%|████▊     | 22350/46302 [23:42:10<25:23:29,  3.82s/it]
 48%|████▊     | 22351/46302 [23:42:14<25:23:53,  3.82s/it]
 48%|████▊     | 22352/46302 [23:42:18<25:23:58,  3.82s/it]
 48%|████▊     | 22353/46302 [23:42:22<25:24:00,  3.82s/it]
 48%|████▊     | 22354/46302 [23:42:26<25:23:55,  3.82s/it]
 48%|████▊     | 22355/46302 [23:42:29<25:24:00,  3.82s/it]
 48%|████▊     | 22356/46302 [23:42:33<25:24:04,  3.82s/it]
 48%|████▊     | 22357/46302 [23:42:37<25:23:55,  3.82s/it]
 48%|████▊     | 22358/46302 [23:42:41<25:23:21,  3.82s/it]
 48%|████▊     | 22359/46302 [23:42:45<25:23:36,  3.82s/it]
 48%|████▊     | 22360/46302 [23:42:49<25:23:40,  3.82s/it]
 48%|████▊     | 22361/46302 [23:42:52<25:23:09,  3.82s/it]
 48%|████▊     | 22362/46302 [23:42:56<25:23:12,  3.82s/it]
 48%|████▊     | 22363/46302 [23:43:00<25:22:43,  3.82s/it]
 48%|████▊     | 22364/46302 [23:43:04<25:22:59,  3.82s/it]
 48%|████▊     | 22365/46302 [23:43:08<25:23:03,  3.82s/it]
 48%|████▊     | 22366/46302 [23:43:11<25:23:20,  3.82s/it]
 48%|████▊     | 22367/46302 [23:43:15<25:23:21,  3.82s/it]
 48%|████▊     | 22368/46302 [23:43:19<25:23:16,  3.82s/it]
 48%|████▊     | 22369/46302 [23:43:23<25:23:02,  3.82s/it]
 48%|████▊     | 22370/46302 [23:43:27<25:23:26,  3.82s/it]
 48%|████▊     | 22371/46302 [23:43:31<25:23:24,  3.82s/it]
 48%|████▊     | 22372/46302 [23:43:34<25:23:33,  3.82s/it]
 48%|████▊     | 22373/46302 [23:43:38<25:23:08,  3.82s/it]
 48%|████▊     | 22374/46302 [23:43:42<25:22:53,  3.82s/it]
 48%|████▊     | 22375/46302 [23:43:46<25:22:36,  3.82s/it]
 48%|████▊     | 22376/46302 [23:43:50<25:21:48,  3.82s/it]
 48%|████▊     | 22377/46302 [23:43:53<25:22:17,  3.82s/it]
 48%|████▊     | 22378/46302 [23:43:57<25:22:14,  3.82s/it]
 48%|████▊     | 22379/46302 [23:44:01<25:22:12,  3.82s/it]
 48%|████▊     | 22380/46302 [23:44:05<25:22:15,  3.82s/it]
 48%|████▊     | 22381/46302 [23:44:09<25:22:07,  3.82s/it]
 48%|████▊     | 22382/46302 [23:44:13<25:22:39,  3.82s/it]
 48%|████▊     | 22383/46302 [23:44:16<25:23:17,  3.82s/it]
 48%|████▊     | 22384/46302 [23:44:20<25:22:59,  3.82s/it]
 48%|████▊     | 22385/46302 [23:44:24<25:22:34,  3.82s/it]
 48%|████▊     | 22386/46302 [23:44:28<25:22:16,  3.82s/it]
 48%|████▊     | 22387/46302 [23:44:32<25:21:55,  3.82s/it]
 48%|████▊     | 22388/46302 [23:44:35<25:21:36,  3.82s/it]
 48%|████▊     | 22389/46302 [23:44:39<25:21:27,  3.82s/it]
 48%|████▊     | 22390/46302 [23:44:43<25:21:19,  3.82s/it]
 48%|████▊     | 22391/46302 [23:44:47<25:21:33,  3.82s/it]
 48%|████▊     | 22392/46302 [23:44:51<25:21:38,  3.82s/it]
 48%|████▊     | 22393/46302 [23:44:55<25:21:24,  3.82s/it]
 48%|████▊     | 22394/46302 [23:44:58<25:21:13,  3.82s/it]
 48%|████▊     | 22395/46302 [23:45:02<25:21:25,  3.82s/it]
 48%|████▊     | 22396/46302 [23:45:06<25:20:56,  3.82s/it]
 48%|████▊     | 22397/46302 [23:45:10<25:21:01,  3.82s/it]
 48%|████▊     | 22398/46302 [23:45:14<25:21:19,  3.82s/it]
 48%|████▊     | 22399/46302 [23:45:17<25:20:59,  3.82s/it]
 48%|████▊     | 22400/46302 [23:45:21<25:20:46,  3.82s/it]
 48%|████▊     | 22401/46302 [23:45:25<25:20:44,  3.82s/it]
 48%|████▊     | 22402/46302 [23:45:29<25:20:43,  3.82s/it]
 48%|████▊     | 22403/46302 [23:45:33<25:20:06,  3.82s/it]
 48%|████▊     | 22404/46302 [23:45:37<25:20:01,  3.82s/it]
 48%|████▊     | 22405/46302 [23:45:40<25:19:48,  3.82s/it]
 48%|████▊     | 22406/46302 [23:45:44<25:19:58,  3.82s/it]
 48%|████▊     | 22407/46302 [23:45:48<25:20:15,  3.82s/it]
 48%|████▊     | 22408/46302 [23:45:52<25:20:35,  3.82s/it]
 48%|████▊     | 22409/46302 [23:45:56<25:20:41,  3.82s/it]
 48%|████▊     | 22410/46302 [23:45:59<25:20:45,  3.82s/it]
 48%|████▊     | 22411/46302 [23:46:03<25:20:59,  3.82s/it]
 48%|████▊     | 22412/46302 [23:46:07<25:21:18,  3.82s/it]
 48%|████▊     | 22413/46302 [23:46:11<25:20:40,  3.82s/it]
 48%|████▊     | 22414/46302 [23:46:15<25:20:44,  3.82s/it]
 48%|████▊     | 22415/46302 [23:46:19<25:20:38,  3.82s/it]
 48%|████▊     | 22416/46302 [23:46:22<25:20:38,  3.82s/it]
 48%|████▊     | 22417/46302 [23:46:26<25:20:46,  3.82s/it]
 48%|████▊     | 22418/46302 [23:46:30<25:20:30,  3.82s/it]
 48%|████▊     | 22419/46302 [23:46:34<25:20:25,  3.82s/it]
 48%|████▊     | 22420/46302 [23:46:38<25:20:35,  3.82s/it]
 48%|████▊     | 22421/46302 [23:46:41<25:20:40,  3.82s/it]
 48%|████▊     | 22422/46302 [23:46:45<25:20:51,  3.82s/it]
 48%|████▊     | 22423/46302 [23:46:49<25:20:21,  3.82s/it]
 48%|████▊     | 22424/46302 [23:46:53<25:19:42,  3.82s/it]
 48%|████▊     | 22425/46302 [23:46:57<25:19:24,  3.82s/it]
 48%|████▊     | 22426/46302 [23:47:01<25:19:13,  3.82s/it]
 48%|████▊     | 22427/46302 [23:47:04<25:19:47,  3.82s/it]
 48%|████▊     | 22428/46302 [23:47:08<25:19:29,  3.82s/it]
 48%|████▊     | 22429/46302 [23:47:12<25:19:08,  3.82s/it]
 48%|████▊     | 22430/46302 [23:47:16<25:19:25,  3.82s/it]
 48%|████▊     | 22431/46302 [23:47:20<25:19:18,  3.82s/it]
 48%|████▊     | 22432/46302 [23:47:23<25:18:56,  3.82s/it]
 48%|████▊     | 22433/46302 [23:47:27<25:18:52,  3.82s/it]
 48%|████▊     | 22434/46302 [23:47:31<25:19:19,  3.82s/it]
 48%|████▊     | 22435/46302 [23:47:35<25:19:15,  3.82s/it]
 48%|████▊     | 22436/46302 [23:47:39<25:18:49,  3.82s/it]
 48%|████▊     | 22437/46302 [23:47:43<25:18:38,  3.82s/it]
 48%|████▊     | 22438/46302 [23:47:46<25:18:22,  3.82s/it]
 48%|████▊     | 22439/46302 [23:47:50<25:18:05,  3.82s/it]
 48%|████▊     | 22440/46302 [23:47:54<25:18:18,  3.82s/it]
 48%|████▊     | 22441/46302 [23:47:58<25:17:35,  3.82s/it]
 48%|████▊     | 22442/46302 [23:48:02<25:17:50,  3.82s/it]
 48%|████▊     | 22443/46302 [23:48:05<25:17:48,  3.82s/it]
 48%|████▊     | 22444/46302 [23:48:09<25:18:01,  3.82s/it]
 48%|████▊     | 22445/46302 [23:48:13<25:17:47,  3.82s/it]
 48%|████▊     | 22446/46302 [23:48:17<25:17:56,  3.82s/it]
 48%|████▊     | 22447/46302 [23:48:21<25:17:41,  3.82s/it]
 48%|████▊     | 22448/46302 [23:48:25<25:17:41,  3.82s/it]
 48%|████▊     | 22449/46302 [23:48:28<25:17:38,  3.82s/it]
 48%|████▊     | 22450/46302 [23:48:32<25:18:04,  3.82s/it]
 48%|████▊     | 22451/46302 [23:48:36<25:17:25,  3.82s/it]
 48%|████▊     | 22452/46302 [23:48:40<25:17:23,  3.82s/it]
 48%|████▊     | 22453/46302 [23:48:44<25:17:14,  3.82s/it]
 48%|████▊     | 22454/46302 [23:48:47<25:16:52,  3.82s/it]
 48%|████▊     | 22455/46302 [23:48:51<25:17:08,  3.82s/it]
 48%|████▊     | 22456/46302 [23:48:55<25:17:14,  3.82s/it]
 49%|████▊     | 22457/46302 [23:48:59<25:16:53,  3.82s/it]
 49%|████▊     | 22458/46302 [23:49:03<25:16:31,  3.82s/it]
 49%|████▊     | 22459/46302 [23:49:07<25:16:27,  3.82s/it]
 49%|████▊     | 22460/46302 [23:49:10<25:16:24,  3.82s/it]
 49%|████▊     | 22461/46302 [23:49:14<25:16:31,  3.82s/it]
 49%|████▊     | 22462/46302 [23:49:18<25:16:38,  3.82s/it]
 49%|████▊     | 22463/46302 [23:49:22<25:16:01,  3.82s/it]
 49%|████▊     | 22464/46302 [23:49:26<25:16:07,  3.82s/it]
 49%|████▊     | 22465/46302 [23:49:29<25:16:13,  3.82s/it]
 49%|████▊     | 22466/46302 [23:49:33<25:15:43,  3.82s/it]
 49%|████▊     | 22467/46302 [23:49:37<25:15:38,  3.82s/it]
 49%|████▊     | 22468/46302 [23:49:41<25:15:26,  3.81s/it]
 49%|████▊     | 22469/46302 [23:49:45<25:15:45,  3.82s/it]
 49%|████▊     | 22470/46302 [23:49:49<25:16:01,  3.82s/it]
 49%|████▊     | 22471/46302 [23:49:52<25:15:55,  3.82s/it]
 49%|████▊     | 22472/46302 [23:49:56<25:15:56,  3.82s/it]
 49%|████▊     | 22473/46302 [23:50:00<25:15:51,  3.82s/it]
 49%|████▊     | 22474/46302 [23:50:04<25:16:07,  3.82s/it]
 49%|████▊     | 22475/46302 [23:50:08<25:16:08,  3.82s/it]
 49%|████▊     | 22476/46302 [23:50:11<25:16:20,  3.82s/it]
 49%|████▊     | 22477/46302 [23:50:15<25:16:20,  3.82s/it]
 49%|████▊     | 22478/46302 [23:50:19<25:16:26,  3.82s/it]
 49%|████▊     | 22479/46302 [23:50:23<25:16:41,  3.82s/it]
 49%|████▊     | 22480/46302 [23:50:27<25:16:45,  3.82s/it]
 49%|████▊     | 22481/46302 [23:50:31<25:16:28,  3.82s/it]
 49%|████▊     | 22482/46302 [23:50:34<25:16:29,  3.82s/it]
 49%|████▊     | 22483/46302 [23:50:38<25:16:29,  3.82s/it]
 49%|████▊     | 22484/46302 [23:50:42<25:16:46,  3.82s/it]
 49%|████▊     | 22485/46302 [23:50:46<25:16:32,  3.82s/it]
 49%|████▊     | 22486/46302 [23:50:50<25:16:15,  3.82s/it]
 49%|████▊     | 22487/46302 [23:50:53<25:16:06,  3.82s/it]
 49%|████▊     | 22488/46302 [23:50:57<25:15:33,  3.82s/it]
 49%|████▊     | 22489/46302 [23:51:01<25:15:42,  3.82s/it]
 49%|████▊     | 22490/46302 [23:51:05<25:15:14,  3.82s/it]
 49%|████▊     | 22491/46302 [23:51:09<25:15:02,  3.82s/it]
 49%|████▊     | 22492/46302 [23:51:13<25:15:18,  3.82s/it]
 49%|████▊     | 22493/46302 [23:51:16<25:15:18,  3.82s/it]
 49%|████▊     | 22494/46302 [23:51:20<25:15:21,  3.82s/it]
 49%|████▊     | 22495/46302 [23:51:24<25:15:12,  3.82s/it]
 49%|████▊     | 22496/46302 [23:51:28<25:15:08,  3.82s/it]
 49%|████▊     | 22497/46302 [23:51:32<25:15:23,  3.82s/it]
 49%|████▊     | 22498/46302 [23:51:35<25:15:17,  3.82s/it]
 49%|████▊     | 22499/46302 [23:51:39<25:15:03,  3.82s/it]
 49%|████▊     | 22500/46302 [23:51:43<25:15:08,  3.82s/it]
                                                           
{'loss': 3.2485, 'learning_rate': 0.0026270363339366914, 'epoch': 0.49}

 49%|████▊     | 22500/46302 [23:51:43<25:15:08,  3.82s/it]
 49%|████▊     | 22501/46302 [23:51:47<25:16:07,  3.82s/it]
 49%|████▊     | 22502/46302 [23:51:51<25:15:43,  3.82s/it]
 49%|████▊     | 22503/46302 [23:51:55<25:15:19,  3.82s/it]
 49%|████▊     | 22504/46302 [23:51:58<25:14:48,  3.82s/it]
 49%|████▊     | 22505/46302 [23:52:02<25:14:36,  3.82s/it]
 49%|████▊     | 22506/46302 [23:52:06<25:14:34,  3.82s/it]
 49%|████▊     | 22507/46302 [23:52:10<25:14:12,  3.82s/it]
 49%|████▊     | 22508/46302 [23:52:14<25:14:37,  3.82s/it]
 49%|████▊     | 22509/46302 [23:52:17<25:14:28,  3.82s/it]
 49%|████▊     | 22510/46302 [23:52:21<25:14:30,  3.82s/it]
 49%|████▊     | 22511/46302 [23:52:25<25:14:38,  3.82s/it]
 49%|████▊     | 22512/46302 [23:52:29<25:14:05,  3.82s/it]
 49%|████▊     | 22513/46302 [23:52:33<25:14:01,  3.82s/it]
 49%|████▊     | 22514/46302 [23:52:37<25:13:49,  3.82s/it]
 49%|████▊     | 22515/46302 [23:52:40<25:14:01,  3.82s/it]
 49%|████▊     | 22516/46302 [23:52:44<25:14:12,  3.82s/it]
 49%|████▊     | 22517/46302 [23:52:48<25:13:52,  3.82s/it]
 49%|████▊     | 22518/46302 [23:52:52<25:13:38,  3.82s/it]
 49%|████▊     | 22519/46302 [23:52:56<25:13:53,  3.82s/it]
 49%|████▊     | 22520/46302 [23:52:59<25:14:15,  3.82s/it]
 49%|████▊     | 22521/46302 [23:53:03<25:13:56,  3.82s/it]
 49%|████▊     | 22522/46302 [23:53:07<25:13:58,  3.82s/it]
 49%|████▊     | 22523/46302 [23:53:11<25:13:26,  3.82s/it]
 49%|████▊     | 22524/46302 [23:53:15<25:13:11,  3.82s/it]
 49%|████▊     | 22525/46302 [23:53:19<25:12:51,  3.82s/it]
 49%|████▊     | 22526/46302 [23:53:22<25:12:40,  3.82s/it]
 49%|████▊     | 22527/46302 [23:53:26<25:12:50,  3.82s/it]
 49%|████▊     | 22528/46302 [23:53:30<25:12:55,  3.82s/it]
 49%|████▊     | 22529/46302 [23:53:34<25:13:05,  3.82s/it]
 49%|████▊     | 22530/46302 [23:53:38<25:12:47,  3.82s/it]
 49%|████▊     | 22531/46302 [23:53:41<25:11:50,  3.82s/it]
 49%|████▊     | 22532/46302 [23:53:45<25:11:40,  3.82s/it]
 49%|████▊     | 22533/46302 [23:53:49<25:11:29,  3.82s/it]
 49%|████▊     | 22534/46302 [23:53:53<25:11:34,  3.82s/it]
 49%|████▊     | 22535/46302 [23:53:57<25:12:03,  3.82s/it]
 49%|████▊     | 22536/46302 [23:54:01<25:11:39,  3.82s/it]
 49%|████▊     | 22537/46302 [23:54:04<25:11:50,  3.82s/it]
 49%|████▊     | 22538/46302 [23:54:08<25:11:56,  3.82s/it]
 49%|████▊     | 22539/46302 [23:54:12<25:11:58,  3.82s/it]
 49%|████▊     | 22540/46302 [23:54:16<25:12:00,  3.82s/it]
 49%|████▊     | 22541/46302 [23:54:20<25:11:43,  3.82s/it]
 49%|████▊     | 22542/46302 [23:54:23<25:11:33,  3.82s/it]
 49%|████▊     | 22543/46302 [23:54:27<25:11:35,  3.82s/it]
 49%|████▊     | 22544/46302 [23:54:31<25:11:43,  3.82s/it]
 49%|████▊     | 22545/46302 [23:54:35<25:11:33,  3.82s/it]
 49%|████▊     | 22546/46302 [23:54:39<25:11:00,  3.82s/it]
 49%|████▊     | 22547/46302 [23:54:43<25:10:58,  3.82s/it]
 49%|████▊     | 22548/46302 [23:54:46<25:10:49,  3.82s/it]
 49%|████▊     | 22549/46302 [23:54:50<25:10:49,  3.82s/it]
 49%|████▊     | 22550/46302 [23:54:54<25:11:05,  3.82s/it]
 49%|████▊     | 22551/46302 [23:54:58<25:11:04,  3.82s/it]
 49%|████▊     | 22552/46302 [23:55:02<25:11:31,  3.82s/it]
 49%|████▊     | 22553/46302 [23:55:05<25:11:19,  3.82s/it]
 49%|████▊     | 22554/46302 [23:55:09<25:10:33,  3.82s/it]
 49%|████▊     | 22555/46302 [23:55:13<25:10:32,  3.82s/it]
 49%|████▊     | 22556/46302 [23:55:17<25:10:12,  3.82s/it]
 49%|████▊     | 22557/46302 [23:55:21<25:10:27,  3.82s/it]
 49%|████▊     | 22558/46302 [23:55:25<25:10:20,  3.82s/it]
 49%|████▊     | 22559/46302 [23:55:28<25:10:10,  3.82s/it]
 49%|████▊     | 22560/46302 [23:55:32<25:10:29,  3.82s/it]
 49%|████▊     | 22561/46302 [23:55:36<25:10:38,  3.82s/it]
 49%|████▊     | 22562/46302 [23:55:40<25:10:07,  3.82s/it]
 49%|████▊     | 22563/46302 [23:55:44<25:10:17,  3.82s/it]
 49%|████▊     | 22564/46302 [23:55:47<25:10:08,  3.82s/it]
 49%|████▊     | 22565/46302 [23:55:51<25:09:40,  3.82s/it]
 49%|████▊     | 22566/46302 [23:55:55<25:09:13,  3.82s/it]
 49%|████▊     | 22567/46302 [23:55:59<25:09:52,  3.82s/it]
 49%|████▊     | 22568/46302 [23:56:03<25:10:00,  3.82s/it]
 49%|████▊     | 22569/46302 [23:56:07<25:10:10,  3.82s/it]
 49%|████▊     | 22570/46302 [23:56:10<25:09:54,  3.82s/it]
 49%|████▊     | 22571/46302 [23:56:14<25:09:49,  3.82s/it]
 49%|████▊     | 22572/46302 [23:56:18<25:10:11,  3.82s/it]
 49%|████▉     | 22573/46302 [23:56:22<25:10:12,  3.82s/it]
 49%|████▉     | 22574/46302 [23:56:26<25:09:36,  3.82s/it]
 49%|████▉     | 22575/46302 [23:56:29<25:09:46,  3.82s/it]
 49%|████▉     | 22576/46302 [23:56:33<25:09:42,  3.82s/it]
 49%|████▉     | 22577/46302 [23:56:37<25:09:42,  3.82s/it]
 49%|████▉     | 22578/46302 [23:56:41<25:09:05,  3.82s/it]
 49%|████▉     | 22579/46302 [23:56:45<25:09:29,  3.82s/it]
 49%|████▉     | 22580/46302 [23:56:49<25:09:13,  3.82s/it]
 49%|████▉     | 22581/46302 [23:56:52<25:09:24,  3.82s/it]
 49%|████▉     | 22582/46302 [23:56:56<25:09:12,  3.82s/it]
 49%|████▉     | 22583/46302 [23:57:00<25:09:49,  3.82s/it]
 49%|████▉     | 22584/46302 [23:57:04<25:09:18,  3.82s/it]
 49%|████▉     | 22585/46302 [23:57:08<25:09:07,  3.82s/it]
 49%|████▉     | 22586/46302 [23:57:11<25:09:24,  3.82s/it]
 49%|████▉     | 22587/46302 [23:57:15<25:09:14,  3.82s/it]
 49%|████▉     | 22588/46302 [23:57:19<25:09:16,  3.82s/it]
 49%|████▉     | 22589/46302 [23:57:23<25:09:41,  3.82s/it]
 49%|████▉     | 22590/46302 [23:57:27<25:09:41,  3.82s/it]
 49%|████▉     | 22591/46302 [23:57:31<25:09:14,  3.82s/it]
 49%|████▉     | 22592/46302 [23:57:34<25:09:20,  3.82s/it]
 49%|████▉     | 22593/46302 [23:57:38<25:09:31,  3.82s/it]
 49%|████▉     | 22594/46302 [23:57:42<25:09:33,  3.82s/it]
 49%|████▉     | 22595/46302 [23:57:46<25:09:25,  3.82s/it]
 49%|████▉     | 22596/46302 [23:57:50<25:09:30,  3.82s/it]
 49%|████▉     | 22597/46302 [23:57:53<25:09:37,  3.82s/it]
 49%|████▉     | 22598/46302 [23:57:57<25:09:20,  3.82s/it]
 49%|████▉     | 22599/46302 [23:58:01<25:08:46,  3.82s/it]
 49%|████▉     | 22600/46302 [23:58:05<25:08:39,  3.82s/it]
 49%|████▉     | 22601/46302 [23:58:09<25:08:46,  3.82s/it]
 49%|████▉     | 22602/46302 [23:58:13<25:08:39,  3.82s/it]
 49%|████▉     | 22603/46302 [23:58:16<25:08:45,  3.82s/it]
 49%|████▉     | 22604/46302 [23:58:20<25:08:59,  3.82s/it]
 49%|████▉     | 22605/46302 [23:58:24<25:09:28,  3.82s/it]
 49%|████▉     | 22606/46302 [23:58:28<25:08:55,  3.82s/it]
 49%|████▉     | 22607/46302 [23:58:32<25:08:26,  3.82s/it]
 49%|████▉     | 22608/46302 [23:58:35<25:08:00,  3.82s/it]
 49%|████▉     | 22609/46302 [23:58:39<25:08:06,  3.82s/it]
 49%|████▉     | 22610/46302 [23:58:43<25:07:58,  3.82s/it]
 49%|████▉     | 22611/46302 [23:58:47<25:07:42,  3.82s/it]
 49%|████▉     | 22612/46302 [23:58:51<25:07:53,  3.82s/it]
 49%|████▉     | 22613/46302 [23:58:55<25:07:57,  3.82s/it]
 49%|████▉     | 22614/46302 [23:58:58<25:07:38,  3.82s/it]
 49%|████▉     | 22615/46302 [23:59:02<25:07:27,  3.82s/it]
 49%|████▉     | 22616/46302 [23:59:06<25:07:15,  3.82s/it]
 49%|████▉     | 22617/46302 [23:59:10<25:07:16,  3.82s/it]
 49%|████▉     | 22618/46302 [23:59:14<25:07:04,  3.82s/it]
 49%|████▉     | 22619/46302 [23:59:17<25:07:08,  3.82s/it]
 49%|████▉     | 22620/46302 [23:59:21<25:07:24,  3.82s/it]
 49%|████▉     | 22621/46302 [23:59:25<25:07:10,  3.82s/it]
 49%|████▉     | 22622/46302 [23:59:29<25:07:29,  3.82s/it]
 49%|████▉     | 22623/46302 [23:59:33<25:07:40,  3.82s/it]
 49%|████▉     | 22624/46302 [23:59:37<25:07:35,  3.82s/it]
 49%|████▉     | 22625/46302 [23:59:40<25:07:01,  3.82s/it]
 49%|████▉     | 22626/46302 [23:59:44<25:06:50,  3.82s/it]
 49%|████▉     | 22627/46302 [23:59:48<25:06:44,  3.82s/it]
 49%|████▉     | 22628/46302 [23:59:52<25:06:26,  3.82s/it]
 49%|████▉     | 22629/46302 [23:59:56<25:06:17,  3.82s/it]
 49%|████▉     | 22630/46302 [23:59:59<25:05:35,  3.82s/it]
 49%|████▉     | 22631/46302 [24:00:03<25:05:42,  3.82s/it]
 49%|████▉     | 22632/46302 [24:00:07<25:06:07,  3.82s/it]
 49%|████▉     | 22633/46302 [24:00:11<25:05:58,  3.82s/it]
 49%|████▉     | 22634/46302 [24:00:15<25:05:41,  3.82s/it]
 49%|████▉     | 22635/46302 [24:00:19<25:06:05,  3.82s/it]
 49%|████▉     | 22636/46302 [24:00:22<25:05:48,  3.82s/it]
 49%|████▉     | 22637/46302 [24:00:26<25:06:11,  3.82s/it]
 49%|████▉     | 22638/46302 [24:00:30<25:06:39,  3.82s/it]
 49%|████▉     | 22639/46302 [24:00:34<25:06:58,  3.82s/it]
 49%|████▉     | 22640/46302 [24:00:38<25:06:56,  3.82s/it]
 49%|████▉     | 22641/46302 [24:00:41<25:06:25,  3.82s/it]
 49%|████▉     | 22642/46302 [24:00:45<25:05:57,  3.82s/it]
 49%|████▉     | 22643/46302 [24:00:49<25:06:20,  3.82s/it]
 49%|████▉     | 22644/46302 [24:00:53<25:05:58,  3.82s/it]
 49%|████▉     | 22645/46302 [24:00:57<25:05:52,  3.82s/it]
 49%|████▉     | 22646/46302 [24:01:01<25:05:32,  3.82s/it]
 49%|████▉     | 22647/46302 [24:01:04<25:05:26,  3.82s/it]
 49%|████▉     | 22648/46302 [24:01:08<25:04:50,  3.82s/it]
 49%|████▉     | 22649/46302 [24:01:12<25:05:07,  3.82s/it]
 49%|████▉     | 22650/46302 [24:01:16<25:05:21,  3.82s/it]
 49%|████▉     | 22651/46302 [24:01:20<25:05:18,  3.82s/it]
 49%|████▉     | 22652/46302 [24:01:23<25:05:01,  3.82s/it]
 49%|████▉     | 22653/46302 [24:01:27<25:04:59,  3.82s/it]
 49%|████▉     | 22654/46302 [24:01:31<25:04:59,  3.82s/it]
 49%|████▉     | 22655/46302 [24:01:35<25:05:00,  3.82s/it]
 49%|████▉     | 22656/46302 [24:01:39<25:04:50,  3.82s/it]
 49%|████▉     | 22657/46302 [24:01:43<25:05:21,  3.82s/it]
 49%|████▉     | 22658/46302 [24:01:46<25:05:20,  3.82s/it]
 49%|████▉     | 22659/46302 [24:01:50<25:05:29,  3.82s/it]
 49%|████▉     | 22660/46302 [24:01:54<25:05:17,  3.82s/it]
 49%|████▉     | 22661/46302 [24:01:58<25:05:00,  3.82s/it]
 49%|████▉     | 22662/46302 [24:02:02<25:04:32,  3.82s/it]
 49%|████▉     | 22663/46302 [24:02:06<25:04:39,  3.82s/it]
 49%|████▉     | 22664/46302 [24:02:09<25:04:44,  3.82s/it]
 49%|████▉     | 22665/46302 [24:02:13<25:04:52,  3.82s/it]
 49%|████▉     | 22666/46302 [24:02:17<25:04:23,  3.82s/it]
 49%|████▉     | 22667/46302 [24:02:21<25:04:29,  3.82s/it]
 49%|████▉     | 22668/46302 [24:02:25<25:04:17,  3.82s/it]
 49%|████▉     | 22669/46302 [24:02:28<25:04:21,  3.82s/it]
 49%|████▉     | 22670/46302 [24:02:32<25:04:03,  3.82s/it]
 49%|████▉     | 22671/46302 [24:02:36<25:03:53,  3.82s/it]
 49%|████▉     | 22672/46302 [24:02:40<25:03:57,  3.82s/it]
 49%|████▉     | 22673/46302 [24:02:44<25:04:06,  3.82s/it]
 49%|████▉     | 22674/46302 [24:02:48<25:03:44,  3.82s/it]
 49%|████▉     | 22675/46302 [24:02:51<25:03:32,  3.82s/it]
 49%|████▉     | 22676/46302 [24:02:55<25:03:31,  3.82s/it]
 49%|████▉     | 22677/46302 [24:02:59<25:04:05,  3.82s/it]
 49%|████▉     | 22678/46302 [24:03:03<25:03:40,  3.82s/it]
 49%|████▉     | 22679/46302 [24:03:07<25:03:58,  3.82s/it]
 49%|████▉     | 22680/46302 [24:03:10<25:04:19,  3.82s/it]
 49%|████▉     | 22681/46302 [24:03:14<25:04:12,  3.82s/it]
 49%|████▉     | 22682/46302 [24:03:18<25:04:06,  3.82s/it]
 49%|████▉     | 22683/46302 [24:03:22<25:03:57,  3.82s/it]
 49%|████▉     | 22684/46302 [24:03:26<25:04:13,  3.82s/it]
 49%|████▉     | 22685/46302 [24:03:30<25:04:09,  3.82s/it]
 49%|████▉     | 22686/46302 [24:03:33<25:03:41,  3.82s/it]
 49%|████▉     | 22687/46302 [24:03:37<25:03:36,  3.82s/it]
 49%|████▉     | 22688/46302 [24:03:41<25:03:48,  3.82s/it]
 49%|████▉     | 22689/46302 [24:03:45<25:03:23,  3.82s/it]
 49%|████▉     | 22690/46302 [24:03:49<25:03:28,  3.82s/it]
 49%|████▉     | 22691/46302 [24:03:52<25:02:48,  3.82s/it]
 49%|████▉     | 22692/46302 [24:03:56<25:03:23,  3.82s/it]
 49%|████▉     | 22693/46302 [24:04:00<25:03:12,  3.82s/it]
 49%|████▉     | 22694/46302 [24:04:04<25:03:04,  3.82s/it]
 49%|████▉     | 22695/46302 [24:04:08<25:03:17,  3.82s/it]
 49%|████▉     | 22696/46302 [24:04:12<25:02:56,  3.82s/it]
 49%|████▉     | 22697/46302 [24:04:15<25:02:34,  3.82s/it]
 49%|████▉     | 22698/46302 [24:04:19<25:02:25,  3.82s/it]
 49%|████▉     | 22699/46302 [24:04:23<25:02:15,  3.82s/it]
 49%|████▉     | 22700/46302 [24:04:27<25:02:30,  3.82s/it]
 49%|████▉     | 22701/46302 [24:04:31<25:00:46,  3.82s/it]
 49%|████▉     | 22702/46302 [24:04:34<25:00:37,  3.82s/it]
 49%|████▉     | 22703/46302 [24:04:38<25:01:06,  3.82s/it]
 49%|████▉     | 22704/46302 [24:04:42<25:00:58,  3.82s/it]
 49%|████▉     | 22705/46302 [24:04:46<25:01:01,  3.82s/it]
 49%|████▉     | 22706/46302 [24:04:50<25:00:43,  3.82s/it]
 49%|████▉     | 22707/46302 [24:04:54<25:01:01,  3.82s/it]
 49%|████▉     | 22708/46302 [24:04:57<25:01:11,  3.82s/it]
 49%|████▉     | 22709/46302 [24:05:01<25:01:47,  3.82s/it]
 49%|████▉     | 22710/46302 [24:05:05<25:01:58,  3.82s/it]
 49%|████▉     | 22711/46302 [24:05:09<25:01:48,  3.82s/it]
 49%|████▉     | 22712/46302 [24:05:13<25:01:01,  3.82s/it]
 49%|████▉     | 22713/46302 [24:05:16<25:01:17,  3.82s/it]
 49%|████▉     | 22714/46302 [24:05:20<25:01:20,  3.82s/it]
 49%|████▉     | 22715/46302 [24:05:24<25:01:45,  3.82s/it]
 49%|████▉     | 22716/46302 [24:05:28<25:00:49,  3.82s/it]
 49%|████▉     | 22717/46302 [24:05:32<25:00:55,  3.82s/it]
 49%|████▉     | 22718/46302 [24:05:36<25:00:32,  3.82s/it]
 49%|████▉     | 22719/46302 [24:05:39<25:00:16,  3.82s/it]
 49%|████▉     | 22720/46302 [24:05:43<25:00:21,  3.82s/it]
 49%|████▉     | 22721/46302 [24:05:47<25:00:20,  3.82s/it]
 49%|████▉     | 22722/46302 [24:05:51<25:00:26,  3.82s/it]
 49%|████▉     | 22723/46302 [24:05:55<25:00:35,  3.82s/it]
 49%|████▉     | 22724/46302 [24:05:58<25:00:54,  3.82s/it]
 49%|████▉     | 22725/46302 [24:06:02<25:01:10,  3.82s/it]
 49%|████▉     | 22726/46302 [24:06:06<25:01:13,  3.82s/it]
 49%|████▉     | 22727/46302 [24:06:10<25:01:14,  3.82s/it]
 49%|████▉     | 22728/46302 [24:06:14<25:01:01,  3.82s/it]
 49%|████▉     | 22729/46302 [24:06:18<25:01:02,  3.82s/it]
 49%|████▉     | 22730/46302 [24:06:21<25:00:45,  3.82s/it]
 49%|████▉     | 22731/46302 [24:06:25<25:00:13,  3.82s/it]
 49%|████▉     | 22732/46302 [24:06:29<25:00:02,  3.82s/it]
 49%|████▉     | 22733/46302 [24:06:33<25:00:35,  3.82s/it]
 49%|████▉     | 22734/46302 [24:06:37<25:00:17,  3.82s/it]
 49%|████▉     | 22735/46302 [24:06:40<25:00:19,  3.82s/it]
 49%|████▉     | 22736/46302 [24:06:44<25:00:26,  3.82s/it]
 49%|████▉     | 22737/46302 [24:06:48<25:00:00,  3.82s/it]
 49%|████▉     | 22738/46302 [24:06:52<25:00:06,  3.82s/it]
 49%|████▉     | 22739/46302 [24:06:56<24:59:53,  3.82s/it]
 49%|████▉     | 22740/46302 [24:07:00<24:59:51,  3.82s/it]
 49%|████▉     | 22741/46302 [24:07:03<24:59:32,  3.82s/it]
 49%|████▉     | 22742/46302 [24:07:07<24:59:07,  3.82s/it]
 49%|████▉     | 22743/46302 [24:07:11<24:59:15,  3.82s/it]
 49%|████▉     | 22744/46302 [24:07:15<24:58:55,  3.82s/it]
 49%|████▉     | 22745/46302 [24:07:19<24:58:54,  3.82s/it]
 49%|████▉     | 22746/46302 [24:07:22<24:59:09,  3.82s/it]
 49%|████▉     | 22747/46302 [24:07:26<24:59:46,  3.82s/it]
 49%|████▉     | 22748/46302 [24:07:30<24:59:17,  3.82s/it]
 49%|████▉     | 22749/46302 [24:07:34<24:59:07,  3.82s/it]
 49%|████▉     | 22750/46302 [24:07:38<24:58:38,  3.82s/it]
 49%|████▉     | 22751/46302 [24:07:42<24:58:51,  3.82s/it]
 49%|████▉     | 22752/46302 [24:07:45<24:59:18,  3.82s/it]
 49%|████▉     | 22753/46302 [24:07:49<24:59:26,  3.82s/it]
 49%|████▉     | 22754/46302 [24:07:53<24:59:34,  3.82s/it]
 49%|████▉     | 22755/46302 [24:07:57<24:59:18,  3.82s/it]
 49%|████▉     | 22756/46302 [24:08:01<24:58:54,  3.82s/it]
 49%|████▉     | 22757/46302 [24:08:05<24:58:29,  3.82s/it]
 49%|████▉     | 22758/46302 [24:08:08<24:58:05,  3.82s/it]
 49%|████▉     | 22759/46302 [24:08:12<24:57:51,  3.82s/it]
 49%|████▉     | 22760/46302 [24:08:16<24:57:47,  3.82s/it]
 49%|████▉     | 22761/46302 [24:08:20<24:57:53,  3.82s/it]
 49%|████▉     | 22762/46302 [24:08:24<24:58:06,  3.82s/it]
 49%|████▉     | 22763/46302 [24:08:27<24:57:42,  3.82s/it]
 49%|████▉     | 22764/46302 [24:08:31<24:57:35,  3.82s/it]
 49%|████▉     | 22765/46302 [24:08:35<24:58:08,  3.82s/it]
 49%|████▉     | 22766/46302 [24:08:39<24:57:50,  3.82s/it]
 49%|████▉     | 22767/46302 [24:08:43<24:57:54,  3.82s/it]
 49%|████▉     | 22768/46302 [24:08:47<24:58:00,  3.82s/it]
 49%|████▉     | 22769/46302 [24:08:50<24:57:32,  3.82s/it]
 49%|████▉     | 22770/46302 [24:08:54<24:58:03,  3.82s/it]
 49%|████▉     | 22771/46302 [24:08:58<24:57:49,  3.82s/it]
 49%|████▉     | 22772/46302 [24:09:02<24:57:25,  3.82s/it]
 49%|████▉     | 22773/46302 [24:09:06<24:57:01,  3.82s/it]
 49%|████▉     | 22774/46302 [24:09:09<24:56:48,  3.82s/it]
 49%|████▉     | 22775/46302 [24:09:13<24:56:44,  3.82s/it]
 49%|████▉     | 22776/46302 [24:09:17<24:56:40,  3.82s/it]
 49%|████▉     | 22777/46302 [24:09:21<24:56:43,  3.82s/it]
 49%|████▉     | 22778/46302 [24:09:25<24:56:30,  3.82s/it]
 49%|████▉     | 22779/46302 [24:09:28<24:56:12,  3.82s/it]
 49%|████▉     | 22780/46302 [24:09:32<24:55:58,  3.82s/it]
 49%|████▉     | 22781/46302 [24:09:36<24:56:06,  3.82s/it]
 49%|████▉     | 22782/46302 [24:09:40<24:55:45,  3.82s/it]
 49%|████▉     | 22783/46302 [24:09:44<24:56:23,  3.82s/it]
 49%|████▉     | 22784/46302 [24:09:48<24:56:35,  3.82s/it]
 49%|████▉     | 22785/46302 [24:09:51<24:56:45,  3.82s/it]
 49%|████▉     | 22786/46302 [24:09:55<24:56:33,  3.82s/it]
 49%|████▉     | 22787/46302 [24:09:59<24:56:38,  3.82s/it]
 49%|████▉     | 22788/46302 [24:10:03<24:57:00,  3.82s/it]
 49%|████▉     | 22789/46302 [24:10:07<24:56:29,  3.82s/it]
 49%|████▉     | 22790/46302 [24:10:10<24:56:15,  3.82s/it]
 49%|████▉     | 22791/46302 [24:10:14<24:56:19,  3.82s/it]
 49%|████▉     | 22792/46302 [24:10:18<24:56:25,  3.82s/it]
 49%|████▉     | 22793/46302 [24:10:22<24:56:45,  3.82s/it]
 49%|████▉     | 22794/46302 [24:10:26<24:56:34,  3.82s/it]
 49%|████▉     | 22795/46302 [24:10:30<24:56:24,  3.82s/it]
 49%|████▉     | 22796/46302 [24:10:33<24:56:31,  3.82s/it]
 49%|████▉     | 22797/46302 [24:10:37<24:56:18,  3.82s/it]
 49%|████▉     | 22798/46302 [24:10:41<24:56:28,  3.82s/it]
 49%|████▉     | 22799/46302 [24:10:45<24:56:17,  3.82s/it]
 49%|████▉     | 22800/46302 [24:10:49<24:56:15,  3.82s/it]
 49%|████▉     | 22801/46302 [24:10:53<24:56:01,  3.82s/it]
 49%|████▉     | 22802/46302 [24:10:56<24:56:11,  3.82s/it]
 49%|████▉     | 22803/46302 [24:11:00<24:55:42,  3.82s/it]
 49%|████▉     | 22804/46302 [24:11:04<24:55:41,  3.82s/it]
 49%|████▉     | 22805/46302 [24:11:08<24:55:56,  3.82s/it]
 49%|████▉     | 22806/46302 [24:11:12<24:55:50,  3.82s/it]
 49%|████▉     | 22807/46302 [24:11:15<24:55:30,  3.82s/it]
 49%|████▉     | 22808/46302 [24:11:19<24:54:45,  3.82s/it]
 49%|████▉     | 22809/46302 [24:11:23<24:54:33,  3.82s/it]
 49%|████▉     | 22810/46302 [24:11:27<24:54:35,  3.82s/it]
 49%|████▉     | 22811/46302 [24:11:31<24:54:40,  3.82s/it]
 49%|████▉     | 22812/46302 [24:11:35<24:54:23,  3.82s/it]
 49%|████▉     | 22813/46302 [24:11:38<24:54:23,  3.82s/it]
 49%|████▉     | 22814/46302 [24:11:42<24:54:43,  3.82s/it]
 49%|████▉     | 22815/46302 [24:11:46<24:55:19,  3.82s/it]
 49%|████▉     | 22816/46302 [24:11:50<24:54:56,  3.82s/it]
 49%|████▉     | 22817/46302 [24:11:54<24:53:36,  3.82s/it]
 49%|████▉     | 22818/46302 [24:11:57<24:53:02,  3.81s/it]
 49%|████▉     | 22819/46302 [24:12:01<24:54:24,  3.82s/it]
 49%|████▉     | 22820/46302 [24:12:05<24:54:05,  3.82s/it]
 49%|████▉     | 22821/46302 [24:12:09<24:53:40,  3.82s/it]
 49%|████▉     | 22822/46302 [24:12:13<24:53:23,  3.82s/it]
 49%|████▉     | 22823/46302 [24:12:17<24:53:33,  3.82s/it]
 49%|████▉     | 22824/46302 [24:12:20<24:53:00,  3.82s/it]
 49%|████▉     | 22825/46302 [24:12:24<24:53:18,  3.82s/it]
 49%|████▉     | 22826/46302 [24:12:28<24:53:36,  3.82s/it]
 49%|████▉     | 22827/46302 [24:12:32<24:53:28,  3.82s/it]
 49%|████▉     | 22828/46302 [24:12:36<24:53:42,  3.82s/it]
 49%|████▉     | 22829/46302 [24:12:39<24:53:48,  3.82s/it]
 49%|████▉     | 22830/46302 [24:12:43<24:53:58,  3.82s/it]
 49%|████▉     | 22831/46302 [24:12:47<24:54:12,  3.82s/it]
 49%|████▉     | 22832/46302 [24:12:51<24:54:05,  3.82s/it]
 49%|████▉     | 22833/46302 [24:12:55<24:54:11,  3.82s/it]
 49%|████▉     | 22834/46302 [24:12:59<24:54:06,  3.82s/it]
 49%|████▉     | 22835/46302 [24:13:02<24:54:06,  3.82s/it]
 49%|████▉     | 22836/46302 [24:13:06<24:53:40,  3.82s/it]
 49%|████▉     | 22837/46302 [24:13:10<24:53:14,  3.82s/it]
 49%|████▉     | 22838/46302 [24:13:14<24:53:04,  3.82s/it]
 49%|████▉     | 22839/46302 [24:13:18<24:53:07,  3.82s/it]
 49%|████▉     | 22840/46302 [24:13:21<24:52:52,  3.82s/it]
 49%|████▉     | 22841/46302 [24:13:25<24:52:56,  3.82s/it]
 49%|████▉     | 22842/46302 [24:13:29<24:53:01,  3.82s/it]
 49%|████▉     | 22843/46302 [24:13:33<24:52:50,  3.82s/it]
 49%|████▉     | 22844/46302 [24:13:37<24:52:43,  3.82s/it]
 49%|████▉     | 22845/46302 [24:13:41<24:52:41,  3.82s/it]
 49%|████▉     | 22846/46302 [24:13:44<24:52:23,  3.82s/it]
 49%|████▉     | 22847/46302 [24:13:48<24:52:58,  3.82s/it]
 49%|████▉     | 22848/46302 [24:13:52<24:52:32,  3.82s/it]
 49%|████▉     | 22849/46302 [24:13:56<24:52:37,  3.82s/it]
 49%|████▉     | 22850/46302 [24:14:00<24:53:03,  3.82s/it]
 49%|████▉     | 22851/46302 [24:14:03<24:52:34,  3.82s/it]
 49%|████▉     | 22852/46302 [24:14:07<24:52:31,  3.82s/it]
 49%|████▉     | 22853/46302 [24:14:11<24:52:34,  3.82s/it]
 49%|████▉     | 22854/46302 [24:14:15<24:52:04,  3.82s/it]
 49%|████▉     | 22855/46302 [24:14:19<24:51:43,  3.82s/it]
 49%|████▉     | 22856/46302 [24:14:23<24:51:43,  3.82s/it]
 49%|████▉     | 22857/46302 [24:14:26<24:51:26,  3.82s/it]
 49%|████▉     | 22858/46302 [24:14:30<24:51:08,  3.82s/it]
 49%|████▉     | 22859/46302 [24:14:34<24:51:07,  3.82s/it]
 49%|████▉     | 22860/46302 [24:14:38<24:50:38,  3.82s/it]
 49%|████▉     | 22861/46302 [24:14:42<24:50:35,  3.82s/it]
 49%|████▉     | 22862/46302 [24:14:45<24:50:28,  3.82s/it]
 49%|████▉     | 22863/46302 [24:14:49<24:50:36,  3.82s/it]
 49%|████▉     | 22864/46302 [24:14:53<24:50:20,  3.82s/it]
 49%|████▉     | 22865/46302 [24:14:57<24:50:25,  3.82s/it]
 49%|████▉     | 22866/46302 [24:15:01<24:50:28,  3.82s/it]
 49%|████▉     | 22867/46302 [24:15:04<24:50:30,  3.82s/it]
 49%|████▉     | 22868/46302 [24:15:08<24:50:46,  3.82s/it]
 49%|████▉     | 22869/46302 [24:15:12<24:51:04,  3.82s/it]
 49%|████▉     | 22870/46302 [24:15:16<24:50:57,  3.82s/it]
 49%|████▉     | 22871/46302 [24:15:20<24:50:56,  3.82s/it]
 49%|████▉     | 22872/46302 [24:15:24<24:50:33,  3.82s/it]
 49%|████▉     | 22873/46302 [24:15:27<24:50:35,  3.82s/it]
 49%|████▉     | 22874/46302 [24:15:31<24:50:40,  3.82s/it]
 49%|████▉     | 22875/46302 [24:15:35<24:50:24,  3.82s/it]
 49%|████▉     | 22876/46302 [24:15:39<24:49:59,  3.82s/it]
 49%|████▉     | 22877/46302 [24:15:43<24:49:57,  3.82s/it]
 49%|████▉     | 22878/46302 [24:15:46<24:49:49,  3.82s/it]
 49%|████▉     | 22879/46302 [24:15:50<24:49:38,  3.82s/it]
 49%|████▉     | 22880/46302 [24:15:54<24:49:51,  3.82s/it]
 49%|████▉     | 22881/46302 [24:15:58<24:50:05,  3.82s/it]
 49%|████▉     | 22882/46302 [24:16:02<24:50:12,  3.82s/it]
 49%|████▉     | 22883/46302 [24:16:06<24:50:15,  3.82s/it]
 49%|████▉     | 22884/46302 [24:16:09<24:49:56,  3.82s/it]
 49%|████▉     | 22885/46302 [24:16:13<24:49:47,  3.82s/it]
 49%|████▉     | 22886/46302 [24:16:17<24:50:02,  3.82s/it]
 49%|████▉     | 22887/46302 [24:16:21<24:49:47,  3.82s/it]
 49%|████▉     | 22888/46302 [24:16:25<24:49:24,  3.82s/it]
 49%|████▉     | 22889/46302 [24:16:28<24:49:14,  3.82s/it]
 49%|████▉     | 22890/46302 [24:16:32<24:49:06,  3.82s/it]
 49%|████▉     | 22891/46302 [24:16:36<24:48:50,  3.82s/it]
 49%|████▉     | 22892/46302 [24:16:40<24:49:15,  3.82s/it]
 49%|████▉     | 22893/46302 [24:16:44<24:49:48,  3.82s/it]
 49%|████▉     | 22894/46302 [24:16:48<24:49:38,  3.82s/it]
 49%|████▉     | 22895/46302 [24:16:51<24:49:09,  3.82s/it]
 49%|████▉     | 22896/46302 [24:16:55<24:49:08,  3.82s/it]
 49%|████▉     | 22897/46302 [24:16:59<24:49:21,  3.82s/it]
 49%|████▉     | 22898/46302 [24:17:03<24:49:01,  3.82s/it]
 49%|████▉     | 22899/46302 [24:17:07<24:49:19,  3.82s/it]
 49%|████▉     | 22900/46302 [24:17:10<24:48:55,  3.82s/it]
 49%|████▉     | 22901/46302 [24:17:14<24:49:06,  3.82s/it]
 49%|████▉     | 22902/46302 [24:17:18<24:48:43,  3.82s/it]
 49%|████▉     | 22903/46302 [24:17:22<24:48:48,  3.82s/it]
 49%|████▉     | 22904/46302 [24:17:26<24:48:15,  3.82s/it]
 49%|████▉     | 22905/46302 [24:17:30<24:48:24,  3.82s/it]
 49%|████▉     | 22906/46302 [24:17:33<24:47:50,  3.82s/it]
 49%|████▉     | 22907/46302 [24:17:37<24:47:48,  3.82s/it]
 49%|████▉     | 22908/46302 [24:17:41<24:48:07,  3.82s/it]
 49%|████▉     | 22909/46302 [24:17:45<24:48:12,  3.82s/it]
 49%|████▉     | 22910/46302 [24:17:49<24:48:31,  3.82s/it]
 49%|████▉     | 22911/46302 [24:17:52<24:48:23,  3.82s/it]
 49%|████▉     | 22912/46302 [24:17:56<24:48:45,  3.82s/it]
 49%|████▉     | 22913/46302 [24:18:00<24:48:29,  3.82s/it]
 49%|████▉     | 22914/46302 [24:18:04<24:48:00,  3.82s/it]
 49%|████▉     | 22915/46302 [24:18:08<24:47:51,  3.82s/it]
 49%|████▉     | 22916/46302 [24:18:12<24:47:13,  3.82s/it]
 49%|████▉     | 22917/46302 [24:18:15<24:47:27,  3.82s/it]
 49%|████▉     | 22918/46302 [24:18:19<24:47:50,  3.82s/it]
 49%|████▉     | 22919/46302 [24:18:23<24:47:37,  3.82s/it]
 50%|████▉     | 22920/46302 [24:18:27<24:47:06,  3.82s/it]
 50%|████▉     | 22921/46302 [24:18:31<24:47:06,  3.82s/it]
 50%|████▉     | 22922/46302 [24:18:34<24:46:59,  3.82s/it]
 50%|████▉     | 22923/46302 [24:18:38<24:47:36,  3.82s/it]
 50%|████▉     | 22924/46302 [24:18:42<24:47:53,  3.82s/it]
 50%|████▉     | 22925/46302 [24:18:46<24:47:30,  3.82s/it]
 50%|████▉     | 22926/46302 [24:18:50<24:47:24,  3.82s/it]
 50%|████▉     | 22927/46302 [24:18:54<24:47:37,  3.82s/it]
 50%|████▉     | 22928/46302 [24:18:57<24:47:27,  3.82s/it]
 50%|████▉     | 22929/46302 [24:19:01<24:47:22,  3.82s/it]
 50%|████▉     | 22930/46302 [24:19:05<24:47:41,  3.82s/it]
 50%|████▉     | 22931/46302 [24:19:09<24:47:47,  3.82s/it]
 50%|████▉     | 22932/46302 [24:19:13<24:47:30,  3.82s/it]
 50%|████▉     | 22933/46302 [24:19:16<24:47:33,  3.82s/it]
 50%|████▉     | 22934/46302 [24:19:20<24:47:26,  3.82s/it]
 50%|████▉     | 22935/46302 [24:19:24<24:47:24,  3.82s/it]
 50%|████▉     | 22936/46302 [24:19:28<24:47:26,  3.82s/it]
 50%|████▉     | 22937/46302 [24:19:32<24:47:05,  3.82s/it]
 50%|████▉     | 22938/46302 [24:19:36<24:46:47,  3.82s/it]
 50%|████▉     | 22939/46302 [24:19:39<24:47:18,  3.82s/it]
 50%|████▉     | 22940/46302 [24:19:43<24:47:12,  3.82s/it]
 50%|████▉     | 22941/46302 [24:19:47<24:47:22,  3.82s/it]
 50%|████▉     | 22942/46302 [24:19:51<24:46:33,  3.82s/it]
 50%|████▉     | 22943/46302 [24:19:55<24:46:38,  3.82s/it]
 50%|████▉     | 22944/46302 [24:19:58<24:45:39,  3.82s/it]
 50%|████▉     | 22945/46302 [24:20:02<24:45:35,  3.82s/it]
 50%|████▉     | 22946/46302 [24:20:06<24:45:52,  3.82s/it]
 50%|████▉     | 22947/46302 [24:20:10<24:46:17,  3.82s/it]
 50%|████▉     | 22948/46302 [24:20:14<24:46:17,  3.82s/it]
 50%|████▉     | 22949/46302 [24:20:18<24:46:20,  3.82s/it]
 50%|████▉     | 22950/46302 [24:20:21<24:46:08,  3.82s/it]
 50%|████▉     | 22951/46302 [24:20:25<24:45:39,  3.82s/it]
 50%|████▉     | 22952/46302 [24:20:29<24:45:45,  3.82s/it]
 50%|████▉     | 22953/46302 [24:20:33<24:45:10,  3.82s/it]
 50%|████▉     | 22954/46302 [24:20:37<24:45:41,  3.82s/it]
 50%|████▉     | 22955/46302 [24:20:40<24:45:48,  3.82s/it]
 50%|████▉     | 22956/46302 [24:20:44<24:45:52,  3.82s/it]
 50%|████▉     | 22957/46302 [24:20:48<24:45:49,  3.82s/it]
 50%|████▉     | 22958/46302 [24:20:52<24:45:36,  3.82s/it]
 50%|████▉     | 22959/46302 [24:20:56<24:45:13,  3.82s/it]
 50%|████▉     | 22960/46302 [24:21:00<24:45:32,  3.82s/it]
 50%|████▉     | 22961/46302 [24:21:03<24:45:27,  3.82s/it]
 50%|████▉     | 22962/46302 [24:21:07<24:45:32,  3.82s/it]
 50%|████▉     | 22963/46302 [24:21:11<24:45:36,  3.82s/it]
 50%|████▉     | 22964/46302 [24:21:15<24:45:53,  3.82s/it]
 50%|████▉     | 22965/46302 [24:21:19<24:45:52,  3.82s/it]
 50%|████▉     | 22966/46302 [24:21:22<24:45:49,  3.82s/it]
 50%|████▉     | 22967/46302 [24:21:26<24:45:44,  3.82s/it]
 50%|████▉     | 22968/46302 [24:21:30<24:45:24,  3.82s/it]
 50%|████▉     | 22969/46302 [24:21:34<24:45:20,  3.82s/it]
 50%|████▉     | 22970/46302 [24:21:38<24:45:31,  3.82s/it]
 50%|████▉     | 22971/46302 [24:21:42<24:45:35,  3.82s/it]
 50%|████▉     | 22972/46302 [24:21:45<24:45:37,  3.82s/it]
 50%|████▉     | 22973/46302 [24:21:49<24:45:35,  3.82s/it]
 50%|████▉     | 22974/46302 [24:21:53<24:45:37,  3.82s/it]
 50%|████▉     | 22975/46302 [24:21:57<24:45:21,  3.82s/it]
 50%|████▉     | 22976/46302 [24:22:01<24:45:19,  3.82s/it]
 50%|████▉     | 22977/46302 [24:22:04<24:44:56,  3.82s/it]
 50%|████▉     | 22978/46302 [24:22:08<24:45:19,  3.82s/it]
 50%|████▉     | 22979/46302 [24:22:12<24:45:23,  3.82s/it]
 50%|████▉     | 22980/46302 [24:22:16<24:45:29,  3.82s/it]
 50%|████▉     | 22981/46302 [24:22:20<24:45:03,  3.82s/it]
 50%|████▉     | 22982/46302 [24:22:24<24:45:04,  3.82s/it]
 50%|████▉     | 22983/46302 [24:22:27<24:45:04,  3.82s/it]
 50%|████▉     | 22984/46302 [24:22:31<24:45:09,  3.82s/it]
 50%|████▉     | 22985/46302 [24:22:35<24:45:22,  3.82s/it]
 50%|████▉     | 22986/46302 [24:22:39<24:44:54,  3.82s/it]
 50%|████▉     | 22987/46302 [24:22:43<24:44:51,  3.82s/it]
 50%|████▉     | 22988/46302 [24:22:47<24:44:42,  3.82s/it]
 50%|████▉     | 22989/46302 [24:22:50<24:44:33,  3.82s/it]
 50%|████▉     | 22990/46302 [24:22:54<24:44:42,  3.82s/it]
 50%|████▉     | 22991/46302 [24:22:58<24:45:12,  3.82s/it]
 50%|████▉     | 22992/46302 [24:23:02<24:45:20,  3.82s/it]
 50%|████▉     | 22993/46302 [24:23:06<24:45:06,  3.82s/it]
 50%|████▉     | 22994/46302 [24:23:09<24:44:52,  3.82s/it]
 50%|████▉     | 22995/46302 [24:23:13<24:45:01,  3.82s/it]
 50%|████▉     | 22996/46302 [24:23:17<24:44:05,  3.82s/it]
 50%|████▉     | 22997/46302 [24:23:21<24:43:40,  3.82s/it]
 50%|████▉     | 22998/46302 [24:23:25<24:43:09,  3.82s/it]
 50%|████▉     | 22999/46302 [24:23:29<24:43:03,  3.82s/it]
 50%|████▉     | 23000/46302 [24:23:32<24:42:48,  3.82s/it]
                                                           
{'loss': 3.2393, 'learning_rate': 0.002571851132400336, 'epoch': 0.5}

 50%|████▉     | 23000/46302 [24:23:32<24:42:48,  3.82s/it]
 50%|████▉     | 23001/46302 [24:23:36<24:43:30,  3.82s/it]
 50%|████▉     | 23002/46302 [24:23:40<24:43:29,  3.82s/it]
 50%|████▉     | 23003/46302 [24:23:44<24:43:01,  3.82s/it]
 50%|████▉     | 23004/46302 [24:23:48<24:42:28,  3.82s/it]
 50%|████▉     | 23005/46302 [24:23:51<24:41:58,  3.82s/it]
 50%|████▉     | 23006/46302 [24:23:55<24:42:00,  3.82s/it]
 50%|████▉     | 23007/46302 [24:23:59<24:42:36,  3.82s/it]
 50%|████▉     | 23008/46302 [24:24:03<24:42:26,  3.82s/it]
 50%|████▉     | 23009/46302 [24:24:07<24:42:17,  3.82s/it]
 50%|████▉     | 23010/46302 [24:24:11<24:42:31,  3.82s/it]
 50%|████▉     | 23011/46302 [24:24:14<24:42:22,  3.82s/it]
 50%|████▉     | 23012/46302 [24:24:18<24:42:22,  3.82s/it]
 50%|████▉     | 23013/46302 [24:24:22<24:42:02,  3.82s/it]
 50%|████▉     | 23014/46302 [24:24:26<24:41:46,  3.82s/it]
 50%|████▉     | 23015/46302 [24:24:30<24:41:28,  3.82s/it]
 50%|████▉     | 23016/46302 [24:24:33<24:41:11,  3.82s/it]
 50%|████▉     | 23017/46302 [24:24:37<24:41:21,  3.82s/it]
 50%|████▉     | 23018/46302 [24:24:41<24:41:41,  3.82s/it]
 50%|████▉     | 23019/46302 [24:24:45<24:41:16,  3.82s/it]
 50%|████▉     | 23020/46302 [24:24:49<24:41:27,  3.82s/it]
 50%|████▉     | 23021/46302 [24:24:53<24:41:13,  3.82s/it]
 50%|████▉     | 23022/46302 [24:24:56<24:41:16,  3.82s/it]
 50%|████▉     | 23023/46302 [24:25:00<24:41:01,  3.82s/it]
 50%|████▉     | 23024/46302 [24:25:04<24:41:30,  3.82s/it]
 50%|████▉     | 23025/46302 [24:25:08<24:41:44,  3.82s/it]
 50%|████▉     | 23026/46302 [24:25:12<24:41:23,  3.82s/it]
 50%|████▉     | 23027/46302 [24:25:15<24:41:22,  3.82s/it]
 50%|████▉     | 23028/46302 [24:25:19<24:41:32,  3.82s/it]
 50%|████▉     | 23029/46302 [24:25:23<24:40:56,  3.82s/it]
 50%|████▉     | 23030/46302 [24:25:27<24:40:55,  3.82s/it]
 50%|████▉     | 23031/46302 [24:25:31<24:40:41,  3.82s/it]
 50%|████▉     | 23032/46302 [24:25:35<24:40:50,  3.82s/it]
 50%|████▉     | 23033/46302 [24:25:38<24:40:38,  3.82s/it]
 50%|████▉     | 23034/46302 [24:25:42<24:40:51,  3.82s/it]
 50%|████▉     | 23035/46302 [24:25:46<24:41:02,  3.82s/it]
 50%|████▉     | 23036/46302 [24:25:50<24:41:05,  3.82s/it]
 50%|████▉     | 23037/46302 [24:25:54<24:40:25,  3.82s/it]
 50%|████▉     | 23038/46302 [24:25:57<24:40:16,  3.82s/it]
 50%|████▉     | 23039/46302 [24:26:01<24:39:37,  3.82s/it]
 50%|████▉     | 23040/46302 [24:26:05<24:40:08,  3.82s/it]
 50%|████▉     | 23041/46302 [24:26:09<24:40:22,  3.82s/it]
 50%|████▉     | 23042/46302 [24:26:13<24:40:29,  3.82s/it]
 50%|████▉     | 23043/46302 [24:26:17<24:40:41,  3.82s/it]
 50%|████▉     | 23044/46302 [24:26:20<24:40:42,  3.82s/it]
 50%|████▉     | 23045/46302 [24:26:24<24:40:13,  3.82s/it]
 50%|████▉     | 23046/46302 [24:26:28<24:39:42,  3.82s/it]
 50%|████▉     | 23047/46302 [24:26:32<24:39:10,  3.82s/it]
 50%|████▉     | 23048/46302 [24:26:36<24:39:40,  3.82s/it]
 50%|████▉     | 23049/46302 [24:26:39<24:39:12,  3.82s/it]
 50%|████▉     | 23050/46302 [24:26:43<24:39:35,  3.82s/it]
 50%|████▉     | 23051/46302 [24:26:47<24:39:43,  3.82s/it]
 50%|████▉     | 23052/46302 [24:26:51<24:39:08,  3.82s/it]
 50%|████▉     | 23053/46302 [24:26:55<24:39:14,  3.82s/it]
 50%|████▉     | 23054/46302 [24:26:59<24:39:38,  3.82s/it]
 50%|████▉     | 23055/46302 [24:27:02<24:39:45,  3.82s/it]
 50%|████▉     | 23056/46302 [24:27:06<24:39:39,  3.82s/it]
 50%|████▉     | 23057/46302 [24:27:10<24:39:53,  3.82s/it]
 50%|████▉     | 23058/46302 [24:27:14<24:39:44,  3.82s/it]
 50%|████▉     | 23059/46302 [24:27:18<24:39:40,  3.82s/it]
 50%|████▉     | 23060/46302 [24:27:21<24:39:31,  3.82s/it]
 50%|████▉     | 23061/46302 [24:27:25<24:39:28,  3.82s/it]
 50%|████▉     | 23062/46302 [24:27:29<24:39:25,  3.82s/it]
 50%|████▉     | 23063/46302 [24:27:33<24:39:10,  3.82s/it]
 50%|████▉     | 23064/46302 [24:27:37<24:39:26,  3.82s/it]
 50%|████▉     | 23065/46302 [24:27:41<24:39:03,  3.82s/it]
 50%|████▉     | 23066/46302 [24:27:44<24:39:04,  3.82s/it]
 50%|████▉     | 23067/46302 [24:27:48<24:38:16,  3.82s/it]
 50%|████▉     | 23068/46302 [24:27:52<24:37:59,  3.82s/it]
 50%|████▉     | 23069/46302 [24:27:56<24:37:58,  3.82s/it]
 50%|████▉     | 23070/46302 [24:28:00<24:38:37,  3.82s/it]
 50%|████▉     | 23071/46302 [24:28:03<24:38:49,  3.82s/it]
 50%|████▉     | 23072/46302 [24:28:07<24:38:41,  3.82s/it]
 50%|████▉     | 23073/46302 [24:28:11<24:37:57,  3.82s/it]
 50%|████▉     | 23074/46302 [24:28:15<24:38:07,  3.82s/it]
 50%|████▉     | 23075/46302 [24:28:19<24:38:13,  3.82s/it]
 50%|████▉     | 23076/46302 [24:28:23<24:37:48,  3.82s/it]
 50%|████▉     | 23077/46302 [24:28:26<24:37:30,  3.82s/it]
 50%|████▉     | 23078/46302 [24:28:30<24:37:28,  3.82s/it]
 50%|████▉     | 23079/46302 [24:28:34<24:37:38,  3.82s/it]
 50%|████▉     | 23080/46302 [24:28:38<24:37:44,  3.82s/it]
 50%|████▉     | 23081/46302 [24:28:42<24:38:01,  3.82s/it]
 50%|████▉     | 23082/46302 [24:28:45<24:38:24,  3.82s/it]
 50%|████▉     | 23083/46302 [24:28:49<24:38:23,  3.82s/it]
 50%|████▉     | 23084/46302 [24:28:53<24:38:27,  3.82s/it]
 50%|████▉     | 23085/46302 [24:28:57<24:38:20,  3.82s/it]
 50%|████▉     | 23086/46302 [24:29:01<24:38:06,  3.82s/it]
 50%|████▉     | 23087/46302 [24:29:05<24:37:41,  3.82s/it]
 50%|████▉     | 23088/46302 [24:29:08<24:37:23,  3.82s/it]
 50%|████▉     | 23089/46302 [24:29:12<24:37:08,  3.82s/it]
 50%|████▉     | 23090/46302 [24:29:16<24:37:29,  3.82s/it]
 50%|████▉     | 23091/46302 [24:29:20<24:37:19,  3.82s/it]
 50%|████▉     | 23092/46302 [24:29:24<24:37:39,  3.82s/it]
 50%|████▉     | 23093/46302 [24:29:27<24:37:40,  3.82s/it]
 50%|████▉     | 23094/46302 [24:29:31<24:37:15,  3.82s/it]
 50%|████▉     | 23095/46302 [24:29:35<24:37:25,  3.82s/it]
 50%|████▉     | 23096/46302 [24:29:39<24:37:16,  3.82s/it]
 50%|████▉     | 23097/46302 [24:29:43<24:37:24,  3.82s/it]
 50%|████▉     | 23098/46302 [24:29:47<24:37:14,  3.82s/it]
 50%|████▉     | 23099/46302 [24:29:50<24:37:04,  3.82s/it]
 50%|████▉     | 23100/46302 [24:29:54<24:36:49,  3.82s/it]
 50%|████▉     | 23101/46302 [24:29:58<24:36:45,  3.82s/it]
 50%|████▉     | 23102/46302 [24:30:02<24:36:46,  3.82s/it]
 50%|████▉     | 23103/46302 [24:30:06<24:37:02,  3.82s/it]
 50%|████▉     | 23104/46302 [24:30:09<24:37:30,  3.82s/it]
 50%|████▉     | 23105/46302 [24:30:13<24:37:20,  3.82s/it]
 50%|████▉     | 23106/46302 [24:30:17<24:37:46,  3.82s/it]
 50%|████▉     | 23107/46302 [24:30:21<24:37:18,  3.82s/it]
 50%|████▉     | 23108/46302 [24:30:25<24:37:20,  3.82s/it]
 50%|████▉     | 23109/46302 [24:30:29<24:36:49,  3.82s/it]
 50%|████▉     | 23110/46302 [24:30:32<24:36:21,  3.82s/it]
 50%|████▉     | 23111/46302 [24:30:36<24:35:23,  3.82s/it]
 50%|████▉     | 23112/46302 [24:30:40<24:35:51,  3.82s/it]
 50%|████▉     | 23113/46302 [24:30:44<24:36:11,  3.82s/it]
 50%|████▉     | 23114/46302 [24:30:48<24:36:35,  3.82s/it]
 50%|████▉     | 23115/46302 [24:30:52<24:36:34,  3.82s/it]
 50%|████▉     | 23116/46302 [24:30:55<24:36:36,  3.82s/it]
 50%|████▉     | 23117/46302 [24:30:59<24:36:12,  3.82s/it]
 50%|████▉     | 23118/46302 [24:31:03<24:36:01,  3.82s/it]
 50%|████▉     | 23119/46302 [24:31:07<24:35:19,  3.82s/it]
 50%|████▉     | 23120/46302 [24:31:11<24:35:04,  3.82s/it]
 50%|████▉     | 23121/46302 [24:31:14<24:35:08,  3.82s/it]
 50%|████▉     | 23122/46302 [24:31:18<24:35:30,  3.82s/it]
 50%|████▉     | 23123/46302 [24:31:22<24:35:15,  3.82s/it]
 50%|████▉     | 23124/46302 [24:31:26<24:35:10,  3.82s/it]
 50%|████▉     | 23125/46302 [24:31:30<24:35:27,  3.82s/it]
 50%|████▉     | 23126/46302 [24:31:34<24:35:57,  3.82s/it]
 50%|████▉     | 23127/46302 [24:31:37<24:35:23,  3.82s/it]
 50%|████▉     | 23128/46302 [24:31:41<24:35:54,  3.82s/it]
 50%|████▉     | 23129/46302 [24:31:45<24:35:56,  3.82s/it]
 50%|████▉     | 23130/46302 [24:31:49<24:35:13,  3.82s/it]
 50%|████▉     | 23131/46302 [24:31:53<24:33:55,  3.82s/it]
 50%|████▉     | 23132/46302 [24:31:56<24:34:04,  3.82s/it]
 50%|████▉     | 23133/46302 [24:32:00<24:34:08,  3.82s/it]
 50%|████▉     | 23134/46302 [24:32:04<24:34:25,  3.82s/it]
 50%|████▉     | 23135/46302 [24:32:08<24:34:56,  3.82s/it]
 50%|████▉     | 23136/46302 [24:32:12<24:34:38,  3.82s/it]
 50%|████▉     | 23137/46302 [24:32:16<24:34:35,  3.82s/it]
 50%|████▉     | 23138/46302 [24:32:19<24:34:18,  3.82s/it]
 50%|████▉     | 23139/46302 [24:32:23<24:33:47,  3.82s/it]
 50%|████▉     | 23140/46302 [24:32:27<24:33:56,  3.82s/it]
 50%|████▉     | 23141/46302 [24:32:31<24:33:00,  3.82s/it]
 50%|████▉     | 23142/46302 [24:32:35<24:33:05,  3.82s/it]
 50%|████▉     | 23143/46302 [24:32:38<24:33:14,  3.82s/it]
 50%|████▉     | 23144/46302 [24:32:42<24:32:56,  3.82s/it]
 50%|████▉     | 23145/46302 [24:32:46<24:32:46,  3.82s/it]
 50%|████▉     | 23146/46302 [24:32:50<24:32:11,  3.81s/it]
 50%|████▉     | 23147/46302 [24:32:54<24:32:35,  3.82s/it]
 50%|████▉     | 23148/46302 [24:32:58<24:32:45,  3.82s/it]
 50%|████▉     | 23149/46302 [24:33:01<24:32:43,  3.82s/it]
 50%|████▉     | 23150/46302 [24:33:05<24:33:04,  3.82s/it]
 50%|█████     | 23151/46302 [24:33:09<24:33:41,  3.82s/it]
 50%|█████     | 23152/46302 [24:33:13<24:33:23,  3.82s/it]
 50%|█████     | 23153/46302 [24:33:17<24:32:53,  3.82s/it]
 50%|█████     | 23154/46302 [24:33:20<24:32:19,  3.82s/it]
 50%|█████     | 23155/46302 [24:33:24<24:32:38,  3.82s/it]
 50%|█████     | 23156/46302 [24:33:28<24:32:28,  3.82s/it]
 50%|█████     | 23157/46302 [24:33:32<24:32:33,  3.82s/it]
 50%|█████     | 23158/46302 [24:33:36<24:32:41,  3.82s/it]
 50%|█████     | 23159/46302 [24:33:40<24:31:57,  3.82s/it]
 50%|█████     | 23160/46302 [24:33:43<24:31:41,  3.82s/it]
 50%|█████     | 23161/46302 [24:33:47<24:31:40,  3.82s/it]
 50%|█████     | 23162/46302 [24:33:51<24:31:46,  3.82s/it]
 50%|█████     | 23163/46302 [24:33:55<24:31:45,  3.82s/it]
 50%|█████     | 23164/46302 [24:33:59<24:32:07,  3.82s/it]
 50%|█████     | 23165/46302 [24:34:02<24:32:12,  3.82s/it]
 50%|█████     | 23166/46302 [24:34:06<24:32:17,  3.82s/it]
 50%|█████     | 23167/46302 [24:34:10<24:31:50,  3.82s/it]
 50%|█████     | 23168/46302 [24:34:14<24:32:15,  3.82s/it]
 50%|█████     | 23169/46302 [24:34:18<24:32:05,  3.82s/it]
 50%|█████     | 23170/46302 [24:34:22<24:32:13,  3.82s/it]
 50%|█████     | 23171/46302 [24:34:25<24:31:31,  3.82s/it]
 50%|█████     | 23172/46302 [24:34:29<24:31:17,  3.82s/it]
 50%|█████     | 23173/46302 [24:34:33<24:31:39,  3.82s/it]
 50%|█████     | 23174/46302 [24:34:37<24:31:57,  3.82s/it]
 50%|█████     | 23175/46302 [24:34:41<24:30:38,  3.82s/it]
 50%|█████     | 23176/46302 [24:34:44<24:31:10,  3.82s/it]
 50%|█████     | 23177/46302 [24:34:48<24:30:43,  3.82s/it]
 50%|█████     | 23178/46302 [24:34:52<24:30:29,  3.82s/it]
 50%|█████     | 23179/46302 [24:34:56<24:31:13,  3.82s/it]
 50%|█████     | 23180/46302 [24:35:00<24:31:15,  3.82s/it]
 50%|█████     | 23181/46302 [24:35:03<24:31:24,  3.82s/it]
 50%|█████     | 23182/46302 [24:35:07<24:31:04,  3.82s/it]
 50%|█████     | 23183/46302 [24:35:11<24:31:07,  3.82s/it]
 50%|█████     | 23184/46302 [24:35:15<24:30:50,  3.82s/it]
 50%|█████     | 23185/46302 [24:35:19<24:30:46,  3.82s/it]
 50%|█████     | 23186/46302 [24:35:23<24:30:55,  3.82s/it]
 50%|█████     | 23187/46302 [24:35:26<24:30:41,  3.82s/it]
 50%|█████     | 23188/46302 [24:35:30<24:30:19,  3.82s/it]
 50%|█████     | 23189/46302 [24:35:34<24:30:43,  3.82s/it]
 50%|█████     | 23190/46302 [24:35:38<24:30:42,  3.82s/it]
 50%|█████     | 23191/46302 [24:35:42<24:29:58,  3.82s/it]
 50%|█████     | 23192/46302 [24:35:45<24:29:37,  3.82s/it]
 50%|█████     | 23193/46302 [24:35:49<24:29:15,  3.81s/it]
 50%|█████     | 23194/46302 [24:35:53<24:29:18,  3.82s/it]
 50%|█████     | 23195/46302 [24:35:57<24:29:00,  3.81s/it]
 50%|█████     | 23196/46302 [24:36:01<24:29:08,  3.81s/it]
 50%|█████     | 23197/46302 [24:36:05<24:28:55,  3.81s/it]
 50%|█████     | 23198/46302 [24:36:08<24:28:43,  3.81s/it]
 50%|█████     | 23199/46302 [24:36:12<24:28:56,  3.81s/it]
 50%|█████     | 23200/46302 [24:36:16<24:28:42,  3.81s/it]
 50%|█████     | 23201/46302 [24:36:20<24:29:04,  3.82s/it]
 50%|█████     | 23202/46302 [24:36:24<24:29:05,  3.82s/it]
 50%|█████     | 23203/46302 [24:36:27<24:28:42,  3.82s/it]
 50%|█████     | 23204/46302 [24:36:31<24:28:49,  3.82s/it]
 50%|█████     | 23205/46302 [24:36:35<24:28:55,  3.82s/it]
 50%|█████     | 23206/46302 [24:36:39<24:28:46,  3.82s/it]
 50%|█████     | 23207/46302 [24:36:43<24:28:24,  3.81s/it]
 50%|█████     | 23208/46302 [24:36:47<24:28:23,  3.81s/it]
 50%|█████     | 23209/46302 [24:36:50<24:28:03,  3.81s/it]
 50%|█████     | 23210/46302 [24:36:54<24:28:38,  3.82s/it]
 50%|█████     | 23211/46302 [24:36:58<24:28:19,  3.82s/it]
 50%|█████     | 23212/46302 [24:37:02<24:28:38,  3.82s/it]
 50%|█████     | 23213/46302 [24:37:06<24:28:33,  3.82s/it]
 50%|█████     | 23214/46302 [24:37:09<24:28:20,  3.82s/it]
 50%|█████     | 23215/46302 [24:37:13<24:28:03,  3.82s/it]
 50%|█████     | 23216/46302 [24:37:17<24:27:53,  3.82s/it]
 50%|█████     | 23217/46302 [24:37:21<24:27:51,  3.82s/it]
 50%|█████     | 23218/46302 [24:37:25<24:27:34,  3.81s/it]
 50%|█████     | 23219/46302 [24:37:28<24:27:32,  3.81s/it]
 50%|█████     | 23220/46302 [24:37:32<24:27:39,  3.82s/it]
 50%|█████     | 23221/46302 [24:37:36<24:27:35,  3.82s/it]
 50%|█████     | 23222/46302 [24:37:40<24:27:44,  3.82s/it]
 50%|█████     | 23223/46302 [24:37:44<24:27:59,  3.82s/it]
 50%|█████     | 23224/46302 [24:37:48<24:28:06,  3.82s/it]
 50%|█████     | 23225/46302 [24:37:51<24:27:54,  3.82s/it]
 50%|█████     | 23226/46302 [24:37:55<24:27:37,  3.82s/it]
 50%|█████     | 23227/46302 [24:37:59<24:27:19,  3.82s/it]
 50%|█████     | 23228/46302 [24:38:03<24:27:10,  3.82s/it]
 50%|█████     | 23229/46302 [24:38:07<24:27:13,  3.82s/it]
 50%|█████     | 23230/46302 [24:38:10<24:27:27,  3.82s/it]
 50%|█████     | 23231/46302 [24:38:14<24:27:43,  3.82s/it]
 50%|█████     | 23232/46302 [24:38:18<24:28:04,  3.82s/it]
 50%|█████     | 23233/46302 [24:38:22<24:27:34,  3.82s/it]
 50%|█████     | 23234/46302 [24:38:26<24:27:10,  3.82s/it]
 50%|█████     | 23235/46302 [24:38:30<24:26:57,  3.82s/it]
 50%|█████     | 23236/46302 [24:38:33<24:26:37,  3.82s/it]
 50%|█████     | 23237/46302 [24:38:37<24:26:38,  3.82s/it]
 50%|█████     | 23238/46302 [24:38:41<24:26:41,  3.82s/it]
 50%|█████     | 23239/46302 [24:38:45<24:26:33,  3.82s/it]
 50%|█████     | 23240/46302 [24:38:49<24:26:22,  3.82s/it]
 50%|█████     | 23241/46302 [24:38:52<24:26:26,  3.82s/it]
 50%|█████     | 23242/46302 [24:38:56<24:26:52,  3.82s/it]
 50%|█████     | 23243/46302 [24:39:00<24:26:41,  3.82s/it]
 50%|█████     | 23244/46302 [24:39:04<24:27:30,  3.82s/it]
 50%|█████     | 23245/46302 [24:39:08<24:27:14,  3.82s/it]
 50%|█████     | 23246/46302 [24:39:12<24:27:27,  3.82s/it]
 50%|█████     | 23247/46302 [24:39:15<24:27:15,  3.82s/it]
 50%|█████     | 23248/46302 [24:39:19<24:26:51,  3.82s/it]
 50%|█████     | 23249/46302 [24:39:23<24:27:08,  3.82s/it]
 50%|█████     | 23250/46302 [24:39:27<24:27:04,  3.82s/it]
 50%|█████     | 23251/46302 [24:39:31<24:27:12,  3.82s/it]
 50%|█████     | 23252/46302 [24:39:34<24:26:23,  3.82s/it]
 50%|█████     | 23253/46302 [24:39:38<24:26:10,  3.82s/it]
 50%|█████     | 23254/46302 [24:39:42<24:25:47,  3.82s/it]
 50%|█████     | 23255/46302 [24:39:46<24:25:41,  3.82s/it]
 50%|█████     | 23256/46302 [24:39:50<24:25:36,  3.82s/it]
 50%|█████     | 23257/46302 [24:39:54<24:25:27,  3.82s/it]
 50%|█████     | 23258/46302 [24:39:57<24:25:41,  3.82s/it]
 50%|█████     | 23259/46302 [24:40:01<24:25:25,  3.82s/it]
 50%|█████     | 23260/46302 [24:40:05<24:25:19,  3.82s/it]
 50%|█████     | 23261/46302 [24:40:09<24:25:31,  3.82s/it]
 50%|█████     | 23262/46302 [24:40:13<24:25:54,  3.82s/it]
 50%|█████     | 23263/46302 [24:40:16<24:25:32,  3.82s/it]
 50%|█████     | 23264/46302 [24:40:20<24:25:31,  3.82s/it]
 50%|█████     | 23265/46302 [24:40:24<24:25:29,  3.82s/it]
 50%|█████     | 23266/46302 [24:40:28<24:25:49,  3.82s/it]
 50%|█████     | 23267/46302 [24:40:32<24:25:52,  3.82s/it]
 50%|█████     | 23268/46302 [24:40:36<24:25:50,  3.82s/it]
 50%|█████     | 23269/46302 [24:40:39<24:25:39,  3.82s/it]
 50%|█████     | 23270/46302 [24:40:43<24:25:39,  3.82s/it]
 50%|█████     | 23271/46302 [24:40:47<24:25:26,  3.82s/it]
 50%|█████     | 23272/46302 [24:40:51<24:25:32,  3.82s/it]
 50%|█████     | 23273/46302 [24:40:55<24:24:57,  3.82s/it]
 50%|█████     | 23274/46302 [24:40:58<24:24:45,  3.82s/it]
 50%|█████     | 23275/46302 [24:41:02<24:24:50,  3.82s/it]
 50%|█████     | 23276/46302 [24:41:06<24:25:39,  3.82s/it]
 50%|█████     | 23277/46302 [24:41:10<24:25:56,  3.82s/it]
 50%|█████     | 23278/46302 [24:41:14<24:25:25,  3.82s/it]
 50%|█████     | 23279/46302 [24:41:18<24:24:59,  3.82s/it]
 50%|█████     | 23280/46302 [24:41:21<24:25:04,  3.82s/it]
 50%|█████     | 23281/46302 [24:41:25<24:24:44,  3.82s/it]
 50%|█████     | 23282/46302 [24:41:29<24:25:05,  3.82s/it]
 50%|█████     | 23283/46302 [24:41:33<24:24:54,  3.82s/it]
 50%|█████     | 23284/46302 [24:41:37<24:25:31,  3.82s/it]
 50%|█████     | 23285/46302 [24:41:40<24:25:39,  3.82s/it]
 50%|█████     | 23286/46302 [24:41:44<24:25:32,  3.82s/it]
 50%|█████     | 23287/46302 [24:41:48<24:25:11,  3.82s/it]
 50%|█████     | 23288/46302 [24:41:52<24:25:00,  3.82s/it]
 50%|█████     | 23289/46302 [24:41:56<24:25:20,  3.82s/it]
 50%|█████     | 23290/46302 [24:42:00<24:25:02,  3.82s/it]
 50%|█████     | 23291/46302 [24:42:03<24:24:20,  3.82s/it]
 50%|█████     | 23292/46302 [24:42:07<24:24:06,  3.82s/it]
 50%|█████     | 23293/46302 [24:42:11<24:24:28,  3.82s/it]
 50%|█████     | 23294/46302 [24:42:15<24:24:39,  3.82s/it]
 50%|█████     | 23295/46302 [24:42:19<24:24:36,  3.82s/it]
 50%|█████     | 23296/46302 [24:42:22<24:24:40,  3.82s/it]
 50%|█████     | 23297/46302 [24:42:26<24:23:57,  3.82s/it]
 50%|█████     | 23298/46302 [24:42:30<24:23:50,  3.82s/it]
 50%|█████     | 23299/46302 [24:42:34<24:23:45,  3.82s/it]
 50%|█████     | 23300/46302 [24:42:38<24:23:57,  3.82s/it]
 50%|█████     | 23301/46302 [24:42:42<24:23:51,  3.82s/it]
 50%|█████     | 23302/46302 [24:42:45<24:23:22,  3.82s/it]
 50%|█████     | 23303/46302 [24:42:49<24:23:11,  3.82s/it]
 50%|█████     | 23304/46302 [24:42:53<24:22:54,  3.82s/it]
 50%|█████     | 23305/46302 [24:42:57<24:23:08,  3.82s/it]
 50%|█████     | 23306/46302 [24:43:01<24:23:20,  3.82s/it]
 50%|█████     | 23307/46302 [24:43:04<24:23:19,  3.82s/it]
 50%|█████     | 23308/46302 [24:43:08<24:23:16,  3.82s/it]
 50%|█████     | 23309/46302 [24:43:12<24:23:33,  3.82s/it]
 50%|█████     | 23310/46302 [24:43:16<24:23:26,  3.82s/it]
 50%|█████     | 23311/46302 [24:43:20<24:23:07,  3.82s/it]
 50%|█████     | 23312/46302 [24:43:24<24:23:05,  3.82s/it]
 50%|█████     | 23313/46302 [24:43:27<24:23:11,  3.82s/it]
 50%|█████     | 23314/46302 [24:43:31<24:22:47,  3.82s/it]
 50%|█████     | 23315/46302 [24:43:35<24:22:09,  3.82s/it]
 50%|█████     | 23316/46302 [24:43:39<24:22:36,  3.82s/it]
 50%|█████     | 23317/46302 [24:43:43<24:22:43,  3.82s/it]
 50%|█████     | 23318/46302 [24:43:46<24:22:40,  3.82s/it]
 50%|█████     | 23319/46302 [24:43:50<24:22:35,  3.82s/it]
 50%|█████     | 23320/46302 [24:43:54<24:22:16,  3.82s/it]
 50%|█████     | 23321/46302 [24:43:58<24:22:01,  3.82s/it]
 50%|█████     | 23322/46302 [24:44:02<24:21:50,  3.82s/it]
 50%|█████     | 23323/46302 [24:44:06<24:21:57,  3.82s/it]
 50%|█████     | 23324/46302 [24:44:09<24:22:19,  3.82s/it]
 50%|█████     | 23325/46302 [24:44:13<24:22:25,  3.82s/it]
 50%|█████     | 23326/46302 [24:44:17<24:22:53,  3.82s/it]
 50%|█████     | 23327/46302 [24:44:21<24:22:34,  3.82s/it]
 50%|█████     | 23328/46302 [24:44:25<24:22:29,  3.82s/it]
 50%|█████     | 23329/46302 [24:44:28<24:22:42,  3.82s/it]
 50%|█████     | 23330/46302 [24:44:32<24:22:47,  3.82s/it]
 50%|█████     | 23331/46302 [24:44:36<24:22:27,  3.82s/it]
 50%|█████     | 23332/46302 [24:44:40<24:21:57,  3.82s/it]
 50%|█████     | 23333/46302 [24:44:44<24:21:16,  3.82s/it]
 50%|█████     | 23334/46302 [24:44:48<24:21:38,  3.82s/it]
 50%|█████     | 23335/46302 [24:44:51<24:21:46,  3.82s/it]
 50%|█████     | 23336/46302 [24:44:55<24:21:54,  3.82s/it]
 50%|█████     | 23337/46302 [24:44:59<24:21:15,  3.82s/it]
 50%|█████     | 23338/46302 [24:45:03<24:21:20,  3.82s/it]
 50%|█████     | 23339/46302 [24:45:07<24:21:57,  3.82s/it]
 50%|█████     | 23340/46302 [24:45:10<24:22:04,  3.82s/it]
 50%|█████     | 23341/46302 [24:45:14<24:22:01,  3.82s/it]
 50%|█████     | 23342/46302 [24:45:18<24:21:35,  3.82s/it]
 50%|█████     | 23343/46302 [24:45:22<24:21:11,  3.82s/it]
 50%|█████     | 23344/46302 [24:45:26<24:21:06,  3.82s/it]
 50%|█████     | 23345/46302 [24:45:30<24:20:58,  3.82s/it]
 50%|█████     | 23346/46302 [24:45:33<24:20:53,  3.82s/it]
 50%|█████     | 23347/46302 [24:45:37<24:20:38,  3.82s/it]
 50%|█████     | 23348/46302 [24:45:41<24:20:24,  3.82s/it]
 50%|█████     | 23349/46302 [24:45:45<24:20:08,  3.82s/it]
 50%|█████     | 23350/46302 [24:45:49<24:20:21,  3.82s/it]
 50%|█████     | 23351/46302 [24:45:52<24:20:26,  3.82s/it]
 50%|█████     | 23352/46302 [24:45:56<24:20:26,  3.82s/it]
 50%|█████     | 23353/46302 [24:46:00<24:20:14,  3.82s/it]
 50%|█████     | 23354/46302 [24:46:04<24:20:00,  3.82s/it]
 50%|█████     | 23355/46302 [24:46:08<24:19:54,  3.82s/it]
 50%|█████     | 23356/46302 [24:46:12<24:20:28,  3.82s/it]
 50%|█████     | 23357/46302 [24:46:15<24:20:51,  3.82s/it]
 50%|█████     | 23358/46302 [24:46:19<24:20:55,  3.82s/it]
 50%|█████     | 23359/46302 [24:46:23<24:20:32,  3.82s/it]
 50%|█████     | 23360/46302 [24:46:27<24:20:48,  3.82s/it]
 50%|█████     | 23361/46302 [24:46:31<24:20:30,  3.82s/it]
 50%|█████     | 23362/46302 [24:46:34<24:20:20,  3.82s/it]
 50%|█████     | 23363/46302 [24:46:38<24:20:09,  3.82s/it]
 50%|█████     | 23364/46302 [24:46:42<24:19:51,  3.82s/it]
 50%|█████     | 23365/46302 [24:46:46<24:19:36,  3.82s/it]
 50%|█████     | 23366/46302 [24:46:50<24:19:28,  3.82s/it]
 50%|█████     | 23367/46302 [24:46:54<24:19:06,  3.82s/it]
 50%|█████     | 23368/46302 [24:46:57<24:18:47,  3.82s/it]
 50%|█████     | 23369/46302 [24:47:01<24:18:49,  3.82s/it]
 50%|█████     | 23370/46302 [24:47:05<24:19:15,  3.82s/it]
 50%|█████     | 23371/46302 [24:47:09<24:18:39,  3.82s/it]
 50%|█████     | 23372/46302 [24:47:13<24:18:56,  3.82s/it]
 50%|█████     | 23373/46302 [24:47:16<24:18:47,  3.82s/it]
 50%|█████     | 23374/46302 [24:47:20<24:18:50,  3.82s/it]
 50%|█████     | 23375/46302 [24:47:24<24:18:30,  3.82s/it]
 50%|█████     | 23376/46302 [24:47:28<24:18:15,  3.82s/it]
 50%|█████     | 23377/46302 [24:47:32<24:18:16,  3.82s/it]
 50%|█████     | 23378/46302 [24:47:36<24:18:15,  3.82s/it]
 50%|█████     | 23379/46302 [24:47:39<24:18:29,  3.82s/it]
 50%|█████     | 23380/46302 [24:47:43<24:18:21,  3.82s/it]
 50%|█████     | 23381/46302 [24:47:47<24:18:30,  3.82s/it]
 50%|█████     | 23382/46302 [24:47:51<24:18:23,  3.82s/it]
 51%|█████     | 23383/46302 [24:47:55<24:17:57,  3.82s/it]
 51%|█████     | 23384/46302 [24:47:58<24:17:32,  3.82s/it]
 51%|█████     | 23385/46302 [24:48:02<24:17:29,  3.82s/it]
 51%|█████     | 23386/46302 [24:48:06<24:17:50,  3.82s/it]
 51%|█████     | 23387/46302 [24:48:10<24:17:48,  3.82s/it]
 51%|█████     | 23388/46302 [24:48:14<24:18:15,  3.82s/it]
 51%|█████     | 23389/46302 [24:48:18<24:18:21,  3.82s/it]
 51%|█████     | 23390/46302 [24:48:21<24:18:05,  3.82s/it]
 51%|█████     | 23391/46302 [24:48:25<24:17:32,  3.82s/it]
 51%|█████     | 23392/46302 [24:48:29<24:17:40,  3.82s/it]
 51%|█████     | 23393/46302 [24:48:33<24:17:31,  3.82s/it]
 51%|█████     | 23394/46302 [24:48:37<24:17:33,  3.82s/it]
 51%|█████     | 23395/46302 [24:48:40<24:17:21,  3.82s/it]
 51%|█████     | 23396/46302 [24:48:44<24:17:15,  3.82s/it]
 51%|█████     | 23397/46302 [24:48:48<24:17:29,  3.82s/it]
 51%|█████     | 23398/46302 [24:48:52<24:17:56,  3.82s/it]
 51%|█████     | 23399/46302 [24:48:56<24:16:22,  3.82s/it]
 51%|█████     | 23400/46302 [24:49:00<24:16:52,  3.82s/it]
 51%|█████     | 23401/46302 [24:49:03<24:17:23,  3.82s/it]
 51%|█████     | 23402/46302 [24:49:07<24:17:21,  3.82s/it]
 51%|█████     | 23403/46302 [24:49:11<24:16:56,  3.82s/it]
 51%|█████     | 23404/46302 [24:49:15<24:17:26,  3.82s/it]
 51%|█████     | 23405/46302 [24:49:19<24:16:57,  3.82s/it]
 51%|█████     | 23406/46302 [24:49:22<24:16:58,  3.82s/it]
 51%|█████     | 23407/46302 [24:49:26<24:16:55,  3.82s/it]
 51%|█████     | 23408/46302 [24:49:30<24:16:45,  3.82s/it]
 51%|█████     | 23409/46302 [24:49:34<24:17:06,  3.82s/it]
 51%|█████     | 23410/46302 [24:49:38<24:17:13,  3.82s/it]
 51%|█████     | 23411/46302 [24:49:42<24:16:41,  3.82s/it]
 51%|█████     | 23412/46302 [24:49:45<24:17:08,  3.82s/it]
 51%|█████     | 23413/46302 [24:49:49<24:16:21,  3.82s/it]
 51%|█████     | 23414/46302 [24:49:53<24:16:09,  3.82s/it]
 51%|█████     | 23415/46302 [24:49:57<24:16:03,  3.82s/it]
 51%|█████     | 23416/46302 [24:50:01<24:16:04,  3.82s/it]
 51%|█████     | 23417/46302 [24:50:04<24:15:55,  3.82s/it]
 51%|█████     | 23418/46302 [24:50:08<24:15:45,  3.82s/it]
 51%|█████     | 23419/46302 [24:50:12<24:15:37,  3.82s/it]
 51%|█████     | 23420/46302 [24:50:16<24:15:31,  3.82s/it]
 51%|█████     | 23421/46302 [24:50:20<24:15:27,  3.82s/it]
 51%|█████     | 23422/46302 [24:50:23<24:15:28,  3.82s/it]
 51%|█████     | 23423/46302 [24:50:27<24:15:40,  3.82s/it]
 51%|█████     | 23424/46302 [24:50:31<24:15:43,  3.82s/it]
 51%|█████     | 23425/46302 [24:50:35<24:15:25,  3.82s/it]
 51%|█████     | 23426/46302 [24:50:39<24:15:20,  3.82s/it]
 51%|█████     | 23427/46302 [24:50:43<24:15:15,  3.82s/it]
 51%|█████     | 23428/46302 [24:50:46<24:14:45,  3.82s/it]
 51%|█████     | 23429/46302 [24:50:50<24:14:42,  3.82s/it]
 51%|█████     | 23430/46302 [24:50:54<24:14:54,  3.82s/it]
 51%|█████     | 23431/46302 [24:50:58<24:15:15,  3.82s/it]
 51%|█████     | 23432/46302 [24:51:02<24:15:32,  3.82s/it]
 51%|█████     | 23433/46302 [24:51:05<24:15:27,  3.82s/it]
 51%|█████     | 23434/46302 [24:51:09<24:15:33,  3.82s/it]
 51%|█████     | 23435/46302 [24:51:13<24:15:13,  3.82s/it]
 51%|█████     | 23436/46302 [24:51:17<24:14:47,  3.82s/it]
 51%|█████     | 23437/46302 [24:51:21<24:15:04,  3.82s/it]
 51%|█████     | 23438/46302 [24:51:25<24:15:06,  3.82s/it]
 51%|█████     | 23439/46302 [24:51:28<24:15:06,  3.82s/it]
 51%|█████     | 23440/46302 [24:51:32<24:14:31,  3.82s/it]
 51%|█████     | 23441/46302 [24:51:36<24:14:24,  3.82s/it]
 51%|█████     | 23442/46302 [24:51:40<24:14:58,  3.82s/it]
 51%|█████     | 23443/46302 [24:51:44<24:15:10,  3.82s/it]
 51%|█████     | 23444/46302 [24:51:47<24:14:54,  3.82s/it]
 51%|█████     | 23445/46302 [24:51:51<24:14:36,  3.82s/it]
 51%|█████     | 23446/46302 [24:51:55<24:13:52,  3.82s/it]
 51%|█████     | 23447/46302 [24:51:59<24:13:56,  3.82s/it]
 51%|█████     | 23448/46302 [24:52:03<24:13:56,  3.82s/it]
 51%|█████     | 23449/46302 [24:52:07<24:14:14,  3.82s/it]
 51%|█████     | 23450/46302 [24:52:10<24:14:08,  3.82s/it]
 51%|█████     | 23451/46302 [24:52:14<24:13:51,  3.82s/it]
 51%|█████     | 23452/46302 [24:52:18<24:13:32,  3.82s/it]
 51%|█████     | 23453/46302 [24:52:22<24:13:28,  3.82s/it]
 51%|█████     | 23454/46302 [24:52:26<24:13:52,  3.82s/it]
 51%|█████     | 23455/46302 [24:52:29<24:13:22,  3.82s/it]
 51%|█████     | 23456/46302 [24:52:33<24:13:49,  3.82s/it]
 51%|█████     | 23457/46302 [24:52:37<24:13:26,  3.82s/it]
 51%|█████     | 23458/46302 [24:52:41<24:13:28,  3.82s/it]
 51%|█████     | 23459/46302 [24:52:45<24:13:09,  3.82s/it]
 51%|█████     | 23460/46302 [24:52:49<24:13:38,  3.82s/it]
 51%|█████     | 23461/46302 [24:52:52<24:13:30,  3.82s/it]
 51%|█████     | 23462/46302 [24:52:56<24:14:00,  3.82s/it]
 51%|█████     | 23463/46302 [24:53:00<24:13:53,  3.82s/it]
 51%|█████     | 23464/46302 [24:53:04<24:13:50,  3.82s/it]
 51%|█████     | 23465/46302 [24:53:08<24:13:11,  3.82s/it]
 51%|█████     | 23466/46302 [24:53:11<24:13:02,  3.82s/it]
 51%|█████     | 23467/46302 [24:53:15<24:12:38,  3.82s/it]
 51%|█████     | 23468/46302 [24:53:19<24:12:54,  3.82s/it]
 51%|█████     | 23469/46302 [24:53:23<24:12:44,  3.82s/it]
 51%|█████     | 23470/46302 [24:53:27<24:12:28,  3.82s/it]
 51%|█████     | 23471/46302 [24:53:31<24:12:27,  3.82s/it]
 51%|█████     | 23472/46302 [24:53:34<24:12:41,  3.82s/it]
 51%|█████     | 23473/46302 [24:53:38<24:12:37,  3.82s/it]
 51%|█████     | 23474/46302 [24:53:42<24:12:17,  3.82s/it]
 51%|█████     | 23475/46302 [24:53:46<24:12:17,  3.82s/it]
 51%|█████     | 23476/46302 [24:53:50<24:12:32,  3.82s/it]
 51%|█████     | 23477/46302 [24:53:53<24:12:55,  3.82s/it]
 51%|█████     | 23478/46302 [24:53:57<24:12:52,  3.82s/it]
 51%|█████     | 23479/46302 [24:54:01<24:12:40,  3.82s/it]
 51%|█████     | 23480/46302 [24:54:05<24:12:38,  3.82s/it]
 51%|█████     | 23481/46302 [24:54:09<24:12:55,  3.82s/it]
 51%|█████     | 23482/46302 [24:54:13<24:12:56,  3.82s/it]
 51%|█████     | 23483/46302 [24:54:16<24:12:52,  3.82s/it]
 51%|█████     | 23484/46302 [24:54:20<24:12:39,  3.82s/it]
 51%|█████     | 23485/46302 [24:54:24<24:12:35,  3.82s/it]
 51%|█████     | 23486/46302 [24:54:28<24:12:10,  3.82s/it]
 51%|█████     | 23487/46302 [24:54:32<24:11:48,  3.82s/it]
 51%|█████     | 23488/46302 [24:54:35<24:11:30,  3.82s/it]
 51%|█████     | 23489/46302 [24:54:39<24:11:29,  3.82s/it]
 51%|█████     | 23490/46302 [24:54:43<24:11:24,  3.82s/it]
 51%|█████     | 23491/46302 [24:54:47<24:11:18,  3.82s/it]
 51%|█████     | 23492/46302 [24:54:51<24:11:43,  3.82s/it]
 51%|█████     | 23493/46302 [24:54:55<24:11:57,  3.82s/it]
 51%|█████     | 23494/46302 [24:54:58<24:11:40,  3.82s/it]
 51%|█████     | 23495/46302 [24:55:02<24:11:10,  3.82s/it]
 51%|█████     | 23496/46302 [24:55:06<24:11:04,  3.82s/it]
 51%|█████     | 23497/46302 [24:55:10<24:10:52,  3.82s/it]
 51%|█████     | 23498/46302 [24:55:14<24:11:08,  3.82s/it]
 51%|█████     | 23499/46302 [24:55:17<24:11:20,  3.82s/it]
 51%|█████     | 23500/46302 [24:55:21<24:11:29,  3.82s/it]
                                                           
{'loss': 3.2336, 'learning_rate': 0.0025166659308639796, 'epoch': 0.51}

 51%|█████     | 23500/46302 [24:55:21<24:11:29,  3.82s/it]
 51%|█████     | 23501/46302 [24:55:25<24:11:55,  3.82s/it]
 51%|█████     | 23502/46302 [24:55:29<24:11:17,  3.82s/it]
 51%|█████     | 23503/46302 [24:55:33<24:11:25,  3.82s/it]
 51%|█████     | 23504/46302 [24:55:37<24:11:16,  3.82s/it]
 51%|█████     | 23505/46302 [24:55:40<24:11:13,  3.82s/it]
 51%|█████     | 23506/46302 [24:55:44<24:11:09,  3.82s/it]
 51%|█████     | 23507/46302 [24:55:48<24:11:15,  3.82s/it]
 51%|█████     | 23508/46302 [24:55:52<24:11:29,  3.82s/it]
 51%|█████     | 23509/46302 [24:55:56<24:11:20,  3.82s/it]
 51%|█████     | 23510/46302 [24:56:00<24:10:41,  3.82s/it]
 51%|█████     | 23511/46302 [24:56:03<24:10:58,  3.82s/it]
 51%|█████     | 23512/46302 [24:56:07<24:10:44,  3.82s/it]
 51%|█████     | 23513/46302 [24:56:11<24:10:19,  3.82s/it]
 51%|█████     | 23514/46302 [24:56:15<24:10:26,  3.82s/it]
 51%|█████     | 23515/46302 [24:56:19<24:10:30,  3.82s/it]
 51%|█████     | 23516/46302 [24:56:22<24:10:27,  3.82s/it]
 51%|█████     | 23517/46302 [24:56:26<24:10:23,  3.82s/it]
 51%|█████     | 23518/46302 [24:56:30<24:10:07,  3.82s/it]
 51%|█████     | 23519/46302 [24:56:34<24:09:57,  3.82s/it]
 51%|█████     | 23520/46302 [24:56:38<24:09:56,  3.82s/it]
 51%|█████     | 23521/46302 [24:56:42<24:10:01,  3.82s/it]
 51%|█████     | 23522/46302 [24:56:45<24:09:29,  3.82s/it]
 51%|█████     | 23523/46302 [24:56:49<24:09:10,  3.82s/it]
 51%|█████     | 23524/46302 [24:56:53<24:09:40,  3.82s/it]
 51%|█████     | 23525/46302 [24:56:57<24:09:53,  3.82s/it]
 51%|█████     | 23526/46302 [24:57:01<24:09:51,  3.82s/it]
 51%|█████     | 23527/46302 [24:57:04<24:10:02,  3.82s/it]
 51%|█████     | 23528/46302 [24:57:08<24:09:11,  3.82s/it]
 51%|█████     | 23529/46302 [24:57:12<24:09:33,  3.82s/it]
 51%|█████     | 23530/46302 [24:57:16<24:09:04,  3.82s/it]
 51%|█████     | 23531/46302 [24:57:20<24:08:59,  3.82s/it]
 51%|█████     | 23532/46302 [24:57:24<24:09:08,  3.82s/it]
 51%|█████     | 23533/46302 [24:57:27<24:09:06,  3.82s/it]
 51%|█████     | 23534/46302 [24:57:31<24:09:19,  3.82s/it]
 51%|█████     | 23535/46302 [24:57:35<24:09:34,  3.82s/it]
 51%|█████     | 23536/46302 [24:57:39<24:09:29,  3.82s/it]
 51%|█████     | 23537/46302 [24:57:43<24:09:07,  3.82s/it]
 51%|█████     | 23538/46302 [24:57:46<24:09:12,  3.82s/it]
 51%|█████     | 23539/46302 [24:57:50<24:08:31,  3.82s/it]
 51%|█████     | 23540/46302 [24:57:54<24:08:06,  3.82s/it]
 51%|█████     | 23541/46302 [24:57:58<24:07:28,  3.82s/it]
 51%|█████     | 23542/46302 [24:58:02<24:07:27,  3.82s/it]
 51%|█████     | 23543/46302 [24:58:06<24:07:24,  3.82s/it]
 51%|█████     | 23544/46302 [24:58:09<24:07:45,  3.82s/it]
 51%|█████     | 23545/46302 [24:58:13<24:07:56,  3.82s/it]
 51%|█████     | 23546/46302 [24:58:17<24:08:21,  3.82s/it]
 51%|█████     | 23547/46302 [24:58:21<24:08:27,  3.82s/it]
 51%|█████     | 23548/46302 [24:58:25<24:08:09,  3.82s/it]
 51%|█████     | 23549/46302 [24:58:28<24:07:52,  3.82s/it]
 51%|█████     | 23550/46302 [24:58:32<24:07:56,  3.82s/it]
 51%|█████     | 23551/46302 [24:58:36<24:07:59,  3.82s/it]
 51%|█████     | 23552/46302 [24:58:40<24:08:08,  3.82s/it]
 51%|█████     | 23553/46302 [24:58:44<24:07:44,  3.82s/it]
 51%|█████     | 23554/46302 [24:58:48<24:07:55,  3.82s/it]
 51%|█████     | 23555/46302 [24:58:51<24:07:51,  3.82s/it]
 51%|█████     | 23556/46302 [24:58:55<24:07:58,  3.82s/it]
 51%|█████     | 23557/46302 [24:58:59<24:07:41,  3.82s/it]
 51%|█████     | 23558/46302 [24:59:03<24:08:11,  3.82s/it]
 51%|█████     | 23559/46302 [24:59:07<24:08:03,  3.82s/it]
 51%|█████     | 23560/46302 [24:59:10<24:07:34,  3.82s/it]
 51%|█████     | 23561/46302 [24:59:14<24:07:23,  3.82s/it]
 51%|█████     | 23562/46302 [24:59:18<24:07:28,  3.82s/it]
 51%|█████     | 23563/46302 [24:59:22<24:07:23,  3.82s/it]
 51%|█████     | 23564/46302 [24:59:26<24:07:18,  3.82s/it]
 51%|█████     | 23565/46302 [24:59:30<24:06:59,  3.82s/it]
 51%|█████     | 23566/46302 [24:59:33<24:07:05,  3.82s/it]
 51%|█████     | 23567/46302 [24:59:37<24:06:46,  3.82s/it]
 51%|█████     | 23568/46302 [24:59:41<24:07:07,  3.82s/it]
 51%|█████     | 23569/46302 [24:59:45<24:07:10,  3.82s/it]
 51%|█████     | 23570/46302 [24:59:49<24:06:52,  3.82s/it]
 51%|█████     | 23571/46302 [24:59:52<24:06:58,  3.82s/it]
 51%|█████     | 23572/46302 [24:59:56<24:06:31,  3.82s/it]
 51%|█████     | 23573/46302 [25:00:00<24:06:13,  3.82s/it]
 51%|█████     | 23574/46302 [25:00:04<24:06:12,  3.82s/it]
 51%|█████     | 23575/46302 [25:00:08<24:06:04,  3.82s/it]
 51%|█████     | 23576/46302 [25:00:12<24:06:12,  3.82s/it]
 51%|█████     | 23577/46302 [25:00:15<24:06:04,  3.82s/it]
 51%|█████     | 23578/46302 [25:00:19<24:06:13,  3.82s/it]
 51%|█████     | 23579/46302 [25:00:23<24:01:02,  3.81s/it]
 51%|█████     | 23580/46302 [25:00:27<23:56:53,  3.79s/it]
 51%|█████     | 23581/46302 [25:00:30<23:54:13,  3.79s/it]
 51%|█████     | 23582/46302 [25:00:34<23:52:06,  3.78s/it]
 51%|█████     | 23583/46302 [25:00:38<23:50:33,  3.78s/it]
 51%|█████     | 23584/46302 [25:00:42<23:49:45,  3.78s/it]
 51%|█████     | 23585/46302 [25:00:46<23:49:10,  3.77s/it]
 51%|█████     | 23586/46302 [25:00:49<23:48:44,  3.77s/it]
 51%|█████     | 23587/46302 [25:00:53<23:48:12,  3.77s/it]
 51%|█████     | 23588/46302 [25:00:57<23:47:35,  3.77s/it]
 51%|█████     | 23589/46302 [25:01:01<23:47:08,  3.77s/it]
 51%|█████     | 23590/46302 [25:01:04<23:46:58,  3.77s/it]
 51%|█████     | 23591/46302 [25:01:08<23:46:37,  3.77s/it]
 51%|█████     | 23592/46302 [25:01:12<23:46:18,  3.77s/it]
 51%|█████     | 23593/46302 [25:01:16<23:46:26,  3.77s/it]
 51%|█████     | 23594/46302 [25:01:19<23:46:31,  3.77s/it]
 51%|█████     | 23595/46302 [25:01:23<23:46:28,  3.77s/it]
 51%|█████     | 23596/46302 [25:01:27<23:46:29,  3.77s/it]
 51%|█████     | 23597/46302 [25:01:31<23:46:10,  3.77s/it]
 51%|█████     | 23598/46302 [25:01:35<23:45:57,  3.77s/it]
 51%|█████     | 23599/46302 [25:01:38<23:45:40,  3.77s/it]
 51%|█████     | 23600/46302 [25:01:42<23:45:53,  3.77s/it]
 51%|█████     | 23601/46302 [25:01:46<23:45:55,  3.77s/it]
 51%|█████     | 23602/46302 [25:01:50<23:45:34,  3.77s/it]
 51%|█████     | 23603/46302 [25:01:53<23:46:03,  3.77s/it]
 51%|█████     | 23604/46302 [25:01:57<23:45:46,  3.77s/it]
 51%|█████     | 23605/46302 [25:02:01<23:45:45,  3.77s/it]
 51%|█████     | 23606/46302 [25:02:05<23:45:24,  3.77s/it]
 51%|█████     | 23607/46302 [25:02:08<23:45:17,  3.77s/it]
 51%|█████     | 23608/46302 [25:02:12<23:45:10,  3.77s/it]
 51%|█████     | 23609/46302 [25:02:16<23:45:17,  3.77s/it]
 51%|█████     | 23610/46302 [25:02:20<23:45:07,  3.77s/it]
 51%|█████     | 23611/46302 [25:02:24<23:44:52,  3.77s/it]
 51%|█████     | 23612/46302 [25:02:27<23:44:44,  3.77s/it]
 51%|█████     | 23613/46302 [25:02:31<23:44:44,  3.77s/it]
 51%|█████     | 23614/46302 [25:02:35<23:44:32,  3.77s/it]
 51%|█████     | 23615/46302 [25:02:39<23:44:31,  3.77s/it]
 51%|█████     | 23616/46302 [25:02:42<23:44:34,  3.77s/it]
 51%|█████     | 23617/46302 [25:02:46<23:44:35,  3.77s/it]
 51%|█████     | 23618/46302 [25:02:50<23:44:26,  3.77s/it]
 51%|█████     | 23619/46302 [25:02:54<23:44:31,  3.77s/it]
 51%|█████     | 23620/46302 [25:02:57<23:44:05,  3.77s/it]
 51%|█████     | 23621/46302 [25:03:01<23:44:16,  3.77s/it]
 51%|█████     | 23622/46302 [25:03:05<23:44:08,  3.77s/it]
 51%|█████     | 23623/46302 [25:03:09<23:44:39,  3.77s/it]
 51%|█████     | 23624/46302 [25:03:13<23:44:31,  3.77s/it]
 51%|█████     | 23625/46302 [25:03:16<23:44:25,  3.77s/it]
 51%|█████     | 23626/46302 [25:03:20<23:44:21,  3.77s/it]
 51%|█████     | 23627/46302 [25:03:24<23:44:01,  3.77s/it]
 51%|█████     | 23628/46302 [25:03:28<23:43:51,  3.77s/it]
 51%|█████     | 23629/46302 [25:03:31<23:43:56,  3.77s/it]
 51%|█████     | 23630/46302 [25:03:35<23:43:40,  3.77s/it]
 51%|█████     | 23631/46302 [25:03:39<23:43:36,  3.77s/it]
 51%|█████     | 23632/46302 [25:03:43<23:43:31,  3.77s/it]
 51%|█████     | 23633/46302 [25:03:46<23:43:40,  3.77s/it]
 51%|█████     | 23634/46302 [25:03:50<23:43:51,  3.77s/it]
 51%|█████     | 23635/46302 [25:03:54<23:43:48,  3.77s/it]
 51%|█████     | 23636/46302 [25:03:58<23:43:56,  3.77s/it]
 51%|█████     | 23637/46302 [25:04:02<23:44:03,  3.77s/it]
 51%|█████     | 23638/46302 [25:04:05<23:44:02,  3.77s/it]
 51%|█████     | 23639/46302 [25:04:09<23:44:06,  3.77s/it]
 51%|█████     | 23640/46302 [25:04:13<23:43:44,  3.77s/it]
 51%|█████     | 23641/46302 [25:04:17<23:43:45,  3.77s/it]
 51%|█████     | 23642/46302 [25:04:20<23:43:29,  3.77s/it]
 51%|█████     | 23643/46302 [25:04:24<23:43:11,  3.77s/it]
 51%|█████     | 23644/46302 [25:04:28<23:43:13,  3.77s/it]
 51%|█████     | 23645/46302 [25:04:32<23:43:19,  3.77s/it]
 51%|█████     | 23646/46302 [25:04:35<23:43:01,  3.77s/it]
 51%|█████     | 23647/46302 [25:04:39<23:43:18,  3.77s/it]
 51%|█████     | 23648/46302 [25:04:43<23:43:22,  3.77s/it]
 51%|█████     | 23649/46302 [25:04:47<23:43:12,  3.77s/it]
 51%|█████     | 23650/46302 [25:04:51<23:43:05,  3.77s/it]
 51%|█████     | 23651/46302 [25:04:54<23:42:40,  3.77s/it]
 51%|█████     | 23652/46302 [25:04:58<23:42:44,  3.77s/it]
 51%|█████     | 23653/46302 [25:05:02<23:42:36,  3.77s/it]
 51%|█████     | 23654/46302 [25:05:06<23:43:00,  3.77s/it]
 51%|█████     | 23655/46302 [25:05:09<23:42:54,  3.77s/it]
 51%|█████     | 23656/46302 [25:05:13<23:42:44,  3.77s/it]
 51%|█████     | 23657/46302 [25:05:17<23:42:26,  3.77s/it]
 51%|█████     | 23658/46302 [25:05:21<23:42:18,  3.77s/it]
 51%|█████     | 23659/46302 [25:05:24<23:42:17,  3.77s/it]
 51%|█████     | 23660/46302 [25:05:28<23:42:17,  3.77s/it]
 51%|█████     | 23661/46302 [25:05:32<23:42:02,  3.77s/it]
 51%|█████     | 23662/46302 [25:05:36<23:41:58,  3.77s/it]
 51%|█████     | 23663/46302 [25:05:40<23:42:05,  3.77s/it]
 51%|█████     | 23664/46302 [25:05:43<23:41:54,  3.77s/it]
 51%|█████     | 23665/46302 [25:05:47<23:42:01,  3.77s/it]
 51%|█████     | 23666/46302 [25:05:51<23:41:56,  3.77s/it]
 51%|█████     | 23667/46302 [25:05:55<23:41:52,  3.77s/it]
 51%|█████     | 23668/46302 [25:05:58<23:41:41,  3.77s/it]
 51%|█████     | 23669/46302 [25:06:02<23:41:27,  3.77s/it]
 51%|█████     | 23670/46302 [25:06:06<23:41:30,  3.77s/it]
 51%|█████     | 23671/46302 [25:06:10<23:41:44,  3.77s/it]
 51%|█████     | 23672/46302 [25:06:13<23:41:21,  3.77s/it]
 51%|█████     | 23673/46302 [25:06:17<23:41:20,  3.77s/it]
 51%|█████     | 23674/46302 [25:06:21<23:41:28,  3.77s/it]
 51%|█████     | 23675/46302 [25:06:25<23:41:07,  3.77s/it]
 51%|█████     | 23676/46302 [25:06:29<23:41:22,  3.77s/it]
 51%|█████     | 23677/46302 [25:06:32<23:41:07,  3.77s/it]
 51%|█████     | 23678/46302 [25:06:36<23:40:59,  3.77s/it]
 51%|█████     | 23679/46302 [25:06:40<23:41:22,  3.77s/it]
 51%|█████     | 23680/46302 [25:06:44<23:41:24,  3.77s/it]
 51%|█████     | 23681/46302 [25:06:47<23:41:18,  3.77s/it]
 51%|█████     | 23682/46302 [25:06:51<23:41:06,  3.77s/it]
 51%|█████     | 23683/46302 [25:06:55<23:40:54,  3.77s/it]
 51%|█████     | 23684/46302 [25:06:59<23:40:37,  3.77s/it]
 51%|█████     | 23685/46302 [25:07:02<23:40:35,  3.77s/it]
 51%|█████     | 23686/46302 [25:07:06<23:40:24,  3.77s/it]
 51%|█████     | 23687/46302 [25:07:10<23:40:32,  3.77s/it]
 51%|█████     | 23688/46302 [25:07:14<23:40:05,  3.77s/it]
 51%|█████     | 23689/46302 [25:07:18<23:40:21,  3.77s/it]
 51%|█████     | 23690/46302 [25:07:21<23:40:16,  3.77s/it]
 51%|█████     | 23691/46302 [25:07:25<23:40:40,  3.77s/it]
 51%|█████     | 23692/46302 [25:07:29<23:40:34,  3.77s/it]
 51%|█████     | 23693/46302 [25:07:33<23:40:33,  3.77s/it]
 51%|█████     | 23694/46302 [25:07:36<23:40:30,  3.77s/it]
 51%|█████     | 23695/46302 [25:07:40<23:40:05,  3.77s/it]
 51%|█████     | 23696/46302 [25:07:44<23:39:41,  3.77s/it]
 51%|█████     | 23697/46302 [25:07:48<23:39:37,  3.77s/it]
 51%|█████     | 23698/46302 [25:07:51<23:39:45,  3.77s/it]
 51%|█████     | 23699/46302 [25:07:55<23:39:45,  3.77s/it]
 51%|█████     | 23700/46302 [25:07:59<23:39:28,  3.77s/it]
 51%|█████     | 23701/46302 [25:08:03<23:39:21,  3.77s/it]
 51%|█████     | 23702/46302 [25:08:07<23:39:06,  3.77s/it]
 51%|█████     | 23703/46302 [25:08:10<23:39:14,  3.77s/it]
 51%|█████     | 23704/46302 [25:08:14<23:39:07,  3.77s/it]
 51%|█████     | 23705/46302 [25:08:18<23:39:00,  3.77s/it]
 51%|█████     | 23706/46302 [25:08:22<23:39:01,  3.77s/it]
 51%|█████     | 23707/46302 [25:08:25<23:38:49,  3.77s/it]
 51%|█████     | 23708/46302 [25:08:29<23:38:42,  3.77s/it]
 51%|█████     | 23709/46302 [25:08:33<23:38:51,  3.77s/it]
 51%|█████     | 23710/46302 [25:08:37<23:38:41,  3.77s/it]
 51%|█████     | 23711/46302 [25:08:40<23:38:50,  3.77s/it]
 51%|█████     | 23712/46302 [25:08:44<23:38:42,  3.77s/it]
 51%|█████     | 23713/46302 [25:08:48<23:38:37,  3.77s/it]
 51%|█████     | 23714/46302 [25:08:52<23:38:35,  3.77s/it]
 51%|█████     | 23715/46302 [25:08:55<23:38:34,  3.77s/it]
 51%|█████     | 23716/46302 [25:08:59<23:38:37,  3.77s/it]
 51%|█████     | 23717/46302 [25:09:03<23:38:32,  3.77s/it]
 51%|█████     | 23718/46302 [25:09:07<23:38:30,  3.77s/it]
 51%|█████     | 23719/46302 [25:09:11<23:38:21,  3.77s/it]
 51%|█████     | 23720/46302 [25:09:14<23:38:19,  3.77s/it]
 51%|█████     | 23721/46302 [25:09:18<23:37:57,  3.77s/it]
 51%|█████     | 23722/46302 [25:09:22<23:37:57,  3.77s/it]
 51%|█████     | 23723/46302 [25:09:26<23:37:51,  3.77s/it]
 51%|█████     | 23724/46302 [25:09:29<23:37:46,  3.77s/it]
 51%|█████     | 23725/46302 [25:09:33<23:37:50,  3.77s/it]
 51%|█████     | 23726/46302 [25:09:37<23:37:54,  3.77s/it]
 51%|█████     | 23727/46302 [25:09:41<23:38:01,  3.77s/it]
 51%|█████     | 23728/46302 [25:09:44<23:37:57,  3.77s/it]
 51%|█████     | 23729/46302 [25:09:48<23:37:59,  3.77s/it]
 51%|█████▏    | 23730/46302 [25:09:52<23:37:50,  3.77s/it]
 51%|█████▏    | 23731/46302 [25:09:56<23:37:48,  3.77s/it]
 51%|█████▏    | 23732/46302 [25:10:00<23:37:54,  3.77s/it]
 51%|█████▏    | 23733/46302 [25:10:03<23:37:44,  3.77s/it]
 51%|█████▏    | 23734/46302 [25:10:07<23:37:40,  3.77s/it]
 51%|█████▏    | 23735/46302 [25:10:11<23:37:49,  3.77s/it]
 51%|█████▏    | 23736/46302 [25:10:15<23:37:38,  3.77s/it]
 51%|█████▏    | 23737/46302 [25:10:18<23:37:39,  3.77s/it]
 51%|█████▏    | 23738/46302 [25:10:22<23:37:43,  3.77s/it]
 51%|█████▏    | 23739/46302 [25:10:26<23:37:24,  3.77s/it]
 51%|█████▏    | 23740/46302 [25:10:30<23:36:54,  3.77s/it]
 51%|█████▏    | 23741/46302 [25:10:33<23:37:00,  3.77s/it]
 51%|█████▏    | 23742/46302 [25:10:37<23:36:54,  3.77s/it]
 51%|█████▏    | 23743/46302 [25:10:41<23:36:52,  3.77s/it]
 51%|█████▏    | 23744/46302 [25:10:45<23:36:29,  3.77s/it]
 51%|█████▏    | 23745/46302 [25:10:49<23:36:27,  3.77s/it]
 51%|█████▏    | 23746/46302 [25:10:52<23:36:24,  3.77s/it]
 51%|█████▏    | 23747/46302 [25:10:56<23:36:43,  3.77s/it]
 51%|█████▏    | 23748/46302 [25:11:00<23:36:56,  3.77s/it]
 51%|█████▏    | 23749/46302 [25:11:04<23:36:49,  3.77s/it]
 51%|█████▏    | 23750/46302 [25:11:07<23:36:40,  3.77s/it]
 51%|█████▏    | 23751/46302 [25:11:11<23:36:19,  3.77s/it]
 51%|█████▏    | 23752/46302 [25:11:15<23:36:09,  3.77s/it]
 51%|█████▏    | 23753/46302 [25:11:19<23:35:59,  3.77s/it]
 51%|█████▏    | 23754/46302 [25:11:22<23:35:58,  3.77s/it]
 51%|█████▏    | 23755/46302 [25:11:26<23:35:59,  3.77s/it]
 51%|█████▏    | 23756/46302 [25:11:30<23:35:57,  3.77s/it]
 51%|█████▏    | 23757/46302 [25:11:34<23:35:48,  3.77s/it]
 51%|█████▏    | 23758/46302 [25:11:38<23:35:44,  3.77s/it]
 51%|█████▏    | 23759/46302 [25:11:41<23:35:36,  3.77s/it]
 51%|█████▏    | 23760/46302 [25:11:45<23:35:47,  3.77s/it]
 51%|█████▏    | 23761/46302 [25:11:49<23:35:55,  3.77s/it]
 51%|█████▏    | 23762/46302 [25:11:53<23:35:50,  3.77s/it]
 51%|█████▏    | 23763/46302 [25:11:56<23:35:45,  3.77s/it]
 51%|█████▏    | 23764/46302 [25:12:00<23:35:45,  3.77s/it]
 51%|█████▏    | 23765/46302 [25:12:04<23:35:46,  3.77s/it]
 51%|█████▏    | 23766/46302 [25:12:08<23:35:50,  3.77s/it]
 51%|█████▏    | 23767/46302 [25:12:11<23:35:36,  3.77s/it]
 51%|█████▏    | 23768/46302 [25:12:15<23:35:39,  3.77s/it]
 51%|█████▏    | 23769/46302 [25:12:19<23:35:40,  3.77s/it]
 51%|█████▏    | 23770/46302 [25:12:23<23:35:46,  3.77s/it]
 51%|█████▏    | 23771/46302 [25:12:27<23:35:35,  3.77s/it]
 51%|█████▏    | 23772/46302 [25:12:30<23:35:22,  3.77s/it]
 51%|█████▏    | 23773/46302 [25:12:34<23:34:59,  3.77s/it]
 51%|█████▏    | 23774/46302 [25:12:38<23:34:43,  3.77s/it]
 51%|█████▏    | 23775/46302 [25:12:42<23:34:43,  3.77s/it]
 51%|█████▏    | 23776/46302 [25:12:45<23:34:39,  3.77s/it]
 51%|█████▏    | 23777/46302 [25:12:49<23:35:02,  3.77s/it]
 51%|█████▏    | 23778/46302 [25:12:53<23:35:03,  3.77s/it]
 51%|█████▏    | 23779/46302 [25:12:57<23:34:46,  3.77s/it]
 51%|█████▏    | 23780/46302 [25:13:00<23:34:55,  3.77s/it]
 51%|█████▏    | 23781/46302 [25:13:04<23:34:48,  3.77s/it]
 51%|█████▏    | 23782/46302 [25:13:08<23:34:59,  3.77s/it]
 51%|█████▏    | 23783/46302 [25:13:12<23:34:59,  3.77s/it]
 51%|█████▏    | 23784/46302 [25:13:16<23:34:51,  3.77s/it]
 51%|█████▏    | 23785/46302 [25:13:19<23:35:05,  3.77s/it]
 51%|█████▏    | 23786/46302 [25:13:23<23:34:48,  3.77s/it]
 51%|█████▏    | 23787/46302 [25:13:27<23:35:10,  3.77s/it]
 51%|█████▏    | 23788/46302 [25:13:31<23:34:39,  3.77s/it]
 51%|█████▏    | 23789/46302 [25:13:34<23:34:47,  3.77s/it]
 51%|█████▏    | 23790/46302 [25:13:38<23:34:38,  3.77s/it]
 51%|█████▏    | 23791/46302 [25:13:42<23:34:34,  3.77s/it]
 51%|█████▏    | 23792/46302 [25:13:46<23:34:39,  3.77s/it]
 51%|█████▏    | 23793/46302 [25:13:49<23:34:30,  3.77s/it]
 51%|█████▏    | 23794/46302 [25:13:53<23:34:21,  3.77s/it]
 51%|█████▏    | 23795/46302 [25:13:57<23:34:09,  3.77s/it]
 51%|█████▏    | 23796/46302 [25:14:01<23:34:10,  3.77s/it]
 51%|█████▏    | 23797/46302 [25:14:05<23:33:52,  3.77s/it]
 51%|█████▏    | 23798/46302 [25:14:08<23:33:27,  3.77s/it]
 51%|█████▏    | 23799/46302 [25:14:12<23:33:22,  3.77s/it]
 51%|█████▏    | 23800/46302 [25:14:16<23:33:16,  3.77s/it]
 51%|█████▏    | 23801/46302 [25:14:20<23:32:57,  3.77s/it]
 51%|█████▏    | 23802/46302 [25:14:23<23:33:01,  3.77s/it]
 51%|█████▏    | 23803/46302 [25:14:27<23:33:03,  3.77s/it]
 51%|█████▏    | 23804/46302 [25:14:31<23:33:01,  3.77s/it]
 51%|█████▏    | 23805/46302 [25:14:35<23:33:13,  3.77s/it]
 51%|█████▏    | 23806/46302 [25:14:38<23:32:56,  3.77s/it]
 51%|█████▏    | 23807/46302 [25:14:42<23:32:46,  3.77s/it]
 51%|█████▏    | 23808/46302 [25:14:46<23:32:45,  3.77s/it]
 51%|█████▏    | 23809/46302 [25:14:50<23:32:33,  3.77s/it]
 51%|█████▏    | 23810/46302 [25:14:54<23:32:51,  3.77s/it]
 51%|█████▏    | 23811/46302 [25:14:57<23:32:40,  3.77s/it]
 51%|█████▏    | 23812/46302 [25:15:01<23:32:32,  3.77s/it]
 51%|█████▏    | 23813/46302 [25:15:05<23:32:40,  3.77s/it]
 51%|█████▏    | 23814/46302 [25:15:09<23:32:38,  3.77s/it]
 51%|█████▏    | 23815/46302 [25:15:12<23:32:35,  3.77s/it]
 51%|█████▏    | 23816/46302 [25:15:16<23:32:48,  3.77s/it]
 51%|█████▏    | 23817/46302 [25:15:20<23:32:48,  3.77s/it]
 51%|█████▏    | 23818/46302 [25:15:24<23:32:40,  3.77s/it]
 51%|█████▏    | 23819/46302 [25:15:27<23:32:37,  3.77s/it]
 51%|█████▏    | 23820/46302 [25:15:31<23:32:14,  3.77s/it]
 51%|█████▏    | 23821/46302 [25:15:35<23:32:00,  3.77s/it]
 51%|█████▏    | 23822/46302 [25:15:39<23:32:05,  3.77s/it]
 51%|█████▏    | 23823/46302 [25:15:43<23:32:00,  3.77s/it]
 51%|█████▏    | 23824/46302 [25:15:46<23:31:55,  3.77s/it]
 51%|█████▏    | 23825/46302 [25:15:50<23:32:01,  3.77s/it]
 51%|█████▏    | 23826/46302 [25:15:54<23:32:13,  3.77s/it]
 51%|█████▏    | 23827/46302 [25:15:58<23:32:17,  3.77s/it]
 51%|█████▏    | 23828/46302 [25:16:01<23:32:16,  3.77s/it]
 51%|█████▏    | 23829/46302 [25:16:05<23:32:32,  3.77s/it]
 51%|█████▏    | 23830/46302 [25:16:09<23:32:29,  3.77s/it]
 51%|█████▏    | 23831/46302 [25:16:13<23:32:08,  3.77s/it]
 51%|█████▏    | 23832/46302 [25:16:16<23:32:01,  3.77s/it]
 51%|█████▏    | 23833/46302 [25:16:20<23:31:54,  3.77s/it]
 51%|█████▏    | 23834/46302 [25:16:24<23:31:59,  3.77s/it]
 51%|█████▏    | 23835/46302 [25:16:28<23:31:53,  3.77s/it]
 51%|█████▏    | 23836/46302 [25:16:32<23:31:52,  3.77s/it]
 51%|█████▏    | 23837/46302 [25:16:35<23:31:58,  3.77s/it]
 51%|█████▏    | 23838/46302 [25:16:39<23:31:51,  3.77s/it]
 51%|█████▏    | 23839/46302 [25:16:43<23:31:34,  3.77s/it]
 51%|█████▏    | 23840/46302 [25:16:47<23:31:30,  3.77s/it]
 51%|█████▏    | 23841/46302 [25:16:50<23:31:17,  3.77s/it]
 51%|█████▏    | 23842/46302 [25:16:54<23:31:15,  3.77s/it]
 51%|█████▏    | 23843/46302 [25:16:58<23:30:53,  3.77s/it]
 51%|█████▏    | 23844/46302 [25:17:02<23:31:00,  3.77s/it]
 51%|█████▏    | 23845/46302 [25:17:05<23:31:01,  3.77s/it]
 52%|█████▏    | 23846/46302 [25:17:09<23:31:04,  3.77s/it]
 52%|█████▏    | 23847/46302 [25:17:13<23:30:44,  3.77s/it]
 52%|█████▏    | 23848/46302 [25:17:17<23:30:49,  3.77s/it]
 52%|█████▏    | 23849/46302 [25:17:21<23:30:40,  3.77s/it]
 52%|█████▏    | 23850/46302 [25:17:24<23:30:47,  3.77s/it]
 52%|█████▏    | 23851/46302 [25:17:28<23:30:37,  3.77s/it]
 52%|█████▏    | 23852/46302 [25:17:32<23:30:43,  3.77s/it]
 52%|█████▏    | 23853/46302 [25:17:36<23:30:37,  3.77s/it]
 52%|█████▏    | 23854/46302 [25:17:39<23:30:23,  3.77s/it]
 52%|█████▏    | 23855/46302 [25:17:43<23:30:26,  3.77s/it]
 52%|█████▏    | 23856/46302 [25:17:47<23:30:13,  3.77s/it]
 52%|█████▏    | 23857/46302 [25:17:51<23:30:12,  3.77s/it]
 52%|█████▏    | 23858/46302 [25:17:55<23:30:24,  3.77s/it]
 52%|█████▏    | 23859/46302 [25:17:58<23:30:01,  3.77s/it]
 52%|█████▏    | 23860/46302 [25:18:02<23:29:39,  3.77s/it]
 52%|█████▏    | 23861/46302 [25:18:06<23:29:20,  3.77s/it]
 52%|█████▏    | 23862/46302 [25:18:10<23:29:25,  3.77s/it]
 52%|█████▏    | 23863/46302 [25:18:13<23:29:28,  3.77s/it]
 52%|█████▏    | 23864/46302 [25:18:17<23:29:32,  3.77s/it]
 52%|█████▏    | 23865/46302 [25:18:21<23:29:47,  3.77s/it]
 52%|█████▏    | 23866/46302 [25:18:25<23:29:28,  3.77s/it]
 52%|█████▏    | 23867/46302 [25:18:28<23:29:27,  3.77s/it]
 52%|█████▏    | 23868/46302 [25:18:32<23:29:22,  3.77s/it]
 52%|█████▏    | 23869/46302 [25:18:36<23:29:19,  3.77s/it]
 52%|█████▏    | 23870/46302 [25:18:40<23:29:09,  3.77s/it]
 52%|█████▏    | 23871/46302 [25:18:43<23:28:47,  3.77s/it]
 52%|█████▏    | 23872/46302 [25:18:47<23:28:23,  3.77s/it]
 52%|█████▏    | 23873/46302 [25:18:51<23:28:27,  3.77s/it]
 52%|█████▏    | 23874/46302 [25:18:55<23:28:21,  3.77s/it]
 52%|█████▏    | 23875/46302 [25:18:59<23:28:32,  3.77s/it]
 52%|█████▏    | 23876/46302 [25:19:02<23:28:27,  3.77s/it]
 52%|█████▏    | 23877/46302 [25:19:06<23:28:28,  3.77s/it]
 52%|█████▏    | 23878/46302 [25:19:10<23:28:29,  3.77s/it]
 52%|█████▏    | 23879/46302 [25:19:14<23:28:39,  3.77s/it]
 52%|█████▏    | 23880/46302 [25:19:17<23:28:32,  3.77s/it]
 52%|█████▏    | 23881/46302 [25:19:21<23:28:54,  3.77s/it]
 52%|█████▏    | 23882/46302 [25:19:25<23:28:49,  3.77s/it]
 52%|█████▏    | 23883/46302 [25:19:29<23:28:38,  3.77s/it]
 52%|█████▏    | 23884/46302 [25:19:32<23:28:17,  3.77s/it]
 52%|█████▏    | 23885/46302 [25:19:36<23:28:28,  3.77s/it]
 52%|█████▏    | 23886/46302 [25:19:40<23:28:24,  3.77s/it]
 52%|█████▏    | 23887/46302 [25:19:44<23:28:20,  3.77s/it]
 52%|█████▏    | 23888/46302 [25:19:48<23:28:12,  3.77s/it]
 52%|█████▏    | 23889/46302 [25:19:51<23:28:04,  3.77s/it]
 52%|█████▏    | 23890/46302 [25:19:55<23:27:58,  3.77s/it]
 52%|█████▏    | 23891/46302 [25:19:59<23:28:05,  3.77s/it]
 52%|█████▏    | 23892/46302 [25:20:03<23:28:02,  3.77s/it]
 52%|█████▏    | 23893/46302 [25:20:06<23:28:13,  3.77s/it]
 52%|█████▏    | 23894/46302 [25:20:10<23:28:30,  3.77s/it]
 52%|█████▏    | 23895/46302 [25:20:14<23:28:29,  3.77s/it]
 52%|█████▏    | 23896/46302 [25:20:18<23:28:37,  3.77s/it]
 52%|█████▏    | 23897/46302 [25:20:22<23:28:18,  3.77s/it]
 52%|█████▏    | 23898/46302 [25:20:25<23:27:57,  3.77s/it]
 52%|█████▏    | 23899/46302 [25:20:29<23:28:10,  3.77s/it]
 52%|█████▏    | 23900/46302 [25:20:33<23:28:09,  3.77s/it]
 52%|█████▏    | 23901/46302 [25:20:37<23:27:43,  3.77s/it]
 52%|█████▏    | 23902/46302 [25:20:40<23:27:38,  3.77s/it]
 52%|█████▏    | 23903/46302 [25:20:44<23:27:47,  3.77s/it]
 52%|█████▏    | 23904/46302 [25:20:48<23:27:45,  3.77s/it]
 52%|█████▏    | 23905/46302 [25:20:52<23:27:42,  3.77s/it]
 52%|█████▏    | 23906/46302 [25:20:55<23:26:58,  3.77s/it]
 52%|█████▏    | 23907/46302 [25:20:59<23:27:10,  3.77s/it]
 52%|█████▏    | 23908/46302 [25:21:03<23:27:10,  3.77s/it]
 52%|█████▏    | 23909/46302 [25:21:07<23:27:20,  3.77s/it]
 52%|█████▏    | 23910/46302 [25:21:11<23:27:04,  3.77s/it]
 52%|█████▏    | 23911/46302 [25:21:14<23:27:12,  3.77s/it]
 52%|█████▏    | 23912/46302 [25:21:18<23:27:15,  3.77s/it]
 52%|█████▏    | 23913/46302 [25:21:22<23:27:07,  3.77s/it]
 52%|█████▏    | 23914/46302 [25:21:26<23:27:03,  3.77s/it]
 52%|█████▏    | 23915/46302 [25:21:29<23:27:08,  3.77s/it]
 52%|█████▏    | 23916/46302 [25:21:33<23:27:12,  3.77s/it]
 52%|█████▏    | 23917/46302 [25:21:37<23:27:19,  3.77s/it]
 52%|█████▏    | 23918/46302 [25:21:41<23:27:17,  3.77s/it]
 52%|█████▏    | 23919/46302 [25:21:44<23:27:13,  3.77s/it]
 52%|█████▏    | 23920/46302 [25:21:48<23:26:48,  3.77s/it]
 52%|█████▏    | 23921/46302 [25:21:52<23:26:49,  3.77s/it]
 52%|█████▏    | 23922/46302 [25:21:56<23:26:45,  3.77s/it]
 52%|█████▏    | 23923/46302 [25:22:00<23:26:42,  3.77s/it]
 52%|█████▏    | 23924/46302 [25:22:03<23:26:46,  3.77s/it]
 52%|█████▏    | 23925/46302 [25:22:07<23:26:41,  3.77s/it]
 52%|█████▏    | 23926/46302 [25:22:11<23:26:47,  3.77s/it]
 52%|█████▏    | 23927/46302 [25:22:15<23:26:12,  3.77s/it]
 52%|█████▏    | 23928/46302 [25:22:18<23:26:08,  3.77s/it]
 52%|█████▏    | 23929/46302 [25:22:22<23:26:17,  3.77s/it]
 52%|█████▏    | 23930/46302 [25:22:26<23:26:09,  3.77s/it]
 52%|█████▏    | 23931/46302 [25:22:30<23:26:06,  3.77s/it]
 52%|█████▏    | 23932/46302 [25:22:34<23:25:57,  3.77s/it]
 52%|█████▏    | 23933/46302 [25:22:37<23:25:55,  3.77s/it]
 52%|█████▏    | 23934/46302 [25:22:41<23:26:03,  3.77s/it]
 52%|█████▏    | 23935/46302 [25:22:45<23:25:46,  3.77s/it]
 52%|█████▏    | 23936/46302 [25:22:49<23:25:25,  3.77s/it]
 52%|█████▏    | 23937/46302 [25:22:52<23:25:37,  3.77s/it]
 52%|█████▏    | 23938/46302 [25:22:56<23:25:34,  3.77s/it]
 52%|█████▏    | 23939/46302 [25:23:00<23:25:37,  3.77s/it]
 52%|█████▏    | 23940/46302 [25:23:04<23:25:31,  3.77s/it]
 52%|█████▏    | 23941/46302 [25:23:07<23:25:20,  3.77s/it]
 52%|█████▏    | 23942/46302 [25:23:11<23:25:04,  3.77s/it]
 52%|█████▏    | 23943/46302 [25:23:15<23:24:55,  3.77s/it]
 52%|█████▏    | 23944/46302 [25:23:19<23:25:12,  3.77s/it]
 52%|█████▏    | 23945/46302 [25:23:23<23:25:22,  3.77s/it]
 52%|█████▏    | 23946/46302 [25:23:26<23:25:33,  3.77s/it]
 52%|█████▏    | 23947/46302 [25:23:30<23:25:09,  3.77s/it]
 52%|█████▏    | 23948/46302 [25:23:34<23:24:46,  3.77s/it]
 52%|█████▏    | 23949/46302 [25:23:38<23:24:50,  3.77s/it]
 52%|█████▏    | 23950/46302 [25:23:41<23:25:02,  3.77s/it]
 52%|█████▏    | 23951/46302 [25:23:45<23:24:32,  3.77s/it]
 52%|█████▏    | 23952/46302 [25:23:49<23:24:36,  3.77s/it]
 52%|█████▏    | 23953/46302 [25:23:53<23:24:27,  3.77s/it]
 52%|█████▏    | 23954/46302 [25:23:56<23:24:27,  3.77s/it]
 52%|█████▏    | 23955/46302 [25:24:00<23:24:26,  3.77s/it]
 52%|█████▏    | 23956/46302 [25:24:04<23:24:31,  3.77s/it]
 52%|█████▏    | 23957/46302 [25:24:08<23:24:36,  3.77s/it]
 52%|█████▏    | 23958/46302 [25:24:12<23:24:43,  3.77s/it]
 52%|█████▏    | 23959/46302 [25:24:15<23:24:28,  3.77s/it]
 52%|█████▏    | 23960/46302 [25:24:19<23:24:24,  3.77s/it]
 52%|█████▏    | 23961/46302 [25:24:23<23:24:35,  3.77s/it]
 52%|█████▏    | 23962/46302 [25:24:27<23:24:16,  3.77s/it]
 52%|█████▏    | 23963/46302 [25:24:30<23:24:31,  3.77s/it]
 52%|█████▏    | 23964/46302 [25:24:34<23:24:48,  3.77s/it]
 52%|█████▏    | 23965/46302 [25:24:38<23:24:25,  3.77s/it]
 52%|█████▏    | 23966/46302 [25:24:42<23:23:51,  3.77s/it]
 52%|█████▏    | 23967/46302 [25:24:45<23:23:52,  3.77s/it]
 52%|█████▏    | 23968/46302 [25:24:49<23:23:56,  3.77s/it]
 52%|█████▏    | 23969/46302 [25:24:53<23:23:43,  3.77s/it]
 52%|█████▏    | 23970/46302 [25:24:57<23:23:34,  3.77s/it]
 52%|█████▏    | 23971/46302 [25:25:01<23:23:38,  3.77s/it]
 52%|█████▏    | 23972/46302 [25:25:04<23:23:43,  3.77s/it]
 52%|█████▏    | 23973/46302 [25:25:08<23:23:39,  3.77s/it]
 52%|█████▏    | 23974/46302 [25:25:12<23:23:47,  3.77s/it]
 52%|█████▏    | 23975/46302 [25:25:16<23:23:32,  3.77s/it]
 52%|█████▏    | 23976/46302 [25:25:19<23:23:18,  3.77s/it]
 52%|█████▏    | 23977/46302 [25:25:23<23:23:10,  3.77s/it]
 52%|█████▏    | 23978/46302 [25:25:27<23:22:42,  3.77s/it]
 52%|█████▏    | 23979/46302 [25:25:31<23:22:18,  3.77s/it]
 52%|█████▏    | 23980/46302 [25:25:35<23:21:51,  3.77s/it]
 52%|█████▏    | 23981/46302 [25:25:38<23:21:57,  3.77s/it]
 52%|█████▏    | 23982/46302 [25:25:42<23:21:46,  3.77s/it]
 52%|█████▏    | 23983/46302 [25:25:46<23:22:02,  3.77s/it]
 52%|█████▏    | 23984/46302 [25:25:50<23:22:02,  3.77s/it]
 52%|█████▏    | 23985/46302 [25:25:53<23:22:07,  3.77s/it]
 52%|█████▏    | 23986/46302 [25:25:57<23:21:38,  3.77s/it]
 52%|█████▏    | 23987/46302 [25:26:01<23:21:50,  3.77s/it]
 52%|█████▏    | 23988/46302 [25:26:05<23:21:38,  3.77s/it]
 52%|█████▏    | 23989/46302 [25:26:08<23:21:57,  3.77s/it]
 52%|█████▏    | 23990/46302 [25:26:12<23:21:35,  3.77s/it]
 52%|█████▏    | 23991/46302 [25:26:16<23:21:48,  3.77s/it]
 52%|█████▏    | 23992/46302 [25:26:20<23:21:36,  3.77s/it]
 52%|█████▏    | 23993/46302 [25:26:24<23:21:46,  3.77s/it]
 52%|█████▏    | 23994/46302 [25:26:27<23:21:11,  3.77s/it]
 52%|█████▏    | 23995/46302 [25:26:31<23:21:13,  3.77s/it]
 52%|█████▏    | 23996/46302 [25:26:35<23:20:44,  3.77s/it]
 52%|█████▏    | 23997/46302 [25:26:39<23:20:47,  3.77s/it]
 52%|█████▏    | 23998/46302 [25:26:42<23:20:17,  3.77s/it]
 52%|█████▏    | 23999/46302 [25:26:46<23:20:39,  3.77s/it]
 52%|█████▏    | 24000/46302 [25:26:50<23:20:50,  3.77s/it]
                                                           
{'loss': 3.2298, 'learning_rate': 0.0024614807293276237, 'epoch': 0.52}

 52%|█████▏    | 24000/46302 [25:26:50<23:20:50,  3.77s/it]
 52%|█████▏    | 24001/46302 [25:26:54<23:21:45,  3.77s/it]
 52%|█████▏    | 24002/46302 [25:26:57<23:21:38,  3.77s/it]
 52%|█████▏    | 24003/46302 [25:27:01<23:21:52,  3.77s/it]
 52%|█████▏    | 24004/46302 [25:27:05<23:21:35,  3.77s/it]
 52%|█████▏    | 24005/46302 [25:27:09<23:21:29,  3.77s/it]
 52%|█████▏    | 24006/46302 [25:27:13<23:21:33,  3.77s/it]
 52%|█████▏    | 24007/46302 [25:27:16<23:21:36,  3.77s/it]
 52%|█████▏    | 24008/46302 [25:27:20<23:21:30,  3.77s/it]
 52%|█████▏    | 24009/46302 [25:27:24<23:21:40,  3.77s/it]
 52%|█████▏    | 24010/46302 [25:27:28<23:21:06,  3.77s/it]
 52%|█████▏    | 24011/46302 [25:27:31<23:20:34,  3.77s/it]
 52%|█████▏    | 24012/46302 [25:27:35<23:20:08,  3.77s/it]
 52%|█████▏    | 24013/46302 [25:27:39<23:20:30,  3.77s/it]
 52%|█████▏    | 24014/46302 [25:27:43<23:19:56,  3.77s/it]
 52%|█████▏    | 24015/46302 [25:27:46<23:20:23,  3.77s/it]
 52%|█████▏    | 24016/46302 [25:27:50<23:20:11,  3.77s/it]
 52%|█████▏    | 24017/46302 [25:27:54<23:19:50,  3.77s/it]
 52%|█████▏    | 24018/46302 [25:27:58<23:19:33,  3.77s/it]
 52%|█████▏    | 24019/46302 [25:28:02<23:19:13,  3.77s/it]
 52%|█████▏    | 24020/46302 [25:28:05<23:19:03,  3.77s/it]
 52%|█████▏    | 24021/46302 [25:28:09<23:19:13,  3.77s/it]
 52%|█████▏    | 24022/46302 [25:28:13<23:19:36,  3.77s/it]
 52%|█████▏    | 24023/46302 [25:28:17<23:19:51,  3.77s/it]
 52%|█████▏    | 24024/46302 [25:28:20<23:19:54,  3.77s/it]
 52%|█████▏    | 24025/46302 [25:28:24<23:20:05,  3.77s/it]
 52%|█████▏    | 24026/46302 [25:28:28<23:19:40,  3.77s/it]
 52%|█████▏    | 24027/46302 [25:28:32<23:19:45,  3.77s/it]
 52%|█████▏    | 24028/46302 [25:28:35<23:19:47,  3.77s/it]
 52%|█████▏    | 24029/46302 [25:28:39<23:19:38,  3.77s/it]
 52%|█████▏    | 24030/46302 [25:28:43<23:19:46,  3.77s/it]
 52%|█████▏    | 24031/46302 [25:28:47<23:19:16,  3.77s/it]
 52%|█████▏    | 24032/46302 [25:28:51<23:19:19,  3.77s/it]
 52%|█████▏    | 24033/46302 [25:28:54<23:19:37,  3.77s/it]
 52%|█████▏    | 24034/46302 [25:28:58<23:19:26,  3.77s/it]
 52%|█████▏    | 24035/46302 [25:29:02<23:19:15,  3.77s/it]
 52%|█████▏    | 24036/46302 [25:29:06<23:19:02,  3.77s/it]
 52%|█████▏    | 24037/46302 [25:29:09<23:18:42,  3.77s/it]
 52%|█████▏    | 24038/46302 [25:29:13<23:18:25,  3.77s/it]
 52%|█████▏    | 24039/46302 [25:29:17<23:18:36,  3.77s/it]
 52%|█████▏    | 24040/46302 [25:29:21<23:18:50,  3.77s/it]
 52%|█████▏    | 24041/46302 [25:29:24<23:19:01,  3.77s/it]
 52%|█████▏    | 24042/46302 [25:29:28<23:18:58,  3.77s/it]
 52%|█████▏    | 24043/46302 [25:29:32<23:18:34,  3.77s/it]
 52%|█████▏    | 24044/46302 [25:29:36<23:18:36,  3.77s/it]
 52%|█████▏    | 24045/46302 [25:29:40<23:18:16,  3.77s/it]
 52%|█████▏    | 24046/46302 [25:29:43<23:18:31,  3.77s/it]
 52%|█████▏    | 24047/46302 [25:29:47<23:18:27,  3.77s/it]
 52%|█████▏    | 24048/46302 [25:29:51<23:18:20,  3.77s/it]
 52%|█████▏    | 24049/46302 [25:29:55<23:18:23,  3.77s/it]
 52%|█████▏    | 24050/46302 [25:29:58<23:17:59,  3.77s/it]
 52%|█████▏    | 24051/46302 [25:30:02<23:18:03,  3.77s/it]
 52%|█████▏    | 24052/46302 [25:30:06<23:17:56,  3.77s/it]
 52%|█████▏    | 24053/46302 [25:30:10<23:18:13,  3.77s/it]
 52%|█████▏    | 24054/46302 [25:30:13<23:17:49,  3.77s/it]
 52%|█████▏    | 24055/46302 [25:30:17<23:17:36,  3.77s/it]
 52%|█████▏    | 24056/46302 [25:30:21<23:17:57,  3.77s/it]
 52%|█████▏    | 24057/46302 [25:30:25<23:18:15,  3.77s/it]
 52%|█████▏    | 24058/46302 [25:30:29<23:18:17,  3.77s/it]
 52%|█████▏    | 24059/46302 [25:30:32<23:18:14,  3.77s/it]
 52%|█████▏    | 24060/46302 [25:30:36<23:18:11,  3.77s/it]
 52%|█████▏    | 24061/46302 [25:30:40<23:17:35,  3.77s/it]
 52%|█████▏    | 24062/46302 [25:30:44<23:17:16,  3.77s/it]
 52%|█████▏    | 24063/46302 [25:30:47<23:17:44,  3.77s/it]
 52%|█████▏    | 24064/46302 [25:30:51<23:17:18,  3.77s/it]
 52%|█████▏    | 24065/46302 [25:30:55<23:17:41,  3.77s/it]
 52%|█████▏    | 24066/46302 [25:30:59<23:17:47,  3.77s/it]
 52%|█████▏    | 24067/46302 [25:31:03<23:17:06,  3.77s/it]
 52%|█████▏    | 24068/46302 [25:31:06<23:17:02,  3.77s/it]
 52%|█████▏    | 24069/46302 [25:31:10<23:16:52,  3.77s/it]
 52%|█████▏    | 24070/46302 [25:31:14<23:16:42,  3.77s/it]
 52%|█████▏    | 24071/46302 [25:31:18<23:17:03,  3.77s/it]
 52%|█████▏    | 24072/46302 [25:31:21<23:16:41,  3.77s/it]
 52%|█████▏    | 24073/46302 [25:31:25<23:16:42,  3.77s/it]
 52%|█████▏    | 24074/46302 [25:31:29<23:16:18,  3.77s/it]
 52%|█████▏    | 24075/46302 [25:31:33<23:16:25,  3.77s/it]
 52%|█████▏    | 24076/46302 [25:31:36<23:16:07,  3.77s/it]
 52%|█████▏    | 24077/46302 [25:31:40<23:16:16,  3.77s/it]
 52%|█████▏    | 24078/46302 [25:31:44<23:16:15,  3.77s/it]
 52%|█████▏    | 24079/46302 [25:31:48<23:16:05,  3.77s/it]
 52%|█████▏    | 24080/46302 [25:31:52<23:16:03,  3.77s/it]
 52%|█████▏    | 24081/46302 [25:31:55<23:15:50,  3.77s/it]
 52%|█████▏    | 24082/46302 [25:31:59<23:16:13,  3.77s/it]
 52%|█████▏    | 24083/46302 [25:32:03<23:16:14,  3.77s/it]
 52%|█████▏    | 24084/46302 [25:32:07<23:16:24,  3.77s/it]
 52%|█████▏    | 24085/46302 [25:32:10<23:16:12,  3.77s/it]
 52%|█████▏    | 24086/46302 [25:32:14<23:16:13,  3.77s/it]
 52%|█████▏    | 24087/46302 [25:32:18<23:16:03,  3.77s/it]
 52%|█████▏    | 24088/46302 [25:32:22<23:15:56,  3.77s/it]
 52%|█████▏    | 24089/46302 [25:32:25<23:15:55,  3.77s/it]
 52%|█████▏    | 24090/46302 [25:32:29<23:15:27,  3.77s/it]
 52%|█████▏    | 24091/46302 [25:32:33<23:15:43,  3.77s/it]
 52%|█████▏    | 24092/46302 [25:32:37<23:15:43,  3.77s/it]
 52%|█████▏    | 24093/46302 [25:32:41<23:15:14,  3.77s/it]
 52%|█████▏    | 24094/46302 [25:32:44<23:15:18,  3.77s/it]
 52%|█████▏    | 24095/46302 [25:32:48<23:15:20,  3.77s/it]
 52%|█████▏    | 24096/46302 [25:32:52<23:15:13,  3.77s/it]
 52%|█████▏    | 24097/46302 [25:32:56<23:15:01,  3.77s/it]
 52%|█████▏    | 24098/46302 [25:32:59<23:14:56,  3.77s/it]
 52%|█████▏    | 24099/46302 [25:33:03<23:14:24,  3.77s/it]
 52%|█████▏    | 24100/46302 [25:33:07<23:14:33,  3.77s/it]
 52%|█████▏    | 24101/46302 [25:33:11<23:14:46,  3.77s/it]
 52%|█████▏    | 24102/46302 [25:33:14<23:14:54,  3.77s/it]
 52%|█████▏    | 24103/46302 [25:33:18<23:14:55,  3.77s/it]
 52%|█████▏    | 24104/46302 [25:33:22<23:14:53,  3.77s/it]
 52%|█████▏    | 24105/46302 [25:33:26<23:14:32,  3.77s/it]
 52%|█████▏    | 24106/46302 [25:33:30<23:14:22,  3.77s/it]
 52%|█████▏    | 24107/46302 [25:33:33<23:14:03,  3.77s/it]
 52%|█████▏    | 24108/46302 [25:33:37<23:14:01,  3.77s/it]
 52%|█████▏    | 24109/46302 [25:33:41<23:14:01,  3.77s/it]
 52%|█████▏    | 24110/46302 [25:33:45<23:13:56,  3.77s/it]
 52%|█████▏    | 24111/46302 [25:33:48<23:13:34,  3.77s/it]
 52%|█████▏    | 24112/46302 [25:33:52<23:13:34,  3.77s/it]
 52%|█████▏    | 24113/46302 [25:33:56<23:13:31,  3.77s/it]
 52%|█████▏    | 24114/46302 [25:34:00<23:13:16,  3.77s/it]
 52%|█████▏    | 24115/46302 [25:34:03<23:13:19,  3.77s/it]
 52%|█████▏    | 24116/46302 [25:34:07<23:13:11,  3.77s/it]
 52%|█████▏    | 24117/46302 [25:34:11<23:13:08,  3.77s/it]
 52%|█████▏    | 24118/46302 [25:34:15<23:13:12,  3.77s/it]
 52%|█████▏    | 24119/46302 [25:34:19<23:13:04,  3.77s/it]
 52%|█████▏    | 24120/46302 [25:34:22<23:12:52,  3.77s/it]
 52%|█████▏    | 24121/46302 [25:34:26<23:13:16,  3.77s/it]
 52%|█████▏    | 24122/46302 [25:34:30<23:13:01,  3.77s/it]
 52%|█████▏    | 24123/46302 [25:34:34<23:13:28,  3.77s/it]
 52%|█████▏    | 24124/46302 [25:34:37<23:13:41,  3.77s/it]
 52%|█████▏    | 24125/46302 [25:34:41<23:13:55,  3.77s/it]
 52%|█████▏    | 24126/46302 [25:34:45<23:13:53,  3.77s/it]
 52%|█████▏    | 24127/46302 [25:34:49<23:13:50,  3.77s/it]
 52%|█████▏    | 24128/46302 [25:34:52<23:13:08,  3.77s/it]
 52%|█████▏    | 24129/46302 [25:34:56<23:13:11,  3.77s/it]
 52%|█████▏    | 24130/46302 [25:35:00<23:13:23,  3.77s/it]
 52%|█████▏    | 24131/46302 [25:35:04<23:12:56,  3.77s/it]
 52%|█████▏    | 24132/46302 [25:35:08<23:13:09,  3.77s/it]
 52%|█████▏    | 24133/46302 [25:35:11<23:13:30,  3.77s/it]
 52%|█████▏    | 24134/46302 [25:35:15<23:13:25,  3.77s/it]
 52%|█████▏    | 24135/46302 [25:35:19<23:13:00,  3.77s/it]
 52%|█████▏    | 24136/46302 [25:35:23<23:13:03,  3.77s/it]
 52%|█████▏    | 24137/46302 [25:35:26<23:12:48,  3.77s/it]
 52%|█████▏    | 24138/46302 [25:35:30<23:12:55,  3.77s/it]
 52%|█████▏    | 24139/46302 [25:35:34<23:12:30,  3.77s/it]
 52%|█████▏    | 24140/46302 [25:35:38<23:12:42,  3.77s/it]
 52%|█████▏    | 24141/46302 [25:35:41<23:12:50,  3.77s/it]
 52%|█████▏    | 24142/46302 [25:35:45<23:12:34,  3.77s/it]
 52%|█████▏    | 24143/46302 [25:35:49<23:12:34,  3.77s/it]
 52%|█████▏    | 24144/46302 [25:35:53<23:12:46,  3.77s/it]
 52%|█████▏    | 24145/46302 [25:35:57<23:12:36,  3.77s/it]
 52%|█████▏    | 24146/46302 [25:36:00<23:12:38,  3.77s/it]
 52%|█████▏    | 24147/46302 [25:36:04<23:12:46,  3.77s/it]
 52%|█████▏    | 24148/46302 [25:36:08<23:12:43,  3.77s/it]
 52%|█████▏    | 24149/46302 [25:36:12<23:12:26,  3.77s/it]
 52%|█████▏    | 24150/46302 [25:36:15<23:12:49,  3.77s/it]
 52%|█████▏    | 24151/46302 [25:36:19<23:12:29,  3.77s/it]
 52%|█████▏    | 24152/46302 [25:36:23<23:12:43,  3.77s/it]
 52%|█████▏    | 24153/46302 [25:36:27<23:12:08,  3.77s/it]
 52%|█████▏    | 24154/46302 [25:36:30<23:12:11,  3.77s/it]
 52%|█████▏    | 24155/46302 [25:36:34<23:11:58,  3.77s/it]
 52%|█████▏    | 24156/46302 [25:36:38<23:12:08,  3.77s/it]
 52%|█████▏    | 24157/46302 [25:36:42<23:11:52,  3.77s/it]
 52%|█████▏    | 24158/46302 [25:36:46<23:11:47,  3.77s/it]
 52%|█████▏    | 24159/46302 [25:36:49<23:11:40,  3.77s/it]
 52%|█████▏    | 24160/46302 [25:36:53<23:11:30,  3.77s/it]
 52%|█████▏    | 24161/46302 [25:36:57<23:11:38,  3.77s/it]
 52%|█████▏    | 24162/46302 [25:37:01<23:11:27,  3.77s/it]
 52%|█████▏    | 24163/46302 [25:37:04<23:11:28,  3.77s/it]
 52%|█████▏    | 24164/46302 [25:37:08<23:11:32,  3.77s/it]
 52%|█████▏    | 24165/46302 [25:37:12<23:10:45,  3.77s/it]
 52%|█████▏    | 24166/46302 [25:37:16<23:10:30,  3.77s/it]
 52%|█████▏    | 24167/46302 [25:37:20<23:10:16,  3.77s/it]
 52%|█████▏    | 24168/46302 [25:37:23<23:10:18,  3.77s/it]
 52%|█████▏    | 24169/46302 [25:37:27<23:10:16,  3.77s/it]
 52%|█████▏    | 24170/46302 [25:37:31<23:10:10,  3.77s/it]
 52%|█████▏    | 24171/46302 [25:37:35<23:10:03,  3.77s/it]
 52%|█████▏    | 24172/46302 [25:37:38<23:09:49,  3.77s/it]
 52%|█████▏    | 24173/46302 [25:37:42<23:09:53,  3.77s/it]
 52%|█████▏    | 24174/46302 [25:37:46<23:10:01,  3.77s/it]
 52%|█████▏    | 24175/46302 [25:37:50<23:09:55,  3.77s/it]
 52%|█████▏    | 24176/46302 [25:37:53<23:09:49,  3.77s/it]
 52%|█████▏    | 24177/46302 [25:37:57<23:09:51,  3.77s/it]
 52%|█████▏    | 24178/46302 [25:38:01<23:10:03,  3.77s/it]
 52%|█████▏    | 24179/46302 [25:38:05<23:09:58,  3.77s/it]
 52%|█████▏    | 24180/46302 [25:38:08<23:09:41,  3.77s/it]
 52%|█████▏    | 24181/46302 [25:38:12<23:09:09,  3.77s/it]
 52%|█████▏    | 24182/46302 [25:38:16<23:09:15,  3.77s/it]
 52%|█████▏    | 24183/46302 [25:38:20<23:08:46,  3.77s/it]
 52%|█████▏    | 24184/46302 [25:38:24<23:08:43,  3.77s/it]
 52%|█████▏    | 24185/46302 [25:38:27<23:08:50,  3.77s/it]
 52%|█████▏    | 24186/46302 [25:38:31<23:08:40,  3.77s/it]
 52%|█████▏    | 24187/46302 [25:38:35<23:08:43,  3.77s/it]
 52%|█████▏    | 24188/46302 [25:38:39<23:08:47,  3.77s/it]
 52%|█████▏    | 24189/46302 [25:38:42<23:08:35,  3.77s/it]
 52%|█████▏    | 24190/46302 [25:38:46<23:08:25,  3.77s/it]
 52%|█████▏    | 24191/46302 [25:38:50<23:08:33,  3.77s/it]
 52%|█████▏    | 24192/46302 [25:38:54<23:08:39,  3.77s/it]
 52%|█████▏    | 24193/46302 [25:38:57<23:08:56,  3.77s/it]
 52%|█████▏    | 24194/46302 [25:39:01<23:09:04,  3.77s/it]
 52%|█████▏    | 24195/46302 [25:39:05<23:08:39,  3.77s/it]
 52%|█████▏    | 24196/46302 [25:39:09<23:08:40,  3.77s/it]
 52%|█████▏    | 24197/46302 [25:39:13<23:08:14,  3.77s/it]
 52%|█████▏    | 24198/46302 [25:39:16<23:08:22,  3.77s/it]
 52%|█████▏    | 24199/46302 [25:39:20<23:08:21,  3.77s/it]
 52%|█████▏    | 24200/46302 [25:39:24<23:08:26,  3.77s/it]
 52%|█████▏    | 24201/46302 [25:39:28<23:08:10,  3.77s/it]
 52%|█████▏    | 24202/46302 [25:39:31<23:08:14,  3.77s/it]
 52%|█████▏    | 24203/46302 [25:39:35<23:07:35,  3.77s/it]
 52%|█████▏    | 24204/46302 [25:39:39<23:07:54,  3.77s/it]
 52%|█████▏    | 24205/46302 [25:39:43<23:07:45,  3.77s/it]
 52%|█████▏    | 24206/46302 [25:39:46<23:08:00,  3.77s/it]
 52%|█████▏    | 24207/46302 [25:39:50<23:07:58,  3.77s/it]
 52%|█████▏    | 24208/46302 [25:39:54<23:08:02,  3.77s/it]
 52%|█████▏    | 24209/46302 [25:39:58<23:08:04,  3.77s/it]
 52%|█████▏    | 24210/46302 [25:40:02<23:07:32,  3.77s/it]
 52%|█████▏    | 24211/46302 [25:40:05<23:07:20,  3.77s/it]
 52%|█████▏    | 24212/46302 [25:40:09<23:07:18,  3.77s/it]
 52%|█████▏    | 24213/46302 [25:40:13<23:07:24,  3.77s/it]
 52%|█████▏    | 24214/46302 [25:40:17<23:07:07,  3.77s/it]
 52%|█████▏    | 24215/46302 [25:40:20<23:07:11,  3.77s/it]
 52%|█████▏    | 24216/46302 [25:40:24<23:07:22,  3.77s/it]
 52%|█████▏    | 24217/46302 [25:40:28<23:07:22,  3.77s/it]
 52%|█████▏    | 24218/46302 [25:40:32<23:07:16,  3.77s/it]
 52%|█████▏    | 24219/46302 [25:40:35<23:07:20,  3.77s/it]
 52%|█████▏    | 24220/46302 [25:40:39<23:07:06,  3.77s/it]
 52%|█████▏    | 24221/46302 [25:40:43<23:07:16,  3.77s/it]
 52%|█████▏    | 24222/46302 [25:40:47<23:07:14,  3.77s/it]
 52%|█████▏    | 24223/46302 [25:40:51<23:07:04,  3.77s/it]
 52%|█████▏    | 24224/46302 [25:40:54<23:07:00,  3.77s/it]
 52%|█████▏    | 24225/46302 [25:40:58<23:06:55,  3.77s/it]
 52%|█████▏    | 24226/46302 [25:41:02<23:06:53,  3.77s/it]
 52%|█████▏    | 24227/46302 [25:41:06<23:06:30,  3.77s/it]
 52%|█████▏    | 24228/46302 [25:41:09<23:06:33,  3.77s/it]
 52%|█████▏    | 24229/46302 [25:41:13<23:06:42,  3.77s/it]
 52%|█████▏    | 24230/46302 [25:41:17<23:06:22,  3.77s/it]
 52%|█████▏    | 24231/46302 [25:41:21<23:06:16,  3.77s/it]
 52%|█████▏    | 24232/46302 [25:41:24<23:06:20,  3.77s/it]
 52%|█████▏    | 24233/46302 [25:41:28<23:06:11,  3.77s/it]
 52%|█████▏    | 24234/46302 [25:41:32<23:06:10,  3.77s/it]
 52%|█████▏    | 24235/46302 [25:41:36<23:06:08,  3.77s/it]
 52%|█████▏    | 24236/46302 [25:41:40<23:06:02,  3.77s/it]
 52%|█████▏    | 24237/46302 [25:41:43<23:06:00,  3.77s/it]
 52%|█████▏    | 24238/46302 [25:41:47<23:06:19,  3.77s/it]
 52%|█████▏    | 24239/46302 [25:41:51<23:06:25,  3.77s/it]
 52%|█████▏    | 24240/46302 [25:41:55<23:06:11,  3.77s/it]
 52%|█████▏    | 24241/46302 [25:41:58<23:06:19,  3.77s/it]
 52%|█████▏    | 24242/46302 [25:42:02<23:06:04,  3.77s/it]
 52%|█████▏    | 24243/46302 [25:42:06<23:05:33,  3.77s/it]
 52%|█████▏    | 24244/46302 [25:42:10<23:05:42,  3.77s/it]
 52%|█████▏    | 24245/46302 [25:42:13<23:05:32,  3.77s/it]
 52%|█████▏    | 24246/46302 [25:42:17<23:05:15,  3.77s/it]
 52%|█████▏    | 24247/46302 [25:42:21<23:05:14,  3.77s/it]
 52%|█████▏    | 24248/46302 [25:42:25<23:05:00,  3.77s/it]
 52%|█████▏    | 24249/46302 [25:42:29<23:05:18,  3.77s/it]
 52%|█████▏    | 24250/46302 [25:42:32<23:05:29,  3.77s/it]
 52%|█████▏    | 24251/46302 [25:42:36<23:04:54,  3.77s/it]
 52%|█████▏    | 24252/46302 [25:42:40<23:05:01,  3.77s/it]
 52%|█████▏    | 24253/46302 [25:42:44<23:04:52,  3.77s/it]
 52%|█████▏    | 24254/46302 [25:42:47<23:04:44,  3.77s/it]
 52%|█████▏    | 24255/46302 [25:42:51<23:04:56,  3.77s/it]
 52%|█████▏    | 24256/46302 [25:42:55<23:05:01,  3.77s/it]
 52%|█████▏    | 24257/46302 [25:42:59<23:04:35,  3.77s/it]
 52%|█████▏    | 24258/46302 [25:43:02<23:04:54,  3.77s/it]
 52%|█████▏    | 24259/46302 [25:43:06<23:04:50,  3.77s/it]
 52%|█████▏    | 24260/46302 [25:43:10<23:04:30,  3.77s/it]
 52%|█████▏    | 24261/46302 [25:43:14<23:04:26,  3.77s/it]
 52%|█████▏    | 24262/46302 [25:43:18<23:04:16,  3.77s/it]
 52%|█████▏    | 24263/46302 [25:43:21<23:04:05,  3.77s/it]
 52%|█████▏    | 24264/46302 [25:43:25<23:04:29,  3.77s/it]
 52%|█████▏    | 24265/46302 [25:43:29<23:04:19,  3.77s/it]
 52%|█████▏    | 24266/46302 [25:43:33<23:04:08,  3.77s/it]
 52%|█████▏    | 24267/46302 [25:43:36<23:04:06,  3.77s/it]
 52%|█████▏    | 24268/46302 [25:43:40<23:04:01,  3.77s/it]
 52%|█████▏    | 24269/46302 [25:43:44<23:03:55,  3.77s/it]
 52%|█████▏    | 24270/46302 [25:43:48<23:03:45,  3.77s/it]
 52%|█████▏    | 24271/46302 [25:43:51<23:03:49,  3.77s/it]
 52%|█████▏    | 24272/46302 [25:43:55<23:03:37,  3.77s/it]
 52%|█████▏    | 24273/46302 [25:43:59<23:03:50,  3.77s/it]
 52%|█████▏    | 24274/46302 [25:44:03<23:03:45,  3.77s/it]
 52%|█████▏    | 24275/46302 [25:44:07<23:03:49,  3.77s/it]
 52%|█████▏    | 24276/46302 [25:44:10<23:03:31,  3.77s/it]
 52%|█████▏    | 24277/46302 [25:44:14<23:03:45,  3.77s/it]
 52%|█████▏    | 24278/46302 [25:44:18<23:03:36,  3.77s/it]
 52%|█████▏    | 24279/46302 [25:44:22<23:03:14,  3.77s/it]
 52%|█████▏    | 24280/46302 [25:44:25<23:03:13,  3.77s/it]
 52%|█████▏    | 24281/46302 [25:44:29<23:03:04,  3.77s/it]
 52%|█████▏    | 24282/46302 [25:44:33<23:03:08,  3.77s/it]
 52%|█████▏    | 24283/46302 [25:44:37<23:03:28,  3.77s/it]
 52%|█████▏    | 24284/46302 [25:44:40<23:03:15,  3.77s/it]
 52%|█████▏    | 24285/46302 [25:44:44<23:03:14,  3.77s/it]
 52%|█████▏    | 24286/46302 [25:44:48<23:03:06,  3.77s/it]
 52%|█████▏    | 24287/46302 [25:44:52<23:03:00,  3.77s/it]
 52%|█████▏    | 24288/46302 [25:44:56<23:02:48,  3.77s/it]
 52%|█████▏    | 24289/46302 [25:44:59<23:02:29,  3.77s/it]
 52%|█████▏    | 24290/46302 [25:45:03<23:02:41,  3.77s/it]
 52%|█████▏    | 24291/46302 [25:45:07<23:02:27,  3.77s/it]
 52%|█████▏    | 24292/46302 [25:45:11<23:02:19,  3.77s/it]
 52%|█████▏    | 24293/46302 [25:45:14<23:02:24,  3.77s/it]
 52%|█████▏    | 24294/46302 [25:45:18<23:02:16,  3.77s/it]
 52%|█████▏    | 24295/46302 [25:45:22<23:02:10,  3.77s/it]
 52%|█████▏    | 24296/46302 [25:45:26<23:02:26,  3.77s/it]
 52%|█████▏    | 24297/46302 [25:45:29<23:02:25,  3.77s/it]
 52%|█████▏    | 24298/46302 [25:45:33<23:02:34,  3.77s/it]
 52%|█████▏    | 24299/46302 [25:45:37<23:02:25,  3.77s/it]
 52%|█████▏    | 24300/46302 [25:45:41<23:02:10,  3.77s/it]
 52%|█████▏    | 24301/46302 [25:45:45<23:02:04,  3.77s/it]
 52%|█████▏    | 24302/46302 [25:45:48<23:02:03,  3.77s/it]
 52%|█████▏    | 24303/46302 [25:45:52<23:01:45,  3.77s/it]
 52%|█████▏    | 24304/46302 [25:45:56<23:01:39,  3.77s/it]
 52%|█████▏    | 24305/46302 [25:46:00<23:01:07,  3.77s/it]
 52%|█████▏    | 24306/46302 [25:46:03<23:01:19,  3.77s/it]
 52%|█████▏    | 24307/46302 [25:46:07<23:01:12,  3.77s/it]
 52%|█████▏    | 24308/46302 [25:46:11<23:01:19,  3.77s/it]
 53%|█████▎    | 24309/46302 [25:46:15<23:01:16,  3.77s/it]
 53%|█████▎    | 24310/46302 [25:46:18<23:00:58,  3.77s/it]
 53%|█████▎    | 24311/46302 [25:46:22<23:01:01,  3.77s/it]
 53%|█████▎    | 24312/46302 [25:46:26<23:01:17,  3.77s/it]
 53%|█████▎    | 24313/46302 [25:46:30<23:01:10,  3.77s/it]
 53%|█████▎    | 24314/46302 [25:46:34<23:01:33,  3.77s/it]
 53%|█████▎    | 24315/46302 [25:46:37<23:01:24,  3.77s/it]
 53%|█████▎    | 24316/46302 [25:46:41<23:01:33,  3.77s/it]
 53%|█████▎    | 24317/46302 [25:46:45<23:00:49,  3.77s/it]
 53%|█████▎    | 24318/46302 [25:46:49<23:00:46,  3.77s/it]
 53%|█████▎    | 24319/46302 [25:46:52<23:00:26,  3.77s/it]
 53%|█████▎    | 24320/46302 [25:46:56<23:00:36,  3.77s/it]
 53%|█████▎    | 24321/46302 [25:47:00<23:00:37,  3.77s/it]
 53%|█████▎    | 24322/46302 [25:47:04<23:00:47,  3.77s/it]
 53%|█████▎    | 24323/46302 [25:47:07<23:00:30,  3.77s/it]
 53%|█████▎    | 24324/46302 [25:47:11<23:00:27,  3.77s/it]
 53%|█████▎    | 24325/46302 [25:47:15<23:00:16,  3.77s/it]
 53%|█████▎    | 24326/46302 [25:47:19<23:00:11,  3.77s/it]
 53%|█████▎    | 24327/46302 [25:47:23<23:00:21,  3.77s/it]
 53%|█████▎    | 24328/46302 [25:47:26<23:00:18,  3.77s/it]
 53%|█████▎    | 24329/46302 [25:47:30<22:59:59,  3.77s/it]
 53%|█████▎    | 24330/46302 [25:47:34<22:59:44,  3.77s/it]
 53%|█████▎    | 24331/46302 [25:47:38<22:59:48,  3.77s/it]
 53%|█████▎    | 24332/46302 [25:47:41<22:59:50,  3.77s/it]
 53%|█████▎    | 24333/46302 [25:47:45<22:59:32,  3.77s/it]
 53%|█████▎    | 24334/46302 [25:47:49<22:59:23,  3.77s/it]
 53%|█████▎    | 24335/46302 [25:47:53<22:59:29,  3.77s/it]
 53%|█████▎    | 24336/46302 [25:47:56<22:59:25,  3.77s/it]
 53%|█████▎    | 24337/46302 [25:48:00<22:59:05,  3.77s/it]
 53%|█████▎    | 24338/46302 [25:48:04<22:59:10,  3.77s/it]
 53%|█████▎    | 24339/46302 [25:48:08<22:59:12,  3.77s/it]
 53%|█████▎    | 24340/46302 [25:48:11<22:58:59,  3.77s/it]
 53%|█████▎    | 24341/46302 [25:48:15<22:58:58,  3.77s/it]
 53%|█████▎    | 24342/46302 [25:48:19<22:58:54,  3.77s/it]
 53%|█████▎    | 24343/46302 [25:48:23<22:58:59,  3.77s/it]
 53%|█████▎    | 24344/46302 [25:48:27<22:59:06,  3.77s/it]
 53%|█████▎    | 24345/46302 [25:48:30<22:59:01,  3.77s/it]
 53%|█████▎    | 24346/46302 [25:48:34<22:59:04,  3.77s/it]
 53%|█████▎    | 24347/46302 [25:48:38<22:59:12,  3.77s/it]
 53%|█████▎    | 24348/46302 [25:48:42<22:59:11,  3.77s/it]
 53%|█████▎    | 24349/46302 [25:48:45<22:59:03,  3.77s/it]
 53%|█████▎    | 24350/46302 [25:48:49<22:59:07,  3.77s/it]
 53%|█████▎    | 24351/46302 [25:48:53<22:58:53,  3.77s/it]
 53%|█████▎    | 24352/46302 [25:48:57<22:58:49,  3.77s/it]
 53%|█████▎    | 24353/46302 [25:49:00<22:58:45,  3.77s/it]
 53%|█████▎    | 24354/46302 [25:49:04<22:58:39,  3.77s/it]
 53%|█████▎    | 24355/46302 [25:49:08<22:58:31,  3.77s/it]
 53%|█████▎    | 24356/46302 [25:49:12<22:58:35,  3.77s/it]
 53%|█████▎    | 24357/46302 [25:49:16<22:58:17,  3.77s/it]
 53%|█████▎    | 24358/46302 [25:49:19<22:58:22,  3.77s/it]
 53%|█████▎    | 24359/46302 [25:49:23<22:58:20,  3.77s/it]
 53%|█████▎    | 24360/46302 [25:49:27<22:58:19,  3.77s/it]
 53%|█████▎    | 24361/46302 [25:49:31<22:58:19,  3.77s/it]
 53%|█████▎    | 24362/46302 [25:49:34<22:58:15,  3.77s/it]
 53%|█████▎    | 24363/46302 [25:49:38<22:58:05,  3.77s/it]
 53%|█████▎    | 24364/46302 [25:49:42<22:58:10,  3.77s/it]
 53%|█████▎    | 24365/46302 [25:49:46<22:58:09,  3.77s/it]
 53%|█████▎    | 24366/46302 [25:49:49<22:57:57,  3.77s/it]
 53%|█████▎    | 24367/46302 [25:49:53<22:58:12,  3.77s/it]
 53%|█████▎    | 24368/46302 [25:49:57<22:58:16,  3.77s/it]
 53%|█████▎    | 24369/46302 [25:50:01<22:58:11,  3.77s/it]
 53%|█████▎    | 24370/46302 [25:50:05<22:58:02,  3.77s/it]
 53%|█████▎    | 24371/46302 [25:50:08<22:57:46,  3.77s/it]
 53%|█████▎    | 24372/46302 [25:50:12<22:57:42,  3.77s/it]
 53%|█████▎    | 24373/46302 [25:50:16<22:57:44,  3.77s/it]
 53%|█████▎    | 24374/46302 [25:50:20<22:58:06,  3.77s/it]
 53%|█████▎    | 24375/46302 [25:50:23<22:57:47,  3.77s/it]
 53%|█████▎    | 24376/46302 [25:50:27<22:57:26,  3.77s/it]
 53%|█████▎    | 24377/46302 [25:50:31<22:57:23,  3.77s/it]
 53%|█████▎    | 24378/46302 [25:50:35<22:57:22,  3.77s/it]
 53%|█████▎    | 24379/46302 [25:50:38<22:57:15,  3.77s/it]
 53%|█████▎    | 24380/46302 [25:50:42<22:57:05,  3.77s/it]
 53%|█████▎    | 24381/46302 [25:50:46<22:57:09,  3.77s/it]
 53%|█████▎    | 24382/46302 [25:50:50<22:57:13,  3.77s/it]
 53%|█████▎    | 24383/46302 [25:50:54<22:56:53,  3.77s/it]
 53%|█████▎    | 24384/46302 [25:50:57<22:56:56,  3.77s/it]
 53%|█████▎    | 24385/46302 [25:51:01<22:56:42,  3.77s/it]
 53%|█████▎    | 24386/46302 [25:51:05<22:56:36,  3.77s/it]
 53%|█████▎    | 24387/46302 [25:51:09<22:56:31,  3.77s/it]
 53%|█████▎    | 24388/46302 [25:51:12<22:56:20,  3.77s/it]
 53%|█████▎    | 24389/46302 [25:51:16<22:56:28,  3.77s/it]
 53%|█████▎    | 24390/46302 [25:51:20<22:56:14,  3.77s/it]
 53%|█████▎    | 24391/46302 [25:51:24<22:56:11,  3.77s/it]
 53%|█████▎    | 24392/46302 [25:51:27<22:55:58,  3.77s/it]
 53%|█████▎    | 24393/46302 [25:51:31<22:55:57,  3.77s/it]
 53%|█████▎    | 24394/46302 [25:51:35<22:55:53,  3.77s/it]
 53%|█████▎    | 24395/46302 [25:51:39<22:55:51,  3.77s/it]
 53%|█████▎    | 24396/46302 [25:51:43<22:55:34,  3.77s/it]
 53%|█████▎    | 24397/46302 [25:51:46<22:55:37,  3.77s/it]
 53%|█████▎    | 24398/46302 [25:51:50<22:55:48,  3.77s/it]
 53%|█████▎    | 24399/46302 [25:51:54<22:55:31,  3.77s/it]
 53%|█████▎    | 24400/46302 [25:51:58<22:55:38,  3.77s/it]
 53%|█████▎    | 24401/46302 [25:52:01<22:55:41,  3.77s/it]
 53%|█████▎    | 24402/46302 [25:52:05<22:55:38,  3.77s/it]
 53%|█████▎    | 24403/46302 [25:52:09<22:55:19,  3.77s/it]
 53%|█████▎    | 24404/46302 [25:52:13<22:55:27,  3.77s/it]
 53%|█████▎    | 24405/46302 [25:52:16<22:55:34,  3.77s/it]
 53%|█████▎    | 24406/46302 [25:52:20<22:55:29,  3.77s/it]
 53%|█████▎    | 24407/46302 [25:52:24<22:55:08,  3.77s/it]
 53%|█████▎    | 24408/46302 [25:52:28<22:55:09,  3.77s/it]
 53%|█████▎    | 24409/46302 [25:52:32<22:55:04,  3.77s/it]
 53%|█████▎    | 24410/46302 [25:52:35<22:54:53,  3.77s/it]
 53%|█████▎    | 24411/46302 [25:52:39<22:54:28,  3.77s/it]
 53%|█████▎    | 24412/46302 [25:52:43<22:54:39,  3.77s/it]
 53%|█████▎    | 24413/46302 [25:52:47<22:54:43,  3.77s/it]
 53%|█████▎    | 24414/46302 [25:52:50<22:54:40,  3.77s/it]
 53%|█████▎    | 24415/46302 [25:52:54<22:54:58,  3.77s/it]
 53%|█████▎    | 24416/46302 [25:52:58<22:54:54,  3.77s/it]
 53%|█████▎    | 24417/46302 [25:53:02<22:54:44,  3.77s/it]
 53%|█████▎    | 24418/46302 [25:53:05<22:54:27,  3.77s/it]
 53%|█████▎    | 24419/46302 [25:53:09<22:54:22,  3.77s/it]
 53%|█████▎    | 24420/46302 [25:53:13<22:54:24,  3.77s/it]
 53%|█████▎    | 24421/46302 [25:53:17<22:54:05,  3.77s/it]
 53%|█████▎    | 24422/46302 [25:53:21<22:53:59,  3.77s/it]
 53%|█████▎    | 24423/46302 [25:53:24<22:54:01,  3.77s/it]
 53%|█████▎    | 24424/46302 [25:53:28<22:53:59,  3.77s/it]
 53%|█████▎    | 24425/46302 [25:53:32<22:54:00,  3.77s/it]
 53%|█████▎    | 24426/46302 [25:53:36<22:53:53,  3.77s/it]
 53%|█████▎    | 24427/46302 [25:53:39<22:53:55,  3.77s/it]
 53%|█████▎    | 24428/46302 [25:53:43<22:53:40,  3.77s/it]
 53%|█████▎    | 24429/46302 [25:53:47<22:53:34,  3.77s/it]
 53%|█████▎    | 24430/46302 [25:53:51<22:53:48,  3.77s/it]
 53%|█████▎    | 24431/46302 [25:53:54<22:53:29,  3.77s/it]
 53%|█████▎    | 24432/46302 [25:53:58<22:53:52,  3.77s/it]
 53%|█████▎    | 24433/46302 [25:54:02<22:53:53,  3.77s/it]
 53%|█████▎    | 24434/46302 [25:54:06<22:53:48,  3.77s/it]
 53%|█████▎    | 24435/46302 [25:54:10<22:53:43,  3.77s/it]
 53%|█████▎    | 24436/46302 [25:54:13<22:53:05,  3.77s/it]
 53%|█████▎    | 24437/46302 [25:54:17<22:53:31,  3.77s/it]
 53%|█████▎    | 24438/46302 [25:54:21<22:53:28,  3.77s/it]
 53%|█████▎    | 24439/46302 [25:54:25<22:53:28,  3.77s/it]
 53%|█████▎    | 24440/46302 [25:54:28<22:52:58,  3.77s/it]
 53%|█████▎    | 24441/46302 [25:54:32<22:52:57,  3.77s/it]
 53%|█████▎    | 24442/46302 [25:54:36<22:52:48,  3.77s/it]
 53%|█████▎    | 24443/46302 [25:54:40<22:53:03,  3.77s/it]
 53%|█████▎    | 24444/46302 [25:54:43<22:53:14,  3.77s/it]
 53%|█████▎    | 24445/46302 [25:54:47<22:52:56,  3.77s/it]
 53%|█████▎    | 24446/46302 [25:54:51<22:52:40,  3.77s/it]
 53%|█████▎    | 24447/46302 [25:54:55<22:52:29,  3.77s/it]
 53%|█████▎    | 24448/46302 [25:54:59<22:52:30,  3.77s/it]
 53%|█████▎    | 24449/46302 [25:55:02<22:52:35,  3.77s/it]
 53%|█████▎    | 24450/46302 [25:55:06<22:52:58,  3.77s/it]
 53%|█████▎    | 24451/46302 [25:55:10<22:52:41,  3.77s/it]
 53%|█████▎    | 24452/46302 [25:55:14<22:52:22,  3.77s/it]
 53%|█████▎    | 24453/46302 [25:55:17<22:52:24,  3.77s/it]
 53%|█████▎    | 24454/46302 [25:55:21<22:52:13,  3.77s/it]
 53%|█████▎    | 24455/46302 [25:55:25<22:51:50,  3.77s/it]
 53%|█████▎    | 24456/46302 [25:55:29<22:52:07,  3.77s/it]
 53%|█████▎    | 24457/46302 [25:55:32<22:51:41,  3.77s/it]
 53%|█████▎    | 24458/46302 [25:55:36<22:51:47,  3.77s/it]
 53%|█████▎    | 24459/46302 [25:55:40<22:51:31,  3.77s/it]
 53%|█████▎    | 24460/46302 [25:55:44<22:51:30,  3.77s/it]
 53%|█████▎    | 24461/46302 [25:55:48<22:51:12,  3.77s/it]
 53%|█████▎    | 24462/46302 [25:55:51<22:51:38,  3.77s/it]
 53%|█████▎    | 24463/46302 [25:55:55<22:51:31,  3.77s/it]
 53%|█████▎    | 24464/46302 [25:55:59<22:51:25,  3.77s/it]
 53%|█████▎    | 24465/46302 [25:56:03<22:51:19,  3.77s/it]
 53%|█████▎    | 24466/46302 [25:56:06<22:51:14,  3.77s/it]
 53%|█████▎    | 24467/46302 [25:56:10<22:50:53,  3.77s/it]
 53%|█████▎    | 24468/46302 [25:56:14<22:51:30,  3.77s/it]
 53%|█████▎    | 24469/46302 [25:56:18<22:51:12,  3.77s/it]
 53%|█████▎    | 24470/46302 [25:56:21<22:51:06,  3.77s/it]
 53%|█████▎    | 24471/46302 [25:56:25<22:51:01,  3.77s/it]
 53%|█████▎    | 24472/46302 [25:56:29<22:50:59,  3.77s/it]
 53%|█████▎    | 24473/46302 [25:56:33<22:51:01,  3.77s/it]
 53%|█████▎    | 24474/46302 [25:56:36<22:50:43,  3.77s/it]
 53%|█████▎    | 24475/46302 [25:56:40<22:50:36,  3.77s/it]
 53%|█████▎    | 24476/46302 [25:56:44<22:50:50,  3.77s/it]
 53%|█████▎    | 24477/46302 [25:56:48<22:50:46,  3.77s/it]
 53%|█████▎    | 24478/46302 [25:56:52<22:50:32,  3.77s/it]
 53%|█████▎    | 24479/46302 [25:56:55<22:50:16,  3.77s/it]
 53%|█████▎    | 24480/46302 [25:56:59<22:50:12,  3.77s/it]
 53%|█████▎    | 24481/46302 [25:57:03<22:50:12,  3.77s/it]
 53%|█████▎    | 24482/46302 [25:57:07<22:50:00,  3.77s/it]
 53%|█████▎    | 24483/46302 [25:57:10<22:49:48,  3.77s/it]
 53%|█████▎    | 24484/46302 [25:57:14<22:49:42,  3.77s/it]
 53%|█████▎    | 24485/46302 [25:57:18<22:50:00,  3.77s/it]
 53%|█████▎    | 24486/46302 [25:57:22<22:49:53,  3.77s/it]
 53%|█████▎    | 24487/46302 [25:57:25<22:49:46,  3.77s/it]
 53%|█████▎    | 24488/46302 [25:57:29<22:49:54,  3.77s/it]
 53%|█████▎    | 24489/46302 [25:57:33<22:49:45,  3.77s/it]
 53%|█████▎    | 24490/46302 [25:57:37<22:49:57,  3.77s/it]
 53%|█████▎    | 24491/46302 [25:57:41<22:49:41,  3.77s/it]
 53%|█████▎    | 24492/46302 [25:57:44<22:49:31,  3.77s/it]
 53%|█████▎    | 24493/46302 [25:57:48<22:49:32,  3.77s/it]
 53%|█████▎    | 24494/46302 [25:57:52<22:49:35,  3.77s/it]
 53%|█████▎    | 24495/46302 [25:57:56<22:49:26,  3.77s/it]
 53%|█████▎    | 24496/46302 [25:57:59<22:49:19,  3.77s/it]
 53%|█████▎    | 24497/46302 [25:58:03<22:49:03,  3.77s/it]
 53%|█████▎    | 24498/46302 [25:58:07<22:49:26,  3.77s/it]
 53%|█████▎    | 24499/46302 [25:58:11<22:49:07,  3.77s/it]
 53%|█████▎    | 24500/46302 [25:58:14<22:49:15,  3.77s/it]
                                                           
{'loss': 3.2306, 'learning_rate': 0.002406295527791268, 'epoch': 0.53}

 53%|█████▎    | 24500/46302 [25:58:14<22:49:15,  3.77s/it]
 53%|█████▎    | 24501/46302 [25:58:18<22:49:52,  3.77s/it]
 53%|█████▎    | 24502/46302 [25:58:22<22:49:35,  3.77s/it]
 53%|█████▎    | 24503/46302 [25:58:26<22:49:21,  3.77s/it]
 53%|█████▎    | 24504/46302 [25:58:30<22:48:38,  3.77s/it]
 53%|█████▎    | 24505/46302 [25:58:33<22:48:45,  3.77s/it]
 53%|█████▎    | 24506/46302 [25:58:37<22:48:27,  3.77s/it]
 53%|█████▎    | 24507/46302 [25:58:41<22:48:10,  3.77s/it]
 53%|█████▎    | 24508/46302 [25:58:45<22:47:38,  3.77s/it]
 53%|█████▎    | 24509/46302 [25:58:48<22:47:39,  3.77s/it]
 53%|█████▎    | 24510/46302 [25:58:52<22:47:55,  3.77s/it]
 53%|█████▎    | 24511/46302 [25:58:56<22:48:13,  3.77s/it]
 53%|█████▎    | 24512/46302 [25:59:00<22:48:04,  3.77s/it]
 53%|█████▎    | 24513/46302 [25:59:03<22:47:59,  3.77s/it]
 53%|█████▎    | 24514/46302 [25:59:07<22:47:51,  3.77s/it]
 53%|█████▎    | 24515/46302 [25:59:11<22:47:54,  3.77s/it]
 53%|█████▎    | 24516/46302 [25:59:15<22:47:41,  3.77s/it]
 53%|█████▎    | 24517/46302 [25:59:18<22:47:49,  3.77s/it]
 53%|█████▎    | 24518/46302 [25:59:22<22:48:05,  3.77s/it]
 53%|█████▎    | 24519/46302 [25:59:26<22:47:50,  3.77s/it]
 53%|█████▎    | 24520/46302 [25:59:30<22:48:00,  3.77s/it]
 53%|█████▎    | 24521/46302 [25:59:34<22:48:06,  3.77s/it]
 53%|█████▎    | 24522/46302 [25:59:37<22:47:43,  3.77s/it]
 53%|█████▎    | 24523/46302 [25:59:41<22:47:34,  3.77s/it]
 53%|█████▎    | 24524/46302 [25:59:45<22:47:54,  3.77s/it]
 53%|█████▎    | 24525/46302 [25:59:49<22:47:32,  3.77s/it]
 53%|█████▎    | 24526/46302 [25:59:52<22:47:30,  3.77s/it]
 53%|█████▎    | 24527/46302 [25:59:56<22:47:57,  3.77s/it]
 53%|█████▎    | 24528/46302 [26:00:00<22:48:04,  3.77s/it]
 53%|█████▎    | 24529/46302 [26:00:04<22:47:49,  3.77s/it]
 53%|█████▎    | 24530/46302 [26:00:07<22:47:40,  3.77s/it]
 53%|█████▎    | 24531/46302 [26:00:11<22:47:48,  3.77s/it]
 53%|█████▎    | 24532/46302 [26:00:15<22:47:25,  3.77s/it]
 53%|█████▎    | 24533/46302 [26:00:19<22:47:22,  3.77s/it]
 53%|█████▎    | 24534/46302 [26:00:23<22:47:36,  3.77s/it]
 53%|█████▎    | 24535/46302 [26:00:26<22:47:48,  3.77s/it]
 53%|█████▎    | 24536/46302 [26:00:30<22:47:41,  3.77s/it]
 53%|█████▎    | 24537/46302 [26:00:34<22:47:37,  3.77s/it]
 53%|█████▎    | 24538/46302 [26:00:38<22:47:43,  3.77s/it]
 53%|█████▎    | 24539/46302 [26:00:41<22:47:37,  3.77s/it]
 53%|█████▎    | 24540/46302 [26:00:45<22:47:09,  3.77s/it]
 53%|█████▎    | 24541/46302 [26:00:49<22:47:08,  3.77s/it]
 53%|█████▎    | 24542/46302 [26:00:53<22:46:58,  3.77s/it]
 53%|█████▎    | 24543/46302 [26:00:56<22:47:11,  3.77s/it]
 53%|█████▎    | 24544/46302 [26:01:00<22:47:03,  3.77s/it]
 53%|█████▎    | 24545/46302 [26:01:04<22:46:49,  3.77s/it]
 53%|█████▎    | 24546/46302 [26:01:08<22:47:03,  3.77s/it]
 53%|█████▎    | 24547/46302 [26:01:12<22:47:18,  3.77s/it]
 53%|█████▎    | 24548/46302 [26:01:15<22:47:18,  3.77s/it]
 53%|█████▎    | 24549/46302 [26:01:19<22:47:19,  3.77s/it]
 53%|█████▎    | 24550/46302 [26:01:23<22:47:16,  3.77s/it]
 53%|█████▎    | 24551/46302 [26:01:27<22:47:17,  3.77s/it]
 53%|█████▎    | 24552/46302 [26:01:30<22:46:37,  3.77s/it]
 53%|█████▎    | 24553/46302 [26:01:34<22:46:28,  3.77s/it]
 53%|█████▎    | 24554/46302 [26:01:38<22:46:13,  3.77s/it]
 53%|█████▎    | 24555/46302 [26:01:42<22:45:55,  3.77s/it]
 53%|█████▎    | 24556/46302 [26:01:46<22:45:56,  3.77s/it]
 53%|█████▎    | 24557/46302 [26:01:49<22:45:32,  3.77s/it]
 53%|█████▎    | 24558/46302 [26:01:53<22:45:53,  3.77s/it]
 53%|█████▎    | 24559/46302 [26:01:57<22:46:01,  3.77s/it]
 53%|█████▎    | 24560/46302 [26:02:01<22:46:09,  3.77s/it]
 53%|█████▎    | 24561/46302 [26:02:04<22:45:58,  3.77s/it]
 53%|█████▎    | 24562/46302 [26:02:08<22:46:00,  3.77s/it]
 53%|█████▎    | 24563/46302 [26:02:12<22:46:10,  3.77s/it]
 53%|█████▎    | 24564/46302 [26:02:16<22:46:08,  3.77s/it]
 53%|█████▎    | 24565/46302 [26:02:19<22:46:03,  3.77s/it]
 53%|█████▎    | 24566/46302 [26:02:23<22:45:50,  3.77s/it]
 53%|█████▎    | 24567/46302 [26:02:27<22:45:44,  3.77s/it]
 53%|█████▎    | 24568/46302 [26:02:31<22:45:25,  3.77s/it]
 53%|█████▎    | 24569/46302 [26:02:35<22:45:05,  3.77s/it]
 53%|█████▎    | 24570/46302 [26:02:38<22:44:56,  3.77s/it]
 53%|█████▎    | 24571/46302 [26:02:42<22:44:50,  3.77s/it]
 53%|█████▎    | 24572/46302 [26:02:46<22:44:37,  3.77s/it]
 53%|█████▎    | 24573/46302 [26:02:50<22:44:05,  3.77s/it]
 53%|█████▎    | 24574/46302 [26:02:53<22:43:58,  3.77s/it]
 53%|█████▎    | 24575/46302 [26:02:57<22:44:14,  3.77s/it]
 53%|█████▎    | 24576/46302 [26:03:01<22:44:30,  3.77s/it]
 53%|█████▎    | 24577/46302 [26:03:05<22:44:36,  3.77s/it]
 53%|█████▎    | 24578/46302 [26:03:08<22:44:38,  3.77s/it]
 53%|█████▎    | 24579/46302 [26:03:12<22:44:27,  3.77s/it]
 53%|█████▎    | 24580/46302 [26:03:16<22:44:16,  3.77s/it]
 53%|█████▎    | 24581/46302 [26:03:20<22:44:17,  3.77s/it]
 53%|█████▎    | 24582/46302 [26:03:23<22:44:13,  3.77s/it]
 53%|█████▎    | 24583/46302 [26:03:27<22:44:01,  3.77s/it]
 53%|█████▎    | 24584/46302 [26:03:31<22:44:09,  3.77s/it]
 53%|█████▎    | 24585/46302 [26:03:35<22:44:06,  3.77s/it]
 53%|█████▎    | 24586/46302 [26:03:39<22:43:42,  3.77s/it]
 53%|█████▎    | 24587/46302 [26:03:42<22:43:42,  3.77s/it]
 53%|█████▎    | 24588/46302 [26:03:46<22:43:50,  3.77s/it]
 53%|█████▎    | 24589/46302 [26:03:50<22:43:49,  3.77s/it]
 53%|█████▎    | 24590/46302 [26:03:54<22:43:46,  3.77s/it]
 53%|█████▎    | 24591/46302 [26:03:57<22:43:39,  3.77s/it]
 53%|█████▎    | 24592/46302 [26:04:01<22:43:41,  3.77s/it]
 53%|█████▎    | 24593/46302 [26:04:05<22:43:26,  3.77s/it]
 53%|█████▎    | 24594/46302 [26:04:09<22:43:37,  3.77s/it]
 53%|█████▎    | 24595/46302 [26:04:12<22:43:35,  3.77s/it]
 53%|█████▎    | 24596/46302 [26:04:16<22:43:39,  3.77s/it]
 53%|█████▎    | 24597/46302 [26:04:20<22:43:18,  3.77s/it]
 53%|█████▎    | 24598/46302 [26:04:24<22:43:20,  3.77s/it]
 53%|█████▎    | 24599/46302 [26:04:28<22:43:08,  3.77s/it]
 53%|█████▎    | 24600/46302 [26:04:31<22:43:08,  3.77s/it]
 53%|█████▎    | 24601/46302 [26:04:35<22:43:08,  3.77s/it]
 53%|█████▎    | 24602/46302 [26:04:39<22:42:51,  3.77s/it]
 53%|█████▎    | 24603/46302 [26:04:43<22:42:40,  3.77s/it]
 53%|█████▎    | 24604/46302 [26:04:46<22:42:59,  3.77s/it]
 53%|█████▎    | 24605/46302 [26:04:50<22:42:52,  3.77s/it]
 53%|█████▎    | 24606/46302 [26:04:54<22:42:41,  3.77s/it]
 53%|█████▎    | 24607/46302 [26:04:58<22:42:42,  3.77s/it]
 53%|█████▎    | 24608/46302 [26:05:01<22:42:36,  3.77s/it]
 53%|█████▎    | 24609/46302 [26:05:05<22:42:50,  3.77s/it]
 53%|█████▎    | 24610/46302 [26:05:09<22:42:37,  3.77s/it]
 53%|█████▎    | 24611/46302 [26:05:13<22:42:26,  3.77s/it]
 53%|█████▎    | 24612/46302 [26:05:17<22:42:22,  3.77s/it]
 53%|█████▎    | 24613/46302 [26:05:20<22:42:20,  3.77s/it]
 53%|█████▎    | 24614/46302 [26:05:24<22:42:05,  3.77s/it]
 53%|█████▎    | 24615/46302 [26:05:28<22:42:03,  3.77s/it]
 53%|█████▎    | 24616/46302 [26:05:32<22:42:06,  3.77s/it]
 53%|█████▎    | 24617/46302 [26:05:35<22:41:49,  3.77s/it]
 53%|█████▎    | 24618/46302 [26:05:39<22:42:08,  3.77s/it]
 53%|█████▎    | 24619/46302 [26:05:43<22:42:10,  3.77s/it]
 53%|█████▎    | 24620/46302 [26:05:47<22:41:51,  3.77s/it]
 53%|█████▎    | 24621/46302 [26:05:50<22:42:05,  3.77s/it]
 53%|█████▎    | 24622/46302 [26:05:54<22:41:30,  3.77s/it]
 53%|█████▎    | 24623/46302 [26:05:58<22:41:27,  3.77s/it]
 53%|█████▎    | 24624/46302 [26:06:02<22:41:22,  3.77s/it]
 53%|█████▎    | 24625/46302 [26:06:06<22:41:55,  3.77s/it]
 53%|█████▎    | 24626/46302 [26:06:09<22:41:43,  3.77s/it]
 53%|█████▎    | 24627/46302 [26:06:13<22:41:44,  3.77s/it]
 53%|█████▎    | 24628/46302 [26:06:17<22:41:24,  3.77s/it]
 53%|█████▎    | 24629/46302 [26:06:21<22:41:29,  3.77s/it]
 53%|█████▎    | 24630/46302 [26:06:24<22:41:13,  3.77s/it]
 53%|█████▎    | 24631/46302 [26:06:28<22:41:13,  3.77s/it]
 53%|█████▎    | 24632/46302 [26:06:32<22:41:06,  3.77s/it]
 53%|█████▎    | 24633/46302 [26:06:36<22:41:05,  3.77s/it]
 53%|█████▎    | 24634/46302 [26:06:39<22:40:56,  3.77s/it]
 53%|█████▎    | 24635/46302 [26:06:43<22:40:49,  3.77s/it]
 53%|█████▎    | 24636/46302 [26:06:47<22:40:52,  3.77s/it]
 53%|█████▎    | 24637/46302 [26:06:51<22:40:49,  3.77s/it]
 53%|█████▎    | 24638/46302 [26:06:55<22:40:44,  3.77s/it]
 53%|█████▎    | 24639/46302 [26:06:58<22:40:47,  3.77s/it]
 53%|█████▎    | 24640/46302 [26:07:02<22:40:36,  3.77s/it]
 53%|█████▎    | 24641/46302 [26:07:06<22:40:37,  3.77s/it]
 53%|█████▎    | 24642/46302 [26:07:10<22:40:19,  3.77s/it]
 53%|█████▎    | 24643/46302 [26:07:13<22:40:27,  3.77s/it]
 53%|█████▎    | 24644/46302 [26:07:17<22:40:28,  3.77s/it]
 53%|█████▎    | 24645/46302 [26:07:21<22:40:24,  3.77s/it]
 53%|█████▎    | 24646/46302 [26:07:25<22:40:16,  3.77s/it]
 53%|█████▎    | 24647/46302 [26:07:28<22:40:18,  3.77s/it]
 53%|█████▎    | 24648/46302 [26:07:32<22:40:13,  3.77s/it]
 53%|█████▎    | 24649/46302 [26:07:36<22:40:29,  3.77s/it]
 53%|█████▎    | 24650/46302 [26:07:40<22:40:37,  3.77s/it]
 53%|█████▎    | 24651/46302 [26:07:44<22:40:16,  3.77s/it]
 53%|█████▎    | 24652/46302 [26:07:47<22:39:59,  3.77s/it]
 53%|█████▎    | 24653/46302 [26:07:51<22:39:48,  3.77s/it]
 53%|█████▎    | 24654/46302 [26:07:55<22:40:04,  3.77s/it]
 53%|█████▎    | 24655/46302 [26:07:59<22:39:44,  3.77s/it]
 53%|█████▎    | 24656/46302 [26:08:02<22:39:22,  3.77s/it]
 53%|█████▎    | 24657/46302 [26:08:06<22:39:08,  3.77s/it]
 53%|█████▎    | 24658/46302 [26:08:10<22:39:15,  3.77s/it]
 53%|█████▎    | 24659/46302 [26:08:14<22:39:14,  3.77s/it]
 53%|█████▎    | 24660/46302 [26:08:17<22:39:08,  3.77s/it]
 53%|█████▎    | 24661/46302 [26:08:21<22:39:01,  3.77s/it]
 53%|█████▎    | 24662/46302 [26:08:25<22:38:52,  3.77s/it]
 53%|█████▎    | 24663/46302 [26:08:29<22:38:51,  3.77s/it]
 53%|█████▎    | 24664/46302 [26:08:33<22:38:51,  3.77s/it]
 53%|█████▎    | 24665/46302 [26:08:36<22:39:06,  3.77s/it]
 53%|█████▎    | 24666/46302 [26:08:40<22:39:15,  3.77s/it]
 53%|█████▎    | 24667/46302 [26:08:44<22:39:26,  3.77s/it]
 53%|█████▎    | 24668/46302 [26:08:48<22:39:35,  3.77s/it]
 53%|█████▎    | 24669/46302 [26:08:51<22:39:49,  3.77s/it]
 53%|█████▎    | 24670/46302 [26:08:55<22:39:34,  3.77s/it]
 53%|█████▎    | 24671/46302 [26:08:59<22:39:14,  3.77s/it]
 53%|█████▎    | 24672/46302 [26:09:03<22:38:58,  3.77s/it]
 53%|█████▎    | 24673/46302 [26:09:06<22:38:50,  3.77s/it]
 53%|█████▎    | 24674/46302 [26:09:10<22:39:24,  3.77s/it]
 53%|█████▎    | 24675/46302 [26:09:14<22:39:39,  3.77s/it]
 53%|█████▎    | 24676/46302 [26:09:18<22:39:24,  3.77s/it]
 53%|█████▎    | 24677/46302 [26:09:22<22:39:29,  3.77s/it]
 53%|█████▎    | 24678/46302 [26:09:25<22:38:49,  3.77s/it]
 53%|█████▎    | 24679/46302 [26:09:29<22:39:10,  3.77s/it]
 53%|█████▎    | 24680/46302 [26:09:33<22:39:09,  3.77s/it]
 53%|█████▎    | 24681/46302 [26:09:37<22:39:12,  3.77s/it]
 53%|█████▎    | 24682/46302 [26:09:40<22:39:03,  3.77s/it]
 53%|█████▎    | 24683/46302 [26:09:44<22:38:29,  3.77s/it]
 53%|█████▎    | 24684/46302 [26:09:48<22:38:39,  3.77s/it]
 53%|█████▎    | 24685/46302 [26:09:52<22:38:48,  3.77s/it]
 53%|█████▎    | 24686/46302 [26:09:55<22:38:46,  3.77s/it]
 53%|█████▎    | 24687/46302 [26:09:59<22:38:24,  3.77s/it]
 53%|█████▎    | 24688/46302 [26:10:03<22:38:41,  3.77s/it]
 53%|█████▎    | 24689/46302 [26:10:07<22:38:31,  3.77s/it]
 53%|█████▎    | 24690/46302 [26:10:11<22:38:53,  3.77s/it]
 53%|█████▎    | 24691/46302 [26:10:14<22:38:47,  3.77s/it]
 53%|█████▎    | 24692/46302 [26:10:18<22:38:50,  3.77s/it]
 53%|█████▎    | 24693/46302 [26:10:22<22:38:28,  3.77s/it]
 53%|█████▎    | 24694/46302 [26:10:26<22:38:17,  3.77s/it]
 53%|█████▎    | 24695/46302 [26:10:29<22:38:18,  3.77s/it]
 53%|█████▎    | 24696/46302 [26:10:33<22:37:56,  3.77s/it]
 53%|█████▎    | 24697/46302 [26:10:37<22:38:01,  3.77s/it]
 53%|█████▎    | 24698/46302 [26:10:41<22:38:19,  3.77s/it]
 53%|█████▎    | 24699/46302 [26:10:45<22:37:36,  3.77s/it]
 53%|█████▎    | 24700/46302 [26:10:48<22:37:35,  3.77s/it]
 53%|█████▎    | 24701/46302 [26:10:52<22:37:11,  3.77s/it]
 53%|█████▎    | 24702/46302 [26:10:56<22:36:49,  3.77s/it]
 53%|█████▎    | 24703/46302 [26:11:00<22:36:46,  3.77s/it]
 53%|█████▎    | 24704/46302 [26:11:03<22:36:56,  3.77s/it]
 53%|█████▎    | 24705/46302 [26:11:07<22:37:08,  3.77s/it]
 53%|█████▎    | 24706/46302 [26:11:11<22:36:45,  3.77s/it]
 53%|█████▎    | 24707/46302 [26:11:15<22:36:49,  3.77s/it]
 53%|█████▎    | 24708/46302 [26:11:18<22:36:28,  3.77s/it]
 53%|█████▎    | 24709/46302 [26:11:22<22:36:40,  3.77s/it]
 53%|█████▎    | 24710/46302 [26:11:26<22:36:33,  3.77s/it]
 53%|█████▎    | 24711/46302 [26:11:30<22:36:41,  3.77s/it]
 53%|█████▎    | 24712/46302 [26:11:34<22:36:50,  3.77s/it]
 53%|█████▎    | 24713/46302 [26:11:37<22:36:55,  3.77s/it]
 53%|█████▎    | 24714/46302 [26:11:41<22:37:00,  3.77s/it]
 53%|█████▎    | 24715/46302 [26:11:45<22:36:58,  3.77s/it]
 53%|█████▎    | 24716/46302 [26:11:49<22:36:43,  3.77s/it]
 53%|█████▎    | 24717/46302 [26:11:52<22:36:51,  3.77s/it]
 53%|█████▎    | 24718/46302 [26:11:56<22:36:53,  3.77s/it]
 53%|█████▎    | 24719/46302 [26:12:00<22:36:59,  3.77s/it]
 53%|█████▎    | 24720/46302 [26:12:04<22:37:12,  3.77s/it]
 53%|█████▎    | 24721/46302 [26:12:07<22:36:59,  3.77s/it]
 53%|█████▎    | 24722/46302 [26:12:11<22:36:23,  3.77s/it]
 53%|█████▎    | 24723/46302 [26:12:15<22:36:18,  3.77s/it]
 53%|█████▎    | 24724/46302 [26:12:19<22:36:15,  3.77s/it]
 53%|█████▎    | 24725/46302 [26:12:23<22:36:07,  3.77s/it]
 53%|█████▎    | 24726/46302 [26:12:26<22:36:06,  3.77s/it]
 53%|█████▎    | 24727/46302 [26:12:30<22:36:28,  3.77s/it]
 53%|█████▎    | 24728/46302 [26:12:34<22:36:28,  3.77s/it]
 53%|█████▎    | 24729/46302 [26:12:38<22:36:25,  3.77s/it]
 53%|█████▎    | 24730/46302 [26:12:41<22:36:12,  3.77s/it]
 53%|█████▎    | 24731/46302 [26:12:45<22:35:48,  3.77s/it]
 53%|█████▎    | 24732/46302 [26:12:49<22:35:23,  3.77s/it]
 53%|█████▎    | 24733/46302 [26:12:53<22:35:30,  3.77s/it]
 53%|█████▎    | 24734/46302 [26:12:57<22:35:34,  3.77s/it]
 53%|█████▎    | 24735/46302 [26:13:00<22:35:41,  3.77s/it]
 53%|█████▎    | 24736/46302 [26:13:04<22:35:18,  3.77s/it]
 53%|█████▎    | 24737/46302 [26:13:08<22:35:11,  3.77s/it]
 53%|█████▎    | 24738/46302 [26:13:12<22:35:30,  3.77s/it]
 53%|█████▎    | 24739/46302 [26:13:15<22:35:35,  3.77s/it]
 53%|█████▎    | 24740/46302 [26:13:19<22:35:24,  3.77s/it]
 53%|█████▎    | 24741/46302 [26:13:23<22:35:24,  3.77s/it]
 53%|█████▎    | 24742/46302 [26:13:27<22:35:06,  3.77s/it]
 53%|█████▎    | 24743/46302 [26:13:30<22:35:09,  3.77s/it]
 53%|█████▎    | 24744/46302 [26:13:34<22:35:13,  3.77s/it]
 53%|█████▎    | 24745/46302 [26:13:38<22:35:00,  3.77s/it]
 53%|█████▎    | 24746/46302 [26:13:42<22:34:44,  3.77s/it]
 53%|█████▎    | 24747/46302 [26:13:46<22:34:27,  3.77s/it]
 53%|█████▎    | 24748/46302 [26:13:49<22:34:53,  3.77s/it]
 53%|█████▎    | 24749/46302 [26:13:53<22:34:55,  3.77s/it]
 53%|█████▎    | 24750/46302 [26:13:57<22:34:59,  3.77s/it]
 53%|█████▎    | 24751/46302 [26:14:01<22:34:58,  3.77s/it]
 53%|█████▎    | 24752/46302 [26:14:04<22:34:34,  3.77s/it]
 53%|█████▎    | 24753/46302 [26:14:08<22:34:39,  3.77s/it]
 53%|█████▎    | 24754/46302 [26:14:12<22:34:42,  3.77s/it]
 53%|█████▎    | 24755/46302 [26:14:16<22:34:49,  3.77s/it]
 53%|█████▎    | 24756/46302 [26:14:19<22:34:48,  3.77s/it]
 53%|█████▎    | 24757/46302 [26:14:23<22:34:18,  3.77s/it]
 53%|█████▎    | 24758/46302 [26:14:27<22:33:57,  3.77s/it]
 53%|█████▎    | 24759/46302 [26:14:31<22:33:57,  3.77s/it]
 53%|█████▎    | 24760/46302 [26:14:35<22:33:53,  3.77s/it]
 53%|█████▎    | 24761/46302 [26:14:38<22:33:54,  3.77s/it]
 53%|█████▎    | 24762/46302 [26:14:42<22:34:15,  3.77s/it]
 53%|█████▎    | 24763/46302 [26:14:46<22:34:13,  3.77s/it]
 53%|█████▎    | 24764/46302 [26:14:50<22:34:12,  3.77s/it]
 53%|█████▎    | 24765/46302 [26:14:53<22:34:07,  3.77s/it]
 53%|█████▎    | 24766/46302 [26:14:57<22:33:41,  3.77s/it]
 53%|█████▎    | 24767/46302 [26:15:01<22:33:55,  3.77s/it]
 53%|█████▎    | 24768/46302 [26:15:05<22:33:46,  3.77s/it]
 53%|█████▎    | 24769/46302 [26:15:09<22:33:42,  3.77s/it]
 53%|█████▎    | 24770/46302 [26:15:12<22:33:34,  3.77s/it]
 53%|█████▎    | 24771/46302 [26:15:16<22:33:30,  3.77s/it]
 54%|█████▎    | 24772/46302 [26:15:20<22:33:14,  3.77s/it]
 54%|█████▎    | 24773/46302 [26:15:24<22:33:12,  3.77s/it]
 54%|█████▎    | 24774/46302 [26:15:27<22:33:22,  3.77s/it]
 54%|█████▎    | 24775/46302 [26:15:31<22:33:20,  3.77s/it]
 54%|█████▎    | 24776/46302 [26:15:35<22:33:16,  3.77s/it]
 54%|█████▎    | 24777/46302 [26:15:39<22:32:38,  3.77s/it]
 54%|█████▎    | 24778/46302 [26:15:42<22:32:50,  3.77s/it]
 54%|█████▎    | 24779/46302 [26:15:46<22:32:53,  3.77s/it]
 54%|█████▎    | 24780/46302 [26:15:50<22:32:56,  3.77s/it]
 54%|█████▎    | 24781/46302 [26:15:54<22:32:47,  3.77s/it]
 54%|█████▎    | 24782/46302 [26:15:58<22:32:41,  3.77s/it]
 54%|█████▎    | 24783/46302 [26:16:01<22:32:36,  3.77s/it]
 54%|█████▎    | 24784/46302 [26:16:05<22:32:41,  3.77s/it]
 54%|█████▎    | 24785/46302 [26:16:09<22:32:36,  3.77s/it]
 54%|█████▎    | 24786/46302 [26:16:13<22:32:28,  3.77s/it]
 54%|█████▎    | 24787/46302 [26:16:16<22:32:48,  3.77s/it]
 54%|█████▎    | 24788/46302 [26:16:20<22:32:39,  3.77s/it]
 54%|█████▎    | 24789/46302 [26:16:24<22:32:33,  3.77s/it]
 54%|█████▎    | 24790/46302 [26:16:28<22:32:25,  3.77s/it]
 54%|█████▎    | 24791/46302 [26:16:32<22:32:14,  3.77s/it]
 54%|█████▎    | 24792/46302 [26:16:35<22:32:19,  3.77s/it]
 54%|█████▎    | 24793/46302 [26:16:39<22:32:36,  3.77s/it]
 54%|█████▎    | 24794/46302 [26:16:43<22:32:29,  3.77s/it]
 54%|█████▎    | 24795/46302 [26:16:47<22:32:29,  3.77s/it]
 54%|█████▎    | 24796/46302 [26:16:50<22:32:16,  3.77s/it]
 54%|█████▎    | 24797/46302 [26:16:54<22:32:00,  3.77s/it]
 54%|█████▎    | 24798/46302 [26:16:58<22:31:51,  3.77s/it]
 54%|█████▎    | 24799/46302 [26:17:02<22:31:49,  3.77s/it]
 54%|█████▎    | 24800/46302 [26:17:05<22:31:21,  3.77s/it]
 54%|█████▎    | 24801/46302 [26:17:09<22:31:19,  3.77s/it]
 54%|█████▎    | 24802/46302 [26:17:13<22:31:22,  3.77s/it]
 54%|█████▎    | 24803/46302 [26:17:17<22:31:19,  3.77s/it]
 54%|█████▎    | 24804/46302 [26:17:21<22:31:09,  3.77s/it]
 54%|█████▎    | 24805/46302 [26:17:24<22:31:21,  3.77s/it]
 54%|█████▎    | 24806/46302 [26:17:28<22:31:33,  3.77s/it]
 54%|█████▎    | 24807/46302 [26:17:32<22:31:33,  3.77s/it]
 54%|█████▎    | 24808/46302 [26:17:36<22:31:22,  3.77s/it]
 54%|█████▎    | 24809/46302 [26:17:39<22:31:33,  3.77s/it]
 54%|█████▎    | 24810/46302 [26:17:43<22:31:07,  3.77s/it]
 54%|█████▎    | 24811/46302 [26:17:47<22:31:01,  3.77s/it]
 54%|█████▎    | 24812/46302 [26:17:51<22:30:48,  3.77s/it]
 54%|█████▎    | 24813/46302 [26:17:54<22:30:50,  3.77s/it]
 54%|█████▎    | 24814/46302 [26:17:58<22:30:34,  3.77s/it]
 54%|█████▎    | 24815/46302 [26:18:02<22:30:25,  3.77s/it]
 54%|█████▎    | 24816/46302 [26:18:06<22:30:07,  3.77s/it]
 54%|█████▎    | 24817/46302 [26:18:10<22:30:04,  3.77s/it]
 54%|█████▎    | 24818/46302 [26:18:13<22:30:08,  3.77s/it]
 54%|█████▎    | 24819/46302 [26:18:17<22:29:58,  3.77s/it]
 54%|█████▎    | 24820/46302 [26:18:21<22:30:04,  3.77s/it]
 54%|█████▎    | 24821/46302 [26:18:25<22:30:19,  3.77s/it]
 54%|█████▎    | 24822/46302 [26:18:28<22:30:13,  3.77s/it]
 54%|█████▎    | 24823/46302 [26:18:32<22:29:45,  3.77s/it]
 54%|█████▎    | 24824/46302 [26:18:36<22:29:59,  3.77s/it]
 54%|█████▎    | 24825/46302 [26:18:40<22:29:50,  3.77s/it]
 54%|█████▎    | 24826/46302 [26:18:44<22:29:50,  3.77s/it]
 54%|█████▎    | 24827/46302 [26:18:47<22:29:29,  3.77s/it]
 54%|█████▎    | 24828/46302 [26:18:51<22:29:40,  3.77s/it]
 54%|█████▎    | 24829/46302 [26:18:55<22:29:42,  3.77s/it]
 54%|█████▎    | 24830/46302 [26:18:59<22:29:28,  3.77s/it]
 54%|█████▎    | 24831/46302 [26:19:02<22:29:36,  3.77s/it]
 54%|█████▎    | 24832/46302 [26:19:06<22:29:43,  3.77s/it]
 54%|█████▎    | 24833/46302 [26:19:10<22:29:28,  3.77s/it]
 54%|█████▎    | 24834/46302 [26:19:14<22:29:11,  3.77s/it]
 54%|█████▎    | 24835/46302 [26:19:17<22:29:13,  3.77s/it]
 54%|█████▎    | 24836/46302 [26:19:21<22:29:11,  3.77s/it]
 54%|█████▎    | 24837/46302 [26:19:25<22:29:05,  3.77s/it]
 54%|█████▎    | 24838/46302 [26:19:29<22:28:46,  3.77s/it]
 54%|█████▎    | 24839/46302 [26:19:33<22:28:52,  3.77s/it]
 54%|█████▎    | 24840/46302 [26:19:36<22:28:33,  3.77s/it]
 54%|█████▎    | 24841/46302 [26:19:40<22:28:35,  3.77s/it]
 54%|█████▎    | 24842/46302 [26:19:44<22:28:18,  3.77s/it]
 54%|█████▎    | 24843/46302 [26:19:48<22:28:28,  3.77s/it]
 54%|█████▎    | 24844/46302 [26:19:51<22:28:28,  3.77s/it]
 54%|█████▎    | 24845/46302 [26:19:55<22:28:27,  3.77s/it]
 54%|█████▎    | 24846/46302 [26:19:59<22:28:16,  3.77s/it]
 54%|█████▎    | 24847/46302 [26:20:03<22:28:26,  3.77s/it]
 54%|█████▎    | 24848/46302 [26:20:06<22:28:19,  3.77s/it]
 54%|█████▎    | 24849/46302 [26:20:10<22:28:27,  3.77s/it]
 54%|█████▎    | 24850/46302 [26:20:14<22:28:28,  3.77s/it]
 54%|█████▎    | 24851/46302 [26:20:18<22:28:37,  3.77s/it]
 54%|█████▎    | 24852/46302 [26:20:22<22:28:44,  3.77s/it]
 54%|█████▎    | 24853/46302 [26:20:25<22:28:36,  3.77s/it]
 54%|█████▎    | 24854/46302 [26:20:29<22:28:06,  3.77s/it]
 54%|█████▎    | 24855/46302 [26:20:33<22:27:41,  3.77s/it]
 54%|█████▎    | 24856/46302 [26:20:37<22:27:44,  3.77s/it]
 54%|█████▎    | 24857/46302 [26:20:40<22:28:00,  3.77s/it]
 54%|█████▎    | 24858/46302 [26:20:44<22:27:53,  3.77s/it]
 54%|█████▎    | 24859/46302 [26:20:48<22:28:04,  3.77s/it]
 54%|█████▎    | 24860/46302 [26:20:52<22:28:09,  3.77s/it]
 54%|█████▎    | 24861/46302 [26:20:55<22:28:05,  3.77s/it]
 54%|█████▎    | 24862/46302 [26:20:59<22:27:55,  3.77s/it]
 54%|█████▎    | 24863/46302 [26:21:03<22:27:57,  3.77s/it]
 54%|█████▎    | 24864/46302 [26:21:07<22:27:06,  3.77s/it]
 54%|█████▎    | 24865/46302 [26:21:11<22:26:59,  3.77s/it]
 54%|█████▎    | 24866/46302 [26:21:14<22:26:50,  3.77s/it]
 54%|█████▎    | 24867/46302 [26:21:18<22:26:37,  3.77s/it]
 54%|█████▎    | 24868/46302 [26:21:22<22:26:14,  3.77s/it]
 54%|█████▎    | 24869/46302 [26:21:26<22:26:24,  3.77s/it]
 54%|█████▎    | 24870/46302 [26:21:29<22:26:31,  3.77s/it]
 54%|█████▎    | 24871/46302 [26:21:33<22:26:36,  3.77s/it]
 54%|█████▎    | 24872/46302 [26:21:37<22:26:49,  3.77s/it]
 54%|█████▎    | 24873/46302 [26:21:41<22:26:39,  3.77s/it]
 54%|█████▎    | 24874/46302 [26:21:45<22:26:32,  3.77s/it]
 54%|█████▎    | 24875/46302 [26:21:48<22:26:36,  3.77s/it]
 54%|█████▎    | 24876/46302 [26:21:52<22:26:46,  3.77s/it]
 54%|█████▎    | 24877/46302 [26:21:56<22:26:55,  3.77s/it]
 54%|█████▎    | 24878/46302 [26:22:00<22:26:18,  3.77s/it]
 54%|█████▎    | 24879/46302 [26:22:03<22:26:06,  3.77s/it]
 54%|█████▎    | 24880/46302 [26:22:07<22:26:13,  3.77s/it]
 54%|█████▎    | 24881/46302 [26:22:11<22:25:54,  3.77s/it]
 54%|█████▎    | 24882/46302 [26:22:15<22:25:48,  3.77s/it]
 54%|█████▎    | 24883/46302 [26:22:18<22:25:46,  3.77s/it]
 54%|█████▎    | 24884/46302 [26:22:22<22:26:02,  3.77s/it]
 54%|█████▎    | 24885/46302 [26:22:26<22:25:56,  3.77s/it]
 54%|█████▎    | 24886/46302 [26:22:30<22:25:22,  3.77s/it]
 54%|█████▎    | 24887/46302 [26:22:34<22:24:58,  3.77s/it]
 54%|█████▍    | 24888/46302 [26:22:37<22:24:51,  3.77s/it]
 54%|█████▍    | 24889/46302 [26:22:41<22:24:50,  3.77s/it]
 54%|█████▍    | 24890/46302 [26:22:45<22:24:34,  3.77s/it]
 54%|█████▍    | 24891/46302 [26:22:49<22:24:14,  3.77s/it]
 54%|█████▍    | 24892/46302 [26:22:52<22:24:23,  3.77s/it]
 54%|█████▍    | 24893/46302 [26:22:56<22:24:12,  3.77s/it]
 54%|█████▍    | 24894/46302 [26:23:00<22:24:13,  3.77s/it]
 54%|█████▍    | 24895/46302 [26:23:04<22:24:06,  3.77s/it]
 54%|█████▍    | 24896/46302 [26:23:07<22:24:09,  3.77s/it]
 54%|█████▍    | 24897/46302 [26:23:11<22:24:04,  3.77s/it]
 54%|█████▍    | 24898/46302 [26:23:15<22:23:59,  3.77s/it]
 54%|█████▍    | 24899/46302 [26:23:19<22:24:13,  3.77s/it]
 54%|█████▍    | 24900/46302 [26:23:22<22:24:20,  3.77s/it]
 54%|█████▍    | 24901/46302 [26:23:26<22:24:11,  3.77s/it]
 54%|█████▍    | 24902/46302 [26:23:30<22:24:03,  3.77s/it]
 54%|█████▍    | 24903/46302 [26:23:34<22:23:46,  3.77s/it]
 54%|█████▍    | 24904/46302 [26:23:38<22:23:54,  3.77s/it]
 54%|█████▍    | 24905/46302 [26:23:41<22:23:46,  3.77s/it]
 54%|█████▍    | 24906/46302 [26:23:45<22:23:59,  3.77s/it]
 54%|█████▍    | 24907/46302 [26:23:49<22:23:21,  3.77s/it]
 54%|█████▍    | 24908/46302 [26:23:53<22:23:25,  3.77s/it]
 54%|█████▍    | 24909/46302 [26:23:56<22:23:31,  3.77s/it]
 54%|█████▍    | 24910/46302 [26:24:00<22:23:37,  3.77s/it]
 54%|█████▍    | 24911/46302 [26:24:04<22:23:28,  3.77s/it]
 54%|█████▍    | 24912/46302 [26:24:08<22:23:12,  3.77s/it]
 54%|█████▍    | 24913/46302 [26:24:11<22:23:17,  3.77s/it]
 54%|█████▍    | 24914/46302 [26:24:15<22:23:20,  3.77s/it]
 54%|█████▍    | 24915/46302 [26:24:19<22:23:32,  3.77s/it]
 54%|█████▍    | 24916/46302 [26:24:23<22:23:26,  3.77s/it]
 54%|█████▍    | 24917/46302 [26:24:27<22:23:00,  3.77s/it]
 54%|█████▍    | 24918/46302 [26:24:30<22:23:04,  3.77s/it]
 54%|█████▍    | 24919/46302 [26:24:34<22:22:59,  3.77s/it]
 54%|█████▍    | 24920/46302 [26:24:38<22:23:04,  3.77s/it]
 54%|█████▍    | 24921/46302 [26:24:42<22:22:49,  3.77s/it]
 54%|█████▍    | 24922/46302 [26:24:45<22:22:30,  3.77s/it]
 54%|█████▍    | 24923/46302 [26:24:49<22:22:35,  3.77s/it]
 54%|█████▍    | 24924/46302 [26:24:53<22:22:19,  3.77s/it]
 54%|█████▍    | 24925/46302 [26:24:57<22:22:16,  3.77s/it]
 54%|█████▍    | 24926/46302 [26:25:00<22:22:01,  3.77s/it]
 54%|█████▍    | 24927/46302 [26:25:04<22:22:02,  3.77s/it]
 54%|█████▍    | 24928/46302 [26:25:08<22:21:40,  3.77s/it]
 54%|█████▍    | 24929/46302 [26:25:12<22:21:43,  3.77s/it]
 54%|█████▍    | 24930/46302 [26:25:16<22:21:52,  3.77s/it]
 54%|█████▍    | 24931/46302 [26:25:19<22:22:10,  3.77s/it]
 54%|█████▍    | 24932/46302 [26:25:23<22:22:04,  3.77s/it]
 54%|█████▍    | 24933/46302 [26:25:27<22:22:00,  3.77s/it]
 54%|█████▍    | 24934/46302 [26:25:31<22:21:56,  3.77s/it]
 54%|█████▍    | 24935/46302 [26:25:34<22:21:35,  3.77s/it]
 54%|█████▍    | 24936/46302 [26:25:38<22:21:30,  3.77s/it]
 54%|█████▍    | 24937/46302 [26:25:42<22:21:08,  3.77s/it]
 54%|█████▍    | 24938/46302 [26:25:46<22:21:49,  3.77s/it]
 54%|█████▍    | 24939/46302 [26:25:49<22:21:59,  3.77s/it]
 54%|█████▍    | 24940/46302 [26:25:53<22:22:06,  3.77s/it]
 54%|█████▍    | 24941/46302 [26:25:57<22:22:11,  3.77s/it]
 54%|█████▍    | 24942/46302 [26:26:01<22:22:17,  3.77s/it]
 54%|█████▍    | 24943/46302 [26:26:05<22:22:13,  3.77s/it]
 54%|█████▍    | 24944/46302 [26:26:08<22:21:55,  3.77s/it]
 54%|█████▍    | 24945/46302 [26:26:12<22:21:38,  3.77s/it]
 54%|█████▍    | 24946/46302 [26:26:16<22:21:25,  3.77s/it]
 54%|█████▍    | 24947/46302 [26:26:20<22:21:34,  3.77s/it]
 54%|█████▍    | 24948/46302 [26:26:23<22:21:49,  3.77s/it]
 54%|█████▍    | 24949/46302 [26:26:27<22:22:03,  3.77s/it]
 54%|█████▍    | 24950/46302 [26:26:31<22:21:51,  3.77s/it]
 54%|█████▍    | 24951/46302 [26:26:35<22:21:47,  3.77s/it]
 54%|█████▍    | 24952/46302 [26:26:38<22:21:57,  3.77s/it]
 54%|█████▍    | 24953/46302 [26:26:42<22:21:49,  3.77s/it]
 54%|█████▍    | 24954/46302 [26:26:46<22:21:51,  3.77s/it]
 54%|█████▍    | 24955/46302 [26:26:50<22:21:26,  3.77s/it]
 54%|█████▍    | 24956/46302 [26:26:54<22:21:41,  3.77s/it]
 54%|█████▍    | 24957/46302 [26:26:57<22:21:29,  3.77s/it]
 54%|█████▍    | 24958/46302 [26:27:01<22:21:40,  3.77s/it]
 54%|█████▍    | 24959/46302 [26:27:05<22:21:54,  3.77s/it]
 54%|█████▍    | 24960/46302 [26:27:09<22:22:03,  3.77s/it]
 54%|█████▍    | 24961/46302 [26:27:12<22:21:56,  3.77s/it]
 54%|█████▍    | 24962/46302 [26:27:16<22:21:37,  3.77s/it]
 54%|█████▍    | 24963/46302 [26:27:20<22:21:17,  3.77s/it]
 54%|█████▍    | 24964/46302 [26:27:24<22:21:10,  3.77s/it]
 54%|█████▍    | 24965/46302 [26:27:27<22:20:55,  3.77s/it]
 54%|█████▍    | 24966/46302 [26:27:31<22:21:05,  3.77s/it]
 54%|█████▍    | 24967/46302 [26:27:35<22:20:59,  3.77s/it]
 54%|█████▍    | 24968/46302 [26:27:39<22:20:59,  3.77s/it]
 54%|█████▍    | 24969/46302 [26:27:43<22:20:47,  3.77s/it]
 54%|█████▍    | 24970/46302 [26:27:46<22:20:28,  3.77s/it]
 54%|█████▍    | 24971/46302 [26:27:50<22:20:06,  3.77s/it]
 54%|█████▍    | 24972/46302 [26:27:54<22:20:31,  3.77s/it]
 54%|█████▍    | 24973/46302 [26:27:58<22:20:20,  3.77s/it]
 54%|█████▍    | 24974/46302 [26:28:01<22:19:57,  3.77s/it]
 54%|█████▍    | 24975/46302 [26:28:05<22:20:05,  3.77s/it]
 54%|█████▍    | 24976/46302 [26:28:09<22:20:22,  3.77s/it]
 54%|█████▍    | 24977/46302 [26:28:13<22:20:26,  3.77s/it]
 54%|█████▍    | 24978/46302 [26:28:17<22:20:10,  3.77s/it]
 54%|█████▍    | 24979/46302 [26:28:20<22:20:25,  3.77s/it]
 54%|█████▍    | 24980/46302 [26:28:24<22:20:26,  3.77s/it]
 54%|█████▍    | 24981/46302 [26:28:28<22:20:12,  3.77s/it]
 54%|█████▍    | 24982/46302 [26:28:32<22:20:29,  3.77s/it]
 54%|█████▍    | 24983/46302 [26:28:35<22:20:15,  3.77s/it]
 54%|█████▍    | 24984/46302 [26:28:39<22:19:48,  3.77s/it]
 54%|█████▍    | 24985/46302 [26:28:43<22:19:32,  3.77s/it]
 54%|█████▍    | 24986/46302 [26:28:47<22:19:35,  3.77s/it]
 54%|█████▍    | 24987/46302 [26:28:50<22:19:31,  3.77s/it]
 54%|█████▍    | 24988/46302 [26:28:54<22:19:15,  3.77s/it]
 54%|█████▍    | 24989/46302 [26:28:58<22:19:14,  3.77s/it]
 54%|█████▍    | 24990/46302 [26:29:02<22:19:31,  3.77s/it]
 54%|█████▍    | 24991/46302 [26:29:06<22:19:09,  3.77s/it]
 54%|█████▍    | 24992/46302 [26:29:09<22:19:06,  3.77s/it]
 54%|█████▍    | 24993/46302 [26:29:13<22:19:07,  3.77s/it]
 54%|█████▍    | 24994/46302 [26:29:17<22:18:56,  3.77s/it]
 54%|█████▍    | 24995/46302 [26:29:21<22:19:01,  3.77s/it]
 54%|█████▍    | 24996/46302 [26:29:24<22:18:21,  3.77s/it]
 54%|█████▍    | 24997/46302 [26:29:28<22:18:22,  3.77s/it]
 54%|█████▍    | 24998/46302 [26:29:32<22:18:41,  3.77s/it]
 54%|█████▍    | 24999/46302 [26:29:36<22:19:00,  3.77s/it]
 54%|█████▍    | 25000/46302 [26:29:39<22:18:26,  3.77s/it]
                                                           
{'loss': 3.2263, 'learning_rate': 0.0023511103262549115, 'epoch': 0.54}

 54%|█████▍    | 25000/46302 [26:29:39<22:18:26,  3.77s/it][INFO|trainer.py:2895] 2024-01-12 23:05:03,714 >> Saving model checkpoint to ./training_bilingual/tmp-checkpoint-25000
[INFO|configuration_utils.py:483] 2024-01-12 23:05:03,715 >> Configuration saved in ./training_bilingual/tmp-checkpoint-25000/config.json
[INFO|configuration_utils.py:594] 2024-01-12 23:05:03,715 >> Configuration saved in ./training_bilingual/tmp-checkpoint-25000/generation_config.json
[INFO|modeling_utils.py:2413] 2024-01-12 23:05:04,434 >> Model weights saved in ./training_bilingual/tmp-checkpoint-25000/model.safetensors
[INFO|tokenization_utils_base.py:2432] 2024-01-12 23:05:04,434 >> tokenizer config file saved in ./training_bilingual/tmp-checkpoint-25000/tokenizer_config.json
[INFO|tokenization_utils_base.py:2441] 2024-01-12 23:05:04,434 >> Special tokens file saved in ./training_bilingual/tmp-checkpoint-25000/special_tokens_map.json

 54%|█████▍    | 25001/46302 [26:29:45<25:22:34,  4.29s/it]
 54%|█████▍    | 25002/46302 [26:29:49<24:27:15,  4.13s/it]
 54%|█████▍    | 25003/46302 [26:29:53<23:48:12,  4.02s/it]
 54%|█████▍    | 25004/46302 [26:29:56<23:20:48,  3.95s/it]
 54%|█████▍    | 25005/46302 [26:30:00<23:01:31,  3.89s/it]
 54%|█████▍    | 25006/46302 [26:30:04<22:48:02,  3.85s/it]
 54%|█████▍    | 25007/46302 [26:30:08<22:38:35,  3.83s/it]
 54%|█████▍    | 25008/46302 [26:30:11<22:32:20,  3.81s/it]
 54%|█████▍    | 25009/46302 [26:30:15<22:27:53,  3.80s/it]
 54%|█████▍    | 25010/46302 [26:30:19<22:24:58,  3.79s/it]
 54%|█████▍    | 25011/46302 [26:30:23<22:22:40,  3.78s/it]
 54%|█████▍    | 25012/46302 [26:30:26<22:21:13,  3.78s/it]
 54%|█████▍    | 25013/46302 [26:30:30<22:20:09,  3.78s/it]
 54%|█████▍    | 25014/46302 [26:30:34<22:19:00,  3.77s/it]
 54%|█████▍    | 25015/46302 [26:30:38<22:18:36,  3.77s/it]
 54%|█████▍    | 25016/46302 [26:30:41<22:18:17,  3.77s/it]
 54%|█████▍    | 25017/46302 [26:30:45<22:18:23,  3.77s/it]
 54%|█████▍    | 25018/46302 [26:30:49<22:18:23,  3.77s/it]
 54%|█████▍    | 25019/46302 [26:30:53<22:18:11,  3.77s/it]
 54%|█████▍    | 25020/46302 [26:30:57<22:17:51,  3.77s/it]
 54%|█████▍    | 25021/46302 [26:31:00<22:17:52,  3.77s/it]
 54%|█████▍    | 25022/46302 [26:31:04<22:17:59,  3.77s/it]
 54%|█████▍    | 25023/46302 [26:31:08<22:17:45,  3.77s/it]
 54%|█████▍    | 25024/46302 [26:31:12<22:17:16,  3.77s/it]
 54%|█████▍    | 25025/46302 [26:31:15<22:17:25,  3.77s/it]
 54%|█████▍    | 25026/46302 [26:31:19<22:17:15,  3.77s/it]
 54%|█████▍    | 25027/46302 [26:31:23<22:17:06,  3.77s/it]
 54%|█████▍    | 25028/46302 [26:31:27<22:17:21,  3.77s/it]
 54%|█████▍    | 25029/46302 [26:31:31<22:17:21,  3.77s/it]
 54%|█████▍    | 25030/46302 [26:31:34<22:17:40,  3.77s/it]
 54%|█████▍    | 25031/46302 [26:31:38<22:17:43,  3.77s/it]
 54%|█████▍    | 25032/46302 [26:31:42<22:17:48,  3.77s/it]
 54%|█████▍    | 25033/46302 [26:31:46<22:17:42,  3.77s/it]
 54%|█████▍    | 25034/46302 [26:31:49<22:17:35,  3.77s/it]
 54%|█████▍    | 25035/46302 [26:31:53<22:17:39,  3.77s/it]
 54%|█████▍    | 25036/46302 [26:31:57<22:17:28,  3.77s/it]
 54%|█████▍    | 25037/46302 [26:32:01<22:17:26,  3.77s/it]
 54%|█████▍    | 25038/46302 [26:32:04<22:16:35,  3.77s/it]
 54%|█████▍    | 25039/46302 [26:32:08<22:16:21,  3.77s/it]
 54%|█████▍    | 25040/46302 [26:32:12<22:16:18,  3.77s/it]
 54%|█████▍    | 25041/46302 [26:32:16<22:16:19,  3.77s/it]
 54%|█████▍    | 25042/46302 [26:32:20<22:16:23,  3.77s/it]
 54%|█████▍    | 25043/46302 [26:32:23<22:15:56,  3.77s/it]
 54%|█████▍    | 25044/46302 [26:32:27<22:15:37,  3.77s/it]
 54%|█████▍    | 25045/46302 [26:32:31<22:15:18,  3.77s/it]
 54%|█████▍    | 25046/46302 [26:32:35<22:14:58,  3.77s/it]
 54%|█████▍    | 25047/46302 [26:32:38<22:14:56,  3.77s/it]
 54%|█████▍    | 25048/46302 [26:32:42<22:15:21,  3.77s/it]
 54%|█████▍    | 25049/46302 [26:32:46<22:15:00,  3.77s/it]
 54%|█████▍    | 25050/46302 [26:32:50<22:15:19,  3.77s/it]
 54%|█████▍    | 25051/46302 [26:32:53<22:14:58,  3.77s/it]
 54%|█████▍    | 25052/46302 [26:32:57<22:15:21,  3.77s/it]
 54%|█████▍    | 25053/46302 [26:33:01<22:14:56,  3.77s/it]
 54%|█████▍    | 25054/46302 [26:33:05<22:14:47,  3.77s/it]
 54%|█████▍    | 25055/46302 [26:33:09<22:14:59,  3.77s/it]
 54%|█████▍    | 25056/46302 [26:33:12<22:15:16,  3.77s/it]
 54%|█████▍    | 25057/46302 [26:33:16<22:14:58,  3.77s/it]
 54%|█████▍    | 25058/46302 [26:33:20<22:14:36,  3.77s/it]
 54%|█████▍    | 25059/46302 [26:33:24<22:14:53,  3.77s/it]
 54%|█████▍    | 25060/46302 [26:33:27<22:15:06,  3.77s/it]
 54%|█████▍    | 25061/46302 [26:33:31<22:15:12,  3.77s/it]
 54%|█████▍    | 25062/46302 [26:33:35<22:14:37,  3.77s/it]
 54%|█████▍    | 25063/46302 [26:33:39<22:14:31,  3.77s/it]
 54%|█████▍    | 25064/46302 [26:33:43<22:14:28,  3.77s/it]
 54%|█████▍    | 25065/46302 [26:33:46<22:14:40,  3.77s/it]
 54%|█████▍    | 25066/46302 [26:33:50<22:14:36,  3.77s/it]
 54%|█████▍    | 25067/46302 [26:33:54<22:14:42,  3.77s/it]
 54%|█████▍    | 25068/46302 [26:33:58<22:14:12,  3.77s/it]
 54%|█████▍    | 25069/46302 [26:34:01<22:14:24,  3.77s/it]
 54%|█████▍    | 25070/46302 [26:34:05<22:14:26,  3.77s/it]
 54%|█████▍    | 25071/46302 [26:34:09<22:14:26,  3.77s/it]
 54%|█████▍    | 25072/46302 [26:34:13<22:14:31,  3.77s/it]
 54%|█████▍    | 25073/46302 [26:34:16<22:14:02,  3.77s/it]
 54%|█████▍    | 25074/46302 [26:34:20<22:13:48,  3.77s/it]
 54%|█████▍    | 25075/46302 [26:34:24<22:14:04,  3.77s/it]
 54%|█████▍    | 25076/46302 [26:34:28<22:14:11,  3.77s/it]
 54%|█████▍    | 25077/46302 [26:34:32<22:14:17,  3.77s/it]
 54%|█████▍    | 25078/46302 [26:34:35<22:14:36,  3.77s/it]
 54%|█████▍    | 25079/46302 [26:34:39<22:13:59,  3.77s/it]
 54%|█████▍    | 25080/46302 [26:34:43<22:14:02,  3.77s/it]
 54%|█████▍    | 25081/46302 [26:34:47<22:13:58,  3.77s/it]
 54%|█████▍    | 25082/46302 [26:34:50<22:13:52,  3.77s/it]
 54%|█████▍    | 25083/46302 [26:34:54<22:13:58,  3.77s/it]
 54%|█████▍    | 25084/46302 [26:34:58<22:13:23,  3.77s/it]
 54%|█████▍    | 25085/46302 [26:35:02<22:13:30,  3.77s/it]
 54%|█████▍    | 25086/46302 [26:35:05<22:13:33,  3.77s/it]
 54%|█████▍    | 25087/46302 [26:35:09<22:13:54,  3.77s/it]
 54%|█████▍    | 25088/46302 [26:35:13<22:13:29,  3.77s/it]
 54%|█████▍    | 25089/46302 [26:35:17<22:13:30,  3.77s/it]
 54%|█████▍    | 25090/46302 [26:35:21<22:13:35,  3.77s/it]
 54%|█████▍    | 25091/46302 [26:35:24<22:13:34,  3.77s/it]
 54%|█████▍    | 25092/46302 [26:35:28<22:12:59,  3.77s/it]
 54%|█████▍    | 25093/46302 [26:35:32<22:13:13,  3.77s/it]
 54%|█████▍    | 25094/46302 [26:35:36<22:12:47,  3.77s/it]
 54%|█████▍    | 25095/46302 [26:35:39<22:12:40,  3.77s/it]
 54%|█████▍    | 25096/46302 [26:35:43<22:12:19,  3.77s/it]
 54%|█████▍    | 25097/46302 [26:35:47<22:12:20,  3.77s/it]
 54%|█████▍    | 25098/46302 [26:35:51<22:12:01,  3.77s/it]
 54%|█████▍    | 25099/46302 [26:35:55<22:12:27,  3.77s/it]
 54%|█████▍    | 25100/46302 [26:35:58<22:12:04,  3.77s/it]
 54%|█████▍    | 25101/46302 [26:36:02<22:12:20,  3.77s/it]
 54%|█████▍    | 25102/46302 [26:36:06<22:12:22,  3.77s/it]
 54%|█████▍    | 25103/46302 [26:36:10<22:12:14,  3.77s/it]
 54%|█████▍    | 25104/46302 [26:36:13<22:11:45,  3.77s/it]
 54%|█████▍    | 25105/46302 [26:36:17<22:11:13,  3.77s/it]
 54%|█████▍    | 25106/46302 [26:36:21<22:10:57,  3.77s/it]
 54%|█████▍    | 25107/46302 [26:36:25<22:10:48,  3.77s/it]
 54%|█████▍    | 25108/46302 [26:36:28<22:10:35,  3.77s/it]
 54%|█████▍    | 25109/46302 [26:36:32<22:10:44,  3.77s/it]
 54%|█████▍    | 25110/46302 [26:36:36<22:11:01,  3.77s/it]
 54%|█████▍    | 25111/46302 [26:36:40<22:10:36,  3.77s/it]
 54%|█████▍    | 25112/46302 [26:36:43<22:10:28,  3.77s/it]
 54%|█████▍    | 25113/46302 [26:36:47<22:10:28,  3.77s/it]
 54%|█████▍    | 25114/46302 [26:36:51<22:10:03,  3.77s/it]
 54%|█████▍    | 25115/46302 [26:36:55<22:09:59,  3.77s/it]
 54%|█████▍    | 25116/46302 [26:36:59<22:09:57,  3.77s/it]
 54%|█████▍    | 25117/46302 [26:37:02<22:09:48,  3.77s/it]
 54%|█████▍    | 25118/46302 [26:37:06<22:09:55,  3.77s/it]
 54%|█████▍    | 25119/46302 [26:37:10<22:10:05,  3.77s/it]
 54%|█████▍    | 25120/46302 [26:37:14<22:10:27,  3.77s/it]
 54%|█████▍    | 25121/46302 [26:37:17<22:10:37,  3.77s/it]
 54%|█████▍    | 25122/46302 [26:37:21<22:11:04,  3.77s/it]
 54%|█████▍    | 25123/46302 [26:37:25<22:10:51,  3.77s/it]
 54%|█████▍    | 25124/46302 [26:37:29<22:10:40,  3.77s/it]
 54%|█████▍    | 25125/46302 [26:37:32<22:10:47,  3.77s/it]
 54%|█████▍    | 25126/46302 [26:37:36<22:10:48,  3.77s/it]
 54%|█████▍    | 25127/46302 [26:37:40<22:10:38,  3.77s/it]
 54%|█████▍    | 25128/46302 [26:37:44<22:10:11,  3.77s/it]
 54%|█████▍    | 25129/46302 [26:37:48<22:09:59,  3.77s/it]
 54%|█████▍    | 25130/46302 [26:37:51<22:09:39,  3.77s/it]
 54%|█████▍    | 25131/46302 [26:37:55<22:09:55,  3.77s/it]
 54%|█████▍    | 25132/46302 [26:37:59<22:09:58,  3.77s/it]
 54%|█████▍    | 25133/46302 [26:38:03<22:09:55,  3.77s/it]
 54%|█████▍    | 25134/46302 [26:38:06<22:10:13,  3.77s/it]
 54%|█████▍    | 25135/46302 [26:38:10<22:10:08,  3.77s/it]
 54%|█████▍    | 25136/46302 [26:38:14<22:10:03,  3.77s/it]
 54%|█████▍    | 25137/46302 [26:38:18<22:10:17,  3.77s/it]
 54%|█████▍    | 25138/46302 [26:38:21<22:10:16,  3.77s/it]
 54%|█████▍    | 25139/46302 [26:38:25<22:09:48,  3.77s/it]
 54%|█████▍    | 25140/46302 [26:38:29<22:09:46,  3.77s/it]
 54%|█████▍    | 25141/46302 [26:38:33<22:09:07,  3.77s/it]
 54%|█████▍    | 25142/46302 [26:38:37<22:09:26,  3.77s/it]
 54%|█████▍    | 25143/46302 [26:38:40<22:09:31,  3.77s/it]
 54%|█████▍    | 25144/46302 [26:38:44<22:09:07,  3.77s/it]
 54%|█████▍    | 25145/46302 [26:38:48<22:09:04,  3.77s/it]
 54%|█████▍    | 25146/46302 [26:38:52<22:09:06,  3.77s/it]
 54%|█████▍    | 25147/46302 [26:38:55<22:09:01,  3.77s/it]
 54%|█████▍    | 25148/46302 [26:38:59<22:08:54,  3.77s/it]
 54%|█████▍    | 25149/46302 [26:39:03<22:08:45,  3.77s/it]
 54%|█████▍    | 25150/46302 [26:39:07<22:08:45,  3.77s/it]
 54%|█████▍    | 25151/46302 [26:39:10<22:09:03,  3.77s/it]
 54%|█████▍    | 25152/46302 [26:39:14<22:09:03,  3.77s/it]
 54%|█████▍    | 25153/46302 [26:39:18<22:08:38,  3.77s/it]
 54%|█████▍    | 25154/46302 [26:39:22<22:08:46,  3.77s/it]
 54%|█████▍    | 25155/46302 [26:39:26<22:08:40,  3.77s/it]
 54%|█████▍    | 25156/46302 [26:39:29<22:08:42,  3.77s/it]
 54%|█████▍    | 25157/46302 [26:39:33<22:08:23,  3.77s/it]
 54%|█████▍    | 25158/46302 [26:39:37<22:08:28,  3.77s/it]
 54%|█████▍    | 25159/46302 [26:39:41<22:08:38,  3.77s/it]
 54%|█████▍    | 25160/46302 [26:39:44<22:08:58,  3.77s/it]
 54%|█████▍    | 25161/46302 [26:39:48<22:08:25,  3.77s/it]
 54%|█████▍    | 25162/46302 [26:39:52<22:08:08,  3.77s/it]
 54%|█████▍    | 25163/46302 [26:39:56<22:08:22,  3.77s/it]
 54%|█████▍    | 25164/46302 [26:40:00<22:08:28,  3.77s/it]
 54%|█████▍    | 25165/46302 [26:40:03<22:08:18,  3.77s/it]
 54%|█████▍    | 25166/46302 [26:40:07<22:08:03,  3.77s/it]
 54%|█████▍    | 25167/46302 [26:40:11<22:07:52,  3.77s/it]
 54%|█████▍    | 25168/46302 [26:40:15<22:07:48,  3.77s/it]
 54%|█████▍    | 25169/46302 [26:40:18<22:07:56,  3.77s/it]
 54%|█████▍    | 25170/46302 [26:40:22<22:07:59,  3.77s/it]
 54%|█████▍    | 25171/46302 [26:40:26<22:08:04,  3.77s/it]
 54%|█████▍    | 25172/46302 [26:40:30<22:07:49,  3.77s/it]
 54%|█████▍    | 25173/46302 [26:40:33<22:07:50,  3.77s/it]
 54%|█████▍    | 25174/46302 [26:40:37<22:07:41,  3.77s/it]
 54%|█████▍    | 25175/46302 [26:40:41<22:07:34,  3.77s/it]
 54%|█████▍    | 25176/46302 [26:40:45<22:07:31,  3.77s/it]
 54%|█████▍    | 25177/46302 [26:40:49<22:07:34,  3.77s/it]
 54%|█████▍    | 25178/46302 [26:40:52<22:07:06,  3.77s/it]
 54%|█████▍    | 25179/46302 [26:40:56<22:07:29,  3.77s/it]
 54%|█████▍    | 25180/46302 [26:41:00<22:07:23,  3.77s/it]
 54%|█████▍    | 25181/46302 [26:41:04<22:07:24,  3.77s/it]
 54%|█████▍    | 25182/46302 [26:41:07<22:07:12,  3.77s/it]
 54%|█████▍    | 25183/46302 [26:41:11<22:07:14,  3.77s/it]
 54%|█████▍    | 25184/46302 [26:41:15<22:07:25,  3.77s/it]
 54%|█████▍    | 25185/46302 [26:41:19<22:06:56,  3.77s/it]
 54%|█████▍    | 25186/46302 [26:41:22<22:06:58,  3.77s/it]
 54%|█████▍    | 25187/46302 [26:41:26<22:06:32,  3.77s/it]
 54%|█████▍    | 25188/46302 [26:41:30<22:06:21,  3.77s/it]
 54%|█████▍    | 25189/46302 [26:41:34<22:06:59,  3.77s/it]
 54%|█████▍    | 25190/46302 [26:41:38<22:06:58,  3.77s/it]
 54%|█████▍    | 25191/46302 [26:41:41<22:06:46,  3.77s/it]
 54%|█████▍    | 25192/46302 [26:41:45<22:06:56,  3.77s/it]
 54%|█████▍    | 25193/46302 [26:41:49<22:06:41,  3.77s/it]
 54%|█████▍    | 25194/46302 [26:41:53<22:06:25,  3.77s/it]
 54%|█████▍    | 25195/46302 [26:41:56<22:06:28,  3.77s/it]
 54%|█████▍    | 25196/46302 [26:42:00<22:06:30,  3.77s/it]
 54%|█████▍    | 25197/46302 [26:42:04<22:06:26,  3.77s/it]
 54%|█████▍    | 25198/46302 [26:42:08<22:06:29,  3.77s/it]
 54%|█████▍    | 25199/46302 [26:42:11<22:06:30,  3.77s/it]
 54%|█████▍    | 25200/46302 [26:42:15<22:06:21,  3.77s/it]
 54%|█████▍    | 25201/46302 [26:42:19<22:06:22,  3.77s/it]
 54%|█████▍    | 25202/46302 [26:42:23<22:06:13,  3.77s/it]
 54%|█████▍    | 25203/46302 [26:42:27<22:06:17,  3.77s/it]
 54%|█████▍    | 25204/46302 [26:42:30<22:06:17,  3.77s/it]
 54%|█████▍    | 25205/46302 [26:42:34<22:06:12,  3.77s/it]
 54%|█████▍    | 25206/46302 [26:42:38<22:06:10,  3.77s/it]
 54%|█████▍    | 25207/46302 [26:42:42<22:06:00,  3.77s/it]
 54%|█████▍    | 25208/46302 [26:42:45<22:05:49,  3.77s/it]
 54%|█████▍    | 25209/46302 [26:42:49<22:05:40,  3.77s/it]
 54%|█████▍    | 25210/46302 [26:42:53<22:05:55,  3.77s/it]
 54%|█████▍    | 25211/46302 [26:42:57<22:05:42,  3.77s/it]
 54%|█████▍    | 25212/46302 [26:43:01<22:05:37,  3.77s/it]
 54%|█████▍    | 25213/46302 [26:43:04<22:05:27,  3.77s/it]
 54%|█████▍    | 25214/46302 [26:43:08<22:04:53,  3.77s/it]
 54%|█████▍    | 25215/46302 [26:43:12<22:04:52,  3.77s/it]
 54%|█████▍    | 25216/46302 [26:43:16<22:04:56,  3.77s/it]
 54%|█████▍    | 25217/46302 [26:43:19<22:05:02,  3.77s/it]
 54%|█████▍    | 25218/46302 [26:43:23<22:05:08,  3.77s/it]
 54%|█████▍    | 25219/46302 [26:43:27<22:04:37,  3.77s/it]
 54%|█████▍    | 25220/46302 [26:43:31<22:04:51,  3.77s/it]
 54%|█████▍    | 25221/46302 [26:43:34<22:05:05,  3.77s/it]
 54%|█████▍    | 25222/46302 [26:43:38<22:04:46,  3.77s/it]
 54%|█████▍    | 25223/46302 [26:43:42<22:04:45,  3.77s/it]
 54%|█████▍    | 25224/46302 [26:43:46<22:04:36,  3.77s/it]
 54%|█████▍    | 25225/46302 [26:43:50<22:04:43,  3.77s/it]
 54%|█████▍    | 25226/46302 [26:43:53<22:04:34,  3.77s/it]
 54%|█████▍    | 25227/46302 [26:43:57<22:04:39,  3.77s/it]
 54%|█████▍    | 25228/46302 [26:44:01<22:04:44,  3.77s/it]
 54%|█████▍    | 25229/46302 [26:44:05<22:04:41,  3.77s/it]
 54%|█████▍    | 25230/46302 [26:44:08<22:04:22,  3.77s/it]
 54%|█████▍    | 25231/46302 [26:44:12<22:03:53,  3.77s/it]
 54%|█████▍    | 25232/46302 [26:44:16<22:03:51,  3.77s/it]
 54%|█████▍    | 25233/46302 [26:44:20<22:04:07,  3.77s/it]
 54%|█████▍    | 25234/46302 [26:44:23<22:04:04,  3.77s/it]
 55%|█████▍    | 25235/46302 [26:44:27<22:04:01,  3.77s/it]
 55%|█████▍    | 25236/46302 [26:44:31<22:04:13,  3.77s/it]
 55%|█████▍    | 25237/46302 [26:44:35<22:04:16,  3.77s/it]
 55%|█████▍    | 25238/46302 [26:44:39<22:04:05,  3.77s/it]
 55%|█████▍    | 25239/46302 [26:44:42<22:03:42,  3.77s/it]
 55%|█████▍    | 25240/46302 [26:44:46<22:04:01,  3.77s/it]
 55%|█████▍    | 25241/46302 [26:44:50<22:03:49,  3.77s/it]
 55%|█████▍    | 25242/46302 [26:44:54<22:03:51,  3.77s/it]
 55%|█████▍    | 25243/46302 [26:44:57<22:03:43,  3.77s/it]
 55%|█████▍    | 25244/46302 [26:45:01<22:03:36,  3.77s/it]
 55%|█████▍    | 25245/46302 [26:45:05<22:03:58,  3.77s/it]
 55%|█████▍    | 25246/46302 [26:45:09<22:04:15,  3.77s/it]
 55%|█████▍    | 25247/46302 [26:45:12<22:04:07,  3.77s/it]
 55%|█████▍    | 25248/46302 [26:45:16<22:04:02,  3.77s/it]
 55%|█████▍    | 25249/46302 [26:45:20<22:04:11,  3.77s/it]
 55%|█████▍    | 25250/46302 [26:45:24<22:04:11,  3.77s/it]
 55%|█████▍    | 25251/46302 [26:45:28<22:03:52,  3.77s/it]
 55%|█████▍    | 25252/46302 [26:45:31<22:03:56,  3.77s/it]
 55%|█████▍    | 25253/46302 [26:45:35<22:03:53,  3.77s/it]
 55%|█████▍    | 25254/46302 [26:45:39<22:03:26,  3.77s/it]
 55%|█████▍    | 25255/46302 [26:45:43<22:03:34,  3.77s/it]
 55%|█████▍    | 25256/46302 [26:45:46<22:03:15,  3.77s/it]
 55%|█████▍    | 25257/46302 [26:45:50<22:03:07,  3.77s/it]
 55%|█████▍    | 25258/46302 [26:45:54<22:03:08,  3.77s/it]
 55%|█████▍    | 25259/46302 [26:45:58<22:03:03,  3.77s/it]
 55%|█████▍    | 25260/46302 [26:46:02<22:03:00,  3.77s/it]
 55%|█████▍    | 25261/46302 [26:46:05<22:02:50,  3.77s/it]
 55%|█████▍    | 25262/46302 [26:46:09<22:03:03,  3.77s/it]
 55%|█████▍    | 25263/46302 [26:46:13<22:02:49,  3.77s/it]
 55%|█████▍    | 25264/46302 [26:46:17<22:03:08,  3.77s/it]
 55%|█████▍    | 25265/46302 [26:46:20<22:03:03,  3.77s/it]
 55%|█████▍    | 25266/46302 [26:46:24<22:02:32,  3.77s/it]
 55%|█████▍    | 25267/46302 [26:46:28<22:02:13,  3.77s/it]
 55%|█████▍    | 25268/46302 [26:46:32<22:01:56,  3.77s/it]
 55%|█████▍    | 25269/46302 [26:46:35<22:01:28,  3.77s/it]
 55%|█████▍    | 25270/46302 [26:46:39<22:01:32,  3.77s/it]
 55%|█████▍    | 25271/46302 [26:46:43<22:01:34,  3.77s/it]
 55%|█████▍    | 25272/46302 [26:46:47<22:01:17,  3.77s/it]
 55%|█████▍    | 25273/46302 [26:46:51<22:01:16,  3.77s/it]
 55%|█████▍    | 25274/46302 [26:46:54<22:01:27,  3.77s/it]
 55%|█████▍    | 25275/46302 [26:46:58<22:01:15,  3.77s/it]
 55%|█████▍    | 25276/46302 [26:47:02<22:01:19,  3.77s/it]
 55%|█████▍    | 25277/46302 [26:47:06<22:01:07,  3.77s/it]
 55%|█████▍    | 25278/46302 [26:47:09<22:01:23,  3.77s/it]
 55%|█████▍    | 25279/46302 [26:47:13<22:01:10,  3.77s/it]
 55%|█████▍    | 25280/46302 [26:47:17<22:01:14,  3.77s/it]
 55%|█████▍    | 25281/46302 [26:47:21<22:01:13,  3.77s/it]
 55%|█████▍    | 25282/46302 [26:47:25<22:01:06,  3.77s/it]
 55%|█████▍    | 25283/46302 [26:47:28<22:00:49,  3.77s/it]
 55%|█████▍    | 25284/46302 [26:47:32<22:00:31,  3.77s/it]
 55%|█████▍    | 25285/46302 [26:47:36<22:00:26,  3.77s/it]
 55%|█████▍    | 25286/46302 [26:47:40<22:00:24,  3.77s/it]
 55%|█████▍    | 25287/46302 [26:47:43<22:00:31,  3.77s/it]
 55%|█████▍    | 25288/46302 [26:47:47<22:00:54,  3.77s/it]
 55%|█████▍    | 25289/46302 [26:47:51<22:01:01,  3.77s/it]
 55%|█████▍    | 25290/46302 [26:47:55<22:01:09,  3.77s/it]
 55%|█████▍    | 25291/46302 [26:47:58<22:00:39,  3.77s/it]
 55%|█████▍    | 25292/46302 [26:48:02<22:00:25,  3.77s/it]
 55%|█████▍    | 25293/46302 [26:48:06<22:00:40,  3.77s/it]
 55%|█████▍    | 25294/46302 [26:48:10<22:00:44,  3.77s/it]
 55%|█████▍    | 25295/46302 [26:48:14<22:00:47,  3.77s/it]
 55%|█████▍    | 25296/46302 [26:48:17<22:00:43,  3.77s/it]
 55%|█████▍    | 25297/46302 [26:48:21<22:00:35,  3.77s/it]
 55%|█████▍    | 25298/46302 [26:48:25<22:00:42,  3.77s/it]
 55%|█████▍    | 25299/46302 [26:48:29<22:00:23,  3.77s/it]
 55%|█████▍    | 25300/46302 [26:48:32<22:00:21,  3.77s/it]
 55%|█████▍    | 25301/46302 [26:48:36<22:00:10,  3.77s/it]
 55%|█████▍    | 25302/46302 [26:48:40<22:00:19,  3.77s/it]
 55%|█████▍    | 25303/46302 [26:48:44<22:00:17,  3.77s/it]
 55%|█████▍    | 25304/46302 [26:48:47<22:00:10,  3.77s/it]
 55%|█████▍    | 25305/46302 [26:48:51<21:59:52,  3.77s/it]
 55%|█████▍    | 25306/46302 [26:48:55<21:59:51,  3.77s/it]
 55%|█████▍    | 25307/46302 [26:48:59<21:59:48,  3.77s/it]
 55%|█████▍    | 25308/46302 [26:49:03<21:59:36,  3.77s/it]
 55%|█████▍    | 25309/46302 [26:49:06<21:59:18,  3.77s/it]
 55%|█████▍    | 25310/46302 [26:49:10<21:59:30,  3.77s/it]
 55%|█████▍    | 25311/46302 [26:49:14<21:59:40,  3.77s/it]
 55%|█████▍    | 25312/46302 [26:49:18<21:59:24,  3.77s/it]
 55%|█████▍    | 25313/46302 [26:49:21<21:59:34,  3.77s/it]
 55%|█████▍    | 25314/46302 [26:49:25<21:59:36,  3.77s/it]
 55%|█████▍    | 25315/46302 [26:49:29<21:59:38,  3.77s/it]
 55%|█████▍    | 25316/46302 [26:49:33<21:59:36,  3.77s/it]
 55%|█████▍    | 25317/46302 [26:49:37<21:59:29,  3.77s/it]
 55%|█████▍    | 25318/46302 [26:49:40<21:58:34,  3.77s/it]
 55%|█████▍    | 25319/46302 [26:49:44<21:58:47,  3.77s/it]
 55%|█████▍    | 25320/46302 [26:49:48<21:58:51,  3.77s/it]
 55%|█████▍    | 25321/46302 [26:49:52<21:58:50,  3.77s/it]
 55%|█████▍    | 25322/46302 [26:49:55<21:58:54,  3.77s/it]
 55%|█████▍    | 25323/46302 [26:49:59<21:59:04,  3.77s/it]
 55%|█████▍    | 25324/46302 [26:50:03<21:59:02,  3.77s/it]
 55%|█████▍    | 25325/46302 [26:50:07<21:58:52,  3.77s/it]
 55%|█████▍    | 25326/46302 [26:50:10<21:58:36,  3.77s/it]
 55%|█████▍    | 25327/46302 [26:50:14<21:58:15,  3.77s/it]
 55%|█████▍    | 25328/46302 [26:50:18<21:58:14,  3.77s/it]
 55%|█████▍    | 25329/46302 [26:50:22<21:58:16,  3.77s/it]
 55%|█████▍    | 25330/46302 [26:50:26<21:57:55,  3.77s/it]
 55%|█████▍    | 25331/46302 [26:50:29<21:58:01,  3.77s/it]
 55%|█████▍    | 25332/46302 [26:50:33<21:58:05,  3.77s/it]
 55%|█████▍    | 25333/46302 [26:50:37<21:58:01,  3.77s/it]
 55%|█████▍    | 25334/46302 [26:50:41<21:58:07,  3.77s/it]
 55%|█████▍    | 25335/46302 [26:50:44<21:58:06,  3.77s/it]
 55%|█████▍    | 25336/46302 [26:50:48<21:57:58,  3.77s/it]
 55%|█████▍    | 25337/46302 [26:50:52<21:58:05,  3.77s/it]
 55%|█████▍    | 25338/46302 [26:50:56<21:58:08,  3.77s/it]
 55%|█████▍    | 25339/46302 [26:50:59<21:57:56,  3.77s/it]
 55%|█████▍    | 25340/46302 [26:51:03<21:57:55,  3.77s/it]
 55%|█████▍    | 25341/46302 [26:51:07<21:57:37,  3.77s/it]
 55%|█████▍    | 25342/46302 [26:51:11<21:57:50,  3.77s/it]
 55%|█████▍    | 25343/46302 [26:51:15<21:57:11,  3.77s/it]
 55%|█████▍    | 25344/46302 [26:51:18<21:57:23,  3.77s/it]
 55%|█████▍    | 25345/46302 [26:51:22<21:57:15,  3.77s/it]
 55%|█████▍    | 25346/46302 [26:51:26<21:57:07,  3.77s/it]
 55%|█████▍    | 25347/46302 [26:51:30<21:56:38,  3.77s/it]
 55%|█████▍    | 25348/46302 [26:51:33<21:56:43,  3.77s/it]
 55%|█████▍    | 25349/46302 [26:51:37<21:56:50,  3.77s/it]
 55%|█████▍    | 25350/46302 [26:51:41<21:56:54,  3.77s/it]
 55%|█████▍    | 25351/46302 [26:51:45<21:56:48,  3.77s/it]
 55%|█████▍    | 25352/46302 [26:51:49<21:56:41,  3.77s/it]
 55%|█████▍    | 25353/46302 [26:51:52<21:56:39,  3.77s/it]
 55%|█████▍    | 25354/46302 [26:51:56<21:56:48,  3.77s/it]
 55%|█████▍    | 25355/46302 [26:52:00<21:56:03,  3.77s/it]
 55%|█████▍    | 25356/46302 [26:52:04<21:55:58,  3.77s/it]
 55%|█████▍    | 25357/46302 [26:52:07<21:55:44,  3.77s/it]
 55%|█████▍    | 25358/46302 [26:52:11<21:55:52,  3.77s/it]
 55%|█████▍    | 25359/46302 [26:52:15<21:55:47,  3.77s/it]
 55%|█████▍    | 25360/46302 [26:52:19<21:55:33,  3.77s/it]
 55%|█████▍    | 25361/46302 [26:52:22<21:55:35,  3.77s/it]
 55%|█████▍    | 25362/46302 [26:52:26<21:55:51,  3.77s/it]
 55%|█████▍    | 25363/46302 [26:52:30<21:55:41,  3.77s/it]
 55%|█████▍    | 25364/46302 [26:52:34<21:55:35,  3.77s/it]
 55%|█████▍    | 25365/46302 [26:52:38<21:55:38,  3.77s/it]
 55%|█████▍    | 25366/46302 [26:52:41<21:55:54,  3.77s/it]
 55%|█████▍    | 25367/46302 [26:52:45<21:55:38,  3.77s/it]
 55%|█████▍    | 25368/46302 [26:52:49<21:55:42,  3.77s/it]
 55%|█████▍    | 25369/46302 [26:52:53<21:55:41,  3.77s/it]
 55%|█████▍    | 25370/46302 [26:52:56<21:55:42,  3.77s/it]
 55%|█████▍    | 25371/46302 [26:53:00<21:55:42,  3.77s/it]
 55%|█████▍    | 25372/46302 [26:53:04<21:55:14,  3.77s/it]
 55%|█████▍    | 25373/46302 [26:53:08<21:54:48,  3.77s/it]
 55%|█████▍    | 25374/46302 [26:53:11<21:54:26,  3.77s/it]
 55%|█████▍    | 25375/46302 [26:53:15<21:54:38,  3.77s/it]
 55%|█████▍    | 25376/46302 [26:53:19<21:54:47,  3.77s/it]
 55%|█████▍    | 25377/46302 [26:53:23<21:54:48,  3.77s/it]
 55%|█████▍    | 25378/46302 [26:53:27<21:54:33,  3.77s/it]
 55%|█████▍    | 25379/46302 [26:53:30<21:54:28,  3.77s/it]
 55%|█████▍    | 25380/46302 [26:53:34<21:54:38,  3.77s/it]
 55%|█████▍    | 25381/46302 [26:53:38<21:54:45,  3.77s/it]
 55%|█████▍    | 25382/46302 [26:53:42<21:54:45,  3.77s/it]
 55%|█████▍    | 25383/46302 [26:53:45<21:54:46,  3.77s/it]
 55%|█████▍    | 25384/46302 [26:53:49<21:54:41,  3.77s/it]
 55%|█████▍    | 25385/46302 [26:53:53<21:54:02,  3.77s/it]
 55%|█████▍    | 25386/46302 [26:53:57<21:53:37,  3.77s/it]
 55%|█████▍    | 25387/46302 [26:54:00<21:54:03,  3.77s/it]
 55%|█████▍    | 25388/46302 [26:54:04<21:53:59,  3.77s/it]
 55%|█████▍    | 25389/46302 [26:54:08<21:53:56,  3.77s/it]
 55%|█████▍    | 25390/46302 [26:54:12<21:53:48,  3.77s/it]
 55%|█████▍    | 25391/46302 [26:54:16<21:53:46,  3.77s/it]
 55%|█████▍    | 25392/46302 [26:54:19<21:53:47,  3.77s/it]
 55%|█████▍    | 25393/46302 [26:54:23<21:53:43,  3.77s/it]
 55%|█████▍    | 25394/46302 [26:54:27<21:53:49,  3.77s/it]
 55%|█████▍    | 25395/46302 [26:54:31<21:53:15,  3.77s/it]
 55%|█████▍    | 25396/46302 [26:54:34<21:52:56,  3.77s/it]
 55%|█████▍    | 25397/46302 [26:54:38<21:53:03,  3.77s/it]
 55%|█████▍    | 25398/46302 [26:54:42<21:52:44,  3.77s/it]
 55%|█████▍    | 25399/46302 [26:54:46<21:52:42,  3.77s/it]
 55%|█████▍    | 25400/46302 [26:54:49<21:52:47,  3.77s/it]
 55%|█████▍    | 25401/46302 [26:54:53<21:52:55,  3.77s/it]
 55%|█████▍    | 25402/46302 [26:54:57<21:52:18,  3.77s/it]
 55%|█████▍    | 25403/46302 [26:55:01<21:51:58,  3.77s/it]
 55%|█████▍    | 25404/46302 [26:55:05<21:52:31,  3.77s/it]
 55%|█████▍    | 25405/46302 [26:55:08<21:52:39,  3.77s/it]
 55%|█████▍    | 25406/46302 [26:55:12<21:52:34,  3.77s/it]
 55%|█████▍    | 25407/46302 [26:55:16<21:52:32,  3.77s/it]
 55%|█████▍    | 25408/46302 [26:55:20<21:52:52,  3.77s/it]
 55%|█████▍    | 25409/46302 [26:55:23<21:52:38,  3.77s/it]
 55%|█████▍    | 25410/46302 [26:55:27<21:52:48,  3.77s/it]
 55%|█████▍    | 25411/46302 [26:55:31<21:53:16,  3.77s/it]
 55%|█████▍    | 25412/46302 [26:55:35<21:52:50,  3.77s/it]
 55%|█████▍    | 25413/46302 [26:55:38<21:53:06,  3.77s/it]
 55%|█████▍    | 25414/46302 [26:55:42<21:52:42,  3.77s/it]
 55%|█████▍    | 25415/46302 [26:55:46<21:52:45,  3.77s/it]
 55%|█████▍    | 25416/46302 [26:55:50<21:52:50,  3.77s/it]
 55%|█████▍    | 25417/46302 [26:55:54<21:52:10,  3.77s/it]
 55%|█████▍    | 25418/46302 [26:55:57<21:52:22,  3.77s/it]
 55%|█████▍    | 25419/46302 [26:56:01<21:52:37,  3.77s/it]
 55%|█████▍    | 25420/46302 [26:56:05<21:52:35,  3.77s/it]
 55%|█████▍    | 25421/46302 [26:56:09<21:52:41,  3.77s/it]
 55%|█████▍    | 25422/46302 [26:56:12<21:52:30,  3.77s/it]
 55%|█████▍    | 25423/46302 [26:56:16<21:52:31,  3.77s/it]
 55%|█████▍    | 25424/46302 [26:56:20<21:52:06,  3.77s/it]
 55%|█████▍    | 25425/46302 [26:56:24<21:51:54,  3.77s/it]
 55%|█████▍    | 25426/46302 [26:56:27<21:51:56,  3.77s/it]
 55%|█████▍    | 25427/46302 [26:56:31<21:52:07,  3.77s/it]
 55%|█████▍    | 25428/46302 [26:56:35<21:52:21,  3.77s/it]
 55%|█████▍    | 25429/46302 [26:56:39<21:52:41,  3.77s/it]
 55%|█████▍    | 25430/46302 [26:56:43<21:52:41,  3.77s/it]
 55%|█████▍    | 25431/46302 [26:56:46<21:52:06,  3.77s/it]
 55%|█████▍    | 25432/46302 [26:56:50<21:51:56,  3.77s/it]
 55%|█████▍    | 25433/46302 [26:56:54<21:51:55,  3.77s/it]
 55%|█████▍    | 25434/46302 [26:56:58<21:51:53,  3.77s/it]
 55%|█████▍    | 25435/46302 [26:57:01<21:51:15,  3.77s/it]
 55%|█████▍    | 25436/46302 [26:57:05<21:51:14,  3.77s/it]
 55%|█████▍    | 25437/46302 [26:57:09<21:50:47,  3.77s/it]
 55%|█████▍    | 25438/46302 [26:57:13<21:50:45,  3.77s/it]
 55%|█████▍    | 25439/46302 [26:57:17<21:51:00,  3.77s/it]
 55%|█████▍    | 25440/46302 [26:57:20<21:51:03,  3.77s/it]
 55%|█████▍    | 25441/46302 [26:57:24<21:51:04,  3.77s/it]
 55%|█████▍    | 25442/46302 [26:57:28<21:51:07,  3.77s/it]
 55%|█████▍    | 25443/46302 [26:57:32<21:50:44,  3.77s/it]
 55%|█████▍    | 25444/46302 [26:57:35<21:50:17,  3.77s/it]
 55%|█████▍    | 25445/46302 [26:57:39<21:50:13,  3.77s/it]
 55%|█████▍    | 25446/46302 [26:57:43<21:50:02,  3.77s/it]
 55%|█████▍    | 25447/46302 [26:57:47<21:50:19,  3.77s/it]
 55%|█████▍    | 25448/46302 [26:57:50<21:50:22,  3.77s/it]
 55%|█████▍    | 25449/46302 [26:57:54<21:50:27,  3.77s/it]
 55%|█████▍    | 25450/46302 [26:57:58<21:50:43,  3.77s/it]
 55%|█████▍    | 25451/46302 [26:58:02<21:50:18,  3.77s/it]
 55%|█████▍    | 25452/46302 [26:58:06<21:49:56,  3.77s/it]
 55%|█████▍    | 25453/46302 [26:58:09<21:49:45,  3.77s/it]
 55%|█████▍    | 25454/46302 [26:58:13<21:49:50,  3.77s/it]
 55%|█████▍    | 25455/46302 [26:58:17<21:50:10,  3.77s/it]
 55%|█████▍    | 25456/46302 [26:58:21<21:50:06,  3.77s/it]
 55%|█████▍    | 25457/46302 [26:58:24<21:50:00,  3.77s/it]
 55%|█████▍    | 25458/46302 [26:58:28<21:49:36,  3.77s/it]
 55%|█████▍    | 25459/46302 [26:58:32<21:49:44,  3.77s/it]
 55%|█████▍    | 25460/46302 [26:58:36<21:49:47,  3.77s/it]
 55%|█████▍    | 25461/46302 [26:58:39<21:49:53,  3.77s/it]
 55%|█████▍    | 25462/46302 [26:58:43<21:49:25,  3.77s/it]
 55%|█████▍    | 25463/46302 [26:58:47<21:49:29,  3.77s/it]
 55%|█████▍    | 25464/46302 [26:58:51<21:49:30,  3.77s/it]
 55%|█████▍    | 25465/46302 [26:58:55<21:49:09,  3.77s/it]
 55%|█████▍    | 25466/46302 [26:58:58<21:49:22,  3.77s/it]
 55%|█████▌    | 25467/46302 [26:59:02<21:49:34,  3.77s/it]
 55%|█████▌    | 25468/46302 [26:59:06<21:49:23,  3.77s/it]
 55%|█████▌    | 25469/46302 [26:59:10<21:49:04,  3.77s/it]
 55%|█████▌    | 25470/46302 [26:59:13<21:49:15,  3.77s/it]
 55%|█████▌    | 25471/46302 [26:59:17<21:48:58,  3.77s/it]
 55%|█████▌    | 25472/46302 [26:59:21<21:49:00,  3.77s/it]
 55%|█████▌    | 25473/46302 [26:59:25<21:48:48,  3.77s/it]
 55%|█████▌    | 25474/46302 [26:59:28<21:48:19,  3.77s/it]
 55%|█████▌    | 25475/46302 [26:59:32<21:48:32,  3.77s/it]
 55%|█████▌    | 25476/46302 [26:59:36<21:48:09,  3.77s/it]
 55%|█████▌    | 25477/46302 [26:59:40<21:48:09,  3.77s/it]
 55%|█████▌    | 25478/46302 [26:59:44<21:48:37,  3.77s/it]
 55%|█████▌    | 25479/46302 [26:59:47<21:48:34,  3.77s/it]
 55%|█████▌    | 25480/46302 [26:59:51<21:48:43,  3.77s/it]
 55%|█████▌    | 25481/46302 [26:59:55<21:48:34,  3.77s/it]
 55%|█████▌    | 25482/46302 [26:59:59<21:48:54,  3.77s/it]
 55%|█████▌    | 25483/46302 [27:00:02<21:48:45,  3.77s/it]
 55%|█████▌    | 25484/46302 [27:00:06<21:48:21,  3.77s/it]
 55%|█████▌    | 25485/46302 [27:00:10<21:48:15,  3.77s/it]
 55%|█████▌    | 25486/46302 [27:00:14<21:48:17,  3.77s/it]
 55%|█████▌    | 25487/46302 [27:00:18<21:48:10,  3.77s/it]
 55%|█████▌    | 25488/46302 [27:00:21<21:48:20,  3.77s/it]
 55%|█████▌    | 25489/46302 [27:00:25<21:48:12,  3.77s/it]
 55%|█████▌    | 25490/46302 [27:00:29<21:48:01,  3.77s/it]
 55%|█████▌    | 25491/46302 [27:00:33<21:47:48,  3.77s/it]
 55%|█████▌    | 25492/46302 [27:00:36<21:47:48,  3.77s/it]
 55%|█████▌    | 25493/46302 [27:00:40<21:47:30,  3.77s/it]
 55%|█████▌    | 25494/46302 [27:00:44<21:47:23,  3.77s/it]
 55%|█████▌    | 25495/46302 [27:00:48<21:47:28,  3.77s/it]
 55%|█████▌    | 25496/46302 [27:00:51<21:47:24,  3.77s/it]
 55%|█████▌    | 25497/46302 [27:00:55<21:47:19,  3.77s/it]
 55%|█████▌    | 25498/46302 [27:00:59<21:47:13,  3.77s/it]
 55%|█████▌    | 25499/46302 [27:01:03<21:47:11,  3.77s/it]
 55%|█████▌    | 25500/46302 [27:01:07<21:47:00,  3.77s/it]
                                                           
{'loss': 3.2168, 'learning_rate': 0.0022959251247185557, 'epoch': 0.55}

 55%|█████▌    | 25500/46302 [27:01:07<21:47:00,  3.77s/it]
 55%|█████▌    | 25501/46302 [27:01:10<21:47:12,  3.77s/it]
 55%|█████▌    | 25502/46302 [27:01:14<21:47:27,  3.77s/it]
 55%|█████▌    | 25503/46302 [27:01:18<21:47:20,  3.77s/it]
 55%|█████▌    | 25504/46302 [27:01:22<21:47:15,  3.77s/it]
 55%|█████▌    | 25505/46302 [27:01:25<21:46:56,  3.77s/it]
 55%|█████▌    | 25506/46302 [27:01:29<21:46:15,  3.77s/it]
 55%|█████▌    | 25507/46302 [27:01:33<21:46:32,  3.77s/it]
 55%|█████▌    | 25508/46302 [27:01:37<21:46:27,  3.77s/it]
 55%|█████▌    | 25509/46302 [27:01:40<21:45:56,  3.77s/it]
 55%|█████▌    | 25510/46302 [27:01:44<21:45:45,  3.77s/it]
 55%|█████▌    | 25511/46302 [27:01:48<21:45:26,  3.77s/it]
 55%|█████▌    | 25512/46302 [27:01:52<21:45:07,  3.77s/it]
 55%|█████▌    | 25513/46302 [27:01:56<21:45:05,  3.77s/it]
 55%|█████▌    | 25514/46302 [27:01:59<21:45:32,  3.77s/it]
 55%|█████▌    | 25515/46302 [27:02:03<21:45:24,  3.77s/it]
 55%|█████▌    | 25516/46302 [27:02:07<21:45:49,  3.77s/it]
 55%|█████▌    | 25517/46302 [27:02:11<21:46:10,  3.77s/it]
 55%|█████▌    | 25518/46302 [27:02:14<21:46:18,  3.77s/it]
 55%|█████▌    | 25519/46302 [27:02:18<21:46:15,  3.77s/it]
 55%|█████▌    | 25520/46302 [27:02:22<21:46:13,  3.77s/it]
 55%|█████▌    | 25521/46302 [27:02:26<21:46:09,  3.77s/it]
 55%|█████▌    | 25522/46302 [27:02:29<21:46:09,  3.77s/it]
 55%|█████▌    | 25523/46302 [27:02:33<21:45:54,  3.77s/it]
 55%|█████▌    | 25524/46302 [27:02:37<21:45:32,  3.77s/it]
 55%|█████▌    | 25525/46302 [27:02:41<21:45:24,  3.77s/it]
 55%|█████▌    | 25526/46302 [27:02:45<21:44:56,  3.77s/it]
 55%|█████▌    | 25527/46302 [27:02:48<21:44:37,  3.77s/it]
 55%|█████▌    | 25528/46302 [27:02:52<21:44:46,  3.77s/it]
 55%|█████▌    | 25529/46302 [27:02:56<21:44:58,  3.77s/it]
 55%|█████▌    | 25530/46302 [27:03:00<21:45:07,  3.77s/it]
 55%|█████▌    | 25531/46302 [27:03:03<21:45:16,  3.77s/it]
 55%|█████▌    | 25532/46302 [27:03:07<21:45:01,  3.77s/it]
 55%|█████▌    | 25533/46302 [27:03:11<21:45:11,  3.77s/it]
 55%|█████▌    | 25534/46302 [27:03:15<21:44:46,  3.77s/it]
 55%|█████▌    | 25535/46302 [27:03:18<21:44:19,  3.77s/it]
 55%|█████▌    | 25536/46302 [27:03:22<21:44:03,  3.77s/it]
 55%|█████▌    | 25537/46302 [27:03:26<21:44:01,  3.77s/it]
 55%|█████▌    | 25538/46302 [27:03:30<21:44:06,  3.77s/it]
 55%|█████▌    | 25539/46302 [27:03:34<21:44:15,  3.77s/it]
 55%|█████▌    | 25540/46302 [27:03:37<21:44:22,  3.77s/it]
 55%|█████▌    | 25541/46302 [27:03:41<21:44:21,  3.77s/it]
 55%|█████▌    | 25542/46302 [27:03:45<21:44:16,  3.77s/it]
 55%|█████▌    | 25543/46302 [27:03:49<21:44:37,  3.77s/it]
 55%|█████▌    | 25544/46302 [27:03:52<21:44:29,  3.77s/it]
 55%|█████▌    | 25545/46302 [27:03:56<21:44:41,  3.77s/it]
 55%|█████▌    | 25546/46302 [27:04:00<21:44:29,  3.77s/it]
 55%|█████▌    | 25547/46302 [27:04:04<21:44:17,  3.77s/it]
 55%|█████▌    | 25548/46302 [27:04:07<21:44:01,  3.77s/it]
 55%|█████▌    | 25549/46302 [27:04:11<21:43:54,  3.77s/it]
 55%|█████▌    | 25550/46302 [27:04:15<21:43:38,  3.77s/it]
 55%|█████▌    | 25551/46302 [27:04:19<21:43:47,  3.77s/it]
 55%|█████▌    | 25552/46302 [27:04:23<21:43:40,  3.77s/it]
 55%|█████▌    | 25553/46302 [27:04:26<21:43:52,  3.77s/it]
 55%|█████▌    | 25554/46302 [27:04:30<21:43:47,  3.77s/it]
 55%|█████▌    | 25555/46302 [27:04:34<21:43:40,  3.77s/it]
 55%|█████▌    | 25556/46302 [27:04:38<21:43:56,  3.77s/it]
 55%|█████▌    | 25557/46302 [27:04:41<21:43:53,  3.77s/it]
 55%|█████▌    | 25558/46302 [27:04:45<21:43:33,  3.77s/it]
 55%|█████▌    | 25559/46302 [27:04:49<21:43:33,  3.77s/it]
 55%|█████▌    | 25560/46302 [27:04:53<21:43:33,  3.77s/it]
 55%|█████▌    | 25561/46302 [27:04:56<21:43:27,  3.77s/it]
 55%|█████▌    | 25562/46302 [27:05:00<21:43:16,  3.77s/it]
 55%|█████▌    | 25563/46302 [27:05:04<21:43:23,  3.77s/it]
 55%|█████▌    | 25564/46302 [27:05:08<21:43:22,  3.77s/it]
 55%|█████▌    | 25565/46302 [27:05:12<21:43:05,  3.77s/it]
 55%|█████▌    | 25566/46302 [27:05:15<21:43:07,  3.77s/it]
 55%|█████▌    | 25567/46302 [27:05:19<21:42:52,  3.77s/it]
 55%|█████▌    | 25568/46302 [27:05:23<21:42:44,  3.77s/it]
 55%|█████▌    | 25569/46302 [27:05:27<21:42:53,  3.77s/it]
 55%|█████▌    | 25570/46302 [27:05:30<21:42:35,  3.77s/it]
 55%|█████▌    | 25571/46302 [27:05:34<21:42:46,  3.77s/it]
 55%|█████▌    | 25572/46302 [27:05:38<21:42:53,  3.77s/it]
 55%|█████▌    | 25573/46302 [27:05:42<21:42:38,  3.77s/it]
 55%|█████▌    | 25574/46302 [27:05:45<21:42:26,  3.77s/it]
 55%|█████▌    | 25575/46302 [27:05:49<21:42:47,  3.77s/it]
 55%|█████▌    | 25576/46302 [27:05:53<21:42:42,  3.77s/it]
 55%|█████▌    | 25577/46302 [27:05:57<21:42:33,  3.77s/it]
 55%|█████▌    | 25578/46302 [27:06:01<21:42:19,  3.77s/it]
 55%|█████▌    | 25579/46302 [27:06:04<21:42:22,  3.77s/it]
 55%|█████▌    | 25580/46302 [27:06:08<21:42:04,  3.77s/it]
 55%|█████▌    | 25581/46302 [27:06:12<21:42:15,  3.77s/it]
 55%|█████▌    | 25582/46302 [27:06:16<21:42:18,  3.77s/it]
 55%|█████▌    | 25583/46302 [27:06:19<21:42:07,  3.77s/it]
 55%|█████▌    | 25584/46302 [27:06:23<21:42:07,  3.77s/it]
 55%|█████▌    | 25585/46302 [27:06:27<21:42:11,  3.77s/it]
 55%|█████▌    | 25586/46302 [27:06:31<21:41:44,  3.77s/it]
 55%|█████▌    | 25587/46302 [27:06:35<21:41:53,  3.77s/it]
 55%|█████▌    | 25588/46302 [27:06:38<21:42:03,  3.77s/it]
 55%|█████▌    | 25589/46302 [27:06:42<21:42:02,  3.77s/it]
 55%|█████▌    | 25590/46302 [27:06:46<21:41:41,  3.77s/it]
 55%|█████▌    | 25591/46302 [27:06:50<21:41:38,  3.77s/it]
 55%|█████▌    | 25592/46302 [27:06:53<21:41:18,  3.77s/it]
 55%|█████▌    | 25593/46302 [27:06:57<21:41:30,  3.77s/it]
 55%|█████▌    | 25594/46302 [27:07:01<21:41:16,  3.77s/it]
 55%|█████▌    | 25595/46302 [27:07:05<21:41:16,  3.77s/it]
 55%|█████▌    | 25596/46302 [27:07:08<21:41:25,  3.77s/it]
 55%|█████▌    | 25597/46302 [27:07:12<21:41:34,  3.77s/it]
 55%|█████▌    | 25598/46302 [27:07:16<21:41:18,  3.77s/it]
 55%|█████▌    | 25599/46302 [27:07:20<21:41:10,  3.77s/it]
 55%|█████▌    | 25600/46302 [27:07:24<21:41:32,  3.77s/it]
 55%|█████▌    | 25601/46302 [27:07:27<21:41:20,  3.77s/it]
 55%|█████▌    | 25602/46302 [27:07:31<21:41:05,  3.77s/it]
 55%|█████▌    | 25603/46302 [27:07:35<21:40:46,  3.77s/it]
 55%|█████▌    | 25604/46302 [27:07:39<21:40:35,  3.77s/it]
 55%|█████▌    | 25605/46302 [27:07:42<21:40:39,  3.77s/it]
 55%|█████▌    | 25606/46302 [27:07:46<21:40:47,  3.77s/it]
 55%|█████▌    | 25607/46302 [27:07:50<21:40:40,  3.77s/it]
 55%|█████▌    | 25608/46302 [27:07:54<21:40:42,  3.77s/it]
 55%|█████▌    | 25609/46302 [27:07:57<21:40:40,  3.77s/it]
 55%|█████▌    | 25610/46302 [27:08:01<21:40:43,  3.77s/it]
 55%|█████▌    | 25611/46302 [27:08:05<21:40:41,  3.77s/it]
 55%|█████▌    | 25612/46302 [27:08:09<21:40:08,  3.77s/it]
 55%|█████▌    | 25613/46302 [27:08:13<21:40:18,  3.77s/it]
 55%|█████▌    | 25614/46302 [27:08:16<21:40:10,  3.77s/it]
 55%|█████▌    | 25615/46302 [27:08:20<21:40:04,  3.77s/it]
 55%|█████▌    | 25616/46302 [27:08:24<21:40:06,  3.77s/it]
 55%|█████▌    | 25617/46302 [27:08:28<21:39:26,  3.77s/it]
 55%|█████▌    | 25618/46302 [27:08:31<21:39:06,  3.77s/it]
 55%|█████▌    | 25619/46302 [27:08:35<21:38:45,  3.77s/it]
 55%|█████▌    | 25620/46302 [27:08:39<21:38:33,  3.77s/it]
 55%|█████▌    | 25621/46302 [27:08:43<21:38:38,  3.77s/it]
 55%|█████▌    | 25622/46302 [27:08:46<21:39:07,  3.77s/it]
 55%|█████▌    | 25623/46302 [27:08:50<21:38:56,  3.77s/it]
 55%|█████▌    | 25624/46302 [27:08:54<21:39:08,  3.77s/it]
 55%|█████▌    | 25625/46302 [27:08:58<21:39:26,  3.77s/it]
 55%|█████▌    | 25626/46302 [27:09:02<21:39:17,  3.77s/it]
 55%|█████▌    | 25627/46302 [27:09:05<21:39:24,  3.77s/it]
 55%|█████▌    | 25628/46302 [27:09:09<21:39:09,  3.77s/it]
 55%|█████▌    | 25629/46302 [27:09:13<21:39:15,  3.77s/it]
 55%|█████▌    | 25630/46302 [27:09:17<21:39:21,  3.77s/it]
 55%|█████▌    | 25631/46302 [27:09:20<21:39:14,  3.77s/it]
 55%|█████▌    | 25632/46302 [27:09:24<21:38:56,  3.77s/it]
 55%|█████▌    | 25633/46302 [27:09:28<21:39:01,  3.77s/it]
 55%|█████▌    | 25634/46302 [27:09:32<21:39:08,  3.77s/it]
 55%|█████▌    | 25635/46302 [27:09:35<21:38:33,  3.77s/it]
 55%|█████▌    | 25636/46302 [27:09:39<21:38:46,  3.77s/it]
 55%|█████▌    | 25637/46302 [27:09:43<21:38:32,  3.77s/it]
 55%|█████▌    | 25638/46302 [27:09:47<21:38:42,  3.77s/it]
 55%|█████▌    | 25639/46302 [27:09:51<21:38:40,  3.77s/it]
 55%|█████▌    | 25640/46302 [27:09:54<21:38:40,  3.77s/it]
 55%|█████▌    | 25641/46302 [27:09:58<21:38:32,  3.77s/it]
 55%|█████▌    | 25642/46302 [27:10:02<21:38:37,  3.77s/it]
 55%|█████▌    | 25643/46302 [27:10:06<21:38:35,  3.77s/it]
 55%|█████▌    | 25644/46302 [27:10:09<21:38:26,  3.77s/it]
 55%|█████▌    | 25645/46302 [27:10:13<21:38:30,  3.77s/it]
 55%|█████▌    | 25646/46302 [27:10:17<21:38:40,  3.77s/it]
 55%|█████▌    | 25647/46302 [27:10:21<21:38:46,  3.77s/it]
 55%|█████▌    | 25648/46302 [27:10:25<21:38:28,  3.77s/it]
 55%|█████▌    | 25649/46302 [27:10:28<21:38:30,  3.77s/it]
 55%|█████▌    | 25650/46302 [27:10:32<21:38:25,  3.77s/it]
 55%|█████▌    | 25651/46302 [27:10:36<21:38:00,  3.77s/it]
 55%|█████▌    | 25652/46302 [27:10:40<21:37:30,  3.77s/it]
 55%|█████▌    | 25653/46302 [27:10:43<21:37:37,  3.77s/it]
 55%|█████▌    | 25654/46302 [27:10:47<21:37:24,  3.77s/it]
 55%|█████▌    | 25655/46302 [27:10:51<21:37:47,  3.77s/it]
 55%|█████▌    | 25656/46302 [27:10:55<21:37:14,  3.77s/it]
 55%|█████▌    | 25657/46302 [27:10:58<21:37:13,  3.77s/it]
 55%|█████▌    | 25658/46302 [27:11:02<21:36:58,  3.77s/it]
 55%|█████▌    | 25659/46302 [27:11:06<21:37:09,  3.77s/it]
 55%|█████▌    | 25660/46302 [27:11:10<21:37:17,  3.77s/it]
 55%|█████▌    | 25661/46302 [27:11:14<21:36:45,  3.77s/it]
 55%|█████▌    | 25662/46302 [27:11:17<21:36:38,  3.77s/it]
 55%|█████▌    | 25663/46302 [27:11:21<21:36:27,  3.77s/it]
 55%|█████▌    | 25664/46302 [27:11:25<21:36:20,  3.77s/it]
 55%|█████▌    | 25665/46302 [27:11:29<21:36:22,  3.77s/it]
 55%|█████▌    | 25666/46302 [27:11:32<21:36:13,  3.77s/it]
 55%|█████▌    | 25667/46302 [27:11:36<21:36:03,  3.77s/it]
 55%|█████▌    | 25668/46302 [27:11:40<21:35:42,  3.77s/it]
 55%|█████▌    | 25669/46302 [27:11:44<21:35:28,  3.77s/it]
 55%|█████▌    | 25670/46302 [27:11:47<21:35:30,  3.77s/it]
 55%|█████▌    | 25671/46302 [27:11:51<21:35:42,  3.77s/it]
 55%|█████▌    | 25672/46302 [27:11:55<21:35:53,  3.77s/it]
 55%|█████▌    | 25673/46302 [27:11:59<21:36:05,  3.77s/it]
 55%|█████▌    | 25674/46302 [27:12:03<21:36:00,  3.77s/it]
 55%|█████▌    | 25675/46302 [27:12:06<21:35:59,  3.77s/it]
 55%|█████▌    | 25676/46302 [27:12:10<21:35:42,  3.77s/it]
 55%|█████▌    | 25677/46302 [27:12:14<21:35:29,  3.77s/it]
 55%|█████▌    | 25678/46302 [27:12:18<21:35:29,  3.77s/it]
 55%|█████▌    | 25679/46302 [27:12:21<21:35:29,  3.77s/it]
 55%|█████▌    | 25680/46302 [27:12:25<21:35:26,  3.77s/it]
 55%|█████▌    | 25681/46302 [27:12:29<21:34:58,  3.77s/it]
 55%|█████▌    | 25682/46302 [27:12:33<21:34:52,  3.77s/it]
 55%|█████▌    | 25683/46302 [27:12:36<21:35:01,  3.77s/it]
 55%|█████▌    | 25684/46302 [27:12:40<21:34:59,  3.77s/it]
 55%|█████▌    | 25685/46302 [27:12:44<21:34:59,  3.77s/it]
 55%|█████▌    | 25686/46302 [27:12:48<21:34:50,  3.77s/it]
 55%|█████▌    | 25687/46302 [27:12:52<21:34:47,  3.77s/it]
 55%|█████▌    | 25688/46302 [27:12:55<21:34:26,  3.77s/it]
 55%|█████▌    | 25689/46302 [27:12:59<21:34:29,  3.77s/it]
 55%|█████▌    | 25690/46302 [27:13:03<21:34:44,  3.77s/it]
 55%|█████▌    | 25691/46302 [27:13:07<21:34:49,  3.77s/it]
 55%|█████▌    | 25692/46302 [27:13:10<21:35:02,  3.77s/it]
 55%|█████▌    | 25693/46302 [27:13:14<21:34:46,  3.77s/it]
 55%|█████▌    | 25694/46302 [27:13:18<21:34:15,  3.77s/it]
 55%|█████▌    | 25695/46302 [27:13:22<21:34:21,  3.77s/it]
 55%|█████▌    | 25696/46302 [27:13:25<21:34:01,  3.77s/it]
 55%|█████▌    | 25697/46302 [27:13:29<21:33:44,  3.77s/it]
 56%|█████▌    | 25698/46302 [27:13:33<21:33:39,  3.77s/it]
 56%|█████▌    | 25699/46302 [27:13:37<21:33:45,  3.77s/it]
 56%|█████▌    | 25700/46302 [27:13:41<21:33:44,  3.77s/it]
 56%|█████▌    | 25701/46302 [27:13:44<21:34:04,  3.77s/it]
 56%|█████▌    | 25702/46302 [27:13:48<21:34:02,  3.77s/it]
 56%|█████▌    | 25703/46302 [27:13:52<21:34:11,  3.77s/it]
 56%|█████▌    | 25704/46302 [27:13:56<21:33:57,  3.77s/it]
 56%|█████▌    | 25705/46302 [27:13:59<21:33:59,  3.77s/it]
 56%|█████▌    | 25706/46302 [27:14:03<21:33:50,  3.77s/it]
 56%|█████▌    | 25707/46302 [27:14:07<21:34:04,  3.77s/it]
 56%|█████▌    | 25708/46302 [27:14:11<21:33:29,  3.77s/it]
 56%|█████▌    | 25709/46302 [27:14:14<21:33:46,  3.77s/it]
 56%|█████▌    | 25710/46302 [27:14:18<21:33:25,  3.77s/it]
 56%|█████▌    | 25711/46302 [27:14:22<21:33:31,  3.77s/it]
 56%|█████▌    | 25712/46302 [27:14:26<21:33:28,  3.77s/it]
 56%|█████▌    | 25713/46302 [27:14:30<21:33:35,  3.77s/it]
 56%|█████▌    | 25714/46302 [27:14:33<21:33:30,  3.77s/it]
 56%|█████▌    | 25715/46302 [27:14:37<21:33:23,  3.77s/it]
 56%|█████▌    | 25716/46302 [27:14:41<21:33:14,  3.77s/it]
 56%|█████▌    | 25717/46302 [27:14:45<21:33:06,  3.77s/it]
 56%|█████▌    | 25718/46302 [27:14:48<21:33:03,  3.77s/it]
 56%|█████▌    | 25719/46302 [27:14:52<21:32:57,  3.77s/it]
 56%|█████▌    | 25720/46302 [27:14:56<21:33:02,  3.77s/it]
 56%|█████▌    | 25721/46302 [27:15:00<21:33:03,  3.77s/it]
 56%|█████▌    | 25722/46302 [27:15:03<21:33:02,  3.77s/it]
 56%|█████▌    | 25723/46302 [27:15:07<21:32:53,  3.77s/it]
 56%|█████▌    | 25724/46302 [27:15:11<21:32:42,  3.77s/it]
 56%|█████▌    | 25725/46302 [27:15:15<21:32:36,  3.77s/it]
 56%|█████▌    | 25726/46302 [27:15:19<21:32:32,  3.77s/it]
 56%|█████▌    | 25727/46302 [27:15:22<21:32:27,  3.77s/it]
 56%|█████▌    | 25728/46302 [27:15:26<21:32:09,  3.77s/it]
 56%|█████▌    | 25729/46302 [27:15:30<21:31:57,  3.77s/it]
 56%|█████▌    | 25730/46302 [27:15:34<21:31:42,  3.77s/it]
 56%|█████▌    | 25731/46302 [27:15:37<21:31:46,  3.77s/it]
 56%|█████▌    | 25732/46302 [27:15:41<21:31:46,  3.77s/it]
 56%|█████▌    | 25733/46302 [27:15:45<21:31:56,  3.77s/it]
 56%|█████▌    | 25734/46302 [27:15:49<21:32:03,  3.77s/it]
 56%|█████▌    | 25735/46302 [27:15:52<21:31:54,  3.77s/it]
 56%|█████▌    | 25736/46302 [27:15:56<21:31:47,  3.77s/it]
 56%|█████▌    | 25737/46302 [27:16:00<21:31:31,  3.77s/it]
 56%|█████▌    | 25738/46302 [27:16:04<21:31:58,  3.77s/it]
 56%|█████▌    | 25739/46302 [27:16:08<21:31:54,  3.77s/it]
 56%|█████▌    | 25740/46302 [27:16:11<21:32:17,  3.77s/it]
 56%|█████▌    | 25741/46302 [27:16:15<21:32:02,  3.77s/it]
 56%|█████▌    | 25742/46302 [27:16:19<21:31:53,  3.77s/it]
 56%|█████▌    | 25743/46302 [27:16:23<21:31:44,  3.77s/it]
 56%|█████▌    | 25744/46302 [27:16:26<21:31:59,  3.77s/it]
 56%|█████▌    | 25745/46302 [27:16:30<21:31:47,  3.77s/it]
 56%|█████▌    | 25746/46302 [27:16:34<21:31:59,  3.77s/it]
 56%|█████▌    | 25747/46302 [27:16:38<21:32:00,  3.77s/it]
 56%|█████▌    | 25748/46302 [27:16:41<21:31:29,  3.77s/it]
 56%|█████▌    | 25749/46302 [27:16:45<21:31:41,  3.77s/it]
 56%|█████▌    | 25750/46302 [27:16:49<21:31:24,  3.77s/it]
 56%|█████▌    | 25751/46302 [27:16:53<21:31:38,  3.77s/it]
 56%|█████▌    | 25752/46302 [27:16:57<21:31:41,  3.77s/it]
 56%|█████▌    | 25753/46302 [27:17:00<21:31:42,  3.77s/it]
 56%|█████▌    | 25754/46302 [27:17:04<21:31:34,  3.77s/it]
 56%|█████▌    | 25755/46302 [27:17:08<21:31:40,  3.77s/it]
 56%|█████▌    | 25756/46302 [27:17:12<21:31:13,  3.77s/it]
 56%|█████▌    | 25757/46302 [27:17:15<21:31:05,  3.77s/it]
 56%|█████▌    | 25758/46302 [27:17:19<21:30:58,  3.77s/it]
 56%|█████▌    | 25759/46302 [27:17:23<21:30:57,  3.77s/it]
 56%|█████▌    | 25760/46302 [27:17:27<21:30:58,  3.77s/it]
 56%|█████▌    | 25761/46302 [27:17:30<21:30:37,  3.77s/it]
 56%|█████▌    | 25762/46302 [27:17:34<21:30:47,  3.77s/it]
 56%|█████▌    | 25763/46302 [27:17:38<21:30:54,  3.77s/it]
 56%|█████▌    | 25764/46302 [27:17:42<21:30:40,  3.77s/it]
 56%|█████▌    | 25765/46302 [27:17:46<21:30:33,  3.77s/it]
 56%|█████▌    | 25766/46302 [27:17:49<21:30:31,  3.77s/it]
 56%|█████▌    | 25767/46302 [27:17:53<21:30:36,  3.77s/it]
 56%|█████▌    | 25768/46302 [27:17:57<21:30:41,  3.77s/it]
 56%|█████▌    | 25769/46302 [27:18:01<21:30:33,  3.77s/it]
 56%|█████▌    | 25770/46302 [27:18:04<21:30:07,  3.77s/it]
 56%|█████▌    | 25771/46302 [27:18:08<21:29:54,  3.77s/it]
 56%|█████▌    | 25772/46302 [27:18:12<21:29:54,  3.77s/it]
 56%|█████▌    | 25773/46302 [27:18:16<21:29:59,  3.77s/it]
 56%|█████▌    | 25774/46302 [27:18:19<21:30:02,  3.77s/it]
 56%|█████▌    | 25775/46302 [27:18:23<21:29:40,  3.77s/it]
 56%|█████▌    | 25776/46302 [27:18:27<21:29:07,  3.77s/it]
 56%|█████▌    | 25777/46302 [27:18:31<21:29:27,  3.77s/it]
 56%|█████▌    | 25778/46302 [27:18:35<21:29:11,  3.77s/it]
 56%|█████▌    | 25779/46302 [27:18:38<21:29:29,  3.77s/it]
 56%|█████▌    | 25780/46302 [27:18:42<21:29:32,  3.77s/it]
 56%|█████▌    | 25781/46302 [27:18:46<21:29:34,  3.77s/it]
 56%|█████▌    | 25782/46302 [27:18:50<21:29:42,  3.77s/it]
 56%|█████▌    | 25783/46302 [27:18:53<21:29:57,  3.77s/it]
 56%|█████▌    | 25784/46302 [27:18:57<21:29:40,  3.77s/it]
 56%|█████▌    | 25785/46302 [27:19:01<21:29:52,  3.77s/it]
 56%|█████▌    | 25786/46302 [27:19:05<21:29:44,  3.77s/it]
 56%|█████▌    | 25787/46302 [27:19:09<21:29:45,  3.77s/it]
 56%|█████▌    | 25788/46302 [27:19:12<21:29:41,  3.77s/it]
 56%|█████▌    | 25789/46302 [27:19:16<21:29:44,  3.77s/it]
 56%|█████▌    | 25790/46302 [27:19:20<21:29:27,  3.77s/it]
 56%|█████▌    | 25791/46302 [27:19:24<21:29:26,  3.77s/it]
 56%|█████▌    | 25792/46302 [27:19:27<21:29:13,  3.77s/it]
 56%|█████▌    | 25793/46302 [27:19:31<21:28:51,  3.77s/it]
 56%|█████▌    | 25794/46302 [27:19:35<21:29:01,  3.77s/it]
 56%|█████▌    | 25795/46302 [27:19:39<21:28:36,  3.77s/it]
 56%|█████▌    | 25796/46302 [27:19:42<21:28:14,  3.77s/it]
 56%|█████▌    | 25797/46302 [27:19:46<21:28:06,  3.77s/it]
 56%|█████▌    | 25798/46302 [27:19:50<21:27:41,  3.77s/it]
 56%|█████▌    | 25799/46302 [27:19:54<21:27:38,  3.77s/it]
 56%|█████▌    | 25800/46302 [27:19:58<21:27:46,  3.77s/it]
 56%|█████▌    | 25801/46302 [27:20:01<21:27:58,  3.77s/it]
 56%|█████▌    | 25802/46302 [27:20:05<21:27:46,  3.77s/it]
 56%|█████▌    | 25803/46302 [27:20:09<21:30:04,  3.78s/it]
 56%|█████▌    | 25804/46302 [27:20:13<21:32:44,  3.78s/it]
 56%|█████▌    | 25805/46302 [27:20:16<21:34:58,  3.79s/it]
 56%|█████▌    | 25806/46302 [27:20:20<21:37:15,  3.80s/it]
 56%|█████▌    | 25807/46302 [27:20:24<21:39:13,  3.80s/it]
 56%|█████▌    | 25808/46302 [27:20:28<21:40:39,  3.81s/it]
 56%|█████▌    | 25809/46302 [27:20:32<21:41:34,  3.81s/it]
 56%|█████▌    | 25810/46302 [27:20:36<21:42:13,  3.81s/it]
 56%|█████▌    | 25811/46302 [27:20:39<21:42:27,  3.81s/it]
 56%|█████▌    | 25812/46302 [27:20:43<21:43:02,  3.82s/it]
 56%|█████▌    | 25813/46302 [27:20:47<21:43:37,  3.82s/it]
 56%|█████▌    | 25814/46302 [27:20:51<21:43:46,  3.82s/it]
 56%|█████▌    | 25815/46302 [27:20:55<21:43:29,  3.82s/it]
 56%|█████▌    | 25816/46302 [27:20:58<21:43:35,  3.82s/it]
 56%|█████▌    | 25817/46302 [27:21:02<21:43:45,  3.82s/it]
 56%|█████▌    | 25818/46302 [27:21:06<21:43:29,  3.82s/it]
 56%|█████▌    | 25819/46302 [27:21:10<21:43:41,  3.82s/it]
 56%|█████▌    | 25820/46302 [27:21:14<21:43:31,  3.82s/it]
 56%|█████▌    | 25821/46302 [27:21:18<21:43:26,  3.82s/it]
 56%|█████▌    | 25822/46302 [27:21:21<21:43:26,  3.82s/it]
 56%|█████▌    | 25823/46302 [27:21:25<21:43:13,  3.82s/it]
 56%|█████▌    | 25824/46302 [27:21:29<21:42:48,  3.82s/it]
 56%|█████▌    | 25825/46302 [27:21:33<21:43:03,  3.82s/it]
 56%|█████▌    | 25826/46302 [27:21:37<21:42:45,  3.82s/it]
 56%|█████▌    | 25827/46302 [27:21:40<21:42:48,  3.82s/it]
 56%|█████▌    | 25828/46302 [27:21:44<21:42:19,  3.82s/it]
 56%|█████▌    | 25829/46302 [27:21:48<21:42:40,  3.82s/it]
 56%|█████▌    | 25830/46302 [27:21:52<21:42:49,  3.82s/it]
 56%|█████▌    | 25831/46302 [27:21:56<21:42:58,  3.82s/it]
 56%|█████▌    | 25832/46302 [27:22:00<21:43:11,  3.82s/it]
 56%|█████▌    | 25833/46302 [27:22:03<21:43:14,  3.82s/it]
 56%|█████▌    | 25834/46302 [27:22:07<21:43:00,  3.82s/it]
 56%|█████▌    | 25835/46302 [27:22:11<21:42:42,  3.82s/it]
 56%|█████▌    | 25836/46302 [27:22:15<21:42:38,  3.82s/it]
 56%|█████▌    | 25837/46302 [27:22:19<21:42:27,  3.82s/it]
 56%|█████▌    | 25838/46302 [27:22:22<21:42:00,  3.82s/it]
 56%|█████▌    | 25839/46302 [27:22:26<21:42:01,  3.82s/it]
 56%|█████▌    | 25840/46302 [27:22:30<21:42:08,  3.82s/it]
 56%|█████▌    | 25841/46302 [27:22:34<21:42:31,  3.82s/it]
 56%|█████▌    | 25842/46302 [27:22:38<21:42:14,  3.82s/it]
 56%|█████▌    | 25843/46302 [27:22:42<21:42:24,  3.82s/it]
 56%|█████▌    | 25844/46302 [27:22:45<21:42:18,  3.82s/it]
 56%|█████▌    | 25845/46302 [27:22:49<21:42:30,  3.82s/it]
 56%|█████▌    | 25846/46302 [27:22:53<21:42:18,  3.82s/it]
 56%|█████▌    | 25847/46302 [27:22:57<21:41:58,  3.82s/it]
 56%|█████▌    | 25848/46302 [27:23:01<21:42:02,  3.82s/it]
 56%|█████▌    | 25849/46302 [27:23:04<21:42:29,  3.82s/it]
 56%|█████▌    | 25850/46302 [27:23:08<21:42:07,  3.82s/it]
 56%|█████▌    | 25851/46302 [27:23:12<21:41:55,  3.82s/it]
 56%|█████▌    | 25852/46302 [27:23:16<21:42:03,  3.82s/it]
 56%|█████▌    | 25853/46302 [27:23:20<21:41:58,  3.82s/it]
 56%|█████▌    | 25854/46302 [27:23:24<21:41:33,  3.82s/it]
 56%|█████▌    | 25855/46302 [27:23:27<21:41:22,  3.82s/it]
 56%|█████▌    | 25856/46302 [27:23:31<21:40:49,  3.82s/it]
 56%|█████▌    | 25857/46302 [27:23:35<21:40:43,  3.82s/it]
 56%|█████▌    | 25858/46302 [27:23:39<21:40:33,  3.82s/it]
 56%|█████▌    | 25859/46302 [27:23:43<21:40:38,  3.82s/it]
 56%|█████▌    | 25860/46302 [27:23:46<21:40:07,  3.82s/it]
 56%|█████▌    | 25861/46302 [27:23:50<21:39:57,  3.82s/it]
 56%|█████▌    | 25862/46302 [27:23:54<21:40:07,  3.82s/it]
 56%|█████▌    | 25863/46302 [27:23:58<21:40:17,  3.82s/it]
 56%|█████▌    | 25864/46302 [27:24:02<21:40:42,  3.82s/it]
 56%|█████▌    | 25865/46302 [27:24:06<21:40:43,  3.82s/it]
 56%|█████▌    | 25866/46302 [27:24:09<21:40:32,  3.82s/it]
 56%|█████▌    | 25867/46302 [27:24:13<21:40:46,  3.82s/it]
 56%|█████▌    | 25868/46302 [27:24:17<21:40:53,  3.82s/it]
 56%|█████▌    | 25869/46302 [27:24:21<21:40:57,  3.82s/it]
 56%|█████▌    | 25870/46302 [27:24:25<21:41:00,  3.82s/it]
 56%|█████▌    | 25871/46302 [27:24:28<21:40:26,  3.82s/it]
 56%|█████▌    | 25872/46302 [27:24:32<21:40:08,  3.82s/it]
 56%|█████▌    | 25873/46302 [27:24:36<21:40:12,  3.82s/it]
 56%|█████▌    | 25874/46302 [27:24:40<21:40:29,  3.82s/it]
 56%|█████▌    | 25875/46302 [27:24:44<21:40:33,  3.82s/it]
 56%|█████▌    | 25876/46302 [27:24:48<21:40:03,  3.82s/it]
 56%|█████▌    | 25877/46302 [27:24:51<21:40:24,  3.82s/it]
 56%|█████▌    | 25878/46302 [27:24:55<21:40:20,  3.82s/it]
 56%|█████▌    | 25879/46302 [27:24:59<21:39:56,  3.82s/it]
 56%|█████▌    | 25880/46302 [27:25:03<21:39:34,  3.82s/it]
 56%|█████▌    | 25881/46302 [27:25:07<21:39:12,  3.82s/it]
 56%|█████▌    | 25882/46302 [27:25:10<21:39:07,  3.82s/it]
 56%|█████▌    | 25883/46302 [27:25:14<21:39:36,  3.82s/it]
 56%|█████▌    | 25884/46302 [27:25:18<21:38:52,  3.82s/it]
 56%|█████▌    | 25885/46302 [27:25:22<21:38:52,  3.82s/it]
 56%|█████▌    | 25886/46302 [27:25:26<21:39:11,  3.82s/it]
 56%|█████▌    | 25887/46302 [27:25:30<21:39:26,  3.82s/it]
 56%|█████▌    | 25888/46302 [27:25:33<21:39:11,  3.82s/it]
 56%|█████▌    | 25889/46302 [27:25:37<21:39:29,  3.82s/it]
 56%|█████▌    | 25890/46302 [27:25:41<21:39:22,  3.82s/it]
 56%|█████▌    | 25891/46302 [27:25:45<21:39:31,  3.82s/it]
 56%|█████▌    | 25892/46302 [27:25:49<21:39:22,  3.82s/it]
 56%|█████▌    | 25893/46302 [27:25:52<21:39:18,  3.82s/it]
 56%|█████▌    | 25894/46302 [27:25:56<21:38:54,  3.82s/it]
 56%|█████▌    | 25895/46302 [27:26:00<21:39:07,  3.82s/it]
 56%|█████▌    | 25896/46302 [27:26:04<21:39:04,  3.82s/it]
 56%|█████▌    | 25897/46302 [27:26:08<21:38:57,  3.82s/it]
 56%|█████▌    | 25898/46302 [27:26:12<21:38:45,  3.82s/it]
 56%|█████▌    | 25899/46302 [27:26:15<21:38:27,  3.82s/it]
 56%|█████▌    | 25900/46302 [27:26:19<21:38:40,  3.82s/it]
 56%|█████▌    | 25901/46302 [27:26:23<21:38:40,  3.82s/it]
 56%|█████▌    | 25902/46302 [27:26:27<21:38:03,  3.82s/it]
 56%|█████▌    | 25903/46302 [27:26:31<21:38:12,  3.82s/it]
 56%|█████▌    | 25904/46302 [27:26:35<21:38:08,  3.82s/it]
 56%|█████▌    | 25905/46302 [27:26:38<21:37:54,  3.82s/it]
 56%|█████▌    | 25906/46302 [27:26:42<21:37:18,  3.82s/it]
 56%|█████▌    | 25907/46302 [27:26:46<21:37:35,  3.82s/it]
 56%|█████▌    | 25908/46302 [27:26:50<21:37:57,  3.82s/it]
 56%|█████▌    | 25909/46302 [27:26:54<21:38:05,  3.82s/it]
 56%|█████▌    | 25910/46302 [27:26:57<21:37:50,  3.82s/it]
 56%|█████▌    | 25911/46302 [27:27:01<21:38:00,  3.82s/it]
 56%|█████▌    | 25912/46302 [27:27:05<21:37:58,  3.82s/it]
 56%|█████▌    | 25913/46302 [27:27:09<21:37:55,  3.82s/it]
 56%|█████▌    | 25914/46302 [27:27:13<21:38:03,  3.82s/it]
 56%|█████▌    | 25915/46302 [27:27:17<21:38:09,  3.82s/it]
 56%|█████▌    | 25916/46302 [27:27:20<21:38:03,  3.82s/it]
 56%|█████▌    | 25917/46302 [27:27:24<21:37:01,  3.82s/it]
 56%|█████▌    | 25918/46302 [27:27:28<21:36:44,  3.82s/it]
 56%|█████▌    | 25919/46302 [27:27:32<21:36:46,  3.82s/it]
 56%|█████▌    | 25920/46302 [27:27:36<21:37:15,  3.82s/it]
 56%|█████▌    | 25921/46302 [27:27:39<21:37:31,  3.82s/it]
 56%|█████▌    | 25922/46302 [27:27:43<21:37:34,  3.82s/it]
 56%|█████▌    | 25923/46302 [27:27:47<21:37:01,  3.82s/it]
 56%|█████▌    | 25924/46302 [27:27:51<21:35:23,  3.81s/it]
 56%|█████▌    | 25925/46302 [27:27:55<21:35:42,  3.82s/it]
 56%|█████▌    | 25926/46302 [27:27:58<21:35:53,  3.82s/it]
 56%|█████▌    | 25927/46302 [27:28:02<21:35:38,  3.82s/it]
 56%|█████▌    | 25928/46302 [27:28:06<21:35:00,  3.81s/it]
 56%|█████▌    | 25929/46302 [27:28:10<21:34:27,  3.81s/it]
 56%|█████▌    | 25930/46302 [27:28:14<21:35:23,  3.82s/it]
 56%|█████▌    | 25931/46302 [27:28:18<21:35:35,  3.82s/it]
 56%|█████▌    | 25932/46302 [27:28:21<21:35:38,  3.82s/it]
 56%|█████▌    | 25933/46302 [27:28:25<21:35:47,  3.82s/it]
 56%|█████▌    | 25934/46302 [27:28:29<21:36:10,  3.82s/it]
 56%|█████▌    | 25935/46302 [27:28:33<21:36:32,  3.82s/it]
 56%|█████▌    | 25936/46302 [27:28:37<21:36:29,  3.82s/it]
 56%|█████▌    | 25937/46302 [27:28:40<21:36:42,  3.82s/it]
 56%|█████▌    | 25938/46302 [27:28:44<21:36:49,  3.82s/it]
 56%|█████▌    | 25939/46302 [27:28:48<21:36:53,  3.82s/it]
 56%|█████▌    | 25940/46302 [27:28:52<21:36:42,  3.82s/it]
 56%|█████▌    | 25941/46302 [27:28:56<21:36:40,  3.82s/it]
 56%|█████▌    | 25942/46302 [27:29:00<21:36:12,  3.82s/it]
 56%|█████▌    | 25943/46302 [27:29:03<21:36:08,  3.82s/it]
 56%|█████▌    | 25944/46302 [27:29:07<21:36:17,  3.82s/it]
 56%|█████▌    | 25945/46302 [27:29:11<21:36:05,  3.82s/it]
 56%|█████▌    | 25946/46302 [27:29:15<21:36:03,  3.82s/it]
 56%|█████▌    | 25947/46302 [27:29:19<21:35:54,  3.82s/it]
 56%|█████▌    | 25948/46302 [27:29:23<21:35:33,  3.82s/it]
 56%|█████▌    | 25949/46302 [27:29:26<21:35:47,  3.82s/it]
 56%|█████▌    | 25950/46302 [27:29:30<21:35:46,  3.82s/it]
 56%|█████▌    | 25951/46302 [27:29:34<21:35:12,  3.82s/it]
 56%|█████▌    | 25952/46302 [27:29:38<21:35:27,  3.82s/it]
 56%|█████▌    | 25953/46302 [27:29:42<21:35:31,  3.82s/it]
 56%|█████▌    | 25954/46302 [27:29:45<21:35:16,  3.82s/it]
 56%|█████▌    | 25955/46302 [27:29:49<21:34:46,  3.82s/it]
 56%|█████▌    | 25956/46302 [27:29:53<21:34:53,  3.82s/it]
 56%|█████▌    | 25957/46302 [27:29:57<21:34:47,  3.82s/it]
 56%|█████▌    | 25958/46302 [27:30:01<21:34:19,  3.82s/it]
 56%|█████▌    | 25959/46302 [27:30:05<21:34:31,  3.82s/it]
 56%|█████▌    | 25960/46302 [27:30:08<21:34:45,  3.82s/it]
 56%|█████▌    | 25961/46302 [27:30:12<21:34:56,  3.82s/it]
 56%|█████▌    | 25962/46302 [27:30:16<21:34:54,  3.82s/it]
 56%|█████▌    | 25963/46302 [27:30:20<21:35:12,  3.82s/it]
 56%|█████▌    | 25964/46302 [27:30:24<21:34:49,  3.82s/it]
 56%|█████▌    | 25965/46302 [27:30:27<21:34:24,  3.82s/it]
 56%|█████▌    | 25966/46302 [27:30:31<21:34:25,  3.82s/it]
 56%|█████▌    | 25967/46302 [27:30:35<21:34:26,  3.82s/it]
 56%|█████▌    | 25968/46302 [27:30:39<21:34:43,  3.82s/it]
 56%|█████▌    | 25969/46302 [27:30:43<21:34:09,  3.82s/it]
 56%|█████▌    | 25970/46302 [27:30:47<21:34:18,  3.82s/it]
 56%|█████▌    | 25971/46302 [27:30:50<21:34:39,  3.82s/it]
 56%|█████▌    | 25972/46302 [27:30:54<21:34:29,  3.82s/it]
 56%|█████▌    | 25973/46302 [27:30:58<21:34:18,  3.82s/it]
 56%|█████▌    | 25974/46302 [27:31:02<21:34:32,  3.82s/it]
 56%|█████▌    | 25975/46302 [27:31:06<21:34:57,  3.82s/it]
 56%|█████▌    | 25976/46302 [27:31:09<21:34:49,  3.82s/it]
 56%|█████▌    | 25977/46302 [27:31:13<21:35:02,  3.82s/it]
 56%|█████▌    | 25978/46302 [27:31:17<21:35:02,  3.82s/it]
 56%|█████▌    | 25979/46302 [27:31:21<21:34:55,  3.82s/it]
 56%|█████▌    | 25980/46302 [27:31:25<21:34:32,  3.82s/it]
 56%|█████▌    | 25981/46302 [27:31:29<21:34:34,  3.82s/it]
 56%|█████▌    | 25982/46302 [27:31:32<21:34:01,  3.82s/it]
 56%|█████▌    | 25983/46302 [27:31:36<21:34:22,  3.82s/it]
 56%|█████▌    | 25984/46302 [27:31:40<21:34:23,  3.82s/it]
 56%|█████▌    | 25985/46302 [27:31:44<21:34:10,  3.82s/it]
 56%|█████▌    | 25986/46302 [27:31:48<21:33:50,  3.82s/it]
 56%|█████▌    | 25987/46302 [27:31:52<21:34:09,  3.82s/it]
 56%|█████▌    | 25988/46302 [27:31:55<21:34:17,  3.82s/it]
 56%|█████▌    | 25989/46302 [27:31:59<21:33:52,  3.82s/it]
 56%|█████▌    | 25990/46302 [27:32:03<21:33:41,  3.82s/it]
 56%|█████▌    | 25991/46302 [27:32:07<21:33:44,  3.82s/it]
 56%|█████▌    | 25992/46302 [27:32:11<21:33:25,  3.82s/it]
 56%|█████▌    | 25993/46302 [27:32:14<21:33:00,  3.82s/it]
 56%|█████▌    | 25994/46302 [27:32:18<21:33:24,  3.82s/it]
 56%|█████▌    | 25995/46302 [27:32:22<21:33:06,  3.82s/it]
 56%|█████▌    | 25996/46302 [27:32:26<21:33:09,  3.82s/it]
 56%|█████▌    | 25997/46302 [27:32:30<21:32:51,  3.82s/it]
 56%|█████▌    | 25998/46302 [27:32:34<21:33:01,  3.82s/it]
 56%|█████▌    | 25999/46302 [27:32:37<21:32:51,  3.82s/it]
 56%|█████▌    | 26000/46302 [27:32:41<21:32:55,  3.82s/it]
                                                           
{'loss': 3.2132, 'learning_rate': 0.0022407399231821994, 'epoch': 0.56}

 56%|█████▌    | 26000/46302 [27:32:41<21:32:55,  3.82s/it]
 56%|█████▌    | 26001/46302 [27:32:45<21:33:36,  3.82s/it]
 56%|█████▌    | 26002/46302 [27:32:49<21:33:35,  3.82s/it]
 56%|█████▌    | 26003/46302 [27:32:53<21:33:18,  3.82s/it]
 56%|█████▌    | 26004/46302 [27:32:56<21:33:44,  3.82s/it]
 56%|█████▌    | 26005/46302 [27:33:00<21:31:21,  3.82s/it]
 56%|█████▌    | 26006/46302 [27:33:04<21:31:33,  3.82s/it]
 56%|█████▌    | 26007/46302 [27:33:08<21:31:44,  3.82s/it]
 56%|█████▌    | 26008/46302 [27:33:12<21:32:10,  3.82s/it]
 56%|█████▌    | 26009/46302 [27:33:16<21:32:25,  3.82s/it]
 56%|█████▌    | 26010/46302 [27:33:19<21:32:20,  3.82s/it]
 56%|█████▌    | 26011/46302 [27:33:23<21:32:12,  3.82s/it]
 56%|█████▌    | 26012/46302 [27:33:27<21:32:00,  3.82s/it]
 56%|█████▌    | 26013/46302 [27:33:31<21:31:49,  3.82s/it]
 56%|█████▌    | 26014/46302 [27:33:35<21:31:38,  3.82s/it]
 56%|█████▌    | 26015/46302 [27:33:38<21:31:00,  3.82s/it]
 56%|█████▌    | 26016/46302 [27:33:42<21:31:02,  3.82s/it]
 56%|█████▌    | 26017/46302 [27:33:46<21:30:54,  3.82s/it]
 56%|█████▌    | 26018/46302 [27:33:50<21:30:37,  3.82s/it]
 56%|█████▌    | 26019/46302 [27:33:54<21:30:46,  3.82s/it]
 56%|█████▌    | 26020/46302 [27:33:58<21:31:01,  3.82s/it]
 56%|█████▌    | 26021/46302 [27:34:01<21:30:46,  3.82s/it]
 56%|█████▌    | 26022/46302 [27:34:05<21:31:05,  3.82s/it]
 56%|█████▌    | 26023/46302 [27:34:09<21:31:01,  3.82s/it]
 56%|█████▌    | 26024/46302 [27:34:13<21:31:16,  3.82s/it]
 56%|█████▌    | 26025/46302 [27:34:17<21:31:12,  3.82s/it]
 56%|█████▌    | 26026/46302 [27:34:21<21:31:11,  3.82s/it]
 56%|█████▌    | 26027/46302 [27:34:24<21:30:49,  3.82s/it]
 56%|█████▌    | 26028/46302 [27:34:28<21:30:43,  3.82s/it]
 56%|█████▌    | 26029/46302 [27:34:32<21:30:39,  3.82s/it]
 56%|█████▌    | 26030/46302 [27:34:36<21:30:37,  3.82s/it]
 56%|█████▌    | 26031/46302 [27:34:40<21:29:50,  3.82s/it]
 56%|█████▌    | 26032/46302 [27:34:43<21:29:05,  3.82s/it]
 56%|█████▌    | 26033/46302 [27:34:47<21:29:14,  3.82s/it]
 56%|█████▌    | 26034/46302 [27:34:51<21:29:24,  3.82s/it]
 56%|█████▌    | 26035/46302 [27:34:55<21:27:03,  3.81s/it]
 56%|█████▌    | 26036/46302 [27:34:59<21:27:16,  3.81s/it]
 56%|█████▌    | 26037/46302 [27:35:02<21:27:54,  3.81s/it]
 56%|█████▌    | 26038/46302 [27:35:06<21:28:33,  3.82s/it]
 56%|█████▌    | 26039/46302 [27:35:10<21:28:00,  3.81s/it]
 56%|█████▌    | 26040/46302 [27:35:14<21:28:45,  3.82s/it]
 56%|█████▌    | 26041/46302 [27:35:18<21:28:53,  3.82s/it]
 56%|█████▌    | 26042/46302 [27:35:22<21:28:53,  3.82s/it]
 56%|█████▌    | 26043/46302 [27:35:25<21:29:29,  3.82s/it]
 56%|█████▌    | 26044/46302 [27:35:29<21:29:19,  3.82s/it]
 56%|█████▋    | 26045/46302 [27:35:33<21:29:08,  3.82s/it]
 56%|█████▋    | 26046/46302 [27:35:37<21:29:24,  3.82s/it]
 56%|█████▋    | 26047/46302 [27:35:41<21:29:08,  3.82s/it]
 56%|█████▋    | 26048/46302 [27:35:44<21:29:10,  3.82s/it]
 56%|█████▋    | 26049/46302 [27:35:48<21:29:29,  3.82s/it]
 56%|█████▋    | 26050/46302 [27:35:52<21:29:14,  3.82s/it]
 56%|█████▋    | 26051/46302 [27:35:56<21:29:06,  3.82s/it]
 56%|█████▋    | 26052/46302 [27:36:00<21:29:10,  3.82s/it]
 56%|█████▋    | 26053/46302 [27:36:04<21:29:09,  3.82s/it]
 56%|█████▋    | 26054/46302 [27:36:07<21:29:04,  3.82s/it]
 56%|█████▋    | 26055/46302 [27:36:11<21:28:38,  3.82s/it]
 56%|█████▋    | 26056/46302 [27:36:15<21:28:56,  3.82s/it]
 56%|█████▋    | 26057/46302 [27:36:19<21:28:43,  3.82s/it]
 56%|█████▋    | 26058/46302 [27:36:23<21:28:17,  3.82s/it]
 56%|█████▋    | 26059/46302 [27:36:26<21:27:53,  3.82s/it]
 56%|█████▋    | 26060/46302 [27:36:30<21:28:01,  3.82s/it]
 56%|█████▋    | 26061/46302 [27:36:34<21:28:17,  3.82s/it]
 56%|█████▋    | 26062/46302 [27:36:38<21:28:19,  3.82s/it]
 56%|█████▋    | 26063/46302 [27:36:42<21:28:08,  3.82s/it]
 56%|█████▋    | 26064/46302 [27:36:46<21:28:10,  3.82s/it]
 56%|█████▋    | 26065/46302 [27:36:49<21:28:06,  3.82s/it]
 56%|█████▋    | 26066/46302 [27:36:53<21:27:52,  3.82s/it]
 56%|█████▋    | 26067/46302 [27:36:57<21:27:33,  3.82s/it]
 56%|█████▋    | 26068/46302 [27:37:01<21:27:50,  3.82s/it]
 56%|█████▋    | 26069/46302 [27:37:05<21:27:56,  3.82s/it]
 56%|█████▋    | 26070/46302 [27:37:08<21:27:40,  3.82s/it]
 56%|█████▋    | 26071/46302 [27:37:12<21:27:05,  3.82s/it]
 56%|█████▋    | 26072/46302 [27:37:16<21:27:05,  3.82s/it]
 56%|█████▋    | 26073/46302 [27:37:20<21:26:53,  3.82s/it]
 56%|█████▋    | 26074/46302 [27:37:24<21:27:15,  3.82s/it]
 56%|█████▋    | 26075/46302 [27:37:28<21:27:04,  3.82s/it]
 56%|█████▋    | 26076/46302 [27:37:31<21:27:19,  3.82s/it]
 56%|█████▋    | 26077/46302 [27:37:35<21:27:31,  3.82s/it]
 56%|█████▋    | 26078/46302 [27:37:39<21:27:21,  3.82s/it]
 56%|█████▋    | 26079/46302 [27:37:43<21:27:05,  3.82s/it]
 56%|█████▋    | 26080/46302 [27:37:47<21:27:04,  3.82s/it]
 56%|█████▋    | 26081/46302 [27:37:51<21:27:03,  3.82s/it]
 56%|█████▋    | 26082/46302 [27:37:54<21:27:05,  3.82s/it]
 56%|█████▋    | 26083/46302 [27:37:58<21:27:16,  3.82s/it]
 56%|█████▋    | 26084/46302 [27:38:02<21:27:12,  3.82s/it]
 56%|█████▋    | 26085/46302 [27:38:06<21:27:08,  3.82s/it]
 56%|█████▋    | 26086/46302 [27:38:10<21:27:03,  3.82s/it]
 56%|█████▋    | 26087/46302 [27:38:13<21:26:58,  3.82s/it]
 56%|█████▋    | 26088/46302 [27:38:17<21:27:00,  3.82s/it]
 56%|█████▋    | 26089/46302 [27:38:21<21:26:50,  3.82s/it]
 56%|█████▋    | 26090/46302 [27:38:25<21:26:46,  3.82s/it]
 56%|█████▋    | 26091/46302 [27:38:29<21:26:41,  3.82s/it]
 56%|█████▋    | 26092/46302 [27:38:33<21:26:27,  3.82s/it]
 56%|█████▋    | 26093/46302 [27:38:36<21:26:37,  3.82s/it]
 56%|█████▋    | 26094/46302 [27:38:40<21:26:37,  3.82s/it]
 56%|█████▋    | 26095/46302 [27:38:44<21:26:35,  3.82s/it]
 56%|█████▋    | 26096/46302 [27:38:48<21:26:54,  3.82s/it]
 56%|█████▋    | 26097/46302 [27:38:52<21:26:48,  3.82s/it]
 56%|█████▋    | 26098/46302 [27:38:55<21:26:41,  3.82s/it]
 56%|█████▋    | 26099/46302 [27:38:59<21:26:43,  3.82s/it]
 56%|█████▋    | 26100/46302 [27:39:03<21:26:13,  3.82s/it]
 56%|█████▋    | 26101/46302 [27:39:07<21:25:54,  3.82s/it]
 56%|█████▋    | 26102/46302 [27:39:11<21:25:44,  3.82s/it]
 56%|█████▋    | 26103/46302 [27:39:15<21:25:36,  3.82s/it]
 56%|█████▋    | 26104/46302 [27:39:18<21:25:40,  3.82s/it]
 56%|█████▋    | 26105/46302 [27:39:22<21:25:48,  3.82s/it]
 56%|█████▋    | 26106/46302 [27:39:26<21:25:46,  3.82s/it]
 56%|█████▋    | 26107/46302 [27:39:30<21:25:59,  3.82s/it]
 56%|█████▋    | 26108/46302 [27:39:34<21:26:05,  3.82s/it]
 56%|█████▋    | 26109/46302 [27:39:37<21:25:59,  3.82s/it]
 56%|█████▋    | 26110/46302 [27:39:41<21:26:06,  3.82s/it]
 56%|█████▋    | 26111/46302 [27:39:45<21:25:59,  3.82s/it]
 56%|█████▋    | 26112/46302 [27:39:49<21:25:43,  3.82s/it]
 56%|█████▋    | 26113/46302 [27:39:53<21:25:36,  3.82s/it]
 56%|█████▋    | 26114/46302 [27:39:57<21:25:30,  3.82s/it]
 56%|█████▋    | 26115/46302 [27:40:00<21:25:24,  3.82s/it]
 56%|█████▋    | 26116/46302 [27:40:04<21:25:17,  3.82s/it]
 56%|█████▋    | 26117/46302 [27:40:08<21:25:19,  3.82s/it]
 56%|█████▋    | 26118/46302 [27:40:12<21:25:07,  3.82s/it]
 56%|█████▋    | 26119/46302 [27:40:16<21:25:09,  3.82s/it]
 56%|█████▋    | 26120/46302 [27:40:19<21:25:17,  3.82s/it]
 56%|█████▋    | 26121/46302 [27:40:23<21:25:19,  3.82s/it]
 56%|█████▋    | 26122/46302 [27:40:27<21:25:17,  3.82s/it]
 56%|█████▋    | 26123/46302 [27:40:31<21:24:41,  3.82s/it]
 56%|█████▋    | 26124/46302 [27:40:35<21:24:29,  3.82s/it]
 56%|█████▋    | 26125/46302 [27:40:39<21:23:56,  3.82s/it]
 56%|█████▋    | 26126/46302 [27:40:42<21:23:45,  3.82s/it]
 56%|█████▋    | 26127/46302 [27:40:46<21:23:46,  3.82s/it]
 56%|█████▋    | 26128/46302 [27:40:50<21:23:57,  3.82s/it]
 56%|█████▋    | 26129/46302 [27:40:54<21:23:52,  3.82s/it]
 56%|█████▋    | 26130/46302 [27:40:58<21:23:56,  3.82s/it]
 56%|█████▋    | 26131/46302 [27:41:02<21:24:05,  3.82s/it]
 56%|█████▋    | 26132/46302 [27:41:05<21:24:02,  3.82s/it]
 56%|█████▋    | 26133/46302 [27:41:09<21:23:42,  3.82s/it]
 56%|█████▋    | 26134/46302 [27:41:13<21:23:57,  3.82s/it]
 56%|█████▋    | 26135/46302 [27:41:17<21:23:56,  3.82s/it]
 56%|█████▋    | 26136/46302 [27:41:21<21:23:56,  3.82s/it]
 56%|█████▋    | 26137/46302 [27:41:24<21:24:06,  3.82s/it]
 56%|█████▋    | 26138/46302 [27:41:28<21:23:52,  3.82s/it]
 56%|█████▋    | 26139/46302 [27:41:32<21:24:06,  3.82s/it]
 56%|█████▋    | 26140/46302 [27:41:36<21:24:15,  3.82s/it]
 56%|█████▋    | 26141/46302 [27:41:40<21:24:00,  3.82s/it]
 56%|█████▋    | 26142/46302 [27:41:44<21:23:48,  3.82s/it]
 56%|█████▋    | 26143/46302 [27:41:47<21:24:08,  3.82s/it]
 56%|█████▋    | 26144/46302 [27:41:51<21:23:54,  3.82s/it]
 56%|█████▋    | 26145/46302 [27:41:55<21:23:16,  3.82s/it]
 56%|█████▋    | 26146/46302 [27:41:59<21:23:03,  3.82s/it]
 56%|█████▋    | 26147/46302 [27:42:03<21:23:02,  3.82s/it]
 56%|█████▋    | 26148/46302 [27:42:06<21:23:16,  3.82s/it]
 56%|█████▋    | 26149/46302 [27:42:10<21:23:20,  3.82s/it]
 56%|█████▋    | 26150/46302 [27:42:14<21:23:07,  3.82s/it]
 56%|█████▋    | 26151/46302 [27:42:18<21:23:08,  3.82s/it]
 56%|█████▋    | 26152/46302 [27:42:22<21:22:27,  3.82s/it]
 56%|█████▋    | 26153/46302 [27:42:26<21:22:12,  3.82s/it]
 56%|█████▋    | 26154/46302 [27:42:29<21:22:11,  3.82s/it]
 56%|█████▋    | 26155/46302 [27:42:33<21:22:11,  3.82s/it]
 56%|█████▋    | 26156/46302 [27:42:37<21:22:06,  3.82s/it]
 56%|█████▋    | 26157/46302 [27:42:41<21:22:23,  3.82s/it]
 56%|█████▋    | 26158/46302 [27:42:45<21:22:20,  3.82s/it]
 56%|█████▋    | 26159/46302 [27:42:48<21:22:28,  3.82s/it]
 56%|█████▋    | 26160/46302 [27:42:52<21:22:20,  3.82s/it]
 57%|█████▋    | 26161/46302 [27:42:56<21:22:06,  3.82s/it]
 57%|█████▋    | 26162/46302 [27:43:00<21:22:14,  3.82s/it]
 57%|█████▋    | 26163/46302 [27:43:04<21:21:46,  3.82s/it]
 57%|█████▋    | 26164/46302 [27:43:08<21:21:41,  3.82s/it]
 57%|█████▋    | 26165/46302 [27:43:11<21:21:25,  3.82s/it]
 57%|█████▋    | 26166/46302 [27:43:15<21:21:30,  3.82s/it]
 57%|█████▋    | 26167/46302 [27:43:19<21:21:45,  3.82s/it]
 57%|█████▋    | 26168/46302 [27:43:23<21:21:47,  3.82s/it]
 57%|█████▋    | 26169/46302 [27:43:27<21:21:26,  3.82s/it]
 57%|█████▋    | 26170/46302 [27:43:30<21:21:31,  3.82s/it]
 57%|█████▋    | 26171/46302 [27:43:34<21:21:34,  3.82s/it]
 57%|█████▋    | 26172/46302 [27:43:38<21:21:49,  3.82s/it]
 57%|█████▋    | 26173/46302 [27:43:42<21:21:49,  3.82s/it]
 57%|█████▋    | 26174/46302 [27:43:46<21:21:42,  3.82s/it]
 57%|█████▋    | 26175/46302 [27:43:50<21:21:35,  3.82s/it]
 57%|█████▋    | 26176/46302 [27:43:53<21:21:41,  3.82s/it]
 57%|█████▋    | 26177/46302 [27:43:57<21:21:31,  3.82s/it]
 57%|█████▋    | 26178/46302 [27:44:01<21:21:27,  3.82s/it]
 57%|█████▋    | 26179/46302 [27:44:05<21:21:11,  3.82s/it]
 57%|█████▋    | 26180/46302 [27:44:09<21:21:02,  3.82s/it]
 57%|█████▋    | 26181/46302 [27:44:12<21:20:45,  3.82s/it]
 57%|█████▋    | 26182/46302 [27:44:16<21:20:58,  3.82s/it]
 57%|█████▋    | 26183/46302 [27:44:20<21:21:02,  3.82s/it]
 57%|█████▋    | 26184/46302 [27:44:24<21:21:03,  3.82s/it]
 57%|█████▋    | 26185/46302 [27:44:28<21:20:26,  3.82s/it]
 57%|█████▋    | 26186/46302 [27:44:32<21:19:48,  3.82s/it]
 57%|█████▋    | 26187/46302 [27:44:35<21:20:05,  3.82s/it]
 57%|█████▋    | 26188/46302 [27:44:39<21:20:20,  3.82s/it]
 57%|█████▋    | 26189/46302 [27:44:43<21:20:16,  3.82s/it]
 57%|█████▋    | 26190/46302 [27:44:47<21:20:27,  3.82s/it]
 57%|█████▋    | 26191/46302 [27:44:51<21:20:40,  3.82s/it]
 57%|█████▋    | 26192/46302 [27:44:55<21:20:22,  3.82s/it]
 57%|█████▋    | 26193/46302 [27:44:58<21:20:10,  3.82s/it]
 57%|█████▋    | 26194/46302 [27:45:02<21:20:15,  3.82s/it]
 57%|█████▋    | 26195/46302 [27:45:06<21:20:02,  3.82s/it]
 57%|█████▋    | 26196/46302 [27:45:10<21:20:01,  3.82s/it]
 57%|█████▋    | 26197/46302 [27:45:14<21:20:00,  3.82s/it]
 57%|█████▋    | 26198/46302 [27:45:17<21:20:06,  3.82s/it]
 57%|█████▋    | 26199/46302 [27:45:21<21:20:13,  3.82s/it]
 57%|█████▋    | 26200/46302 [27:45:25<21:20:10,  3.82s/it]
 57%|█████▋    | 26201/46302 [27:45:29<21:19:19,  3.82s/it]
 57%|█████▋    | 26202/46302 [27:45:33<21:19:25,  3.82s/it]
 57%|█████▋    | 26203/46302 [27:45:37<21:19:34,  3.82s/it]
 57%|█████▋    | 26204/46302 [27:45:40<21:19:59,  3.82s/it]
 57%|█████▋    | 26205/46302 [27:45:44<21:20:04,  3.82s/it]
 57%|█████▋    | 26206/46302 [27:45:48<21:19:51,  3.82s/it]
 57%|█████▋    | 26207/46302 [27:45:52<21:19:35,  3.82s/it]
 57%|█████▋    | 26208/46302 [27:45:56<21:19:35,  3.82s/it]
 57%|█████▋    | 26209/46302 [27:45:59<21:19:18,  3.82s/it]
 57%|█████▋    | 26210/46302 [27:46:03<21:19:00,  3.82s/it]
 57%|█████▋    | 26211/46302 [27:46:07<21:18:51,  3.82s/it]
 57%|█████▋    | 26212/46302 [27:46:11<21:18:52,  3.82s/it]
 57%|█████▋    | 26213/46302 [27:46:15<21:18:55,  3.82s/it]
 57%|█████▋    | 26214/46302 [27:46:19<21:18:21,  3.82s/it]
 57%|█████▋    | 26215/46302 [27:46:22<21:18:14,  3.82s/it]
 57%|█████▋    | 26216/46302 [27:46:26<21:18:33,  3.82s/it]
 57%|█████▋    | 26217/46302 [27:46:30<21:18:23,  3.82s/it]
 57%|█████▋    | 26218/46302 [27:46:34<21:18:32,  3.82s/it]
 57%|█████▋    | 26219/46302 [27:46:38<21:18:41,  3.82s/it]
 57%|█████▋    | 26220/46302 [27:46:41<21:18:18,  3.82s/it]
 57%|█████▋    | 26221/46302 [27:46:45<21:18:19,  3.82s/it]
 57%|█████▋    | 26222/46302 [27:46:49<21:18:21,  3.82s/it]
 57%|█████▋    | 26223/46302 [27:46:53<21:18:13,  3.82s/it]
 57%|█████▋    | 26224/46302 [27:46:57<21:17:55,  3.82s/it]
 57%|█████▋    | 26225/46302 [27:47:01<21:17:46,  3.82s/it]
 57%|█████▋    | 26226/46302 [27:47:04<21:17:39,  3.82s/it]
 57%|█████▋    | 26227/46302 [27:47:08<21:17:59,  3.82s/it]
 57%|█████▋    | 26228/46302 [27:47:12<21:17:54,  3.82s/it]
 57%|█████▋    | 26229/46302 [27:47:16<21:17:51,  3.82s/it]
 57%|█████▋    | 26230/46302 [27:47:20<21:18:04,  3.82s/it]
 57%|█████▋    | 26231/46302 [27:47:23<21:17:57,  3.82s/it]
 57%|█████▋    | 26232/46302 [27:47:27<21:17:51,  3.82s/it]
 57%|█████▋    | 26233/46302 [27:47:31<21:17:48,  3.82s/it]
 57%|█████▋    | 26234/46302 [27:47:35<21:17:34,  3.82s/it]
 57%|█████▋    | 26235/46302 [27:47:39<21:17:49,  3.82s/it]
 57%|█████▋    | 26236/46302 [27:47:43<21:17:50,  3.82s/it]
 57%|█████▋    | 26237/46302 [27:47:46<21:17:47,  3.82s/it]
 57%|█████▋    | 26238/46302 [27:47:50<21:17:20,  3.82s/it]
 57%|█████▋    | 26239/46302 [27:47:54<21:17:26,  3.82s/it]
 57%|█████▋    | 26240/46302 [27:47:58<21:17:32,  3.82s/it]
 57%|█████▋    | 26241/46302 [27:48:02<21:17:11,  3.82s/it]
 57%|█████▋    | 26242/46302 [27:48:06<21:17:12,  3.82s/it]
 57%|█████▋    | 26243/46302 [27:48:09<21:16:57,  3.82s/it]
 57%|█████▋    | 26244/46302 [27:48:13<21:16:53,  3.82s/it]
 57%|█████▋    | 26245/46302 [27:48:17<21:16:52,  3.82s/it]
 57%|█████▋    | 26246/46302 [27:48:21<21:17:09,  3.82s/it]
 57%|█████▋    | 26247/46302 [27:48:25<21:17:01,  3.82s/it]
 57%|█████▋    | 26248/46302 [27:48:28<21:17:11,  3.82s/it]
 57%|█████▋    | 26249/46302 [27:48:32<21:16:58,  3.82s/it]
 57%|█████▋    | 26250/46302 [27:48:36<21:16:56,  3.82s/it]
 57%|█████▋    | 26251/46302 [27:48:40<21:16:34,  3.82s/it]
 57%|█████▋    | 26252/46302 [27:48:44<21:15:57,  3.82s/it]
 57%|█████▋    | 26253/46302 [27:48:48<21:16:05,  3.82s/it]
 57%|█████▋    | 26254/46302 [27:48:51<21:16:04,  3.82s/it]
 57%|█████▋    | 26255/46302 [27:48:55<21:15:43,  3.82s/it]
 57%|█████▋    | 26256/46302 [27:48:59<21:16:08,  3.82s/it]
 57%|█████▋    | 26257/46302 [27:49:03<21:16:00,  3.82s/it]
 57%|█████▋    | 26258/46302 [27:49:07<21:16:16,  3.82s/it]
 57%|█████▋    | 26259/46302 [27:49:10<21:15:46,  3.82s/it]
 57%|█████▋    | 26260/46302 [27:49:14<21:15:22,  3.82s/it]
 57%|█████▋    | 26261/46302 [27:49:18<21:15:08,  3.82s/it]
 57%|█████▋    | 26262/46302 [27:49:22<21:15:16,  3.82s/it]
 57%|█████▋    | 26263/46302 [27:49:26<21:14:48,  3.82s/it]
 57%|█████▋    | 26264/46302 [27:49:30<21:14:54,  3.82s/it]
 57%|█████▋    | 26265/46302 [27:49:33<21:15:09,  3.82s/it]
 57%|█████▋    | 26266/46302 [27:49:37<21:15:02,  3.82s/it]
 57%|█████▋    | 26267/46302 [27:49:41<21:15:21,  3.82s/it]
 57%|█████▋    | 26268/46302 [27:49:45<21:15:11,  3.82s/it]
 57%|█████▋    | 26269/46302 [27:49:49<21:15:03,  3.82s/it]
 57%|█████▋    | 26270/46302 [27:49:52<21:14:47,  3.82s/it]
 57%|█████▋    | 26271/46302 [27:49:56<21:15:01,  3.82s/it]
 57%|█████▋    | 26272/46302 [27:50:00<21:15:03,  3.82s/it]
 57%|█████▋    | 26273/46302 [27:50:04<21:15:09,  3.82s/it]
 57%|█████▋    | 26274/46302 [27:50:08<21:14:43,  3.82s/it]
 57%|█████▋    | 26275/46302 [27:50:12<21:14:45,  3.82s/it]
 57%|█████▋    | 26276/46302 [27:50:15<21:14:07,  3.82s/it]
 57%|█████▋    | 26277/46302 [27:50:19<21:13:55,  3.82s/it]
 57%|█████▋    | 26278/46302 [27:50:23<21:14:04,  3.82s/it]
 57%|█████▋    | 26279/46302 [27:50:27<21:13:46,  3.82s/it]
 57%|█████▋    | 26280/46302 [27:50:31<21:13:36,  3.82s/it]
 57%|█████▋    | 26281/46302 [27:50:34<21:14:00,  3.82s/it]
 57%|█████▋    | 26282/46302 [27:50:38<21:14:01,  3.82s/it]
 57%|█████▋    | 26283/46302 [27:50:42<21:13:52,  3.82s/it]
 57%|█████▋    | 26284/46302 [27:50:46<21:13:51,  3.82s/it]
 57%|█████▋    | 26285/46302 [27:50:50<21:14:20,  3.82s/it]
 57%|█████▋    | 26286/46302 [27:50:54<21:14:05,  3.82s/it]
 57%|█████▋    | 26287/46302 [27:50:57<21:14:16,  3.82s/it]
 57%|█████▋    | 26288/46302 [27:51:01<21:12:25,  3.81s/it]
 57%|█████▋    | 26289/46302 [27:51:05<21:11:08,  3.81s/it]
 57%|█████▋    | 26290/46302 [27:51:09<21:10:13,  3.81s/it]
 57%|█████▋    | 26291/46302 [27:51:13<21:09:41,  3.81s/it]
 57%|█████▋    | 26292/46302 [27:51:16<21:08:57,  3.80s/it]
 57%|█████▋    | 26293/46302 [27:51:20<21:10:12,  3.81s/it]
 57%|█████▋    | 26294/46302 [27:51:24<21:11:19,  3.81s/it]
 57%|█████▋    | 26295/46302 [27:51:28<21:11:45,  3.81s/it]
 57%|█████▋    | 26296/46302 [27:51:32<21:12:09,  3.82s/it]
 57%|█████▋    | 26297/46302 [27:51:35<21:12:27,  3.82s/it]
 57%|█████▋    | 26298/46302 [27:51:39<21:12:57,  3.82s/it]
 57%|█████▋    | 26299/46302 [27:51:43<21:12:34,  3.82s/it]
 57%|█████▋    | 26300/46302 [27:51:47<21:12:29,  3.82s/it]
 57%|█████▋    | 26301/46302 [27:51:51<21:12:46,  3.82s/it]
 57%|█████▋    | 26302/46302 [27:51:55<21:13:10,  3.82s/it]
 57%|█████▋    | 26303/46302 [27:51:58<21:12:46,  3.82s/it]
 57%|█████▋    | 26304/46302 [27:52:02<21:13:02,  3.82s/it]
 57%|█████▋    | 26305/46302 [27:52:06<21:12:56,  3.82s/it]
 57%|█████▋    | 26306/46302 [27:52:10<21:12:47,  3.82s/it]
 57%|█████▋    | 26307/46302 [27:52:14<21:12:47,  3.82s/it]
 57%|█████▋    | 26308/46302 [27:52:17<21:12:29,  3.82s/it]
 57%|█████▋    | 26309/46302 [27:52:21<21:12:22,  3.82s/it]
 57%|█████▋    | 26310/46302 [27:52:25<21:12:12,  3.82s/it]
 57%|█████▋    | 26311/46302 [27:52:29<21:11:55,  3.82s/it]
 57%|█████▋    | 26312/46302 [27:52:33<21:11:59,  3.82s/it]
 57%|█████▋    | 26313/46302 [27:52:37<21:11:55,  3.82s/it]
 57%|█████▋    | 26314/46302 [27:52:40<21:12:10,  3.82s/it]
 57%|█████▋    | 26315/46302 [27:52:44<21:12:09,  3.82s/it]
 57%|█████▋    | 26316/46302 [27:52:48<21:12:10,  3.82s/it]
 57%|█████▋    | 26317/46302 [27:52:52<21:12:23,  3.82s/it]
 57%|█████▋    | 26318/46302 [27:52:56<21:12:02,  3.82s/it]
 57%|█████▋    | 26319/46302 [27:52:59<21:11:58,  3.82s/it]
 57%|█████▋    | 26320/46302 [27:53:03<21:12:02,  3.82s/it]
 57%|█████▋    | 26321/46302 [27:53:07<21:12:04,  3.82s/it]
 57%|█████▋    | 26322/46302 [27:53:11<21:12:10,  3.82s/it]
 57%|█████▋    | 26323/46302 [27:53:15<21:12:17,  3.82s/it]
 57%|█████▋    | 26324/46302 [27:53:19<21:12:15,  3.82s/it]
 57%|█████▋    | 26325/46302 [27:53:22<21:12:03,  3.82s/it]
 57%|█████▋    | 26326/46302 [27:53:26<21:11:58,  3.82s/it]
 57%|█████▋    | 26327/46302 [27:53:30<21:11:48,  3.82s/it]
 57%|█████▋    | 26328/46302 [27:53:34<21:11:43,  3.82s/it]
 57%|█████▋    | 26329/46302 [27:53:38<21:11:23,  3.82s/it]
 57%|█████▋    | 26330/46302 [27:53:42<21:11:33,  3.82s/it]
 57%|█████▋    | 26331/46302 [27:53:45<21:11:50,  3.82s/it]
 57%|█████▋    | 26332/46302 [27:53:49<21:11:53,  3.82s/it]
 57%|█████▋    | 26333/46302 [27:53:53<21:11:18,  3.82s/it]
 57%|█████▋    | 26334/46302 [27:53:57<21:10:58,  3.82s/it]
 57%|█████▋    | 26335/46302 [27:54:01<21:10:57,  3.82s/it]
 57%|█████▋    | 26336/46302 [27:54:04<21:11:04,  3.82s/it]
 57%|█████▋    | 26337/46302 [27:54:08<21:11:08,  3.82s/it]
 57%|█████▋    | 26338/46302 [27:54:12<21:11:07,  3.82s/it]
 57%|█████▋    | 26339/46302 [27:54:16<21:11:03,  3.82s/it]
 57%|█████▋    | 26340/46302 [27:54:20<21:11:00,  3.82s/it]
 57%|█████▋    | 26341/46302 [27:54:24<21:10:53,  3.82s/it]
 57%|█████▋    | 26342/46302 [27:54:27<21:10:48,  3.82s/it]
 57%|█████▋    | 26343/46302 [27:54:31<21:10:57,  3.82s/it]
 57%|█████▋    | 26344/46302 [27:54:35<21:10:40,  3.82s/it]
 57%|█████▋    | 26345/46302 [27:54:39<21:10:30,  3.82s/it]
 57%|█████▋    | 26346/46302 [27:54:43<21:10:18,  3.82s/it]
 57%|█████▋    | 26347/46302 [27:54:46<21:10:31,  3.82s/it]
 57%|█████▋    | 26348/46302 [27:54:50<21:10:37,  3.82s/it]
 57%|█████▋    | 26349/46302 [27:54:54<21:10:21,  3.82s/it]
 57%|█████▋    | 26350/46302 [27:54:58<21:10:29,  3.82s/it]
 57%|█████▋    | 26351/46302 [27:55:02<21:10:31,  3.82s/it]
 57%|█████▋    | 26352/46302 [27:55:06<21:10:20,  3.82s/it]
 57%|█████▋    | 26353/46302 [27:55:09<21:10:11,  3.82s/it]
 57%|█████▋    | 26354/46302 [27:55:13<21:10:27,  3.82s/it]
 57%|█████▋    | 26355/46302 [27:55:17<21:10:36,  3.82s/it]
 57%|█████▋    | 26356/46302 [27:55:21<21:10:27,  3.82s/it]
 57%|█████▋    | 26357/46302 [27:55:25<21:10:21,  3.82s/it]
 57%|█████▋    | 26358/46302 [27:55:28<21:10:26,  3.82s/it]
 57%|█████▋    | 26359/46302 [27:55:32<21:10:29,  3.82s/it]
 57%|█████▋    | 26360/46302 [27:55:36<21:10:33,  3.82s/it]
 57%|█████▋    | 26361/46302 [27:55:40<21:10:18,  3.82s/it]
 57%|█████▋    | 26362/46302 [27:55:44<21:10:13,  3.82s/it]
 57%|█████▋    | 26363/46302 [27:55:48<21:10:00,  3.82s/it]
 57%|█████▋    | 26364/46302 [27:55:51<21:09:50,  3.82s/it]
 57%|█████▋    | 26365/46302 [27:55:55<21:09:55,  3.82s/it]
 57%|█████▋    | 26366/46302 [27:55:59<21:09:45,  3.82s/it]
 57%|█████▋    | 26367/46302 [27:56:03<21:09:54,  3.82s/it]
 57%|█████▋    | 26368/46302 [27:56:07<21:09:38,  3.82s/it]
 57%|█████▋    | 26369/46302 [27:56:11<21:09:22,  3.82s/it]
 57%|█████▋    | 26370/46302 [27:56:14<21:09:27,  3.82s/it]
 57%|█████▋    | 26371/46302 [27:56:18<21:09:43,  3.82s/it]
 57%|█████▋    | 26372/46302 [27:56:22<21:09:33,  3.82s/it]
 57%|█████▋    | 26373/46302 [27:56:26<21:09:26,  3.82s/it]
 57%|█████▋    | 26374/46302 [27:56:30<21:09:35,  3.82s/it]
 57%|█████▋    | 26375/46302 [27:56:33<21:09:17,  3.82s/it]
 57%|█████▋    | 26376/46302 [27:56:37<21:09:04,  3.82s/it]
 57%|█████▋    | 26377/46302 [27:56:41<21:08:53,  3.82s/it]
 57%|█████▋    | 26378/46302 [27:56:45<21:08:58,  3.82s/it]
 57%|█████▋    | 26379/46302 [27:56:49<21:08:54,  3.82s/it]
 57%|█████▋    | 26380/46302 [27:56:53<21:09:04,  3.82s/it]
 57%|█████▋    | 26381/46302 [27:56:56<21:09:05,  3.82s/it]
 57%|█████▋    | 26382/46302 [27:57:00<21:09:20,  3.82s/it]
 57%|█████▋    | 26383/46302 [27:57:04<21:09:21,  3.82s/it]
 57%|█████▋    | 26384/46302 [27:57:08<21:08:59,  3.82s/it]
 57%|█████▋    | 26385/46302 [27:57:12<21:08:45,  3.82s/it]
 57%|█████▋    | 26386/46302 [27:57:16<21:09:04,  3.82s/it]
 57%|█████▋    | 26387/46302 [27:57:19<21:08:52,  3.82s/it]
 57%|█████▋    | 26388/46302 [27:57:23<21:08:46,  3.82s/it]
 57%|█████▋    | 26389/46302 [27:57:27<21:08:52,  3.82s/it]
 57%|█████▋    | 26390/46302 [27:57:31<21:08:46,  3.82s/it]
 57%|█████▋    | 26391/46302 [27:57:35<21:08:43,  3.82s/it]
 57%|█████▋    | 26392/46302 [27:57:38<21:08:50,  3.82s/it]
 57%|█████▋    | 26393/46302 [27:57:42<21:08:37,  3.82s/it]
 57%|█████▋    | 26394/46302 [27:57:46<21:08:36,  3.82s/it]
 57%|█████▋    | 26395/46302 [27:57:50<21:08:18,  3.82s/it]
 57%|█████▋    | 26396/46302 [27:57:54<21:08:13,  3.82s/it]
 57%|█████▋    | 26397/46302 [27:57:58<21:08:17,  3.82s/it]
 57%|█████▋    | 26398/46302 [27:58:01<21:08:05,  3.82s/it]
 57%|█████▋    | 26399/46302 [27:58:05<21:07:57,  3.82s/it]
 57%|█████▋    | 26400/46302 [27:58:09<21:07:49,  3.82s/it]
 57%|█████▋    | 26401/46302 [27:58:13<21:07:50,  3.82s/it]
 57%|█████▋    | 26402/46302 [27:58:17<21:07:30,  3.82s/it]
 57%|█████▋    | 26403/46302 [27:58:20<21:07:31,  3.82s/it]
 57%|█████▋    | 26404/46302 [27:58:24<21:07:24,  3.82s/it]
 57%|█████▋    | 26405/46302 [27:58:28<21:07:13,  3.82s/it]
 57%|█████▋    | 26406/46302 [27:58:32<21:07:11,  3.82s/it]
 57%|█████▋    | 26407/46302 [27:58:36<21:06:47,  3.82s/it]
 57%|█████▋    | 26408/46302 [27:58:40<21:06:22,  3.82s/it]
 57%|█████▋    | 26409/46302 [27:58:43<21:06:18,  3.82s/it]
 57%|█████▋    | 26410/46302 [27:58:47<21:06:19,  3.82s/it]
 57%|█████▋    | 26411/46302 [27:58:51<21:06:10,  3.82s/it]
 57%|█████▋    | 26412/46302 [27:58:55<21:06:20,  3.82s/it]
 57%|█████▋    | 26413/46302 [27:58:59<21:06:25,  3.82s/it]
 57%|█████▋    | 26414/46302 [27:59:03<21:06:34,  3.82s/it]
 57%|█████▋    | 26415/46302 [27:59:06<21:06:29,  3.82s/it]
 57%|█████▋    | 26416/46302 [27:59:10<21:06:13,  3.82s/it]
 57%|█████▋    | 26417/46302 [27:59:14<21:06:19,  3.82s/it]
 57%|█████▋    | 26418/46302 [27:59:18<21:06:28,  3.82s/it]
 57%|█████▋    | 26419/46302 [27:59:22<21:06:18,  3.82s/it]
 57%|█████▋    | 26420/46302 [27:59:25<21:06:21,  3.82s/it]
 57%|█████▋    | 26421/46302 [27:59:29<21:05:56,  3.82s/it]
 57%|█████▋    | 26422/46302 [27:59:33<21:05:53,  3.82s/it]
 57%|█████▋    | 26423/46302 [27:59:37<21:05:52,  3.82s/it]
 57%|█████▋    | 26424/46302 [27:59:41<21:05:35,  3.82s/it]
 57%|█████▋    | 26425/46302 [27:59:45<21:05:32,  3.82s/it]
 57%|█████▋    | 26426/46302 [27:59:48<21:05:35,  3.82s/it]
 57%|█████▋    | 26427/46302 [27:59:52<21:05:17,  3.82s/it]
 57%|█████▋    | 26428/46302 [27:59:56<21:05:09,  3.82s/it]
 57%|█████▋    | 26429/46302 [28:00:00<21:05:16,  3.82s/it]
 57%|█████▋    | 26430/46302 [28:00:04<21:05:06,  3.82s/it]
 57%|█████▋    | 26431/46302 [28:00:07<21:05:27,  3.82s/it]
 57%|█████▋    | 26432/46302 [28:00:11<21:05:42,  3.82s/it]
 57%|█████▋    | 26433/46302 [28:00:15<21:05:38,  3.82s/it]
 57%|█████▋    | 26434/46302 [28:00:19<21:05:46,  3.82s/it]
 57%|█████▋    | 26435/46302 [28:00:23<21:05:49,  3.82s/it]
 57%|█████▋    | 26436/46302 [28:00:27<21:05:33,  3.82s/it]
 57%|█████▋    | 26437/46302 [28:00:30<21:05:22,  3.82s/it]
 57%|█████▋    | 26438/46302 [28:00:34<21:04:58,  3.82s/it]
 57%|█████▋    | 26439/46302 [28:00:38<21:04:45,  3.82s/it]
 57%|█████▋    | 26440/46302 [28:00:42<21:04:46,  3.82s/it]
 57%|█████▋    | 26441/46302 [28:00:46<21:04:46,  3.82s/it]
 57%|█████▋    | 26442/46302 [28:00:49<21:04:43,  3.82s/it]
 57%|█████▋    | 26443/46302 [28:00:53<21:04:37,  3.82s/it]
 57%|█████▋    | 26444/46302 [28:00:57<21:04:52,  3.82s/it]
 57%|█████▋    | 26445/46302 [28:01:01<21:04:45,  3.82s/it]
 57%|█████▋    | 26446/46302 [28:01:05<21:04:10,  3.82s/it]
 57%|█████▋    | 26447/46302 [28:01:09<21:04:17,  3.82s/it]
 57%|█████▋    | 26448/46302 [28:01:12<21:04:12,  3.82s/it]
 57%|█████▋    | 26449/46302 [28:01:16<21:04:19,  3.82s/it]
 57%|█████▋    | 26450/46302 [28:01:20<21:04:20,  3.82s/it]
 57%|█████▋    | 26451/46302 [28:01:24<21:03:53,  3.82s/it]
 57%|█████▋    | 26452/46302 [28:01:28<21:04:04,  3.82s/it]
 57%|█████▋    | 26453/46302 [28:01:32<21:03:53,  3.82s/it]
 57%|█████▋    | 26454/46302 [28:01:35<21:04:02,  3.82s/it]
 57%|█████▋    | 26455/46302 [28:01:39<21:04:05,  3.82s/it]
 57%|█████▋    | 26456/46302 [28:01:43<21:03:49,  3.82s/it]
 57%|█████▋    | 26457/46302 [28:01:47<21:03:53,  3.82s/it]
 57%|█████▋    | 26458/46302 [28:01:51<21:03:47,  3.82s/it]
 57%|█████▋    | 26459/46302 [28:01:54<21:03:58,  3.82s/it]
 57%|█████▋    | 26460/46302 [28:01:58<21:03:55,  3.82s/it]
 57%|█████▋    | 26461/46302 [28:02:02<21:03:41,  3.82s/it]
 57%|█████▋    | 26462/46302 [28:02:06<21:03:50,  3.82s/it]
 57%|█████▋    | 26463/46302 [28:02:10<21:03:54,  3.82s/it]
 57%|█████▋    | 26464/46302 [28:02:14<21:03:40,  3.82s/it]
 57%|█████▋    | 26465/46302 [28:02:17<21:03:26,  3.82s/it]
 57%|█████▋    | 26466/46302 [28:02:21<21:03:13,  3.82s/it]
 57%|█████▋    | 26467/46302 [28:02:25<21:03:10,  3.82s/it]
 57%|█████▋    | 26468/46302 [28:02:29<21:03:11,  3.82s/it]
 57%|█████▋    | 26469/46302 [28:02:33<21:03:02,  3.82s/it]
 57%|█████▋    | 26470/46302 [28:02:36<21:03:10,  3.82s/it]
 57%|█████▋    | 26471/46302 [28:02:40<21:03:04,  3.82s/it]
 57%|█████▋    | 26472/46302 [28:02:44<21:02:42,  3.82s/it]
 57%|█████▋    | 26473/46302 [28:02:48<21:02:34,  3.82s/it]
 57%|█████▋    | 26474/46302 [28:02:52<21:02:26,  3.82s/it]
 57%|█████▋    | 26475/46302 [28:02:56<21:02:46,  3.82s/it]
 57%|█████▋    | 26476/46302 [28:02:59<21:02:57,  3.82s/it]
 57%|█████▋    | 26477/46302 [28:03:03<21:02:53,  3.82s/it]
 57%|█████▋    | 26478/46302 [28:03:07<21:03:09,  3.82s/it]
 57%|█████▋    | 26479/46302 [28:03:11<21:03:02,  3.82s/it]
 57%|█████▋    | 26480/46302 [28:03:15<21:02:47,  3.82s/it]
 57%|█████▋    | 26481/46302 [28:03:19<21:02:43,  3.82s/it]
 57%|█████▋    | 26482/46302 [28:03:22<21:02:44,  3.82s/it]
 57%|█████▋    | 26483/46302 [28:03:26<21:02:18,  3.82s/it]
 57%|█████▋    | 26484/46302 [28:03:30<21:02:35,  3.82s/it]
 57%|█████▋    | 26485/46302 [28:03:34<21:02:26,  3.82s/it]
 57%|█████▋    | 26486/46302 [28:03:38<21:02:15,  3.82s/it]
 57%|█████▋    | 26487/46302 [28:03:41<21:02:12,  3.82s/it]
 57%|█████▋    | 26488/46302 [28:03:45<21:02:10,  3.82s/it]
 57%|█████▋    | 26489/46302 [28:03:49<21:02:14,  3.82s/it]
 57%|█████▋    | 26490/46302 [28:03:53<21:01:59,  3.82s/it]
 57%|█████▋    | 26491/46302 [28:03:57<21:01:41,  3.82s/it]
 57%|█████▋    | 26492/46302 [28:04:01<21:01:51,  3.82s/it]
 57%|█████▋    | 26493/46302 [28:04:04<21:01:31,  3.82s/it]
 57%|█████▋    | 26494/46302 [28:04:08<21:01:27,  3.82s/it]
 57%|█████▋    | 26495/46302 [28:04:12<21:01:34,  3.82s/it]
 57%|█████▋    | 26496/46302 [28:04:16<21:00:59,  3.82s/it]
 57%|█████▋    | 26497/46302 [28:04:20<21:00:58,  3.82s/it]
 57%|█████▋    | 26498/46302 [28:04:24<21:01:22,  3.82s/it]
 57%|█████▋    | 26499/46302 [28:04:27<21:01:25,  3.82s/it]
 57%|█████▋    | 26500/46302 [28:04:31<21:01:19,  3.82s/it]
                                                           
{'loss': 3.2078, 'learning_rate': 0.0021855547216458435, 'epoch': 0.57}

 57%|█████▋    | 26500/46302 [28:04:31<21:01:19,  3.82s/it]
 57%|█████▋    | 26501/46302 [28:04:35<21:01:54,  3.82s/it]
 57%|█████▋    | 26502/46302 [28:04:39<21:01:24,  3.82s/it]
 57%|█████▋    | 26503/46302 [28:04:43<21:01:06,  3.82s/it]
 57%|█████▋    | 26504/46302 [28:04:46<21:00:52,  3.82s/it]
 57%|█████▋    | 26505/46302 [28:04:50<21:00:22,  3.82s/it]
 57%|█████▋    | 26506/46302 [28:04:54<21:00:30,  3.82s/it]
 57%|█████▋    | 26507/46302 [28:04:58<20:59:51,  3.82s/it]
 57%|█████▋    | 26508/46302 [28:05:02<21:00:02,  3.82s/it]
 57%|█████▋    | 26509/46302 [28:05:06<21:00:13,  3.82s/it]
 57%|█████▋    | 26510/46302 [28:05:09<21:00:06,  3.82s/it]
 57%|█████▋    | 26511/46302 [28:05:13<21:00:19,  3.82s/it]
 57%|█████▋    | 26512/46302 [28:05:17<21:00:16,  3.82s/it]
 57%|█████▋    | 26513/46302 [28:05:21<20:59:51,  3.82s/it]
 57%|█████▋    | 26514/46302 [28:05:25<21:00:03,  3.82s/it]
 57%|█████▋    | 26515/46302 [28:05:28<21:00:30,  3.82s/it]
 57%|█████▋    | 26516/46302 [28:05:32<21:00:11,  3.82s/it]
 57%|█████▋    | 26517/46302 [28:05:36<21:00:02,  3.82s/it]
 57%|█████▋    | 26518/46302 [28:05:40<20:59:45,  3.82s/it]
 57%|█████▋    | 26519/46302 [28:05:44<20:59:38,  3.82s/it]
 57%|█████▋    | 26520/46302 [28:05:48<20:59:17,  3.82s/it]
 57%|█████▋    | 26521/46302 [28:05:51<20:59:41,  3.82s/it]
 57%|█████▋    | 26522/46302 [28:05:55<20:59:40,  3.82s/it]
 57%|█████▋    | 26523/46302 [28:05:59<20:59:59,  3.82s/it]
 57%|█████▋    | 26524/46302 [28:06:03<20:59:50,  3.82s/it]
 57%|█████▋    | 26525/46302 [28:06:07<20:59:34,  3.82s/it]
 57%|█████▋    | 26526/46302 [28:06:10<20:59:28,  3.82s/it]
 57%|█████▋    | 26527/46302 [28:06:14<20:59:28,  3.82s/it]
 57%|█████▋    | 26528/46302 [28:06:18<20:59:34,  3.82s/it]
 57%|█████▋    | 26529/46302 [28:06:22<20:59:26,  3.82s/it]
 57%|█████▋    | 26530/46302 [28:06:26<20:59:32,  3.82s/it]
 57%|█████▋    | 26531/46302 [28:06:30<20:59:29,  3.82s/it]
 57%|█████▋    | 26532/46302 [28:06:33<20:59:17,  3.82s/it]
 57%|█████▋    | 26533/46302 [28:06:37<20:58:53,  3.82s/it]
 57%|█████▋    | 26534/46302 [28:06:41<20:58:55,  3.82s/it]
 57%|█████▋    | 26535/46302 [28:06:45<20:58:47,  3.82s/it]
 57%|█████▋    | 26536/46302 [28:06:49<20:58:21,  3.82s/it]
 57%|█████▋    | 26537/46302 [28:06:53<20:58:28,  3.82s/it]
 57%|█████▋    | 26538/46302 [28:06:56<20:58:18,  3.82s/it]
 57%|█████▋    | 26539/46302 [28:07:00<20:58:24,  3.82s/it]
 57%|█████▋    | 26540/46302 [28:07:04<20:58:19,  3.82s/it]
 57%|█████▋    | 26541/46302 [28:07:08<20:57:45,  3.82s/it]
 57%|█████▋    | 26542/46302 [28:07:12<20:57:53,  3.82s/it]
 57%|█████▋    | 26543/46302 [28:07:15<20:57:45,  3.82s/it]
 57%|█████▋    | 26544/46302 [28:07:19<20:57:42,  3.82s/it]
 57%|█████▋    | 26545/46302 [28:07:23<20:57:38,  3.82s/it]
 57%|█████▋    | 26546/46302 [28:07:27<20:57:41,  3.82s/it]
 57%|█████▋    | 26547/46302 [28:07:31<20:57:52,  3.82s/it]
 57%|█████▋    | 26548/46302 [28:07:35<20:58:01,  3.82s/it]
 57%|█████▋    | 26549/46302 [28:07:38<20:57:42,  3.82s/it]
 57%|█████▋    | 26550/46302 [28:07:42<20:57:58,  3.82s/it]
 57%|█████▋    | 26551/46302 [28:07:46<20:57:24,  3.82s/it]
 57%|█████▋    | 26552/46302 [28:07:50<20:57:17,  3.82s/it]
 57%|█████▋    | 26553/46302 [28:07:54<20:57:31,  3.82s/it]
 57%|█████▋    | 26554/46302 [28:07:57<20:57:40,  3.82s/it]
 57%|█████▋    | 26555/46302 [28:08:01<20:57:45,  3.82s/it]
 57%|█████▋    | 26556/46302 [28:08:05<20:57:43,  3.82s/it]
 57%|█████▋    | 26557/46302 [28:08:09<20:57:21,  3.82s/it]
 57%|█████▋    | 26558/46302 [28:08:13<20:57:18,  3.82s/it]
 57%|█████▋    | 26559/46302 [28:08:17<20:57:35,  3.82s/it]
 57%|█████▋    | 26560/46302 [28:08:20<20:57:31,  3.82s/it]
 57%|█████▋    | 26561/46302 [28:08:24<20:57:24,  3.82s/it]
 57%|█████▋    | 26562/46302 [28:08:28<20:57:24,  3.82s/it]
 57%|█████▋    | 26563/46302 [28:08:32<20:56:57,  3.82s/it]
 57%|█████▋    | 26564/46302 [28:08:36<20:56:39,  3.82s/it]
 57%|█████▋    | 26565/46302 [28:08:39<20:56:43,  3.82s/it]
 57%|█████▋    | 26566/46302 [28:08:43<20:56:34,  3.82s/it]
 57%|█████▋    | 26567/46302 [28:08:47<20:56:37,  3.82s/it]
 57%|█████▋    | 26568/46302 [28:08:51<20:56:40,  3.82s/it]
 57%|█████▋    | 26569/46302 [28:08:55<20:56:38,  3.82s/it]
 57%|█████▋    | 26570/46302 [28:08:59<20:56:28,  3.82s/it]
 57%|█████▋    | 26571/46302 [28:09:02<20:56:51,  3.82s/it]
 57%|█████▋    | 26572/46302 [28:09:06<20:56:57,  3.82s/it]
 57%|█████▋    | 26573/46302 [28:09:10<20:56:33,  3.82s/it]
 57%|█████▋    | 26574/46302 [28:09:14<20:56:25,  3.82s/it]
 57%|█████▋    | 26575/46302 [28:09:18<20:56:20,  3.82s/it]
 57%|█████▋    | 26576/46302 [28:09:22<20:56:23,  3.82s/it]
 57%|█████▋    | 26577/46302 [28:09:25<20:56:17,  3.82s/it]
 57%|█████▋    | 26578/46302 [28:09:29<20:56:07,  3.82s/it]
 57%|█████▋    | 26579/46302 [28:09:33<20:56:34,  3.82s/it]
 57%|█████▋    | 26580/46302 [28:09:37<20:56:46,  3.82s/it]
 57%|█████▋    | 26581/46302 [28:09:41<20:56:28,  3.82s/it]
 57%|█████▋    | 26582/46302 [28:09:44<20:56:06,  3.82s/it]
 57%|█████▋    | 26583/46302 [28:09:48<20:55:44,  3.82s/it]
 57%|█████▋    | 26584/46302 [28:09:52<20:55:38,  3.82s/it]
 57%|█████▋    | 26585/46302 [28:09:56<20:55:11,  3.82s/it]
 57%|█████▋    | 26586/46302 [28:10:00<20:55:31,  3.82s/it]
 57%|█████▋    | 26587/46302 [28:10:04<20:55:28,  3.82s/it]
 57%|█████▋    | 26588/46302 [28:10:07<20:55:35,  3.82s/it]
 57%|█████▋    | 26589/46302 [28:10:11<20:55:17,  3.82s/it]
 57%|█████▋    | 26590/46302 [28:10:15<20:55:37,  3.82s/it]
 57%|█████▋    | 26591/46302 [28:10:19<20:55:43,  3.82s/it]
 57%|█████▋    | 26592/46302 [28:10:23<20:55:37,  3.82s/it]
 57%|█████▋    | 26593/46302 [28:10:26<20:55:23,  3.82s/it]
 57%|█████▋    | 26594/46302 [28:10:30<20:55:07,  3.82s/it]
 57%|█████▋    | 26595/46302 [28:10:34<20:55:27,  3.82s/it]
 57%|█████▋    | 26596/46302 [28:10:38<20:55:16,  3.82s/it]
 57%|█████▋    | 26597/46302 [28:10:42<20:55:23,  3.82s/it]
 57%|█████▋    | 26598/46302 [28:10:46<20:55:24,  3.82s/it]
 57%|█████▋    | 26599/46302 [28:10:49<20:55:39,  3.82s/it]
 57%|█████▋    | 26600/46302 [28:10:53<20:55:32,  3.82s/it]
 57%|█████▋    | 26601/46302 [28:10:57<20:55:12,  3.82s/it]
 57%|█████▋    | 26602/46302 [28:11:01<20:54:50,  3.82s/it]
 57%|█████▋    | 26603/46302 [28:11:05<20:54:20,  3.82s/it]
 57%|█████▋    | 26604/46302 [28:11:09<20:54:10,  3.82s/it]
 57%|█████▋    | 26605/46302 [28:11:12<20:54:22,  3.82s/it]
 57%|█████▋    | 26606/46302 [28:11:16<20:54:22,  3.82s/it]
 57%|█████▋    | 26607/46302 [28:11:20<20:54:23,  3.82s/it]
 57%|█████▋    | 26608/46302 [28:11:24<20:54:16,  3.82s/it]
 57%|█████▋    | 26609/46302 [28:11:28<20:54:27,  3.82s/it]
 57%|█████▋    | 26610/46302 [28:11:31<20:54:19,  3.82s/it]
 57%|█████▋    | 26611/46302 [28:11:35<20:54:16,  3.82s/it]
 57%|█████▋    | 26612/46302 [28:11:39<20:53:55,  3.82s/it]
 57%|█████▋    | 26613/46302 [28:11:43<20:53:57,  3.82s/it]
 57%|█████▋    | 26614/46302 [28:11:47<20:53:57,  3.82s/it]
 57%|█████▋    | 26615/46302 [28:11:51<20:53:44,  3.82s/it]
 57%|█████▋    | 26616/46302 [28:11:54<20:53:58,  3.82s/it]
 57%|█████▋    | 26617/46302 [28:11:58<20:53:51,  3.82s/it]
 57%|█████▋    | 26618/46302 [28:12:02<20:53:34,  3.82s/it]
 57%|█████▋    | 26619/46302 [28:12:06<20:53:41,  3.82s/it]
 57%|█████▋    | 26620/46302 [28:12:10<20:53:41,  3.82s/it]
 57%|█████▋    | 26621/46302 [28:12:14<20:53:18,  3.82s/it]
 57%|█████▋    | 26622/46302 [28:12:17<20:53:20,  3.82s/it]
 57%|█████▋    | 26623/46302 [28:12:21<20:53:41,  3.82s/it]
 58%|█████▊    | 26624/46302 [28:12:25<20:53:21,  3.82s/it]
 58%|█████▊    | 26625/46302 [28:12:29<20:53:10,  3.82s/it]
 58%|█████▊    | 26626/46302 [28:12:33<20:52:57,  3.82s/it]
 58%|█████▊    | 26627/46302 [28:12:36<20:53:02,  3.82s/it]
 58%|█████▊    | 26628/46302 [28:12:40<20:52:55,  3.82s/it]
 58%|█████▊    | 26629/46302 [28:12:44<20:52:46,  3.82s/it]
 58%|█████▊    | 26630/46302 [28:12:48<20:52:48,  3.82s/it]
 58%|█████▊    | 26631/46302 [28:12:52<20:52:51,  3.82s/it]
 58%|█████▊    | 26632/46302 [28:12:56<20:52:51,  3.82s/it]
 58%|█████▊    | 26633/46302 [28:12:59<20:52:34,  3.82s/it]
 58%|█████▊    | 26634/46302 [28:13:03<20:52:38,  3.82s/it]
 58%|█████▊    | 26635/46302 [28:13:07<20:52:32,  3.82s/it]
 58%|█████▊    | 26636/46302 [28:13:11<20:52:07,  3.82s/it]
 58%|█████▊    | 26637/46302 [28:13:15<20:52:21,  3.82s/it]
 58%|█████▊    | 26638/46302 [28:13:18<20:52:07,  3.82s/it]
 58%|█████▊    | 26639/46302 [28:13:22<20:52:09,  3.82s/it]
 58%|█████▊    | 26640/46302 [28:13:26<20:52:12,  3.82s/it]
 58%|█████▊    | 26641/46302 [28:13:30<20:52:12,  3.82s/it]
 58%|█████▊    | 26642/46302 [28:13:34<20:52:05,  3.82s/it]
 58%|█████▊    | 26643/46302 [28:13:38<20:51:43,  3.82s/it]
 58%|█████▊    | 26644/46302 [28:13:41<20:51:55,  3.82s/it]
 58%|█████▊    | 26645/46302 [28:13:45<20:51:33,  3.82s/it]
 58%|█████▊    | 26646/46302 [28:13:49<20:51:29,  3.82s/it]
 58%|█████▊    | 26647/46302 [28:13:53<20:51:32,  3.82s/it]
 58%|█████▊    | 26648/46302 [28:13:57<20:51:41,  3.82s/it]
 58%|█████▊    | 26649/46302 [28:14:00<20:51:59,  3.82s/it]
 58%|█████▊    | 26650/46302 [28:14:04<20:51:47,  3.82s/it]
 58%|█████▊    | 26651/46302 [28:14:08<20:51:28,  3.82s/it]
 58%|█████▊    | 26652/46302 [28:14:12<20:51:09,  3.82s/it]
 58%|█████▊    | 26653/46302 [28:14:16<20:51:04,  3.82s/it]
 58%|█████▊    | 26654/46302 [28:14:20<20:50:51,  3.82s/it]
 58%|█████▊    | 26655/46302 [28:14:23<20:50:19,  3.82s/it]
 58%|█████▊    | 26656/46302 [28:14:27<20:49:51,  3.82s/it]
 58%|█████▊    | 26657/46302 [28:14:31<20:49:57,  3.82s/it]
 58%|█████▊    | 26658/46302 [28:14:35<20:50:03,  3.82s/it]
 58%|█████▊    | 26659/46302 [28:14:39<20:49:40,  3.82s/it]
 58%|█████▊    | 26660/46302 [28:14:42<20:49:52,  3.82s/it]
 58%|█████▊    | 26661/46302 [28:14:46<20:49:41,  3.82s/it]
 58%|█████▊    | 26662/46302 [28:14:50<20:49:53,  3.82s/it]
 58%|█████▊    | 26663/46302 [28:14:54<20:50:03,  3.82s/it]
 58%|█████▊    | 26664/46302 [28:14:58<20:50:08,  3.82s/it]
 58%|█████▊    | 26665/46302 [28:15:02<20:50:18,  3.82s/it]
 58%|█████▊    | 26666/46302 [28:15:05<20:50:23,  3.82s/it]
 58%|█████▊    | 26667/46302 [28:15:09<20:50:32,  3.82s/it]
 58%|█████▊    | 26668/46302 [28:15:13<20:50:49,  3.82s/it]
 58%|█████▊    | 26669/46302 [28:15:17<20:50:19,  3.82s/it]
 58%|█████▊    | 26670/46302 [28:15:21<20:50:26,  3.82s/it]
 58%|█████▊    | 26671/46302 [28:15:25<20:50:25,  3.82s/it]
 58%|█████▊    | 26672/46302 [28:15:28<20:50:26,  3.82s/it]
 58%|█████▊    | 26673/46302 [28:15:32<20:48:59,  3.82s/it]
 58%|█████▊    | 26674/46302 [28:15:36<20:48:57,  3.82s/it]
 58%|█████▊    | 26675/46302 [28:15:40<20:49:32,  3.82s/it]
 58%|█████▊    | 26676/46302 [28:15:44<20:49:26,  3.82s/it]
 58%|█████▊    | 26677/46302 [28:15:47<20:49:22,  3.82s/it]
 58%|█████▊    | 26678/46302 [28:15:51<20:49:42,  3.82s/it]
 58%|█████▊    | 26679/46302 [28:15:55<20:49:37,  3.82s/it]
 58%|█████▊    | 26680/46302 [28:15:59<20:49:16,  3.82s/it]
 58%|█████▊    | 26681/46302 [28:16:03<20:49:15,  3.82s/it]
 58%|█████▊    | 26682/46302 [28:16:07<20:49:19,  3.82s/it]
 58%|█████▊    | 26683/46302 [28:16:10<20:49:17,  3.82s/it]
 58%|█████▊    | 26684/46302 [28:16:14<20:49:25,  3.82s/it]
 58%|█████▊    | 26685/46302 [28:16:18<20:49:27,  3.82s/it]
 58%|█████▊    | 26686/46302 [28:16:22<20:49:08,  3.82s/it]
 58%|█████▊    | 26687/46302 [28:16:26<20:48:55,  3.82s/it]
 58%|█████▊    | 26688/46302 [28:16:29<20:48:44,  3.82s/it]
 58%|█████▊    | 26689/46302 [28:16:33<20:48:49,  3.82s/it]
 58%|█████▊    | 26690/46302 [28:16:37<20:48:33,  3.82s/it]
 58%|█████▊    | 26691/46302 [28:16:41<20:48:28,  3.82s/it]
 58%|█████▊    | 26692/46302 [28:16:45<20:48:36,  3.82s/it]
 58%|█████▊    | 26693/46302 [28:16:49<20:48:34,  3.82s/it]
 58%|█████▊    | 26694/46302 [28:16:52<20:48:14,  3.82s/it]
 58%|█████▊    | 26695/46302 [28:16:56<20:48:07,  3.82s/it]
 58%|█████▊    | 26696/46302 [28:17:00<20:48:19,  3.82s/it]
 58%|█████▊    | 26697/46302 [28:17:04<20:48:21,  3.82s/it]
 58%|█████▊    | 26698/46302 [28:17:08<20:48:17,  3.82s/it]
 58%|█████▊    | 26699/46302 [28:17:11<20:47:54,  3.82s/it]
 58%|█████▊    | 26700/46302 [28:17:15<20:48:04,  3.82s/it]
 58%|█████▊    | 26701/46302 [28:17:19<20:48:02,  3.82s/it]
 58%|█████▊    | 26702/46302 [28:17:23<20:47:49,  3.82s/it]
 58%|█████▊    | 26703/46302 [28:17:27<20:47:57,  3.82s/it]
 58%|█████▊    | 26704/46302 [28:17:31<20:47:12,  3.82s/it]
 58%|█████▊    | 26705/46302 [28:17:34<20:47:17,  3.82s/it]
 58%|█████▊    | 26706/46302 [28:17:38<20:47:31,  3.82s/it]
 58%|█████▊    | 26707/46302 [28:17:42<20:47:36,  3.82s/it]
 58%|█████▊    | 26708/46302 [28:17:46<20:47:23,  3.82s/it]
 58%|█████▊    | 26709/46302 [28:17:50<20:47:26,  3.82s/it]
 58%|█████▊    | 26710/46302 [28:17:54<20:47:49,  3.82s/it]
 58%|█████▊    | 26711/46302 [28:17:57<20:47:47,  3.82s/it]
 58%|█████▊    | 26712/46302 [28:18:01<20:47:46,  3.82s/it]
 58%|█████▊    | 26713/46302 [28:18:05<20:47:36,  3.82s/it]
 58%|█████▊    | 26714/46302 [28:18:09<20:47:28,  3.82s/it]
 58%|█████▊    | 26715/46302 [28:18:13<20:47:19,  3.82s/it]
 58%|█████▊    | 26716/46302 [28:18:16<20:47:13,  3.82s/it]
 58%|█████▊    | 26717/46302 [28:18:20<20:47:20,  3.82s/it]
 58%|█████▊    | 26718/46302 [28:18:24<20:47:20,  3.82s/it]
 58%|█████▊    | 26719/46302 [28:18:28<20:47:17,  3.82s/it]
 58%|█████▊    | 26720/46302 [28:18:32<20:46:47,  3.82s/it]
 58%|█████▊    | 26721/46302 [28:18:36<20:46:18,  3.82s/it]
 58%|█████▊    | 26722/46302 [28:18:39<20:46:14,  3.82s/it]
 58%|█████▊    | 26723/46302 [28:18:43<20:46:34,  3.82s/it]
 58%|█████▊    | 26724/46302 [28:18:47<20:46:23,  3.82s/it]
 58%|█████▊    | 26725/46302 [28:18:51<20:46:22,  3.82s/it]
 58%|█████▊    | 26726/46302 [28:18:55<20:46:28,  3.82s/it]
 58%|█████▊    | 26727/46302 [28:18:58<20:46:43,  3.82s/it]
 58%|█████▊    | 26728/46302 [28:19:02<20:46:33,  3.82s/it]
 58%|█████▊    | 26729/46302 [28:19:06<20:46:10,  3.82s/it]
 58%|█████▊    | 26730/46302 [28:19:10<20:46:05,  3.82s/it]
 58%|█████▊    | 26731/46302 [28:19:14<20:46:07,  3.82s/it]
 58%|█████▊    | 26732/46302 [28:19:18<20:45:50,  3.82s/it]
 58%|█████▊    | 26733/46302 [28:19:21<20:45:49,  3.82s/it]
 58%|█████▊    | 26734/46302 [28:19:25<20:45:44,  3.82s/it]
 58%|█████▊    | 26735/46302 [28:19:29<20:45:43,  3.82s/it]
 58%|█████▊    | 26736/46302 [28:19:33<20:45:27,  3.82s/it]
 58%|█████▊    | 26737/46302 [28:19:37<20:45:25,  3.82s/it]
 58%|█████▊    | 26738/46302 [28:19:40<20:45:34,  3.82s/it]
 58%|█████▊    | 26739/46302 [28:19:44<20:45:10,  3.82s/it]
 58%|█████▊    | 26740/46302 [28:19:48<20:44:38,  3.82s/it]
 58%|█████▊    | 26741/46302 [28:19:52<20:44:40,  3.82s/it]
 58%|█████▊    | 26742/46302 [28:19:56<20:44:22,  3.82s/it]
 58%|█████▊    | 26743/46302 [28:20:00<20:44:45,  3.82s/it]
 58%|█████▊    | 26744/46302 [28:20:03<20:44:50,  3.82s/it]
 58%|█████▊    | 26745/46302 [28:20:07<20:44:43,  3.82s/it]
 58%|█████▊    | 26746/46302 [28:20:11<20:44:50,  3.82s/it]
 58%|█████▊    | 26747/46302 [28:20:15<20:44:35,  3.82s/it]
 58%|█████▊    | 26748/46302 [28:20:19<20:44:32,  3.82s/it]
 58%|█████▊    | 26749/46302 [28:20:22<20:44:05,  3.82s/it]
 58%|█████▊    | 26750/46302 [28:20:26<20:44:18,  3.82s/it]
 58%|█████▊    | 26751/46302 [28:20:30<20:44:34,  3.82s/it]
 58%|█████▊    | 26752/46302 [28:20:34<20:44:49,  3.82s/it]
 58%|█████▊    | 26753/46302 [28:20:38<20:44:37,  3.82s/it]
 58%|█████▊    | 26754/46302 [28:20:42<20:44:02,  3.82s/it]
 58%|█████▊    | 26755/46302 [28:20:45<20:43:53,  3.82s/it]
 58%|█████▊    | 26756/46302 [28:20:49<20:44:03,  3.82s/it]
 58%|█████▊    | 26757/46302 [28:20:53<20:44:15,  3.82s/it]
 58%|█████▊    | 26758/46302 [28:20:57<20:44:10,  3.82s/it]
 58%|█████▊    | 26759/46302 [28:21:01<20:44:09,  3.82s/it]
 58%|█████▊    | 26760/46302 [28:21:04<20:44:05,  3.82s/it]
 58%|█████▊    | 26761/46302 [28:21:08<20:44:13,  3.82s/it]
 58%|█████▊    | 26762/46302 [28:21:12<20:44:15,  3.82s/it]
 58%|█████▊    | 26763/46302 [28:21:16<20:44:07,  3.82s/it]
 58%|█████▊    | 26764/46302 [28:21:20<20:44:01,  3.82s/it]
 58%|█████▊    | 26765/46302 [28:21:24<20:43:39,  3.82s/it]
 58%|█████▊    | 26766/46302 [28:21:27<20:43:03,  3.82s/it]
 58%|█████▊    | 26767/46302 [28:21:31<20:42:56,  3.82s/it]
 58%|█████▊    | 26768/46302 [28:21:35<20:43:07,  3.82s/it]
 58%|█████▊    | 26769/46302 [28:21:39<20:43:06,  3.82s/it]
 58%|█████▊    | 26770/46302 [28:21:43<20:42:39,  3.82s/it]
 58%|█████▊    | 26771/46302 [28:21:46<20:42:21,  3.82s/it]
 58%|█████▊    | 26772/46302 [28:21:50<20:42:52,  3.82s/it]
 58%|█████▊    | 26773/46302 [28:21:54<20:42:30,  3.82s/it]
 58%|█████▊    | 26774/46302 [28:21:58<20:42:16,  3.82s/it]
 58%|█████▊    | 26775/46302 [28:22:02<20:42:29,  3.82s/it]
 58%|█████▊    | 26776/46302 [28:22:06<20:42:09,  3.82s/it]
 58%|█████▊    | 26777/46302 [28:22:09<20:41:53,  3.82s/it]
 58%|█████▊    | 26778/46302 [28:22:13<20:41:43,  3.82s/it]
 58%|█████▊    | 26779/46302 [28:22:17<20:42:09,  3.82s/it]
 58%|█████▊    | 26780/46302 [28:22:21<20:42:30,  3.82s/it]
 58%|█████▊    | 26781/46302 [28:22:25<20:42:22,  3.82s/it]
 58%|█████▊    | 26782/46302 [28:22:28<20:42:19,  3.82s/it]
 58%|█████▊    | 26783/46302 [28:22:32<20:42:39,  3.82s/it]
 58%|█████▊    | 26784/46302 [28:22:36<20:42:17,  3.82s/it]
 58%|█████▊    | 26785/46302 [28:22:40<20:42:03,  3.82s/it]
 58%|█████▊    | 26786/46302 [28:22:44<20:41:59,  3.82s/it]
 58%|█████▊    | 26787/46302 [28:22:48<20:41:31,  3.82s/it]
 58%|█████▊    | 26788/46302 [28:22:51<20:41:30,  3.82s/it]
 58%|█████▊    | 26789/46302 [28:22:55<20:41:31,  3.82s/it]
 58%|█████▊    | 26790/46302 [28:22:59<20:41:39,  3.82s/it]
 58%|█████▊    | 26791/46302 [28:23:03<20:41:26,  3.82s/it]
 58%|█████▊    | 26792/46302 [28:23:07<20:41:38,  3.82s/it]
 58%|█████▊    | 26793/46302 [28:23:10<20:41:36,  3.82s/it]
 58%|█████▊    | 26794/46302 [28:23:14<20:41:24,  3.82s/it]
 58%|█████▊    | 26795/46302 [28:23:18<20:41:33,  3.82s/it]
 58%|█████▊    | 26796/46302 [28:23:22<20:41:41,  3.82s/it]
 58%|█████▊    | 26797/46302 [28:23:26<20:41:24,  3.82s/it]
 58%|█████▊    | 26798/46302 [28:23:30<20:41:47,  3.82s/it]
 58%|█████▊    | 26799/46302 [28:23:33<20:42:01,  3.82s/it]
 58%|█████▊    | 26800/46302 [28:23:37<20:41:30,  3.82s/it]
 58%|█████▊    | 26801/46302 [28:23:41<20:41:24,  3.82s/it]
 58%|█████▊    | 26802/46302 [28:23:45<20:40:53,  3.82s/it]
 58%|█████▊    | 26803/46302 [28:23:49<20:41:09,  3.82s/it]
 58%|█████▊    | 26804/46302 [28:23:53<20:41:13,  3.82s/it]
 58%|█████▊    | 26805/46302 [28:23:56<20:41:17,  3.82s/it]
 58%|█████▊    | 26806/46302 [28:24:00<20:41:01,  3.82s/it]
 58%|█████▊    | 26807/46302 [28:24:04<20:40:34,  3.82s/it]
 58%|█████▊    | 26808/46302 [28:24:08<20:40:16,  3.82s/it]
 58%|█████▊    | 26809/46302 [28:24:12<20:40:34,  3.82s/it]
 58%|█████▊    | 26810/46302 [28:24:15<20:40:49,  3.82s/it]
 58%|█████▊    | 26811/46302 [28:24:19<20:40:49,  3.82s/it]
 58%|█████▊    | 26812/46302 [28:24:23<20:40:19,  3.82s/it]
 58%|█████▊    | 26813/46302 [28:24:27<20:40:08,  3.82s/it]
 58%|█████▊    | 26814/46302 [28:24:31<20:40:26,  3.82s/it]
 58%|█████▊    | 26815/46302 [28:24:35<20:40:43,  3.82s/it]
 58%|█████▊    | 26816/46302 [28:24:38<20:40:45,  3.82s/it]
 58%|█████▊    | 26817/46302 [28:24:42<20:40:49,  3.82s/it]
 58%|█████▊    | 26818/46302 [28:24:46<20:40:58,  3.82s/it]
 58%|█████▊    | 26819/46302 [28:24:50<20:40:30,  3.82s/it]
 58%|█████▊    | 26820/46302 [28:24:54<20:40:12,  3.82s/it]
 58%|█████▊    | 26821/46302 [28:24:57<20:39:27,  3.82s/it]
 58%|█████▊    | 26822/46302 [28:25:01<20:39:32,  3.82s/it]
 58%|█████▊    | 26823/46302 [28:25:05<20:39:30,  3.82s/it]
 58%|█████▊    | 26824/46302 [28:25:09<20:39:14,  3.82s/it]
 58%|█████▊    | 26825/46302 [28:25:13<20:39:08,  3.82s/it]
 58%|█████▊    | 26826/46302 [28:25:17<20:38:22,  3.82s/it]
 58%|█████▊    | 26827/46302 [28:25:20<20:39:06,  3.82s/it]
 58%|█████▊    | 26828/46302 [28:25:24<20:39:15,  3.82s/it]
 58%|█████▊    | 26829/46302 [28:25:28<20:39:15,  3.82s/it]
 58%|█████▊    | 26830/46302 [28:25:32<20:39:25,  3.82s/it]
 58%|█████▊    | 26831/46302 [28:25:36<20:39:37,  3.82s/it]
 58%|█████▊    | 26832/46302 [28:25:39<20:39:24,  3.82s/it]
 58%|█████▊    | 26833/46302 [28:25:43<20:39:03,  3.82s/it]
 58%|█████▊    | 26834/46302 [28:25:47<20:38:33,  3.82s/it]
 58%|█████▊    | 26835/46302 [28:25:51<20:38:26,  3.82s/it]
 58%|█████▊    | 26836/46302 [28:25:55<20:38:18,  3.82s/it]
 58%|█████▊    | 26837/46302 [28:25:59<20:38:14,  3.82s/it]
 58%|█████▊    | 26838/46302 [28:26:02<20:38:01,  3.82s/it]
 58%|█████▊    | 26839/46302 [28:26:06<20:37:53,  3.82s/it]
 58%|█████▊    | 26840/46302 [28:26:10<20:37:40,  3.82s/it]
 58%|█████▊    | 26841/46302 [28:26:14<20:37:32,  3.82s/it]
 58%|█████▊    | 26842/46302 [28:26:18<20:37:32,  3.82s/it]
 58%|█████▊    | 26843/46302 [28:26:21<20:37:43,  3.82s/it]
 58%|█████▊    | 26844/46302 [28:26:25<20:37:51,  3.82s/it]
 58%|█████▊    | 26845/46302 [28:26:29<20:37:43,  3.82s/it]
 58%|█████▊    | 26846/46302 [28:26:33<20:37:19,  3.82s/it]
 58%|█████▊    | 26847/46302 [28:26:37<20:37:29,  3.82s/it]
 58%|█████▊    | 26848/46302 [28:26:40<20:37:42,  3.82s/it]
 58%|█████▊    | 26849/46302 [28:26:44<20:37:50,  3.82s/it]
 58%|█████▊    | 26850/46302 [28:26:48<20:37:23,  3.82s/it]
 58%|█████▊    | 26851/46302 [28:26:52<20:37:10,  3.82s/it]
 58%|█████▊    | 26852/46302 [28:26:56<20:37:20,  3.82s/it]
 58%|█████▊    | 26853/46302 [28:27:00<20:37:37,  3.82s/it]
 58%|█████▊    | 26854/46302 [28:27:03<20:37:54,  3.82s/it]
 58%|█████▊    | 26855/46302 [28:27:07<20:37:39,  3.82s/it]
 58%|█████▊    | 26856/46302 [28:27:11<20:37:38,  3.82s/it]
 58%|█████▊    | 26857/46302 [28:27:15<20:37:52,  3.82s/it]
 58%|█████▊    | 26858/46302 [28:27:19<20:37:58,  3.82s/it]
 58%|█████▊    | 26859/46302 [28:27:23<20:38:06,  3.82s/it]
 58%|█████▊    | 26860/46302 [28:27:26<20:38:07,  3.82s/it]
 58%|█████▊    | 26861/46302 [28:27:30<20:37:36,  3.82s/it]
 58%|█████▊    | 26862/46302 [28:27:34<20:37:41,  3.82s/it]
 58%|█████▊    | 26863/46302 [28:27:38<20:37:17,  3.82s/it]
 58%|█████▊    | 26864/46302 [28:27:42<20:37:33,  3.82s/it]
 58%|█████▊    | 26865/46302 [28:27:45<20:37:38,  3.82s/it]
 58%|█████▊    | 26866/46302 [28:27:49<20:36:59,  3.82s/it]
 58%|█████▊    | 26867/46302 [28:27:53<20:37:01,  3.82s/it]
 58%|█████▊    | 26868/46302 [28:27:57<20:37:01,  3.82s/it]
 58%|█████▊    | 26869/46302 [28:28:01<20:37:06,  3.82s/it]
 58%|█████▊    | 26870/46302 [28:28:05<20:37:17,  3.82s/it]
 58%|█████▊    | 26871/46302 [28:28:08<20:37:14,  3.82s/it]
 58%|█████▊    | 26872/46302 [28:28:12<20:36:54,  3.82s/it]
 58%|█████▊    | 26873/46302 [28:28:16<20:36:46,  3.82s/it]
 58%|█████▊    | 26874/46302 [28:28:20<20:36:41,  3.82s/it]
 58%|█████▊    | 26875/46302 [28:28:24<20:36:56,  3.82s/it]
 58%|█████▊    | 26876/46302 [28:28:27<20:36:46,  3.82s/it]
 58%|█████▊    | 26877/46302 [28:28:31<20:36:31,  3.82s/it]
 58%|█████▊    | 26878/46302 [28:28:35<20:36:23,  3.82s/it]
 58%|█████▊    | 26879/46302 [28:28:39<20:36:17,  3.82s/it]
 58%|█████▊    | 26880/46302 [28:28:43<20:36:14,  3.82s/it]
 58%|█████▊    | 26881/46302 [28:28:47<20:36:01,  3.82s/it]
 58%|█████▊    | 26882/46302 [28:28:50<20:35:49,  3.82s/it]
 58%|█████▊    | 26883/46302 [28:28:54<20:35:50,  3.82s/it]
 58%|█████▊    | 26884/46302 [28:28:58<20:36:05,  3.82s/it]
 58%|█████▊    | 26885/46302 [28:29:02<20:35:53,  3.82s/it]
 58%|█████▊    | 26886/46302 [28:29:06<20:35:46,  3.82s/it]
 58%|█████▊    | 26887/46302 [28:29:09<20:35:32,  3.82s/it]
 58%|█████▊    | 26888/46302 [28:29:13<20:35:16,  3.82s/it]
 58%|█████▊    | 26889/46302 [28:29:17<20:35:09,  3.82s/it]
 58%|█████▊    | 26890/46302 [28:29:21<20:35:14,  3.82s/it]
 58%|█████▊    | 26891/46302 [28:29:25<20:35:36,  3.82s/it]
 58%|█████▊    | 26892/46302 [28:29:29<20:35:28,  3.82s/it]
 58%|█████▊    | 26893/46302 [28:29:32<20:35:20,  3.82s/it]
 58%|█████▊    | 26894/46302 [28:29:36<20:35:09,  3.82s/it]
 58%|█████▊    | 26895/46302 [28:29:40<20:35:16,  3.82s/it]
 58%|█████▊    | 26896/46302 [28:29:44<20:35:19,  3.82s/it]
 58%|█████▊    | 26897/46302 [28:29:48<20:35:02,  3.82s/it]
 58%|█████▊    | 26898/46302 [28:29:51<20:34:37,  3.82s/it]
 58%|█████▊    | 26899/46302 [28:29:55<20:34:26,  3.82s/it]
 58%|█████▊    | 26900/46302 [28:29:59<20:34:40,  3.82s/it]
 58%|█████▊    | 26901/46302 [28:30:03<20:34:50,  3.82s/it]
 58%|█████▊    | 26902/46302 [28:30:07<20:34:46,  3.82s/it]
 58%|█████▊    | 26903/46302 [28:30:11<20:34:25,  3.82s/it]
 58%|█████▊    | 26904/46302 [28:30:14<20:34:19,  3.82s/it]
 58%|█████▊    | 26905/46302 [28:30:18<20:34:15,  3.82s/it]
 58%|█████▊    | 26906/46302 [28:30:22<20:34:29,  3.82s/it]
 58%|█████▊    | 26907/46302 [28:30:26<20:34:39,  3.82s/it]
 58%|█████▊    | 26908/46302 [28:30:30<20:34:36,  3.82s/it]
 58%|█████▊    | 26909/46302 [28:30:33<20:34:38,  3.82s/it]
 58%|█████▊    | 26910/46302 [28:30:37<20:34:24,  3.82s/it]
 58%|█████▊    | 26911/46302 [28:30:41<20:34:14,  3.82s/it]
 58%|█████▊    | 26912/46302 [28:30:45<20:33:53,  3.82s/it]
 58%|█████▊    | 26913/46302 [28:30:49<20:34:02,  3.82s/it]
 58%|█████▊    | 26914/46302 [28:30:53<20:34:04,  3.82s/it]
 58%|█████▊    | 26915/46302 [28:30:56<20:34:21,  3.82s/it]
 58%|█████▊    | 26916/46302 [28:31:00<20:34:29,  3.82s/it]
 58%|█████▊    | 26917/46302 [28:31:04<20:34:30,  3.82s/it]
 58%|█████▊    | 26918/46302 [28:31:08<20:34:16,  3.82s/it]
 58%|█████▊    | 26919/46302 [28:31:12<20:34:00,  3.82s/it]
 58%|█████▊    | 26920/46302 [28:31:15<20:34:06,  3.82s/it]
 58%|█████▊    | 26921/46302 [28:31:19<20:33:38,  3.82s/it]
 58%|█████▊    | 26922/46302 [28:31:23<20:33:34,  3.82s/it]
 58%|█████▊    | 26923/46302 [28:31:27<20:33:49,  3.82s/it]
 58%|█████▊    | 26924/46302 [28:31:31<20:33:44,  3.82s/it]
 58%|█████▊    | 26925/46302 [28:31:35<20:33:49,  3.82s/it]
 58%|█████▊    | 26926/46302 [28:31:38<20:33:36,  3.82s/it]
 58%|█████▊    | 26927/46302 [28:31:42<20:33:34,  3.82s/it]
 58%|█████▊    | 26928/46302 [28:31:46<20:33:45,  3.82s/it]
 58%|█████▊    | 26929/46302 [28:31:50<20:33:45,  3.82s/it]
 58%|█████▊    | 26930/46302 [28:31:54<20:33:40,  3.82s/it]
 58%|█████▊    | 26931/46302 [28:31:57<20:33:35,  3.82s/it]
 58%|█████▊    | 26932/46302 [28:32:01<20:33:26,  3.82s/it]
 58%|█████▊    | 26933/46302 [28:32:05<20:33:10,  3.82s/it]
 58%|█████▊    | 26934/46302 [28:32:09<20:32:55,  3.82s/it]
 58%|█████▊    | 26935/46302 [28:32:13<20:32:43,  3.82s/it]
 58%|█████▊    | 26936/46302 [28:32:17<20:32:43,  3.82s/it]
 58%|█████▊    | 26937/46302 [28:32:20<20:32:26,  3.82s/it]
 58%|█████▊    | 26938/46302 [28:32:24<20:32:11,  3.82s/it]
 58%|█████▊    | 26939/46302 [28:32:28<20:32:02,  3.82s/it]
 58%|█████▊    | 26940/46302 [28:32:32<20:31:30,  3.82s/it]
 58%|█████▊    | 26941/46302 [28:32:36<20:31:49,  3.82s/it]
 58%|█████▊    | 26942/46302 [28:32:39<20:31:38,  3.82s/it]
 58%|█████▊    | 26943/46302 [28:32:43<20:31:21,  3.82s/it]
 58%|█████▊    | 26944/46302 [28:32:47<20:31:25,  3.82s/it]
 58%|█████▊    | 26945/46302 [28:32:51<20:31:45,  3.82s/it]
 58%|█████▊    | 26946/46302 [28:32:55<20:31:45,  3.82s/it]
 58%|█████▊    | 26947/46302 [28:32:59<20:31:40,  3.82s/it]
 58%|█████▊    | 26948/46302 [28:33:02<20:31:53,  3.82s/it]
 58%|█████▊    | 26949/46302 [28:33:06<20:31:58,  3.82s/it]
 58%|█████▊    | 26950/46302 [28:33:10<20:31:20,  3.82s/it]
 58%|█████▊    | 26951/46302 [28:33:14<20:31:15,  3.82s/it]
 58%|█████▊    | 26952/46302 [28:33:18<20:30:56,  3.82s/it]
 58%|█████▊    | 26953/46302 [28:33:21<20:30:46,  3.82s/it]
 58%|█████▊    | 26954/46302 [28:33:25<20:30:48,  3.82s/it]
 58%|█████▊    | 26955/46302 [28:33:29<20:30:49,  3.82s/it]
 58%|█████▊    | 26956/46302 [28:33:33<20:30:35,  3.82s/it]
 58%|█████▊    | 26957/46302 [28:33:37<20:31:07,  3.82s/it]
 58%|█████▊    | 26958/46302 [28:33:41<20:31:04,  3.82s/it]
 58%|█████▊    | 26959/46302 [28:33:44<20:31:11,  3.82s/it]
 58%|█████▊    | 26960/46302 [28:33:48<20:30:41,  3.82s/it]
 58%|█████▊    | 26961/46302 [28:33:52<20:30:52,  3.82s/it]
 58%|█████▊    | 26962/46302 [28:33:56<20:30:49,  3.82s/it]
 58%|█████▊    | 26963/46302 [28:34:00<20:30:16,  3.82s/it]
 58%|█████▊    | 26964/46302 [28:34:03<20:30:20,  3.82s/it]
 58%|█████▊    | 26965/46302 [28:34:07<20:30:46,  3.82s/it]
 58%|█████▊    | 26966/46302 [28:34:11<20:30:20,  3.82s/it]
 58%|█████▊    | 26967/46302 [28:34:15<20:30:07,  3.82s/it]
 58%|█████▊    | 26968/46302 [28:34:19<20:29:50,  3.82s/it]
 58%|█████▊    | 26969/46302 [28:34:23<20:30:08,  3.82s/it]
 58%|█████▊    | 26970/46302 [28:34:26<20:29:52,  3.82s/it]
 58%|█████▊    | 26971/46302 [28:34:30<20:29:30,  3.82s/it]
 58%|█████▊    | 26972/46302 [28:34:34<20:29:20,  3.82s/it]
 58%|█████▊    | 26973/46302 [28:34:38<20:29:23,  3.82s/it]
 58%|█████▊    | 26974/46302 [28:34:42<20:29:45,  3.82s/it]
 58%|█████▊    | 26975/46302 [28:34:45<20:29:58,  3.82s/it]
 58%|█████▊    | 26976/46302 [28:34:49<20:30:13,  3.82s/it]
 58%|█████▊    | 26977/46302 [28:34:53<20:29:57,  3.82s/it]
 58%|█████▊    | 26978/46302 [28:34:57<20:29:40,  3.82s/it]
 58%|█████▊    | 26979/46302 [28:35:01<20:30:04,  3.82s/it]
 58%|█████▊    | 26980/46302 [28:35:05<20:29:56,  3.82s/it]
 58%|█████▊    | 26981/46302 [28:35:08<20:29:52,  3.82s/it]
 58%|█████▊    | 26982/46302 [28:35:12<20:29:35,  3.82s/it]
 58%|█████▊    | 26983/46302 [28:35:16<20:29:32,  3.82s/it]
 58%|█████▊    | 26984/46302 [28:35:20<20:29:58,  3.82s/it]
 58%|█████▊    | 26985/46302 [28:35:24<20:29:57,  3.82s/it]
 58%|█████▊    | 26986/46302 [28:35:27<20:29:30,  3.82s/it]
 58%|█████▊    | 26987/46302 [28:35:31<20:29:29,  3.82s/it]
 58%|█████▊    | 26988/46302 [28:35:35<20:29:27,  3.82s/it]
 58%|█████▊    | 26989/46302 [28:35:39<20:29:32,  3.82s/it]
 58%|█████▊    | 26990/46302 [28:35:43<20:29:09,  3.82s/it]
 58%|█████▊    | 26991/46302 [28:35:47<20:29:09,  3.82s/it]
 58%|█████▊    | 26992/46302 [28:35:50<20:29:13,  3.82s/it]
 58%|█████▊    | 26993/46302 [28:35:54<20:29:20,  3.82s/it]
 58%|█████▊    | 26994/46302 [28:35:58<20:29:22,  3.82s/it]
 58%|█████▊    | 26995/46302 [28:36:02<20:29:07,  3.82s/it]
 58%|█████▊    | 26996/46302 [28:36:06<20:28:54,  3.82s/it]
 58%|█████▊    | 26997/46302 [28:36:10<20:29:02,  3.82s/it]
 58%|█████▊    | 26998/46302 [28:36:13<20:28:53,  3.82s/it]
 58%|█████▊    | 26999/46302 [28:36:17<20:29:03,  3.82s/it]
 58%|█████▊    | 27000/46302 [28:36:21<20:28:51,  3.82s/it]
                                                           
{'loss': 3.2056, 'learning_rate': 0.0021303695201094876, 'epoch': 0.58}

 58%|█████▊    | 27000/46302 [28:36:21<20:28:51,  3.82s/it]
 58%|█████▊    | 27001/46302 [28:36:25<20:28:58,  3.82s/it]
 58%|█████▊    | 27002/46302 [28:36:29<20:28:40,  3.82s/it]
 58%|█████▊    | 27003/46302 [28:36:32<20:28:49,  3.82s/it]
 58%|█████▊    | 27004/46302 [28:36:36<20:28:40,  3.82s/it]
 58%|█████▊    | 27005/46302 [28:36:40<20:28:32,  3.82s/it]
 58%|█████▊    | 27006/46302 [28:36:44<20:28:54,  3.82s/it]
 58%|█████▊    | 27007/46302 [28:36:48<20:28:51,  3.82s/it]
 58%|█████▊    | 27008/46302 [28:36:52<20:28:52,  3.82s/it]
 58%|█████▊    | 27009/46302 [28:36:55<20:28:36,  3.82s/it]
 58%|█████▊    | 27010/46302 [28:36:59<20:28:30,  3.82s/it]
 58%|█████▊    | 27011/46302 [28:37:03<20:28:22,  3.82s/it]
 58%|█████▊    | 27012/46302 [28:37:07<20:28:23,  3.82s/it]
 58%|█████▊    | 27013/46302 [28:37:11<20:27:52,  3.82s/it]
 58%|█████▊    | 27014/46302 [28:37:14<20:27:54,  3.82s/it]
 58%|█████▊    | 27015/46302 [28:37:18<20:27:49,  3.82s/it]
 58%|█████▊    | 27016/46302 [28:37:22<20:27:11,  3.82s/it]
 58%|█████▊    | 27017/46302 [28:37:26<20:27:26,  3.82s/it]
 58%|█████▊    | 27018/46302 [28:37:30<20:27:20,  3.82s/it]
 58%|█████▊    | 27019/46302 [28:37:34<20:27:21,  3.82s/it]
 58%|█████▊    | 27020/46302 [28:37:37<20:27:03,  3.82s/it]
 58%|█████▊    | 27021/46302 [28:37:41<20:27:08,  3.82s/it]
 58%|█████▊    | 27022/46302 [28:37:45<20:27:22,  3.82s/it]
 58%|█████▊    | 27023/46302 [28:37:49<20:27:20,  3.82s/it]
 58%|█████▊    | 27024/46302 [28:37:53<20:27:30,  3.82s/it]
 58%|█████▊    | 27025/46302 [28:37:56<20:27:18,  3.82s/it]
 58%|█████▊    | 27026/46302 [28:38:00<20:26:41,  3.82s/it]
 58%|█████▊    | 27027/46302 [28:38:04<20:26:34,  3.82s/it]
 58%|█████▊    | 27028/46302 [28:38:08<20:26:47,  3.82s/it]
 58%|█████▊    | 27029/46302 [28:38:12<20:26:40,  3.82s/it]
 58%|█████▊    | 27030/46302 [28:38:16<20:26:22,  3.82s/it]
 58%|█████▊    | 27031/46302 [28:38:19<20:25:44,  3.82s/it]
 58%|█████▊    | 27032/46302 [28:38:23<20:25:03,  3.81s/it]
 58%|█████▊    | 27033/46302 [28:38:27<20:25:13,  3.82s/it]
 58%|█████▊    | 27034/46302 [28:38:31<20:25:17,  3.82s/it]
 58%|█████▊    | 27035/46302 [28:38:35<20:25:11,  3.82s/it]
 58%|█████▊    | 27036/46302 [28:38:38<20:24:40,  3.81s/it]
 58%|█████▊    | 27037/46302 [28:38:42<20:24:30,  3.81s/it]
 58%|█████▊    | 27038/46302 [28:38:46<20:24:12,  3.81s/it]
 58%|█████▊    | 27039/46302 [28:38:50<20:24:11,  3.81s/it]
 58%|█████▊    | 27040/46302 [28:38:54<20:23:48,  3.81s/it]
 58%|█████▊    | 27041/46302 [28:38:57<20:23:40,  3.81s/it]
 58%|█████▊    | 27042/46302 [28:39:01<20:23:51,  3.81s/it]
 58%|█████▊    | 27043/46302 [28:39:05<20:24:00,  3.81s/it]
 58%|█████▊    | 27044/46302 [28:39:09<20:24:10,  3.81s/it]
 58%|█████▊    | 27045/46302 [28:39:13<20:24:05,  3.81s/it]
 58%|█████▊    | 27046/46302 [28:39:17<20:23:51,  3.81s/it]
 58%|█████▊    | 27047/46302 [28:39:20<20:23:40,  3.81s/it]
 58%|█████▊    | 27048/46302 [28:39:24<20:23:36,  3.81s/it]
 58%|█████▊    | 27049/46302 [28:39:28<20:23:34,  3.81s/it]
 58%|█████▊    | 27050/46302 [28:39:32<20:23:45,  3.81s/it]
 58%|█████▊    | 27051/46302 [28:39:36<20:23:50,  3.81s/it]
 58%|█████▊    | 27052/46302 [28:39:39<20:23:59,  3.82s/it]
 58%|█████▊    | 27053/46302 [28:39:43<20:23:57,  3.82s/it]
 58%|█████▊    | 27054/46302 [28:39:47<20:23:41,  3.81s/it]
 58%|█████▊    | 27055/46302 [28:39:51<20:23:28,  3.81s/it]
 58%|█████▊    | 27056/46302 [28:39:55<20:23:36,  3.81s/it]
 58%|█████▊    | 27057/46302 [28:39:59<20:23:20,  3.81s/it]
 58%|█████▊    | 27058/46302 [28:40:02<20:23:00,  3.81s/it]
 58%|█████▊    | 27059/46302 [28:40:06<20:22:47,  3.81s/it]
 58%|█████▊    | 27060/46302 [28:40:10<20:23:12,  3.81s/it]
 58%|█████▊    | 27061/46302 [28:40:14<20:23:25,  3.82s/it]
 58%|█████▊    | 27062/46302 [28:40:18<20:23:14,  3.81s/it]
 58%|█████▊    | 27063/46302 [28:40:21<20:23:14,  3.81s/it]
 58%|█████▊    | 27064/46302 [28:40:25<20:22:52,  3.81s/it]
 58%|█████▊    | 27065/46302 [28:40:29<20:22:53,  3.81s/it]
 58%|█████▊    | 27066/46302 [28:40:33<20:22:43,  3.81s/it]
 58%|█████▊    | 27067/46302 [28:40:37<20:22:35,  3.81s/it]
 58%|█████▊    | 27068/46302 [28:40:40<20:22:55,  3.81s/it]
 58%|█████▊    | 27069/46302 [28:40:44<20:22:48,  3.81s/it]
 58%|█████▊    | 27070/46302 [28:40:48<20:22:50,  3.82s/it]
 58%|█████▊    | 27071/46302 [28:40:52<20:22:56,  3.82s/it]
 58%|█████▊    | 27072/46302 [28:40:56<20:22:56,  3.82s/it]
 58%|█████▊    | 27073/46302 [28:41:00<20:23:04,  3.82s/it]
 58%|█████▊    | 27074/46302 [28:41:03<20:22:47,  3.82s/it]
 58%|█████▊    | 27075/46302 [28:41:07<20:22:38,  3.82s/it]
 58%|█████▊    | 27076/46302 [28:41:11<20:22:55,  3.82s/it]
 58%|█████▊    | 27077/46302 [28:41:15<20:22:37,  3.82s/it]
 58%|█████▊    | 27078/46302 [28:41:19<20:22:41,  3.82s/it]
 58%|█████▊    | 27079/46302 [28:41:22<20:22:46,  3.82s/it]
 58%|█████▊    | 27080/46302 [28:41:26<20:22:36,  3.82s/it]
 58%|█████▊    | 27081/46302 [28:41:30<20:22:13,  3.82s/it]
 58%|█████▊    | 27082/46302 [28:41:34<20:21:47,  3.81s/it]
 58%|█████▊    | 27083/46302 [28:41:38<20:22:22,  3.82s/it]
 58%|█████▊    | 27084/46302 [28:41:42<20:22:04,  3.82s/it]
 58%|█████▊    | 27085/46302 [28:41:45<20:21:52,  3.81s/it]
 58%|█████▊    | 27086/46302 [28:41:49<20:21:35,  3.81s/it]
 59%|█████▊    | 27087/46302 [28:41:53<20:21:09,  3.81s/it]
 59%|█████▊    | 27088/46302 [28:41:57<20:21:16,  3.81s/it]
 59%|█████▊    | 27089/46302 [28:42:01<20:21:12,  3.81s/it]
 59%|█████▊    | 27090/46302 [28:42:04<20:21:09,  3.81s/it]
 59%|█████▊    | 27091/46302 [28:42:08<20:21:09,  3.81s/it]
 59%|█████▊    | 27092/46302 [28:42:12<20:20:55,  3.81s/it]
 59%|█████▊    | 27093/46302 [28:42:16<20:21:31,  3.82s/it]
 59%|█████▊    | 27094/46302 [28:42:20<20:21:35,  3.82s/it]
 59%|█████▊    | 27095/46302 [28:42:23<20:21:40,  3.82s/it]
 59%|█████▊    | 27096/46302 [28:42:27<20:21:23,  3.82s/it]
 59%|█████▊    | 27097/46302 [28:42:31<20:21:05,  3.81s/it]
 59%|█████▊    | 27098/46302 [28:42:35<20:20:54,  3.81s/it]
 59%|█████▊    | 27099/46302 [28:42:39<20:20:55,  3.81s/it]
 59%|█████▊    | 27100/46302 [28:42:43<20:20:32,  3.81s/it]
 59%|█████▊    | 27101/46302 [28:42:46<20:20:13,  3.81s/it]
 59%|█████▊    | 27102/46302 [28:42:50<20:20:34,  3.81s/it]
 59%|█████▊    | 27103/46302 [28:42:54<20:20:40,  3.81s/it]
 59%|█████▊    | 27104/46302 [28:42:58<20:20:53,  3.82s/it]
 59%|█████▊    | 27105/46302 [28:43:02<20:20:51,  3.82s/it]
 59%|█████▊    | 27106/46302 [28:43:05<20:20:49,  3.82s/it]
 59%|█████▊    | 27107/46302 [28:43:09<20:20:33,  3.82s/it]
 59%|█████▊    | 27108/46302 [28:43:13<20:20:32,  3.82s/it]
 59%|█████▊    | 27109/46302 [28:43:17<20:20:12,  3.81s/it]
 59%|█████▊    | 27110/46302 [28:43:21<20:19:53,  3.81s/it]
 59%|█████▊    | 27111/46302 [28:43:25<20:19:53,  3.81s/it]
 59%|█████▊    | 27112/46302 [28:43:28<20:19:51,  3.81s/it]
 59%|█████▊    | 27113/46302 [28:43:32<20:19:46,  3.81s/it]
 59%|█████▊    | 27114/46302 [28:43:36<20:19:39,  3.81s/it]
 59%|█████▊    | 27115/46302 [28:43:40<20:19:53,  3.81s/it]
 59%|█████▊    | 27116/46302 [28:43:44<20:19:29,  3.81s/it]
 59%|█████▊    | 27117/46302 [28:43:47<20:19:48,  3.81s/it]
 59%|█████▊    | 27118/46302 [28:43:51<20:19:33,  3.81s/it]
 59%|█████▊    | 27119/46302 [28:43:55<20:19:39,  3.81s/it]
 59%|█████▊    | 27120/46302 [28:43:59<20:19:27,  3.81s/it]
 59%|█████▊    | 27121/46302 [28:44:03<20:19:32,  3.81s/it]
 59%|█████▊    | 27122/46302 [28:44:06<20:19:28,  3.81s/it]
 59%|█████▊    | 27123/46302 [28:44:10<20:19:50,  3.82s/it]
 59%|█████▊    | 27124/46302 [28:44:14<20:19:41,  3.82s/it]
 59%|█████▊    | 27125/46302 [28:44:18<20:19:44,  3.82s/it]
 59%|█████▊    | 27126/46302 [28:44:22<20:19:27,  3.82s/it]
 59%|█████▊    | 27127/46302 [28:44:26<20:19:10,  3.81s/it]
 59%|█████▊    | 27128/46302 [28:44:29<20:19:13,  3.82s/it]
 59%|█████▊    | 27129/46302 [28:44:33<20:18:47,  3.81s/it]
 59%|█████▊    | 27130/46302 [28:44:37<20:18:16,  3.81s/it]
 59%|█████▊    | 27131/46302 [28:44:41<20:18:08,  3.81s/it]
 59%|█████▊    | 27132/46302 [28:44:45<20:17:52,  3.81s/it]
 59%|█████▊    | 27133/46302 [28:44:48<20:18:00,  3.81s/it]
 59%|█████▊    | 27134/46302 [28:44:52<20:18:32,  3.81s/it]
 59%|█████▊    | 27135/46302 [28:44:56<20:18:32,  3.81s/it]
 59%|█████▊    | 27136/46302 [28:45:00<20:18:51,  3.82s/it]
 59%|█████▊    | 27137/46302 [28:45:04<20:18:18,  3.81s/it]
 59%|█████▊    | 27138/46302 [28:45:08<20:17:57,  3.81s/it]
 59%|█████▊    | 27139/46302 [28:45:11<20:17:44,  3.81s/it]
 59%|█████▊    | 27140/46302 [28:45:15<20:17:40,  3.81s/it]
 59%|█████▊    | 27141/46302 [28:45:19<20:17:50,  3.81s/it]
 59%|█████▊    | 27142/46302 [28:45:23<20:17:44,  3.81s/it]
 59%|█████▊    | 27143/46302 [28:45:27<20:17:45,  3.81s/it]
 59%|█████▊    | 27144/46302 [28:45:30<20:17:24,  3.81s/it]
 59%|█████▊    | 27145/46302 [28:45:34<20:17:15,  3.81s/it]
 59%|█████▊    | 27146/46302 [28:45:38<20:17:22,  3.81s/it]
 59%|█████▊    | 27147/46302 [28:45:42<20:17:21,  3.81s/it]
 59%|█████▊    | 27148/46302 [28:45:46<20:17:03,  3.81s/it]
 59%|█████▊    | 27149/46302 [28:45:49<20:17:08,  3.81s/it]
 59%|█████▊    | 27150/46302 [28:45:53<20:17:26,  3.81s/it]
 59%|█████▊    | 27151/46302 [28:45:57<20:17:11,  3.81s/it]
 59%|█████▊    | 27152/46302 [28:46:01<20:17:17,  3.81s/it]
 59%|█████▊    | 27153/46302 [28:46:05<20:17:24,  3.81s/it]
 59%|█████▊    | 27154/46302 [28:46:09<20:17:32,  3.82s/it]
 59%|█████▊    | 27155/46302 [28:46:12<20:17:54,  3.82s/it]
 59%|█████▊    | 27156/46302 [28:46:16<20:18:04,  3.82s/it]
 59%|█████▊    | 27157/46302 [28:46:20<20:18:00,  3.82s/it]
 59%|█████▊    | 27158/46302 [28:46:24<20:17:34,  3.82s/it]
 59%|█████▊    | 27159/46302 [28:46:28<20:17:14,  3.82s/it]
 59%|█████▊    | 27160/46302 [28:46:31<20:16:41,  3.81s/it]
 59%|█████▊    | 27161/46302 [28:46:35<20:16:53,  3.81s/it]
 59%|█████▊    | 27162/46302 [28:46:39<20:17:00,  3.82s/it]
 59%|█████▊    | 27163/46302 [28:46:43<20:17:11,  3.82s/it]
 59%|█████▊    | 27164/46302 [28:46:47<20:16:55,  3.82s/it]
 59%|█████▊    | 27165/46302 [28:46:50<20:17:02,  3.82s/it]
 59%|█████▊    | 27166/46302 [28:46:54<20:16:58,  3.82s/it]
 59%|█████▊    | 27167/46302 [28:46:58<20:16:43,  3.82s/it]
 59%|█████▊    | 27168/46302 [28:47:02<20:16:37,  3.82s/it]
 59%|█████▊    | 27169/46302 [28:47:06<20:16:14,  3.81s/it]
 59%|█████▊    | 27170/46302 [28:47:10<20:16:06,  3.81s/it]
 59%|█████▊    | 27171/46302 [28:47:13<20:16:11,  3.81s/it]
 59%|█████▊    | 27172/46302 [28:47:17<20:15:49,  3.81s/it]
 59%|█████▊    | 27173/46302 [28:47:21<20:15:43,  3.81s/it]
 59%|█████▊    | 27174/46302 [28:47:25<20:15:37,  3.81s/it]
 59%|█████▊    | 27175/46302 [28:47:29<20:15:12,  3.81s/it]
 59%|█████▊    | 27176/46302 [28:47:32<20:15:14,  3.81s/it]
 59%|█████▊    | 27177/46302 [28:47:36<20:15:29,  3.81s/it]
 59%|█████▊    | 27178/46302 [28:47:40<20:15:18,  3.81s/it]
 59%|█████▊    | 27179/46302 [28:47:44<20:15:03,  3.81s/it]
 59%|█████▊    | 27180/46302 [28:47:48<20:15:00,  3.81s/it]
 59%|█████▊    | 27181/46302 [28:47:52<20:15:05,  3.81s/it]
 59%|█████▊    | 27182/46302 [28:47:55<20:15:10,  3.81s/it]
 59%|█████▊    | 27183/46302 [28:47:59<20:14:42,  3.81s/it]
 59%|█████▊    | 27184/46302 [28:48:03<20:14:43,  3.81s/it]
 59%|█████▊    | 27185/46302 [28:48:07<20:15:14,  3.81s/it]
 59%|█████▊    | 27186/46302 [28:48:11<20:15:02,  3.81s/it]
 59%|█████▊    | 27187/46302 [28:48:14<20:14:39,  3.81s/it]
 59%|█████▊    | 27188/46302 [28:48:18<20:14:47,  3.81s/it]
 59%|█████▊    | 27189/46302 [28:48:22<20:15:10,  3.81s/it]
 59%|█████▊    | 27190/46302 [28:48:26<20:15:10,  3.81s/it]
 59%|█████▊    | 27191/46302 [28:48:30<20:15:01,  3.81s/it]
 59%|█████▊    | 27192/46302 [28:48:33<20:14:53,  3.81s/it]
 59%|█████▊    | 27193/46302 [28:48:37<20:14:39,  3.81s/it]
 59%|█████▊    | 27194/46302 [28:48:41<20:14:19,  3.81s/it]
 59%|█████▊    | 27195/46302 [28:48:45<20:13:50,  3.81s/it]
 59%|█████▊    | 27196/46302 [28:48:49<20:14:00,  3.81s/it]
 59%|█████▊    | 27197/46302 [28:48:53<20:13:45,  3.81s/it]
 59%|█████▊    | 27198/46302 [28:48:56<20:13:37,  3.81s/it]
 59%|█████▊    | 27199/46302 [28:49:00<20:13:29,  3.81s/it]
 59%|█████▊    | 27200/46302 [28:49:04<20:13:34,  3.81s/it]
 59%|█████▊    | 27201/46302 [28:49:08<20:13:56,  3.81s/it]
 59%|█████▊    | 27202/46302 [28:49:12<20:14:12,  3.81s/it]
 59%|█████▉    | 27203/46302 [28:49:15<20:14:11,  3.81s/it]
 59%|█████▉    | 27204/46302 [28:49:19<20:14:07,  3.81s/it]
 59%|█████▉    | 27205/46302 [28:49:23<20:13:51,  3.81s/it]
 59%|█████▉    | 27206/46302 [28:49:27<20:13:17,  3.81s/it]
 59%|█████▉    | 27207/46302 [28:49:31<20:13:19,  3.81s/it]
 59%|█████▉    | 27208/46302 [28:49:34<20:13:26,  3.81s/it]
 59%|█████▉    | 27209/46302 [28:49:38<20:13:37,  3.81s/it]
 59%|█████▉    | 27210/46302 [28:49:42<20:13:28,  3.81s/it]
 59%|█████▉    | 27211/46302 [28:49:46<20:13:29,  3.81s/it]
 59%|█████▉    | 27212/46302 [28:49:50<20:13:25,  3.81s/it]
 59%|█████▉    | 27213/46302 [28:49:54<20:13:06,  3.81s/it]
 59%|█████▉    | 27214/46302 [28:49:57<20:13:02,  3.81s/it]
 59%|█████▉    | 27215/46302 [28:50:01<20:12:29,  3.81s/it]
 59%|█████▉    | 27216/46302 [28:50:05<20:12:48,  3.81s/it]
 59%|█████▉    | 27217/46302 [28:50:09<20:12:43,  3.81s/it]
 59%|█████▉    | 27218/46302 [28:50:13<20:12:51,  3.81s/it]
 59%|█████▉    | 27219/46302 [28:50:16<20:12:56,  3.81s/it]
 59%|█████▉    | 27220/46302 [28:50:20<20:12:41,  3.81s/it]
 59%|█████▉    | 27221/46302 [28:50:24<20:12:24,  3.81s/it]
 59%|█████▉    | 27222/46302 [28:50:28<20:12:05,  3.81s/it]
 59%|█████▉    | 27223/46302 [28:50:32<20:11:52,  3.81s/it]
 59%|█████▉    | 27224/46302 [28:50:35<20:12:15,  3.81s/it]
 59%|█████▉    | 27225/46302 [28:50:39<20:12:07,  3.81s/it]
 59%|█████▉    | 27226/46302 [28:50:43<20:11:52,  3.81s/it]
 59%|█████▉    | 27227/46302 [28:50:47<20:12:40,  3.81s/it]
 59%|█████▉    | 27228/46302 [28:50:51<20:13:14,  3.82s/it]
 59%|█████▉    | 27229/46302 [28:50:55<20:13:25,  3.82s/it]
 59%|█████▉    | 27230/46302 [28:50:58<20:13:41,  3.82s/it]
 59%|█████▉    | 27231/46302 [28:51:02<20:13:21,  3.82s/it]
 59%|█████▉    | 27232/46302 [28:51:06<20:13:06,  3.82s/it]
 59%|█████▉    | 27233/46302 [28:51:10<20:13:19,  3.82s/it]
 59%|█████▉    | 27234/46302 [28:51:14<20:13:12,  3.82s/it]
 59%|█████▉    | 27235/46302 [28:51:17<20:12:59,  3.82s/it]
 59%|█████▉    | 27236/46302 [28:51:21<20:12:49,  3.82s/it]
 59%|█████▉    | 27237/46302 [28:51:25<20:13:05,  3.82s/it]
 59%|█████▉    | 27238/46302 [28:51:29<20:13:02,  3.82s/it]
 59%|█████▉    | 27239/46302 [28:51:33<20:13:08,  3.82s/it]
 59%|█████▉    | 27240/46302 [28:51:37<20:13:07,  3.82s/it]
 59%|█████▉    | 27241/46302 [28:51:40<20:12:58,  3.82s/it]
 59%|█████▉    | 27242/46302 [28:51:44<20:12:48,  3.82s/it]
 59%|█████▉    | 27243/46302 [28:51:48<20:12:42,  3.82s/it]
 59%|█████▉    | 27244/46302 [28:51:52<20:12:45,  3.82s/it]
 59%|█████▉    | 27245/46302 [28:51:56<20:12:30,  3.82s/it]
 59%|█████▉    | 27246/46302 [28:51:59<20:12:52,  3.82s/it]
 59%|█████▉    | 27247/46302 [28:52:03<20:12:55,  3.82s/it]
 59%|█████▉    | 27248/46302 [28:52:07<20:13:08,  3.82s/it]
 59%|█████▉    | 27249/46302 [28:52:11<20:12:51,  3.82s/it]
 59%|█████▉    | 27250/46302 [28:52:15<20:12:36,  3.82s/it]
 59%|█████▉    | 27251/46302 [28:52:19<20:12:29,  3.82s/it]
 59%|█████▉    | 27252/46302 [28:52:22<20:12:12,  3.82s/it]
 59%|█████▉    | 27253/46302 [28:52:26<20:12:11,  3.82s/it]
 59%|█████▉    | 27254/46302 [28:52:30<20:11:56,  3.82s/it]
 59%|█████▉    | 27255/46302 [28:52:34<20:11:39,  3.82s/it]
 59%|█████▉    | 27256/46302 [28:52:38<20:11:30,  3.82s/it]
 59%|█████▉    | 27257/46302 [28:52:41<20:11:12,  3.82s/it]
 59%|█████▉    | 27258/46302 [28:52:45<20:11:30,  3.82s/it]
 59%|█████▉    | 27259/46302 [28:52:49<20:11:17,  3.82s/it]
 59%|█████▉    | 27260/46302 [28:52:53<20:10:59,  3.82s/it]
 59%|█████▉    | 27261/46302 [28:52:57<20:11:26,  3.82s/it]
 59%|█████▉    | 27262/46302 [28:53:01<20:11:26,  3.82s/it]
 59%|█████▉    | 27263/46302 [28:53:04<20:11:34,  3.82s/it]
 59%|█████▉    | 27264/46302 [28:53:08<20:11:43,  3.82s/it]
 59%|█████▉    | 27265/46302 [28:53:12<20:11:39,  3.82s/it]
 59%|█████▉    | 27266/46302 [28:53:16<20:11:37,  3.82s/it]
 59%|█████▉    | 27267/46302 [28:53:20<20:11:39,  3.82s/it]
 59%|█████▉    | 27268/46302 [28:53:23<20:11:53,  3.82s/it]
 59%|█████▉    | 27269/46302 [28:53:27<20:11:45,  3.82s/it]
 59%|█████▉    | 27270/46302 [28:53:31<20:11:53,  3.82s/it]
 59%|█████▉    | 27271/46302 [28:53:35<20:11:57,  3.82s/it]
 59%|█████▉    | 27272/46302 [28:53:39<20:11:40,  3.82s/it]
 59%|█████▉    | 27273/46302 [28:53:43<20:11:42,  3.82s/it]
 59%|█████▉    | 27274/46302 [28:53:46<20:11:05,  3.82s/it]
 59%|█████▉    | 27275/46302 [28:53:50<20:11:06,  3.82s/it]
 59%|█████▉    | 27276/46302 [28:53:54<20:11:08,  3.82s/it]
 59%|█████▉    | 27277/46302 [28:53:58<20:10:54,  3.82s/it]
 59%|█████▉    | 27278/46302 [28:54:02<20:11:01,  3.82s/it]
 59%|█████▉    | 27279/46302 [28:54:05<20:10:55,  3.82s/it]
 59%|█████▉    | 27280/46302 [28:54:09<20:10:47,  3.82s/it]
 59%|█████▉    | 27281/46302 [28:54:13<20:10:41,  3.82s/it]
 59%|█████▉    | 27282/46302 [28:54:17<20:10:33,  3.82s/it]
 59%|█████▉    | 27283/46302 [28:54:21<20:10:11,  3.82s/it]
 59%|█████▉    | 27284/46302 [28:54:25<20:10:11,  3.82s/it]
 59%|█████▉    | 27285/46302 [28:54:28<20:10:26,  3.82s/it]
 59%|█████▉    | 27286/46302 [28:54:32<20:10:15,  3.82s/it]
 59%|█████▉    | 27287/46302 [28:54:36<20:09:48,  3.82s/it]
 59%|█████▉    | 27288/46302 [28:54:40<20:09:48,  3.82s/it]
 59%|█████▉    | 27289/46302 [28:54:44<20:09:37,  3.82s/it]
 59%|█████▉    | 27290/46302 [28:54:47<20:09:10,  3.82s/it]
 59%|█████▉    | 27291/46302 [28:54:51<20:09:30,  3.82s/it]
 59%|█████▉    | 27292/46302 [28:54:55<20:09:45,  3.82s/it]
 59%|█████▉    | 27293/46302 [28:54:59<20:09:39,  3.82s/it]
 59%|█████▉    | 27294/46302 [28:55:03<20:09:41,  3.82s/it]
 59%|█████▉    | 27295/46302 [28:55:07<20:09:41,  3.82s/it]
 59%|█████▉    | 27296/46302 [28:55:10<20:09:45,  3.82s/it]
 59%|█████▉    | 27297/46302 [28:55:14<20:07:01,  3.81s/it]
 59%|█████▉    | 27298/46302 [28:55:18<20:06:04,  3.81s/it]
 59%|█████▉    | 27299/46302 [28:55:22<20:05:31,  3.81s/it]
 59%|█████▉    | 27300/46302 [28:55:26<20:03:43,  3.80s/it]
 59%|█████▉    | 27301/46302 [28:55:29<20:05:22,  3.81s/it]
 59%|█████▉    | 27302/46302 [28:55:33<20:05:56,  3.81s/it]
 59%|█████▉    | 27303/46302 [28:55:37<20:06:28,  3.81s/it]
 59%|█████▉    | 27304/46302 [28:55:41<20:06:42,  3.81s/it]
 59%|█████▉    | 27305/46302 [28:55:45<20:06:47,  3.81s/it]
 59%|█████▉    | 27306/46302 [28:55:48<20:06:50,  3.81s/it]
 59%|█████▉    | 27307/46302 [28:55:52<20:07:02,  3.81s/it]
 59%|█████▉    | 27308/46302 [28:55:56<20:07:27,  3.81s/it]
 59%|█████▉    | 27309/46302 [28:56:00<20:07:19,  3.81s/it]
 59%|█████▉    | 27310/46302 [28:56:04<20:07:35,  3.82s/it]
 59%|█████▉    | 27311/46302 [28:56:08<20:07:36,  3.82s/it]
 59%|█████▉    | 27312/46302 [28:56:11<20:07:31,  3.82s/it]
 59%|█████▉    | 27313/46302 [28:56:15<20:07:12,  3.81s/it]
 59%|█████▉    | 27314/46302 [28:56:19<20:06:58,  3.81s/it]
 59%|█████▉    | 27315/46302 [28:56:23<20:06:46,  3.81s/it]
 59%|█████▉    | 27316/46302 [28:56:27<20:06:53,  3.81s/it]
 59%|█████▉    | 27317/46302 [28:56:30<20:06:33,  3.81s/it]
 59%|█████▉    | 27318/46302 [28:56:34<20:06:32,  3.81s/it]
 59%|█████▉    | 27319/46302 [28:56:38<20:06:30,  3.81s/it]
 59%|█████▉    | 27320/46302 [28:56:42<20:06:03,  3.81s/it]
 59%|█████▉    | 27321/46302 [28:56:46<20:06:22,  3.81s/it]
 59%|█████▉    | 27322/46302 [28:56:49<20:06:22,  3.81s/it]
 59%|█████▉    | 27323/46302 [28:56:53<20:06:23,  3.81s/it]
 59%|█████▉    | 27324/46302 [28:56:57<20:06:12,  3.81s/it]
 59%|█████▉    | 27325/46302 [28:57:01<20:05:51,  3.81s/it]
 59%|█████▉    | 27326/46302 [28:57:05<20:05:44,  3.81s/it]
 59%|█████▉    | 27327/46302 [28:57:09<20:05:33,  3.81s/it]
 59%|█████▉    | 27328/46302 [28:57:12<20:06:01,  3.81s/it]
 59%|█████▉    | 27329/46302 [28:57:16<20:06:04,  3.81s/it]
 59%|█████▉    | 27330/46302 [28:57:20<20:05:56,  3.81s/it]
 59%|█████▉    | 27331/46302 [28:57:24<20:05:51,  3.81s/it]
 59%|█████▉    | 27332/46302 [28:57:28<20:05:17,  3.81s/it]
 59%|█████▉    | 27333/46302 [28:57:31<20:04:53,  3.81s/it]
 59%|█████▉    | 27334/46302 [28:57:35<20:05:07,  3.81s/it]
 59%|█████▉    | 27335/46302 [28:57:39<20:05:04,  3.81s/it]
 59%|█████▉    | 27336/46302 [28:57:43<20:04:42,  3.81s/it]
 59%|█████▉    | 27337/46302 [28:57:47<20:04:38,  3.81s/it]
 59%|█████▉    | 27338/46302 [28:57:50<20:04:17,  3.81s/it]
 59%|█████▉    | 27339/46302 [28:57:54<20:04:18,  3.81s/it]
 59%|█████▉    | 27340/46302 [28:57:58<20:04:43,  3.81s/it]
 59%|█████▉    | 27341/46302 [28:58:02<20:05:17,  3.81s/it]
 59%|█████▉    | 27342/46302 [28:58:06<20:05:34,  3.82s/it]
 59%|█████▉    | 27343/46302 [28:58:10<20:05:25,  3.81s/it]
 59%|█████▉    | 27344/46302 [28:58:13<20:05:17,  3.81s/it]
 59%|█████▉    | 27345/46302 [28:58:17<20:05:02,  3.81s/it]
 59%|█████▉    | 27346/46302 [28:58:21<20:05:08,  3.81s/it]
 59%|█████▉    | 27347/46302 [28:58:25<20:04:49,  3.81s/it]
 59%|█████▉    | 27348/46302 [28:58:29<20:04:35,  3.81s/it]
 59%|█████▉    | 27349/46302 [28:58:32<20:04:37,  3.81s/it]
 59%|█████▉    | 27350/46302 [28:58:36<20:04:40,  3.81s/it]
 59%|█████▉    | 27351/46302 [28:58:40<20:04:31,  3.81s/it]
 59%|█████▉    | 27352/46302 [28:58:44<20:04:54,  3.81s/it]
 59%|█████▉    | 27353/46302 [28:58:48<20:04:55,  3.82s/it]
 59%|█████▉    | 27354/46302 [28:58:52<20:05:07,  3.82s/it]
 59%|█████▉    | 27355/46302 [28:58:55<20:04:44,  3.82s/it]
 59%|█████▉    | 27356/46302 [28:58:59<20:04:47,  3.82s/it]
 59%|█████▉    | 27357/46302 [28:59:03<20:04:24,  3.81s/it]
 59%|█████▉    | 27358/46302 [28:59:07<20:03:53,  3.81s/it]
 59%|█████▉    | 27359/46302 [28:59:11<20:03:35,  3.81s/it]
 59%|█████▉    | 27360/46302 [28:59:14<20:03:36,  3.81s/it]
 59%|█████▉    | 27361/46302 [28:59:18<20:03:55,  3.81s/it]
 59%|█████▉    | 27362/46302 [28:59:22<20:03:46,  3.81s/it]
 59%|█████▉    | 27363/46302 [28:59:26<20:03:31,  3.81s/it]
 59%|█████▉    | 27364/46302 [28:59:30<20:03:31,  3.81s/it]
 59%|█████▉    | 27365/46302 [28:59:33<20:02:54,  3.81s/it]
 59%|█████▉    | 27366/46302 [28:59:37<20:02:54,  3.81s/it]
 59%|█████▉    | 27367/46302 [28:59:41<20:01:28,  3.81s/it]
 59%|█████▉    | 27368/46302 [28:59:45<20:01:51,  3.81s/it]
 59%|█████▉    | 27369/46302 [28:59:49<20:01:38,  3.81s/it]
 59%|█████▉    | 27370/46302 [28:59:52<20:01:36,  3.81s/it]
 59%|█████▉    | 27371/46302 [28:59:56<20:02:01,  3.81s/it]
 59%|█████▉    | 27372/46302 [29:00:00<20:02:05,  3.81s/it]
 59%|█████▉    | 27373/46302 [29:00:04<20:01:56,  3.81s/it]
 59%|█████▉    | 27374/46302 [29:00:08<20:02:05,  3.81s/it]
 59%|█████▉    | 27375/46302 [29:00:12<20:02:17,  3.81s/it]
 59%|█████▉    | 27376/46302 [29:00:15<20:02:33,  3.81s/it]
 59%|█████▉    | 27377/46302 [29:00:19<20:02:23,  3.81s/it]
 59%|█████▉    | 27378/46302 [29:00:23<20:02:23,  3.81s/it]
 59%|█████▉    | 27379/46302 [29:00:27<20:02:37,  3.81s/it]
 59%|█████▉    | 27380/46302 [29:00:31<20:02:47,  3.81s/it]
 59%|█████▉    | 27381/46302 [29:00:34<20:03:17,  3.82s/it]
 59%|█████▉    | 27382/46302 [29:00:38<20:03:05,  3.82s/it]
 59%|█████▉    | 27383/46302 [29:00:42<20:03:03,  3.82s/it]
 59%|█████▉    | 27384/46302 [29:00:46<20:02:39,  3.81s/it]
 59%|█████▉    | 27385/46302 [29:00:50<20:02:12,  3.81s/it]
 59%|█████▉    | 27386/46302 [29:00:53<20:02:14,  3.81s/it]
 59%|█████▉    | 27387/46302 [29:00:57<20:02:19,  3.81s/it]
 59%|█████▉    | 27388/46302 [29:01:01<20:01:48,  3.81s/it]
 59%|█████▉    | 27389/46302 [29:01:05<20:02:06,  3.81s/it]
 59%|█████▉    | 27390/46302 [29:01:09<20:02:14,  3.81s/it]
 59%|█████▉    | 27391/46302 [29:01:13<20:01:51,  3.81s/it]
 59%|█████▉    | 27392/46302 [29:01:16<20:02:14,  3.81s/it]
 59%|█████▉    | 27393/46302 [29:01:20<20:02:16,  3.81s/it]
 59%|█████▉    | 27394/46302 [29:01:24<20:01:58,  3.81s/it]
 59%|█████▉    | 27395/46302 [29:01:28<20:02:13,  3.82s/it]
 59%|█████▉    | 27396/46302 [29:01:32<20:02:11,  3.82s/it]
 59%|█████▉    | 27397/46302 [29:01:35<20:01:54,  3.81s/it]
 59%|█████▉    | 27398/46302 [29:01:39<20:01:46,  3.81s/it]
 59%|█████▉    | 27399/46302 [29:01:43<20:01:25,  3.81s/it]
 59%|█████▉    | 27400/46302 [29:01:47<20:01:28,  3.81s/it]
 59%|█████▉    | 27401/46302 [29:01:51<20:00:58,  3.81s/it]
 59%|█████▉    | 27402/46302 [29:01:55<20:01:22,  3.81s/it]
 59%|█████▉    | 27403/46302 [29:01:58<20:01:33,  3.81s/it]
 59%|█████▉    | 27404/46302 [29:02:02<20:01:41,  3.82s/it]
 59%|█████▉    | 27405/46302 [29:02:06<20:01:39,  3.82s/it]
 59%|█████▉    | 27406/46302 [29:02:10<20:01:05,  3.81s/it]
 59%|█████▉    | 27407/46302 [29:02:14<20:00:59,  3.81s/it]
 59%|█████▉    | 27408/46302 [29:02:17<20:00:44,  3.81s/it]
 59%|█████▉    | 27409/46302 [29:02:21<20:00:41,  3.81s/it]
 59%|█████▉    | 27410/46302 [29:02:25<20:01:31,  3.82s/it]
 59%|█████▉    | 27411/46302 [29:02:29<20:01:57,  3.82s/it]
 59%|█████▉    | 27412/46302 [29:02:33<20:02:11,  3.82s/it]
 59%|█████▉    | 27413/46302 [29:02:36<20:02:07,  3.82s/it]
 59%|█████▉    | 27414/46302 [29:02:40<20:02:05,  3.82s/it]
 59%|█████▉    | 27415/46302 [29:02:44<20:01:54,  3.82s/it]
 59%|█████▉    | 27416/46302 [29:02:48<20:01:33,  3.82s/it]
 59%|█████▉    | 27417/46302 [29:02:52<20:01:44,  3.82s/it]
 59%|█████▉    | 27418/46302 [29:02:56<20:01:51,  3.82s/it]
 59%|█████▉    | 27419/46302 [29:02:59<20:01:53,  3.82s/it]
 59%|█████▉    | 27420/46302 [29:03:03<20:01:55,  3.82s/it]
 59%|█████▉    | 27421/46302 [29:03:07<20:01:30,  3.82s/it]
 59%|█████▉    | 27422/46302 [29:03:11<20:01:15,  3.82s/it]
 59%|█████▉    | 27423/46302 [29:03:15<20:01:29,  3.82s/it]
 59%|█████▉    | 27424/46302 [29:03:18<20:01:30,  3.82s/it]
 59%|█████▉    | 27425/46302 [29:03:22<20:01:34,  3.82s/it]
 59%|█████▉    | 27426/46302 [29:03:26<20:01:13,  3.82s/it]
 59%|█████▉    | 27427/46302 [29:03:30<20:01:10,  3.82s/it]
 59%|█████▉    | 27428/46302 [29:03:34<20:01:17,  3.82s/it]
 59%|█████▉    | 27429/46302 [29:03:38<20:01:07,  3.82s/it]
 59%|█████▉    | 27430/46302 [29:03:41<20:00:53,  3.82s/it]
 59%|█████▉    | 27431/46302 [29:03:45<20:00:43,  3.82s/it]
 59%|█████▉    | 27432/46302 [29:03:49<20:00:37,  3.82s/it]
 59%|█████▉    | 27433/46302 [29:03:53<20:00:23,  3.82s/it]
 59%|█████▉    | 27434/46302 [29:03:57<20:00:16,  3.82s/it]
 59%|█████▉    | 27435/46302 [29:04:00<20:00:07,  3.82s/it]
 59%|█████▉    | 27436/46302 [29:04:04<19:59:48,  3.82s/it]
 59%|█████▉    | 27437/46302 [29:04:08<19:59:47,  3.82s/it]
 59%|█████▉    | 27438/46302 [29:04:12<19:59:56,  3.82s/it]
 59%|█████▉    | 27439/46302 [29:04:16<19:59:59,  3.82s/it]
 59%|█████▉    | 27440/46302 [29:04:20<20:00:12,  3.82s/it]
 59%|█████▉    | 27441/46302 [29:04:23<19:59:47,  3.82s/it]
 59%|█████▉    | 27442/46302 [29:04:27<19:59:58,  3.82s/it]
 59%|█████▉    | 27443/46302 [29:04:31<19:59:55,  3.82s/it]
 59%|█████▉    | 27444/46302 [29:04:35<20:00:15,  3.82s/it]
 59%|█████▉    | 27445/46302 [29:04:39<19:59:53,  3.82s/it]
 59%|█████▉    | 27446/46302 [29:04:42<19:59:38,  3.82s/it]
 59%|█████▉    | 27447/46302 [29:04:46<19:59:36,  3.82s/it]
 59%|█████▉    | 27448/46302 [29:04:50<19:59:02,  3.82s/it]
 59%|█████▉    | 27449/46302 [29:04:54<19:58:57,  3.82s/it]
 59%|█████▉    | 27450/46302 [29:04:58<19:58:26,  3.81s/it]
 59%|█████▉    | 27451/46302 [29:05:02<19:57:58,  3.81s/it]
 59%|█████▉    | 27452/46302 [29:05:05<19:58:15,  3.81s/it]
 59%|█████▉    | 27453/46302 [29:05:09<19:58:32,  3.82s/it]
 59%|█████▉    | 27454/46302 [29:05:13<19:58:12,  3.81s/it]
 59%|█████▉    | 27455/46302 [29:05:17<19:58:11,  3.81s/it]
 59%|█████▉    | 27456/46302 [29:05:21<19:58:13,  3.81s/it]
 59%|█████▉    | 27457/46302 [29:05:24<19:57:56,  3.81s/it]
 59%|█████▉    | 27458/46302 [29:05:28<19:57:54,  3.81s/it]
 59%|█████▉    | 27459/46302 [29:05:32<19:58:12,  3.82s/it]
 59%|█████▉    | 27460/46302 [29:05:36<19:58:13,  3.82s/it]
 59%|█████▉    | 27461/46302 [29:05:40<19:58:09,  3.82s/it]
 59%|█████▉    | 27462/46302 [29:05:44<19:57:54,  3.81s/it]
 59%|█████▉    | 27463/46302 [29:05:47<19:58:03,  3.82s/it]
 59%|█████▉    | 27464/46302 [29:05:51<19:58:02,  3.82s/it]
 59%|█████▉    | 27465/46302 [29:05:55<19:57:37,  3.81s/it]
 59%|█████▉    | 27466/46302 [29:05:59<19:57:48,  3.82s/it]
 59%|█████▉    | 27467/46302 [29:06:03<19:57:18,  3.81s/it]
 59%|█████▉    | 27468/46302 [29:06:06<19:57:26,  3.81s/it]
 59%|█████▉    | 27469/46302 [29:06:10<19:57:13,  3.81s/it]
 59%|█████▉    | 27470/46302 [29:06:14<19:57:21,  3.81s/it]
 59%|█████▉    | 27471/46302 [29:06:18<19:57:30,  3.82s/it]
 59%|█████▉    | 27472/46302 [29:06:22<19:57:12,  3.81s/it]
 59%|█████▉    | 27473/46302 [29:06:25<19:57:11,  3.81s/it]
 59%|█████▉    | 27474/46302 [29:06:29<19:57:14,  3.82s/it]
 59%|█████▉    | 27475/46302 [29:06:33<19:57:27,  3.82s/it]
 59%|█████▉    | 27476/46302 [29:06:37<19:57:50,  3.82s/it]
 59%|█████▉    | 27477/46302 [29:06:41<19:58:04,  3.82s/it]
 59%|█████▉    | 27478/46302 [29:06:45<19:57:39,  3.82s/it]
 59%|█████▉    | 27479/46302 [29:06:48<19:57:28,  3.82s/it]
 59%|█████▉    | 27480/46302 [29:06:52<19:57:29,  3.82s/it]
 59%|█████▉    | 27481/46302 [29:06:56<19:57:35,  3.82s/it]
 59%|█████▉    | 27482/46302 [29:07:00<19:57:13,  3.82s/it]
 59%|█████▉    | 27483/46302 [29:07:04<19:57:23,  3.82s/it]
 59%|█████▉    | 27484/46302 [29:07:07<19:56:58,  3.82s/it]
 59%|█████▉    | 27485/46302 [29:07:11<19:56:42,  3.82s/it]
 59%|█████▉    | 27486/46302 [29:07:15<19:57:05,  3.82s/it]
 59%|█████▉    | 27487/46302 [29:07:19<19:57:20,  3.82s/it]
 59%|█████▉    | 27488/46302 [29:07:23<19:57:33,  3.82s/it]
 59%|█████▉    | 27489/46302 [29:07:27<19:57:15,  3.82s/it]
 59%|█████▉    | 27490/46302 [29:07:30<19:57:30,  3.82s/it]
 59%|█████▉    | 27491/46302 [29:07:34<19:57:14,  3.82s/it]
 59%|█████▉    | 27492/46302 [29:07:38<19:57:06,  3.82s/it]
 59%|█████▉    | 27493/46302 [29:07:42<19:56:34,  3.82s/it]
 59%|█████▉    | 27494/46302 [29:07:46<19:56:44,  3.82s/it]
 59%|█████▉    | 27495/46302 [29:07:49<19:56:48,  3.82s/it]
 59%|█████▉    | 27496/46302 [29:07:53<19:57:00,  3.82s/it]
 59%|█████▉    | 27497/46302 [29:07:57<19:57:00,  3.82s/it]
 59%|█████▉    | 27498/46302 [29:08:01<19:56:25,  3.82s/it]
 59%|█████▉    | 27499/46302 [29:08:05<19:56:10,  3.82s/it]
 59%|█████▉    | 27500/46302 [29:08:09<19:56:23,  3.82s/it]
                                                           
{'loss': 3.2043, 'learning_rate': 0.0020751843185731313, 'epoch': 0.59}

 59%|█████▉    | 27500/46302 [29:08:09<19:56:23,  3.82s/it]
 59%|█████▉    | 27501/46302 [29:08:12<19:57:05,  3.82s/it]
 59%|█████▉    | 27502/46302 [29:08:16<19:56:38,  3.82s/it]
 59%|█████▉    | 27503/46302 [29:08:20<19:56:32,  3.82s/it]
 59%|█████▉    | 27504/46302 [29:08:24<19:56:11,  3.82s/it]
 59%|█████▉    | 27505/46302 [29:08:28<19:56:10,  3.82s/it]
 59%|█████▉    | 27506/46302 [29:08:31<19:56:17,  3.82s/it]
 59%|█████▉    | 27507/46302 [29:08:35<19:55:49,  3.82s/it]
 59%|█████▉    | 27508/46302 [29:08:39<19:55:45,  3.82s/it]
 59%|█████▉    | 27509/46302 [29:08:43<19:56:04,  3.82s/it]
 59%|█████▉    | 27510/46302 [29:08:47<19:56:03,  3.82s/it]
 59%|█████▉    | 27511/46302 [29:08:51<19:55:34,  3.82s/it]
 59%|█████▉    | 27512/46302 [29:08:54<19:55:49,  3.82s/it]
 59%|█████▉    | 27513/46302 [29:08:58<19:55:56,  3.82s/it]
 59%|█████▉    | 27514/46302 [29:09:02<19:55:53,  3.82s/it]
 59%|█████▉    | 27515/46302 [29:09:06<19:55:21,  3.82s/it]
 59%|█████▉    | 27516/46302 [29:09:10<19:54:44,  3.82s/it]
 59%|█████▉    | 27517/46302 [29:09:13<19:54:55,  3.82s/it]
 59%|█████▉    | 27518/46302 [29:09:17<19:54:56,  3.82s/it]
 59%|█████▉    | 27519/46302 [29:09:21<19:55:06,  3.82s/it]
 59%|█████▉    | 27520/46302 [29:09:25<19:55:21,  3.82s/it]
 59%|█████▉    | 27521/46302 [29:09:29<19:55:19,  3.82s/it]
 59%|█████▉    | 27522/46302 [29:09:33<19:54:46,  3.82s/it]
 59%|█████▉    | 27523/46302 [29:09:36<19:55:03,  3.82s/it]
 59%|█████▉    | 27524/46302 [29:09:40<19:55:13,  3.82s/it]
 59%|█████▉    | 27525/46302 [29:09:44<19:54:33,  3.82s/it]
 59%|█████▉    | 27526/46302 [29:09:48<19:54:28,  3.82s/it]
 59%|█████▉    | 27527/46302 [29:09:52<19:54:17,  3.82s/it]
 59%|█████▉    | 27528/46302 [29:09:55<19:54:29,  3.82s/it]
 59%|█████▉    | 27529/46302 [29:09:59<19:54:22,  3.82s/it]
 59%|█████▉    | 27530/46302 [29:10:03<19:54:28,  3.82s/it]
 59%|█████▉    | 27531/46302 [29:10:07<19:54:09,  3.82s/it]
 59%|█████▉    | 27532/46302 [29:10:11<19:54:04,  3.82s/it]
 59%|█████▉    | 27533/46302 [29:10:15<19:53:54,  3.82s/it]
 59%|█████▉    | 27534/46302 [29:10:18<19:54:10,  3.82s/it]
 59%|█████▉    | 27535/46302 [29:10:22<19:53:50,  3.82s/it]
 59%|█████▉    | 27536/46302 [29:10:26<19:54:01,  3.82s/it]
 59%|█████▉    | 27537/46302 [29:10:30<19:54:11,  3.82s/it]
 59%|█████▉    | 27538/46302 [29:10:34<19:54:23,  3.82s/it]
 59%|█████▉    | 27539/46302 [29:10:37<19:54:13,  3.82s/it]
 59%|█████▉    | 27540/46302 [29:10:41<19:54:11,  3.82s/it]
 59%|█████▉    | 27541/46302 [29:10:45<19:53:59,  3.82s/it]
 59%|█████▉    | 27542/46302 [29:10:49<19:53:41,  3.82s/it]
 59%|█████▉    | 27543/46302 [29:10:53<19:53:44,  3.82s/it]
 59%|█████▉    | 27544/46302 [29:10:57<19:53:33,  3.82s/it]
 59%|█████▉    | 27545/46302 [29:11:00<19:53:37,  3.82s/it]
 59%|█████▉    | 27546/46302 [29:11:04<19:53:26,  3.82s/it]
 59%|█████▉    | 27547/46302 [29:11:08<19:53:29,  3.82s/it]
 59%|█████▉    | 27548/46302 [29:11:12<19:53:12,  3.82s/it]
 59%|█████▉    | 27549/46302 [29:11:16<19:53:16,  3.82s/it]
 60%|█████▉    | 27550/46302 [29:11:19<19:53:23,  3.82s/it]
 60%|█████▉    | 27551/46302 [29:11:23<19:53:32,  3.82s/it]
 60%|█████▉    | 27552/46302 [29:11:27<19:53:11,  3.82s/it]
 60%|█████▉    | 27553/46302 [29:11:31<19:53:28,  3.82s/it]
 60%|█████▉    | 27554/46302 [29:11:35<19:53:30,  3.82s/it]
 60%|█████▉    | 27555/46302 [29:11:39<19:52:36,  3.82s/it]
 60%|█████▉    | 27556/46302 [29:11:42<19:52:41,  3.82s/it]
 60%|█████▉    | 27557/46302 [29:11:46<19:52:51,  3.82s/it]
 60%|█████▉    | 27558/46302 [29:11:50<19:52:42,  3.82s/it]
 60%|█████▉    | 27559/46302 [29:11:54<19:53:03,  3.82s/it]
 60%|█████▉    | 27560/46302 [29:11:58<19:53:12,  3.82s/it]
 60%|█████▉    | 27561/46302 [29:12:01<19:52:43,  3.82s/it]
 60%|█████▉    | 27562/46302 [29:12:05<19:52:33,  3.82s/it]
 60%|█████▉    | 27563/46302 [29:12:09<19:52:04,  3.82s/it]
 60%|█████▉    | 27564/46302 [29:12:13<19:52:14,  3.82s/it]
 60%|█████▉    | 27565/46302 [29:12:17<19:52:04,  3.82s/it]
 60%|█████▉    | 27566/46302 [29:12:21<19:51:31,  3.82s/it]
 60%|█████▉    | 27567/46302 [29:12:24<19:50:41,  3.81s/it]
 60%|█████▉    | 27568/46302 [29:12:28<19:51:21,  3.82s/it]
 60%|█████▉    | 27569/46302 [29:12:32<19:51:30,  3.82s/it]
 60%|█████▉    | 27570/46302 [29:12:36<19:51:33,  3.82s/it]
 60%|█████▉    | 27571/46302 [29:12:40<19:52:01,  3.82s/it]
 60%|█████▉    | 27572/46302 [29:12:43<19:52:07,  3.82s/it]
 60%|█████▉    | 27573/46302 [29:12:47<19:52:00,  3.82s/it]
 60%|█████▉    | 27574/46302 [29:12:51<19:51:40,  3.82s/it]
 60%|█████▉    | 27575/46302 [29:12:55<19:51:22,  3.82s/it]
 60%|█████▉    | 27576/46302 [29:12:59<19:51:15,  3.82s/it]
 60%|█████▉    | 27577/46302 [29:13:03<19:50:59,  3.82s/it]
 60%|█████▉    | 27578/46302 [29:13:06<19:50:46,  3.82s/it]
 60%|█████▉    | 27579/46302 [29:13:10<19:51:10,  3.82s/it]
 60%|█████▉    | 27580/46302 [29:13:14<19:51:13,  3.82s/it]
 60%|█████▉    | 27581/46302 [29:13:18<19:51:11,  3.82s/it]
 60%|█████▉    | 27582/46302 [29:13:22<19:51:16,  3.82s/it]
 60%|█████▉    | 27583/46302 [29:13:25<19:51:14,  3.82s/it]
 60%|█████▉    | 27584/46302 [29:13:29<19:50:53,  3.82s/it]
 60%|█████▉    | 27585/46302 [29:13:33<19:51:06,  3.82s/it]
 60%|█████▉    | 27586/46302 [29:13:37<19:51:02,  3.82s/it]
 60%|█████▉    | 27587/46302 [29:13:41<19:50:54,  3.82s/it]
 60%|█████▉    | 27588/46302 [29:13:45<19:50:38,  3.82s/it]
 60%|█████▉    | 27589/46302 [29:13:48<19:50:48,  3.82s/it]
 60%|█████▉    | 27590/46302 [29:13:52<19:50:52,  3.82s/it]
 60%|█████▉    | 27591/46302 [29:13:56<19:50:24,  3.82s/it]
 60%|█████▉    | 27592/46302 [29:14:00<19:50:13,  3.82s/it]
 60%|█████▉    | 27593/46302 [29:14:04<19:50:36,  3.82s/it]
 60%|█████▉    | 27594/46302 [29:14:07<19:50:14,  3.82s/it]
 60%|█████▉    | 27595/46302 [29:14:11<19:50:24,  3.82s/it]
 60%|█████▉    | 27596/46302 [29:14:15<19:50:22,  3.82s/it]
 60%|█████▉    | 27597/46302 [29:14:19<19:50:12,  3.82s/it]
 60%|█████▉    | 27598/46302 [29:14:23<19:49:49,  3.82s/it]
 60%|█████▉    | 27599/46302 [29:14:27<19:49:30,  3.82s/it]
 60%|█████▉    | 27600/46302 [29:14:30<19:49:38,  3.82s/it]
 60%|█████▉    | 27601/46302 [29:14:34<19:49:37,  3.82s/it]
 60%|█████▉    | 27602/46302 [29:14:38<19:49:48,  3.82s/it]
 60%|█████▉    | 27603/46302 [29:14:42<19:49:46,  3.82s/it]
 60%|█████▉    | 27604/46302 [29:14:46<19:49:12,  3.82s/it]
 60%|█████▉    | 27605/46302 [29:14:49<19:49:23,  3.82s/it]
 60%|█████▉    | 27606/46302 [29:14:53<19:49:36,  3.82s/it]
 60%|█████▉    | 27607/46302 [29:14:57<19:49:57,  3.82s/it]
 60%|█████▉    | 27608/46302 [29:15:01<19:49:54,  3.82s/it]
 60%|█████▉    | 27609/46302 [29:15:05<19:49:51,  3.82s/it]
 60%|█████▉    | 27610/46302 [29:15:09<19:49:45,  3.82s/it]
 60%|█████▉    | 27611/46302 [29:15:12<19:49:46,  3.82s/it]
 60%|█████▉    | 27612/46302 [29:15:16<19:49:47,  3.82s/it]
 60%|█████▉    | 27613/46302 [29:15:20<19:49:31,  3.82s/it]
 60%|█████▉    | 27614/46302 [29:15:24<19:49:36,  3.82s/it]
 60%|█████▉    | 27615/46302 [29:15:28<19:49:31,  3.82s/it]
 60%|█████▉    | 27616/46302 [29:15:31<19:49:29,  3.82s/it]
 60%|█████▉    | 27617/46302 [29:15:35<19:49:33,  3.82s/it]
 60%|█████▉    | 27618/46302 [29:15:39<19:49:23,  3.82s/it]
 60%|█████▉    | 27619/46302 [29:15:43<19:49:15,  3.82s/it]
 60%|█████▉    | 27620/46302 [29:15:47<19:49:19,  3.82s/it]
 60%|█████▉    | 27621/46302 [29:15:51<19:49:07,  3.82s/it]
 60%|█████▉    | 27622/46302 [29:15:54<19:48:30,  3.82s/it]
 60%|█████▉    | 27623/46302 [29:15:58<19:48:40,  3.82s/it]
 60%|█████▉    | 27624/46302 [29:16:02<19:48:58,  3.82s/it]
 60%|█████▉    | 27625/46302 [29:16:06<19:48:53,  3.82s/it]
 60%|█████▉    | 27626/46302 [29:16:10<19:48:44,  3.82s/it]
 60%|█████▉    | 27627/46302 [29:16:13<19:48:36,  3.82s/it]
 60%|█████▉    | 27628/46302 [29:16:17<19:48:58,  3.82s/it]
 60%|█████▉    | 27629/46302 [29:16:21<19:48:27,  3.82s/it]
 60%|█████▉    | 27630/46302 [29:16:25<19:48:21,  3.82s/it]
 60%|█████▉    | 27631/46302 [29:16:29<19:48:12,  3.82s/it]
 60%|█████▉    | 27632/46302 [29:16:33<19:47:46,  3.82s/it]
 60%|█████▉    | 27633/46302 [29:16:36<19:47:22,  3.82s/it]
 60%|█████▉    | 27634/46302 [29:16:40<19:47:04,  3.82s/it]
 60%|█████▉    | 27635/46302 [29:16:44<19:46:49,  3.81s/it]
 60%|█████▉    | 27636/46302 [29:16:48<19:47:00,  3.82s/it]
 60%|█████▉    | 27637/46302 [29:16:52<19:47:08,  3.82s/it]
 60%|█████▉    | 27638/46302 [29:16:55<19:46:41,  3.81s/it]
 60%|█████▉    | 27639/46302 [29:16:59<19:46:30,  3.81s/it]
 60%|█████▉    | 27640/46302 [29:17:03<19:46:20,  3.81s/it]
 60%|█████▉    | 27641/46302 [29:17:07<19:46:40,  3.82s/it]
 60%|█████▉    | 27642/46302 [29:17:11<19:47:00,  3.82s/it]
 60%|█████▉    | 27643/46302 [29:17:15<19:47:13,  3.82s/it]
 60%|█████▉    | 27644/46302 [29:17:18<19:47:02,  3.82s/it]
 60%|█████▉    | 27645/46302 [29:17:22<19:47:07,  3.82s/it]
 60%|█████▉    | 27646/46302 [29:17:26<19:46:56,  3.82s/it]
 60%|█████▉    | 27647/46302 [29:17:30<19:47:07,  3.82s/it]
 60%|█████▉    | 27648/46302 [29:17:34<19:46:59,  3.82s/it]
 60%|█████▉    | 27649/46302 [29:17:37<19:46:59,  3.82s/it]
 60%|█████▉    | 27650/46302 [29:17:41<19:46:49,  3.82s/it]
 60%|█████▉    | 27651/46302 [29:17:45<19:46:25,  3.82s/it]
 60%|█████▉    | 27652/46302 [29:17:49<19:46:29,  3.82s/it]
 60%|█████▉    | 27653/46302 [29:17:53<19:46:06,  3.82s/it]
 60%|█████▉    | 27654/46302 [29:17:56<19:46:03,  3.82s/it]
 60%|█████▉    | 27655/46302 [29:18:00<19:46:13,  3.82s/it]
 60%|█████▉    | 27656/46302 [29:18:04<19:46:17,  3.82s/it]
 60%|█████▉    | 27657/46302 [29:18:08<19:46:26,  3.82s/it]
 60%|█████▉    | 27658/46302 [29:18:12<19:46:31,  3.82s/it]
 60%|█████▉    | 27659/46302 [29:18:16<19:46:19,  3.82s/it]
 60%|█████▉    | 27660/46302 [29:18:19<19:46:18,  3.82s/it]
 60%|█████▉    | 27661/46302 [29:18:23<19:46:12,  3.82s/it]
 60%|█████▉    | 27662/46302 [29:18:27<19:46:08,  3.82s/it]
 60%|█████▉    | 27663/46302 [29:18:31<19:45:58,  3.82s/it]
 60%|█████▉    | 27664/46302 [29:18:35<19:45:46,  3.82s/it]
 60%|█████▉    | 27665/46302 [29:18:38<19:45:59,  3.82s/it]
 60%|█████▉    | 27666/46302 [29:18:42<19:45:32,  3.82s/it]
 60%|█████▉    | 27667/46302 [29:18:46<19:45:46,  3.82s/it]
 60%|█████▉    | 27668/46302 [29:18:50<19:45:36,  3.82s/it]
 60%|█████▉    | 27669/46302 [29:18:54<19:45:35,  3.82s/it]
 60%|█████▉    | 27670/46302 [29:18:58<19:45:31,  3.82s/it]
 60%|█████▉    | 27671/46302 [29:19:01<19:45:05,  3.82s/it]
 60%|█████▉    | 27672/46302 [29:19:05<19:44:47,  3.82s/it]
 60%|█████▉    | 27673/46302 [29:19:09<19:44:50,  3.82s/it]
 60%|█████▉    | 27674/46302 [29:19:13<19:44:58,  3.82s/it]
 60%|█████▉    | 27675/46302 [29:19:17<19:45:13,  3.82s/it]
 60%|█████▉    | 27676/46302 [29:19:20<19:45:26,  3.82s/it]
 60%|█████▉    | 27677/46302 [29:19:24<19:45:15,  3.82s/it]
 60%|█████▉    | 27678/46302 [29:19:28<19:45:10,  3.82s/it]
 60%|█████▉    | 27679/46302 [29:19:32<19:45:23,  3.82s/it]
 60%|█████▉    | 27680/46302 [29:19:36<19:45:01,  3.82s/it]
 60%|█████▉    | 27681/46302 [29:19:40<19:45:10,  3.82s/it]
 60%|█████▉    | 27682/46302 [29:19:43<19:44:53,  3.82s/it]
 60%|█████▉    | 27683/46302 [29:19:47<19:44:53,  3.82s/it]
 60%|█████▉    | 27684/46302 [29:19:51<19:44:54,  3.82s/it]
 60%|█████▉    | 27685/46302 [29:19:55<19:44:39,  3.82s/it]
 60%|█████▉    | 27686/46302 [29:19:59<19:44:04,  3.82s/it]
 60%|█████▉    | 27687/46302 [29:20:02<19:43:41,  3.82s/it]
 60%|█████▉    | 27688/46302 [29:20:06<19:44:14,  3.82s/it]
 60%|█████▉    | 27689/46302 [29:20:10<19:44:34,  3.82s/it]
 60%|█████▉    | 27690/46302 [29:20:14<19:44:36,  3.82s/it]
 60%|█████▉    | 27691/46302 [29:20:18<19:44:50,  3.82s/it]
 60%|█████▉    | 27692/46302 [29:20:22<19:44:27,  3.82s/it]
 60%|█████▉    | 27693/46302 [29:20:25<19:44:11,  3.82s/it]
 60%|█████▉    | 27694/46302 [29:20:29<19:44:15,  3.82s/it]
 60%|█████▉    | 27695/46302 [29:20:33<19:44:20,  3.82s/it]
 60%|█████▉    | 27696/46302 [29:20:37<19:44:23,  3.82s/it]
 60%|█████▉    | 27697/46302 [29:20:41<19:43:56,  3.82s/it]
 60%|█████▉    | 27698/46302 [29:20:44<19:44:05,  3.82s/it]
 60%|█████▉    | 27699/46302 [29:20:48<19:44:19,  3.82s/it]
 60%|█████▉    | 27700/46302 [29:20:52<19:44:13,  3.82s/it]
 60%|█████▉    | 27701/46302 [29:20:56<19:44:16,  3.82s/it]
 60%|█████▉    | 27702/46302 [29:21:00<19:43:32,  3.82s/it]
 60%|█████▉    | 27703/46302 [29:21:04<19:43:50,  3.82s/it]
 60%|█████▉    | 27704/46302 [29:21:07<19:44:06,  3.82s/it]
 60%|█████▉    | 27705/46302 [29:21:11<19:44:09,  3.82s/it]
 60%|█████▉    | 27706/46302 [29:21:15<19:44:05,  3.82s/it]
 60%|█████▉    | 27707/46302 [29:21:19<19:44:02,  3.82s/it]
 60%|█████▉    | 27708/46302 [29:21:23<19:43:30,  3.82s/it]
 60%|█████▉    | 27709/46302 [29:21:27<19:43:24,  3.82s/it]
 60%|█████▉    | 27710/46302 [29:21:30<19:43:31,  3.82s/it]
 60%|█████▉    | 27711/46302 [29:21:34<19:43:26,  3.82s/it]
 60%|█████▉    | 27712/46302 [29:21:38<19:43:10,  3.82s/it]
 60%|█████▉    | 27713/46302 [29:21:42<19:43:00,  3.82s/it]
 60%|█████▉    | 27714/46302 [29:21:46<19:42:54,  3.82s/it]
 60%|█████▉    | 27715/46302 [29:21:49<19:43:11,  3.82s/it]
 60%|█████▉    | 27716/46302 [29:21:53<19:43:17,  3.82s/it]
 60%|█████▉    | 27717/46302 [29:21:57<19:43:18,  3.82s/it]
 60%|█████▉    | 27718/46302 [29:22:01<19:43:03,  3.82s/it]
 60%|█████▉    | 27719/46302 [29:22:05<19:43:00,  3.82s/it]
 60%|█████▉    | 27720/46302 [29:22:09<19:42:37,  3.82s/it]
 60%|█████▉    | 27721/46302 [29:22:12<19:42:46,  3.82s/it]
 60%|█████▉    | 27722/46302 [29:22:16<19:42:57,  3.82s/it]
 60%|█████▉    | 27723/46302 [29:22:20<19:42:44,  3.82s/it]
 60%|█████▉    | 27724/46302 [29:22:24<19:42:56,  3.82s/it]
 60%|█████▉    | 27725/46302 [29:22:28<19:42:53,  3.82s/it]
 60%|█████▉    | 27726/46302 [29:22:31<19:42:53,  3.82s/it]
 60%|█████▉    | 27727/46302 [29:22:35<19:42:31,  3.82s/it]
 60%|█████▉    | 27728/46302 [29:22:39<19:42:35,  3.82s/it]
 60%|█████▉    | 27729/46302 [29:22:43<19:42:06,  3.82s/it]
 60%|█████▉    | 27730/46302 [29:22:47<19:42:06,  3.82s/it]
 60%|█████▉    | 27731/46302 [29:22:51<19:42:22,  3.82s/it]
 60%|█████▉    | 27732/46302 [29:22:54<19:42:20,  3.82s/it]
 60%|█████▉    | 27733/46302 [29:22:58<19:42:17,  3.82s/it]
 60%|█████▉    | 27734/46302 [29:23:02<19:42:46,  3.82s/it]
 60%|█████▉    | 27735/46302 [29:23:06<19:42:20,  3.82s/it]
 60%|█████▉    | 27736/46302 [29:23:10<19:42:17,  3.82s/it]
 60%|█████▉    | 27737/46302 [29:23:13<19:42:23,  3.82s/it]
 60%|█████▉    | 27738/46302 [29:23:17<19:42:00,  3.82s/it]
 60%|█████▉    | 27739/46302 [29:23:21<19:41:43,  3.82s/it]
 60%|█████▉    | 27740/46302 [29:23:25<19:41:32,  3.82s/it]
 60%|█████▉    | 27741/46302 [29:23:29<19:40:50,  3.82s/it]
 60%|█████▉    | 27742/46302 [29:23:33<19:40:38,  3.82s/it]
 60%|█████▉    | 27743/46302 [29:23:36<19:40:52,  3.82s/it]
 60%|█████▉    | 27744/46302 [29:23:40<19:41:09,  3.82s/it]
 60%|█████▉    | 27745/46302 [29:23:44<19:41:23,  3.82s/it]
 60%|█████▉    | 27746/46302 [29:23:48<19:41:14,  3.82s/it]
 60%|█████▉    | 27747/46302 [29:23:52<19:41:16,  3.82s/it]
 60%|█████▉    | 27748/46302 [29:23:55<19:41:17,  3.82s/it]
 60%|█████▉    | 27749/46302 [29:23:59<19:41:15,  3.82s/it]
 60%|█████▉    | 27750/46302 [29:24:03<19:41:09,  3.82s/it]
 60%|█████▉    | 27751/46302 [29:24:07<19:41:14,  3.82s/it]
 60%|█████▉    | 27752/46302 [29:24:11<19:40:51,  3.82s/it]
 60%|█████▉    | 27753/46302 [29:24:15<19:41:02,  3.82s/it]
 60%|█████▉    | 27754/46302 [29:24:18<19:40:34,  3.82s/it]
 60%|█████▉    | 27755/46302 [29:24:22<19:40:36,  3.82s/it]
 60%|█████▉    | 27756/46302 [29:24:26<19:40:49,  3.82s/it]
 60%|█████▉    | 27757/46302 [29:24:30<19:40:46,  3.82s/it]
 60%|█████▉    | 27758/46302 [29:24:34<19:40:20,  3.82s/it]
 60%|█████▉    | 27759/46302 [29:24:37<19:39:18,  3.82s/it]
 60%|█████▉    | 27760/46302 [29:24:41<19:39:24,  3.82s/it]
 60%|█████▉    | 27761/46302 [29:24:45<19:38:49,  3.81s/it]
 60%|█████▉    | 27762/46302 [29:24:49<19:38:53,  3.82s/it]
 60%|█████▉    | 27763/46302 [29:24:53<19:39:24,  3.82s/it]
 60%|█████▉    | 27764/46302 [29:24:57<19:39:32,  3.82s/it]
 60%|█████▉    | 27765/46302 [29:25:00<19:39:19,  3.82s/it]
 60%|█████▉    | 27766/46302 [29:25:04<19:39:50,  3.82s/it]
 60%|█████▉    | 27767/46302 [29:25:08<19:38:22,  3.81s/it]
 60%|█████▉    | 27768/46302 [29:25:12<19:37:50,  3.81s/it]
 60%|█████▉    | 27769/46302 [29:25:16<19:38:29,  3.82s/it]
 60%|█████▉    | 27770/46302 [29:25:19<19:39:09,  3.82s/it]
 60%|█████▉    | 27771/46302 [29:25:23<19:39:27,  3.82s/it]
 60%|█████▉    | 27772/46302 [29:25:27<19:39:34,  3.82s/it]
 60%|█████▉    | 27773/46302 [29:25:31<19:39:38,  3.82s/it]
 60%|█████▉    | 27774/46302 [29:25:35<19:39:40,  3.82s/it]
 60%|█████▉    | 27775/46302 [29:25:39<19:39:34,  3.82s/it]
 60%|█████▉    | 27776/46302 [29:25:42<19:39:05,  3.82s/it]
 60%|█████▉    | 27777/46302 [29:25:46<19:39:05,  3.82s/it]
 60%|█████▉    | 27778/46302 [29:25:50<19:39:19,  3.82s/it]
 60%|█████▉    | 27779/46302 [29:25:54<19:39:26,  3.82s/it]
 60%|█████▉    | 27780/46302 [29:25:58<19:38:54,  3.82s/it]
 60%|█████▉    | 27781/46302 [29:26:01<19:38:38,  3.82s/it]
 60%|██████    | 27782/46302 [29:26:05<19:38:49,  3.82s/it]
 60%|██████    | 27783/46302 [29:26:09<19:38:30,  3.82s/it]
 60%|██████    | 27784/46302 [29:26:13<19:38:28,  3.82s/it]
 60%|██████    | 27785/46302 [29:26:17<19:38:49,  3.82s/it]
 60%|██████    | 27786/46302 [29:26:21<19:38:41,  3.82s/it]
 60%|██████    | 27787/46302 [29:26:24<19:38:52,  3.82s/it]
 60%|██████    | 27788/46302 [29:26:28<19:39:08,  3.82s/it]
 60%|██████    | 27789/46302 [29:26:32<19:39:33,  3.82s/it]
 60%|██████    | 27790/46302 [29:26:36<19:39:34,  3.82s/it]
 60%|██████    | 27791/46302 [29:26:40<19:39:34,  3.82s/it]
 60%|██████    | 27792/46302 [29:26:44<19:39:35,  3.82s/it]
 60%|██████    | 27793/46302 [29:26:47<19:39:18,  3.82s/it]
 60%|██████    | 27794/46302 [29:26:51<19:39:10,  3.82s/it]
 60%|██████    | 27795/46302 [29:26:55<19:39:16,  3.82s/it]
 60%|██████    | 27796/46302 [29:26:59<19:38:53,  3.82s/it]
 60%|██████    | 27797/46302 [29:27:03<19:39:05,  3.82s/it]
 60%|██████    | 27798/46302 [29:27:06<19:38:55,  3.82s/it]
 60%|██████    | 27799/46302 [29:27:10<19:38:36,  3.82s/it]
 60%|██████    | 27800/46302 [29:27:14<19:38:23,  3.82s/it]
 60%|██████    | 27801/46302 [29:27:18<19:38:28,  3.82s/it]
 60%|██████    | 27802/46302 [29:27:22<19:38:15,  3.82s/it]
 60%|██████    | 27803/46302 [29:27:26<19:38:14,  3.82s/it]
 60%|██████    | 27804/46302 [29:27:29<19:38:06,  3.82s/it]
 60%|██████    | 27805/46302 [29:27:33<19:38:00,  3.82s/it]
 60%|██████    | 27806/46302 [29:27:37<19:37:56,  3.82s/it]
 60%|██████    | 27807/46302 [29:27:41<19:37:58,  3.82s/it]
 60%|██████    | 27808/46302 [29:27:45<19:37:44,  3.82s/it]
 60%|██████    | 27809/46302 [29:27:48<19:37:02,  3.82s/it]
 60%|██████    | 27810/46302 [29:27:52<19:37:20,  3.82s/it]
 60%|██████    | 27811/46302 [29:27:56<19:37:29,  3.82s/it]
 60%|██████    | 27812/46302 [29:28:00<19:37:20,  3.82s/it]
 60%|██████    | 27813/46302 [29:28:04<19:37:27,  3.82s/it]
 60%|██████    | 27814/46302 [29:28:08<19:37:23,  3.82s/it]
 60%|██████    | 27815/46302 [29:28:11<19:37:17,  3.82s/it]
 60%|██████    | 27816/46302 [29:28:15<19:37:20,  3.82s/it]
 60%|██████    | 27817/46302 [29:28:19<19:37:20,  3.82s/it]
 60%|██████    | 27818/46302 [29:28:23<19:37:02,  3.82s/it]
 60%|██████    | 27819/46302 [29:28:27<19:37:10,  3.82s/it]
 60%|██████    | 27820/46302 [29:28:31<19:36:57,  3.82s/it]
 60%|██████    | 27821/46302 [29:28:34<19:36:51,  3.82s/it]
 60%|██████    | 27822/46302 [29:28:38<19:37:02,  3.82s/it]
 60%|██████    | 27823/46302 [29:28:42<19:36:59,  3.82s/it]
 60%|██████    | 27824/46302 [29:28:46<19:36:52,  3.82s/it]
 60%|██████    | 27825/46302 [29:28:50<19:36:51,  3.82s/it]
 60%|██████    | 27826/46302 [29:28:53<19:36:25,  3.82s/it]
 60%|██████    | 27827/46302 [29:28:57<19:36:32,  3.82s/it]
 60%|██████    | 27828/46302 [29:29:01<19:36:29,  3.82s/it]
 60%|██████    | 27829/46302 [29:29:05<19:36:31,  3.82s/it]
 60%|██████    | 27830/46302 [29:29:09<19:36:23,  3.82s/it]
 60%|██████    | 27831/46302 [29:29:13<19:36:03,  3.82s/it]
 60%|██████    | 27832/46302 [29:29:16<19:36:23,  3.82s/it]
 60%|██████    | 27833/46302 [29:29:20<19:36:11,  3.82s/it]
 60%|██████    | 27834/46302 [29:29:24<19:36:01,  3.82s/it]
 60%|██████    | 27835/46302 [29:29:28<19:35:46,  3.82s/it]
 60%|██████    | 27836/46302 [29:29:32<19:35:45,  3.82s/it]
 60%|██████    | 27837/46302 [29:29:35<19:35:48,  3.82s/it]
 60%|██████    | 27838/46302 [29:29:39<19:35:46,  3.82s/it]
 60%|██████    | 27839/46302 [29:29:43<19:35:45,  3.82s/it]
 60%|██████    | 27840/46302 [29:29:47<19:35:55,  3.82s/it]
 60%|██████    | 27841/46302 [29:29:51<19:35:33,  3.82s/it]
 60%|██████    | 27842/46302 [29:29:55<19:35:22,  3.82s/it]
 60%|██████    | 27843/46302 [29:29:58<19:35:33,  3.82s/it]
 60%|██████    | 27844/46302 [29:30:02<19:35:29,  3.82s/it]
 60%|██████    | 27845/46302 [29:30:06<19:35:13,  3.82s/it]
 60%|██████    | 27846/46302 [29:30:10<19:35:11,  3.82s/it]
 60%|██████    | 27847/46302 [29:30:14<19:35:20,  3.82s/it]
 60%|██████    | 27848/46302 [29:30:17<19:35:15,  3.82s/it]
 60%|██████    | 27849/46302 [29:30:21<19:35:19,  3.82s/it]
 60%|██████    | 27850/46302 [29:30:25<19:35:11,  3.82s/it]
 60%|██████    | 27851/46302 [29:30:29<19:34:58,  3.82s/it]
 60%|██████    | 27852/46302 [29:30:33<19:34:26,  3.82s/it]
 60%|██████    | 27853/46302 [29:30:37<19:34:20,  3.82s/it]
 60%|██████    | 27854/46302 [29:30:40<19:34:02,  3.82s/it]
 60%|██████    | 27855/46302 [29:30:44<19:33:47,  3.82s/it]
 60%|██████    | 27856/46302 [29:30:48<19:33:25,  3.82s/it]
 60%|██████    | 27857/46302 [29:30:52<19:33:37,  3.82s/it]
 60%|██████    | 27858/46302 [29:30:56<19:33:28,  3.82s/it]
 60%|██████    | 27859/46302 [29:31:00<19:33:49,  3.82s/it]
 60%|██████    | 27860/46302 [29:31:03<19:33:50,  3.82s/it]
 60%|██████    | 27861/46302 [29:31:07<19:33:48,  3.82s/it]
 60%|██████    | 27862/46302 [29:31:11<19:33:49,  3.82s/it]
 60%|██████    | 27863/46302 [29:31:15<19:33:49,  3.82s/it]
 60%|██████    | 27864/46302 [29:31:19<19:33:53,  3.82s/it]
 60%|██████    | 27865/46302 [29:31:22<19:33:52,  3.82s/it]
 60%|██████    | 27866/46302 [29:31:26<19:33:25,  3.82s/it]
 60%|██████    | 27867/46302 [29:31:30<19:33:45,  3.82s/it]
 60%|██████    | 27868/46302 [29:31:34<19:33:46,  3.82s/it]
 60%|██████    | 27869/46302 [29:31:38<19:33:57,  3.82s/it]
 60%|██████    | 27870/46302 [29:31:42<19:33:54,  3.82s/it]
 60%|██████    | 27871/46302 [29:31:45<19:33:44,  3.82s/it]
 60%|██████    | 27872/46302 [29:31:49<19:33:14,  3.82s/it]
 60%|██████    | 27873/46302 [29:31:53<19:33:23,  3.82s/it]
 60%|██████    | 27874/46302 [29:31:57<19:33:17,  3.82s/it]
 60%|██████    | 27875/46302 [29:32:01<19:33:22,  3.82s/it]
 60%|██████    | 27876/46302 [29:32:04<19:33:17,  3.82s/it]
 60%|██████    | 27877/46302 [29:32:08<19:33:05,  3.82s/it]
 60%|██████    | 27878/46302 [29:32:12<19:33:05,  3.82s/it]
 60%|██████    | 27879/46302 [29:32:16<19:33:20,  3.82s/it]
 60%|██████    | 27880/46302 [29:32:20<19:33:17,  3.82s/it]
 60%|██████    | 27881/46302 [29:32:24<19:33:04,  3.82s/it]
 60%|██████    | 27882/46302 [29:32:27<19:33:02,  3.82s/it]
 60%|██████    | 27883/46302 [29:32:31<19:32:56,  3.82s/it]
 60%|██████    | 27884/46302 [29:32:35<19:32:55,  3.82s/it]
 60%|██████    | 27885/46302 [29:32:39<19:32:41,  3.82s/it]
 60%|██████    | 27886/46302 [29:32:43<19:31:49,  3.82s/it]
 60%|██████    | 27887/46302 [29:32:46<19:31:45,  3.82s/it]
 60%|██████    | 27888/46302 [29:32:50<19:31:47,  3.82s/it]
 60%|██████    | 27889/46302 [29:32:54<19:32:14,  3.82s/it]
 60%|██████    | 27890/46302 [29:32:58<19:32:33,  3.82s/it]
 60%|██████    | 27891/46302 [29:33:02<19:32:19,  3.82s/it]
 60%|██████    | 27892/46302 [29:33:06<19:32:20,  3.82s/it]
 60%|██████    | 27893/46302 [29:33:09<19:32:09,  3.82s/it]
 60%|██████    | 27894/46302 [29:33:13<19:32:08,  3.82s/it]
 60%|██████    | 27895/46302 [29:33:17<19:32:10,  3.82s/it]
 60%|██████    | 27896/46302 [29:33:21<19:32:00,  3.82s/it]
 60%|██████    | 27897/46302 [29:33:25<19:31:45,  3.82s/it]
 60%|██████    | 27898/46302 [29:33:28<19:31:42,  3.82s/it]
 60%|██████    | 27899/46302 [29:33:32<19:31:53,  3.82s/it]
 60%|██████    | 27900/46302 [29:33:36<19:31:54,  3.82s/it]
 60%|██████    | 27901/46302 [29:33:40<19:31:33,  3.82s/it]
 60%|██████    | 27902/46302 [29:33:44<19:31:30,  3.82s/it]
 60%|██████    | 27903/46302 [29:33:48<19:31:45,  3.82s/it]
 60%|██████    | 27904/46302 [29:33:51<19:31:40,  3.82s/it]
 60%|██████    | 27905/46302 [29:33:55<19:31:14,  3.82s/it]
 60%|██████    | 27906/46302 [29:33:59<19:31:24,  3.82s/it]
 60%|██████    | 27907/46302 [29:34:03<19:31:14,  3.82s/it]
 60%|██████    | 27908/46302 [29:34:07<19:31:08,  3.82s/it]
 60%|██████    | 27909/46302 [29:34:11<19:31:07,  3.82s/it]
 60%|██████    | 27910/46302 [29:34:14<19:31:05,  3.82s/it]
 60%|██████    | 27911/46302 [29:34:18<19:30:34,  3.82s/it]
 60%|██████    | 27912/46302 [29:34:22<19:30:38,  3.82s/it]
 60%|██████    | 27913/46302 [29:34:26<19:30:46,  3.82s/it]
 60%|██████    | 27914/46302 [29:34:30<19:30:47,  3.82s/it]
 60%|██████    | 27915/46302 [29:34:33<19:30:55,  3.82s/it]
 60%|██████    | 27916/46302 [29:34:37<19:30:38,  3.82s/it]
 60%|██████    | 27917/46302 [29:34:41<19:30:37,  3.82s/it]
 60%|██████    | 27918/46302 [29:34:45<19:29:48,  3.82s/it]
 60%|██████    | 27919/46302 [29:34:49<19:29:54,  3.82s/it]
 60%|██████    | 27920/46302 [29:34:53<19:29:58,  3.82s/it]
 60%|██████    | 27921/46302 [29:34:56<19:30:04,  3.82s/it]
 60%|██████    | 27922/46302 [29:35:00<19:29:55,  3.82s/it]
 60%|██████    | 27923/46302 [29:35:04<19:30:02,  3.82s/it]
 60%|██████    | 27924/46302 [29:35:08<19:29:28,  3.82s/it]
 60%|██████    | 27925/46302 [29:35:12<19:29:34,  3.82s/it]
 60%|██████    | 27926/46302 [29:35:15<19:29:21,  3.82s/it]
 60%|██████    | 27927/46302 [29:35:19<19:29:36,  3.82s/it]
 60%|██████    | 27928/46302 [29:35:23<19:29:49,  3.82s/it]
 60%|██████    | 27929/46302 [29:35:27<19:29:53,  3.82s/it]
 60%|██████    | 27930/46302 [29:35:31<19:29:30,  3.82s/it]
 60%|██████    | 27931/46302 [29:35:35<19:29:31,  3.82s/it]
 60%|██████    | 27932/46302 [29:35:38<19:29:05,  3.82s/it]
 60%|██████    | 27933/46302 [29:35:42<19:29:09,  3.82s/it]
 60%|██████    | 27934/46302 [29:35:46<19:29:15,  3.82s/it]
 60%|██████    | 27935/46302 [29:35:50<19:29:08,  3.82s/it]
 60%|██████    | 27936/46302 [29:35:54<19:29:05,  3.82s/it]
 60%|██████    | 27937/46302 [29:35:57<19:29:10,  3.82s/it]
 60%|██████    | 27938/46302 [29:36:01<19:29:05,  3.82s/it]
 60%|██████    | 27939/46302 [29:36:05<19:29:22,  3.82s/it]
 60%|██████    | 27940/46302 [29:36:09<19:29:07,  3.82s/it]
 60%|██████    | 27941/46302 [29:36:13<19:29:08,  3.82s/it]
 60%|██████    | 27942/46302 [29:36:17<19:29:07,  3.82s/it]
 60%|██████    | 27943/46302 [29:36:20<19:28:53,  3.82s/it]
 60%|██████    | 27944/46302 [29:36:24<19:29:02,  3.82s/it]
 60%|██████    | 27945/46302 [29:36:28<19:28:58,  3.82s/it]
 60%|██████    | 27946/46302 [29:36:32<19:28:51,  3.82s/it]
 60%|██████    | 27947/46302 [29:36:36<19:28:41,  3.82s/it]
 60%|██████    | 27948/46302 [29:36:39<19:28:38,  3.82s/it]
 60%|██████    | 27949/46302 [29:36:43<19:28:20,  3.82s/it]
 60%|██████    | 27950/46302 [29:36:47<19:28:28,  3.82s/it]
 60%|██████    | 27951/46302 [29:36:51<19:28:24,  3.82s/it]
 60%|██████    | 27952/46302 [29:36:55<19:28:21,  3.82s/it]
 60%|██████    | 27953/46302 [29:36:59<19:28:07,  3.82s/it]
 60%|██████    | 27954/46302 [29:37:02<19:28:23,  3.82s/it]
 60%|██████    | 27955/46302 [29:37:06<19:28:00,  3.82s/it]
 60%|██████    | 27956/46302 [29:37:10<19:27:18,  3.82s/it]
 60%|██████    | 27957/46302 [29:37:14<19:27:24,  3.82s/it]
 60%|██████    | 27958/46302 [29:37:18<19:27:32,  3.82s/it]
 60%|██████    | 27959/46302 [29:37:21<19:27:32,  3.82s/it]
 60%|██████    | 27960/46302 [29:37:25<19:27:47,  3.82s/it]
 60%|██████    | 27961/46302 [29:37:29<19:27:55,  3.82s/it]
 60%|██████    | 27962/46302 [29:37:33<19:27:55,  3.82s/it]
 60%|██████    | 27963/46302 [29:37:37<19:28:01,  3.82s/it]
 60%|██████    | 27964/46302 [29:37:41<19:27:59,  3.82s/it]
 60%|██████    | 27965/46302 [29:37:44<19:28:00,  3.82s/it]
 60%|██████    | 27966/46302 [29:37:48<19:27:32,  3.82s/it]
 60%|██████    | 27967/46302 [29:37:52<19:27:05,  3.82s/it]
 60%|██████    | 27968/46302 [29:37:56<19:27:07,  3.82s/it]
 60%|██████    | 27969/46302 [29:38:00<19:27:02,  3.82s/it]
 60%|██████    | 27970/46302 [29:38:04<19:27:12,  3.82s/it]
 60%|██████    | 27971/46302 [29:38:07<19:26:49,  3.82s/it]
 60%|██████    | 27972/46302 [29:38:11<19:26:54,  3.82s/it]
 60%|██████    | 27973/46302 [29:38:15<19:26:58,  3.82s/it]
 60%|██████    | 27974/46302 [29:38:19<19:27:00,  3.82s/it]
 60%|██████    | 27975/46302 [29:38:23<19:27:08,  3.82s/it]
 60%|██████    | 27976/46302 [29:38:26<19:26:58,  3.82s/it]
 60%|██████    | 27977/46302 [29:38:30<19:26:50,  3.82s/it]
 60%|██████    | 27978/46302 [29:38:34<19:26:36,  3.82s/it]
 60%|██████    | 27979/46302 [29:38:38<19:26:31,  3.82s/it]
 60%|██████    | 27980/46302 [29:38:42<19:26:32,  3.82s/it]
 60%|██████    | 27981/46302 [29:38:46<19:26:32,  3.82s/it]
 60%|██████    | 27982/46302 [29:38:49<19:26:24,  3.82s/it]
 60%|██████    | 27983/46302 [29:38:53<19:26:09,  3.82s/it]
 60%|██████    | 27984/46302 [29:38:57<19:26:09,  3.82s/it]
 60%|██████    | 27985/46302 [29:39:01<19:25:58,  3.82s/it]
 60%|██████    | 27986/46302 [29:39:05<19:25:52,  3.82s/it]
 60%|██████    | 27987/46302 [29:39:08<19:26:00,  3.82s/it]
 60%|██████    | 27988/46302 [29:39:12<19:25:42,  3.82s/it]
 60%|██████    | 27989/46302 [29:39:16<19:25:46,  3.82s/it]
 60%|██████    | 27990/46302 [29:39:20<19:25:43,  3.82s/it]
 60%|██████    | 27991/46302 [29:39:24<19:25:44,  3.82s/it]
 60%|██████    | 27992/46302 [29:39:28<19:25:32,  3.82s/it]
 60%|██████    | 27993/46302 [29:39:31<19:25:41,  3.82s/it]
 60%|██████    | 27994/46302 [29:39:35<19:25:28,  3.82s/it]
 60%|██████    | 27995/46302 [29:39:39<19:25:10,  3.82s/it]
 60%|██████    | 27996/46302 [29:39:43<19:25:12,  3.82s/it]
 60%|██████    | 27997/46302 [29:39:47<19:25:19,  3.82s/it]
 60%|██████    | 27998/46302 [29:39:50<19:25:23,  3.82s/it]
 60%|██████    | 27999/46302 [29:39:54<19:25:34,  3.82s/it]
 60%|██████    | 28000/46302 [29:39:58<19:25:35,  3.82s/it]
                                                           
{'loss': 3.1978, 'learning_rate': 0.0020199991170367754, 'epoch': 0.6}

 60%|██████    | 28000/46302 [29:39:58<19:25:35,  3.82s/it]
 60%|██████    | 28001/46302 [29:40:02<19:25:56,  3.82s/it]
 60%|██████    | 28002/46302 [29:40:06<19:25:59,  3.82s/it]
 60%|██████    | 28003/46302 [29:40:10<19:25:43,  3.82s/it]
 60%|██████    | 28004/46302 [29:40:13<19:25:43,  3.82s/it]
 60%|██████    | 28005/46302 [29:40:17<19:25:21,  3.82s/it]
 60%|██████    | 28006/46302 [29:40:21<19:25:12,  3.82s/it]
 60%|██████    | 28007/46302 [29:40:25<19:24:50,  3.82s/it]
 60%|██████    | 28008/46302 [29:40:29<19:24:35,  3.82s/it]
 60%|██████    | 28009/46302 [29:40:33<19:24:26,  3.82s/it]
 60%|██████    | 28010/46302 [29:40:36<19:24:22,  3.82s/it]
 60%|██████    | 28011/46302 [29:40:40<19:24:38,  3.82s/it]
 60%|██████    | 28012/46302 [29:40:44<19:24:54,  3.82s/it]
 61%|██████    | 28013/46302 [29:40:48<19:24:35,  3.82s/it]
 61%|██████    | 28014/46302 [29:40:52<19:24:30,  3.82s/it]
 61%|██████    | 28015/46302 [29:40:55<19:24:16,  3.82s/it]
 61%|██████    | 28016/46302 [29:40:59<19:24:20,  3.82s/it]
 61%|██████    | 28017/46302 [29:41:03<19:24:27,  3.82s/it]
 61%|██████    | 28018/46302 [29:41:07<19:24:15,  3.82s/it]
 61%|██████    | 28019/46302 [29:41:11<19:24:09,  3.82s/it]
 61%|██████    | 28020/46302 [29:41:15<19:24:16,  3.82s/it]
 61%|██████    | 28021/46302 [29:41:18<19:24:12,  3.82s/it]
 61%|██████    | 28022/46302 [29:41:22<19:24:15,  3.82s/it]
 61%|██████    | 28023/46302 [29:41:26<19:24:01,  3.82s/it]
 61%|██████    | 28024/46302 [29:41:30<19:24:10,  3.82s/it]
 61%|██████    | 28025/46302 [29:41:34<19:23:57,  3.82s/it]
 61%|██████    | 28026/46302 [29:41:37<19:23:46,  3.82s/it]
 61%|██████    | 28027/46302 [29:41:41<19:23:23,  3.82s/it]
 61%|██████    | 28028/46302 [29:41:45<19:23:26,  3.82s/it]
 61%|██████    | 28029/46302 [29:41:49<19:23:17,  3.82s/it]
 61%|██████    | 28030/46302 [29:41:53<19:23:27,  3.82s/it]
 61%|██████    | 28031/46302 [29:41:57<19:23:30,  3.82s/it]
 61%|██████    | 28032/46302 [29:42:00<19:23:37,  3.82s/it]
 61%|██████    | 28033/46302 [29:42:04<19:23:30,  3.82s/it]
 61%|██████    | 28034/46302 [29:42:08<19:23:39,  3.82s/it]
 61%|██████    | 28035/46302 [29:42:12<19:23:24,  3.82s/it]
 61%|██████    | 28036/46302 [29:42:16<19:23:24,  3.82s/it]
 61%|██████    | 28037/46302 [29:42:20<19:23:25,  3.82s/it]
 61%|██████    | 28038/46302 [29:42:23<19:23:25,  3.82s/it]
 61%|██████    | 28039/46302 [29:42:27<19:23:10,  3.82s/it]
 61%|██████    | 28040/46302 [29:42:31<19:23:01,  3.82s/it]
 61%|██████    | 28041/46302 [29:42:35<19:22:32,  3.82s/it]
 61%|██████    | 28042/46302 [29:42:39<19:22:41,  3.82s/it]
 61%|██████    | 28043/46302 [29:42:42<19:22:31,  3.82s/it]
 61%|██████    | 28044/46302 [29:42:46<19:22:34,  3.82s/it]
 61%|██████    | 28045/46302 [29:42:50<19:22:44,  3.82s/it]
 61%|██████    | 28046/46302 [29:42:54<19:22:36,  3.82s/it]
 61%|██████    | 28047/46302 [29:42:58<19:22:26,  3.82s/it]
 61%|██████    | 28048/46302 [29:43:02<19:22:14,  3.82s/it]
 61%|██████    | 28049/46302 [29:43:05<19:22:09,  3.82s/it]
 61%|██████    | 28050/46302 [29:43:09<19:22:18,  3.82s/it]
 61%|██████    | 28051/46302 [29:43:13<19:21:57,  3.82s/it]
 61%|██████    | 28052/46302 [29:43:17<19:22:03,  3.82s/it]
 61%|██████    | 28053/46302 [29:43:21<19:21:50,  3.82s/it]
 61%|██████    | 28054/46302 [29:43:24<19:21:46,  3.82s/it]
 61%|██████    | 28055/46302 [29:43:28<19:21:32,  3.82s/it]
 61%|██████    | 28056/46302 [29:43:32<19:21:38,  3.82s/it]
 61%|██████    | 28057/46302 [29:43:36<19:21:35,  3.82s/it]
 61%|██████    | 28058/46302 [29:43:40<19:21:43,  3.82s/it]
 61%|██████    | 28059/46302 [29:43:44<19:21:33,  3.82s/it]
 61%|██████    | 28060/46302 [29:43:47<19:21:43,  3.82s/it]
 61%|██████    | 28061/46302 [29:43:51<19:21:30,  3.82s/it]
 61%|██████    | 28062/46302 [29:43:55<19:21:34,  3.82s/it]
 61%|██████    | 28063/46302 [29:43:59<19:21:33,  3.82s/it]
 61%|██████    | 28064/46302 [29:44:03<19:21:07,  3.82s/it]
 61%|██████    | 28065/46302 [29:44:06<19:21:09,  3.82s/it]
 61%|██████    | 28066/46302 [29:44:10<19:20:55,  3.82s/it]
 61%|██████    | 28067/46302 [29:44:14<19:20:34,  3.82s/it]
 61%|██████    | 28068/46302 [29:44:18<19:20:38,  3.82s/it]
 61%|██████    | 28069/46302 [29:44:22<19:20:44,  3.82s/it]
 61%|██████    | 28070/46302 [29:44:26<19:20:37,  3.82s/it]
 61%|██████    | 28071/46302 [29:44:29<19:20:40,  3.82s/it]
 61%|██████    | 28072/46302 [29:44:33<19:20:55,  3.82s/it]
 61%|██████    | 28073/46302 [29:44:37<19:20:49,  3.82s/it]
 61%|██████    | 28074/46302 [29:44:41<19:20:47,  3.82s/it]
 61%|██████    | 28075/46302 [29:44:45<19:20:25,  3.82s/it]
 61%|██████    | 28076/46302 [29:44:48<19:20:24,  3.82s/it]
 61%|██████    | 28077/46302 [29:44:52<19:20:18,  3.82s/it]
 61%|██████    | 28078/46302 [29:44:56<19:20:17,  3.82s/it]
 61%|██████    | 28079/46302 [29:45:00<19:20:25,  3.82s/it]
 61%|██████    | 28080/46302 [29:45:04<19:20:15,  3.82s/it]
 61%|██████    | 28081/46302 [29:45:08<19:20:03,  3.82s/it]
 61%|██████    | 28082/46302 [29:45:11<19:20:15,  3.82s/it]
 61%|██████    | 28083/46302 [29:45:15<19:19:39,  3.82s/it]
 61%|██████    | 28084/46302 [29:45:19<19:19:52,  3.82s/it]
 61%|██████    | 28085/46302 [29:45:23<19:19:34,  3.82s/it]
 61%|██████    | 28086/46302 [29:45:27<19:19:28,  3.82s/it]
 61%|██████    | 28087/46302 [29:45:31<19:19:30,  3.82s/it]
 61%|██████    | 28088/46302 [29:45:34<19:19:34,  3.82s/it]
 61%|██████    | 28089/46302 [29:45:38<19:19:32,  3.82s/it]
 61%|██████    | 28090/46302 [29:45:42<19:19:50,  3.82s/it]
 61%|██████    | 28091/46302 [29:45:46<19:19:54,  3.82s/it]
 61%|██████    | 28092/46302 [29:45:50<19:19:40,  3.82s/it]
 61%|██████    | 28093/46302 [29:45:53<19:19:24,  3.82s/it]
 61%|██████    | 28094/46302 [29:45:57<19:19:01,  3.82s/it]
 61%|██████    | 28095/46302 [29:46:01<19:19:00,  3.82s/it]
 61%|██████    | 28096/46302 [29:46:05<19:19:27,  3.82s/it]
 61%|██████    | 28097/46302 [29:46:09<19:19:26,  3.82s/it]
 61%|██████    | 28098/46302 [29:46:13<19:19:12,  3.82s/it]
 61%|██████    | 28099/46302 [29:46:16<19:19:09,  3.82s/it]
 61%|██████    | 28100/46302 [29:46:20<19:18:59,  3.82s/it]
 61%|██████    | 28101/46302 [29:46:24<19:19:00,  3.82s/it]
 61%|██████    | 28102/46302 [29:46:28<19:18:53,  3.82s/it]
 61%|██████    | 28103/46302 [29:46:32<19:18:56,  3.82s/it]
 61%|██████    | 28104/46302 [29:46:35<19:18:53,  3.82s/it]
 61%|██████    | 28105/46302 [29:46:39<19:18:36,  3.82s/it]
 61%|██████    | 28106/46302 [29:46:43<19:18:48,  3.82s/it]
 61%|██████    | 28107/46302 [29:46:47<19:18:58,  3.82s/it]
 61%|██████    | 28108/46302 [29:46:51<19:18:43,  3.82s/it]
 61%|██████    | 28109/46302 [29:46:55<19:18:52,  3.82s/it]
 61%|██████    | 28110/46302 [29:46:58<19:18:38,  3.82s/it]
 61%|██████    | 28111/46302 [29:47:02<19:18:37,  3.82s/it]
 61%|██████    | 28112/46302 [29:47:06<19:18:17,  3.82s/it]
 61%|██████    | 28113/46302 [29:47:10<19:18:07,  3.82s/it]
 61%|██████    | 28114/46302 [29:47:14<19:18:39,  3.82s/it]
 61%|██████    | 28115/46302 [29:47:17<19:18:36,  3.82s/it]
 61%|██████    | 28116/46302 [29:47:21<19:17:57,  3.82s/it]
 61%|██████    | 28117/46302 [29:47:25<19:17:59,  3.82s/it]
 61%|██████    | 28118/46302 [29:47:29<19:18:07,  3.82s/it]
 61%|██████    | 28119/46302 [29:47:33<19:17:12,  3.82s/it]
 61%|██████    | 28120/46302 [29:47:37<19:16:52,  3.82s/it]
 61%|██████    | 28121/46302 [29:47:40<19:16:12,  3.82s/it]
 61%|██████    | 28122/46302 [29:47:44<19:16:50,  3.82s/it]
 61%|██████    | 28123/46302 [29:47:48<19:17:08,  3.82s/it]
 61%|██████    | 28124/46302 [29:47:52<19:17:08,  3.82s/it]
 61%|██████    | 28125/46302 [29:47:56<19:17:01,  3.82s/it]
 61%|██████    | 28126/46302 [29:48:00<19:17:11,  3.82s/it]
 61%|██████    | 28127/46302 [29:48:03<19:16:59,  3.82s/it]
 61%|██████    | 28128/46302 [29:48:07<19:17:01,  3.82s/it]
 61%|██████    | 28129/46302 [29:48:11<19:17:06,  3.82s/it]
 61%|██████    | 28130/46302 [29:48:15<19:17:20,  3.82s/it]
 61%|██████    | 28131/46302 [29:48:19<19:17:13,  3.82s/it]
 61%|██████    | 28132/46302 [29:48:22<19:17:07,  3.82s/it]
 61%|██████    | 28133/46302 [29:48:26<19:17:07,  3.82s/it]
 61%|██████    | 28134/46302 [29:48:30<19:17:05,  3.82s/it]
 61%|██████    | 28135/46302 [29:48:34<19:16:59,  3.82s/it]
 61%|██████    | 28136/46302 [29:48:38<19:16:56,  3.82s/it]
 61%|██████    | 28137/46302 [29:48:42<19:16:24,  3.82s/it]
 61%|██████    | 28138/46302 [29:48:45<19:16:24,  3.82s/it]
 61%|██████    | 28139/46302 [29:48:49<19:16:24,  3.82s/it]
 61%|██████    | 28140/46302 [29:48:53<19:16:14,  3.82s/it]
 61%|██████    | 28141/46302 [29:48:57<19:16:08,  3.82s/it]
 61%|██████    | 28142/46302 [29:49:01<19:15:57,  3.82s/it]
 61%|██████    | 28143/46302 [29:49:04<19:15:56,  3.82s/it]
 61%|██████    | 28144/46302 [29:49:08<19:16:02,  3.82s/it]
 61%|██████    | 28145/46302 [29:49:12<19:15:58,  3.82s/it]
 61%|██████    | 28146/46302 [29:49:16<19:15:45,  3.82s/it]
 61%|██████    | 28147/46302 [29:49:20<19:15:31,  3.82s/it]
 61%|██████    | 28148/46302 [29:49:24<19:15:25,  3.82s/it]
 61%|██████    | 28149/46302 [29:49:27<19:15:10,  3.82s/it]
 61%|██████    | 28150/46302 [29:49:31<19:15:22,  3.82s/it]
 61%|██████    | 28151/46302 [29:49:35<19:15:12,  3.82s/it]
 61%|██████    | 28152/46302 [29:49:39<19:15:18,  3.82s/it]
 61%|██████    | 28153/46302 [29:49:43<19:15:17,  3.82s/it]
 61%|██████    | 28154/46302 [29:49:46<19:15:03,  3.82s/it]
 61%|██████    | 28155/46302 [29:49:50<19:14:57,  3.82s/it]
 61%|██████    | 28156/46302 [29:49:54<19:14:36,  3.82s/it]
 61%|██████    | 28157/46302 [29:49:58<19:14:40,  3.82s/it]
 61%|██████    | 28158/46302 [29:50:02<19:14:50,  3.82s/it]
 61%|██████    | 28159/46302 [29:50:06<19:14:36,  3.82s/it]
 61%|██████    | 28160/46302 [29:50:09<19:14:18,  3.82s/it]
 61%|██████    | 28161/46302 [29:50:13<19:14:01,  3.82s/it]
 61%|██████    | 28162/46302 [29:50:17<19:14:05,  3.82s/it]
 61%|██████    | 28163/46302 [29:50:21<19:14:06,  3.82s/it]
 61%|██████    | 28164/46302 [29:50:25<19:14:10,  3.82s/it]
 61%|██████    | 28165/46302 [29:50:28<19:14:26,  3.82s/it]
 61%|██████    | 28166/46302 [29:50:32<19:14:44,  3.82s/it]
 61%|██████    | 28167/46302 [29:50:36<19:14:34,  3.82s/it]
 61%|██████    | 28168/46302 [29:50:40<19:14:37,  3.82s/it]
 61%|██████    | 28169/46302 [29:50:44<19:14:25,  3.82s/it]
 61%|██████    | 28170/46302 [29:50:48<19:14:26,  3.82s/it]
 61%|██████    | 28171/46302 [29:50:51<19:14:33,  3.82s/it]
 61%|██████    | 28172/46302 [29:50:55<19:14:15,  3.82s/it]
 61%|██████    | 28173/46302 [29:50:59<19:14:05,  3.82s/it]
 61%|██████    | 28174/46302 [29:51:03<19:14:12,  3.82s/it]
 61%|██████    | 28175/46302 [29:51:07<19:13:52,  3.82s/it]
 61%|██████    | 28176/46302 [29:51:10<19:13:38,  3.82s/it]
 61%|██████    | 28177/46302 [29:51:14<19:13:43,  3.82s/it]
 61%|██████    | 28178/46302 [29:51:18<19:14:00,  3.82s/it]
 61%|██████    | 28179/46302 [29:51:22<19:13:59,  3.82s/it]
 61%|██████    | 28180/46302 [29:51:26<19:13:58,  3.82s/it]
 61%|██████    | 28181/46302 [29:51:30<19:13:37,  3.82s/it]
 61%|██████    | 28182/46302 [29:51:33<19:13:39,  3.82s/it]
 61%|██████    | 28183/46302 [29:51:37<19:13:25,  3.82s/it]
 61%|██████    | 28184/46302 [29:51:41<19:13:26,  3.82s/it]
 61%|██████    | 28185/46302 [29:51:45<19:13:36,  3.82s/it]
 61%|██████    | 28186/46302 [29:51:49<19:13:20,  3.82s/it]
 61%|██████    | 28187/46302 [29:51:52<19:12:49,  3.82s/it]
 61%|██████    | 28188/46302 [29:51:56<19:13:06,  3.82s/it]
 61%|██████    | 28189/46302 [29:52:00<19:13:02,  3.82s/it]
 61%|██████    | 28190/46302 [29:52:04<19:13:18,  3.82s/it]
 61%|██████    | 28191/46302 [29:52:08<19:13:23,  3.82s/it]
 61%|██████    | 28192/46302 [29:52:12<19:13:26,  3.82s/it]
 61%|██████    | 28193/46302 [29:52:15<19:13:40,  3.82s/it]
 61%|██████    | 28194/46302 [29:52:19<19:13:37,  3.82s/it]
 61%|██████    | 28195/46302 [29:52:23<19:13:42,  3.82s/it]
 61%|██████    | 28196/46302 [29:52:27<19:13:45,  3.82s/it]
 61%|██████    | 28197/46302 [29:52:31<19:13:24,  3.82s/it]
 61%|██████    | 28198/46302 [29:52:35<19:13:23,  3.82s/it]
 61%|██████    | 28199/46302 [29:52:38<19:13:12,  3.82s/it]
 61%|██████    | 28200/46302 [29:52:42<19:13:24,  3.82s/it]
 61%|██████    | 28201/46302 [29:52:46<19:12:45,  3.82s/it]
 61%|██████    | 28202/46302 [29:52:50<19:12:47,  3.82s/it]
 61%|██████    | 28203/46302 [29:52:54<19:12:38,  3.82s/it]
 61%|██████    | 28204/46302 [29:52:57<19:12:34,  3.82s/it]
 61%|██████    | 28205/46302 [29:53:01<19:12:17,  3.82s/it]
 61%|██████    | 28206/46302 [29:53:05<19:12:08,  3.82s/it]
 61%|██████    | 28207/46302 [29:53:09<19:11:51,  3.82s/it]
 61%|██████    | 28208/46302 [29:53:13<19:12:01,  3.82s/it]
 61%|██████    | 28209/46302 [29:53:17<19:12:00,  3.82s/it]
 61%|██████    | 28210/46302 [29:53:20<19:12:10,  3.82s/it]
 61%|██████    | 28211/46302 [29:53:24<19:12:04,  3.82s/it]
 61%|██████    | 28212/46302 [29:53:28<19:12:02,  3.82s/it]
 61%|██████    | 28213/46302 [29:53:32<19:12:03,  3.82s/it]
 61%|██████    | 28214/46302 [29:53:36<19:11:56,  3.82s/it]
 61%|██████    | 28215/46302 [29:53:39<19:11:51,  3.82s/it]
 61%|██████    | 28216/46302 [29:53:43<19:11:44,  3.82s/it]
 61%|██████    | 28217/46302 [29:53:47<19:11:39,  3.82s/it]
 61%|██████    | 28218/46302 [29:53:51<19:11:36,  3.82s/it]
 61%|██████    | 28219/46302 [29:53:55<19:11:45,  3.82s/it]
 61%|██████    | 28220/46302 [29:53:59<19:11:45,  3.82s/it]
 61%|██████    | 28221/46302 [29:54:02<19:11:47,  3.82s/it]
 61%|██████    | 28222/46302 [29:54:06<19:11:26,  3.82s/it]
 61%|██████    | 28223/46302 [29:54:10<19:11:18,  3.82s/it]
 61%|██████    | 28224/46302 [29:54:14<19:11:08,  3.82s/it]
 61%|██████    | 28225/46302 [29:54:18<19:10:57,  3.82s/it]
 61%|██████    | 28226/46302 [29:54:22<19:10:44,  3.82s/it]
 61%|██████    | 28227/46302 [29:54:25<19:10:57,  3.82s/it]
 61%|██████    | 28228/46302 [29:54:29<19:11:02,  3.82s/it]
 61%|██████    | 28229/46302 [29:54:33<19:11:05,  3.82s/it]
 61%|██████    | 28230/46302 [29:54:37<19:11:05,  3.82s/it]
 61%|██████    | 28231/46302 [29:54:41<19:11:04,  3.82s/it]
 61%|██████    | 28232/46302 [29:54:44<19:11:05,  3.82s/it]
 61%|██████    | 28233/46302 [29:54:48<19:11:10,  3.82s/it]
 61%|██████    | 28234/46302 [29:54:52<19:11:09,  3.82s/it]
 61%|██████    | 28235/46302 [29:54:56<19:10:53,  3.82s/it]
 61%|██████    | 28236/46302 [29:55:00<19:11:04,  3.82s/it]
 61%|██████    | 28237/46302 [29:55:04<19:10:55,  3.82s/it]
 61%|██████    | 28238/46302 [29:55:07<19:10:59,  3.82s/it]
 61%|██████    | 28239/46302 [29:55:11<19:11:05,  3.82s/it]
 61%|██████    | 28240/46302 [29:55:15<19:10:53,  3.82s/it]
 61%|██████    | 28241/46302 [29:55:19<19:10:36,  3.82s/it]
 61%|██████    | 28242/46302 [29:55:23<19:10:27,  3.82s/it]
 61%|██████    | 28243/46302 [29:55:27<19:10:20,  3.82s/it]
 61%|██████    | 28244/46302 [29:55:30<19:10:10,  3.82s/it]
 61%|██████    | 28245/46302 [29:55:34<19:10:09,  3.82s/it]
 61%|██████    | 28246/46302 [29:55:38<19:10:14,  3.82s/it]
 61%|██████    | 28247/46302 [29:55:42<19:09:51,  3.82s/it]
 61%|██████    | 28248/46302 [29:55:46<19:09:44,  3.82s/it]
 61%|██████    | 28249/46302 [29:55:49<19:09:35,  3.82s/it]
 61%|██████    | 28250/46302 [29:55:53<19:09:55,  3.82s/it]
 61%|██████    | 28251/46302 [29:55:57<19:09:42,  3.82s/it]
 61%|██████    | 28252/46302 [29:56:01<19:09:30,  3.82s/it]
 61%|██████    | 28253/46302 [29:56:05<19:09:28,  3.82s/it]
 61%|██████    | 28254/46302 [29:56:09<19:09:34,  3.82s/it]
 61%|██████    | 28255/46302 [29:56:12<19:09:33,  3.82s/it]
 61%|██████    | 28256/46302 [29:56:16<19:09:11,  3.82s/it]
 61%|██████    | 28257/46302 [29:56:20<19:09:02,  3.82s/it]
 61%|██████    | 28258/46302 [29:56:24<19:08:58,  3.82s/it]
 61%|██████    | 28259/46302 [29:56:28<19:08:48,  3.82s/it]
 61%|██████    | 28260/46302 [29:56:31<19:08:38,  3.82s/it]
 61%|██████    | 28261/46302 [29:56:35<19:08:30,  3.82s/it]
 61%|██████    | 28262/46302 [29:56:39<19:08:25,  3.82s/it]
 61%|██████    | 28263/46302 [29:56:43<19:08:38,  3.82s/it]
 61%|██████    | 28264/46302 [29:56:47<19:08:46,  3.82s/it]
 61%|██████    | 28265/46302 [29:56:51<19:08:45,  3.82s/it]
 61%|██████    | 28266/46302 [29:56:54<19:08:54,  3.82s/it]
 61%|██████    | 28267/46302 [29:56:58<19:08:46,  3.82s/it]
 61%|██████    | 28268/46302 [29:57:02<19:08:43,  3.82s/it]
 61%|██████    | 28269/46302 [29:57:06<19:08:16,  3.82s/it]
 61%|██████    | 28270/46302 [29:57:10<19:08:10,  3.82s/it]
 61%|██████    | 28271/46302 [29:57:13<19:07:36,  3.82s/it]
 61%|██████    | 28272/46302 [29:57:17<19:07:33,  3.82s/it]
 61%|██████    | 28273/46302 [29:57:21<19:07:39,  3.82s/it]
 61%|██████    | 28274/46302 [29:57:25<19:07:50,  3.82s/it]
 61%|██████    | 28275/46302 [29:57:29<19:07:54,  3.82s/it]
 61%|██████    | 28276/46302 [29:57:33<19:08:09,  3.82s/it]
 61%|██████    | 28277/46302 [29:57:36<19:07:49,  3.82s/it]
 61%|██████    | 28278/46302 [29:57:40<19:07:44,  3.82s/it]
 61%|██████    | 28279/46302 [29:57:44<19:07:13,  3.82s/it]
 61%|██████    | 28280/46302 [29:57:48<19:07:21,  3.82s/it]
 61%|██████    | 28281/46302 [29:57:52<19:07:21,  3.82s/it]
 61%|██████    | 28282/46302 [29:57:56<19:07:30,  3.82s/it]
 61%|██████    | 28283/46302 [29:57:59<19:07:37,  3.82s/it]
 61%|██████    | 28284/46302 [29:58:03<19:07:27,  3.82s/it]
 61%|██████    | 28285/46302 [29:58:07<19:07:22,  3.82s/it]
 61%|██████    | 28286/46302 [29:58:11<19:07:16,  3.82s/it]
 61%|██████    | 28287/46302 [29:58:15<19:07:09,  3.82s/it]
 61%|██████    | 28288/46302 [29:58:18<19:07:00,  3.82s/it]
 61%|██████    | 28289/46302 [29:58:22<19:07:12,  3.82s/it]
 61%|██████    | 28290/46302 [29:58:26<19:06:47,  3.82s/it]
 61%|██████    | 28291/46302 [29:58:30<19:06:05,  3.82s/it]
 61%|██████    | 28292/46302 [29:58:34<19:05:49,  3.82s/it]
 61%|██████    | 28293/46302 [29:58:38<19:05:57,  3.82s/it]
 61%|██████    | 28294/46302 [29:58:41<19:06:08,  3.82s/it]
 61%|██████    | 28295/46302 [29:58:45<19:06:20,  3.82s/it]
 61%|██████    | 28296/46302 [29:58:49<19:06:26,  3.82s/it]
 61%|██████    | 28297/46302 [29:58:53<19:06:21,  3.82s/it]
 61%|██████    | 28298/46302 [29:58:57<19:06:17,  3.82s/it]
 61%|██████    | 28299/46302 [29:59:00<19:05:53,  3.82s/it]
 61%|██████    | 28300/46302 [29:59:04<19:05:28,  3.82s/it]
 61%|██████    | 28301/46302 [29:59:08<19:05:13,  3.82s/it]
 61%|██████    | 28302/46302 [29:59:12<19:05:12,  3.82s/it]
 61%|██████    | 28303/46302 [29:59:16<19:05:15,  3.82s/it]
 61%|██████    | 28304/46302 [29:59:20<19:05:08,  3.82s/it]
 61%|██████    | 28305/46302 [29:59:23<19:05:16,  3.82s/it]
 61%|██████    | 28306/46302 [29:59:27<19:04:55,  3.82s/it]
 61%|██████    | 28307/46302 [29:59:31<19:05:02,  3.82s/it]
 61%|██████    | 28308/46302 [29:59:35<19:05:01,  3.82s/it]
 61%|██████    | 28309/46302 [29:59:39<19:05:21,  3.82s/it]
 61%|██████    | 28310/46302 [29:59:42<19:05:14,  3.82s/it]
 61%|██████    | 28311/46302 [29:59:46<19:05:15,  3.82s/it]
 61%|██████    | 28312/46302 [29:59:50<19:05:23,  3.82s/it]
 61%|██████    | 28313/46302 [29:59:54<19:05:20,  3.82s/it]
 61%|██████    | 28314/46302 [29:59:58<19:05:09,  3.82s/it]
 61%|██████    | 28315/46302 [30:00:02<19:04:55,  3.82s/it]
 61%|██████    | 28316/46302 [30:00:05<19:04:39,  3.82s/it]
 61%|██████    | 28317/46302 [30:00:09<19:04:48,  3.82s/it]
 61%|██████    | 28318/46302 [30:00:13<19:04:52,  3.82s/it]
 61%|██████    | 28319/46302 [30:00:17<19:04:45,  3.82s/it]
 61%|██████    | 28320/46302 [30:00:21<19:04:32,  3.82s/it]
 61%|██████    | 28321/46302 [30:00:24<19:04:28,  3.82s/it]
 61%|██████    | 28322/46302 [30:00:28<19:04:23,  3.82s/it]
 61%|██████    | 28323/46302 [30:00:32<19:04:15,  3.82s/it]
 61%|██████    | 28324/46302 [30:00:36<19:04:25,  3.82s/it]
 61%|██████    | 28325/46302 [30:00:40<19:04:24,  3.82s/it]
 61%|██████    | 28326/46302 [30:00:44<19:04:22,  3.82s/it]
 61%|██████    | 28327/46302 [30:00:47<19:03:58,  3.82s/it]
 61%|██████    | 28328/46302 [30:00:51<19:04:02,  3.82s/it]
 61%|██████    | 28329/46302 [30:00:55<19:04:04,  3.82s/it]
 61%|██████    | 28330/46302 [30:00:59<19:03:54,  3.82s/it]
 61%|██████    | 28331/46302 [30:01:03<19:03:58,  3.82s/it]
 61%|██████    | 28332/46302 [30:01:06<19:03:43,  3.82s/it]
 61%|██████    | 28333/46302 [30:01:10<19:03:44,  3.82s/it]
 61%|██████    | 28334/46302 [30:01:14<19:03:16,  3.82s/it]
 61%|██████    | 28335/46302 [30:01:18<19:03:26,  3.82s/it]
 61%|██████    | 28336/46302 [30:01:22<19:03:48,  3.82s/it]
 61%|██████    | 28337/46302 [30:01:26<19:03:37,  3.82s/it]
 61%|██████    | 28338/46302 [30:01:29<19:03:35,  3.82s/it]
 61%|██████    | 28339/46302 [30:01:33<19:03:30,  3.82s/it]
 61%|██████    | 28340/46302 [30:01:37<19:03:32,  3.82s/it]
 61%|██████    | 28341/46302 [30:01:41<19:03:34,  3.82s/it]
 61%|██████    | 28342/46302 [30:01:45<19:03:13,  3.82s/it]
 61%|██████    | 28343/46302 [30:01:48<19:03:09,  3.82s/it]
 61%|██████    | 28344/46302 [30:01:52<19:03:15,  3.82s/it]
 61%|██████    | 28345/46302 [30:01:56<19:03:13,  3.82s/it]
 61%|██████    | 28346/46302 [30:02:00<19:03:02,  3.82s/it]
 61%|██████    | 28347/46302 [30:02:04<19:03:09,  3.82s/it]
 61%|██████    | 28348/46302 [30:02:08<19:03:14,  3.82s/it]
 61%|██████    | 28349/46302 [30:02:11<19:02:52,  3.82s/it]
 61%|██████    | 28350/46302 [30:02:15<19:02:48,  3.82s/it]
 61%|██████    | 28351/46302 [30:02:19<19:02:49,  3.82s/it]
 61%|██████    | 28352/46302 [30:02:23<19:02:55,  3.82s/it]
 61%|██████    | 28353/46302 [30:02:27<19:02:53,  3.82s/it]
 61%|██████    | 28354/46302 [30:02:31<19:02:57,  3.82s/it]
 61%|██████    | 28355/46302 [30:02:34<19:02:54,  3.82s/it]
 61%|██████    | 28356/46302 [30:02:38<19:02:59,  3.82s/it]
 61%|██████    | 28357/46302 [30:02:42<19:03:02,  3.82s/it]
 61%|██████    | 28358/46302 [30:02:46<19:02:55,  3.82s/it]
 61%|██████    | 28359/46302 [30:02:50<19:02:46,  3.82s/it]
 61%|██████▏   | 28360/46302 [30:02:53<19:02:39,  3.82s/it]
 61%|██████▏   | 28361/46302 [30:02:57<19:02:39,  3.82s/it]
 61%|██████▏   | 28362/46302 [30:03:01<19:02:30,  3.82s/it]
 61%|██████▏   | 28363/46302 [30:03:05<19:01:57,  3.82s/it]
 61%|██████▏   | 28364/46302 [30:03:09<19:02:03,  3.82s/it]
 61%|██████▏   | 28365/46302 [30:03:13<19:01:48,  3.82s/it]
 61%|██████▏   | 28366/46302 [30:03:16<19:01:53,  3.82s/it]
 61%|██████▏   | 28367/46302 [30:03:20<19:02:04,  3.82s/it]
 61%|██████▏   | 28368/46302 [30:03:24<19:02:22,  3.82s/it]
 61%|██████▏   | 28369/46302 [30:03:28<19:02:14,  3.82s/it]
 61%|██████▏   | 28370/46302 [30:03:32<19:02:15,  3.82s/it]
 61%|██████▏   | 28371/46302 [30:03:35<19:02:20,  3.82s/it]
 61%|██████▏   | 28372/46302 [30:03:39<19:02:13,  3.82s/it]
 61%|██████▏   | 28373/46302 [30:03:43<19:02:17,  3.82s/it]
 61%|██████▏   | 28374/46302 [30:03:47<19:02:07,  3.82s/it]
 61%|██████▏   | 28375/46302 [30:03:51<19:01:48,  3.82s/it]
 61%|██████▏   | 28376/46302 [30:03:55<19:01:33,  3.82s/it]
 61%|██████▏   | 28377/46302 [30:03:58<19:01:32,  3.82s/it]
 61%|██████▏   | 28378/46302 [30:04:02<19:01:29,  3.82s/it]
 61%|██████▏   | 28379/46302 [30:04:06<19:01:26,  3.82s/it]
 61%|██████▏   | 28380/46302 [30:04:10<19:01:18,  3.82s/it]
 61%|██████▏   | 28381/46302 [30:04:14<19:01:22,  3.82s/it]
 61%|██████▏   | 28382/46302 [30:04:17<19:01:18,  3.82s/it]
 61%|██████▏   | 28383/46302 [30:04:21<19:01:14,  3.82s/it]
 61%|██████▏   | 28384/46302 [30:04:25<19:01:14,  3.82s/it]
 61%|██████▏   | 28385/46302 [30:04:29<19:01:01,  3.82s/it]
 61%|██████▏   | 28386/46302 [30:04:33<19:01:04,  3.82s/it]
 61%|██████▏   | 28387/46302 [30:04:37<19:00:53,  3.82s/it]
 61%|██████▏   | 28388/46302 [30:04:40<19:00:53,  3.82s/it]
 61%|██████▏   | 28389/46302 [30:04:44<19:00:23,  3.82s/it]
 61%|██████▏   | 28390/46302 [30:04:48<19:00:25,  3.82s/it]
 61%|██████▏   | 28391/46302 [30:04:52<19:00:28,  3.82s/it]
 61%|██████▏   | 28392/46302 [30:04:56<19:00:28,  3.82s/it]
 61%|██████▏   | 28393/46302 [30:05:00<19:00:20,  3.82s/it]
 61%|██████▏   | 28394/46302 [30:05:03<19:00:17,  3.82s/it]
 61%|██████▏   | 28395/46302 [30:05:07<19:00:06,  3.82s/it]
 61%|██████▏   | 28396/46302 [30:05:11<19:00:09,  3.82s/it]
 61%|██████▏   | 28397/46302 [30:05:15<18:59:59,  3.82s/it]
 61%|██████▏   | 28398/46302 [30:05:19<19:00:00,  3.82s/it]
 61%|██████▏   | 28399/46302 [30:05:22<19:00:00,  3.82s/it]
 61%|██████▏   | 28400/46302 [30:05:26<18:59:32,  3.82s/it]
 61%|██████▏   | 28401/46302 [30:05:30<18:59:29,  3.82s/it]
 61%|██████▏   | 28402/46302 [30:05:34<18:59:27,  3.82s/it]
 61%|██████▏   | 28403/46302 [30:05:38<18:59:01,  3.82s/it]
 61%|██████▏   | 28404/46302 [30:05:42<18:58:43,  3.82s/it]
 61%|██████▏   | 28405/46302 [30:05:45<18:58:36,  3.82s/it]
 61%|██████▏   | 28406/46302 [30:05:49<18:58:31,  3.82s/it]
 61%|██████▏   | 28407/46302 [30:05:53<18:58:46,  3.82s/it]
 61%|██████▏   | 28408/46302 [30:05:57<18:58:59,  3.82s/it]
 61%|██████▏   | 28409/46302 [30:06:01<18:59:10,  3.82s/it]
 61%|██████▏   | 28410/46302 [30:06:04<18:59:13,  3.82s/it]
 61%|██████▏   | 28411/46302 [30:06:08<18:59:00,  3.82s/it]
 61%|██████▏   | 28412/46302 [30:06:12<18:58:46,  3.82s/it]
 61%|██████▏   | 28413/46302 [30:06:16<18:58:35,  3.82s/it]
 61%|██████▏   | 28414/46302 [30:06:20<18:58:38,  3.82s/it]
 61%|██████▏   | 28415/46302 [30:06:24<18:58:40,  3.82s/it]
 61%|██████▏   | 28416/46302 [30:06:27<18:58:28,  3.82s/it]
 61%|██████▏   | 28417/46302 [30:06:31<18:58:39,  3.82s/it]
 61%|██████▏   | 28418/46302 [30:06:35<18:58:31,  3.82s/it]
 61%|██████▏   | 28419/46302 [30:06:39<18:58:18,  3.82s/it]
 61%|██████▏   | 28420/46302 [30:06:43<18:57:56,  3.82s/it]
 61%|██████▏   | 28421/46302 [30:06:46<18:57:20,  3.82s/it]
 61%|██████▏   | 28422/46302 [30:06:50<18:57:04,  3.82s/it]
 61%|██████▏   | 28423/46302 [30:06:54<18:56:56,  3.82s/it]
 61%|██████▏   | 28424/46302 [30:06:58<18:57:16,  3.82s/it]
 61%|██████▏   | 28425/46302 [30:07:02<18:57:29,  3.82s/it]
 61%|██████▏   | 28426/46302 [30:07:06<18:57:29,  3.82s/it]
 61%|██████▏   | 28427/46302 [30:07:09<18:57:11,  3.82s/it]
 61%|██████▏   | 28428/46302 [30:07:13<18:57:10,  3.82s/it]
 61%|██████▏   | 28429/46302 [30:07:17<18:56:48,  3.82s/it]
 61%|██████▏   | 28430/46302 [30:07:21<18:57:11,  3.82s/it]
 61%|██████▏   | 28431/46302 [30:07:25<18:56:48,  3.82s/it]
 61%|██████▏   | 28432/46302 [30:07:28<18:56:55,  3.82s/it]
 61%|██████▏   | 28433/46302 [30:07:32<18:57:00,  3.82s/it]
 61%|██████▏   | 28434/46302 [30:07:36<18:56:52,  3.82s/it]
 61%|██████▏   | 28435/46302 [30:07:40<18:57:04,  3.82s/it]
 61%|██████▏   | 28436/46302 [30:07:44<18:57:11,  3.82s/it]
 61%|██████▏   | 28437/46302 [30:07:48<18:56:39,  3.82s/it]
 61%|██████▏   | 28438/46302 [30:07:51<18:56:30,  3.82s/it]
 61%|██████▏   | 28439/46302 [30:07:55<18:56:18,  3.82s/it]
 61%|██████▏   | 28440/46302 [30:07:59<18:56:33,  3.82s/it]
 61%|██████▏   | 28441/46302 [30:08:03<18:56:19,  3.82s/it]
 61%|██████▏   | 28442/46302 [30:08:07<18:55:57,  3.82s/it]
 61%|██████▏   | 28443/46302 [30:08:10<18:55:35,  3.82s/it]
 61%|██████▏   | 28444/46302 [30:08:14<18:55:54,  3.82s/it]
 61%|██████▏   | 28445/46302 [30:08:18<18:55:59,  3.82s/it]
 61%|██████▏   | 28446/46302 [30:08:22<18:56:09,  3.82s/it]
 61%|██████▏   | 28447/46302 [30:08:26<18:55:54,  3.82s/it]
 61%|██████▏   | 28448/46302 [30:08:30<18:55:54,  3.82s/it]
 61%|██████▏   | 28449/46302 [30:08:33<18:55:55,  3.82s/it]
 61%|██████▏   | 28450/46302 [30:08:37<18:56:05,  3.82s/it]
 61%|██████▏   | 28451/46302 [30:08:41<18:56:13,  3.82s/it]
 61%|██████▏   | 28452/46302 [30:08:45<18:56:01,  3.82s/it]
 61%|██████▏   | 28453/46302 [30:08:49<18:55:40,  3.82s/it]
 61%|██████▏   | 28454/46302 [30:08:52<18:55:50,  3.82s/it]
 61%|██████▏   | 28455/46302 [30:08:56<18:55:52,  3.82s/it]
 61%|██████▏   | 28456/46302 [30:09:00<18:55:34,  3.82s/it]
 61%|██████▏   | 28457/46302 [30:09:04<18:55:39,  3.82s/it]
 61%|██████▏   | 28458/46302 [30:09:08<18:55:22,  3.82s/it]
 61%|██████▏   | 28459/46302 [30:09:12<18:55:28,  3.82s/it]
 61%|██████▏   | 28460/46302 [30:09:15<18:55:06,  3.82s/it]
 61%|██████▏   | 28461/46302 [30:09:19<18:55:13,  3.82s/it]
 61%|██████▏   | 28462/46302 [30:09:23<18:55:14,  3.82s/it]
 61%|██████▏   | 28463/46302 [30:09:27<18:55:10,  3.82s/it]
 61%|██████▏   | 28464/46302 [30:09:31<18:55:21,  3.82s/it]
 61%|██████▏   | 28465/46302 [30:09:34<18:55:07,  3.82s/it]
 61%|██████▏   | 28466/46302 [30:09:38<18:54:53,  3.82s/it]
 61%|██████▏   | 28467/46302 [30:09:42<18:54:57,  3.82s/it]
 61%|██████▏   | 28468/46302 [30:09:46<18:54:54,  3.82s/it]
 61%|██████▏   | 28469/46302 [30:09:50<18:54:52,  3.82s/it]
 61%|██████▏   | 28470/46302 [30:09:54<18:54:52,  3.82s/it]
 61%|██████▏   | 28471/46302 [30:09:57<18:54:38,  3.82s/it]
 61%|██████▏   | 28472/46302 [30:10:01<18:54:42,  3.82s/it]
 61%|██████▏   | 28473/46302 [30:10:05<18:54:56,  3.82s/it]
 61%|██████▏   | 28474/46302 [30:10:09<18:54:43,  3.82s/it]
 61%|██████▏   | 28475/46302 [30:10:13<18:54:38,  3.82s/it]
 62%|██████▏   | 28476/46302 [30:10:16<18:54:33,  3.82s/it]
 62%|██████▏   | 28477/46302 [30:10:20<18:54:38,  3.82s/it]
 62%|██████▏   | 28478/46302 [30:10:24<18:54:45,  3.82s/it]
 62%|██████▏   | 28479/46302 [30:10:28<18:54:17,  3.82s/it]
 62%|██████▏   | 28480/46302 [30:10:32<18:54:07,  3.82s/it]
 62%|██████▏   | 28481/46302 [30:10:36<18:54:07,  3.82s/it]
 62%|██████▏   | 28482/46302 [30:10:39<18:53:27,  3.82s/it]
 62%|██████▏   | 28483/46302 [30:10:43<18:52:08,  3.81s/it]
 62%|██████▏   | 28484/46302 [30:10:47<18:52:04,  3.81s/it]
 62%|██████▏   | 28485/46302 [30:10:51<18:51:42,  3.81s/it]
 62%|██████▏   | 28486/46302 [30:10:55<18:52:21,  3.81s/it]
 62%|██████▏   | 28487/46302 [30:10:58<18:52:03,  3.81s/it]
 62%|██████▏   | 28488/46302 [30:11:02<18:52:02,  3.81s/it]
 62%|██████▏   | 28489/46302 [30:11:06<18:51:52,  3.81s/it]
 62%|██████▏   | 28490/46302 [30:11:10<18:52:34,  3.82s/it]
 62%|██████▏   | 28491/46302 [30:11:14<18:52:50,  3.82s/it]
 62%|██████▏   | 28492/46302 [30:11:17<18:52:15,  3.81s/it]
 62%|██████▏   | 28493/46302 [30:11:21<18:52:44,  3.82s/it]
 62%|██████▏   | 28494/46302 [30:11:25<18:52:50,  3.82s/it]
 62%|██████▏   | 28495/46302 [30:11:29<18:52:49,  3.82s/it]
 62%|██████▏   | 28496/46302 [30:11:33<18:52:40,  3.82s/it]
 62%|██████▏   | 28497/46302 [30:11:37<18:52:26,  3.82s/it]
 62%|██████▏   | 28498/46302 [30:11:40<18:52:34,  3.82s/it]
 62%|██████▏   | 28499/46302 [30:11:44<18:52:47,  3.82s/it]
 62%|██████▏   | 28500/46302 [30:11:48<18:53:00,  3.82s/it]
                                                           
{'loss': 3.1933, 'learning_rate': 0.0019648139155004195, 'epoch': 0.62}

 62%|██████▏   | 28500/46302 [30:11:48<18:53:00,  3.82s/it]
 62%|██████▏   | 28501/46302 [30:11:52<18:53:24,  3.82s/it]
 62%|██████▏   | 28502/46302 [30:11:56<18:52:39,  3.82s/it]
 62%|██████▏   | 28503/46302 [30:11:59<18:52:29,  3.82s/it]
 62%|██████▏   | 28504/46302 [30:12:03<18:52:46,  3.82s/it]
 62%|██████▏   | 28505/46302 [30:12:07<18:52:36,  3.82s/it]
 62%|██████▏   | 28506/46302 [30:12:11<18:52:47,  3.82s/it]
 62%|██████▏   | 28507/46302 [30:12:15<18:53:01,  3.82s/it]
 62%|██████▏   | 28508/46302 [30:12:19<18:52:56,  3.82s/it]
 62%|██████▏   | 28509/46302 [30:12:22<18:52:56,  3.82s/it]
 62%|██████▏   | 28510/46302 [30:12:26<18:52:42,  3.82s/it]
 62%|██████▏   | 28511/46302 [30:12:30<18:52:39,  3.82s/it]
 62%|██████▏   | 28512/46302 [30:12:34<18:52:29,  3.82s/it]
 62%|██████▏   | 28513/46302 [30:12:38<18:52:28,  3.82s/it]
 62%|██████▏   | 28514/46302 [30:12:41<18:52:18,  3.82s/it]
 62%|██████▏   | 28515/46302 [30:12:45<18:52:22,  3.82s/it]
 62%|██████▏   | 28516/46302 [30:12:49<18:51:59,  3.82s/it]
 62%|██████▏   | 28517/46302 [30:12:53<18:51:33,  3.82s/it]
 62%|██████▏   | 28518/46302 [30:12:57<18:51:29,  3.82s/it]
 62%|██████▏   | 28519/46302 [30:13:01<18:50:38,  3.81s/it]
 62%|██████▏   | 28520/46302 [30:13:04<18:50:34,  3.81s/it]
 62%|██████▏   | 28521/46302 [30:13:08<18:50:42,  3.82s/it]
 62%|██████▏   | 28522/46302 [30:13:12<18:50:53,  3.82s/it]
 62%|██████▏   | 28523/46302 [30:13:16<18:51:10,  3.82s/it]
 62%|██████▏   | 28524/46302 [30:13:20<18:51:13,  3.82s/it]
 62%|██████▏   | 28525/46302 [30:13:23<18:51:24,  3.82s/it]
 62%|██████▏   | 28526/46302 [30:13:27<18:51:13,  3.82s/it]
 62%|██████▏   | 28527/46302 [30:13:31<18:51:28,  3.82s/it]
 62%|██████▏   | 28528/46302 [30:13:35<18:51:34,  3.82s/it]
 62%|██████▏   | 28529/46302 [30:13:39<18:51:18,  3.82s/it]
 62%|██████▏   | 28530/46302 [30:13:43<18:51:12,  3.82s/it]
 62%|██████▏   | 28531/46302 [30:13:46<18:51:20,  3.82s/it]
 62%|██████▏   | 28532/46302 [30:13:50<18:51:05,  3.82s/it]
 62%|██████▏   | 28533/46302 [30:13:54<18:51:25,  3.82s/it]
 62%|██████▏   | 28534/46302 [30:13:58<18:50:49,  3.82s/it]
 62%|██████▏   | 28535/46302 [30:14:02<18:50:49,  3.82s/it]
 62%|██████▏   | 28536/46302 [30:14:05<18:50:28,  3.82s/it]
 62%|██████▏   | 28537/46302 [30:14:09<18:50:41,  3.82s/it]
 62%|██████▏   | 28538/46302 [30:14:13<18:50:39,  3.82s/it]
 62%|██████▏   | 28539/46302 [30:14:17<18:50:48,  3.82s/it]
 62%|██████▏   | 28540/46302 [30:14:21<18:50:46,  3.82s/it]
 62%|██████▏   | 28541/46302 [30:14:25<18:50:05,  3.82s/it]
 62%|██████▏   | 28542/46302 [30:14:28<18:50:05,  3.82s/it]
 62%|██████▏   | 28543/46302 [30:14:32<18:50:16,  3.82s/it]
 62%|██████▏   | 28544/46302 [30:14:36<18:49:27,  3.82s/it]
 62%|██████▏   | 28545/46302 [30:14:40<18:49:41,  3.82s/it]
 62%|██████▏   | 28546/46302 [30:14:44<18:49:16,  3.82s/it]
 62%|██████▏   | 28547/46302 [30:14:47<18:49:22,  3.82s/it]
 62%|██████▏   | 28548/46302 [30:14:51<18:49:30,  3.82s/it]
 62%|██████▏   | 28549/46302 [30:14:55<18:49:03,  3.82s/it]
 62%|██████▏   | 28550/46302 [30:14:59<18:49:26,  3.82s/it]
 62%|██████▏   | 28551/46302 [30:15:03<18:49:47,  3.82s/it]
 62%|██████▏   | 28552/46302 [30:15:07<18:49:09,  3.82s/it]
 62%|██████▏   | 28553/46302 [30:15:10<18:49:12,  3.82s/it]
 62%|██████▏   | 28554/46302 [30:15:14<18:49:22,  3.82s/it]
 62%|██████▏   | 28555/46302 [30:15:18<18:49:27,  3.82s/it]
 62%|██████▏   | 28556/46302 [30:15:22<18:48:56,  3.82s/it]
 62%|██████▏   | 28557/46302 [30:15:26<18:48:54,  3.82s/it]
 62%|██████▏   | 28558/46302 [30:15:29<18:47:28,  3.81s/it]
 62%|██████▏   | 28559/46302 [30:15:33<18:47:55,  3.81s/it]
 62%|██████▏   | 28560/46302 [30:15:37<18:47:11,  3.81s/it]
 62%|██████▏   | 28561/46302 [30:15:41<18:47:55,  3.81s/it]
 62%|██████▏   | 28562/46302 [30:15:45<18:48:10,  3.82s/it]
 62%|██████▏   | 28563/46302 [30:15:49<18:48:25,  3.82s/it]
 62%|██████▏   | 28564/46302 [30:15:52<18:48:38,  3.82s/it]
 62%|██████▏   | 28565/46302 [30:15:56<18:48:50,  3.82s/it]
 62%|██████▏   | 28566/46302 [30:16:00<18:48:43,  3.82s/it]
 62%|██████▏   | 28567/46302 [30:16:04<18:48:38,  3.82s/it]
 62%|██████▏   | 28568/46302 [30:16:08<18:48:24,  3.82s/it]
 62%|██████▏   | 28569/46302 [30:16:11<18:48:23,  3.82s/it]
 62%|██████▏   | 28570/46302 [30:16:15<18:48:35,  3.82s/it]
 62%|██████▏   | 28571/46302 [30:16:19<18:47:45,  3.82s/it]
 62%|██████▏   | 28572/46302 [30:16:23<18:47:42,  3.82s/it]
 62%|██████▏   | 28573/46302 [30:16:27<18:47:12,  3.81s/it]
 62%|██████▏   | 28574/46302 [30:16:31<18:47:30,  3.82s/it]
 62%|██████▏   | 28575/46302 [30:16:34<18:47:46,  3.82s/it]
 62%|██████▏   | 28576/46302 [30:16:38<18:47:40,  3.82s/it]
 62%|██████▏   | 28577/46302 [30:16:42<18:47:01,  3.82s/it]
 62%|██████▏   | 28578/46302 [30:16:46<18:45:57,  3.81s/it]
 62%|██████▏   | 28579/46302 [30:16:50<18:46:08,  3.81s/it]
 62%|██████▏   | 28580/46302 [30:16:53<18:46:49,  3.82s/it]
 62%|██████▏   | 28581/46302 [30:16:57<18:47:33,  3.82s/it]
 62%|██████▏   | 28582/46302 [30:17:01<18:46:36,  3.81s/it]
 62%|██████▏   | 28583/46302 [30:17:05<18:47:04,  3.82s/it]
 62%|██████▏   | 28584/46302 [30:17:09<18:47:17,  3.82s/it]
 62%|██████▏   | 28585/46302 [30:17:13<18:47:19,  3.82s/it]
 62%|██████▏   | 28586/46302 [30:17:16<18:47:22,  3.82s/it]
 62%|██████▏   | 28587/46302 [30:17:20<18:46:58,  3.82s/it]
 62%|██████▏   | 28588/46302 [30:17:24<18:47:16,  3.82s/it]
 62%|██████▏   | 28589/46302 [30:17:28<18:47:25,  3.82s/it]
 62%|██████▏   | 28590/46302 [30:17:32<18:47:39,  3.82s/it]
 62%|██████▏   | 28591/46302 [30:17:35<18:47:45,  3.82s/it]
 62%|██████▏   | 28592/46302 [30:17:39<18:47:35,  3.82s/it]
 62%|██████▏   | 28593/46302 [30:17:43<18:47:19,  3.82s/it]
 62%|██████▏   | 28594/46302 [30:17:47<18:47:06,  3.82s/it]
 62%|██████▏   | 28595/46302 [30:17:51<18:46:55,  3.82s/it]
 62%|██████▏   | 28596/46302 [30:17:55<18:46:59,  3.82s/it]
 62%|██████▏   | 28597/46302 [30:17:58<18:46:54,  3.82s/it]
 62%|██████▏   | 28598/46302 [30:18:02<18:46:56,  3.82s/it]
 62%|██████▏   | 28599/46302 [30:18:06<18:47:12,  3.82s/it]
 62%|██████▏   | 28600/46302 [30:18:10<18:47:12,  3.82s/it]
 62%|██████▏   | 28601/46302 [30:18:14<18:47:17,  3.82s/it]
 62%|██████▏   | 28602/46302 [30:18:17<18:47:03,  3.82s/it]
 62%|██████▏   | 28603/46302 [30:18:21<18:47:11,  3.82s/it]
 62%|██████▏   | 28604/46302 [30:18:25<18:46:58,  3.82s/it]
 62%|██████▏   | 28605/46302 [30:18:29<18:46:56,  3.82s/it]
 62%|██████▏   | 28606/46302 [30:18:33<18:46:50,  3.82s/it]
 62%|██████▏   | 28607/46302 [30:18:37<18:46:42,  3.82s/it]
 62%|██████▏   | 28608/46302 [30:18:40<18:46:14,  3.82s/it]
 62%|██████▏   | 28609/46302 [30:18:44<18:46:05,  3.82s/it]
 62%|██████▏   | 28610/46302 [30:18:48<18:46:16,  3.82s/it]
 62%|██████▏   | 28611/46302 [30:18:52<18:46:13,  3.82s/it]
 62%|██████▏   | 28612/46302 [30:18:56<18:46:14,  3.82s/it]
 62%|██████▏   | 28613/46302 [30:18:59<18:46:27,  3.82s/it]
 62%|██████▏   | 28614/46302 [30:19:03<18:46:28,  3.82s/it]
 62%|██████▏   | 28615/46302 [30:19:07<18:46:28,  3.82s/it]
 62%|██████▏   | 28616/46302 [30:19:11<18:46:31,  3.82s/it]
 62%|██████▏   | 28617/46302 [30:19:15<18:46:35,  3.82s/it]
 62%|██████▏   | 28618/46302 [30:19:19<18:46:18,  3.82s/it]
 62%|██████▏   | 28619/46302 [30:19:22<18:46:26,  3.82s/it]
 62%|██████▏   | 28620/46302 [30:19:26<18:46:10,  3.82s/it]
 62%|██████▏   | 28621/46302 [30:19:30<18:46:09,  3.82s/it]
 62%|██████▏   | 28622/46302 [30:19:34<18:45:52,  3.82s/it]
 62%|██████▏   | 28623/46302 [30:19:38<18:45:39,  3.82s/it]
 62%|██████▏   | 28624/46302 [30:19:41<18:45:35,  3.82s/it]
 62%|██████▏   | 28625/46302 [30:19:45<18:45:32,  3.82s/it]
 62%|██████▏   | 28626/46302 [30:19:49<18:45:33,  3.82s/it]
 62%|██████▏   | 28627/46302 [30:19:53<18:45:27,  3.82s/it]
 62%|██████▏   | 28628/46302 [30:19:57<18:45:22,  3.82s/it]
 62%|██████▏   | 28629/46302 [30:20:01<18:45:19,  3.82s/it]
 62%|██████▏   | 28630/46302 [30:20:04<18:45:18,  3.82s/it]
 62%|██████▏   | 28631/46302 [30:20:08<18:45:26,  3.82s/it]
 62%|██████▏   | 28632/46302 [30:20:12<18:45:31,  3.82s/it]
 62%|██████▏   | 28633/46302 [30:20:16<18:45:28,  3.82s/it]
 62%|██████▏   | 28634/46302 [30:20:20<18:45:47,  3.82s/it]
 62%|██████▏   | 28635/46302 [30:20:24<18:45:36,  3.82s/it]
 62%|██████▏   | 28636/46302 [30:20:27<18:45:35,  3.82s/it]
 62%|██████▏   | 28637/46302 [30:20:31<18:45:41,  3.82s/it]
 62%|██████▏   | 28638/46302 [30:20:35<18:45:39,  3.82s/it]
 62%|██████▏   | 28639/46302 [30:20:39<18:45:23,  3.82s/it]
 62%|██████▏   | 28640/46302 [30:20:43<18:44:46,  3.82s/it]
 62%|██████▏   | 28641/46302 [30:20:46<18:44:52,  3.82s/it]
 62%|██████▏   | 28642/46302 [30:20:50<18:44:46,  3.82s/it]
 62%|██████▏   | 28643/46302 [30:20:54<18:44:56,  3.82s/it]
 62%|██████▏   | 28644/46302 [30:20:58<18:45:05,  3.82s/it]
 62%|██████▏   | 28645/46302 [30:21:02<18:44:59,  3.82s/it]
 62%|██████▏   | 28646/46302 [30:21:06<18:44:57,  3.82s/it]
 62%|██████▏   | 28647/46302 [30:21:09<18:44:47,  3.82s/it]
 62%|██████▏   | 28648/46302 [30:21:13<18:44:28,  3.82s/it]
 62%|██████▏   | 28649/46302 [30:21:17<18:44:40,  3.82s/it]
 62%|██████▏   | 28650/46302 [30:21:21<18:44:27,  3.82s/it]
 62%|██████▏   | 28651/46302 [30:21:25<18:44:43,  3.82s/it]
 62%|██████▏   | 28652/46302 [30:21:29<18:44:27,  3.82s/it]
 62%|██████▏   | 28653/46302 [30:21:32<18:44:33,  3.82s/it]
 62%|██████▏   | 28654/46302 [30:21:36<18:44:06,  3.82s/it]
 62%|██████▏   | 28655/46302 [30:21:40<18:44:00,  3.82s/it]
 62%|██████▏   | 28656/46302 [30:21:44<18:43:49,  3.82s/it]
 62%|██████▏   | 28657/46302 [30:21:48<18:43:37,  3.82s/it]
 62%|██████▏   | 28658/46302 [30:21:51<18:43:38,  3.82s/it]
 62%|██████▏   | 28659/46302 [30:21:55<18:43:38,  3.82s/it]
 62%|██████▏   | 28660/46302 [30:21:59<18:43:29,  3.82s/it]
 62%|██████▏   | 28661/46302 [30:22:03<18:43:18,  3.82s/it]
 62%|██████▏   | 28662/46302 [30:22:07<18:43:20,  3.82s/it]
 62%|██████▏   | 28663/46302 [30:22:11<18:43:12,  3.82s/it]
 62%|██████▏   | 28664/46302 [30:22:14<18:42:54,  3.82s/it]
 62%|██████▏   | 28665/46302 [30:22:18<18:42:55,  3.82s/it]
 62%|██████▏   | 28666/46302 [30:22:22<18:43:09,  3.82s/it]
 62%|██████▏   | 28667/46302 [30:22:26<18:42:58,  3.82s/it]
 62%|██████▏   | 28668/46302 [30:22:30<18:42:44,  3.82s/it]
 62%|██████▏   | 28669/46302 [30:22:33<18:42:37,  3.82s/it]
 62%|██████▏   | 28670/46302 [30:22:37<18:42:31,  3.82s/it]
 62%|██████▏   | 28671/46302 [30:22:41<18:42:46,  3.82s/it]
 62%|██████▏   | 28672/46302 [30:22:45<18:42:42,  3.82s/it]
 62%|██████▏   | 28673/46302 [30:22:49<18:42:31,  3.82s/it]
 62%|██████▏   | 28674/46302 [30:22:53<18:42:27,  3.82s/it]
 62%|██████▏   | 28675/46302 [30:22:56<18:42:22,  3.82s/it]
 62%|██████▏   | 28676/46302 [30:23:00<18:42:17,  3.82s/it]
 62%|██████▏   | 28677/46302 [30:23:04<18:42:30,  3.82s/it]
 62%|██████▏   | 28678/46302 [30:23:08<18:42:29,  3.82s/it]
 62%|██████▏   | 28679/46302 [30:23:12<18:42:31,  3.82s/it]
 62%|██████▏   | 28680/46302 [30:23:15<18:42:20,  3.82s/it]
 62%|██████▏   | 28681/46302 [30:23:19<18:42:09,  3.82s/it]
 62%|██████▏   | 28682/46302 [30:23:23<18:41:59,  3.82s/it]
 62%|██████▏   | 28683/46302 [30:23:27<18:41:50,  3.82s/it]
 62%|██████▏   | 28684/46302 [30:23:31<18:41:36,  3.82s/it]
 62%|██████▏   | 28685/46302 [30:23:35<18:41:20,  3.82s/it]
 62%|██████▏   | 28686/46302 [30:23:38<18:40:46,  3.82s/it]
 62%|██████▏   | 28687/46302 [30:23:42<18:41:38,  3.82s/it]
 62%|██████▏   | 28688/46302 [30:23:46<18:40:41,  3.82s/it]
 62%|██████▏   | 28689/46302 [30:23:50<18:40:51,  3.82s/it]
 62%|██████▏   | 28690/46302 [30:23:54<18:40:51,  3.82s/it]
 62%|██████▏   | 28691/46302 [30:23:58<18:40:47,  3.82s/it]
 62%|██████▏   | 28692/46302 [30:24:01<18:40:46,  3.82s/it]
 62%|██████▏   | 28693/46302 [30:24:05<18:40:54,  3.82s/it]
 62%|██████▏   | 28694/46302 [30:24:09<18:40:51,  3.82s/it]
 62%|██████▏   | 28695/46302 [30:24:13<18:40:58,  3.82s/it]
 62%|██████▏   | 28696/46302 [30:24:17<18:40:26,  3.82s/it]
 62%|██████▏   | 28697/46302 [30:24:20<18:40:40,  3.82s/it]
 62%|██████▏   | 28698/46302 [30:24:24<18:39:47,  3.82s/it]
 62%|██████▏   | 28699/46302 [30:24:28<18:40:12,  3.82s/it]
 62%|██████▏   | 28700/46302 [30:24:32<18:40:16,  3.82s/it]
 62%|██████▏   | 28701/46302 [30:24:36<18:40:26,  3.82s/it]
 62%|██████▏   | 28702/46302 [30:24:40<18:40:00,  3.82s/it]
 62%|██████▏   | 28703/46302 [30:24:43<18:40:06,  3.82s/it]
 62%|██████▏   | 28704/46302 [30:24:47<18:40:14,  3.82s/it]
 62%|██████▏   | 28705/46302 [30:24:51<18:40:00,  3.82s/it]
 62%|██████▏   | 28706/46302 [30:24:55<18:39:46,  3.82s/it]
 62%|██████▏   | 28707/46302 [30:24:59<18:39:54,  3.82s/it]
 62%|██████▏   | 28708/46302 [30:25:02<18:39:45,  3.82s/it]
 62%|██████▏   | 28709/46302 [30:25:06<18:39:43,  3.82s/it]
 62%|██████▏   | 28710/46302 [30:25:10<18:39:38,  3.82s/it]
 62%|██████▏   | 28711/46302 [30:25:14<18:39:45,  3.82s/it]
 62%|██████▏   | 28712/46302 [30:25:18<18:39:50,  3.82s/it]
 62%|██████▏   | 28713/46302 [30:25:22<18:39:58,  3.82s/it]
 62%|██████▏   | 28714/46302 [30:25:25<18:38:53,  3.82s/it]
 62%|██████▏   | 28715/46302 [30:25:29<18:38:30,  3.82s/it]
 62%|██████▏   | 28716/46302 [30:25:33<18:38:37,  3.82s/it]
 62%|██████▏   | 28717/46302 [30:25:37<18:38:38,  3.82s/it]
 62%|██████▏   | 28718/46302 [30:25:41<18:39:03,  3.82s/it]
 62%|██████▏   | 28719/46302 [30:25:44<18:38:59,  3.82s/it]
 62%|██████▏   | 28720/46302 [30:25:48<18:39:10,  3.82s/it]
 62%|██████▏   | 28721/46302 [30:25:52<18:38:38,  3.82s/it]
 62%|██████▏   | 28722/46302 [30:25:56<18:38:04,  3.82s/it]
 62%|██████▏   | 28723/46302 [30:26:00<18:38:13,  3.82s/it]
 62%|██████▏   | 28724/46302 [30:26:04<18:38:22,  3.82s/it]
 62%|██████▏   | 28725/46302 [30:26:07<18:38:29,  3.82s/it]
 62%|██████▏   | 28726/46302 [30:26:11<18:38:36,  3.82s/it]
 62%|██████▏   | 28727/46302 [30:26:15<18:37:50,  3.82s/it]
 62%|██████▏   | 28728/46302 [30:26:19<18:38:02,  3.82s/it]
 62%|██████▏   | 28729/46302 [30:26:23<18:37:07,  3.81s/it]
 62%|██████▏   | 28730/46302 [30:26:26<18:37:29,  3.82s/it]
 62%|██████▏   | 28731/46302 [30:26:30<18:37:43,  3.82s/it]
 62%|██████▏   | 28732/46302 [30:26:34<18:37:41,  3.82s/it]
 62%|██████▏   | 28733/46302 [30:26:38<18:36:55,  3.81s/it]
 62%|██████▏   | 28734/46302 [30:26:42<18:36:47,  3.81s/it]
 62%|██████▏   | 28735/46302 [30:26:45<18:37:27,  3.82s/it]
 62%|██████▏   | 28736/46302 [30:26:49<18:37:55,  3.82s/it]
 62%|██████▏   | 28737/46302 [30:26:53<18:37:31,  3.82s/it]
 62%|██████▏   | 28738/46302 [30:26:57<18:36:15,  3.81s/it]
 62%|██████▏   | 28739/46302 [30:27:01<18:36:42,  3.81s/it]
 62%|██████▏   | 28740/46302 [30:27:05<18:37:13,  3.82s/it]
 62%|██████▏   | 28741/46302 [30:27:08<18:37:40,  3.82s/it]
 62%|██████▏   | 28742/46302 [30:27:12<18:37:45,  3.82s/it]
 62%|██████▏   | 28743/46302 [30:27:16<18:38:02,  3.82s/it]
 62%|██████▏   | 28744/46302 [30:27:20<18:37:48,  3.82s/it]
 62%|██████▏   | 28745/46302 [30:27:24<18:37:34,  3.82s/it]
 62%|██████▏   | 28746/46302 [30:27:27<18:37:40,  3.82s/it]
 62%|██████▏   | 28747/46302 [30:27:31<18:37:33,  3.82s/it]
 62%|██████▏   | 28748/46302 [30:27:35<18:36:35,  3.82s/it]
 62%|██████▏   | 28749/46302 [30:27:39<18:35:43,  3.81s/it]
 62%|██████▏   | 28750/46302 [30:27:43<18:36:19,  3.82s/it]
 62%|██████▏   | 28751/46302 [30:27:47<18:36:19,  3.82s/it]
 62%|██████▏   | 28752/46302 [30:27:50<18:36:38,  3.82s/it]
 62%|██████▏   | 28753/46302 [30:27:54<18:36:42,  3.82s/it]
 62%|██████▏   | 28754/46302 [30:27:58<18:36:47,  3.82s/it]
 62%|██████▏   | 28755/46302 [30:28:02<18:36:44,  3.82s/it]
 62%|██████▏   | 28756/46302 [30:28:06<18:35:41,  3.82s/it]
 62%|██████▏   | 28757/46302 [30:28:09<18:36:07,  3.82s/it]
 62%|██████▏   | 28758/46302 [30:28:13<18:36:20,  3.82s/it]
 62%|██████▏   | 28759/46302 [30:28:17<18:36:26,  3.82s/it]
 62%|██████▏   | 28760/46302 [30:28:21<18:36:25,  3.82s/it]
 62%|██████▏   | 28761/46302 [30:28:25<18:36:43,  3.82s/it]
 62%|██████▏   | 28762/46302 [30:28:29<18:36:55,  3.82s/it]
 62%|██████▏   | 28763/46302 [30:28:32<18:36:37,  3.82s/it]
 62%|██████▏   | 28764/46302 [30:28:36<18:36:49,  3.82s/it]
 62%|██████▏   | 28765/46302 [30:28:40<18:36:45,  3.82s/it]
 62%|██████▏   | 28766/46302 [30:28:44<18:36:34,  3.82s/it]
 62%|██████▏   | 28767/46302 [30:28:48<18:36:34,  3.82s/it]
 62%|██████▏   | 28768/46302 [30:28:51<18:36:18,  3.82s/it]
 62%|██████▏   | 28769/46302 [30:28:55<18:36:09,  3.82s/it]
 62%|██████▏   | 28770/46302 [30:28:59<18:35:51,  3.82s/it]
 62%|██████▏   | 28771/46302 [30:29:03<18:35:53,  3.82s/it]
 62%|██████▏   | 28772/46302 [30:29:07<18:36:04,  3.82s/it]
 62%|██████▏   | 28773/46302 [30:29:11<18:36:14,  3.82s/it]
 62%|██████▏   | 28774/46302 [30:29:14<18:36:00,  3.82s/it]
 62%|██████▏   | 28775/46302 [30:29:18<18:35:29,  3.82s/it]
 62%|██████▏   | 28776/46302 [30:29:22<18:35:30,  3.82s/it]
 62%|██████▏   | 28777/46302 [30:29:26<18:35:41,  3.82s/it]
 62%|██████▏   | 28778/46302 [30:29:30<18:35:40,  3.82s/it]
 62%|██████▏   | 28779/46302 [30:29:34<18:35:41,  3.82s/it]
 62%|██████▏   | 28780/46302 [30:29:37<18:35:26,  3.82s/it]
 62%|██████▏   | 28781/46302 [30:29:41<18:35:24,  3.82s/it]
 62%|██████▏   | 28782/46302 [30:29:45<18:35:22,  3.82s/it]
 62%|██████▏   | 28783/46302 [30:29:49<18:35:18,  3.82s/it]
 62%|██████▏   | 28784/46302 [30:29:53<18:34:48,  3.82s/it]
 62%|██████▏   | 28785/46302 [30:29:56<18:34:56,  3.82s/it]
 62%|██████▏   | 28786/46302 [30:30:00<18:35:10,  3.82s/it]
 62%|██████▏   | 28787/46302 [30:30:04<18:35:07,  3.82s/it]
 62%|██████▏   | 28788/46302 [30:30:08<18:34:46,  3.82s/it]
 62%|██████▏   | 28789/46302 [30:30:12<18:34:58,  3.82s/it]
 62%|██████▏   | 28790/46302 [30:30:16<18:34:55,  3.82s/it]
 62%|██████▏   | 28791/46302 [30:30:19<18:34:57,  3.82s/it]
 62%|██████▏   | 28792/46302 [30:30:23<18:34:27,  3.82s/it]
 62%|██████▏   | 28793/46302 [30:30:27<18:34:33,  3.82s/it]
 62%|██████▏   | 28794/46302 [30:30:31<18:34:37,  3.82s/it]
 62%|██████▏   | 28795/46302 [30:30:35<18:34:19,  3.82s/it]
 62%|██████▏   | 28796/46302 [30:30:38<18:34:22,  3.82s/it]
 62%|██████▏   | 28797/46302 [30:30:42<18:34:37,  3.82s/it]
 62%|██████▏   | 28798/46302 [30:30:46<18:34:28,  3.82s/it]
 62%|██████▏   | 28799/46302 [30:30:50<18:34:14,  3.82s/it]
 62%|██████▏   | 28800/46302 [30:30:54<18:34:25,  3.82s/it]
 62%|██████▏   | 28801/46302 [30:30:58<18:34:31,  3.82s/it]
 62%|██████▏   | 28802/46302 [30:31:01<18:34:26,  3.82s/it]
 62%|██████▏   | 28803/46302 [30:31:05<18:34:05,  3.82s/it]
 62%|██████▏   | 28804/46302 [30:31:09<18:33:57,  3.82s/it]
 62%|██████▏   | 28805/46302 [30:31:13<18:33:59,  3.82s/it]
 62%|██████▏   | 28806/46302 [30:31:17<18:33:51,  3.82s/it]
 62%|██████▏   | 28807/46302 [30:31:20<18:33:59,  3.82s/it]
 62%|██████▏   | 28808/46302 [30:31:24<18:33:50,  3.82s/it]
 62%|██████▏   | 28809/46302 [30:31:28<18:33:34,  3.82s/it]
 62%|██████▏   | 28810/46302 [30:31:32<18:33:28,  3.82s/it]
 62%|██████▏   | 28811/46302 [30:31:36<18:33:37,  3.82s/it]
 62%|██████▏   | 28812/46302 [30:31:40<18:33:18,  3.82s/it]
 62%|██████▏   | 28813/46302 [30:31:43<18:33:19,  3.82s/it]
 62%|██████▏   | 28814/46302 [30:31:47<18:33:13,  3.82s/it]
 62%|██████▏   | 28815/46302 [30:31:51<18:33:01,  3.82s/it]
 62%|██████▏   | 28816/46302 [30:31:55<18:32:55,  3.82s/it]
 62%|██████▏   | 28817/46302 [30:31:59<18:33:10,  3.82s/it]
 62%|██████▏   | 28818/46302 [30:32:02<18:33:03,  3.82s/it]
 62%|██████▏   | 28819/46302 [30:32:06<18:33:03,  3.82s/it]
 62%|██████▏   | 28820/46302 [30:32:10<18:33:07,  3.82s/it]
 62%|██████▏   | 28821/46302 [30:32:14<18:33:05,  3.82s/it]
 62%|██████▏   | 28822/46302 [30:32:18<18:33:01,  3.82s/it]
 62%|██████▏   | 28823/46302 [30:32:22<18:32:50,  3.82s/it]
 62%|██████▏   | 28824/46302 [30:32:25<18:32:47,  3.82s/it]
 62%|██████▏   | 28825/46302 [30:32:29<18:32:28,  3.82s/it]
 62%|██████▏   | 28826/46302 [30:32:33<18:32:13,  3.82s/it]
 62%|██████▏   | 28827/46302 [30:32:37<18:32:07,  3.82s/it]
 62%|██████▏   | 28828/46302 [30:32:41<18:32:25,  3.82s/it]
 62%|██████▏   | 28829/46302 [30:32:44<18:32:25,  3.82s/it]
 62%|██████▏   | 28830/46302 [30:32:48<18:32:13,  3.82s/it]
 62%|██████▏   | 28831/46302 [30:32:52<18:31:32,  3.82s/it]
 62%|██████▏   | 28832/46302 [30:32:56<18:31:40,  3.82s/it]
 62%|██████▏   | 28833/46302 [30:33:00<18:32:07,  3.82s/it]
 62%|██████▏   | 28834/46302 [30:33:04<18:32:25,  3.82s/it]
 62%|██████▏   | 28835/46302 [30:33:07<18:32:43,  3.82s/it]
 62%|██████▏   | 28836/46302 [30:33:11<18:32:35,  3.82s/it]
 62%|██████▏   | 28837/46302 [30:33:15<18:32:46,  3.82s/it]
 62%|██████▏   | 28838/46302 [30:33:19<18:32:30,  3.82s/it]
 62%|██████▏   | 28839/46302 [30:33:23<18:32:35,  3.82s/it]
 62%|██████▏   | 28840/46302 [30:33:27<18:32:31,  3.82s/it]
 62%|██████▏   | 28841/46302 [30:33:30<18:32:27,  3.82s/it]
 62%|██████▏   | 28842/46302 [30:33:34<18:32:14,  3.82s/it]
 62%|██████▏   | 28843/46302 [30:33:38<18:32:08,  3.82s/it]
 62%|██████▏   | 28844/46302 [30:33:42<18:32:11,  3.82s/it]
 62%|██████▏   | 28845/46302 [30:33:46<18:32:09,  3.82s/it]
 62%|██████▏   | 28846/46302 [30:33:49<18:32:18,  3.82s/it]
 62%|██████▏   | 28847/46302 [30:33:53<18:32:16,  3.82s/it]
 62%|██████▏   | 28848/46302 [30:33:57<18:31:59,  3.82s/it]
 62%|██████▏   | 28849/46302 [30:34:01<18:31:58,  3.82s/it]
 62%|██████▏   | 28850/46302 [30:34:05<18:32:02,  3.82s/it]
 62%|██████▏   | 28851/46302 [30:34:09<18:32:18,  3.82s/it]
 62%|██████▏   | 28852/46302 [30:34:12<18:32:18,  3.82s/it]
 62%|██████▏   | 28853/46302 [30:34:16<18:31:54,  3.82s/it]
 62%|██████▏   | 28854/46302 [30:34:20<18:31:32,  3.82s/it]
 62%|██████▏   | 28855/46302 [30:34:24<18:31:03,  3.82s/it]
 62%|██████▏   | 28856/46302 [30:34:28<18:30:47,  3.82s/it]
 62%|██████▏   | 28857/46302 [30:34:32<18:30:54,  3.82s/it]
 62%|██████▏   | 28858/46302 [30:34:35<18:30:48,  3.82s/it]
 62%|██████▏   | 28859/46302 [30:34:39<18:30:43,  3.82s/it]
 62%|██████▏   | 28860/46302 [30:34:43<18:30:32,  3.82s/it]
 62%|██████▏   | 28861/46302 [30:34:47<18:30:22,  3.82s/it]
 62%|██████▏   | 28862/46302 [30:34:51<18:30:18,  3.82s/it]
 62%|██████▏   | 28863/46302 [30:34:54<18:30:11,  3.82s/it]
 62%|██████▏   | 28864/46302 [30:34:58<18:30:13,  3.82s/it]
 62%|██████▏   | 28865/46302 [30:35:02<18:30:08,  3.82s/it]
 62%|██████▏   | 28866/46302 [30:35:06<18:30:01,  3.82s/it]
 62%|██████▏   | 28867/46302 [30:35:10<18:30:13,  3.82s/it]
 62%|██████▏   | 28868/46302 [30:35:14<18:30:08,  3.82s/it]
 62%|██████▏   | 28869/46302 [30:35:17<18:29:46,  3.82s/it]
 62%|██████▏   | 28870/46302 [30:35:21<18:29:35,  3.82s/it]
 62%|██████▏   | 28871/46302 [30:35:25<18:29:46,  3.82s/it]
 62%|██████▏   | 28872/46302 [30:35:29<18:29:34,  3.82s/it]
 62%|██████▏   | 28873/46302 [30:35:33<18:29:36,  3.82s/it]
 62%|██████▏   | 28874/46302 [30:35:36<18:29:42,  3.82s/it]
 62%|██████▏   | 28875/46302 [30:35:40<18:29:47,  3.82s/it]
 62%|██████▏   | 28876/46302 [30:35:44<18:29:51,  3.82s/it]
 62%|██████▏   | 28877/46302 [30:35:48<18:29:29,  3.82s/it]
 62%|██████▏   | 28878/46302 [30:35:52<18:29:16,  3.82s/it]
 62%|██████▏   | 28879/46302 [30:35:56<18:29:01,  3.82s/it]
 62%|██████▏   | 28880/46302 [30:35:59<18:28:54,  3.82s/it]
 62%|██████▏   | 28881/46302 [30:36:03<18:28:56,  3.82s/it]
 62%|██████▏   | 28882/46302 [30:36:07<18:28:45,  3.82s/it]
 62%|██████▏   | 28883/46302 [30:36:11<18:28:36,  3.82s/it]
 62%|██████▏   | 28884/46302 [30:36:15<18:28:30,  3.82s/it]
 62%|██████▏   | 28885/46302 [30:36:18<18:28:27,  3.82s/it]
 62%|██████▏   | 28886/46302 [30:36:22<18:28:14,  3.82s/it]
 62%|██████▏   | 28887/46302 [30:36:26<18:28:10,  3.82s/it]
 62%|██████▏   | 28888/46302 [30:36:30<18:28:15,  3.82s/it]
 62%|██████▏   | 28889/46302 [30:36:34<18:26:41,  3.81s/it]
 62%|██████▏   | 28890/46302 [30:36:38<18:26:44,  3.81s/it]
 62%|██████▏   | 28891/46302 [30:36:41<18:25:47,  3.81s/it]
 62%|██████▏   | 28892/46302 [30:36:45<18:26:37,  3.81s/it]
 62%|██████▏   | 28893/46302 [30:36:49<18:26:01,  3.81s/it]
 62%|██████▏   | 28894/46302 [30:36:53<18:26:31,  3.81s/it]
 62%|██████▏   | 28895/46302 [30:36:57<18:26:52,  3.82s/it]
 62%|██████▏   | 28896/46302 [30:37:00<18:27:17,  3.82s/it]
 62%|██████▏   | 28897/46302 [30:37:04<18:27:26,  3.82s/it]
 62%|██████▏   | 28898/46302 [30:37:08<18:27:28,  3.82s/it]
 62%|██████▏   | 28899/46302 [30:37:12<18:27:39,  3.82s/it]
 62%|██████▏   | 28900/46302 [30:37:16<18:27:47,  3.82s/it]
 62%|██████▏   | 28901/46302 [30:37:20<18:27:50,  3.82s/it]
 62%|██████▏   | 28902/46302 [30:37:23<18:27:29,  3.82s/it]
 62%|██████▏   | 28903/46302 [30:37:27<18:27:26,  3.82s/it]
 62%|██████▏   | 28904/46302 [30:37:31<18:26:58,  3.82s/it]
 62%|██████▏   | 28905/46302 [30:37:35<18:26:51,  3.82s/it]
 62%|██████▏   | 28906/46302 [30:37:39<18:26:17,  3.82s/it]
 62%|██████▏   | 28907/46302 [30:37:42<18:26:35,  3.82s/it]
 62%|██████▏   | 28908/46302 [30:37:46<18:26:35,  3.82s/it]
 62%|██████▏   | 28909/46302 [30:37:50<18:26:35,  3.82s/it]
 62%|██████▏   | 28910/46302 [30:37:54<18:26:44,  3.82s/it]
 62%|██████▏   | 28911/46302 [30:37:58<18:27:01,  3.82s/it]
 62%|██████▏   | 28912/46302 [30:38:02<18:26:10,  3.82s/it]
 62%|██████▏   | 28913/46302 [30:38:05<18:26:28,  3.82s/it]
 62%|██████▏   | 28914/46302 [30:38:09<18:25:48,  3.82s/it]
 62%|██████▏   | 28915/46302 [30:38:13<18:25:56,  3.82s/it]
 62%|██████▏   | 28916/46302 [30:38:17<18:26:10,  3.82s/it]
 62%|██████▏   | 28917/46302 [30:38:21<18:26:21,  3.82s/it]
 62%|██████▏   | 28918/46302 [30:38:24<18:26:17,  3.82s/it]
 62%|██████▏   | 28919/46302 [30:38:28<18:26:19,  3.82s/it]
 62%|██████▏   | 28920/46302 [30:38:32<18:26:24,  3.82s/it]
 62%|██████▏   | 28921/46302 [30:38:36<18:26:05,  3.82s/it]
 62%|██████▏   | 28922/46302 [30:38:40<18:26:18,  3.82s/it]
 62%|██████▏   | 28923/46302 [30:38:44<18:26:03,  3.82s/it]
 62%|██████▏   | 28924/46302 [30:38:47<18:25:56,  3.82s/it]
 62%|██████▏   | 28925/46302 [30:38:51<18:25:57,  3.82s/it]
 62%|██████▏   | 28926/46302 [30:38:55<18:25:14,  3.82s/it]
 62%|██████▏   | 28927/46302 [30:38:59<18:25:05,  3.82s/it]
 62%|██████▏   | 28928/46302 [30:39:03<18:25:20,  3.82s/it]
 62%|██████▏   | 28929/46302 [30:39:06<18:25:06,  3.82s/it]
 62%|██████▏   | 28930/46302 [30:39:10<18:25:11,  3.82s/it]
 62%|██████▏   | 28931/46302 [30:39:14<18:25:04,  3.82s/it]
 62%|██████▏   | 28932/46302 [30:39:18<18:24:46,  3.82s/it]
 62%|██████▏   | 28933/46302 [30:39:22<18:24:52,  3.82s/it]
 62%|██████▏   | 28934/46302 [30:39:25<18:24:50,  3.82s/it]
 62%|██████▏   | 28935/46302 [30:39:29<18:24:54,  3.82s/it]
 62%|██████▏   | 28936/46302 [30:39:33<18:24:32,  3.82s/it]
 62%|██████▏   | 28937/46302 [30:39:37<18:24:31,  3.82s/it]
 62%|██████▏   | 28938/46302 [30:39:41<18:24:36,  3.82s/it]
 63%|██████▎   | 28939/46302 [30:39:45<18:24:31,  3.82s/it]
 63%|██████▎   | 28940/46302 [30:39:48<18:24:42,  3.82s/it]
 63%|██████▎   | 28941/46302 [30:39:52<18:25:00,  3.82s/it]
 63%|██████▎   | 28942/46302 [30:39:56<18:24:48,  3.82s/it]
 63%|██████▎   | 28943/46302 [30:40:00<18:24:51,  3.82s/it]
 63%|██████▎   | 28944/46302 [30:40:04<18:25:08,  3.82s/it]
 63%|██████▎   | 28945/46302 [30:40:07<18:24:55,  3.82s/it]
 63%|██████▎   | 28946/46302 [30:40:11<18:24:44,  3.82s/it]
 63%|██████▎   | 28947/46302 [30:40:15<18:24:19,  3.82s/it]
 63%|██████▎   | 28948/46302 [30:40:19<18:24:22,  3.82s/it]
 63%|██████▎   | 28949/46302 [30:40:23<18:24:32,  3.82s/it]
 63%|██████▎   | 28950/46302 [30:40:27<18:24:41,  3.82s/it]
 63%|██████▎   | 28951/46302 [30:40:30<18:24:39,  3.82s/it]
 63%|██████▎   | 28952/46302 [30:40:34<18:24:34,  3.82s/it]
 63%|██████▎   | 28953/46302 [30:40:38<18:24:34,  3.82s/it]
 63%|██████▎   | 28954/46302 [30:40:42<18:24:22,  3.82s/it]
 63%|██████▎   | 28955/46302 [30:40:46<18:24:28,  3.82s/it]
 63%|██████▎   | 28956/46302 [30:40:50<18:24:15,  3.82s/it]
 63%|██████▎   | 28957/46302 [30:40:53<18:24:15,  3.82s/it]
 63%|██████▎   | 28958/46302 [30:40:57<18:24:15,  3.82s/it]
 63%|██████▎   | 28959/46302 [30:41:01<18:24:06,  3.82s/it]
 63%|██████▎   | 28960/46302 [30:41:05<18:24:07,  3.82s/it]
 63%|██████▎   | 28961/46302 [30:41:09<18:24:02,  3.82s/it]
 63%|██████▎   | 28962/46302 [30:41:12<18:23:59,  3.82s/it]
 63%|██████▎   | 28963/46302 [30:41:16<18:24:02,  3.82s/it]
 63%|██████▎   | 28964/46302 [30:41:20<18:23:59,  3.82s/it]
 63%|██████▎   | 28965/46302 [30:41:24<18:23:47,  3.82s/it]
 63%|██████▎   | 28966/46302 [30:41:28<18:23:31,  3.82s/it]
 63%|██████▎   | 28967/46302 [30:41:32<18:23:39,  3.82s/it]
 63%|██████▎   | 28968/46302 [30:41:35<18:23:15,  3.82s/it]
 63%|██████▎   | 28969/46302 [30:41:39<18:23:07,  3.82s/it]
 63%|██████▎   | 28970/46302 [30:41:43<18:22:56,  3.82s/it]
 63%|██████▎   | 28971/46302 [30:41:47<18:22:42,  3.82s/it]
 63%|██████▎   | 28972/46302 [30:41:51<18:22:51,  3.82s/it]
 63%|██████▎   | 28973/46302 [30:41:54<18:23:08,  3.82s/it]
 63%|██████▎   | 28974/46302 [30:41:58<18:22:53,  3.82s/it]
 63%|██████▎   | 28975/46302 [30:42:02<18:22:42,  3.82s/it]
 63%|██████▎   | 28976/46302 [30:42:06<18:22:34,  3.82s/it]
 63%|██████▎   | 28977/46302 [30:42:10<18:22:30,  3.82s/it]
 63%|██████▎   | 28978/46302 [30:42:14<18:22:21,  3.82s/it]
 63%|██████▎   | 28979/46302 [30:42:17<18:22:25,  3.82s/it]
 63%|██████▎   | 28980/46302 [30:42:21<18:22:25,  3.82s/it]
 63%|██████▎   | 28981/46302 [30:42:25<18:22:31,  3.82s/it]
 63%|██████▎   | 28982/46302 [30:42:29<18:22:28,  3.82s/it]
 63%|██████▎   | 28983/46302 [30:42:33<18:22:28,  3.82s/it]
 63%|██████▎   | 28984/46302 [30:42:36<18:22:20,  3.82s/it]
 63%|██████▎   | 28985/46302 [30:42:40<18:22:31,  3.82s/it]
 63%|██████▎   | 28986/46302 [30:42:44<18:22:29,  3.82s/it]
 63%|██████▎   | 28987/46302 [30:42:48<18:21:59,  3.82s/it]
 63%|██████▎   | 28988/46302 [30:42:52<18:21:29,  3.82s/it]
 63%|██████▎   | 28989/46302 [30:42:56<18:21:22,  3.82s/it]
 63%|██████▎   | 28990/46302 [30:42:59<18:21:21,  3.82s/it]
 63%|██████▎   | 28991/46302 [30:43:03<18:21:06,  3.82s/it]
 63%|██████▎   | 28992/46302 [30:43:07<18:20:59,  3.82s/it]
 63%|██████▎   | 28993/46302 [30:43:11<18:21:09,  3.82s/it]
 63%|██████▎   | 28994/46302 [30:43:15<18:20:50,  3.82s/it]
 63%|██████▎   | 28995/46302 [30:43:18<18:20:26,  3.82s/it]
 63%|██████▎   | 28996/46302 [30:43:22<18:20:25,  3.82s/it]
 63%|██████▎   | 28997/46302 [30:43:26<18:20:51,  3.82s/it]
 63%|██████▎   | 28998/46302 [30:43:30<18:21:02,  3.82s/it]
 63%|██████▎   | 28999/46302 [30:43:34<18:21:07,  3.82s/it]
 63%|██████▎   | 29000/46302 [30:43:38<18:21:05,  3.82s/it]
                                                           
{'loss': 3.1942, 'learning_rate': 0.0019096287139640635, 'epoch': 0.63}

 63%|██████▎   | 29000/46302 [30:43:38<18:21:05,  3.82s/it]
 63%|██████▎   | 29001/46302 [30:43:41<18:21:16,  3.82s/it]
 63%|██████▎   | 29002/46302 [30:43:45<18:20:45,  3.82s/it]
 63%|██████▎   | 29003/46302 [30:43:49<18:20:50,  3.82s/it]
 63%|██████▎   | 29004/46302 [30:43:53<18:20:56,  3.82s/it]
 63%|██████▎   | 29005/46302 [30:43:57<18:20:49,  3.82s/it]
 63%|██████▎   | 29006/46302 [30:44:00<18:20:49,  3.82s/it]
 63%|██████▎   | 29007/46302 [30:44:04<18:20:42,  3.82s/it]
 63%|██████▎   | 29008/46302 [30:44:08<18:20:47,  3.82s/it]
 63%|██████▎   | 29009/46302 [30:44:12<18:20:52,  3.82s/it]
 63%|██████▎   | 29010/46302 [30:44:16<18:20:33,  3.82s/it]
 63%|██████▎   | 29011/46302 [30:44:20<18:20:35,  3.82s/it]
 63%|██████▎   | 29012/46302 [30:44:23<18:20:41,  3.82s/it]
 63%|██████▎   | 29013/46302 [30:44:27<18:20:29,  3.82s/it]
 63%|██████▎   | 29014/46302 [30:44:31<18:20:24,  3.82s/it]
 63%|██████▎   | 29015/46302 [30:44:35<18:20:07,  3.82s/it]
 63%|██████▎   | 29016/46302 [30:44:39<18:19:42,  3.82s/it]
 63%|██████▎   | 29017/46302 [30:44:42<18:19:42,  3.82s/it]
 63%|██████▎   | 29018/46302 [30:44:46<18:19:53,  3.82s/it]
 63%|██████▎   | 29019/46302 [30:44:50<18:20:01,  3.82s/it]
 63%|██████▎   | 29020/46302 [30:44:54<18:19:49,  3.82s/it]
 63%|██████▎   | 29021/46302 [30:44:58<18:19:57,  3.82s/it]
 63%|██████▎   | 29022/46302 [30:45:02<18:19:47,  3.82s/it]
 63%|██████▎   | 29023/46302 [30:45:05<18:19:50,  3.82s/it]
 63%|██████▎   | 29024/46302 [30:45:09<18:19:46,  3.82s/it]
 63%|██████▎   | 29025/46302 [30:45:13<18:19:42,  3.82s/it]
 63%|██████▎   | 29026/46302 [30:45:17<18:19:43,  3.82s/it]
 63%|██████▎   | 29027/46302 [30:45:21<18:19:48,  3.82s/it]
 63%|██████▎   | 29028/46302 [30:45:24<18:19:46,  3.82s/it]
 63%|██████▎   | 29029/46302 [30:45:28<18:19:42,  3.82s/it]
 63%|██████▎   | 29030/46302 [30:45:32<18:19:29,  3.82s/it]
 63%|██████▎   | 29031/46302 [30:45:36<18:19:10,  3.82s/it]
 63%|██████▎   | 29032/46302 [30:45:40<18:19:09,  3.82s/it]
 63%|██████▎   | 29033/46302 [30:45:44<18:19:03,  3.82s/it]
 63%|██████▎   | 29034/46302 [30:45:47<18:18:42,  3.82s/it]
 63%|██████▎   | 29035/46302 [30:45:51<18:19:01,  3.82s/it]
 63%|██████▎   | 29036/46302 [30:45:55<18:18:35,  3.82s/it]
 63%|██████▎   | 29037/46302 [30:45:59<18:18:40,  3.82s/it]
 63%|██████▎   | 29038/46302 [30:46:03<18:18:52,  3.82s/it]
 63%|██████▎   | 29039/46302 [30:46:06<18:19:05,  3.82s/it]
 63%|██████▎   | 29040/46302 [30:46:10<18:19:04,  3.82s/it]
 63%|██████▎   | 29041/46302 [30:46:14<18:18:53,  3.82s/it]
 63%|██████▎   | 29042/46302 [30:46:18<18:18:39,  3.82s/it]
 63%|██████▎   | 29043/46302 [30:46:22<18:18:35,  3.82s/it]
 63%|██████▎   | 29044/46302 [30:46:26<18:18:24,  3.82s/it]
 63%|██████▎   | 29045/46302 [30:46:29<18:18:12,  3.82s/it]
 63%|██████▎   | 29046/46302 [30:46:33<18:18:13,  3.82s/it]
 63%|██████▎   | 29047/46302 [30:46:37<18:17:50,  3.82s/it]
 63%|██████▎   | 29048/46302 [30:46:41<18:17:38,  3.82s/it]
 63%|██████▎   | 29049/46302 [30:46:45<18:17:36,  3.82s/it]
 63%|██████▎   | 29050/46302 [30:46:48<18:17:39,  3.82s/it]
 63%|██████▎   | 29051/46302 [30:46:52<18:17:42,  3.82s/it]
 63%|██████▎   | 29052/46302 [30:46:56<18:17:25,  3.82s/it]
 63%|██████▎   | 29053/46302 [30:47:00<18:17:16,  3.82s/it]
 63%|██████▎   | 29054/46302 [30:47:04<18:17:34,  3.82s/it]
 63%|██████▎   | 29055/46302 [30:47:08<18:17:25,  3.82s/it]
 63%|██████▎   | 29056/46302 [30:47:11<18:17:25,  3.82s/it]
 63%|██████▎   | 29057/46302 [30:47:15<18:17:10,  3.82s/it]
 63%|██████▎   | 29058/46302 [30:47:19<18:17:20,  3.82s/it]
 63%|██████▎   | 29059/46302 [30:47:23<18:17:20,  3.82s/it]
 63%|██████▎   | 29060/46302 [30:47:27<18:17:40,  3.82s/it]
 63%|██████▎   | 29061/46302 [30:47:30<18:17:36,  3.82s/it]
 63%|██████▎   | 29062/46302 [30:47:34<18:17:44,  3.82s/it]
 63%|██████▎   | 29063/46302 [30:47:38<18:17:37,  3.82s/it]
 63%|██████▎   | 29064/46302 [30:47:42<18:17:34,  3.82s/it]
 63%|██████▎   | 29065/46302 [30:47:46<18:17:35,  3.82s/it]
 63%|██████▎   | 29066/46302 [30:47:50<18:17:10,  3.82s/it]
 63%|██████▎   | 29067/46302 [30:47:53<18:17:07,  3.82s/it]
 63%|██████▎   | 29068/46302 [30:47:57<18:17:06,  3.82s/it]
 63%|██████▎   | 29069/46302 [30:48:01<18:16:50,  3.82s/it]
 63%|██████▎   | 29070/46302 [30:48:05<18:16:59,  3.82s/it]
 63%|██████▎   | 29071/46302 [30:48:09<18:16:54,  3.82s/it]
 63%|██████▎   | 29072/46302 [30:48:12<18:16:45,  3.82s/it]
 63%|██████▎   | 29073/46302 [30:48:16<18:16:59,  3.82s/it]
 63%|██████▎   | 29074/46302 [30:48:20<18:16:44,  3.82s/it]
 63%|██████▎   | 29075/46302 [30:48:24<18:16:46,  3.82s/it]
 63%|██████▎   | 29076/46302 [30:48:28<18:16:56,  3.82s/it]
 63%|██████▎   | 29077/46302 [30:48:32<18:16:38,  3.82s/it]
 63%|██████▎   | 29078/46302 [30:48:35<18:16:36,  3.82s/it]
 63%|██████▎   | 29079/46302 [30:48:39<18:16:38,  3.82s/it]
 63%|██████▎   | 29080/46302 [30:48:43<18:16:37,  3.82s/it]
 63%|██████▎   | 29081/46302 [30:48:47<18:16:36,  3.82s/it]
 63%|██████▎   | 29082/46302 [30:48:51<18:16:44,  3.82s/it]
 63%|██████▎   | 29083/46302 [30:48:55<18:16:36,  3.82s/it]
 63%|██████▎   | 29084/46302 [30:48:58<18:16:45,  3.82s/it]
 63%|██████▎   | 29085/46302 [30:49:02<18:16:26,  3.82s/it]
 63%|██████▎   | 29086/46302 [30:49:06<18:16:02,  3.82s/it]
 63%|██████▎   | 29087/46302 [30:49:10<18:15:56,  3.82s/it]
 63%|██████▎   | 29088/46302 [30:49:14<18:16:18,  3.82s/it]
 63%|██████▎   | 29089/46302 [30:49:17<18:16:21,  3.82s/it]
 63%|██████▎   | 29090/46302 [30:49:21<18:16:21,  3.82s/it]
 63%|██████▎   | 29091/46302 [30:49:25<18:15:37,  3.82s/it]
 63%|██████▎   | 29092/46302 [30:49:29<18:15:38,  3.82s/it]
 63%|██████▎   | 29093/46302 [30:49:33<18:15:19,  3.82s/it]
 63%|██████▎   | 29094/46302 [30:49:37<18:15:05,  3.82s/it]
 63%|██████▎   | 29095/46302 [30:49:40<18:15:09,  3.82s/it]
 63%|██████▎   | 29096/46302 [30:49:44<18:15:02,  3.82s/it]
 63%|██████▎   | 29097/46302 [30:49:48<18:15:05,  3.82s/it]
 63%|██████▎   | 29098/46302 [30:49:52<18:15:02,  3.82s/it]
 63%|██████▎   | 29099/46302 [30:49:56<18:15:03,  3.82s/it]
 63%|██████▎   | 29100/46302 [30:49:59<18:15:07,  3.82s/it]
 63%|██████▎   | 29101/46302 [30:50:03<18:14:42,  3.82s/it]
 63%|██████▎   | 29102/46302 [30:50:07<18:14:41,  3.82s/it]
 63%|██████▎   | 29103/46302 [30:50:11<18:14:39,  3.82s/it]
 63%|██████▎   | 29104/46302 [30:50:15<18:13:04,  3.81s/it]
 63%|██████▎   | 29105/46302 [30:50:19<18:13:36,  3.82s/it]
 63%|██████▎   | 29106/46302 [30:50:22<18:13:59,  3.82s/it]
 63%|██████▎   | 29107/46302 [30:50:26<18:14:17,  3.82s/it]
 63%|██████▎   | 29108/46302 [30:50:30<18:14:27,  3.82s/it]
 63%|██████▎   | 29109/46302 [30:50:34<18:14:28,  3.82s/it]
 63%|██████▎   | 29110/46302 [30:50:38<18:14:39,  3.82s/it]
 63%|██████▎   | 29111/46302 [30:50:41<18:14:36,  3.82s/it]
 63%|██████▎   | 29112/46302 [30:50:45<18:14:33,  3.82s/it]
 63%|██████▎   | 29113/46302 [30:50:49<18:14:29,  3.82s/it]
 63%|██████▎   | 29114/46302 [30:50:53<18:14:06,  3.82s/it]
 63%|██████▎   | 29115/46302 [30:50:57<18:13:58,  3.82s/it]
 63%|██████▎   | 29116/46302 [30:51:01<18:14:01,  3.82s/it]
 63%|██████▎   | 29117/46302 [30:51:04<18:13:47,  3.82s/it]
 63%|██████▎   | 29118/46302 [30:51:08<18:13:29,  3.82s/it]
 63%|██████▎   | 29119/46302 [30:51:12<18:13:50,  3.82s/it]
 63%|██████▎   | 29120/46302 [30:51:16<18:14:05,  3.82s/it]
 63%|██████▎   | 29121/46302 [30:51:20<18:14:20,  3.82s/it]
 63%|██████▎   | 29122/46302 [30:51:23<18:14:27,  3.82s/it]
 63%|██████▎   | 29123/46302 [30:51:27<18:14:22,  3.82s/it]
 63%|██████▎   | 29124/46302 [30:51:31<18:14:20,  3.82s/it]
 63%|██████▎   | 29125/46302 [30:51:35<18:14:17,  3.82s/it]
 63%|██████▎   | 29126/46302 [30:51:39<18:14:24,  3.82s/it]
 63%|██████▎   | 29127/46302 [30:51:43<18:14:06,  3.82s/it]
 63%|██████▎   | 29128/46302 [30:51:46<18:14:10,  3.82s/it]
 63%|██████▎   | 29129/46302 [30:51:50<18:14:00,  3.82s/it]
 63%|██████▎   | 29130/46302 [30:51:54<18:14:10,  3.82s/it]
 63%|██████▎   | 29131/46302 [30:51:58<18:14:03,  3.82s/it]
 63%|██████▎   | 29132/46302 [30:52:02<18:13:53,  3.82s/it]
 63%|██████▎   | 29133/46302 [30:52:06<18:14:08,  3.82s/it]
 63%|██████▎   | 29134/46302 [30:52:09<18:14:16,  3.82s/it]
 63%|██████▎   | 29135/46302 [30:52:13<18:14:13,  3.82s/it]
 63%|██████▎   | 29136/46302 [30:52:17<18:14:24,  3.83s/it]
 63%|██████▎   | 29137/46302 [30:52:21<18:13:55,  3.82s/it]
 63%|██████▎   | 29138/46302 [30:52:25<18:13:48,  3.82s/it]
 63%|██████▎   | 29139/46302 [30:52:28<18:13:33,  3.82s/it]
 63%|██████▎   | 29140/46302 [30:52:32<18:13:33,  3.82s/it]
 63%|██████▎   | 29141/46302 [30:52:36<18:13:34,  3.82s/it]
 63%|██████▎   | 29142/46302 [30:52:40<18:13:29,  3.82s/it]
 63%|██████▎   | 29143/46302 [30:52:44<18:13:13,  3.82s/it]
 63%|██████▎   | 29144/46302 [30:52:48<18:13:04,  3.82s/it]
 63%|██████▎   | 29145/46302 [30:52:51<18:12:44,  3.82s/it]
 63%|██████▎   | 29146/46302 [30:52:55<18:12:46,  3.82s/it]
 63%|██████▎   | 29147/46302 [30:52:59<18:12:44,  3.82s/it]
 63%|██████▎   | 29148/46302 [30:53:03<18:12:40,  3.82s/it]
 63%|██████▎   | 29149/46302 [30:53:07<18:12:32,  3.82s/it]
 63%|██████▎   | 29150/46302 [30:53:11<18:12:39,  3.82s/it]
 63%|██████▎   | 29151/46302 [30:53:14<18:12:42,  3.82s/it]
 63%|██████▎   | 29152/46302 [30:53:18<18:12:42,  3.82s/it]
 63%|██████▎   | 29153/46302 [30:53:22<18:12:35,  3.82s/it]
 63%|██████▎   | 29154/46302 [30:53:26<18:12:22,  3.82s/it]
 63%|██████▎   | 29155/46302 [30:53:30<18:12:08,  3.82s/it]
 63%|██████▎   | 29156/46302 [30:53:33<18:12:17,  3.82s/it]
 63%|██████▎   | 29157/46302 [30:53:37<18:11:50,  3.82s/it]
 63%|██████▎   | 29158/46302 [30:53:41<18:11:56,  3.82s/it]
 63%|██████▎   | 29159/46302 [30:53:45<18:11:56,  3.82s/it]
 63%|██████▎   | 29160/46302 [30:53:49<18:12:02,  3.82s/it]
 63%|██████▎   | 29161/46302 [30:53:53<18:12:15,  3.82s/it]
 63%|██████▎   | 29162/46302 [30:53:56<18:12:02,  3.82s/it]
 63%|██████▎   | 29163/46302 [30:54:00<18:12:11,  3.82s/it]
 63%|██████▎   | 29164/46302 [30:54:04<18:12:03,  3.82s/it]
 63%|██████▎   | 29165/46302 [30:54:08<18:12:03,  3.82s/it]
 63%|██████▎   | 29166/46302 [30:54:12<18:12:13,  3.82s/it]
 63%|██████▎   | 29167/46302 [30:54:15<18:11:42,  3.82s/it]
 63%|██████▎   | 29168/46302 [30:54:19<18:11:44,  3.82s/it]
 63%|██████▎   | 29169/46302 [30:54:23<18:11:33,  3.82s/it]
 63%|██████▎   | 29170/46302 [30:54:27<18:11:41,  3.82s/it]
 63%|██████▎   | 29171/46302 [30:54:31<18:11:42,  3.82s/it]
 63%|██████▎   | 29172/46302 [30:54:35<18:11:47,  3.82s/it]
 63%|██████▎   | 29173/46302 [30:54:38<18:11:28,  3.82s/it]
 63%|██████▎   | 29174/46302 [30:54:42<18:11:01,  3.82s/it]
 63%|██████▎   | 29175/46302 [30:54:46<18:10:47,  3.82s/it]
 63%|██████▎   | 29176/46302 [30:54:50<18:11:03,  3.82s/it]
 63%|██████▎   | 29177/46302 [30:54:54<18:10:47,  3.82s/it]
 63%|██████▎   | 29178/46302 [30:54:58<18:10:29,  3.82s/it]
 63%|██████▎   | 29179/46302 [30:55:01<18:10:46,  3.82s/it]
 63%|██████▎   | 29180/46302 [30:55:05<18:10:57,  3.82s/it]
 63%|██████▎   | 29181/46302 [30:55:09<18:10:48,  3.82s/it]
 63%|██████▎   | 29182/46302 [30:55:13<18:10:56,  3.82s/it]
 63%|██████▎   | 29183/46302 [30:55:17<18:10:53,  3.82s/it]
 63%|██████▎   | 29184/46302 [30:55:20<18:10:29,  3.82s/it]
 63%|██████▎   | 29185/46302 [30:55:24<18:10:18,  3.82s/it]
 63%|██████▎   | 29186/46302 [30:55:28<18:10:08,  3.82s/it]
 63%|██████▎   | 29187/46302 [30:55:32<18:10:14,  3.82s/it]
 63%|██████▎   | 29188/46302 [30:55:36<18:10:03,  3.82s/it]
 63%|██████▎   | 29189/46302 [30:55:40<18:10:07,  3.82s/it]
 63%|██████▎   | 29190/46302 [30:55:43<18:10:14,  3.82s/it]
 63%|██████▎   | 29191/46302 [30:55:47<18:10:11,  3.82s/it]
 63%|██████▎   | 29192/46302 [30:55:51<18:09:51,  3.82s/it]
 63%|██████▎   | 29193/46302 [30:55:55<18:09:54,  3.82s/it]
 63%|██████▎   | 29194/46302 [30:55:59<18:09:40,  3.82s/it]
 63%|██████▎   | 29195/46302 [30:56:03<18:09:48,  3.82s/it]
 63%|██████▎   | 29196/46302 [30:56:06<18:09:47,  3.82s/it]
 63%|██████▎   | 29197/46302 [30:56:10<18:09:31,  3.82s/it]
 63%|██████▎   | 29198/46302 [30:56:14<18:09:07,  3.82s/it]
 63%|██████▎   | 29199/46302 [30:56:18<18:09:14,  3.82s/it]
 63%|██████▎   | 29200/46302 [30:56:22<18:09:18,  3.82s/it]
 63%|██████▎   | 29201/46302 [30:56:25<18:09:19,  3.82s/it]
 63%|██████▎   | 29202/46302 [30:56:29<18:09:18,  3.82s/it]
 63%|██████▎   | 29203/46302 [30:56:33<18:08:56,  3.82s/it]
 63%|██████▎   | 29204/46302 [30:56:37<18:08:56,  3.82s/it]
 63%|██████▎   | 29205/46302 [30:56:41<18:08:19,  3.82s/it]
 63%|██████▎   | 29206/46302 [30:56:45<18:08:30,  3.82s/it]
 63%|██████▎   | 29207/46302 [30:56:48<18:08:16,  3.82s/it]
 63%|██████▎   | 29208/46302 [30:56:52<18:08:25,  3.82s/it]
 63%|██████▎   | 29209/46302 [30:56:56<18:08:31,  3.82s/it]
 63%|██████▎   | 29210/46302 [30:57:00<18:08:33,  3.82s/it]
 63%|██████▎   | 29211/46302 [30:57:04<18:08:28,  3.82s/it]
 63%|██████▎   | 29212/46302 [30:57:07<18:08:30,  3.82s/it]
 63%|██████▎   | 29213/46302 [30:57:11<18:08:14,  3.82s/it]
 63%|██████▎   | 29214/46302 [30:57:15<18:08:03,  3.82s/it]
 63%|██████▎   | 29215/46302 [30:57:19<18:08:12,  3.82s/it]
 63%|██████▎   | 29216/46302 [30:57:23<18:07:36,  3.82s/it]
 63%|██████▎   | 29217/46302 [30:57:27<18:07:13,  3.82s/it]
 63%|██████▎   | 29218/46302 [30:57:30<18:07:26,  3.82s/it]
 63%|██████▎   | 29219/46302 [30:57:34<18:07:17,  3.82s/it]
 63%|██████▎   | 29220/46302 [30:57:38<18:07:25,  3.82s/it]
 63%|██████▎   | 29221/46302 [30:57:42<18:07:35,  3.82s/it]
 63%|██████▎   | 29222/46302 [30:57:46<18:07:26,  3.82s/it]
 63%|██████▎   | 29223/46302 [30:57:49<18:07:21,  3.82s/it]
 63%|██████▎   | 29224/46302 [30:57:53<18:07:15,  3.82s/it]
 63%|██████▎   | 29225/46302 [30:57:57<18:07:12,  3.82s/it]
 63%|██████▎   | 29226/46302 [30:58:01<18:07:15,  3.82s/it]
 63%|██████▎   | 29227/46302 [30:58:05<18:07:00,  3.82s/it]
 63%|██████▎   | 29228/46302 [30:58:09<18:07:15,  3.82s/it]
 63%|██████▎   | 29229/46302 [30:58:12<18:07:04,  3.82s/it]
 63%|██████▎   | 29230/46302 [30:58:16<18:06:57,  3.82s/it]
 63%|██████▎   | 29231/46302 [30:58:20<18:07:07,  3.82s/it]
 63%|██████▎   | 29232/46302 [30:58:24<18:07:01,  3.82s/it]
 63%|██████▎   | 29233/46302 [30:58:28<18:07:13,  3.82s/it]
 63%|██████▎   | 29234/46302 [30:58:32<18:07:22,  3.82s/it]
 63%|██████▎   | 29235/46302 [30:58:35<18:07:06,  3.82s/it]
 63%|██████▎   | 29236/46302 [30:58:39<18:06:51,  3.82s/it]
 63%|██████▎   | 29237/46302 [30:58:43<18:06:59,  3.82s/it]
 63%|██████▎   | 29238/46302 [30:58:47<18:06:33,  3.82s/it]
 63%|██████▎   | 29239/46302 [30:58:51<18:06:31,  3.82s/it]
 63%|██████▎   | 29240/46302 [30:58:54<18:06:21,  3.82s/it]
 63%|██████▎   | 29241/46302 [30:58:58<18:06:04,  3.82s/it]
 63%|██████▎   | 29242/46302 [30:59:02<18:06:08,  3.82s/it]
 63%|██████▎   | 29243/46302 [30:59:06<18:06:10,  3.82s/it]
 63%|██████▎   | 29244/46302 [30:59:10<18:06:05,  3.82s/it]
 63%|██████▎   | 29245/46302 [30:59:14<18:06:06,  3.82s/it]
 63%|██████▎   | 29246/46302 [30:59:17<18:06:06,  3.82s/it]
 63%|██████▎   | 29247/46302 [30:59:21<18:06:11,  3.82s/it]
 63%|██████▎   | 29248/46302 [30:59:25<18:05:54,  3.82s/it]
 63%|██████▎   | 29249/46302 [30:59:29<18:06:10,  3.82s/it]
 63%|██████▎   | 29250/46302 [30:59:33<18:06:13,  3.82s/it]
 63%|██████▎   | 29251/46302 [30:59:36<18:06:12,  3.82s/it]
 63%|██████▎   | 29252/46302 [30:59:40<18:06:15,  3.82s/it]
 63%|██████▎   | 29253/46302 [30:59:44<18:06:14,  3.82s/it]
 63%|██████▎   | 29254/46302 [30:59:48<18:05:54,  3.82s/it]
 63%|██████▎   | 29255/46302 [30:59:52<18:05:48,  3.82s/it]
 63%|██████▎   | 29256/46302 [30:59:56<18:05:40,  3.82s/it]
 63%|██████▎   | 29257/46302 [30:59:59<18:05:32,  3.82s/it]
 63%|██████▎   | 29258/46302 [31:00:03<18:05:32,  3.82s/it]
 63%|██████▎   | 29259/46302 [31:00:07<18:05:13,  3.82s/it]
 63%|██████▎   | 29260/46302 [31:00:11<18:05:26,  3.82s/it]
 63%|██████▎   | 29261/46302 [31:00:15<18:05:22,  3.82s/it]
 63%|██████▎   | 29262/46302 [31:00:19<18:05:20,  3.82s/it]
 63%|██████▎   | 29263/46302 [31:00:22<18:05:17,  3.82s/it]
 63%|██████▎   | 29264/46302 [31:00:26<18:05:01,  3.82s/it]
 63%|██████▎   | 29265/46302 [31:00:30<18:04:55,  3.82s/it]
 63%|██████▎   | 29266/46302 [31:00:34<18:04:48,  3.82s/it]
 63%|██████▎   | 29267/46302 [31:00:38<18:04:58,  3.82s/it]
 63%|██████▎   | 29268/46302 [31:00:41<18:04:48,  3.82s/it]
 63%|██████▎   | 29269/46302 [31:00:45<18:04:39,  3.82s/it]
 63%|██████▎   | 29270/46302 [31:00:49<18:04:29,  3.82s/it]
 63%|██████▎   | 29271/46302 [31:00:53<18:04:29,  3.82s/it]
 63%|██████▎   | 29272/46302 [31:00:57<18:04:33,  3.82s/it]
 63%|██████▎   | 29273/46302 [31:01:01<18:04:35,  3.82s/it]
 63%|██████▎   | 29274/46302 [31:01:04<18:04:40,  3.82s/it]
 63%|██████▎   | 29275/46302 [31:01:08<18:04:41,  3.82s/it]
 63%|██████▎   | 29276/46302 [31:01:12<18:04:33,  3.82s/it]
 63%|██████▎   | 29277/46302 [31:01:16<18:04:26,  3.82s/it]
 63%|██████▎   | 29278/46302 [31:01:20<18:04:33,  3.82s/it]
 63%|██████▎   | 29279/46302 [31:01:23<18:04:21,  3.82s/it]
 63%|██████▎   | 29280/46302 [31:01:27<18:04:27,  3.82s/it]
 63%|██████▎   | 29281/46302 [31:01:31<18:04:23,  3.82s/it]
 63%|██████▎   | 29282/46302 [31:01:35<18:04:23,  3.82s/it]
 63%|██████▎   | 29283/46302 [31:01:39<18:04:17,  3.82s/it]
 63%|██████▎   | 29284/46302 [31:01:43<18:04:22,  3.82s/it]
 63%|██████▎   | 29285/46302 [31:01:46<18:04:01,  3.82s/it]
 63%|██████▎   | 29286/46302 [31:01:50<18:03:57,  3.82s/it]
 63%|██████▎   | 29287/46302 [31:01:54<18:04:03,  3.82s/it]
 63%|██████▎   | 29288/46302 [31:01:58<18:04:08,  3.82s/it]
 63%|██████▎   | 29289/46302 [31:02:02<18:03:49,  3.82s/it]
 63%|██████▎   | 29290/46302 [31:02:06<18:03:36,  3.82s/it]
 63%|██████▎   | 29291/46302 [31:02:09<18:03:49,  3.82s/it]
 63%|██████▎   | 29292/46302 [31:02:13<18:03:49,  3.82s/it]
 63%|██████▎   | 29293/46302 [31:02:17<18:03:48,  3.82s/it]
 63%|██████▎   | 29294/46302 [31:02:21<18:03:35,  3.82s/it]
 63%|██████▎   | 29295/46302 [31:02:25<18:03:26,  3.82s/it]
 63%|██████▎   | 29296/46302 [31:02:28<18:03:29,  3.82s/it]
 63%|██████▎   | 29297/46302 [31:02:32<18:03:39,  3.82s/it]
 63%|██████▎   | 29298/46302 [31:02:36<18:03:26,  3.82s/it]
 63%|██████▎   | 29299/46302 [31:02:40<18:03:08,  3.82s/it]
 63%|██████▎   | 29300/46302 [31:02:44<18:02:58,  3.82s/it]
 63%|██████▎   | 29301/46302 [31:02:48<18:02:55,  3.82s/it]
 63%|██████▎   | 29302/46302 [31:02:51<18:02:54,  3.82s/it]
 63%|██████▎   | 29303/46302 [31:02:55<18:02:40,  3.82s/it]
 63%|██████▎   | 29304/46302 [31:02:59<18:02:16,  3.82s/it]
 63%|██████▎   | 29305/46302 [31:03:03<18:02:09,  3.82s/it]
 63%|██████▎   | 29306/46302 [31:03:07<18:01:59,  3.82s/it]
 63%|██████▎   | 29307/46302 [31:03:10<18:01:54,  3.82s/it]
 63%|██████▎   | 29308/46302 [31:03:14<18:01:53,  3.82s/it]
 63%|██████▎   | 29309/46302 [31:03:18<18:01:56,  3.82s/it]
 63%|██████▎   | 29310/46302 [31:03:22<18:02:14,  3.82s/it]
 63%|██████▎   | 29311/46302 [31:03:26<18:02:04,  3.82s/it]
 63%|██████▎   | 29312/46302 [31:03:30<18:01:52,  3.82s/it]
 63%|██████▎   | 29313/46302 [31:03:33<18:01:39,  3.82s/it]
 63%|██████▎   | 29314/46302 [31:03:37<18:01:40,  3.82s/it]
 63%|██████▎   | 29315/46302 [31:03:41<18:01:33,  3.82s/it]
 63%|██████▎   | 29316/46302 [31:03:45<18:01:19,  3.82s/it]
 63%|██████▎   | 29317/46302 [31:03:49<18:01:26,  3.82s/it]
 63%|██████▎   | 29318/46302 [31:03:53<18:01:22,  3.82s/it]
 63%|██████▎   | 29319/46302 [31:03:56<18:01:15,  3.82s/it]
 63%|██████▎   | 29320/46302 [31:04:00<18:01:00,  3.82s/it]
 63%|██████▎   | 29321/46302 [31:04:04<18:01:19,  3.82s/it]
 63%|██████▎   | 29322/46302 [31:04:08<18:01:19,  3.82s/it]
 63%|██████▎   | 29323/46302 [31:04:12<18:01:12,  3.82s/it]
 63%|██████▎   | 29324/46302 [31:04:15<18:01:16,  3.82s/it]
 63%|██████▎   | 29325/46302 [31:04:19<18:01:16,  3.82s/it]
 63%|██████▎   | 29326/46302 [31:04:23<18:00:59,  3.82s/it]
 63%|██████▎   | 29327/46302 [31:04:27<18:01:02,  3.82s/it]
 63%|██████▎   | 29328/46302 [31:04:31<18:00:45,  3.82s/it]
 63%|██████▎   | 29329/46302 [31:04:35<18:00:35,  3.82s/it]
 63%|██████▎   | 29330/46302 [31:04:38<18:00:36,  3.82s/it]
 63%|██████▎   | 29331/46302 [31:04:42<17:59:59,  3.82s/it]
 63%|██████▎   | 29332/46302 [31:04:46<18:00:18,  3.82s/it]
 63%|██████▎   | 29333/46302 [31:04:50<18:00:19,  3.82s/it]
 63%|██████▎   | 29334/46302 [31:04:54<18:00:28,  3.82s/it]
 63%|██████▎   | 29335/46302 [31:04:57<18:00:24,  3.82s/it]
 63%|██████▎   | 29336/46302 [31:05:01<18:00:10,  3.82s/it]
 63%|██████▎   | 29337/46302 [31:05:05<18:00:01,  3.82s/it]
 63%|██████▎   | 29338/46302 [31:05:09<17:59:57,  3.82s/it]
 63%|██████▎   | 29339/46302 [31:05:13<17:59:42,  3.82s/it]
 63%|██████▎   | 29340/46302 [31:05:17<17:59:55,  3.82s/it]
 63%|██████▎   | 29341/46302 [31:05:20<17:59:53,  3.82s/it]
 63%|██████▎   | 29342/46302 [31:05:24<17:59:52,  3.82s/it]
 63%|██████▎   | 29343/46302 [31:05:28<17:59:48,  3.82s/it]
 63%|██████▎   | 29344/46302 [31:05:32<17:59:39,  3.82s/it]
 63%|██████▎   | 29345/46302 [31:05:36<17:59:24,  3.82s/it]
 63%|██████▎   | 29346/46302 [31:05:39<17:59:28,  3.82s/it]
 63%|██████▎   | 29347/46302 [31:05:43<17:59:33,  3.82s/it]
 63%|██████▎   | 29348/46302 [31:05:47<17:59:39,  3.82s/it]
 63%|██████▎   | 29349/46302 [31:05:51<17:59:27,  3.82s/it]
 63%|██████▎   | 29350/46302 [31:05:55<17:59:19,  3.82s/it]
 63%|██████▎   | 29351/46302 [31:05:59<17:58:56,  3.82s/it]
 63%|██████▎   | 29352/46302 [31:06:02<17:59:00,  3.82s/it]
 63%|██████▎   | 29353/46302 [31:06:06<17:59:11,  3.82s/it]
 63%|██████▎   | 29354/46302 [31:06:10<17:58:57,  3.82s/it]
 63%|██████▎   | 29355/46302 [31:06:14<17:59:04,  3.82s/it]
 63%|██████▎   | 29356/46302 [31:06:18<17:58:49,  3.82s/it]
 63%|██████▎   | 29357/46302 [31:06:22<17:58:37,  3.82s/it]
 63%|██████▎   | 29358/46302 [31:06:25<17:58:45,  3.82s/it]
 63%|██████▎   | 29359/46302 [31:06:29<17:58:39,  3.82s/it]
 63%|██████▎   | 29360/46302 [31:06:33<17:58:25,  3.82s/it]
 63%|██████▎   | 29361/46302 [31:06:37<17:58:21,  3.82s/it]
 63%|██████▎   | 29362/46302 [31:06:41<17:58:38,  3.82s/it]
 63%|██████▎   | 29363/46302 [31:06:44<17:58:37,  3.82s/it]
 63%|██████▎   | 29364/46302 [31:06:48<17:58:31,  3.82s/it]
 63%|██████▎   | 29365/46302 [31:06:52<17:58:21,  3.82s/it]
 63%|██████▎   | 29366/46302 [31:06:56<17:58:21,  3.82s/it]
 63%|██████▎   | 29367/46302 [31:07:00<17:58:11,  3.82s/it]
 63%|██████▎   | 29368/46302 [31:07:04<17:58:25,  3.82s/it]
 63%|██████▎   | 29369/46302 [31:07:07<17:58:08,  3.82s/it]
 63%|██████▎   | 29370/46302 [31:07:11<17:58:17,  3.82s/it]
 63%|██████▎   | 29371/46302 [31:07:15<17:58:20,  3.82s/it]
 63%|██████▎   | 29372/46302 [31:07:19<17:58:22,  3.82s/it]
 63%|██████▎   | 29373/46302 [31:07:23<17:57:48,  3.82s/it]
 63%|██████▎   | 29374/46302 [31:07:26<17:57:48,  3.82s/it]
 63%|██████▎   | 29375/46302 [31:07:30<17:57:53,  3.82s/it]
 63%|██████▎   | 29376/46302 [31:07:34<17:57:57,  3.82s/it]
 63%|██████▎   | 29377/46302 [31:07:38<17:57:45,  3.82s/it]
 63%|██████▎   | 29378/46302 [31:07:42<17:57:41,  3.82s/it]
 63%|██████▎   | 29379/46302 [31:07:46<17:57:23,  3.82s/it]
 63%|██████▎   | 29380/46302 [31:07:49<17:57:10,  3.82s/it]
 63%|██████▎   | 29381/46302 [31:07:53<17:57:22,  3.82s/it]
 63%|██████▎   | 29382/46302 [31:07:57<17:57:20,  3.82s/it]
 63%|██████▎   | 29383/46302 [31:08:01<17:57:28,  3.82s/it]
 63%|██████▎   | 29384/46302 [31:08:05<17:57:29,  3.82s/it]
 63%|██████▎   | 29385/46302 [31:08:08<17:57:25,  3.82s/it]
 63%|██████▎   | 29386/46302 [31:08:12<17:57:19,  3.82s/it]
 63%|██████▎   | 29387/46302 [31:08:16<17:57:01,  3.82s/it]
 63%|██████▎   | 29388/46302 [31:08:20<17:56:57,  3.82s/it]
 63%|██████▎   | 29389/46302 [31:08:24<17:56:58,  3.82s/it]
 63%|██████▎   | 29390/46302 [31:08:28<17:57:01,  3.82s/it]
 63%|██████▎   | 29391/46302 [31:08:31<17:56:53,  3.82s/it]
 63%|██████▎   | 29392/46302 [31:08:35<17:56:55,  3.82s/it]
 63%|██████▎   | 29393/46302 [31:08:39<17:57:00,  3.82s/it]
 63%|██████▎   | 29394/46302 [31:08:43<17:56:47,  3.82s/it]
 63%|██████▎   | 29395/46302 [31:08:47<17:56:49,  3.82s/it]
 63%|██████▎   | 29396/46302 [31:08:51<17:56:55,  3.82s/it]
 63%|██████▎   | 29397/46302 [31:08:54<17:56:37,  3.82s/it]
 63%|██████▎   | 29398/46302 [31:08:58<17:56:35,  3.82s/it]
 63%|██████▎   | 29399/46302 [31:09:02<17:56:24,  3.82s/it]
 63%|██████▎   | 29400/46302 [31:09:06<17:56:36,  3.82s/it]
 63%|██████▎   | 29401/46302 [31:09:10<17:56:43,  3.82s/it]
 64%|██████▎   | 29402/46302 [31:09:13<17:56:37,  3.82s/it]
 64%|██████▎   | 29403/46302 [31:09:17<17:56:38,  3.82s/it]
 64%|██████▎   | 29404/46302 [31:09:21<17:56:31,  3.82s/it]
 64%|██████▎   | 29405/46302 [31:09:25<17:56:08,  3.82s/it]
 64%|██████▎   | 29406/46302 [31:09:29<17:56:05,  3.82s/it]
 64%|██████▎   | 29407/46302 [31:09:33<17:56:01,  3.82s/it]
 64%|██████▎   | 29408/46302 [31:09:36<17:55:53,  3.82s/it]
 64%|██████▎   | 29409/46302 [31:09:40<17:55:41,  3.82s/it]
 64%|██████▎   | 29410/46302 [31:09:44<17:55:36,  3.82s/it]
 64%|██████▎   | 29411/46302 [31:09:48<17:55:33,  3.82s/it]
 64%|██████▎   | 29412/46302 [31:09:52<17:55:23,  3.82s/it]
 64%|██████▎   | 29413/46302 [31:09:55<17:55:24,  3.82s/it]
 64%|██████▎   | 29414/46302 [31:09:59<17:55:32,  3.82s/it]
 64%|██████▎   | 29415/46302 [31:10:03<17:55:26,  3.82s/it]
 64%|██████▎   | 29416/46302 [31:10:07<17:55:14,  3.82s/it]
 64%|██████▎   | 29417/46302 [31:10:11<17:54:59,  3.82s/it]
 64%|██████▎   | 29418/46302 [31:10:15<17:54:51,  3.82s/it]
 64%|██████▎   | 29419/46302 [31:10:18<17:54:54,  3.82s/it]
 64%|██████▎   | 29420/46302 [31:10:22<17:54:48,  3.82s/it]
 64%|██████▎   | 29421/46302 [31:10:26<17:54:52,  3.82s/it]
 64%|██████▎   | 29422/46302 [31:10:30<17:54:54,  3.82s/it]
 64%|██████▎   | 29423/46302 [31:10:34<17:54:45,  3.82s/it]
 64%|██████▎   | 29424/46302 [31:10:38<17:54:51,  3.82s/it]
 64%|██████▎   | 29425/46302 [31:10:41<17:54:56,  3.82s/it]
 64%|██████▎   | 29426/46302 [31:10:45<17:54:52,  3.82s/it]
 64%|██████▎   | 29427/46302 [31:10:49<17:54:38,  3.82s/it]
 64%|██████▎   | 29428/46302 [31:10:53<17:54:29,  3.82s/it]
 64%|██████▎   | 29429/46302 [31:10:57<17:54:04,  3.82s/it]
 64%|██████▎   | 29430/46302 [31:11:00<17:54:10,  3.82s/it]
 64%|██████▎   | 29431/46302 [31:11:04<17:54:09,  3.82s/it]
 64%|██████▎   | 29432/46302 [31:11:08<17:54:22,  3.82s/it]
 64%|██████▎   | 29433/46302 [31:11:12<17:54:11,  3.82s/it]
 64%|██████▎   | 29434/46302 [31:11:16<17:54:09,  3.82s/it]
 64%|██████▎   | 29435/46302 [31:11:20<17:54:09,  3.82s/it]
 64%|██████▎   | 29436/46302 [31:11:23<17:54:10,  3.82s/it]
 64%|██████▎   | 29437/46302 [31:11:27<17:53:53,  3.82s/it]
 64%|██████▎   | 29438/46302 [31:11:31<17:53:47,  3.82s/it]
 64%|██████▎   | 29439/46302 [31:11:35<17:53:34,  3.82s/it]
 64%|██████▎   | 29440/46302 [31:11:39<17:53:36,  3.82s/it]
 64%|██████▎   | 29441/46302 [31:11:42<17:53:23,  3.82s/it]
 64%|██████▎   | 29442/46302 [31:11:46<17:53:21,  3.82s/it]
 64%|██████▎   | 29443/46302 [31:11:50<17:53:24,  3.82s/it]
 64%|██████▎   | 29444/46302 [31:11:54<17:53:34,  3.82s/it]
 64%|██████▎   | 29445/46302 [31:11:58<17:53:16,  3.82s/it]
 64%|██████▎   | 29446/46302 [31:12:02<17:53:41,  3.82s/it]
 64%|██████▎   | 29447/46302 [31:12:05<17:53:35,  3.82s/it]
 64%|██████▎   | 29448/46302 [31:12:09<17:53:18,  3.82s/it]
 64%|██████▎   | 29449/46302 [31:12:13<17:53:00,  3.82s/it]
 64%|██████▎   | 29450/46302 [31:12:17<17:53:00,  3.82s/it]
 64%|██████▎   | 29451/46302 [31:12:21<17:52:40,  3.82s/it]
 64%|██████▎   | 29452/46302 [31:12:24<17:52:42,  3.82s/it]
 64%|██████▎   | 29453/46302 [31:12:28<17:52:48,  3.82s/it]
 64%|██████▎   | 29454/46302 [31:12:32<17:52:50,  3.82s/it]
 64%|██████▎   | 29455/46302 [31:12:36<17:52:17,  3.82s/it]
 64%|██████▎   | 29456/46302 [31:12:40<17:52:09,  3.82s/it]
 64%|██████▎   | 29457/46302 [31:12:44<17:52:04,  3.82s/it]
 64%|██████▎   | 29458/46302 [31:12:47<17:52:13,  3.82s/it]
 64%|██████▎   | 29459/46302 [31:12:51<17:51:21,  3.82s/it]
 64%|██████▎   | 29460/46302 [31:12:55<17:51:29,  3.82s/it]
 64%|██████▎   | 29461/46302 [31:12:59<17:51:09,  3.82s/it]
 64%|██████▎   | 29462/46302 [31:13:03<17:50:55,  3.82s/it]
 64%|██████▎   | 29463/46302 [31:13:06<17:51:08,  3.82s/it]
 64%|██████▎   | 29464/46302 [31:13:10<17:51:24,  3.82s/it]
 64%|██████▎   | 29465/46302 [31:13:14<17:51:31,  3.82s/it]
 64%|██████▎   | 29466/46302 [31:13:18<17:51:27,  3.82s/it]
 64%|██████▎   | 29467/46302 [31:13:22<17:51:15,  3.82s/it]
 64%|██████▎   | 29468/46302 [31:13:26<17:51:08,  3.82s/it]
 64%|██████▎   | 29469/46302 [31:13:29<17:50:56,  3.82s/it]
 64%|██████▎   | 29470/46302 [31:13:33<17:51:10,  3.82s/it]
 64%|██████▎   | 29471/46302 [31:13:37<17:50:22,  3.82s/it]
 64%|██████▎   | 29472/46302 [31:13:41<17:49:51,  3.81s/it]
 64%|██████▎   | 29473/46302 [31:13:45<17:50:13,  3.82s/it]
 64%|██████▎   | 29474/46302 [31:13:48<17:50:23,  3.82s/it]
 64%|██████▎   | 29475/46302 [31:13:52<17:50:23,  3.82s/it]
 64%|██████▎   | 29476/46302 [31:13:56<17:50:11,  3.82s/it]
 64%|██████▎   | 29477/46302 [31:14:00<17:50:35,  3.82s/it]
 64%|██████▎   | 29478/46302 [31:14:04<17:50:30,  3.82s/it]
 64%|██████▎   | 29479/46302 [31:14:08<17:50:08,  3.82s/it]
 64%|██████▎   | 29480/46302 [31:14:11<17:49:51,  3.82s/it]
 64%|██████▎   | 29481/46302 [31:14:15<17:49:34,  3.82s/it]
 64%|██████▎   | 29482/46302 [31:14:19<17:49:36,  3.82s/it]
 64%|██████▎   | 29483/46302 [31:14:23<17:49:57,  3.82s/it]
 64%|██████▎   | 29484/46302 [31:14:27<17:50:10,  3.82s/it]
 64%|██████▎   | 29485/46302 [31:14:30<17:50:04,  3.82s/it]
 64%|██████▎   | 29486/46302 [31:14:34<17:50:10,  3.82s/it]
 64%|██████▎   | 29487/46302 [31:14:38<17:50:18,  3.82s/it]
 64%|██████▎   | 29488/46302 [31:14:42<17:50:12,  3.82s/it]
 64%|██████▎   | 29489/46302 [31:14:46<17:50:13,  3.82s/it]
 64%|██████▎   | 29490/46302 [31:14:50<17:50:13,  3.82s/it]
 64%|██████▎   | 29491/46302 [31:14:53<17:50:05,  3.82s/it]
 64%|██████▎   | 29492/46302 [31:14:57<17:50:18,  3.82s/it]
 64%|██████▎   | 29493/46302 [31:15:01<17:50:12,  3.82s/it]
 64%|██████▎   | 29494/46302 [31:15:05<17:50:14,  3.82s/it]
 64%|██████▎   | 29495/46302 [31:15:09<17:50:02,  3.82s/it]
 64%|██████▎   | 29496/46302 [31:15:12<17:49:35,  3.82s/it]
 64%|██████▎   | 29497/46302 [31:15:16<17:49:53,  3.82s/it]
 64%|██████▎   | 29498/46302 [31:15:20<17:49:49,  3.82s/it]
 64%|██████▎   | 29499/46302 [31:15:24<17:49:33,  3.82s/it]
 64%|██████▎   | 29500/46302 [31:15:28<17:49:33,  3.82s/it]
                                                           
{'loss': 3.1849, 'learning_rate': 0.0018544435124277074, 'epoch': 0.64}

 64%|██████▎   | 29500/46302 [31:15:28<17:49:33,  3.82s/it]
 64%|██████▎   | 29501/46302 [31:15:32<17:49:49,  3.82s/it]
 64%|██████▎   | 29502/46302 [31:15:35<17:49:40,  3.82s/it]
 64%|██████▎   | 29503/46302 [31:15:39<17:49:04,  3.82s/it]
 64%|██████▎   | 29504/46302 [31:15:43<17:49:04,  3.82s/it]
 64%|██████▎   | 29505/46302 [31:15:47<17:49:06,  3.82s/it]
 64%|██████▎   | 29506/46302 [31:15:51<17:49:01,  3.82s/it]
 64%|██████▎   | 29507/46302 [31:15:54<17:48:59,  3.82s/it]
 64%|██████▎   | 29508/46302 [31:15:58<17:49:07,  3.82s/it]
 64%|██████▎   | 29509/46302 [31:16:02<17:49:19,  3.82s/it]
 64%|██████▎   | 29510/46302 [31:16:06<17:48:59,  3.82s/it]
 64%|██████▎   | 29511/46302 [31:16:10<17:49:04,  3.82s/it]
 64%|██████▎   | 29512/46302 [31:16:14<17:48:45,  3.82s/it]
 64%|██████▎   | 29513/46302 [31:16:17<17:49:11,  3.82s/it]
 64%|██████▎   | 29514/46302 [31:16:21<17:49:13,  3.82s/it]
 64%|██████▎   | 29515/46302 [31:16:25<17:49:02,  3.82s/it]
 64%|██████▎   | 29516/46302 [31:16:29<17:48:47,  3.82s/it]
 64%|██████▎   | 29517/46302 [31:16:33<17:48:46,  3.82s/it]
 64%|██████▍   | 29518/46302 [31:16:36<17:48:41,  3.82s/it]
 64%|██████▍   | 29519/46302 [31:16:40<17:48:29,  3.82s/it]
 64%|██████▍   | 29520/46302 [31:16:44<17:48:09,  3.82s/it]
 64%|██████▍   | 29521/46302 [31:16:48<17:48:06,  3.82s/it]
 64%|██████▍   | 29522/46302 [31:16:52<17:48:05,  3.82s/it]
 64%|██████▍   | 29523/46302 [31:16:56<17:48:22,  3.82s/it]
 64%|██████▍   | 29524/46302 [31:16:59<17:48:41,  3.82s/it]
 64%|██████▍   | 29525/46302 [31:17:03<17:48:37,  3.82s/it]
 64%|██████▍   | 29526/46302 [31:17:07<17:48:39,  3.82s/it]
 64%|██████▍   | 29527/46302 [31:17:11<17:48:30,  3.82s/it]
 64%|██████▍   | 29528/46302 [31:17:15<17:48:17,  3.82s/it]
 64%|██████▍   | 29529/46302 [31:17:19<17:48:17,  3.82s/it]
 64%|██████▍   | 29530/46302 [31:17:22<17:47:58,  3.82s/it]
 64%|██████▍   | 29531/46302 [31:17:26<17:47:57,  3.82s/it]
 64%|██████▍   | 29532/46302 [31:17:30<17:47:26,  3.82s/it]
 64%|██████▍   | 29533/46302 [31:17:34<17:47:32,  3.82s/it]
 64%|██████▍   | 29534/46302 [31:17:38<17:47:27,  3.82s/it]
 64%|██████▍   | 29535/46302 [31:17:41<17:47:09,  3.82s/it]
 64%|██████▍   | 29536/46302 [31:17:45<17:47:06,  3.82s/it]
 64%|██████▍   | 29537/46302 [31:17:49<17:47:16,  3.82s/it]
 64%|██████▍   | 29538/46302 [31:17:53<17:47:15,  3.82s/it]
 64%|██████▍   | 29539/46302 [31:17:57<17:47:06,  3.82s/it]
 64%|██████▍   | 29540/46302 [31:18:01<17:47:02,  3.82s/it]
 64%|██████▍   | 29541/46302 [31:18:04<17:47:06,  3.82s/it]
 64%|██████▍   | 29542/46302 [31:18:08<17:46:52,  3.82s/it]
 64%|██████▍   | 29543/46302 [31:18:12<17:46:40,  3.82s/it]
 64%|██████▍   | 29544/46302 [31:18:16<17:46:20,  3.82s/it]
 64%|██████▍   | 29545/46302 [31:18:20<17:46:06,  3.82s/it]
 64%|██████▍   | 29546/46302 [31:18:23<17:45:51,  3.82s/it]
 64%|██████▍   | 29547/46302 [31:18:27<17:45:51,  3.82s/it]
 64%|██████▍   | 29548/46302 [31:18:31<17:45:39,  3.82s/it]
 64%|██████▍   | 29549/46302 [31:18:35<17:45:40,  3.82s/it]
 64%|██████▍   | 29550/46302 [31:18:39<17:45:47,  3.82s/it]
 64%|██████▍   | 29551/46302 [31:18:43<17:45:47,  3.82s/it]
 64%|██████▍   | 29552/46302 [31:18:46<17:45:41,  3.82s/it]
 64%|██████▍   | 29553/46302 [31:18:50<17:45:56,  3.82s/it]
 64%|██████▍   | 29554/46302 [31:18:54<17:45:54,  3.82s/it]
 64%|██████▍   | 29555/46302 [31:18:58<17:46:01,  3.82s/it]
 64%|██████▍   | 29556/46302 [31:19:02<17:45:52,  3.82s/it]
 64%|██████▍   | 29557/46302 [31:19:05<17:45:53,  3.82s/it]
 64%|██████▍   | 29558/46302 [31:19:09<17:45:41,  3.82s/it]
 64%|██████▍   | 29559/46302 [31:19:13<17:45:30,  3.82s/it]
 64%|██████▍   | 29560/46302 [31:19:17<17:45:26,  3.82s/it]
 64%|██████▍   | 29561/46302 [31:19:21<17:45:15,  3.82s/it]
 64%|██████▍   | 29562/46302 [31:19:25<17:45:03,  3.82s/it]
 64%|██████▍   | 29563/46302 [31:19:28<17:44:50,  3.82s/it]
 64%|██████▍   | 29564/46302 [31:19:32<17:44:58,  3.82s/it]
 64%|██████▍   | 29565/46302 [31:19:36<17:45:17,  3.82s/it]
 64%|██████▍   | 29566/46302 [31:19:40<17:45:28,  3.82s/it]
 64%|██████▍   | 29567/46302 [31:19:44<17:45:32,  3.82s/it]
 64%|██████▍   | 29568/46302 [31:19:47<17:45:22,  3.82s/it]
 64%|██████▍   | 29569/46302 [31:19:51<17:45:13,  3.82s/it]
 64%|██████▍   | 29570/46302 [31:19:55<17:44:48,  3.82s/it]
 64%|██████▍   | 29571/46302 [31:19:59<17:44:40,  3.82s/it]
 64%|██████▍   | 29572/46302 [31:20:03<17:44:15,  3.82s/it]
 64%|██████▍   | 29573/46302 [31:20:07<17:44:27,  3.82s/it]
 64%|██████▍   | 29574/46302 [31:20:10<17:44:15,  3.82s/it]
 64%|██████▍   | 29575/46302 [31:20:14<17:44:05,  3.82s/it]
 64%|██████▍   | 29576/46302 [31:20:18<17:44:05,  3.82s/it]
 64%|██████▍   | 29577/46302 [31:20:22<17:44:07,  3.82s/it]
 64%|██████▍   | 29578/46302 [31:20:26<17:43:55,  3.82s/it]
 64%|██████▍   | 29579/46302 [31:20:29<17:44:12,  3.82s/it]
 64%|██████▍   | 29580/46302 [31:20:33<17:43:52,  3.82s/it]
 64%|██████▍   | 29581/46302 [31:20:37<17:43:47,  3.82s/it]
 64%|██████▍   | 29582/46302 [31:20:41<17:43:47,  3.82s/it]
 64%|██████▍   | 29583/46302 [31:20:45<17:44:08,  3.82s/it]
 64%|██████▍   | 29584/46302 [31:20:49<17:44:10,  3.82s/it]
 64%|██████▍   | 29585/46302 [31:20:52<17:44:03,  3.82s/it]
 64%|██████▍   | 29586/46302 [31:20:56<17:43:44,  3.82s/it]
 64%|██████▍   | 29587/46302 [31:21:00<17:43:43,  3.82s/it]
 64%|██████▍   | 29588/46302 [31:21:04<17:43:34,  3.82s/it]
 64%|██████▍   | 29589/46302 [31:21:08<17:43:25,  3.82s/it]
 64%|██████▍   | 29590/46302 [31:21:11<17:43:33,  3.82s/it]
 64%|██████▍   | 29591/46302 [31:21:15<17:43:36,  3.82s/it]
 64%|██████▍   | 29592/46302 [31:21:19<17:43:16,  3.82s/it]
 64%|██████▍   | 29593/46302 [31:21:23<17:43:39,  3.82s/it]
 64%|██████▍   | 29594/46302 [31:21:27<17:43:27,  3.82s/it]
 64%|██████▍   | 29595/46302 [31:21:31<17:43:38,  3.82s/it]
 64%|██████▍   | 29596/46302 [31:21:34<17:43:24,  3.82s/it]
 64%|██████▍   | 29597/46302 [31:21:38<17:43:31,  3.82s/it]
 64%|██████▍   | 29598/46302 [31:21:42<17:43:30,  3.82s/it]
 64%|██████▍   | 29599/46302 [31:21:46<17:43:07,  3.82s/it]
 64%|██████▍   | 29600/46302 [31:21:50<17:43:04,  3.82s/it]
 64%|██████▍   | 29601/46302 [31:21:53<17:42:40,  3.82s/it]
 64%|██████▍   | 29602/46302 [31:21:57<17:42:47,  3.82s/it]
 64%|██████▍   | 29603/46302 [31:22:01<17:42:22,  3.82s/it]
 64%|██████▍   | 29604/46302 [31:22:05<17:42:07,  3.82s/it]
 64%|██████▍   | 29605/46302 [31:22:09<17:42:23,  3.82s/it]
 64%|██████▍   | 29606/46302 [31:22:13<17:42:38,  3.82s/it]
 64%|██████▍   | 29607/46302 [31:22:16<17:42:22,  3.82s/it]
 64%|██████▍   | 29608/46302 [31:22:20<17:42:17,  3.82s/it]
 64%|██████▍   | 29609/46302 [31:22:24<17:41:58,  3.82s/it]
 64%|██████▍   | 29610/46302 [31:22:28<17:42:03,  3.82s/it]
 64%|██████▍   | 29611/46302 [31:22:32<17:41:41,  3.82s/it]
 64%|██████▍   | 29612/46302 [31:22:35<17:41:32,  3.82s/it]
 64%|██████▍   | 29613/46302 [31:22:39<17:41:42,  3.82s/it]
 64%|██████▍   | 29614/46302 [31:22:43<17:41:54,  3.82s/it]
 64%|██████▍   | 29615/46302 [31:22:47<17:41:25,  3.82s/it]
 64%|██████▍   | 29616/46302 [31:22:51<17:41:24,  3.82s/it]
 64%|██████▍   | 29617/46302 [31:22:55<17:41:49,  3.82s/it]
 64%|██████▍   | 29618/46302 [31:22:58<17:41:52,  3.82s/it]
 64%|██████▍   | 29619/46302 [31:23:02<17:41:53,  3.82s/it]
 64%|██████▍   | 29620/46302 [31:23:06<17:41:40,  3.82s/it]
 64%|██████▍   | 29621/46302 [31:23:10<17:41:44,  3.82s/it]
 64%|██████▍   | 29622/46302 [31:23:14<17:41:29,  3.82s/it]
 64%|██████▍   | 29623/46302 [31:23:17<17:41:18,  3.82s/it]
 64%|██████▍   | 29624/46302 [31:23:21<17:41:02,  3.82s/it]
 64%|██████▍   | 29625/46302 [31:23:25<17:41:04,  3.82s/it]
 64%|██████▍   | 29626/46302 [31:23:29<17:40:58,  3.82s/it]
 64%|██████▍   | 29627/46302 [31:23:33<17:40:49,  3.82s/it]
 64%|██████▍   | 29628/46302 [31:23:37<17:40:52,  3.82s/it]
 64%|██████▍   | 29629/46302 [31:23:40<17:40:43,  3.82s/it]
 64%|██████▍   | 29630/46302 [31:23:44<17:40:33,  3.82s/it]
 64%|██████▍   | 29631/46302 [31:23:48<17:40:41,  3.82s/it]
 64%|██████▍   | 29632/46302 [31:23:52<17:40:28,  3.82s/it]
 64%|██████▍   | 29633/46302 [31:23:56<17:40:34,  3.82s/it]
 64%|██████▍   | 29634/46302 [31:23:59<17:40:18,  3.82s/it]
 64%|██████▍   | 29635/46302 [31:24:03<17:40:26,  3.82s/it]
 64%|██████▍   | 29636/46302 [31:24:07<17:40:31,  3.82s/it]
 64%|██████▍   | 29637/46302 [31:24:11<17:40:45,  3.82s/it]
 64%|██████▍   | 29638/46302 [31:24:15<17:40:41,  3.82s/it]
 64%|██████▍   | 29639/46302 [31:24:19<17:40:41,  3.82s/it]
 64%|██████▍   | 29640/46302 [31:24:22<17:40:48,  3.82s/it]
 64%|██████▍   | 29641/46302 [31:24:26<17:40:43,  3.82s/it]
 64%|██████▍   | 29642/46302 [31:24:30<17:40:39,  3.82s/it]
 64%|██████▍   | 29643/46302 [31:24:34<17:40:29,  3.82s/it]
 64%|██████▍   | 29644/46302 [31:24:38<17:40:28,  3.82s/it]
 64%|██████▍   | 29645/46302 [31:24:41<17:40:15,  3.82s/it]
 64%|██████▍   | 29646/46302 [31:24:45<17:40:06,  3.82s/it]
 64%|██████▍   | 29647/46302 [31:24:49<17:39:54,  3.82s/it]
 64%|██████▍   | 29648/46302 [31:24:53<17:39:46,  3.82s/it]
 64%|██████▍   | 29649/46302 [31:24:57<17:40:00,  3.82s/it]
 64%|██████▍   | 29650/46302 [31:25:01<17:40:04,  3.82s/it]
 64%|██████▍   | 29651/46302 [31:25:04<17:39:59,  3.82s/it]
 64%|██████▍   | 29652/46302 [31:25:08<17:39:56,  3.82s/it]
 64%|██████▍   | 29653/46302 [31:25:12<17:39:48,  3.82s/it]
 64%|██████▍   | 29654/46302 [31:25:16<17:39:31,  3.82s/it]
 64%|██████▍   | 29655/46302 [31:25:20<17:39:52,  3.82s/it]
 64%|██████▍   | 29656/46302 [31:25:23<17:39:49,  3.82s/it]
 64%|██████▍   | 29657/46302 [31:25:27<17:39:32,  3.82s/it]
 64%|██████▍   | 29658/46302 [31:25:31<17:39:19,  3.82s/it]
 64%|██████▍   | 29659/46302 [31:25:35<17:39:32,  3.82s/it]
 64%|██████▍   | 29660/46302 [31:25:39<17:39:17,  3.82s/it]
 64%|██████▍   | 29661/46302 [31:25:43<17:39:07,  3.82s/it]
 64%|██████▍   | 29662/46302 [31:25:46<17:38:44,  3.82s/it]
 64%|██████▍   | 29663/46302 [31:25:50<17:38:57,  3.82s/it]
 64%|██████▍   | 29664/46302 [31:25:54<17:38:55,  3.82s/it]
 64%|██████▍   | 29665/46302 [31:25:58<17:38:58,  3.82s/it]
 64%|██████▍   | 29666/46302 [31:26:02<17:38:41,  3.82s/it]
 64%|██████▍   | 29667/46302 [31:26:05<17:38:43,  3.82s/it]
 64%|██████▍   | 29668/46302 [31:26:09<17:38:51,  3.82s/it]
 64%|██████▍   | 29669/46302 [31:26:13<17:38:46,  3.82s/it]
 64%|██████▍   | 29670/46302 [31:26:17<17:38:29,  3.82s/it]
 64%|██████▍   | 29671/46302 [31:26:21<17:38:08,  3.82s/it]
 64%|██████▍   | 29672/46302 [31:26:25<17:38:36,  3.82s/it]
 64%|██████▍   | 29673/46302 [31:26:28<17:38:35,  3.82s/it]
 64%|██████▍   | 29674/46302 [31:26:32<17:38:09,  3.82s/it]
 64%|██████▍   | 29675/46302 [31:26:36<17:37:53,  3.82s/it]
 64%|██████▍   | 29676/46302 [31:26:40<17:37:34,  3.82s/it]
 64%|██████▍   | 29677/46302 [31:26:44<17:37:51,  3.82s/it]
 64%|██████▍   | 29678/46302 [31:26:47<17:38:09,  3.82s/it]
 64%|██████▍   | 29679/46302 [31:26:51<17:37:58,  3.82s/it]
 64%|██████▍   | 29680/46302 [31:26:55<17:37:42,  3.82s/it]
 64%|██████▍   | 29681/46302 [31:26:59<17:37:36,  3.82s/it]
 64%|██████▍   | 29682/46302 [31:27:03<17:37:18,  3.82s/it]
 64%|██████▍   | 29683/46302 [31:27:07<17:36:58,  3.82s/it]
 64%|██████▍   | 29684/46302 [31:27:10<17:36:58,  3.82s/it]
 64%|██████▍   | 29685/46302 [31:27:14<17:37:13,  3.82s/it]
 64%|██████▍   | 29686/46302 [31:27:18<17:37:17,  3.82s/it]
 64%|██████▍   | 29687/46302 [31:27:22<17:37:30,  3.82s/it]
 64%|██████▍   | 29688/46302 [31:27:26<17:37:23,  3.82s/it]
 64%|██████▍   | 29689/46302 [31:27:29<17:37:02,  3.82s/it]
 64%|██████▍   | 29690/46302 [31:27:33<17:36:42,  3.82s/it]
 64%|██████▍   | 29691/46302 [31:27:37<17:36:48,  3.82s/it]
 64%|██████▍   | 29692/46302 [31:27:41<17:36:45,  3.82s/it]
 64%|██████▍   | 29693/46302 [31:27:45<17:36:12,  3.82s/it]
 64%|██████▍   | 29694/46302 [31:27:49<17:36:28,  3.82s/it]
 64%|██████▍   | 29695/46302 [31:27:52<17:36:43,  3.82s/it]
 64%|██████▍   | 29696/46302 [31:27:56<17:36:19,  3.82s/it]
 64%|██████▍   | 29697/46302 [31:28:00<17:36:25,  3.82s/it]
 64%|██████▍   | 29698/46302 [31:28:04<17:36:30,  3.82s/it]
 64%|██████▍   | 29699/46302 [31:28:08<17:36:31,  3.82s/it]
 64%|██████▍   | 29700/46302 [31:28:11<17:36:18,  3.82s/it]
 64%|██████▍   | 29701/46302 [31:28:15<17:36:03,  3.82s/it]
 64%|██████▍   | 29702/46302 [31:28:19<17:36:23,  3.82s/it]
 64%|██████▍   | 29703/46302 [31:28:23<17:35:41,  3.82s/it]
 64%|██████▍   | 29704/46302 [31:28:27<17:35:52,  3.82s/it]
 64%|██████▍   | 29705/46302 [31:28:31<17:35:59,  3.82s/it]
 64%|██████▍   | 29706/46302 [31:28:34<17:36:06,  3.82s/it]
 64%|██████▍   | 29707/46302 [31:28:38<17:36:14,  3.82s/it]
 64%|██████▍   | 29708/46302 [31:28:42<17:35:45,  3.82s/it]
 64%|██████▍   | 29709/46302 [31:28:46<17:35:54,  3.82s/it]
 64%|██████▍   | 29710/46302 [31:28:50<17:35:34,  3.82s/it]
 64%|██████▍   | 29711/46302 [31:28:53<17:35:44,  3.82s/it]
 64%|██████▍   | 29712/46302 [31:28:57<17:35:58,  3.82s/it]
 64%|██████▍   | 29713/46302 [31:29:01<17:35:58,  3.82s/it]
 64%|██████▍   | 29714/46302 [31:29:05<17:35:29,  3.82s/it]
 64%|██████▍   | 29715/46302 [31:29:09<17:35:31,  3.82s/it]
 64%|██████▍   | 29716/46302 [31:29:13<17:35:14,  3.82s/it]
 64%|██████▍   | 29717/46302 [31:29:16<17:35:11,  3.82s/it]
 64%|██████▍   | 29718/46302 [31:29:20<17:34:51,  3.82s/it]
 64%|██████▍   | 29719/46302 [31:29:24<17:34:39,  3.82s/it]
 64%|██████▍   | 29720/46302 [31:29:28<17:34:26,  3.82s/it]
 64%|██████▍   | 29721/46302 [31:29:32<17:34:34,  3.82s/it]
 64%|██████▍   | 29722/46302 [31:29:35<17:34:40,  3.82s/it]
 64%|██████▍   | 29723/46302 [31:29:39<17:34:27,  3.82s/it]
 64%|██████▍   | 29724/46302 [31:29:43<17:34:42,  3.82s/it]
 64%|██████▍   | 29725/46302 [31:29:47<17:34:44,  3.82s/it]
 64%|██████▍   | 29726/46302 [31:29:51<17:34:57,  3.82s/it]
 64%|██████▍   | 29727/46302 [31:29:55<17:34:46,  3.82s/it]
 64%|██████▍   | 29728/46302 [31:29:58<17:34:30,  3.82s/it]
 64%|██████▍   | 29729/46302 [31:30:02<17:34:51,  3.82s/it]
 64%|██████▍   | 29730/46302 [31:30:06<17:34:37,  3.82s/it]
 64%|██████▍   | 29731/46302 [31:30:10<17:34:31,  3.82s/it]
 64%|██████▍   | 29732/46302 [31:30:14<17:34:29,  3.82s/it]
 64%|██████▍   | 29733/46302 [31:30:17<17:34:49,  3.82s/it]
 64%|██████▍   | 29734/46302 [31:30:21<17:34:52,  3.82s/it]
 64%|██████▍   | 29735/46302 [31:30:25<17:34:49,  3.82s/it]
 64%|██████▍   | 29736/46302 [31:30:29<17:34:25,  3.82s/it]
 64%|██████▍   | 29737/46302 [31:30:33<17:34:10,  3.82s/it]
 64%|██████▍   | 29738/46302 [31:30:37<17:33:56,  3.82s/it]
 64%|██████▍   | 29739/46302 [31:30:40<17:33:58,  3.82s/it]
 64%|██████▍   | 29740/46302 [31:30:44<17:33:59,  3.82s/it]
 64%|██████▍   | 29741/46302 [31:30:48<17:33:38,  3.82s/it]
 64%|██████▍   | 29742/46302 [31:30:52<17:33:30,  3.82s/it]
 64%|██████▍   | 29743/46302 [31:30:56<17:33:19,  3.82s/it]
 64%|██████▍   | 29744/46302 [31:30:59<17:33:37,  3.82s/it]
 64%|██████▍   | 29745/46302 [31:31:03<17:33:54,  3.82s/it]
 64%|██████▍   | 29746/46302 [31:31:07<17:33:26,  3.82s/it]
 64%|██████▍   | 29747/46302 [31:31:11<17:33:41,  3.82s/it]
 64%|██████▍   | 29748/46302 [31:31:15<17:33:15,  3.82s/it]
 64%|██████▍   | 29749/46302 [31:31:19<17:33:22,  3.82s/it]
 64%|██████▍   | 29750/46302 [31:31:22<17:33:20,  3.82s/it]
 64%|██████▍   | 29751/46302 [31:31:26<17:33:29,  3.82s/it]
 64%|██████▍   | 29752/46302 [31:31:30<17:33:36,  3.82s/it]
 64%|██████▍   | 29753/46302 [31:31:34<17:33:29,  3.82s/it]
 64%|██████▍   | 29754/46302 [31:31:38<17:33:42,  3.82s/it]
 64%|██████▍   | 29755/46302 [31:31:41<17:33:42,  3.82s/it]
 64%|██████▍   | 29756/46302 [31:31:45<17:33:45,  3.82s/it]
 64%|██████▍   | 29757/46302 [31:31:49<17:33:31,  3.82s/it]
 64%|██████▍   | 29758/46302 [31:31:53<17:33:40,  3.82s/it]
 64%|██████▍   | 29759/46302 [31:31:57<17:33:43,  3.82s/it]
 64%|██████▍   | 29760/46302 [31:32:01<17:33:30,  3.82s/it]
 64%|██████▍   | 29761/46302 [31:32:04<17:33:18,  3.82s/it]
 64%|██████▍   | 29762/46302 [31:32:08<17:33:13,  3.82s/it]
 64%|██████▍   | 29763/46302 [31:32:12<17:33:02,  3.82s/it]
 64%|██████▍   | 29764/46302 [31:32:16<17:33:08,  3.82s/it]
 64%|██████▍   | 29765/46302 [31:32:20<17:32:46,  3.82s/it]
 64%|██████▍   | 29766/46302 [31:32:23<17:32:36,  3.82s/it]
 64%|██████▍   | 29767/46302 [31:32:27<17:32:42,  3.82s/it]
 64%|██████▍   | 29768/46302 [31:32:31<17:32:29,  3.82s/it]
 64%|██████▍   | 29769/46302 [31:32:35<17:32:19,  3.82s/it]
 64%|██████▍   | 29770/46302 [31:32:39<17:31:59,  3.82s/it]
 64%|██████▍   | 29771/46302 [31:32:43<17:32:02,  3.82s/it]
 64%|██████▍   | 29772/46302 [31:32:46<17:31:45,  3.82s/it]
 64%|██████▍   | 29773/46302 [31:32:50<17:32:02,  3.82s/it]
 64%|██████▍   | 29774/46302 [31:32:54<17:32:34,  3.82s/it]
 64%|██████▍   | 29775/46302 [31:32:58<17:32:36,  3.82s/it]
 64%|██████▍   | 29776/46302 [31:33:02<17:32:27,  3.82s/it]
 64%|██████▍   | 29777/46302 [31:33:05<17:32:25,  3.82s/it]
 64%|██████▍   | 29778/46302 [31:33:09<17:32:18,  3.82s/it]
 64%|██████▍   | 29779/46302 [31:33:13<17:32:22,  3.82s/it]
 64%|██████▍   | 29780/46302 [31:33:17<17:32:13,  3.82s/it]
 64%|██████▍   | 29781/46302 [31:33:21<17:32:12,  3.82s/it]
 64%|██████▍   | 29782/46302 [31:33:25<17:31:45,  3.82s/it]
 64%|██████▍   | 29783/46302 [31:33:28<17:31:25,  3.82s/it]
 64%|██████▍   | 29784/46302 [31:33:32<17:31:17,  3.82s/it]
 64%|██████▍   | 29785/46302 [31:33:36<17:31:03,  3.82s/it]
 64%|██████▍   | 29786/46302 [31:33:40<17:30:48,  3.82s/it]
 64%|██████▍   | 29787/46302 [31:33:44<17:31:09,  3.82s/it]
 64%|██████▍   | 29788/46302 [31:33:48<17:31:37,  3.82s/it]
 64%|██████▍   | 29789/46302 [31:33:51<17:31:26,  3.82s/it]
 64%|██████▍   | 29790/46302 [31:33:55<17:31:10,  3.82s/it]
 64%|██████▍   | 29791/46302 [31:33:59<17:31:09,  3.82s/it]
 64%|██████▍   | 29792/46302 [31:34:03<17:31:08,  3.82s/it]
 64%|██████▍   | 29793/46302 [31:34:07<17:31:18,  3.82s/it]
 64%|██████▍   | 29794/46302 [31:34:10<17:30:45,  3.82s/it]
 64%|██████▍   | 29795/46302 [31:34:14<17:30:41,  3.82s/it]
 64%|██████▍   | 29796/46302 [31:34:18<17:30:52,  3.82s/it]
 64%|██████▍   | 29797/46302 [31:34:22<17:30:49,  3.82s/it]
 64%|██████▍   | 29798/46302 [31:34:26<17:30:27,  3.82s/it]
 64%|██████▍   | 29799/46302 [31:34:30<17:30:21,  3.82s/it]
 64%|██████▍   | 29800/46302 [31:34:33<17:29:59,  3.82s/it]
 64%|██████▍   | 29801/46302 [31:34:37<17:29:42,  3.82s/it]
 64%|██████▍   | 29802/46302 [31:34:41<17:29:38,  3.82s/it]
 64%|██████▍   | 29803/46302 [31:34:45<17:29:42,  3.82s/it]
 64%|██████▍   | 29804/46302 [31:34:49<17:29:41,  3.82s/it]
 64%|██████▍   | 29805/46302 [31:34:52<17:29:48,  3.82s/it]
 64%|██████▍   | 29806/46302 [31:34:56<17:29:48,  3.82s/it]
 64%|██████▍   | 29807/46302 [31:35:00<17:29:36,  3.82s/it]
 64%|██████▍   | 29808/46302 [31:35:04<17:29:41,  3.82s/it]
 64%|██████▍   | 29809/46302 [31:35:08<17:29:30,  3.82s/it]
 64%|██████▍   | 29810/46302 [31:35:12<17:29:29,  3.82s/it]
 64%|██████▍   | 29811/46302 [31:35:15<17:29:35,  3.82s/it]
 64%|██████▍   | 29812/46302 [31:35:19<17:29:12,  3.82s/it]
 64%|██████▍   | 29813/46302 [31:35:23<17:29:21,  3.82s/it]
 64%|██████▍   | 29814/46302 [31:35:27<17:29:11,  3.82s/it]
 64%|██████▍   | 29815/46302 [31:35:31<17:29:20,  3.82s/it]
 64%|██████▍   | 29816/46302 [31:35:34<17:29:20,  3.82s/it]
 64%|██████▍   | 29817/46302 [31:35:38<17:28:56,  3.82s/it]
 64%|██████▍   | 29818/46302 [31:35:42<17:28:44,  3.82s/it]
 64%|██████▍   | 29819/46302 [31:35:46<17:29:01,  3.82s/it]
 64%|██████▍   | 29820/46302 [31:35:50<17:28:25,  3.82s/it]
 64%|██████▍   | 29821/46302 [31:35:54<17:28:00,  3.82s/it]
 64%|██████▍   | 29822/46302 [31:35:57<17:28:18,  3.82s/it]
 64%|██████▍   | 29823/46302 [31:36:01<17:28:08,  3.82s/it]
 64%|██████▍   | 29824/46302 [31:36:05<17:27:45,  3.82s/it]
 64%|██████▍   | 29825/46302 [31:36:09<17:28:07,  3.82s/it]
 64%|██████▍   | 29826/46302 [31:36:13<17:28:26,  3.82s/it]
 64%|██████▍   | 29827/46302 [31:36:16<17:28:16,  3.82s/it]
 64%|██████▍   | 29828/46302 [31:36:20<17:28:09,  3.82s/it]
 64%|██████▍   | 29829/46302 [31:36:24<17:28:20,  3.82s/it]
 64%|██████▍   | 29830/46302 [31:36:28<17:28:01,  3.82s/it]
 64%|██████▍   | 29831/46302 [31:36:32<17:28:01,  3.82s/it]
 64%|██████▍   | 29832/46302 [31:36:35<17:28:03,  3.82s/it]
 64%|██████▍   | 29833/46302 [31:36:39<17:28:02,  3.82s/it]
 64%|██████▍   | 29834/46302 [31:36:43<17:28:04,  3.82s/it]
 64%|██████▍   | 29835/46302 [31:36:47<17:27:53,  3.82s/it]
 64%|██████▍   | 29836/46302 [31:36:51<17:27:42,  3.82s/it]
 64%|██████▍   | 29837/46302 [31:36:55<17:27:37,  3.82s/it]
 64%|██████▍   | 29838/46302 [31:36:58<17:27:20,  3.82s/it]
 64%|██████▍   | 29839/46302 [31:37:02<17:27:16,  3.82s/it]
 64%|██████▍   | 29840/46302 [31:37:06<17:27:19,  3.82s/it]
 64%|██████▍   | 29841/46302 [31:37:10<17:27:16,  3.82s/it]
 64%|██████▍   | 29842/46302 [31:37:14<17:27:22,  3.82s/it]
 64%|██████▍   | 29843/46302 [31:37:17<17:27:00,  3.82s/it]
 64%|██████▍   | 29844/46302 [31:37:21<17:27:13,  3.82s/it]
 64%|██████▍   | 29845/46302 [31:37:25<17:27:24,  3.82s/it]
 64%|██████▍   | 29846/46302 [31:37:29<17:27:17,  3.82s/it]
 64%|██████▍   | 29847/46302 [31:37:33<17:27:18,  3.82s/it]
 64%|██████▍   | 29848/46302 [31:37:37<17:27:10,  3.82s/it]
 64%|██████▍   | 29849/46302 [31:37:40<17:27:14,  3.82s/it]
 64%|██████▍   | 29850/46302 [31:37:44<17:27:13,  3.82s/it]
 64%|██████▍   | 29851/46302 [31:37:48<17:26:54,  3.82s/it]
 64%|██████▍   | 29852/46302 [31:37:52<17:26:51,  3.82s/it]
 64%|██████▍   | 29853/46302 [31:37:56<17:26:52,  3.82s/it]
 64%|██████▍   | 29854/46302 [31:37:59<17:26:34,  3.82s/it]
 64%|██████▍   | 29855/46302 [31:38:03<17:26:29,  3.82s/it]
 64%|██████▍   | 29856/46302 [31:38:07<17:26:26,  3.82s/it]
 64%|██████▍   | 29857/46302 [31:38:11<17:26:12,  3.82s/it]
 64%|██████▍   | 29858/46302 [31:38:15<17:26:04,  3.82s/it]
 64%|██████▍   | 29859/46302 [31:38:19<17:25:57,  3.82s/it]
 64%|██████▍   | 29860/46302 [31:38:22<17:25:53,  3.82s/it]
 64%|██████▍   | 29861/46302 [31:38:26<17:26:07,  3.82s/it]
 64%|██████▍   | 29862/46302 [31:38:30<17:26:23,  3.82s/it]
 64%|██████▍   | 29863/46302 [31:38:34<17:26:26,  3.82s/it]
 64%|██████▍   | 29864/46302 [31:38:38<17:26:27,  3.82s/it]
 65%|██████▍   | 29865/46302 [31:38:41<17:26:21,  3.82s/it]
 65%|██████▍   | 29866/46302 [31:38:45<17:25:45,  3.82s/it]
 65%|██████▍   | 29867/46302 [31:38:49<17:25:43,  3.82s/it]
 65%|██████▍   | 29868/46302 [31:38:53<17:25:57,  3.82s/it]
 65%|██████▍   | 29869/46302 [31:38:57<17:25:29,  3.82s/it]
 65%|██████▍   | 29870/46302 [31:39:01<17:25:39,  3.82s/it]
 65%|██████▍   | 29871/46302 [31:39:04<17:25:26,  3.82s/it]
 65%|██████▍   | 29872/46302 [31:39:08<17:25:23,  3.82s/it]
 65%|██████▍   | 29873/46302 [31:39:12<17:25:34,  3.82s/it]
 65%|██████▍   | 29874/46302 [31:39:16<17:25:16,  3.82s/it]
 65%|██████▍   | 29875/46302 [31:39:20<17:25:30,  3.82s/it]
 65%|██████▍   | 29876/46302 [31:39:23<17:25:35,  3.82s/it]
 65%|██████▍   | 29877/46302 [31:39:27<17:25:07,  3.82s/it]
 65%|██████▍   | 29878/46302 [31:39:31<17:25:10,  3.82s/it]
 65%|██████▍   | 29879/46302 [31:39:35<17:25:18,  3.82s/it]
 65%|██████▍   | 29880/46302 [31:39:39<17:25:03,  3.82s/it]
 65%|██████▍   | 29881/46302 [31:39:43<17:25:20,  3.82s/it]
 65%|██████▍   | 29882/46302 [31:39:46<17:25:10,  3.82s/it]
 65%|██████▍   | 29883/46302 [31:39:50<17:24:50,  3.82s/it]
 65%|██████▍   | 29884/46302 [31:39:54<17:24:38,  3.82s/it]
 65%|██████▍   | 29885/46302 [31:39:58<17:24:32,  3.82s/it]
 65%|██████▍   | 29886/46302 [31:40:02<17:24:44,  3.82s/it]
 65%|██████▍   | 29887/46302 [31:40:05<17:24:48,  3.82s/it]
 65%|██████▍   | 29888/46302 [31:40:09<17:24:46,  3.82s/it]
 65%|██████▍   | 29889/46302 [31:40:13<17:24:21,  3.82s/it]
 65%|██████▍   | 29890/46302 [31:40:17<17:24:12,  3.82s/it]
 65%|██████▍   | 29891/46302 [31:40:21<17:24:23,  3.82s/it]
 65%|██████▍   | 29892/46302 [31:40:25<17:24:39,  3.82s/it]
 65%|██████▍   | 29893/46302 [31:40:28<17:24:22,  3.82s/it]
 65%|██████▍   | 29894/46302 [31:40:32<17:23:50,  3.82s/it]
 65%|██████▍   | 29895/46302 [31:40:36<17:23:56,  3.82s/it]
 65%|██████▍   | 29896/46302 [31:40:40<17:24:12,  3.82s/it]
 65%|██████▍   | 29897/46302 [31:40:44<17:24:21,  3.82s/it]
 65%|██████▍   | 29898/46302 [31:40:47<17:24:09,  3.82s/it]
 65%|██████▍   | 29899/46302 [31:40:51<17:24:25,  3.82s/it]
 65%|██████▍   | 29900/46302 [31:40:55<17:23:54,  3.82s/it]
 65%|██████▍   | 29901/46302 [31:40:59<17:23:55,  3.82s/it]
 65%|██████▍   | 29902/46302 [31:41:03<17:24:08,  3.82s/it]
 65%|██████▍   | 29903/46302 [31:41:07<17:24:08,  3.82s/it]
 65%|██████▍   | 29904/46302 [31:41:10<17:24:01,  3.82s/it]
 65%|██████▍   | 29905/46302 [31:41:14<17:24:12,  3.82s/it]
 65%|██████▍   | 29906/46302 [31:41:18<17:24:03,  3.82s/it]
 65%|██████▍   | 29907/46302 [31:41:22<17:23:51,  3.82s/it]
 65%|██████▍   | 29908/46302 [31:41:26<17:23:42,  3.82s/it]
 65%|██████▍   | 29909/46302 [31:41:30<17:23:24,  3.82s/it]
 65%|██████▍   | 29910/46302 [31:41:33<17:23:22,  3.82s/it]
 65%|██████▍   | 29911/46302 [31:41:37<17:23:31,  3.82s/it]
 65%|██████▍   | 29912/46302 [31:41:41<17:23:18,  3.82s/it]
 65%|██████▍   | 29913/46302 [31:41:45<17:22:49,  3.82s/it]
 65%|██████▍   | 29914/46302 [31:41:49<17:22:52,  3.82s/it]
 65%|██████▍   | 29915/46302 [31:41:52<17:22:49,  3.82s/it]
 65%|██████▍   | 29916/46302 [31:41:56<17:22:43,  3.82s/it]
 65%|██████▍   | 29917/46302 [31:42:00<17:22:58,  3.82s/it]
 65%|██████▍   | 29918/46302 [31:42:04<17:22:49,  3.82s/it]
 65%|██████▍   | 29919/46302 [31:42:08<17:22:33,  3.82s/it]
 65%|██████▍   | 29920/46302 [31:42:12<17:22:52,  3.82s/it]
 65%|██████▍   | 29921/46302 [31:42:15<17:22:48,  3.82s/it]
 65%|██████▍   | 29922/46302 [31:42:19<17:22:18,  3.82s/it]
 65%|██████▍   | 29923/46302 [31:42:23<17:22:11,  3.82s/it]
 65%|██████▍   | 29924/46302 [31:42:27<17:21:42,  3.82s/it]
 65%|██████▍   | 29925/46302 [31:42:31<17:21:44,  3.82s/it]
 65%|██████▍   | 29926/46302 [31:42:34<17:21:56,  3.82s/it]
 65%|██████▍   | 29927/46302 [31:42:38<17:21:57,  3.82s/it]
 65%|██████▍   | 29928/46302 [31:42:42<17:21:52,  3.82s/it]
 65%|██████▍   | 29929/46302 [31:42:46<17:21:36,  3.82s/it]
 65%|██████▍   | 29930/46302 [31:42:50<17:21:36,  3.82s/it]
 65%|██████▍   | 29931/46302 [31:42:54<17:21:35,  3.82s/it]
 65%|██████▍   | 29932/46302 [31:42:57<17:21:35,  3.82s/it]
 65%|██████▍   | 29933/46302 [31:43:01<17:21:21,  3.82s/it]
 65%|██████▍   | 29934/46302 [31:43:05<17:21:22,  3.82s/it]
 65%|██████▍   | 29935/46302 [31:43:09<17:21:46,  3.82s/it]
 65%|██████▍   | 29936/46302 [31:43:13<17:21:40,  3.82s/it]
 65%|██████▍   | 29937/46302 [31:43:16<17:21:30,  3.82s/it]
 65%|██████▍   | 29938/46302 [31:43:20<17:21:08,  3.82s/it]
 65%|██████▍   | 29939/46302 [31:43:24<17:21:04,  3.82s/it]
 65%|██████▍   | 29940/46302 [31:43:28<17:21:02,  3.82s/it]
 65%|██████▍   | 29941/46302 [31:43:32<17:21:15,  3.82s/it]
 65%|██████▍   | 29942/46302 [31:43:36<17:21:06,  3.82s/it]
 65%|██████▍   | 29943/46302 [31:43:39<17:21:08,  3.82s/it]
 65%|██████▍   | 29944/46302 [31:43:43<17:20:59,  3.82s/it]
 65%|██████▍   | 29945/46302 [31:43:47<17:21:19,  3.82s/it]
 65%|██████▍   | 29946/46302 [31:43:51<17:21:11,  3.82s/it]
 65%|██████▍   | 29947/46302 [31:43:55<17:21:16,  3.82s/it]
 65%|██████▍   | 29948/46302 [31:43:58<17:21:01,  3.82s/it]
 65%|██████▍   | 29949/46302 [31:44:02<17:21:12,  3.82s/it]
 65%|██████▍   | 29950/46302 [31:44:06<17:21:15,  3.82s/it]
 65%|██████▍   | 29951/46302 [31:44:10<17:20:56,  3.82s/it]
 65%|██████▍   | 29952/46302 [31:44:14<17:20:48,  3.82s/it]
 65%|██████▍   | 29953/46302 [31:44:18<17:20:48,  3.82s/it]
 65%|██████▍   | 29954/46302 [31:44:21<17:20:27,  3.82s/it]
 65%|██████▍   | 29955/46302 [31:44:25<17:20:32,  3.82s/it]
 65%|██████▍   | 29956/46302 [31:44:29<17:20:31,  3.82s/it]
 65%|██████▍   | 29957/46302 [31:44:33<17:20:31,  3.82s/it]
 65%|██████▍   | 29958/46302 [31:44:37<17:20:29,  3.82s/it]
 65%|██████▍   | 29959/46302 [31:44:40<17:20:28,  3.82s/it]
 65%|██████▍   | 29960/46302 [31:44:44<17:20:31,  3.82s/it]
 65%|██████▍   | 29961/46302 [31:44:48<17:20:20,  3.82s/it]
 65%|██████▍   | 29962/46302 [31:44:52<17:20:09,  3.82s/it]
 65%|██████▍   | 29963/46302 [31:44:56<17:19:42,  3.82s/it]
 65%|██████▍   | 29964/46302 [31:45:00<17:19:17,  3.82s/it]
 65%|██████▍   | 29965/46302 [31:45:03<17:19:21,  3.82s/it]
 65%|██████▍   | 29966/46302 [31:45:07<17:19:24,  3.82s/it]
 65%|██████▍   | 29967/46302 [31:45:11<17:19:23,  3.82s/it]
 65%|██████▍   | 29968/46302 [31:45:15<17:19:08,  3.82s/it]
 65%|██████▍   | 29969/46302 [31:45:19<17:18:57,  3.82s/it]
 65%|██████▍   | 29970/46302 [31:45:22<17:18:57,  3.82s/it]
 65%|██████▍   | 29971/46302 [31:45:26<17:19:03,  3.82s/it]
 65%|██████▍   | 29972/46302 [31:45:30<17:19:09,  3.82s/it]
 65%|██████▍   | 29973/46302 [31:45:34<17:19:13,  3.82s/it]
 65%|██████▍   | 29974/46302 [31:45:38<17:18:57,  3.82s/it]
 65%|██████▍   | 29975/46302 [31:45:42<17:19:05,  3.82s/it]
 65%|██████▍   | 29976/46302 [31:45:45<17:18:59,  3.82s/it]
 65%|██████▍   | 29977/46302 [31:45:49<17:19:02,  3.82s/it]
 65%|██████▍   | 29978/46302 [31:45:53<17:18:57,  3.82s/it]
 65%|██████▍   | 29979/46302 [31:45:57<17:19:19,  3.82s/it]
 65%|██████▍   | 29980/46302 [31:46:01<17:19:10,  3.82s/it]
 65%|██████▍   | 29981/46302 [31:46:04<17:19:28,  3.82s/it]
 65%|██████▍   | 29982/46302 [31:46:08<17:19:16,  3.82s/it]
 65%|██████▍   | 29983/46302 [31:46:12<17:19:21,  3.82s/it]
 65%|██████▍   | 29984/46302 [31:46:16<17:19:13,  3.82s/it]
 65%|██████▍   | 29985/46302 [31:46:20<17:18:45,  3.82s/it]
 65%|██████▍   | 29986/46302 [31:46:24<17:18:49,  3.82s/it]
 65%|██████▍   | 29987/46302 [31:46:27<17:18:50,  3.82s/it]
 65%|██████▍   | 29988/46302 [31:46:31<17:18:26,  3.82s/it]
 65%|██████▍   | 29989/46302 [31:46:35<17:18:18,  3.82s/it]
 65%|██████▍   | 29990/46302 [31:46:39<17:18:04,  3.82s/it]
 65%|██████▍   | 29991/46302 [31:46:43<17:18:11,  3.82s/it]
 65%|██████▍   | 29992/46302 [31:46:46<17:18:07,  3.82s/it]
 65%|██████▍   | 29993/46302 [31:46:50<17:18:18,  3.82s/it]
 65%|██████▍   | 29994/46302 [31:46:54<17:18:16,  3.82s/it]
 65%|██████▍   | 29995/46302 [31:46:58<17:18:13,  3.82s/it]
 65%|██████▍   | 29996/46302 [31:47:02<17:18:04,  3.82s/it]
 65%|██████▍   | 29997/46302 [31:47:06<17:17:51,  3.82s/it]
 65%|██████▍   | 29998/46302 [31:47:09<17:17:44,  3.82s/it]
 65%|██████▍   | 29999/46302 [31:47:13<17:17:29,  3.82s/it]
 65%|██████▍   | 30000/46302 [31:47:17<17:17:12,  3.82s/it]
                                                           
{'loss': 3.1805, 'learning_rate': 0.0017992583108913513, 'epoch': 0.65}

 65%|██████▍   | 30000/46302 [31:47:17<17:17:12,  3.82s/it][INFO|trainer.py:2895] 2024-01-13 04:22:41,269 >> Saving model checkpoint to ./training_bilingual/tmp-checkpoint-30000
[INFO|configuration_utils.py:483] 2024-01-13 04:22:41,270 >> Configuration saved in ./training_bilingual/tmp-checkpoint-30000/config.json
[INFO|configuration_utils.py:594] 2024-01-13 04:22:41,270 >> Configuration saved in ./training_bilingual/tmp-checkpoint-30000/generation_config.json
[INFO|modeling_utils.py:2413] 2024-01-13 04:22:41,890 >> Model weights saved in ./training_bilingual/tmp-checkpoint-30000/model.safetensors
[INFO|tokenization_utils_base.py:2432] 2024-01-13 04:22:41,891 >> tokenizer config file saved in ./training_bilingual/tmp-checkpoint-30000/tokenizer_config.json
[INFO|tokenization_utils_base.py:2441] 2024-01-13 04:22:41,891 >> Special tokens file saved in ./training_bilingual/tmp-checkpoint-30000/special_tokens_map.json

 65%|██████▍   | 30001/46302 [31:47:22<19:29:26,  4.30s/it]
 65%|██████▍   | 30002/46302 [31:47:26<18:49:26,  4.16s/it]
 65%|██████▍   | 30003/46302 [31:47:30<18:21:05,  4.05s/it]
 65%|██████▍   | 30004/46302 [31:47:34<18:01:25,  3.98s/it]
 65%|██████▍   | 30005/46302 [31:47:38<17:47:47,  3.93s/it]
 65%|██████▍   | 30006/46302 [31:47:42<17:38:09,  3.90s/it]
 65%|██████▍   | 30007/46302 [31:47:45<17:31:44,  3.87s/it]
 65%|██████▍   | 30008/46302 [31:47:49<17:27:05,  3.86s/it]
 65%|██████▍   | 30009/46302 [31:47:53<17:23:40,  3.84s/it]
 65%|██████▍   | 30010/46302 [31:47:57<17:21:29,  3.84s/it]
 65%|██████▍   | 30011/46302 [31:48:01<17:19:42,  3.83s/it]
 65%|██████▍   | 30012/46302 [31:48:04<17:18:42,  3.83s/it]
 65%|██████▍   | 30013/46302 [31:48:08<17:18:09,  3.82s/it]
 65%|██████▍   | 30014/46302 [31:48:12<17:18:00,  3.82s/it]
 65%|██████▍   | 30015/46302 [31:48:16<17:17:30,  3.82s/it]
 65%|██████▍   | 30016/46302 [31:48:20<17:17:15,  3.82s/it]
 65%|██████▍   | 30017/46302 [31:48:24<17:17:12,  3.82s/it]
 65%|██████▍   | 30018/46302 [31:48:27<17:16:56,  3.82s/it]
 65%|██████▍   | 30019/46302 [31:48:31<17:16:50,  3.82s/it]
 65%|██████▍   | 30020/46302 [31:48:35<17:16:25,  3.82s/it]
 65%|██████▍   | 30021/46302 [31:48:39<17:16:45,  3.82s/it]
 65%|██████▍   | 30022/46302 [31:48:43<17:16:30,  3.82s/it]
 65%|██████▍   | 30023/46302 [31:48:46<17:16:40,  3.82s/it]
 65%|██████▍   | 30024/46302 [31:48:50<17:16:30,  3.82s/it]
 65%|██████▍   | 30025/46302 [31:48:54<17:16:21,  3.82s/it]
 65%|██████▍   | 30026/46302 [31:48:58<17:16:20,  3.82s/it]
 65%|██████▍   | 30027/46302 [31:49:02<17:16:12,  3.82s/it]
 65%|██████▍   | 30028/46302 [31:49:06<17:16:17,  3.82s/it]
 65%|██████▍   | 30029/46302 [31:49:09<17:16:14,  3.82s/it]
 65%|██████▍   | 30030/46302 [31:49:13<17:16:09,  3.82s/it]
 65%|██████▍   | 30031/46302 [31:49:17<17:16:10,  3.82s/it]
 65%|██████▍   | 30032/46302 [31:49:21<17:16:04,  3.82s/it]
 65%|██████▍   | 30033/46302 [31:49:25<17:15:56,  3.82s/it]
 65%|██████▍   | 30034/46302 [31:49:28<17:15:47,  3.82s/it]
 65%|██████▍   | 30035/46302 [31:49:32<17:15:00,  3.82s/it]
 65%|██████▍   | 30036/46302 [31:49:36<17:14:49,  3.82s/it]
 65%|██████▍   | 30037/46302 [31:49:40<17:14:54,  3.82s/it]
 65%|██████▍   | 30038/46302 [31:49:44<17:14:38,  3.82s/it]
 65%|██████▍   | 30039/46302 [31:49:48<17:14:48,  3.82s/it]
 65%|██████▍   | 30040/46302 [31:49:51<17:14:56,  3.82s/it]
 65%|██████▍   | 30041/46302 [31:49:55<17:15:16,  3.82s/it]
 65%|██████▍   | 30042/46302 [31:49:59<17:15:20,  3.82s/it]
 65%|██████▍   | 30043/46302 [31:50:03<17:15:02,  3.82s/it]
 65%|██████▍   | 30044/46302 [31:50:07<17:14:51,  3.82s/it]
 65%|██████▍   | 30045/46302 [31:50:10<17:14:47,  3.82s/it]
 65%|██████▍   | 30046/46302 [31:50:14<17:15:02,  3.82s/it]
 65%|██████▍   | 30047/46302 [31:50:18<17:14:34,  3.82s/it]
 65%|██████▍   | 30048/46302 [31:50:22<17:14:20,  3.82s/it]
 65%|██████▍   | 30049/46302 [31:50:26<17:14:25,  3.82s/it]
 65%|██████▍   | 30050/46302 [31:50:30<17:14:26,  3.82s/it]
 65%|██████▍   | 30051/46302 [31:50:33<17:14:12,  3.82s/it]
 65%|██████▍   | 30052/46302 [31:50:37<17:14:11,  3.82s/it]
 65%|██████▍   | 30053/46302 [31:50:41<17:14:04,  3.82s/it]
 65%|██████▍   | 30054/46302 [31:50:45<17:14:09,  3.82s/it]
 65%|██████▍   | 30055/46302 [31:50:49<17:14:06,  3.82s/it]
 65%|██████▍   | 30056/46302 [31:50:52<17:14:11,  3.82s/it]
 65%|██████▍   | 30057/46302 [31:50:56<17:13:58,  3.82s/it]
 65%|██████▍   | 30058/46302 [31:51:00<17:13:39,  3.82s/it]
 65%|██████▍   | 30059/46302 [31:51:04<17:13:47,  3.82s/it]
 65%|██████▍   | 30060/46302 [31:51:08<17:13:39,  3.82s/it]
 65%|██████▍   | 30061/46302 [31:51:12<17:13:22,  3.82s/it]
 65%|██████▍   | 30062/46302 [31:51:15<17:13:37,  3.82s/it]
 65%|██████▍   | 30063/46302 [31:51:19<17:13:11,  3.82s/it]
 65%|██████▍   | 30064/46302 [31:51:23<17:13:17,  3.82s/it]
 65%|██████▍   | 30065/46302 [31:51:27<17:12:52,  3.82s/it]
 65%|██████▍   | 30066/46302 [31:51:31<17:13:04,  3.82s/it]
 65%|██████▍   | 30067/46302 [31:51:34<17:13:17,  3.82s/it]
 65%|██████▍   | 30068/46302 [31:51:38<17:12:50,  3.82s/it]
 65%|██████▍   | 30069/46302 [31:51:42<17:12:37,  3.82s/it]
 65%|██████▍   | 30070/46302 [31:51:46<17:12:42,  3.82s/it]
 65%|██████▍   | 30071/46302 [31:51:50<17:12:48,  3.82s/it]
 65%|██████▍   | 30072/46302 [31:51:54<17:12:46,  3.82s/it]
 65%|██████▍   | 30073/46302 [31:51:57<17:12:37,  3.82s/it]
 65%|██████▍   | 30074/46302 [31:52:01<17:12:29,  3.82s/it]
 65%|██████▍   | 30075/46302 [31:52:05<17:12:34,  3.82s/it]
 65%|██████▍   | 30076/46302 [31:52:09<17:12:27,  3.82s/it]
 65%|██████▍   | 30077/46302 [31:52:13<17:12:17,  3.82s/it]
 65%|██████▍   | 30078/46302 [31:52:16<17:12:40,  3.82s/it]
 65%|██████▍   | 30079/46302 [31:52:20<17:12:13,  3.82s/it]
 65%|██████▍   | 30080/46302 [31:52:24<17:12:12,  3.82s/it]
 65%|██████▍   | 30081/46302 [31:52:28<17:11:40,  3.82s/it]
 65%|██████▍   | 30082/46302 [31:52:32<17:11:40,  3.82s/it]
 65%|██████▍   | 30083/46302 [31:52:36<17:11:39,  3.82s/it]
 65%|██████▍   | 30084/46302 [31:52:39<17:11:57,  3.82s/it]
 65%|██████▍   | 30085/46302 [31:52:43<17:11:40,  3.82s/it]
 65%|██████▍   | 30086/46302 [31:52:47<17:11:49,  3.82s/it]
 65%|██████▍   | 30087/46302 [31:52:51<17:11:37,  3.82s/it]
 65%|██████▍   | 30088/46302 [31:52:55<17:11:34,  3.82s/it]
 65%|██████▍   | 30089/46302 [31:52:58<17:11:37,  3.82s/it]
 65%|██████▍   | 30090/46302 [31:53:02<17:11:55,  3.82s/it]
 65%|██████▍   | 30091/46302 [31:53:06<17:11:56,  3.82s/it]
 65%|██████▍   | 30092/46302 [31:53:10<17:11:29,  3.82s/it]
 65%|██████▍   | 30093/46302 [31:53:14<17:11:25,  3.82s/it]
 65%|██████▍   | 30094/46302 [31:53:18<17:11:24,  3.82s/it]
 65%|██████▍   | 30095/46302 [31:53:21<17:11:13,  3.82s/it]
 65%|██████▍   | 30096/46302 [31:53:25<17:11:30,  3.82s/it]
 65%|██████▌   | 30097/46302 [31:53:29<17:11:16,  3.82s/it]
 65%|██████▌   | 30098/46302 [31:53:33<17:11:16,  3.82s/it]
 65%|██████▌   | 30099/46302 [31:53:37<17:11:05,  3.82s/it]
 65%|██████▌   | 30100/46302 [31:53:40<17:11:05,  3.82s/it]
 65%|██████▌   | 30101/46302 [31:53:44<17:10:55,  3.82s/it]
 65%|██████▌   | 30102/46302 [31:53:48<17:10:43,  3.82s/it]
 65%|██████▌   | 30103/46302 [31:53:52<17:10:20,  3.82s/it]
 65%|██████▌   | 30104/46302 [31:53:56<17:10:10,  3.82s/it]
 65%|██████▌   | 30105/46302 [31:54:00<17:10:24,  3.82s/it]
 65%|██████▌   | 30106/46302 [31:54:03<17:10:39,  3.82s/it]
 65%|██████▌   | 30107/46302 [31:54:07<17:10:22,  3.82s/it]
 65%|██████▌   | 30108/46302 [31:54:11<17:10:16,  3.82s/it]
 65%|██████▌   | 30109/46302 [31:54:15<17:10:24,  3.82s/it]
 65%|██████▌   | 30110/46302 [31:54:19<17:10:20,  3.82s/it]
 65%|██████▌   | 30111/46302 [31:54:22<17:10:34,  3.82s/it]
 65%|██████▌   | 30112/46302 [31:54:26<17:10:40,  3.82s/it]
 65%|██████▌   | 30113/46302 [31:54:30<17:10:28,  3.82s/it]
 65%|██████▌   | 30114/46302 [31:54:34<17:10:23,  3.82s/it]
 65%|██████▌   | 30115/46302 [31:54:38<17:10:23,  3.82s/it]
 65%|██████▌   | 30116/46302 [31:54:42<17:10:14,  3.82s/it]
 65%|██████▌   | 30117/46302 [31:54:45<17:10:09,  3.82s/it]
 65%|██████▌   | 30118/46302 [31:54:49<17:09:55,  3.82s/it]
 65%|██████▌   | 30119/46302 [31:54:53<17:09:48,  3.82s/it]
 65%|██████▌   | 30120/46302 [31:54:57<17:10:08,  3.82s/it]
 65%|██████▌   | 30121/46302 [31:55:01<17:09:56,  3.82s/it]
 65%|██████▌   | 30122/46302 [31:55:04<17:09:50,  3.82s/it]
 65%|██████▌   | 30123/46302 [31:55:08<17:09:38,  3.82s/it]
 65%|██████▌   | 30124/46302 [31:55:12<17:09:59,  3.82s/it]
 65%|██████▌   | 30125/46302 [31:55:16<17:09:46,  3.82s/it]
 65%|██████▌   | 30126/46302 [31:55:20<17:09:48,  3.82s/it]
 65%|██████▌   | 30127/46302 [31:55:24<17:09:33,  3.82s/it]
 65%|██████▌   | 30128/46302 [31:55:27<17:09:35,  3.82s/it]
 65%|██████▌   | 30129/46302 [31:55:31<17:09:08,  3.82s/it]
 65%|██████▌   | 30130/46302 [31:55:35<17:09:21,  3.82s/it]
 65%|██████▌   | 30131/46302 [31:55:39<17:09:12,  3.82s/it]
 65%|██████▌   | 30132/46302 [31:55:43<17:09:18,  3.82s/it]
 65%|██████▌   | 30133/46302 [31:55:46<17:09:07,  3.82s/it]
 65%|██████▌   | 30134/46302 [31:55:50<17:08:34,  3.82s/it]
 65%|██████▌   | 30135/46302 [31:55:54<17:08:22,  3.82s/it]
 65%|██████▌   | 30136/46302 [31:55:58<17:08:44,  3.82s/it]
 65%|██████▌   | 30137/46302 [31:56:02<17:08:35,  3.82s/it]
 65%|██████▌   | 30138/46302 [31:56:06<17:08:21,  3.82s/it]
 65%|██████▌   | 30139/46302 [31:56:09<17:08:08,  3.82s/it]
 65%|██████▌   | 30140/46302 [31:56:13<17:08:16,  3.82s/it]
 65%|██████▌   | 30141/46302 [31:56:17<17:08:05,  3.82s/it]
 65%|██████▌   | 30142/46302 [31:56:21<17:08:09,  3.82s/it]
 65%|██████▌   | 30143/46302 [31:56:25<17:08:02,  3.82s/it]
 65%|██████▌   | 30144/46302 [31:56:28<17:07:48,  3.82s/it]
 65%|██████▌   | 30145/46302 [31:56:32<17:07:57,  3.82s/it]
 65%|██████▌   | 30146/46302 [31:56:36<17:08:02,  3.82s/it]
 65%|██████▌   | 30147/46302 [31:56:40<17:08:01,  3.82s/it]
 65%|██████▌   | 30148/46302 [31:56:44<17:08:01,  3.82s/it]
 65%|██████▌   | 30149/46302 [31:56:48<17:07:41,  3.82s/it]
 65%|██████▌   | 30150/46302 [31:56:51<17:07:42,  3.82s/it]
 65%|██████▌   | 30151/46302 [31:56:55<17:07:36,  3.82s/it]
 65%|██████▌   | 30152/46302 [31:56:59<17:07:40,  3.82s/it]
 65%|██████▌   | 30153/46302 [31:57:03<17:07:33,  3.82s/it]
 65%|██████▌   | 30154/46302 [31:57:07<17:07:48,  3.82s/it]
 65%|██████▌   | 30155/46302 [31:57:10<17:07:33,  3.82s/it]
 65%|██████▌   | 30156/46302 [31:57:14<17:07:24,  3.82s/it]
 65%|██████▌   | 30157/46302 [31:57:18<17:07:11,  3.82s/it]
 65%|██████▌   | 30158/46302 [31:57:22<17:07:03,  3.82s/it]
 65%|██████▌   | 30159/46302 [31:57:26<17:07:16,  3.82s/it]
 65%|██████▌   | 30160/46302 [31:57:30<17:07:20,  3.82s/it]
 65%|██████▌   | 30161/46302 [31:57:33<17:07:12,  3.82s/it]
 65%|██████▌   | 30162/46302 [31:57:37<17:07:06,  3.82s/it]
 65%|██████▌   | 30163/46302 [31:57:41<17:07:12,  3.82s/it]
 65%|██████▌   | 30164/46302 [31:57:45<17:07:21,  3.82s/it]
 65%|██████▌   | 30165/46302 [31:57:49<17:07:11,  3.82s/it]
 65%|██████▌   | 30166/46302 [31:57:52<17:06:51,  3.82s/it]
 65%|██████▌   | 30167/46302 [31:57:56<17:06:48,  3.82s/it]
 65%|██████▌   | 30168/46302 [31:58:00<17:06:44,  3.82s/it]
 65%|██████▌   | 30169/46302 [31:58:04<17:06:36,  3.82s/it]
 65%|██████▌   | 30170/46302 [31:58:08<17:06:24,  3.82s/it]
 65%|██████▌   | 30171/46302 [31:58:12<17:06:09,  3.82s/it]
 65%|██████▌   | 30172/46302 [31:58:15<17:06:24,  3.82s/it]
 65%|██████▌   | 30173/46302 [31:58:19<17:06:28,  3.82s/it]
 65%|██████▌   | 30174/46302 [31:58:23<17:06:17,  3.82s/it]
 65%|██████▌   | 30175/46302 [31:58:27<17:06:06,  3.82s/it]
 65%|██████▌   | 30176/46302 [31:58:31<17:06:01,  3.82s/it]
 65%|██████▌   | 30177/46302 [31:58:34<17:05:51,  3.82s/it]
 65%|██████▌   | 30178/46302 [31:58:38<17:05:50,  3.82s/it]
 65%|██████▌   | 30179/46302 [31:58:42<17:05:35,  3.82s/it]
 65%|██████▌   | 30180/46302 [31:58:46<17:05:23,  3.82s/it]
 65%|██████▌   | 30181/46302 [31:58:50<17:05:27,  3.82s/it]
 65%|██████▌   | 30182/46302 [31:58:54<17:05:33,  3.82s/it]
 65%|██████▌   | 30183/46302 [31:58:57<17:05:52,  3.82s/it]
 65%|██████▌   | 30184/46302 [31:59:01<17:05:48,  3.82s/it]
 65%|██████▌   | 30185/46302 [31:59:05<17:05:35,  3.82s/it]
 65%|██████▌   | 30186/46302 [31:59:09<17:05:30,  3.82s/it]
 65%|██████▌   | 30187/46302 [31:59:13<17:05:25,  3.82s/it]
 65%|██████▌   | 30188/46302 [31:59:16<17:05:04,  3.82s/it]
 65%|██████▌   | 30189/46302 [31:59:20<17:05:12,  3.82s/it]
 65%|██████▌   | 30190/46302 [31:59:24<17:05:23,  3.82s/it]
 65%|██████▌   | 30191/46302 [31:59:28<17:05:14,  3.82s/it]
 65%|██████▌   | 30192/46302 [31:59:32<17:05:14,  3.82s/it]
 65%|██████▌   | 30193/46302 [31:59:36<17:05:15,  3.82s/it]
 65%|██████▌   | 30194/46302 [31:59:39<17:05:10,  3.82s/it]
 65%|██████▌   | 30195/46302 [31:59:43<17:05:10,  3.82s/it]
 65%|██████▌   | 30196/46302 [31:59:47<17:05:04,  3.82s/it]
 65%|██████▌   | 30197/46302 [31:59:51<17:04:29,  3.82s/it]
 65%|██████▌   | 30198/46302 [31:59:55<17:04:46,  3.82s/it]
 65%|██████▌   | 30199/46302 [31:59:58<17:04:52,  3.82s/it]
 65%|██████▌   | 30200/46302 [32:00:02<17:04:37,  3.82s/it]
 65%|██████▌   | 30201/46302 [32:00:06<17:04:49,  3.82s/it]
 65%|██████▌   | 30202/46302 [32:00:10<17:05:01,  3.82s/it]
 65%|██████▌   | 30203/46302 [32:00:14<17:04:52,  3.82s/it]
 65%|██████▌   | 30204/46302 [32:00:18<17:04:46,  3.82s/it]
 65%|██████▌   | 30205/46302 [32:00:21<17:04:47,  3.82s/it]
 65%|██████▌   | 30206/46302 [32:00:25<17:04:29,  3.82s/it]
 65%|██████▌   | 30207/46302 [32:00:29<17:04:12,  3.82s/it]
 65%|██████▌   | 30208/46302 [32:00:33<17:04:03,  3.82s/it]
 65%|██████▌   | 30209/46302 [32:00:37<17:03:50,  3.82s/it]
 65%|██████▌   | 30210/46302 [32:00:40<17:04:11,  3.82s/it]
 65%|██████▌   | 30211/46302 [32:00:44<17:04:20,  3.82s/it]
 65%|██████▌   | 30212/46302 [32:00:48<17:04:33,  3.82s/it]
 65%|██████▌   | 30213/46302 [32:00:52<17:04:04,  3.82s/it]
 65%|██████▌   | 30214/46302 [32:00:56<17:04:06,  3.82s/it]
 65%|██████▌   | 30215/46302 [32:01:00<17:03:58,  3.82s/it]
 65%|██████▌   | 30216/46302 [32:01:03<17:03:51,  3.82s/it]
 65%|██████▌   | 30217/46302 [32:01:07<17:03:51,  3.82s/it]
 65%|██████▌   | 30218/46302 [32:01:11<17:03:52,  3.82s/it]
 65%|██████▌   | 30219/46302 [32:01:15<17:03:50,  3.82s/it]
 65%|██████▌   | 30220/46302 [32:01:19<17:03:49,  3.82s/it]
 65%|██████▌   | 30221/46302 [32:01:22<17:03:49,  3.82s/it]
 65%|██████▌   | 30222/46302 [32:01:26<17:03:56,  3.82s/it]
 65%|██████▌   | 30223/46302 [32:01:30<17:03:57,  3.82s/it]
 65%|██████▌   | 30224/46302 [32:01:34<17:03:48,  3.82s/it]
 65%|██████▌   | 30225/46302 [32:01:38<17:03:25,  3.82s/it]
 65%|██████▌   | 30226/46302 [32:01:42<17:03:10,  3.82s/it]
 65%|██████▌   | 30227/46302 [32:01:45<17:03:06,  3.82s/it]
 65%|██████▌   | 30228/46302 [32:01:49<17:02:48,  3.82s/it]
 65%|██████▌   | 30229/46302 [32:01:53<17:02:40,  3.82s/it]
 65%|██████▌   | 30230/46302 [32:01:57<17:02:39,  3.82s/it]
 65%|██████▌   | 30231/46302 [32:02:01<17:02:30,  3.82s/it]
 65%|██████▌   | 30232/46302 [32:02:04<17:02:21,  3.82s/it]
 65%|██████▌   | 30233/46302 [32:02:08<17:02:37,  3.82s/it]
 65%|██████▌   | 30234/46302 [32:02:12<17:02:44,  3.82s/it]
 65%|██████▌   | 30235/46302 [32:02:16<17:02:33,  3.82s/it]
 65%|██████▌   | 30236/46302 [32:02:20<17:02:31,  3.82s/it]
 65%|██████▌   | 30237/46302 [32:02:24<17:02:01,  3.82s/it]
 65%|██████▌   | 30238/46302 [32:02:27<17:01:59,  3.82s/it]
 65%|██████▌   | 30239/46302 [32:02:31<17:02:07,  3.82s/it]
 65%|██████▌   | 30240/46302 [32:02:35<17:02:06,  3.82s/it]
 65%|██████▌   | 30241/46302 [32:02:39<17:02:11,  3.82s/it]
 65%|██████▌   | 30242/46302 [32:02:43<17:02:17,  3.82s/it]
 65%|██████▌   | 30243/46302 [32:02:46<17:01:51,  3.82s/it]
 65%|██████▌   | 30244/46302 [32:02:50<17:02:10,  3.82s/it]
 65%|██████▌   | 30245/46302 [32:02:54<17:02:15,  3.82s/it]
 65%|██████▌   | 30246/46302 [32:02:58<17:01:50,  3.82s/it]
 65%|██████▌   | 30247/46302 [32:03:02<17:01:25,  3.82s/it]
 65%|██████▌   | 30248/46302 [32:03:06<17:01:23,  3.82s/it]
 65%|██████▌   | 30249/46302 [32:03:09<17:01:19,  3.82s/it]
 65%|██████▌   | 30250/46302 [32:03:13<17:01:09,  3.82s/it]
 65%|██████▌   | 30251/46302 [32:03:17<17:00:47,  3.82s/it]
 65%|██████▌   | 30252/46302 [32:03:21<17:00:53,  3.82s/it]
 65%|██████▌   | 30253/46302 [32:03:25<17:00:45,  3.82s/it]
 65%|██████▌   | 30254/46302 [32:03:28<17:00:58,  3.82s/it]
 65%|██████▌   | 30255/46302 [32:03:32<17:00:34,  3.82s/it]
 65%|██████▌   | 30256/46302 [32:03:36<17:00:31,  3.82s/it]
 65%|██████▌   | 30257/46302 [32:03:40<17:00:16,  3.82s/it]
 65%|██████▌   | 30258/46302 [32:03:44<17:00:23,  3.82s/it]
 65%|██████▌   | 30259/46302 [32:03:48<17:00:15,  3.82s/it]
 65%|██████▌   | 30260/46302 [32:03:51<16:59:52,  3.81s/it]
 65%|██████▌   | 30261/46302 [32:03:55<16:59:34,  3.81s/it]
 65%|██████▌   | 30262/46302 [32:03:59<16:59:38,  3.81s/it]
 65%|██████▌   | 30263/46302 [32:04:03<16:59:45,  3.81s/it]
 65%|██████▌   | 30264/46302 [32:04:07<16:59:19,  3.81s/it]
 65%|██████▌   | 30265/46302 [32:04:10<16:59:25,  3.81s/it]
 65%|██████▌   | 30266/46302 [32:04:14<16:59:37,  3.82s/it]
 65%|██████▌   | 30267/46302 [32:04:18<16:59:37,  3.82s/it]
 65%|██████▌   | 30268/46302 [32:04:22<16:59:40,  3.82s/it]
 65%|██████▌   | 30269/46302 [32:04:26<16:59:28,  3.82s/it]
 65%|██████▌   | 30270/46302 [32:04:30<16:59:14,  3.81s/it]
 65%|██████▌   | 30271/46302 [32:04:33<16:59:13,  3.81s/it]
 65%|██████▌   | 30272/46302 [32:04:37<16:59:13,  3.81s/it]
 65%|██████▌   | 30273/46302 [32:04:41<16:59:28,  3.82s/it]
 65%|██████▌   | 30274/46302 [32:04:45<16:59:28,  3.82s/it]
 65%|██████▌   | 30275/46302 [32:04:49<16:59:08,  3.82s/it]
 65%|██████▌   | 30276/46302 [32:04:52<16:59:02,  3.82s/it]
 65%|██████▌   | 30277/46302 [32:04:56<16:58:42,  3.81s/it]
 65%|██████▌   | 30278/46302 [32:05:00<16:58:53,  3.82s/it]
 65%|██████▌   | 30279/46302 [32:05:04<16:58:56,  3.82s/it]
 65%|██████▌   | 30280/46302 [32:05:08<16:58:56,  3.82s/it]
 65%|██████▌   | 30281/46302 [32:05:11<16:58:43,  3.82s/it]
 65%|██████▌   | 30282/46302 [32:05:15<16:58:40,  3.82s/it]
 65%|██████▌   | 30283/46302 [32:05:19<16:58:27,  3.81s/it]
 65%|██████▌   | 30284/46302 [32:05:23<16:58:18,  3.81s/it]
 65%|██████▌   | 30285/46302 [32:05:27<16:58:15,  3.81s/it]
 65%|██████▌   | 30286/46302 [32:05:31<16:57:51,  3.81s/it]
 65%|██████▌   | 30287/46302 [32:05:34<16:57:51,  3.81s/it]
 65%|██████▌   | 30288/46302 [32:05:38<16:57:51,  3.81s/it]
 65%|██████▌   | 30289/46302 [32:05:42<16:57:52,  3.81s/it]
 65%|██████▌   | 30290/46302 [32:05:46<16:57:40,  3.81s/it]
 65%|██████▌   | 30291/46302 [32:05:50<16:56:34,  3.81s/it]
 65%|██████▌   | 30292/46302 [32:05:53<16:56:53,  3.81s/it]
 65%|██████▌   | 30293/46302 [32:05:57<16:57:21,  3.81s/it]
 65%|██████▌   | 30294/46302 [32:06:01<16:57:38,  3.81s/it]
 65%|██████▌   | 30295/46302 [32:06:05<16:57:26,  3.81s/it]
 65%|██████▌   | 30296/46302 [32:06:09<16:57:26,  3.81s/it]
 65%|██████▌   | 30297/46302 [32:06:12<16:57:16,  3.81s/it]
 65%|██████▌   | 30298/46302 [32:06:16<16:57:18,  3.81s/it]
 65%|██████▌   | 30299/46302 [32:06:20<16:57:14,  3.81s/it]
 65%|██████▌   | 30300/46302 [32:06:24<16:57:14,  3.81s/it]
 65%|██████▌   | 30301/46302 [32:06:28<16:57:25,  3.82s/it]
 65%|██████▌   | 30302/46302 [32:06:32<16:57:34,  3.82s/it]
 65%|██████▌   | 30303/46302 [32:06:35<16:57:34,  3.82s/it]
 65%|██████▌   | 30304/46302 [32:06:39<16:57:47,  3.82s/it]
 65%|██████▌   | 30305/46302 [32:06:43<16:57:44,  3.82s/it]
 65%|██████▌   | 30306/46302 [32:06:47<16:57:33,  3.82s/it]
 65%|██████▌   | 30307/46302 [32:06:51<16:57:35,  3.82s/it]
 65%|██████▌   | 30308/46302 [32:06:54<16:57:33,  3.82s/it]
 65%|██████▌   | 30309/46302 [32:06:58<16:57:32,  3.82s/it]
 65%|██████▌   | 30310/46302 [32:07:02<16:57:13,  3.82s/it]
 65%|██████▌   | 30311/46302 [32:07:06<16:56:52,  3.82s/it]
 65%|██████▌   | 30312/46302 [32:07:10<16:56:50,  3.82s/it]
 65%|██████▌   | 30313/46302 [32:07:14<16:56:40,  3.82s/it]
 65%|██████▌   | 30314/46302 [32:07:17<16:56:41,  3.82s/it]
 65%|██████▌   | 30315/46302 [32:07:21<16:56:46,  3.82s/it]
 65%|██████▌   | 30316/46302 [32:07:25<16:56:25,  3.81s/it]
 65%|██████▌   | 30317/46302 [32:07:29<16:56:23,  3.82s/it]
 65%|██████▌   | 30318/46302 [32:07:33<16:56:32,  3.82s/it]
 65%|██████▌   | 30319/46302 [32:07:36<16:56:17,  3.82s/it]
 65%|██████▌   | 30320/46302 [32:07:40<16:56:01,  3.81s/it]
 65%|██████▌   | 30321/46302 [32:07:44<16:55:58,  3.81s/it]
 65%|██████▌   | 30322/46302 [32:07:48<16:56:17,  3.82s/it]
 65%|██████▌   | 30323/46302 [32:07:52<16:56:05,  3.82s/it]
 65%|██████▌   | 30324/46302 [32:07:56<16:56:16,  3.82s/it]
 65%|██████▌   | 30325/46302 [32:07:59<16:56:02,  3.82s/it]
 65%|██████▌   | 30326/46302 [32:08:03<16:55:59,  3.82s/it]
 65%|██████▌   | 30327/46302 [32:08:07<16:55:40,  3.81s/it]
 66%|██████▌   | 30328/46302 [32:08:11<16:55:34,  3.81s/it]
 66%|██████▌   | 30329/46302 [32:08:15<16:55:26,  3.81s/it]
 66%|██████▌   | 30330/46302 [32:08:18<16:55:39,  3.82s/it]
 66%|██████▌   | 30331/46302 [32:08:22<16:55:50,  3.82s/it]
 66%|██████▌   | 30332/46302 [32:08:26<16:55:40,  3.82s/it]
 66%|██████▌   | 30333/46302 [32:08:30<16:55:20,  3.81s/it]
 66%|██████▌   | 30334/46302 [32:08:34<16:55:22,  3.82s/it]
 66%|██████▌   | 30335/46302 [32:08:37<16:55:04,  3.81s/it]
 66%|██████▌   | 30336/46302 [32:08:41<16:55:22,  3.82s/it]
 66%|██████▌   | 30337/46302 [32:08:45<16:55:12,  3.82s/it]
 66%|██████▌   | 30338/46302 [32:08:49<16:54:54,  3.81s/it]
 66%|██████▌   | 30339/46302 [32:08:53<16:54:44,  3.81s/it]
 66%|██████▌   | 30340/46302 [32:08:57<16:54:48,  3.81s/it]
 66%|██████▌   | 30341/46302 [32:09:00<16:54:50,  3.81s/it]
 66%|██████▌   | 30342/46302 [32:09:04<16:54:53,  3.82s/it]
 66%|██████▌   | 30343/46302 [32:09:08<16:54:48,  3.82s/it]
 66%|██████▌   | 30344/46302 [32:09:12<16:54:16,  3.81s/it]
 66%|██████▌   | 30345/46302 [32:09:16<16:54:19,  3.81s/it]
 66%|██████▌   | 30346/46302 [32:09:19<16:54:37,  3.82s/it]
 66%|██████▌   | 30347/46302 [32:09:23<16:54:43,  3.82s/it]
 66%|██████▌   | 30348/46302 [32:09:27<16:54:42,  3.82s/it]
 66%|██████▌   | 30349/46302 [32:09:31<16:54:38,  3.82s/it]
 66%|██████▌   | 30350/46302 [32:09:35<16:53:57,  3.81s/it]
 66%|██████▌   | 30351/46302 [32:09:39<16:53:44,  3.81s/it]
 66%|██████▌   | 30352/46302 [32:09:42<16:53:35,  3.81s/it]
 66%|██████▌   | 30353/46302 [32:09:46<16:53:45,  3.81s/it]
 66%|██████▌   | 30354/46302 [32:09:50<16:53:49,  3.81s/it]
 66%|██████▌   | 30355/46302 [32:09:54<16:53:29,  3.81s/it]
 66%|██████▌   | 30356/46302 [32:09:58<16:53:03,  3.81s/it]
 66%|██████▌   | 30357/46302 [32:10:01<16:52:47,  3.81s/it]
 66%|██████▌   | 30358/46302 [32:10:05<16:52:55,  3.81s/it]
 66%|██████▌   | 30359/46302 [32:10:09<16:52:57,  3.81s/it]
 66%|██████▌   | 30360/46302 [32:10:13<16:52:57,  3.81s/it]
 66%|██████▌   | 30361/46302 [32:10:17<16:53:03,  3.81s/it]
 66%|██████▌   | 30362/46302 [32:10:20<16:53:18,  3.81s/it]
 66%|██████▌   | 30363/46302 [32:10:24<16:53:26,  3.81s/it]
 66%|██████▌   | 30364/46302 [32:10:28<16:53:15,  3.81s/it]
 66%|██████▌   | 30365/46302 [32:10:32<16:52:56,  3.81s/it]
 66%|██████▌   | 30366/46302 [32:10:36<16:53:00,  3.81s/it]
 66%|██████▌   | 30367/46302 [32:10:40<16:52:38,  3.81s/it]
 66%|██████▌   | 30368/46302 [32:10:43<16:52:39,  3.81s/it]
 66%|██████▌   | 30369/46302 [32:10:47<16:52:43,  3.81s/it]
 66%|██████▌   | 30370/46302 [32:10:51<16:52:57,  3.81s/it]
 66%|██████▌   | 30371/46302 [32:10:55<16:52:48,  3.81s/it]
 66%|██████▌   | 30372/46302 [32:10:59<16:52:53,  3.82s/it]
 66%|██████▌   | 30373/46302 [32:11:02<16:52:52,  3.82s/it]
 66%|██████▌   | 30374/46302 [32:11:06<16:52:45,  3.81s/it]
 66%|██████▌   | 30375/46302 [32:11:10<16:52:37,  3.81s/it]
 66%|██████▌   | 30376/46302 [32:11:14<16:52:51,  3.82s/it]
 66%|██████▌   | 30377/46302 [32:11:18<16:52:50,  3.82s/it]
 66%|██████▌   | 30378/46302 [32:11:21<16:52:42,  3.82s/it]
 66%|██████▌   | 30379/46302 [32:11:25<16:52:50,  3.82s/it]
 66%|██████▌   | 30380/46302 [32:11:29<16:52:49,  3.82s/it]
 66%|██████▌   | 30381/46302 [32:11:33<16:52:29,  3.82s/it]
 66%|██████▌   | 30382/46302 [32:11:37<16:52:35,  3.82s/it]
 66%|██████▌   | 30383/46302 [32:11:41<16:52:28,  3.82s/it]
 66%|██████▌   | 30384/46302 [32:11:44<16:52:35,  3.82s/it]
 66%|██████▌   | 30385/46302 [32:11:48<16:52:25,  3.82s/it]
 66%|██████▌   | 30386/46302 [32:11:52<16:52:14,  3.82s/it]
 66%|██████▌   | 30387/46302 [32:11:56<16:52:10,  3.82s/it]
 66%|██████▌   | 30388/46302 [32:12:00<16:51:59,  3.82s/it]
 66%|██████▌   | 30389/46302 [32:12:03<16:52:02,  3.82s/it]
 66%|██████▌   | 30390/46302 [32:12:07<16:51:56,  3.82s/it]
 66%|██████▌   | 30391/46302 [32:12:11<16:51:37,  3.81s/it]
 66%|██████▌   | 30392/46302 [32:12:15<16:51:31,  3.81s/it]
 66%|██████▌   | 30393/46302 [32:12:19<16:51:30,  3.81s/it]
 66%|██████▌   | 30394/46302 [32:12:23<16:51:46,  3.82s/it]
 66%|██████▌   | 30395/46302 [32:12:26<16:51:26,  3.82s/it]
 66%|██████▌   | 30396/46302 [32:12:30<16:51:21,  3.82s/it]
 66%|██████▌   | 30397/46302 [32:12:34<16:51:36,  3.82s/it]
 66%|██████▌   | 30398/46302 [32:12:38<16:51:43,  3.82s/it]
 66%|██████▌   | 30399/46302 [32:12:42<16:51:47,  3.82s/it]
 66%|██████▌   | 30400/46302 [32:12:45<16:51:39,  3.82s/it]
 66%|██████▌   | 30401/46302 [32:12:49<16:51:16,  3.82s/it]
 66%|██████▌   | 30402/46302 [32:12:53<16:51:00,  3.82s/it]
 66%|██████▌   | 30403/46302 [32:12:57<16:51:07,  3.82s/it]
 66%|██████▌   | 30404/46302 [32:13:01<16:51:27,  3.82s/it]
 66%|██████▌   | 30405/46302 [32:13:05<16:51:23,  3.82s/it]
 66%|██████▌   | 30406/46302 [32:13:08<16:51:08,  3.82s/it]
 66%|██████▌   | 30407/46302 [32:13:12<16:51:08,  3.82s/it]
 66%|██████▌   | 30408/46302 [32:13:16<16:51:06,  3.82s/it]
 66%|██████▌   | 30409/46302 [32:13:20<16:50:56,  3.82s/it]
 66%|██████▌   | 30410/46302 [32:13:24<16:51:05,  3.82s/it]
 66%|██████▌   | 30411/46302 [32:13:27<16:50:47,  3.82s/it]
 66%|██████▌   | 30412/46302 [32:13:31<16:50:50,  3.82s/it]
 66%|██████▌   | 30413/46302 [32:13:35<16:50:42,  3.82s/it]
 66%|██████▌   | 30414/46302 [32:13:39<16:50:21,  3.82s/it]
 66%|██████▌   | 30415/46302 [32:13:43<16:50:04,  3.81s/it]
 66%|██████▌   | 30416/46302 [32:13:47<16:50:17,  3.82s/it]
 66%|██████▌   | 30417/46302 [32:13:50<16:50:05,  3.82s/it]
 66%|██████▌   | 30418/46302 [32:13:54<16:50:08,  3.82s/it]
 66%|██████▌   | 30419/46302 [32:13:58<16:49:53,  3.81s/it]
 66%|██████▌   | 30420/46302 [32:14:02<16:50:03,  3.82s/it]
 66%|██████▌   | 30421/46302 [32:14:06<16:49:43,  3.81s/it]
 66%|██████▌   | 30422/46302 [32:14:09<16:49:31,  3.81s/it]
 66%|██████▌   | 30423/46302 [32:14:13<16:48:57,  3.81s/it]
 66%|██████▌   | 30424/46302 [32:14:17<16:48:47,  3.81s/it]
 66%|██████▌   | 30425/46302 [32:14:21<16:48:54,  3.81s/it]
 66%|██████▌   | 30426/46302 [32:14:25<16:48:56,  3.81s/it]
 66%|██████▌   | 30427/46302 [32:14:28<16:48:57,  3.81s/it]
 66%|██████▌   | 30428/46302 [32:14:32<16:48:57,  3.81s/it]
 66%|██████▌   | 30429/46302 [32:14:36<16:48:34,  3.81s/it]
 66%|██████▌   | 30430/46302 [32:14:40<16:48:39,  3.81s/it]
 66%|██████▌   | 30431/46302 [32:14:44<16:48:48,  3.81s/it]
 66%|██████▌   | 30432/46302 [32:14:48<16:48:50,  3.81s/it]
 66%|██████▌   | 30433/46302 [32:14:51<16:48:46,  3.81s/it]
 66%|██████▌   | 30434/46302 [32:14:55<16:48:56,  3.82s/it]
 66%|██████▌   | 30435/46302 [32:14:59<16:48:42,  3.81s/it]
 66%|██████▌   | 30436/46302 [32:15:03<16:48:33,  3.81s/it]
 66%|██████▌   | 30437/46302 [32:15:07<16:48:24,  3.81s/it]
 66%|██████▌   | 30438/46302 [32:15:10<16:48:05,  3.81s/it]
 66%|██████▌   | 30439/46302 [32:15:14<16:47:48,  3.81s/it]
 66%|██████▌   | 30440/46302 [32:15:18<16:48:12,  3.81s/it]
 66%|██████▌   | 30441/46302 [32:15:22<16:48:09,  3.81s/it]
 66%|██████▌   | 30442/46302 [32:15:26<16:48:15,  3.81s/it]
 66%|██████▌   | 30443/46302 [32:15:29<16:48:03,  3.81s/it]
 66%|██████▌   | 30444/46302 [32:15:33<16:47:54,  3.81s/it]
 66%|██████▌   | 30445/46302 [32:15:37<16:47:54,  3.81s/it]
 66%|██████▌   | 30446/46302 [32:15:41<16:47:56,  3.81s/it]
 66%|██████▌   | 30447/46302 [32:15:45<16:48:07,  3.82s/it]
 66%|██████▌   | 30448/46302 [32:15:49<16:48:03,  3.82s/it]
 66%|██████▌   | 30449/46302 [32:15:52<16:47:55,  3.81s/it]
 66%|██████▌   | 30450/46302 [32:15:56<16:47:49,  3.81s/it]
 66%|██████▌   | 30451/46302 [32:16:00<16:47:59,  3.82s/it]
 66%|██████▌   | 30452/46302 [32:16:04<16:48:00,  3.82s/it]
 66%|██████▌   | 30453/46302 [32:16:08<16:47:41,  3.81s/it]
 66%|██████▌   | 30454/46302 [32:16:11<16:47:39,  3.81s/it]
 66%|██████▌   | 30455/46302 [32:16:15<16:47:25,  3.81s/it]
 66%|██████▌   | 30456/46302 [32:16:19<16:47:34,  3.82s/it]
 66%|██████▌   | 30457/46302 [32:16:23<16:47:13,  3.81s/it]
 66%|██████▌   | 30458/46302 [32:16:27<16:47:10,  3.81s/it]
 66%|██████▌   | 30459/46302 [32:16:31<16:46:54,  3.81s/it]
 66%|██████▌   | 30460/46302 [32:16:34<16:46:47,  3.81s/it]
 66%|██████▌   | 30461/46302 [32:16:38<16:46:53,  3.81s/it]
 66%|██████▌   | 30462/46302 [32:16:42<16:47:04,  3.81s/it]
 66%|██████▌   | 30463/46302 [32:16:46<16:47:15,  3.82s/it]
 66%|██████▌   | 30464/46302 [32:16:50<16:47:12,  3.82s/it]
 66%|██████▌   | 30465/46302 [32:16:53<16:47:16,  3.82s/it]
 66%|██████▌   | 30466/46302 [32:16:57<16:47:29,  3.82s/it]
 66%|██████▌   | 30467/46302 [32:17:01<16:47:22,  3.82s/it]
 66%|██████▌   | 30468/46302 [32:17:05<16:46:57,  3.82s/it]
 66%|██████▌   | 30469/46302 [32:17:09<16:46:37,  3.81s/it]
 66%|██████▌   | 30470/46302 [32:17:12<16:46:40,  3.82s/it]
 66%|██████▌   | 30471/46302 [32:17:16<16:46:11,  3.81s/it]
 66%|██████▌   | 30472/46302 [32:17:20<16:46:04,  3.81s/it]
 66%|██████▌   | 30473/46302 [32:17:24<16:45:55,  3.81s/it]
 66%|██████▌   | 30474/46302 [32:17:28<16:46:06,  3.81s/it]
 66%|██████▌   | 30475/46302 [32:17:32<16:45:56,  3.81s/it]
 66%|██████▌   | 30476/46302 [32:17:35<16:46:11,  3.81s/it]
 66%|██████▌   | 30477/46302 [32:17:39<16:46:03,  3.81s/it]
 66%|██████▌   | 30478/46302 [32:17:43<16:46:12,  3.82s/it]
 66%|██████▌   | 30479/46302 [32:17:47<16:45:48,  3.81s/it]
 66%|██████▌   | 30480/46302 [32:17:51<16:45:24,  3.81s/it]
 66%|██████▌   | 30481/46302 [32:17:54<16:45:22,  3.81s/it]
 66%|██████▌   | 30482/46302 [32:17:58<16:45:24,  3.81s/it]
 66%|██████▌   | 30483/46302 [32:18:02<16:45:16,  3.81s/it]
 66%|██████▌   | 30484/46302 [32:18:06<16:45:10,  3.81s/it]
 66%|██████▌   | 30485/46302 [32:18:10<16:45:11,  3.81s/it]
 66%|██████▌   | 30486/46302 [32:18:13<16:45:18,  3.81s/it]
 66%|██████▌   | 30487/46302 [32:18:17<16:45:16,  3.81s/it]
 66%|██████▌   | 30488/46302 [32:18:21<16:44:59,  3.81s/it]
 66%|██████▌   | 30489/46302 [32:18:25<16:45:06,  3.81s/it]
 66%|██████▌   | 30490/46302 [32:18:29<16:44:57,  3.81s/it]
 66%|██████▌   | 30491/46302 [32:18:33<16:45:14,  3.81s/it]
 66%|██████▌   | 30492/46302 [32:18:36<16:45:36,  3.82s/it]
 66%|██████▌   | 30493/46302 [32:18:40<16:45:40,  3.82s/it]
 66%|██████▌   | 30494/46302 [32:18:44<16:45:48,  3.82s/it]
 66%|██████▌   | 30495/46302 [32:18:48<16:45:27,  3.82s/it]
 66%|██████▌   | 30496/46302 [32:18:52<16:45:21,  3.82s/it]
 66%|██████▌   | 30497/46302 [32:18:55<16:45:24,  3.82s/it]
 66%|██████▌   | 30498/46302 [32:18:59<16:45:39,  3.82s/it]
 66%|██████▌   | 30499/46302 [32:19:03<16:45:48,  3.82s/it]
 66%|██████▌   | 30500/46302 [32:19:07<16:45:52,  3.82s/it]
                                                           
{'loss': 3.176, 'learning_rate': 0.0017440731093549956, 'epoch': 0.66}

 66%|██████▌   | 30500/46302 [32:19:07<16:45:52,  3.82s/it]
 66%|██████▌   | 30501/46302 [32:19:11<16:45:48,  3.82s/it]
 66%|██████▌   | 30502/46302 [32:19:15<16:45:42,  3.82s/it]
 66%|██████▌   | 30503/46302 [32:19:18<16:45:30,  3.82s/it]
 66%|██████▌   | 30504/46302 [32:19:22<16:45:11,  3.82s/it]
 66%|██████▌   | 30505/46302 [32:19:26<16:44:59,  3.82s/it]
 66%|██████▌   | 30506/46302 [32:19:30<16:45:11,  3.82s/it]
 66%|██████▌   | 30507/46302 [32:19:34<16:45:21,  3.82s/it]
 66%|██████▌   | 30508/46302 [32:19:37<16:45:26,  3.82s/it]
 66%|██████▌   | 30509/46302 [32:19:41<16:45:30,  3.82s/it]
 66%|██████▌   | 30510/46302 [32:19:45<16:45:07,  3.82s/it]
 66%|██████▌   | 30511/46302 [32:19:49<16:45:13,  3.82s/it]
 66%|██████▌   | 30512/46302 [32:19:53<16:45:09,  3.82s/it]
 66%|██████▌   | 30513/46302 [32:19:57<16:45:11,  3.82s/it]
 66%|██████▌   | 30514/46302 [32:20:00<16:45:19,  3.82s/it]
 66%|██████▌   | 30515/46302 [32:20:04<16:45:05,  3.82s/it]
 66%|██████▌   | 30516/46302 [32:20:08<16:44:31,  3.82s/it]
 66%|██████▌   | 30517/46302 [32:20:12<16:44:28,  3.82s/it]
 66%|██████▌   | 30518/46302 [32:20:16<16:44:18,  3.82s/it]
 66%|██████▌   | 30519/46302 [32:20:19<16:44:19,  3.82s/it]
 66%|██████▌   | 30520/46302 [32:20:23<16:44:16,  3.82s/it]
 66%|██████▌   | 30521/46302 [32:20:27<16:44:32,  3.82s/it]
 66%|██████▌   | 30522/46302 [32:20:31<16:44:36,  3.82s/it]
 66%|██████▌   | 30523/46302 [32:20:35<16:44:40,  3.82s/it]
 66%|██████▌   | 30524/46302 [32:20:39<16:44:34,  3.82s/it]
 66%|██████▌   | 30525/46302 [32:20:42<16:44:46,  3.82s/it]
 66%|██████▌   | 30526/46302 [32:20:46<16:44:33,  3.82s/it]
 66%|██████▌   | 30527/46302 [32:20:50<16:44:25,  3.82s/it]
 66%|██████▌   | 30528/46302 [32:20:54<16:44:10,  3.82s/it]
 66%|██████▌   | 30529/46302 [32:20:58<16:43:58,  3.82s/it]
 66%|██████▌   | 30530/46302 [32:21:02<16:43:54,  3.82s/it]
 66%|██████▌   | 30531/46302 [32:21:05<16:43:29,  3.82s/it]
 66%|██████▌   | 30532/46302 [32:21:09<16:43:26,  3.82s/it]
 66%|██████▌   | 30533/46302 [32:21:13<16:42:24,  3.81s/it]
 66%|██████▌   | 30534/46302 [32:21:17<16:42:24,  3.81s/it]
 66%|██████▌   | 30535/46302 [32:21:21<16:42:41,  3.82s/it]
 66%|██████▌   | 30536/46302 [32:21:24<16:42:38,  3.82s/it]
 66%|██████▌   | 30537/46302 [32:21:28<16:42:35,  3.82s/it]
 66%|██████▌   | 30538/46302 [32:21:32<16:42:46,  3.82s/it]
 66%|██████▌   | 30539/46302 [32:21:36<16:42:37,  3.82s/it]
 66%|██████▌   | 30540/46302 [32:21:40<16:42:26,  3.82s/it]
 66%|██████▌   | 30541/46302 [32:21:43<16:42:34,  3.82s/it]
 66%|██████▌   | 30542/46302 [32:21:47<16:42:24,  3.82s/it]
 66%|██████▌   | 30543/46302 [32:21:51<16:42:16,  3.82s/it]
 66%|██████▌   | 30544/46302 [32:21:55<16:41:26,  3.81s/it]
 66%|██████▌   | 30545/46302 [32:21:59<16:41:25,  3.81s/it]
 66%|██████▌   | 30546/46302 [32:22:03<16:41:42,  3.81s/it]
 66%|██████▌   | 30547/46302 [32:22:06<16:42:10,  3.82s/it]
 66%|██████▌   | 30548/46302 [32:22:10<16:42:17,  3.82s/it]
 66%|██████▌   | 30549/46302 [32:22:14<16:42:22,  3.82s/it]
 66%|██████▌   | 30550/46302 [32:22:18<16:42:15,  3.82s/it]
 66%|██████▌   | 30551/46302 [32:22:22<16:42:05,  3.82s/it]
 66%|██████▌   | 30552/46302 [32:22:25<16:41:49,  3.82s/it]
 66%|██████▌   | 30553/46302 [32:22:29<16:41:11,  3.81s/it]
 66%|██████▌   | 30554/46302 [32:22:33<16:40:43,  3.81s/it]
 66%|██████▌   | 30555/46302 [32:22:37<16:40:56,  3.81s/it]
 66%|██████▌   | 30556/46302 [32:22:41<16:41:13,  3.82s/it]
 66%|██████▌   | 30557/46302 [32:22:45<16:41:21,  3.82s/it]
 66%|██████▌   | 30558/46302 [32:22:48<16:41:26,  3.82s/it]
 66%|██████▌   | 30559/46302 [32:22:52<16:41:04,  3.82s/it]
 66%|██████▌   | 30560/46302 [32:22:56<16:41:05,  3.82s/it]
 66%|██████▌   | 30561/46302 [32:23:00<16:41:03,  3.82s/it]
 66%|██████▌   | 30562/46302 [32:23:04<16:41:13,  3.82s/it]
 66%|██████▌   | 30563/46302 [32:23:07<16:41:30,  3.82s/it]
 66%|██████▌   | 30564/46302 [32:23:11<16:41:06,  3.82s/it]
 66%|██████▌   | 30565/46302 [32:23:15<16:41:19,  3.82s/it]
 66%|██████▌   | 30566/46302 [32:23:19<16:41:07,  3.82s/it]
 66%|██████▌   | 30567/46302 [32:23:23<16:41:06,  3.82s/it]
 66%|██████▌   | 30568/46302 [32:23:27<16:40:45,  3.82s/it]
 66%|██████▌   | 30569/46302 [32:23:30<16:40:19,  3.81s/it]
 66%|██████▌   | 30570/46302 [32:23:34<16:40:23,  3.82s/it]
 66%|██████▌   | 30571/46302 [32:23:38<16:40:43,  3.82s/it]
 66%|██████▌   | 30572/46302 [32:23:42<16:40:35,  3.82s/it]
 66%|██████▌   | 30573/46302 [32:23:46<16:40:45,  3.82s/it]
 66%|██████▌   | 30574/46302 [32:23:49<16:40:15,  3.82s/it]
 66%|██████▌   | 30575/46302 [32:23:53<16:40:44,  3.82s/it]
 66%|██████▌   | 30576/46302 [32:23:57<16:40:40,  3.82s/it]
 66%|██████▌   | 30577/46302 [32:24:01<16:40:30,  3.82s/it]
 66%|██████▌   | 30578/46302 [32:24:05<16:40:33,  3.82s/it]
 66%|██████▌   | 30579/46302 [32:24:09<16:40:15,  3.82s/it]
 66%|██████▌   | 30580/46302 [32:24:12<16:40:11,  3.82s/it]
 66%|██████▌   | 30581/46302 [32:24:16<16:40:02,  3.82s/it]
 66%|██████▌   | 30582/46302 [32:24:20<16:40:25,  3.82s/it]
 66%|██████▌   | 30583/46302 [32:24:24<16:40:00,  3.82s/it]
 66%|██████▌   | 30584/46302 [32:24:28<16:39:58,  3.82s/it]
 66%|██████▌   | 30585/46302 [32:24:31<16:39:28,  3.82s/it]
 66%|██████▌   | 30586/46302 [32:24:35<16:39:38,  3.82s/it]
 66%|██████▌   | 30587/46302 [32:24:39<16:39:48,  3.82s/it]
 66%|██████▌   | 30588/46302 [32:24:43<16:39:23,  3.82s/it]
 66%|██████▌   | 30589/46302 [32:24:47<16:39:04,  3.81s/it]
 66%|██████▌   | 30590/46302 [32:24:50<16:38:26,  3.81s/it]
 66%|██████▌   | 30591/46302 [32:24:54<16:37:32,  3.81s/it]
 66%|██████▌   | 30592/46302 [32:24:58<16:38:15,  3.81s/it]
 66%|██████▌   | 30593/46302 [32:25:02<16:38:38,  3.81s/it]
 66%|██████▌   | 30594/46302 [32:25:06<16:38:48,  3.82s/it]
 66%|██████▌   | 30595/46302 [32:25:10<16:38:03,  3.81s/it]
 66%|██████▌   | 30596/46302 [32:25:13<16:38:24,  3.81s/it]
 66%|██████▌   | 30597/46302 [32:25:17<16:37:52,  3.81s/it]
 66%|██████▌   | 30598/46302 [32:25:21<16:38:17,  3.81s/it]
 66%|██████▌   | 30599/46302 [32:25:25<16:38:41,  3.82s/it]
 66%|██████▌   | 30600/46302 [32:25:29<16:38:06,  3.81s/it]
 66%|██████▌   | 30601/46302 [32:25:32<16:37:21,  3.81s/it]
 66%|██████▌   | 30602/46302 [32:25:36<16:37:05,  3.81s/it]
 66%|██████▌   | 30603/46302 [32:25:40<16:37:30,  3.81s/it]
 66%|██████▌   | 30604/46302 [32:25:44<16:36:25,  3.81s/it]
 66%|██████▌   | 30605/46302 [32:25:48<16:36:25,  3.81s/it]
 66%|██████▌   | 30606/46302 [32:25:51<16:36:42,  3.81s/it]
 66%|██████▌   | 30607/46302 [32:25:55<16:36:52,  3.81s/it]
 66%|██████▌   | 30608/46302 [32:25:59<16:37:23,  3.81s/it]
 66%|██████▌   | 30609/46302 [32:26:03<16:37:38,  3.81s/it]
 66%|██████▌   | 30610/46302 [32:26:07<16:37:47,  3.82s/it]
 66%|██████▌   | 30611/46302 [32:26:11<16:38:04,  3.82s/it]
 66%|██████▌   | 30612/46302 [32:26:14<16:37:48,  3.82s/it]
 66%|██████▌   | 30613/46302 [32:26:18<16:37:42,  3.82s/it]
 66%|██████▌   | 30614/46302 [32:26:22<16:37:19,  3.81s/it]
 66%|██████▌   | 30615/46302 [32:26:26<16:37:20,  3.81s/it]
 66%|██████▌   | 30616/46302 [32:26:30<16:37:03,  3.81s/it]
 66%|██████▌   | 30617/46302 [32:26:33<16:37:01,  3.81s/it]
 66%|██████▌   | 30618/46302 [32:26:37<16:37:04,  3.81s/it]
 66%|██████▌   | 30619/46302 [32:26:41<16:37:11,  3.82s/it]
 66%|██████▌   | 30620/46302 [32:26:45<16:37:13,  3.82s/it]
 66%|██████▌   | 30621/46302 [32:26:49<16:37:19,  3.82s/it]
 66%|██████▌   | 30622/46302 [32:26:53<16:36:42,  3.81s/it]
 66%|██████▌   | 30623/46302 [32:26:56<16:36:26,  3.81s/it]
 66%|██████▌   | 30624/46302 [32:27:00<16:36:55,  3.82s/it]
 66%|██████▌   | 30625/46302 [32:27:04<16:37:03,  3.82s/it]
 66%|██████▌   | 30626/46302 [32:27:08<16:36:36,  3.81s/it]
 66%|██████▌   | 30627/46302 [32:27:12<16:36:42,  3.82s/it]
 66%|██████▌   | 30628/46302 [32:27:15<16:36:24,  3.81s/it]
 66%|██████▌   | 30629/46302 [32:27:19<16:36:45,  3.82s/it]
 66%|██████▌   | 30630/46302 [32:27:23<16:36:39,  3.82s/it]
 66%|██████▌   | 30631/46302 [32:27:27<16:36:40,  3.82s/it]
 66%|██████▌   | 30632/46302 [32:27:31<16:36:15,  3.81s/it]
 66%|██████▌   | 30633/46302 [32:27:34<16:36:33,  3.82s/it]
 66%|██████▌   | 30634/46302 [32:27:38<16:36:22,  3.82s/it]
 66%|██████▌   | 30635/46302 [32:27:42<16:36:33,  3.82s/it]
 66%|██████▌   | 30636/46302 [32:27:46<16:35:48,  3.81s/it]
 66%|██████▌   | 30637/46302 [32:27:50<16:35:10,  3.81s/it]
 66%|██████▌   | 30638/46302 [32:27:54<16:35:23,  3.81s/it]
 66%|██████▌   | 30639/46302 [32:27:57<16:34:58,  3.81s/it]
 66%|██████▌   | 30640/46302 [32:28:01<16:35:24,  3.81s/it]
 66%|██████▌   | 30641/46302 [32:28:05<16:35:38,  3.81s/it]
 66%|██████▌   | 30642/46302 [32:28:09<16:35:43,  3.82s/it]
 66%|██████▌   | 30643/46302 [32:28:13<16:36:04,  3.82s/it]
 66%|██████▌   | 30644/46302 [32:28:16<16:35:53,  3.82s/it]
 66%|██████▌   | 30645/46302 [32:28:20<16:36:08,  3.82s/it]
 66%|██████▌   | 30646/46302 [32:28:24<16:35:58,  3.82s/it]
 66%|██████▌   | 30647/46302 [32:28:28<16:35:54,  3.82s/it]
 66%|██████▌   | 30648/46302 [32:28:32<16:35:46,  3.82s/it]
 66%|██████▌   | 30649/46302 [32:28:36<16:35:57,  3.82s/it]
 66%|██████▌   | 30650/46302 [32:28:39<16:35:52,  3.82s/it]
 66%|██████▌   | 30651/46302 [32:28:43<16:36:12,  3.82s/it]
 66%|██████▌   | 30652/46302 [32:28:47<16:36:14,  3.82s/it]
 66%|██████▌   | 30653/46302 [32:28:51<16:35:59,  3.82s/it]
 66%|██████▌   | 30654/46302 [32:28:55<16:35:25,  3.82s/it]
 66%|██████▌   | 30655/46302 [32:28:58<16:35:38,  3.82s/it]
 66%|██████▌   | 30656/46302 [32:29:02<16:35:41,  3.82s/it]
 66%|██████▌   | 30657/46302 [32:29:06<16:35:42,  3.82s/it]
 66%|██████▌   | 30658/46302 [32:29:10<16:35:19,  3.82s/it]
 66%|██████▌   | 30659/46302 [32:29:14<16:35:01,  3.82s/it]
 66%|██████▌   | 30660/46302 [32:29:18<16:34:55,  3.82s/it]
 66%|██████▌   | 30661/46302 [32:29:21<16:34:47,  3.82s/it]
 66%|██████▌   | 30662/46302 [32:29:25<16:34:45,  3.82s/it]
 66%|██████▌   | 30663/46302 [32:29:29<16:35:01,  3.82s/it]
 66%|██████▌   | 30664/46302 [32:29:33<16:35:03,  3.82s/it]
 66%|██████▌   | 30665/46302 [32:29:37<16:34:50,  3.82s/it]
 66%|██████▌   | 30666/46302 [32:29:40<16:34:40,  3.82s/it]
 66%|██████▌   | 30667/46302 [32:29:44<16:34:29,  3.82s/it]
 66%|██████▌   | 30668/46302 [32:29:48<16:34:41,  3.82s/it]
 66%|██████▌   | 30669/46302 [32:29:52<16:34:49,  3.82s/it]
 66%|██████▌   | 30670/46302 [32:29:56<16:34:37,  3.82s/it]
 66%|██████▌   | 30671/46302 [32:30:00<16:34:39,  3.82s/it]
 66%|██████▌   | 30672/46302 [32:30:03<16:34:36,  3.82s/it]
 66%|██████▌   | 30673/46302 [32:30:07<16:34:38,  3.82s/it]
 66%|██████▌   | 30674/46302 [32:30:11<16:34:43,  3.82s/it]
 66%|██████▌   | 30675/46302 [32:30:15<16:34:50,  3.82s/it]
 66%|██████▋   | 30676/46302 [32:30:19<16:34:27,  3.82s/it]
 66%|██████▋   | 30677/46302 [32:30:22<16:34:38,  3.82s/it]
 66%|██████▋   | 30678/46302 [32:30:26<16:34:33,  3.82s/it]
 66%|██████▋   | 30679/46302 [32:30:30<16:34:25,  3.82s/it]
 66%|██████▋   | 30680/46302 [32:30:34<16:34:17,  3.82s/it]
 66%|██████▋   | 30681/46302 [32:30:38<16:33:55,  3.82s/it]
 66%|██████▋   | 30682/46302 [32:30:42<16:33:31,  3.82s/it]
 66%|██████▋   | 30683/46302 [32:30:45<16:33:10,  3.82s/it]
 66%|██████▋   | 30684/46302 [32:30:49<16:32:54,  3.81s/it]
 66%|██████▋   | 30685/46302 [32:30:53<16:33:12,  3.82s/it]
 66%|██████▋   | 30686/46302 [32:30:57<16:33:21,  3.82s/it]
 66%|██████▋   | 30687/46302 [32:31:01<16:33:17,  3.82s/it]
 66%|██████▋   | 30688/46302 [32:31:04<16:33:16,  3.82s/it]
 66%|██████▋   | 30689/46302 [32:31:08<16:33:18,  3.82s/it]
 66%|██████▋   | 30690/46302 [32:31:12<16:33:21,  3.82s/it]
 66%|██████▋   | 30691/46302 [32:31:16<16:33:15,  3.82s/it]
 66%|██████▋   | 30692/46302 [32:31:20<16:32:59,  3.82s/it]
 66%|██████▋   | 30693/46302 [32:31:23<16:33:14,  3.82s/it]
 66%|██████▋   | 30694/46302 [32:31:27<16:32:59,  3.82s/it]
 66%|██████▋   | 30695/46302 [32:31:31<16:33:07,  3.82s/it]
 66%|██████▋   | 30696/46302 [32:31:35<16:33:08,  3.82s/it]
 66%|██████▋   | 30697/46302 [32:31:39<16:33:12,  3.82s/it]
 66%|██████▋   | 30698/46302 [32:31:43<16:33:15,  3.82s/it]
 66%|██████▋   | 30699/46302 [32:31:46<16:33:09,  3.82s/it]
 66%|██████▋   | 30700/46302 [32:31:50<16:32:36,  3.82s/it]
 66%|██████▋   | 30701/46302 [32:31:54<16:32:13,  3.82s/it]
 66%|██████▋   | 30702/46302 [32:31:58<16:32:23,  3.82s/it]
 66%|██████▋   | 30703/46302 [32:32:02<16:32:34,  3.82s/it]
 66%|██████▋   | 30704/46302 [32:32:05<16:32:25,  3.82s/it]
 66%|██████▋   | 30705/46302 [32:32:09<16:32:23,  3.82s/it]
 66%|██████▋   | 30706/46302 [32:32:13<16:32:07,  3.82s/it]
 66%|██████▋   | 30707/46302 [32:32:17<16:31:54,  3.82s/it]
 66%|██████▋   | 30708/46302 [32:32:21<16:31:45,  3.82s/it]
 66%|██████▋   | 30709/46302 [32:32:25<16:31:33,  3.82s/it]
 66%|██████▋   | 30710/46302 [32:32:28<16:31:30,  3.82s/it]
 66%|██████▋   | 30711/46302 [32:32:32<16:31:34,  3.82s/it]
 66%|██████▋   | 30712/46302 [32:32:36<16:31:23,  3.82s/it]
 66%|██████▋   | 30713/46302 [32:32:40<16:31:31,  3.82s/it]
 66%|██████▋   | 30714/46302 [32:32:44<16:31:07,  3.81s/it]
 66%|██████▋   | 30715/46302 [32:32:47<16:31:09,  3.82s/it]
 66%|██████▋   | 30716/46302 [32:32:51<16:31:02,  3.82s/it]
 66%|██████▋   | 30717/46302 [32:32:55<16:30:49,  3.81s/it]
 66%|██████▋   | 30718/46302 [32:32:59<16:30:30,  3.81s/it]
 66%|██████▋   | 30719/46302 [32:33:03<16:30:31,  3.81s/it]
 66%|██████▋   | 30720/46302 [32:33:07<16:30:26,  3.81s/it]
 66%|██████▋   | 30721/46302 [32:33:10<16:30:35,  3.81s/it]
 66%|██████▋   | 30722/46302 [32:33:14<16:30:43,  3.82s/it]
 66%|██████▋   | 30723/46302 [32:33:18<16:30:39,  3.82s/it]
 66%|██████▋   | 30724/46302 [32:33:22<16:30:34,  3.82s/it]
 66%|██████▋   | 30725/46302 [32:33:26<16:30:30,  3.82s/it]
 66%|██████▋   | 30726/46302 [32:33:29<16:30:36,  3.82s/it]
 66%|██████▋   | 30727/46302 [32:33:33<16:30:46,  3.82s/it]
 66%|██████▋   | 30728/46302 [32:33:37<16:30:30,  3.82s/it]
 66%|██████▋   | 30729/46302 [32:33:41<16:30:17,  3.82s/it]
 66%|██████▋   | 30730/46302 [32:33:45<16:30:31,  3.82s/it]
 66%|██████▋   | 30731/46302 [32:33:49<16:30:23,  3.82s/it]
 66%|██████▋   | 30732/46302 [32:33:52<16:30:23,  3.82s/it]
 66%|██████▋   | 30733/46302 [32:33:56<16:30:27,  3.82s/it]
 66%|██████▋   | 30734/46302 [32:34:00<16:30:23,  3.82s/it]
 66%|██████▋   | 30735/46302 [32:34:04<16:30:25,  3.82s/it]
 66%|██████▋   | 30736/46302 [32:34:08<16:30:10,  3.82s/it]
 66%|██████▋   | 30737/46302 [32:34:11<16:30:16,  3.82s/it]
 66%|██████▋   | 30738/46302 [32:34:15<16:30:19,  3.82s/it]
 66%|██████▋   | 30739/46302 [32:34:19<16:30:28,  3.82s/it]
 66%|██████▋   | 30740/46302 [32:34:23<16:30:19,  3.82s/it]
 66%|██████▋   | 30741/46302 [32:34:27<16:30:16,  3.82s/it]
 66%|██████▋   | 30742/46302 [32:34:31<16:29:47,  3.82s/it]
 66%|██████▋   | 30743/46302 [32:34:34<16:29:25,  3.82s/it]
 66%|██████▋   | 30744/46302 [32:34:38<16:29:35,  3.82s/it]
 66%|██████▋   | 30745/46302 [32:34:42<16:29:18,  3.82s/it]
 66%|██████▋   | 30746/46302 [32:34:46<16:29:08,  3.82s/it]
 66%|██████▋   | 30747/46302 [32:34:50<16:29:09,  3.82s/it]
 66%|██████▋   | 30748/46302 [32:34:53<16:29:22,  3.82s/it]
 66%|██████▋   | 30749/46302 [32:34:57<16:29:09,  3.82s/it]
 66%|██████▋   | 30750/46302 [32:35:01<16:28:52,  3.82s/it]
 66%|██████▋   | 30751/46302 [32:35:05<16:28:54,  3.82s/it]
 66%|██████▋   | 30752/46302 [32:35:09<16:28:54,  3.82s/it]
 66%|██████▋   | 30753/46302 [32:35:12<16:28:47,  3.82s/it]
 66%|██████▋   | 30754/46302 [32:35:16<16:28:56,  3.82s/it]
 66%|██████▋   | 30755/46302 [32:35:20<16:29:11,  3.82s/it]
 66%|██████▋   | 30756/46302 [32:35:24<16:29:08,  3.82s/it]
 66%|██████▋   | 30757/46302 [32:35:28<16:28:55,  3.82s/it]
 66%|██████▋   | 30758/46302 [32:35:32<16:28:34,  3.82s/it]
 66%|██████▋   | 30759/46302 [32:35:35<16:28:28,  3.82s/it]
 66%|██████▋   | 30760/46302 [32:35:39<16:28:19,  3.82s/it]
 66%|██████▋   | 30761/46302 [32:35:43<16:28:14,  3.82s/it]
 66%|██████▋   | 30762/46302 [32:35:47<16:28:07,  3.82s/it]
 66%|██████▋   | 30763/46302 [32:35:51<16:28:25,  3.82s/it]
 66%|██████▋   | 30764/46302 [32:35:54<16:28:15,  3.82s/it]
 66%|██████▋   | 30765/46302 [32:35:58<16:27:54,  3.82s/it]
 66%|██████▋   | 30766/46302 [32:36:02<16:27:54,  3.82s/it]
 66%|██████▋   | 30767/46302 [32:36:06<16:27:58,  3.82s/it]
 66%|██████▋   | 30768/46302 [32:36:10<16:28:02,  3.82s/it]
 66%|██████▋   | 30769/46302 [32:36:14<16:28:11,  3.82s/it]
 66%|██████▋   | 30770/46302 [32:36:17<16:28:07,  3.82s/it]
 66%|██████▋   | 30771/46302 [32:36:21<16:28:01,  3.82s/it]
 66%|██████▋   | 30772/46302 [32:36:25<16:27:59,  3.82s/it]
 66%|██████▋   | 30773/46302 [32:36:29<16:27:52,  3.82s/it]
 66%|██████▋   | 30774/46302 [32:36:33<16:27:41,  3.82s/it]
 66%|██████▋   | 30775/46302 [32:36:36<16:27:46,  3.82s/it]
 66%|██████▋   | 30776/46302 [32:36:40<16:27:42,  3.82s/it]
 66%|██████▋   | 30777/46302 [32:36:44<16:27:45,  3.82s/it]
 66%|██████▋   | 30778/46302 [32:36:48<16:27:37,  3.82s/it]
 66%|██████▋   | 30779/46302 [32:36:52<16:27:47,  3.82s/it]
 66%|██████▋   | 30780/46302 [32:36:56<16:27:37,  3.82s/it]
 66%|██████▋   | 30781/46302 [32:36:59<16:27:40,  3.82s/it]
 66%|██████▋   | 30782/46302 [32:37:03<16:27:19,  3.82s/it]
 66%|██████▋   | 30783/46302 [32:37:07<16:27:03,  3.82s/it]
 66%|██████▋   | 30784/46302 [32:37:11<16:26:59,  3.82s/it]
 66%|██████▋   | 30785/46302 [32:37:15<16:27:05,  3.82s/it]
 66%|██████▋   | 30786/46302 [32:37:18<16:26:41,  3.82s/it]
 66%|██████▋   | 30787/46302 [32:37:22<16:26:33,  3.82s/it]
 66%|██████▋   | 30788/46302 [32:37:26<16:26:26,  3.82s/it]
 66%|██████▋   | 30789/46302 [32:37:30<16:26:35,  3.82s/it]
 66%|██████▋   | 30790/46302 [32:37:34<16:26:32,  3.82s/it]
 67%|██████▋   | 30791/46302 [32:37:37<16:26:28,  3.82s/it]
 67%|██████▋   | 30792/46302 [32:37:41<16:26:31,  3.82s/it]
 67%|██████▋   | 30793/46302 [32:37:45<16:26:19,  3.82s/it]
 67%|██████▋   | 30794/46302 [32:37:49<16:26:23,  3.82s/it]
 67%|██████▋   | 30795/46302 [32:37:53<16:26:20,  3.82s/it]
 67%|██████▋   | 30796/46302 [32:37:57<16:26:13,  3.82s/it]
 67%|██████▋   | 30797/46302 [32:38:00<16:25:55,  3.82s/it]
 67%|██████▋   | 30798/46302 [32:38:04<16:25:52,  3.82s/it]
 67%|██████▋   | 30799/46302 [32:38:08<16:25:32,  3.81s/it]
 67%|██████▋   | 30800/46302 [32:38:12<16:25:45,  3.82s/it]
 67%|██████▋   | 30801/46302 [32:38:16<16:25:30,  3.81s/it]
 67%|██████▋   | 30802/46302 [32:38:19<16:25:15,  3.81s/it]
 67%|██████▋   | 30803/46302 [32:38:23<16:25:06,  3.81s/it]
 67%|██████▋   | 30804/46302 [32:38:27<16:25:22,  3.81s/it]
 67%|██████▋   | 30805/46302 [32:38:31<16:25:14,  3.81s/it]
 67%|██████▋   | 30806/46302 [32:38:35<16:25:18,  3.82s/it]
 67%|██████▋   | 30807/46302 [32:38:39<16:24:59,  3.81s/it]
 67%|██████▋   | 30808/46302 [32:38:42<16:24:53,  3.81s/it]
 67%|██████▋   | 30809/46302 [32:38:46<16:24:51,  3.81s/it]
 67%|██████▋   | 30810/46302 [32:38:50<16:24:25,  3.81s/it]
 67%|██████▋   | 30811/46302 [32:38:54<16:24:23,  3.81s/it]
 67%|██████▋   | 30812/46302 [32:38:58<16:24:06,  3.81s/it]
 67%|██████▋   | 30813/46302 [32:39:01<16:24:26,  3.81s/it]
 67%|██████▋   | 30814/46302 [32:39:05<16:24:36,  3.81s/it]
 67%|██████▋   | 30815/46302 [32:39:09<16:24:57,  3.82s/it]
 67%|██████▋   | 30816/46302 [32:39:13<16:25:01,  3.82s/it]
 67%|██████▋   | 30817/46302 [32:39:17<16:25:01,  3.82s/it]
 67%|██████▋   | 30818/46302 [32:39:20<16:24:55,  3.82s/it]
 67%|██████▋   | 30819/46302 [32:39:24<16:25:07,  3.82s/it]
 67%|██████▋   | 30820/46302 [32:39:28<16:24:42,  3.82s/it]
 67%|██████▋   | 30821/46302 [32:39:32<16:24:39,  3.82s/it]
 67%|██████▋   | 30822/46302 [32:39:36<16:24:48,  3.82s/it]
 67%|██████▋   | 30823/46302 [32:39:40<16:24:43,  3.82s/it]
 67%|██████▋   | 30824/46302 [32:39:43<16:24:20,  3.82s/it]
 67%|██████▋   | 30825/46302 [32:39:47<16:24:31,  3.82s/it]
 67%|██████▋   | 30826/46302 [32:39:51<16:24:09,  3.82s/it]
 67%|██████▋   | 30827/46302 [32:39:55<16:24:17,  3.82s/it]
 67%|██████▋   | 30828/46302 [32:39:59<16:23:58,  3.82s/it]
 67%|██████▋   | 30829/46302 [32:40:02<16:23:50,  3.82s/it]
 67%|██████▋   | 30830/46302 [32:40:06<16:23:43,  3.81s/it]
 67%|██████▋   | 30831/46302 [32:40:10<16:23:50,  3.82s/it]
 67%|██████▋   | 30832/46302 [32:40:14<16:23:58,  3.82s/it]
 67%|██████▋   | 30833/46302 [32:40:18<16:23:43,  3.82s/it]
 67%|██████▋   | 30834/46302 [32:40:22<16:23:28,  3.81s/it]
 67%|██████▋   | 30835/46302 [32:40:25<16:23:30,  3.82s/it]
 67%|██████▋   | 30836/46302 [32:40:29<16:23:32,  3.82s/it]
 67%|██████▋   | 30837/46302 [32:40:33<16:23:20,  3.82s/it]
 67%|██████▋   | 30838/46302 [32:40:37<16:22:58,  3.81s/it]
 67%|██████▋   | 30839/46302 [32:40:41<16:23:12,  3.82s/it]
 67%|██████▋   | 30840/46302 [32:40:44<16:23:07,  3.82s/it]
 67%|██████▋   | 30841/46302 [32:40:48<16:23:13,  3.82s/it]
 67%|██████▋   | 30842/46302 [32:40:52<16:22:47,  3.81s/it]
 67%|██████▋   | 30843/46302 [32:40:56<16:22:51,  3.81s/it]
 67%|██████▋   | 30844/46302 [32:41:00<16:22:39,  3.81s/it]
 67%|██████▋   | 30845/46302 [32:41:04<16:23:00,  3.82s/it]
 67%|██████▋   | 30846/46302 [32:41:07<16:23:02,  3.82s/it]
 67%|██████▋   | 30847/46302 [32:41:11<16:23:04,  3.82s/it]
 67%|██████▋   | 30848/46302 [32:41:15<16:22:47,  3.82s/it]
 67%|██████▋   | 30849/46302 [32:41:19<16:23:07,  3.82s/it]
 67%|██████▋   | 30850/46302 [32:41:23<16:22:58,  3.82s/it]
 67%|██████▋   | 30851/46302 [32:41:26<16:22:43,  3.82s/it]
 67%|██████▋   | 30852/46302 [32:41:30<16:22:30,  3.82s/it]
 67%|██████▋   | 30853/46302 [32:41:34<16:22:41,  3.82s/it]
 67%|██████▋   | 30854/46302 [32:41:38<16:22:26,  3.82s/it]
 67%|██████▋   | 30855/46302 [32:41:42<16:22:40,  3.82s/it]
 67%|██████▋   | 30856/46302 [32:41:46<16:22:35,  3.82s/it]
 67%|██████▋   | 30857/46302 [32:41:49<16:22:52,  3.82s/it]
 67%|██████▋   | 30858/46302 [32:41:53<16:22:54,  3.82s/it]
 67%|██████▋   | 30859/46302 [32:41:57<16:22:46,  3.82s/it]
 67%|██████▋   | 30860/46302 [32:42:01<16:22:49,  3.82s/it]
 67%|██████▋   | 30861/46302 [32:42:05<16:22:57,  3.82s/it]
 67%|██████▋   | 30862/46302 [32:42:08<16:22:42,  3.82s/it]
 67%|██████▋   | 30863/46302 [32:42:12<16:22:28,  3.82s/it]
 67%|██████▋   | 30864/46302 [32:42:16<16:22:20,  3.82s/it]
 67%|██████▋   | 30865/46302 [32:42:20<16:22:12,  3.82s/it]
 67%|██████▋   | 30866/46302 [32:42:24<16:22:00,  3.82s/it]
 67%|██████▋   | 30867/46302 [32:42:28<16:22:07,  3.82s/it]
 67%|██████▋   | 30868/46302 [32:42:31<16:22:06,  3.82s/it]
 67%|██████▋   | 30869/46302 [32:42:35<16:22:04,  3.82s/it]
 67%|██████▋   | 30870/46302 [32:42:39<16:21:52,  3.82s/it]
 67%|██████▋   | 30871/46302 [32:42:43<16:21:41,  3.82s/it]
 67%|██████▋   | 30872/46302 [32:42:47<16:21:46,  3.82s/it]
 67%|██████▋   | 30873/46302 [32:42:50<16:21:38,  3.82s/it]
 67%|██████▋   | 30874/46302 [32:42:54<16:21:24,  3.82s/it]
 67%|██████▋   | 30875/46302 [32:42:58<16:21:09,  3.82s/it]
 67%|██████▋   | 30876/46302 [32:43:02<16:20:58,  3.82s/it]
 67%|██████▋   | 30877/46302 [32:43:06<16:20:52,  3.82s/it]
 67%|██████▋   | 30878/46302 [32:43:09<16:20:41,  3.81s/it]
 67%|██████▋   | 30879/46302 [32:43:13<16:20:54,  3.82s/it]
 67%|██████▋   | 30880/46302 [32:43:17<16:20:30,  3.81s/it]
 67%|██████▋   | 30881/46302 [32:43:21<16:20:31,  3.82s/it]
 67%|██████▋   | 30882/46302 [32:43:25<16:20:37,  3.82s/it]
 67%|██████▋   | 30883/46302 [32:43:29<16:20:48,  3.82s/it]
 67%|██████▋   | 30884/46302 [32:43:32<16:20:48,  3.82s/it]
 67%|██████▋   | 30885/46302 [32:43:36<16:20:45,  3.82s/it]
 67%|██████▋   | 30886/46302 [32:43:40<16:20:29,  3.82s/it]
 67%|██████▋   | 30887/46302 [32:43:44<16:20:43,  3.82s/it]
 67%|██████▋   | 30888/46302 [32:43:48<16:20:41,  3.82s/it]
 67%|██████▋   | 30889/46302 [32:43:51<16:20:42,  3.82s/it]
 67%|██████▋   | 30890/46302 [32:43:55<16:20:20,  3.82s/it]
 67%|██████▋   | 30891/46302 [32:43:59<16:19:51,  3.81s/it]
 67%|██████▋   | 30892/46302 [32:44:03<16:19:51,  3.82s/it]
 67%|██████▋   | 30893/46302 [32:44:07<16:20:01,  3.82s/it]
 67%|██████▋   | 30894/46302 [32:44:11<16:20:21,  3.82s/it]
 67%|██████▋   | 30895/46302 [32:44:14<16:20:37,  3.82s/it]
 67%|██████▋   | 30896/46302 [32:44:18<16:20:17,  3.82s/it]
 67%|██████▋   | 30897/46302 [32:44:22<16:20:26,  3.82s/it]
 67%|██████▋   | 30898/46302 [32:44:26<16:20:04,  3.82s/it]
 67%|██████▋   | 30899/46302 [32:44:30<16:19:37,  3.82s/it]
 67%|██████▋   | 30900/46302 [32:44:33<16:19:40,  3.82s/it]
 67%|██████▋   | 30901/46302 [32:44:37<16:19:38,  3.82s/it]
 67%|██████▋   | 30902/46302 [32:44:41<16:19:26,  3.82s/it]
 67%|██████▋   | 30903/46302 [32:44:45<16:19:34,  3.82s/it]
 67%|██████▋   | 30904/46302 [32:44:49<16:19:32,  3.82s/it]
 67%|██████▋   | 30905/46302 [32:44:53<16:19:22,  3.82s/it]
 67%|██████▋   | 30906/46302 [32:44:56<16:19:24,  3.82s/it]
 67%|██████▋   | 30907/46302 [32:45:00<16:19:31,  3.82s/it]
 67%|██████▋   | 30908/46302 [32:45:04<16:19:31,  3.82s/it]
 67%|██████▋   | 30909/46302 [32:45:08<16:19:38,  3.82s/it]
 67%|██████▋   | 30910/46302 [32:45:12<16:19:27,  3.82s/it]
 67%|██████▋   | 30911/46302 [32:45:15<16:19:20,  3.82s/it]
 67%|██████▋   | 30912/46302 [32:45:19<16:19:15,  3.82s/it]
 67%|██████▋   | 30913/46302 [32:45:23<16:18:51,  3.82s/it]
 67%|██████▋   | 30914/46302 [32:45:27<16:18:18,  3.81s/it]
 67%|██████▋   | 30915/46302 [32:45:31<16:18:07,  3.81s/it]
 67%|██████▋   | 30916/46302 [32:45:35<16:17:55,  3.81s/it]
 67%|██████▋   | 30917/46302 [32:45:38<16:18:09,  3.81s/it]
 67%|██████▋   | 30918/46302 [32:45:42<16:18:22,  3.82s/it]
 67%|██████▋   | 30919/46302 [32:45:46<16:18:11,  3.82s/it]
 67%|██████▋   | 30920/46302 [32:45:50<16:17:52,  3.81s/it]
 67%|██████▋   | 30921/46302 [32:45:54<16:18:14,  3.82s/it]
 67%|██████▋   | 30922/46302 [32:45:57<16:18:47,  3.82s/it]
 67%|██████▋   | 30923/46302 [32:46:01<16:18:48,  3.82s/it]
 67%|██████▋   | 30924/46302 [32:46:05<16:18:27,  3.82s/it]
 67%|██████▋   | 30925/46302 [32:46:09<16:18:32,  3.82s/it]
 67%|██████▋   | 30926/46302 [32:46:13<16:18:34,  3.82s/it]
 67%|██████▋   | 30927/46302 [32:46:17<16:18:28,  3.82s/it]
 67%|██████▋   | 30928/46302 [32:46:20<16:17:57,  3.82s/it]
 67%|██████▋   | 30929/46302 [32:46:24<16:17:53,  3.82s/it]
 67%|██████▋   | 30930/46302 [32:46:28<16:17:37,  3.82s/it]
 67%|██████▋   | 30931/46302 [32:46:32<16:17:19,  3.81s/it]
 67%|██████▋   | 30932/46302 [32:46:36<16:17:28,  3.82s/it]
 67%|██████▋   | 30933/46302 [32:46:39<16:17:39,  3.82s/it]
 67%|██████▋   | 30934/46302 [32:46:43<16:17:40,  3.82s/it]
 67%|██████▋   | 30935/46302 [32:46:47<16:17:35,  3.82s/it]
 67%|██████▋   | 30936/46302 [32:46:51<16:17:36,  3.82s/it]
 67%|██████▋   | 30937/46302 [32:46:55<16:17:35,  3.82s/it]
 67%|██████▋   | 30938/46302 [32:46:58<16:17:33,  3.82s/it]
 67%|██████▋   | 30939/46302 [32:47:02<16:17:14,  3.82s/it]
 67%|██████▋   | 30940/46302 [32:47:06<16:17:01,  3.82s/it]
 67%|██████▋   | 30941/46302 [32:47:10<16:16:47,  3.82s/it]
 67%|██████▋   | 30942/46302 [32:47:14<16:17:00,  3.82s/it]
 67%|██████▋   | 30943/46302 [32:47:18<16:17:01,  3.82s/it]
 67%|██████▋   | 30944/46302 [32:47:21<16:17:05,  3.82s/it]
 67%|██████▋   | 30945/46302 [32:47:25<16:16:52,  3.82s/it]
 67%|██████▋   | 30946/46302 [32:47:29<16:17:08,  3.82s/it]
 67%|██████▋   | 30947/46302 [32:47:33<16:17:02,  3.82s/it]
 67%|██████▋   | 30948/46302 [32:47:37<16:16:59,  3.82s/it]
 67%|██████▋   | 30949/46302 [32:47:40<16:17:12,  3.82s/it]
 67%|██████▋   | 30950/46302 [32:47:44<16:16:50,  3.82s/it]
 67%|██████▋   | 30951/46302 [32:47:48<16:16:53,  3.82s/it]
 67%|██████▋   | 30952/46302 [32:47:52<16:16:35,  3.82s/it]
 67%|██████▋   | 30953/46302 [32:47:56<16:16:29,  3.82s/it]
 67%|██████▋   | 30954/46302 [32:48:00<16:16:36,  3.82s/it]
 67%|██████▋   | 30955/46302 [32:48:03<16:16:36,  3.82s/it]
 67%|██████▋   | 30956/46302 [32:48:07<16:16:45,  3.82s/it]
 67%|██████▋   | 30957/46302 [32:48:11<16:16:45,  3.82s/it]
 67%|██████▋   | 30958/46302 [32:48:15<16:16:42,  3.82s/it]
 67%|██████▋   | 30959/46302 [32:48:19<16:16:27,  3.82s/it]
 67%|██████▋   | 30960/46302 [32:48:22<16:16:39,  3.82s/it]
 67%|██████▋   | 30961/46302 [32:48:26<16:16:25,  3.82s/it]
 67%|██████▋   | 30962/46302 [32:48:30<16:16:29,  3.82s/it]
 67%|██████▋   | 30963/46302 [32:48:34<16:16:29,  3.82s/it]
 67%|██████▋   | 30964/46302 [32:48:38<16:16:25,  3.82s/it]
 67%|██████▋   | 30965/46302 [32:48:42<16:16:21,  3.82s/it]
 67%|██████▋   | 30966/46302 [32:48:45<16:16:15,  3.82s/it]
 67%|██████▋   | 30967/46302 [32:48:49<16:15:59,  3.82s/it]
 67%|██████▋   | 30968/46302 [32:48:53<16:16:03,  3.82s/it]
 67%|██████▋   | 30969/46302 [32:48:57<16:15:49,  3.82s/it]
 67%|██████▋   | 30970/46302 [32:49:01<16:15:39,  3.82s/it]
 67%|██████▋   | 30971/46302 [32:49:04<16:15:38,  3.82s/it]
 67%|██████▋   | 30972/46302 [32:49:08<16:15:45,  3.82s/it]
 67%|██████▋   | 30973/46302 [32:49:12<16:15:39,  3.82s/it]
 67%|██████▋   | 30974/46302 [32:49:16<16:15:27,  3.82s/it]
 67%|██████▋   | 30975/46302 [32:49:20<16:15:16,  3.82s/it]
 67%|██████▋   | 30976/46302 [32:49:24<16:14:57,  3.82s/it]
 67%|██████▋   | 30977/46302 [32:49:27<16:15:15,  3.82s/it]
 67%|██████▋   | 30978/46302 [32:49:31<16:15:09,  3.82s/it]
 67%|██████▋   | 30979/46302 [32:49:35<16:15:08,  3.82s/it]
 67%|██████▋   | 30980/46302 [32:49:39<16:14:57,  3.82s/it]
 67%|██████▋   | 30981/46302 [32:49:43<16:15:01,  3.82s/it]
 67%|██████▋   | 30982/46302 [32:49:46<16:15:13,  3.82s/it]
 67%|██████▋   | 30983/46302 [32:49:50<16:15:13,  3.82s/it]
 67%|██████▋   | 30984/46302 [32:49:54<16:14:38,  3.82s/it]
 67%|██████▋   | 30985/46302 [32:49:58<16:14:33,  3.82s/it]
 67%|██████▋   | 30986/46302 [32:50:02<16:14:38,  3.82s/it]
 67%|██████▋   | 30987/46302 [32:50:06<16:14:47,  3.82s/it]
 67%|██████▋   | 30988/46302 [32:50:09<16:14:46,  3.82s/it]
 67%|██████▋   | 30989/46302 [32:50:13<16:14:57,  3.82s/it]
 67%|██████▋   | 30990/46302 [32:50:17<16:14:50,  3.82s/it]
 67%|██████▋   | 30991/46302 [32:50:21<16:14:43,  3.82s/it]
 67%|██████▋   | 30992/46302 [32:50:25<16:14:43,  3.82s/it]
 67%|██████▋   | 30993/46302 [32:50:29<16:14:35,  3.82s/it]
 67%|██████▋   | 30994/46302 [32:50:32<16:14:31,  3.82s/it]
 67%|██████▋   | 30995/46302 [32:50:36<16:14:21,  3.82s/it]
 67%|██████▋   | 30996/46302 [32:50:40<16:14:04,  3.82s/it]
 67%|██████▋   | 30997/46302 [32:50:44<16:14:12,  3.82s/it]
 67%|██████▋   | 30998/46302 [32:50:48<16:14:08,  3.82s/it]
 67%|██████▋   | 30999/46302 [32:50:51<16:14:05,  3.82s/it]
 67%|██████▋   | 31000/46302 [32:50:55<16:13:58,  3.82s/it]
                                                           
{'loss': 3.1668, 'learning_rate': 0.0016888879078186395, 'epoch': 0.67}

 67%|██████▋   | 31000/46302 [32:50:55<16:13:58,  3.82s/it]
 67%|██████▋   | 31001/46302 [32:50:59<16:14:16,  3.82s/it]
 67%|██████▋   | 31002/46302 [32:51:03<16:14:07,  3.82s/it]
 67%|██████▋   | 31003/46302 [32:51:07<16:13:42,  3.82s/it]
 67%|██████▋   | 31004/46302 [32:51:11<16:13:57,  3.82s/it]
 67%|██████▋   | 31005/46302 [32:51:14<16:14:08,  3.82s/it]
 67%|██████▋   | 31006/46302 [32:51:18<16:14:01,  3.82s/it]
 67%|██████▋   | 31007/46302 [32:51:22<16:14:00,  3.82s/it]
 67%|██████▋   | 31008/46302 [32:51:26<16:13:53,  3.82s/it]
 67%|██████▋   | 31009/46302 [32:51:30<16:13:35,  3.82s/it]
 67%|██████▋   | 31010/46302 [32:51:33<16:13:47,  3.82s/it]
 67%|██████▋   | 31011/46302 [32:51:37<16:13:29,  3.82s/it]
 67%|██████▋   | 31012/46302 [32:51:41<16:13:25,  3.82s/it]
 67%|██████▋   | 31013/46302 [32:51:45<16:13:07,  3.82s/it]
 67%|██████▋   | 31014/46302 [32:51:49<16:13:09,  3.82s/it]
 67%|██████▋   | 31015/46302 [32:51:53<16:12:58,  3.82s/it]
 67%|██████▋   | 31016/46302 [32:51:56<16:12:55,  3.82s/it]
 67%|██████▋   | 31017/46302 [32:52:00<16:12:41,  3.82s/it]
 67%|██████▋   | 31018/46302 [32:52:04<16:12:52,  3.82s/it]
 67%|██████▋   | 31019/46302 [32:52:08<16:12:55,  3.82s/it]
 67%|██████▋   | 31020/46302 [32:52:12<16:12:41,  3.82s/it]
 67%|██████▋   | 31021/46302 [32:52:15<16:12:26,  3.82s/it]
 67%|██████▋   | 31022/46302 [32:52:19<16:12:12,  3.82s/it]
 67%|██████▋   | 31023/46302 [32:52:23<16:12:18,  3.82s/it]
 67%|██████▋   | 31024/46302 [32:52:27<16:12:23,  3.82s/it]
 67%|██████▋   | 31025/46302 [32:52:31<16:11:54,  3.82s/it]
 67%|██████▋   | 31026/46302 [32:52:35<16:11:54,  3.82s/it]
 67%|██████▋   | 31027/46302 [32:52:38<16:11:28,  3.82s/it]
 67%|██████▋   | 31028/46302 [32:52:42<16:11:34,  3.82s/it]
 67%|██████▋   | 31029/46302 [32:52:46<16:11:33,  3.82s/it]
 67%|██████▋   | 31030/46302 [32:52:50<16:11:42,  3.82s/it]
 67%|██████▋   | 31031/46302 [32:52:54<16:11:37,  3.82s/it]
 67%|██████▋   | 31032/46302 [32:52:57<16:11:49,  3.82s/it]
 67%|██████▋   | 31033/46302 [32:53:01<16:11:25,  3.82s/it]
 67%|██████▋   | 31034/46302 [32:53:05<16:11:21,  3.82s/it]
 67%|██████▋   | 31035/46302 [32:53:09<16:11:11,  3.82s/it]
 67%|██████▋   | 31036/46302 [32:53:13<16:11:15,  3.82s/it]
 67%|██████▋   | 31037/46302 [32:53:17<16:11:10,  3.82s/it]
 67%|██████▋   | 31038/46302 [32:53:20<16:11:29,  3.82s/it]
 67%|██████▋   | 31039/46302 [32:53:24<16:11:13,  3.82s/it]
 67%|██████▋   | 31040/46302 [32:53:28<16:11:17,  3.82s/it]
 67%|██████▋   | 31041/46302 [32:53:32<16:11:09,  3.82s/it]
 67%|██████▋   | 31042/46302 [32:53:36<16:11:05,  3.82s/it]
 67%|██████▋   | 31043/46302 [32:53:39<16:10:44,  3.82s/it]
 67%|██████▋   | 31044/46302 [32:53:43<16:10:46,  3.82s/it]
 67%|██████▋   | 31045/46302 [32:53:47<16:10:17,  3.82s/it]
 67%|██████▋   | 31046/46302 [32:53:51<16:10:25,  3.82s/it]
 67%|██████▋   | 31047/46302 [32:53:55<16:10:10,  3.82s/it]
 67%|██████▋   | 31048/46302 [32:53:59<16:10:11,  3.82s/it]
 67%|██████▋   | 31049/46302 [32:54:02<16:10:25,  3.82s/it]
 67%|██████▋   | 31050/46302 [32:54:06<16:10:13,  3.82s/it]
 67%|██████▋   | 31051/46302 [32:54:10<16:10:09,  3.82s/it]
 67%|██████▋   | 31052/46302 [32:54:14<16:09:53,  3.82s/it]
 67%|██████▋   | 31053/46302 [32:54:18<16:09:51,  3.82s/it]
 67%|██████▋   | 31054/46302 [32:54:21<16:10:06,  3.82s/it]
 67%|██████▋   | 31055/46302 [32:54:25<16:09:49,  3.82s/it]
 67%|██████▋   | 31056/46302 [32:54:29<16:09:49,  3.82s/it]
 67%|██████▋   | 31057/46302 [32:54:33<16:09:49,  3.82s/it]
 67%|██████▋   | 31058/46302 [32:54:37<16:09:56,  3.82s/it]
 67%|██████▋   | 31059/46302 [32:54:41<16:10:04,  3.82s/it]
 67%|██████▋   | 31060/46302 [32:54:44<16:09:57,  3.82s/it]
 67%|██████▋   | 31061/46302 [32:54:48<16:09:47,  3.82s/it]
 67%|██████▋   | 31062/46302 [32:54:52<16:09:32,  3.82s/it]
 67%|██████▋   | 31063/46302 [32:54:56<16:09:43,  3.82s/it]
 67%|██████▋   | 31064/46302 [32:55:00<16:09:26,  3.82s/it]
 67%|██████▋   | 31065/46302 [32:55:03<16:09:13,  3.82s/it]
 67%|██████▋   | 31066/46302 [32:55:07<16:09:08,  3.82s/it]
 67%|██████▋   | 31067/46302 [32:55:11<16:09:21,  3.82s/it]
 67%|██████▋   | 31068/46302 [32:55:15<16:09:18,  3.82s/it]
 67%|██████▋   | 31069/46302 [32:55:19<16:09:22,  3.82s/it]
 67%|██████▋   | 31070/46302 [32:55:22<16:09:18,  3.82s/it]
 67%|██████▋   | 31071/46302 [32:55:26<16:09:21,  3.82s/it]
 67%|██████▋   | 31072/46302 [32:55:30<16:09:15,  3.82s/it]
 67%|██████▋   | 31073/46302 [32:55:34<16:09:00,  3.82s/it]
 67%|██████▋   | 31074/46302 [32:55:38<16:09:12,  3.82s/it]
 67%|██████▋   | 31075/46302 [32:55:42<16:09:09,  3.82s/it]
 67%|██████▋   | 31076/46302 [32:55:45<16:09:06,  3.82s/it]
 67%|██████▋   | 31077/46302 [32:55:49<16:09:06,  3.82s/it]
 67%|██████▋   | 31078/46302 [32:55:53<16:08:55,  3.82s/it]
 67%|██████▋   | 31079/46302 [32:55:57<16:08:43,  3.82s/it]
 67%|██████▋   | 31080/46302 [32:56:01<16:08:31,  3.82s/it]
 67%|██████▋   | 31081/46302 [32:56:04<16:08:14,  3.82s/it]
 67%|██████▋   | 31082/46302 [32:56:08<16:08:20,  3.82s/it]
 67%|██████▋   | 31083/46302 [32:56:12<16:08:09,  3.82s/it]
 67%|██████▋   | 31084/46302 [32:56:16<16:08:19,  3.82s/it]
 67%|██████▋   | 31085/46302 [32:56:20<16:08:21,  3.82s/it]
 67%|██████▋   | 31086/46302 [32:56:24<16:08:14,  3.82s/it]
 67%|██████▋   | 31087/46302 [32:56:27<16:07:54,  3.82s/it]
 67%|██████▋   | 31088/46302 [32:56:31<16:07:41,  3.82s/it]
 67%|██████▋   | 31089/46302 [32:56:35<16:07:52,  3.82s/it]
 67%|██████▋   | 31090/46302 [32:56:39<16:08:02,  3.82s/it]
 67%|██████▋   | 31091/46302 [32:56:43<16:07:47,  3.82s/it]
 67%|██████▋   | 31092/46302 [32:56:46<16:07:54,  3.82s/it]
 67%|██████▋   | 31093/46302 [32:56:50<16:07:45,  3.82s/it]
 67%|██████▋   | 31094/46302 [32:56:54<16:07:50,  3.82s/it]
 67%|██████▋   | 31095/46302 [32:56:58<16:07:48,  3.82s/it]
 67%|██████▋   | 31096/46302 [32:57:02<16:08:09,  3.82s/it]
 67%|██████▋   | 31097/46302 [32:57:06<16:07:59,  3.82s/it]
 67%|██████▋   | 31098/46302 [32:57:09<16:07:58,  3.82s/it]
 67%|██████▋   | 31099/46302 [32:57:13<16:07:41,  3.82s/it]
 67%|██████▋   | 31100/46302 [32:57:17<16:07:08,  3.82s/it]
 67%|██████▋   | 31101/46302 [32:57:21<16:06:56,  3.82s/it]
 67%|██████▋   | 31102/46302 [32:57:25<16:06:59,  3.82s/it]
 67%|██████▋   | 31103/46302 [32:57:28<16:06:45,  3.82s/it]
 67%|██████▋   | 31104/46302 [32:57:32<16:06:49,  3.82s/it]
 67%|██████▋   | 31105/46302 [32:57:36<16:06:58,  3.82s/it]
 67%|██████▋   | 31106/46302 [32:57:40<16:07:00,  3.82s/it]
 67%|██████▋   | 31107/46302 [32:57:44<16:06:51,  3.82s/it]
 67%|██████▋   | 31108/46302 [32:57:48<16:06:48,  3.82s/it]
 67%|██████▋   | 31109/46302 [32:57:51<16:06:43,  3.82s/it]
 67%|██████▋   | 31110/46302 [32:57:55<16:06:49,  3.82s/it]
 67%|██████▋   | 31111/46302 [32:57:59<16:06:55,  3.82s/it]
 67%|██████▋   | 31112/46302 [32:58:03<16:06:58,  3.82s/it]
 67%|██████▋   | 31113/46302 [32:58:07<16:06:42,  3.82s/it]
 67%|██████▋   | 31114/46302 [32:58:10<16:06:46,  3.82s/it]
 67%|██████▋   | 31115/46302 [32:58:14<16:06:38,  3.82s/it]
 67%|██████▋   | 31116/46302 [32:58:18<16:06:33,  3.82s/it]
 67%|██████▋   | 31117/46302 [32:58:22<16:06:07,  3.82s/it]
 67%|██████▋   | 31118/46302 [32:58:26<16:06:05,  3.82s/it]
 67%|██████▋   | 31119/46302 [32:58:30<16:06:16,  3.82s/it]
 67%|██████▋   | 31120/46302 [32:58:33<16:06:05,  3.82s/it]
 67%|██████▋   | 31121/46302 [32:58:37<16:06:00,  3.82s/it]
 67%|██████▋   | 31122/46302 [32:58:41<16:06:09,  3.82s/it]
 67%|██████▋   | 31123/46302 [32:58:45<16:06:22,  3.82s/it]
 67%|██████▋   | 31124/46302 [32:58:49<16:06:19,  3.82s/it]
 67%|██████▋   | 31125/46302 [32:58:52<16:05:58,  3.82s/it]
 67%|██████▋   | 31126/46302 [32:58:56<16:06:06,  3.82s/it]
 67%|██████▋   | 31127/46302 [32:59:00<16:05:39,  3.82s/it]
 67%|██████▋   | 31128/46302 [32:59:04<16:05:46,  3.82s/it]
 67%|██████▋   | 31129/46302 [32:59:08<16:05:53,  3.82s/it]
 67%|██████▋   | 31130/46302 [32:59:12<16:05:52,  3.82s/it]
 67%|██████▋   | 31131/46302 [32:59:15<16:05:36,  3.82s/it]
 67%|██████▋   | 31132/46302 [32:59:19<16:05:30,  3.82s/it]
 67%|██████▋   | 31133/46302 [32:59:23<16:05:19,  3.82s/it]
 67%|██████▋   | 31134/46302 [32:59:27<16:05:26,  3.82s/it]
 67%|██████▋   | 31135/46302 [32:59:31<16:05:15,  3.82s/it]
 67%|██████▋   | 31136/46302 [32:59:34<16:04:44,  3.82s/it]
 67%|██████▋   | 31137/46302 [32:59:38<16:04:34,  3.82s/it]
 67%|██████▋   | 31138/46302 [32:59:42<16:04:36,  3.82s/it]
 67%|██████▋   | 31139/46302 [32:59:46<16:04:35,  3.82s/it]
 67%|██████▋   | 31140/46302 [32:59:50<16:04:36,  3.82s/it]
 67%|██████▋   | 31141/46302 [32:59:54<16:04:22,  3.82s/it]
 67%|██████▋   | 31142/46302 [32:59:57<16:04:29,  3.82s/it]
 67%|██████▋   | 31143/46302 [33:00:01<16:04:25,  3.82s/it]
 67%|██████▋   | 31144/46302 [33:00:05<16:04:27,  3.82s/it]
 67%|██████▋   | 31145/46302 [33:00:09<16:04:14,  3.82s/it]
 67%|██████▋   | 31146/46302 [33:00:13<16:04:29,  3.82s/it]
 67%|██████▋   | 31147/46302 [33:00:16<16:04:38,  3.82s/it]
 67%|██████▋   | 31148/46302 [33:00:20<16:04:28,  3.82s/it]
 67%|██████▋   | 31149/46302 [33:00:24<16:04:20,  3.82s/it]
 67%|██████▋   | 31150/46302 [33:00:28<16:04:26,  3.82s/it]
 67%|██████▋   | 31151/46302 [33:00:32<16:04:16,  3.82s/it]
 67%|██████▋   | 31152/46302 [33:00:36<16:04:23,  3.82s/it]
 67%|██████▋   | 31153/46302 [33:00:39<16:04:09,  3.82s/it]
 67%|██████▋   | 31154/46302 [33:00:43<16:03:56,  3.82s/it]
 67%|██████▋   | 31155/46302 [33:00:47<16:04:00,  3.82s/it]
 67%|██████▋   | 31156/46302 [33:00:51<16:03:55,  3.82s/it]
 67%|██████▋   | 31157/46302 [33:00:55<16:04:00,  3.82s/it]
 67%|██████▋   | 31158/46302 [33:00:59<16:03:51,  3.82s/it]
 67%|██████▋   | 31159/46302 [33:01:02<16:03:53,  3.82s/it]
 67%|██████▋   | 31160/46302 [33:01:06<16:04:10,  3.82s/it]
 67%|██████▋   | 31161/46302 [33:01:10<16:04:04,  3.82s/it]
 67%|██████▋   | 31162/46302 [33:01:14<16:04:13,  3.82s/it]
 67%|██████▋   | 31163/46302 [33:01:18<16:04:14,  3.82s/it]
 67%|██████▋   | 31164/46302 [33:01:21<16:04:05,  3.82s/it]
 67%|██████▋   | 31165/46302 [33:01:25<16:03:42,  3.82s/it]
 67%|██████▋   | 31166/46302 [33:01:29<16:03:47,  3.82s/it]
 67%|██████▋   | 31167/46302 [33:01:33<16:03:43,  3.82s/it]
 67%|██████▋   | 31168/46302 [33:01:37<16:03:28,  3.82s/it]
 67%|██████▋   | 31169/46302 [33:01:41<16:03:14,  3.82s/it]
 67%|██████▋   | 31170/46302 [33:01:44<16:03:25,  3.82s/it]
 67%|██████▋   | 31171/46302 [33:01:48<16:03:03,  3.82s/it]
 67%|██████▋   | 31172/46302 [33:01:52<16:03:02,  3.82s/it]
 67%|██████▋   | 31173/46302 [33:01:56<16:03:00,  3.82s/it]
 67%|██████▋   | 31174/46302 [33:02:00<16:02:54,  3.82s/it]
 67%|██████▋   | 31175/46302 [33:02:03<16:02:44,  3.82s/it]
 67%|██████▋   | 31176/46302 [33:02:07<16:02:50,  3.82s/it]
 67%|██████▋   | 31177/46302 [33:02:11<16:02:52,  3.82s/it]
 67%|██████▋   | 31178/46302 [33:02:15<16:02:47,  3.82s/it]
 67%|██████▋   | 31179/46302 [33:02:19<16:02:39,  3.82s/it]
 67%|██████▋   | 31180/46302 [33:02:23<16:02:46,  3.82s/it]
 67%|██████▋   | 31181/46302 [33:02:26<16:02:28,  3.82s/it]
 67%|██████▋   | 31182/46302 [33:02:30<16:02:23,  3.82s/it]
 67%|██████▋   | 31183/46302 [33:02:34<16:02:19,  3.82s/it]
 67%|██████▋   | 31184/46302 [33:02:38<16:01:53,  3.82s/it]
 67%|██████▋   | 31185/46302 [33:02:42<16:01:23,  3.82s/it]
 67%|██████▋   | 31186/46302 [33:02:45<16:01:21,  3.82s/it]
 67%|██████▋   | 31187/46302 [33:02:49<16:01:29,  3.82s/it]
 67%|██████▋   | 31188/46302 [33:02:53<16:02:03,  3.82s/it]
 67%|██████▋   | 31189/46302 [33:02:57<16:01:37,  3.82s/it]
 67%|██████▋   | 31190/46302 [33:03:01<16:01:22,  3.82s/it]
 67%|██████▋   | 31191/46302 [33:03:05<16:01:29,  3.82s/it]
 67%|██████▋   | 31192/46302 [33:03:08<16:01:21,  3.82s/it]
 67%|██████▋   | 31193/46302 [33:03:12<16:01:05,  3.82s/it]
 67%|██████▋   | 31194/46302 [33:03:16<16:01:19,  3.82s/it]
 67%|██████▋   | 31195/46302 [33:03:20<16:01:21,  3.82s/it]
 67%|██████▋   | 31196/46302 [33:03:24<16:01:13,  3.82s/it]
 67%|██████▋   | 31197/46302 [33:03:27<16:01:19,  3.82s/it]
 67%|██████▋   | 31198/46302 [33:03:31<16:01:27,  3.82s/it]
 67%|██████▋   | 31199/46302 [33:03:35<16:01:04,  3.82s/it]
 67%|██████▋   | 31200/46302 [33:03:39<16:00:42,  3.82s/it]
 67%|██████▋   | 31201/46302 [33:03:43<16:00:19,  3.82s/it]
 67%|██████▋   | 31202/46302 [33:03:47<16:00:32,  3.82s/it]
 67%|██████▋   | 31203/46302 [33:03:50<16:00:19,  3.82s/it]
 67%|██████▋   | 31204/46302 [33:03:54<16:00:10,  3.82s/it]
 67%|██████▋   | 31205/46302 [33:03:58<15:59:11,  3.81s/it]
 67%|██████▋   | 31206/46302 [33:04:02<15:59:50,  3.81s/it]
 67%|██████▋   | 31207/46302 [33:04:06<16:00:13,  3.82s/it]
 67%|██████▋   | 31208/46302 [33:04:09<16:00:08,  3.82s/it]
 67%|██████▋   | 31209/46302 [33:04:13<16:00:15,  3.82s/it]
 67%|██████▋   | 31210/46302 [33:04:17<16:00:24,  3.82s/it]
 67%|██████▋   | 31211/46302 [33:04:21<16:00:24,  3.82s/it]
 67%|██████▋   | 31212/46302 [33:04:25<16:00:25,  3.82s/it]
 67%|██████▋   | 31213/46302 [33:04:29<16:00:14,  3.82s/it]
 67%|██████▋   | 31214/46302 [33:04:32<16:00:19,  3.82s/it]
 67%|██████▋   | 31215/46302 [33:04:36<16:00:12,  3.82s/it]
 67%|██████▋   | 31216/46302 [33:04:40<16:00:13,  3.82s/it]
 67%|██████▋   | 31217/46302 [33:04:44<16:00:02,  3.82s/it]
 67%|██████▋   | 31218/46302 [33:04:48<15:59:48,  3.82s/it]
 67%|██████▋   | 31219/46302 [33:04:51<15:59:40,  3.82s/it]
 67%|██████▋   | 31220/46302 [33:04:55<15:59:52,  3.82s/it]
 67%|██████▋   | 31221/46302 [33:04:59<16:00:05,  3.82s/it]
 67%|██████▋   | 31222/46302 [33:05:03<15:59:59,  3.82s/it]
 67%|██████▋   | 31223/46302 [33:05:07<16:00:05,  3.82s/it]
 67%|██████▋   | 31224/46302 [33:05:11<16:00:03,  3.82s/it]
 67%|██████▋   | 31225/46302 [33:05:14<16:00:02,  3.82s/it]
 67%|██████▋   | 31226/46302 [33:05:18<15:59:50,  3.82s/it]
 67%|██████▋   | 31227/46302 [33:05:22<15:59:58,  3.82s/it]
 67%|██████▋   | 31228/46302 [33:05:26<16:00:06,  3.82s/it]
 67%|██████▋   | 31229/46302 [33:05:30<15:59:37,  3.82s/it]
 67%|██████▋   | 31230/46302 [33:05:33<15:59:27,  3.82s/it]
 67%|██████▋   | 31231/46302 [33:05:37<15:59:11,  3.82s/it]
 67%|██████▋   | 31232/46302 [33:05:41<15:58:24,  3.82s/it]
 67%|██████▋   | 31233/46302 [33:05:45<15:58:34,  3.82s/it]
 67%|██████▋   | 31234/46302 [33:05:49<15:58:35,  3.82s/it]
 67%|██████▋   | 31235/46302 [33:05:53<15:58:14,  3.82s/it]
 67%|██████▋   | 31236/46302 [33:05:56<15:58:35,  3.82s/it]
 67%|██████▋   | 31237/46302 [33:06:00<15:58:34,  3.82s/it]
 67%|██████▋   | 31238/46302 [33:06:04<15:58:42,  3.82s/it]
 67%|██████▋   | 31239/46302 [33:06:08<15:58:35,  3.82s/it]
 67%|██████▋   | 31240/46302 [33:06:12<15:58:46,  3.82s/it]
 67%|██████▋   | 31241/46302 [33:06:15<15:58:40,  3.82s/it]
 67%|██████▋   | 31242/46302 [33:06:19<15:58:32,  3.82s/it]
 67%|██████▋   | 31243/46302 [33:06:23<15:58:18,  3.82s/it]
 67%|██████▋   | 31244/46302 [33:06:27<15:58:31,  3.82s/it]
 67%|██████▋   | 31245/46302 [33:06:31<15:58:21,  3.82s/it]
 67%|██████▋   | 31246/46302 [33:06:35<15:58:19,  3.82s/it]
 67%|██████▋   | 31247/46302 [33:06:38<15:58:30,  3.82s/it]
 67%|██████▋   | 31248/46302 [33:06:42<15:58:29,  3.82s/it]
 67%|██████▋   | 31249/46302 [33:06:46<15:58:22,  3.82s/it]
 67%|██████▋   | 31250/46302 [33:06:50<15:58:15,  3.82s/it]
 67%|██████▋   | 31251/46302 [33:06:54<15:58:20,  3.82s/it]
 67%|██████▋   | 31252/46302 [33:06:57<15:58:01,  3.82s/it]
 67%|██████▋   | 31253/46302 [33:07:01<15:58:04,  3.82s/it]
 68%|██████▊   | 31254/46302 [33:07:05<15:57:54,  3.82s/it]
 68%|██████▊   | 31255/46302 [33:07:09<15:57:47,  3.82s/it]
 68%|██████▊   | 31256/46302 [33:07:13<15:57:35,  3.82s/it]
 68%|██████▊   | 31257/46302 [33:07:17<15:57:20,  3.82s/it]
 68%|██████▊   | 31258/46302 [33:07:20<15:57:23,  3.82s/it]
 68%|██████▊   | 31259/46302 [33:07:24<15:57:20,  3.82s/it]
 68%|██████▊   | 31260/46302 [33:07:28<15:57:24,  3.82s/it]
 68%|██████▊   | 31261/46302 [33:07:32<15:57:34,  3.82s/it]
 68%|██████▊   | 31262/46302 [33:07:36<15:57:26,  3.82s/it]
 68%|██████▊   | 31263/46302 [33:07:39<15:57:03,  3.82s/it]
 68%|██████▊   | 31264/46302 [33:07:43<15:57:03,  3.82s/it]
 68%|██████▊   | 31265/46302 [33:07:47<15:56:51,  3.82s/it]
 68%|██████▊   | 31266/46302 [33:07:51<15:56:39,  3.82s/it]
 68%|██████▊   | 31267/46302 [33:07:55<15:56:47,  3.82s/it]
 68%|██████▊   | 31268/46302 [33:07:59<15:56:38,  3.82s/it]
 68%|██████▊   | 31269/46302 [33:08:02<15:56:43,  3.82s/it]
 68%|██████▊   | 31270/46302 [33:08:06<15:56:48,  3.82s/it]
 68%|██████▊   | 31271/46302 [33:08:10<15:56:42,  3.82s/it]
 68%|██████▊   | 31272/46302 [33:08:14<15:56:50,  3.82s/it]
 68%|██████▊   | 31273/46302 [33:08:18<15:56:34,  3.82s/it]
 68%|██████▊   | 31274/46302 [33:08:21<15:56:30,  3.82s/it]
 68%|██████▊   | 31275/46302 [33:08:25<15:56:17,  3.82s/it]
 68%|██████▊   | 31276/46302 [33:08:29<15:56:26,  3.82s/it]
 68%|██████▊   | 31277/46302 [33:08:33<15:56:26,  3.82s/it]
 68%|██████▊   | 31278/46302 [33:08:37<15:56:30,  3.82s/it]
 68%|██████▊   | 31279/46302 [33:08:41<15:56:16,  3.82s/it]
 68%|██████▊   | 31280/46302 [33:08:44<15:55:53,  3.82s/it]
 68%|██████▊   | 31281/46302 [33:08:48<15:55:50,  3.82s/it]
 68%|██████▊   | 31282/46302 [33:08:52<15:56:10,  3.82s/it]
 68%|██████▊   | 31283/46302 [33:08:56<15:56:05,  3.82s/it]
 68%|██████▊   | 31284/46302 [33:09:00<15:56:08,  3.82s/it]
 68%|██████▊   | 31285/46302 [33:09:03<15:56:03,  3.82s/it]
 68%|██████▊   | 31286/46302 [33:09:07<15:56:10,  3.82s/it]
 68%|██████▊   | 31287/46302 [33:09:11<15:55:56,  3.82s/it]
 68%|██████▊   | 31288/46302 [33:09:15<15:55:50,  3.82s/it]
 68%|██████▊   | 31289/46302 [33:09:19<15:55:51,  3.82s/it]
 68%|██████▊   | 31290/46302 [33:09:23<15:55:53,  3.82s/it]
 68%|██████▊   | 31291/46302 [33:09:26<15:55:44,  3.82s/it]
 68%|██████▊   | 31292/46302 [33:09:30<15:55:41,  3.82s/it]
 68%|██████▊   | 31293/46302 [33:09:34<15:55:38,  3.82s/it]
 68%|██████▊   | 31294/46302 [33:09:38<15:55:16,  3.82s/it]
 68%|██████▊   | 31295/46302 [33:09:42<15:55:22,  3.82s/it]
 68%|██████▊   | 31296/46302 [33:09:45<15:55:30,  3.82s/it]
 68%|██████▊   | 31297/46302 [33:09:49<15:55:24,  3.82s/it]
 68%|██████▊   | 31298/46302 [33:09:53<15:55:18,  3.82s/it]
 68%|██████▊   | 31299/46302 [33:09:57<15:55:12,  3.82s/it]
 68%|██████▊   | 31300/46302 [33:10:01<15:55:22,  3.82s/it]
 68%|██████▊   | 31301/46302 [33:10:05<15:55:06,  3.82s/it]
 68%|██████▊   | 31302/46302 [33:10:08<15:55:03,  3.82s/it]
 68%|██████▊   | 31303/46302 [33:10:12<15:54:50,  3.82s/it]
 68%|██████▊   | 31304/46302 [33:10:16<15:54:56,  3.82s/it]
 68%|██████▊   | 31305/46302 [33:10:20<15:54:44,  3.82s/it]
 68%|██████▊   | 31306/46302 [33:10:24<15:54:43,  3.82s/it]
 68%|██████▊   | 31307/46302 [33:10:28<15:54:46,  3.82s/it]
 68%|██████▊   | 31308/46302 [33:10:31<15:54:45,  3.82s/it]
 68%|██████▊   | 31309/46302 [33:10:35<15:54:45,  3.82s/it]
 68%|██████▊   | 31310/46302 [33:10:39<15:54:25,  3.82s/it]
 68%|██████▊   | 31311/46302 [33:10:43<15:54:27,  3.82s/it]
 68%|██████▊   | 31312/46302 [33:10:47<15:54:03,  3.82s/it]
 68%|██████▊   | 31313/46302 [33:10:50<15:54:06,  3.82s/it]
 68%|██████▊   | 31314/46302 [33:10:54<15:53:50,  3.82s/it]
 68%|██████▊   | 31315/46302 [33:10:58<15:53:55,  3.82s/it]
 68%|██████▊   | 31316/46302 [33:11:02<15:53:56,  3.82s/it]
 68%|██████▊   | 31317/46302 [33:11:06<15:53:52,  3.82s/it]
 68%|██████▊   | 31318/46302 [33:11:10<15:53:41,  3.82s/it]
 68%|██████▊   | 31319/46302 [33:11:13<15:53:44,  3.82s/it]
 68%|██████▊   | 31320/46302 [33:11:17<15:53:58,  3.82s/it]
 68%|██████▊   | 31321/46302 [33:11:21<15:53:55,  3.82s/it]
 68%|██████▊   | 31322/46302 [33:11:25<15:53:41,  3.82s/it]
 68%|██████▊   | 31323/46302 [33:11:29<15:53:47,  3.82s/it]
 68%|██████▊   | 31324/46302 [33:11:32<15:53:59,  3.82s/it]
 68%|██████▊   | 31325/46302 [33:11:36<15:53:59,  3.82s/it]
 68%|██████▊   | 31326/46302 [33:11:40<15:53:55,  3.82s/it]
 68%|██████▊   | 31327/46302 [33:11:44<15:53:48,  3.82s/it]
 68%|██████▊   | 31328/46302 [33:11:48<15:53:57,  3.82s/it]
 68%|██████▊   | 31329/46302 [33:11:52<15:53:33,  3.82s/it]
 68%|██████▊   | 31330/46302 [33:11:55<15:53:01,  3.82s/it]
 68%|██████▊   | 31331/46302 [33:11:59<15:53:02,  3.82s/it]
 68%|██████▊   | 31332/46302 [33:12:03<15:52:47,  3.82s/it]
 68%|██████▊   | 31333/46302 [33:12:07<15:52:37,  3.82s/it]
 68%|██████▊   | 31334/46302 [33:12:11<15:52:43,  3.82s/it]
 68%|██████▊   | 31335/46302 [33:12:14<15:52:22,  3.82s/it]
 68%|██████▊   | 31336/46302 [33:12:18<15:52:20,  3.82s/it]
 68%|██████▊   | 31337/46302 [33:12:22<15:52:13,  3.82s/it]
 68%|██████▊   | 31338/46302 [33:12:26<15:52:11,  3.82s/it]
 68%|██████▊   | 31339/46302 [33:12:30<15:52:31,  3.82s/it]
 68%|██████▊   | 31340/46302 [33:12:34<15:52:19,  3.82s/it]
 68%|██████▊   | 31341/46302 [33:12:37<15:52:05,  3.82s/it]
 68%|██████▊   | 31342/46302 [33:12:41<15:52:17,  3.82s/it]
 68%|██████▊   | 31343/46302 [33:12:45<15:52:03,  3.82s/it]
 68%|██████▊   | 31344/46302 [33:12:49<15:51:48,  3.82s/it]
 68%|██████▊   | 31345/46302 [33:12:53<15:51:42,  3.82s/it]
 68%|██████▊   | 31346/46302 [33:12:56<15:51:30,  3.82s/it]
 68%|██████▊   | 31347/46302 [33:13:00<15:51:18,  3.82s/it]
 68%|██████▊   | 31348/46302 [33:13:04<15:51:24,  3.82s/it]
 68%|██████▊   | 31349/46302 [33:13:08<15:51:08,  3.82s/it]
 68%|██████▊   | 31350/46302 [33:13:12<15:51:25,  3.82s/it]
 68%|██████▊   | 31351/46302 [33:13:16<15:51:26,  3.82s/it]
 68%|██████▊   | 31352/46302 [33:13:19<15:51:44,  3.82s/it]
 68%|██████▊   | 31353/46302 [33:13:23<15:51:33,  3.82s/it]
 68%|██████▊   | 31354/46302 [33:13:27<15:51:32,  3.82s/it]
 68%|██████▊   | 31355/46302 [33:13:31<15:51:20,  3.82s/it]
 68%|██████▊   | 31356/46302 [33:13:35<15:51:11,  3.82s/it]
 68%|██████▊   | 31357/46302 [33:13:38<15:51:08,  3.82s/it]
 68%|██████▊   | 31358/46302 [33:13:42<15:51:08,  3.82s/it]
 68%|██████▊   | 31359/46302 [33:13:46<15:51:07,  3.82s/it]
 68%|██████▊   | 31360/46302 [33:13:50<15:51:06,  3.82s/it]
 68%|██████▊   | 31361/46302 [33:13:54<15:50:47,  3.82s/it]
 68%|██████▊   | 31362/46302 [33:13:58<15:50:51,  3.82s/it]
 68%|██████▊   | 31363/46302 [33:14:01<15:50:32,  3.82s/it]
 68%|██████▊   | 31364/46302 [33:14:05<15:50:25,  3.82s/it]
 68%|██████▊   | 31365/46302 [33:14:09<15:50:05,  3.82s/it]
 68%|██████▊   | 31366/46302 [33:14:13<15:50:14,  3.82s/it]
 68%|██████▊   | 31367/46302 [33:14:17<15:50:34,  3.82s/it]
 68%|██████▊   | 31368/46302 [33:14:20<15:50:44,  3.82s/it]
 68%|██████▊   | 31369/46302 [33:14:24<15:50:45,  3.82s/it]
 68%|██████▊   | 31370/46302 [33:14:28<15:50:27,  3.82s/it]
 68%|██████▊   | 31371/46302 [33:14:32<15:50:26,  3.82s/it]
 68%|██████▊   | 31372/46302 [33:14:36<15:50:10,  3.82s/it]
 68%|██████▊   | 31373/46302 [33:14:40<15:50:08,  3.82s/it]
 68%|██████▊   | 31374/46302 [33:14:43<15:50:04,  3.82s/it]
 68%|██████▊   | 31375/46302 [33:14:47<15:50:09,  3.82s/it]
 68%|██████▊   | 31376/46302 [33:14:51<15:50:18,  3.82s/it]
 68%|██████▊   | 31377/46302 [33:14:55<15:50:16,  3.82s/it]
 68%|██████▊   | 31378/46302 [33:14:59<15:50:13,  3.82s/it]
 68%|██████▊   | 31379/46302 [33:15:02<15:49:55,  3.82s/it]
 68%|██████▊   | 31380/46302 [33:15:06<15:50:06,  3.82s/it]
 68%|██████▊   | 31381/46302 [33:15:10<15:50:09,  3.82s/it]
 68%|██████▊   | 31382/46302 [33:15:14<15:50:08,  3.82s/it]
 68%|██████▊   | 31383/46302 [33:15:18<15:49:49,  3.82s/it]
 68%|██████▊   | 31384/46302 [33:15:22<15:49:35,  3.82s/it]
 68%|██████▊   | 31385/46302 [33:15:25<15:49:11,  3.82s/it]
 68%|██████▊   | 31386/46302 [33:15:29<15:49:03,  3.82s/it]
 68%|██████▊   | 31387/46302 [33:15:33<15:48:47,  3.82s/it]
 68%|██████▊   | 31388/46302 [33:15:37<15:47:46,  3.81s/it]
 68%|██████▊   | 31389/46302 [33:15:41<15:48:04,  3.81s/it]
 68%|██████▊   | 31390/46302 [33:15:44<15:48:33,  3.82s/it]
 68%|██████▊   | 31391/46302 [33:15:48<15:48:40,  3.82s/it]
 68%|██████▊   | 31392/46302 [33:15:52<15:49:05,  3.82s/it]
 68%|██████▊   | 31393/46302 [33:15:56<15:49:05,  3.82s/it]
 68%|██████▊   | 31394/46302 [33:16:00<15:49:03,  3.82s/it]
 68%|██████▊   | 31395/46302 [33:16:04<15:49:04,  3.82s/it]
 68%|██████▊   | 31396/46302 [33:16:07<15:49:08,  3.82s/it]
 68%|██████▊   | 31397/46302 [33:16:11<15:48:38,  3.82s/it]
 68%|██████▊   | 31398/46302 [33:16:15<15:48:29,  3.82s/it]
 68%|██████▊   | 31399/46302 [33:16:19<15:48:21,  3.82s/it]
 68%|██████▊   | 31400/46302 [33:16:23<15:48:22,  3.82s/it]
 68%|██████▊   | 31401/46302 [33:16:26<15:48:04,  3.82s/it]
 68%|██████▊   | 31402/46302 [33:16:30<15:48:06,  3.82s/it]
 68%|██████▊   | 31403/46302 [33:16:34<15:48:08,  3.82s/it]
 68%|██████▊   | 31404/46302 [33:16:38<15:48:06,  3.82s/it]
 68%|██████▊   | 31405/46302 [33:16:42<15:47:53,  3.82s/it]
 68%|██████▊   | 31406/46302 [33:16:46<15:48:01,  3.82s/it]
 68%|██████▊   | 31407/46302 [33:16:49<15:47:46,  3.82s/it]
 68%|██████▊   | 31408/46302 [33:16:53<15:47:25,  3.82s/it]
 68%|██████▊   | 31409/46302 [33:16:57<15:47:12,  3.82s/it]
 68%|██████▊   | 31410/46302 [33:17:01<15:47:23,  3.82s/it]
 68%|██████▊   | 31411/46302 [33:17:05<15:47:36,  3.82s/it]
 68%|██████▊   | 31412/46302 [33:17:08<15:47:18,  3.82s/it]
 68%|██████▊   | 31413/46302 [33:17:12<15:47:15,  3.82s/it]
 68%|██████▊   | 31414/46302 [33:17:16<15:47:17,  3.82s/it]
 68%|██████▊   | 31415/46302 [33:17:20<15:47:03,  3.82s/it]
 68%|██████▊   | 31416/46302 [33:17:24<15:47:15,  3.82s/it]
 68%|██████▊   | 31417/46302 [33:17:28<15:47:04,  3.82s/it]
 68%|██████▊   | 31418/46302 [33:17:31<15:46:48,  3.82s/it]
 68%|██████▊   | 31419/46302 [33:17:35<15:46:35,  3.82s/it]
 68%|██████▊   | 31420/46302 [33:17:39<15:46:34,  3.82s/it]
 68%|██████▊   | 31421/46302 [33:17:43<15:46:24,  3.82s/it]
 68%|██████▊   | 31422/46302 [33:17:47<15:46:37,  3.82s/it]
 68%|██████▊   | 31423/46302 [33:17:50<15:46:30,  3.82s/it]
 68%|██████▊   | 31424/46302 [33:17:54<15:46:51,  3.82s/it]
 68%|██████▊   | 31425/46302 [33:17:58<15:46:54,  3.82s/it]
 68%|██████▊   | 31426/46302 [33:18:02<15:46:42,  3.82s/it]
 68%|██████▊   | 31427/46302 [33:18:06<15:46:36,  3.82s/it]
 68%|██████▊   | 31428/46302 [33:18:10<15:46:34,  3.82s/it]
 68%|██████▊   | 31429/46302 [33:18:13<15:46:19,  3.82s/it]
 68%|██████▊   | 31430/46302 [33:18:17<15:46:25,  3.82s/it]
 68%|██████▊   | 31431/46302 [33:18:21<15:46:04,  3.82s/it]
 68%|██████▊   | 31432/46302 [33:18:25<15:46:03,  3.82s/it]
 68%|██████▊   | 31433/46302 [33:18:29<15:45:47,  3.82s/it]
 68%|██████▊   | 31434/46302 [33:18:32<15:45:38,  3.82s/it]
 68%|██████▊   | 31435/46302 [33:18:36<15:45:50,  3.82s/it]
 68%|██████▊   | 31436/46302 [33:18:40<15:45:52,  3.82s/it]
 68%|██████▊   | 31437/46302 [33:18:44<15:45:48,  3.82s/it]
 68%|██████▊   | 31438/46302 [33:18:48<15:45:50,  3.82s/it]
 68%|██████▊   | 31439/46302 [33:18:52<15:45:59,  3.82s/it]
 68%|██████▊   | 31440/46302 [33:18:55<15:46:08,  3.82s/it]
 68%|██████▊   | 31441/46302 [33:18:59<15:45:47,  3.82s/it]
 68%|██████▊   | 31442/46302 [33:19:03<15:45:52,  3.82s/it]
 68%|██████▊   | 31443/46302 [33:19:07<15:45:36,  3.82s/it]
 68%|██████▊   | 31444/46302 [33:19:11<15:45:49,  3.82s/it]
 68%|██████▊   | 31445/46302 [33:19:14<15:45:37,  3.82s/it]
 68%|██████▊   | 31446/46302 [33:19:18<15:45:41,  3.82s/it]
 68%|██████▊   | 31447/46302 [33:19:22<15:45:19,  3.82s/it]
 68%|██████▊   | 31448/46302 [33:19:26<15:45:09,  3.82s/it]
 68%|██████▊   | 31449/46302 [33:19:30<15:45:11,  3.82s/it]
 68%|██████▊   | 31450/46302 [33:19:34<15:45:24,  3.82s/it]
 68%|██████▊   | 31451/46302 [33:19:37<15:45:23,  3.82s/it]
 68%|██████▊   | 31452/46302 [33:19:41<15:45:20,  3.82s/it]
 68%|██████▊   | 31453/46302 [33:19:45<15:45:11,  3.82s/it]
 68%|██████▊   | 31454/46302 [33:19:49<15:45:20,  3.82s/it]
 68%|██████▊   | 31455/46302 [33:19:53<15:45:23,  3.82s/it]
 68%|██████▊   | 31456/46302 [33:19:56<15:45:17,  3.82s/it]
 68%|██████▊   | 31457/46302 [33:20:00<15:45:01,  3.82s/it]
 68%|██████▊   | 31458/46302 [33:20:04<15:44:53,  3.82s/it]
 68%|██████▊   | 31459/46302 [33:20:08<15:44:57,  3.82s/it]
 68%|██████▊   | 31460/46302 [33:20:12<15:44:39,  3.82s/it]
 68%|██████▊   | 31461/46302 [33:20:16<15:44:39,  3.82s/it]
 68%|██████▊   | 31462/46302 [33:20:19<15:44:57,  3.82s/it]
 68%|██████▊   | 31463/46302 [33:20:23<15:44:55,  3.82s/it]
 68%|██████▊   | 31464/46302 [33:20:27<15:44:27,  3.82s/it]
 68%|██████▊   | 31465/46302 [33:20:31<15:44:34,  3.82s/it]
 68%|██████▊   | 31466/46302 [33:20:35<15:44:23,  3.82s/it]
 68%|██████▊   | 31467/46302 [33:20:39<15:44:27,  3.82s/it]
 68%|██████▊   | 31468/46302 [33:20:42<15:44:39,  3.82s/it]
 68%|██████▊   | 31469/46302 [33:20:46<15:44:33,  3.82s/it]
 68%|██████▊   | 31470/46302 [33:20:50<15:44:28,  3.82s/it]
 68%|██████▊   | 31471/46302 [33:20:54<15:44:08,  3.82s/it]
 68%|██████▊   | 31472/46302 [33:20:58<15:44:19,  3.82s/it]
 68%|██████▊   | 31473/46302 [33:21:01<15:44:18,  3.82s/it]
 68%|██████▊   | 31474/46302 [33:21:05<15:44:19,  3.82s/it]
 68%|██████▊   | 31475/46302 [33:21:09<15:44:05,  3.82s/it]
 68%|██████▊   | 31476/46302 [33:21:13<15:43:51,  3.82s/it]
 68%|██████▊   | 31477/46302 [33:21:17<15:43:39,  3.82s/it]
 68%|██████▊   | 31478/46302 [33:21:21<15:43:36,  3.82s/it]
 68%|██████▊   | 31479/46302 [33:21:24<15:43:38,  3.82s/it]
 68%|██████▊   | 31480/46302 [33:21:28<15:43:14,  3.82s/it]
 68%|██████▊   | 31481/46302 [33:21:32<15:42:57,  3.82s/it]
 68%|██████▊   | 31482/46302 [33:21:36<15:43:12,  3.82s/it]
 68%|██████▊   | 31483/46302 [33:21:40<15:43:08,  3.82s/it]
 68%|██████▊   | 31484/46302 [33:21:43<15:42:48,  3.82s/it]
 68%|██████▊   | 31485/46302 [33:21:47<15:43:07,  3.82s/it]
 68%|██████▊   | 31486/46302 [33:21:51<15:43:08,  3.82s/it]
 68%|██████▊   | 31487/46302 [33:21:55<15:43:06,  3.82s/it]
 68%|██████▊   | 31488/46302 [33:21:59<15:42:52,  3.82s/it]
 68%|██████▊   | 31489/46302 [33:22:03<15:42:52,  3.82s/it]
 68%|██████▊   | 31490/46302 [33:22:06<15:42:44,  3.82s/it]
 68%|██████▊   | 31491/46302 [33:22:10<15:42:31,  3.82s/it]
 68%|██████▊   | 31492/46302 [33:22:14<15:42:16,  3.82s/it]
 68%|██████▊   | 31493/46302 [33:22:18<15:42:18,  3.82s/it]
 68%|██████▊   | 31494/46302 [33:22:22<15:42:00,  3.82s/it]
 68%|██████▊   | 31495/46302 [33:22:25<15:41:49,  3.82s/it]
 68%|██████▊   | 31496/46302 [33:22:29<15:41:55,  3.82s/it]
 68%|██████▊   | 31497/46302 [33:22:33<15:42:15,  3.82s/it]
 68%|██████▊   | 31498/46302 [33:22:37<15:42:05,  3.82s/it]
 68%|██████▊   | 31499/46302 [33:22:41<15:41:52,  3.82s/it]
 68%|██████▊   | 31500/46302 [33:22:45<15:41:43,  3.82s/it]
                                                           
{'loss': 3.1643, 'learning_rate': 0.0016337027062822834, 'epoch': 0.68}

 68%|██████▊   | 31500/46302 [33:22:45<15:41:43,  3.82s/it]
 68%|██████▊   | 31501/46302 [33:22:48<15:42:37,  3.82s/it]
 68%|██████▊   | 31502/46302 [33:22:52<15:42:30,  3.82s/it]
 68%|██████▊   | 31503/46302 [33:22:56<15:42:13,  3.82s/it]
 68%|██████▊   | 31504/46302 [33:23:00<15:42:05,  3.82s/it]
 68%|██████▊   | 31505/46302 [33:23:04<15:42:10,  3.82s/it]
 68%|██████▊   | 31506/46302 [33:23:07<15:41:54,  3.82s/it]
 68%|██████▊   | 31507/46302 [33:23:11<15:41:40,  3.82s/it]
 68%|██████▊   | 31508/46302 [33:23:15<15:41:36,  3.82s/it]
 68%|██████▊   | 31509/46302 [33:23:19<15:41:27,  3.82s/it]
 68%|██████▊   | 31510/46302 [33:23:23<15:41:10,  3.82s/it]
 68%|██████▊   | 31511/46302 [33:23:27<15:40:49,  3.82s/it]
 68%|██████▊   | 31512/46302 [33:23:30<15:41:00,  3.82s/it]
 68%|██████▊   | 31513/46302 [33:23:34<15:41:24,  3.82s/it]
 68%|██████▊   | 31514/46302 [33:23:38<15:41:15,  3.82s/it]
 68%|██████▊   | 31515/46302 [33:23:42<15:41:16,  3.82s/it]
 68%|██████▊   | 31516/46302 [33:23:46<15:41:29,  3.82s/it]
 68%|██████▊   | 31517/46302 [33:23:49<15:41:12,  3.82s/it]
 68%|██████▊   | 31518/46302 [33:23:53<15:41:13,  3.82s/it]
 68%|██████▊   | 31519/46302 [33:23:57<15:41:07,  3.82s/it]
 68%|██████▊   | 31520/46302 [33:24:01<15:41:10,  3.82s/it]
 68%|██████▊   | 31521/46302 [33:24:05<15:41:17,  3.82s/it]
 68%|██████▊   | 31522/46302 [33:24:09<15:41:16,  3.82s/it]
 68%|██████▊   | 31523/46302 [33:24:12<15:41:17,  3.82s/it]
 68%|██████▊   | 31524/46302 [33:24:16<15:40:51,  3.82s/it]
 68%|██████▊   | 31525/46302 [33:24:20<15:40:56,  3.82s/it]
 68%|██████▊   | 31526/46302 [33:24:24<15:40:38,  3.82s/it]
 68%|██████▊   | 31527/46302 [33:24:28<15:40:40,  3.82s/it]
 68%|██████▊   | 31528/46302 [33:24:31<15:40:44,  3.82s/it]
 68%|██████▊   | 31529/46302 [33:24:35<15:40:37,  3.82s/it]
 68%|██████▊   | 31530/46302 [33:24:39<15:40:07,  3.82s/it]
 68%|██████▊   | 31531/46302 [33:24:43<15:39:56,  3.82s/it]
 68%|██████▊   | 31532/46302 [33:24:47<15:40:01,  3.82s/it]
 68%|██████▊   | 31533/46302 [33:24:51<15:39:47,  3.82s/it]
 68%|██████▊   | 31534/46302 [33:24:54<15:39:55,  3.82s/it]
 68%|██████▊   | 31535/46302 [33:24:58<15:40:05,  3.82s/it]
 68%|██████▊   | 31536/46302 [33:25:02<15:39:47,  3.82s/it]
 68%|██████▊   | 31537/46302 [33:25:06<15:39:51,  3.82s/it]
 68%|██████▊   | 31538/46302 [33:25:10<15:39:52,  3.82s/it]
 68%|██████▊   | 31539/46302 [33:25:13<15:39:31,  3.82s/it]
 68%|██████▊   | 31540/46302 [33:25:17<15:39:40,  3.82s/it]
 68%|██████▊   | 31541/46302 [33:25:21<15:39:40,  3.82s/it]
 68%|██████▊   | 31542/46302 [33:25:25<15:39:52,  3.82s/it]
 68%|██████▊   | 31543/46302 [33:25:29<15:39:59,  3.82s/it]
 68%|██████▊   | 31544/46302 [33:25:33<15:39:44,  3.82s/it]
 68%|██████▊   | 31545/46302 [33:25:36<15:39:41,  3.82s/it]
 68%|██████▊   | 31546/46302 [33:25:40<15:39:28,  3.82s/it]
 68%|██████▊   | 31547/46302 [33:25:44<15:39:23,  3.82s/it]
 68%|██████▊   | 31548/46302 [33:25:48<15:39:28,  3.82s/it]
 68%|██████▊   | 31549/46302 [33:25:52<15:39:32,  3.82s/it]
 68%|██████▊   | 31550/46302 [33:25:56<15:39:26,  3.82s/it]
 68%|██████▊   | 31551/46302 [33:25:59<15:39:29,  3.82s/it]
 68%|██████▊   | 31552/46302 [33:26:03<15:39:29,  3.82s/it]
 68%|██████▊   | 31553/46302 [33:26:07<15:39:13,  3.82s/it]
 68%|██████▊   | 31554/46302 [33:26:11<15:39:11,  3.82s/it]
 68%|██████▊   | 31555/46302 [33:26:15<15:38:56,  3.82s/it]
 68%|██████▊   | 31556/46302 [33:26:18<15:38:48,  3.82s/it]
 68%|██████▊   | 31557/46302 [33:26:22<15:38:30,  3.82s/it]
 68%|██████▊   | 31558/46302 [33:26:26<15:38:29,  3.82s/it]
 68%|██████▊   | 31559/46302 [33:26:30<15:38:38,  3.82s/it]
 68%|██████▊   | 31560/46302 [33:26:34<15:38:30,  3.82s/it]
 68%|██████▊   | 31561/46302 [33:26:38<15:38:44,  3.82s/it]
 68%|██████▊   | 31562/46302 [33:26:41<15:38:11,  3.82s/it]
 68%|██████▊   | 31563/46302 [33:26:45<15:37:54,  3.82s/it]
 68%|██████▊   | 31564/46302 [33:26:49<15:37:57,  3.82s/it]
 68%|██████▊   | 31565/46302 [33:26:53<15:38:08,  3.82s/it]
 68%|██████▊   | 31566/46302 [33:26:57<15:38:01,  3.82s/it]
 68%|██████▊   | 31567/46302 [33:27:00<15:37:49,  3.82s/it]
 68%|██████▊   | 31568/46302 [33:27:04<15:37:54,  3.82s/it]
 68%|██████▊   | 31569/46302 [33:27:08<15:37:41,  3.82s/it]
 68%|██████▊   | 31570/46302 [33:27:12<15:37:41,  3.82s/it]
 68%|██████▊   | 31571/46302 [33:27:16<15:37:46,  3.82s/it]
 68%|██████▊   | 31572/46302 [33:27:20<15:37:49,  3.82s/it]
 68%|██████▊   | 31573/46302 [33:27:23<15:37:46,  3.82s/it]
 68%|██████▊   | 31574/46302 [33:27:27<15:37:40,  3.82s/it]
 68%|██████▊   | 31575/46302 [33:27:31<15:37:29,  3.82s/it]
 68%|██████▊   | 31576/46302 [33:27:35<15:37:05,  3.82s/it]
 68%|██████▊   | 31577/46302 [33:27:39<15:37:06,  3.82s/it]
 68%|██████▊   | 31578/46302 [33:27:42<15:37:18,  3.82s/it]
 68%|██████▊   | 31579/46302 [33:27:46<15:37:19,  3.82s/it]
 68%|██████▊   | 31580/46302 [33:27:50<15:37:12,  3.82s/it]
 68%|██████▊   | 31581/46302 [33:27:54<15:36:45,  3.82s/it]
 68%|██████▊   | 31582/46302 [33:27:58<15:36:42,  3.82s/it]
 68%|██████▊   | 31583/46302 [33:28:02<15:37:01,  3.82s/it]
 68%|██████▊   | 31584/46302 [33:28:05<15:36:38,  3.82s/it]
 68%|██████▊   | 31585/46302 [33:28:09<15:37:01,  3.82s/it]
 68%|██████▊   | 31586/46302 [33:28:13<15:37:08,  3.82s/it]
 68%|██████▊   | 31587/46302 [33:28:17<15:37:04,  3.82s/it]
 68%|██████▊   | 31588/46302 [33:28:21<15:37:00,  3.82s/it]
 68%|██████▊   | 31589/46302 [33:28:24<15:36:59,  3.82s/it]
 68%|██████▊   | 31590/46302 [33:28:28<15:35:59,  3.82s/it]
 68%|██████▊   | 31591/46302 [33:28:32<15:35:55,  3.82s/it]
 68%|██████▊   | 31592/46302 [33:28:36<15:36:01,  3.82s/it]
 68%|██████▊   | 31593/46302 [33:28:40<15:35:57,  3.82s/it]
 68%|██████▊   | 31594/46302 [33:28:44<15:36:16,  3.82s/it]
 68%|██████▊   | 31595/46302 [33:28:47<15:35:57,  3.82s/it]
 68%|██████▊   | 31596/46302 [33:28:51<15:35:51,  3.82s/it]
 68%|██████▊   | 31597/46302 [33:28:55<15:35:06,  3.82s/it]
 68%|██████▊   | 31598/46302 [33:28:59<15:35:07,  3.82s/it]
 68%|██████▊   | 31599/46302 [33:29:03<15:35:19,  3.82s/it]
 68%|██████▊   | 31600/46302 [33:29:06<15:35:23,  3.82s/it]
 68%|██████▊   | 31601/46302 [33:29:10<15:35:10,  3.82s/it]
 68%|██████▊   | 31602/46302 [33:29:14<15:35:01,  3.82s/it]
 68%|██████▊   | 31603/46302 [33:29:18<15:35:08,  3.82s/it]
 68%|██████▊   | 31604/46302 [33:29:22<15:34:38,  3.82s/it]
 68%|██████▊   | 31605/46302 [33:29:26<15:34:07,  3.81s/it]
 68%|██████▊   | 31606/46302 [33:29:29<15:34:13,  3.81s/it]
 68%|██████▊   | 31607/46302 [33:29:33<15:34:36,  3.82s/it]
 68%|██████▊   | 31608/46302 [33:29:37<15:34:30,  3.82s/it]
 68%|██████▊   | 31609/46302 [33:29:41<15:34:29,  3.82s/it]
 68%|██████▊   | 31610/46302 [33:29:45<15:33:40,  3.81s/it]
 68%|██████▊   | 31611/46302 [33:29:48<15:34:05,  3.81s/it]
 68%|██████▊   | 31612/46302 [33:29:52<15:34:14,  3.82s/it]
 68%|██████▊   | 31613/46302 [33:29:56<15:34:35,  3.82s/it]
 68%|██████▊   | 31614/46302 [33:30:00<15:34:36,  3.82s/it]
 68%|██████▊   | 31615/46302 [33:30:04<15:33:36,  3.81s/it]
 68%|██████▊   | 31616/46302 [33:30:08<15:33:12,  3.81s/it]
 68%|██████▊   | 31617/46302 [33:30:11<15:32:34,  3.81s/it]
 68%|██████▊   | 31618/46302 [33:30:15<15:32:55,  3.81s/it]
 68%|██████▊   | 31619/46302 [33:30:19<15:33:20,  3.81s/it]
 68%|██████▊   | 31620/46302 [33:30:23<15:33:24,  3.81s/it]
 68%|██████▊   | 31621/46302 [33:30:27<15:33:36,  3.82s/it]
 68%|██████▊   | 31622/46302 [33:30:30<15:32:53,  3.81s/it]
 68%|██████▊   | 31623/46302 [33:30:34<15:33:02,  3.81s/it]
 68%|██████▊   | 31624/46302 [33:30:38<15:33:18,  3.82s/it]
 68%|██████▊   | 31625/46302 [33:30:42<15:33:04,  3.81s/it]
 68%|██████▊   | 31626/46302 [33:30:46<15:32:56,  3.81s/it]
 68%|██████▊   | 31627/46302 [33:30:49<15:31:58,  3.81s/it]
 68%|██████▊   | 31628/46302 [33:30:53<15:32:09,  3.81s/it]
 68%|██████▊   | 31629/46302 [33:30:57<15:32:21,  3.81s/it]
 68%|██████▊   | 31630/46302 [33:31:01<15:32:22,  3.81s/it]
 68%|██████▊   | 31631/46302 [33:31:05<15:32:23,  3.81s/it]
 68%|██████▊   | 31632/46302 [33:31:09<15:31:37,  3.81s/it]
 68%|██████▊   | 31633/46302 [33:31:12<15:32:11,  3.81s/it]
 68%|██████▊   | 31634/46302 [33:31:16<15:32:10,  3.81s/it]
 68%|██████▊   | 31635/46302 [33:31:20<15:32:44,  3.82s/it]
 68%|██████▊   | 31636/46302 [33:31:24<15:32:56,  3.82s/it]
 68%|██████▊   | 31637/46302 [33:31:28<15:33:20,  3.82s/it]
 68%|██████▊   | 31638/46302 [33:31:31<15:32:57,  3.82s/it]
 68%|██████▊   | 31639/46302 [33:31:35<15:32:53,  3.82s/it]
 68%|██████▊   | 31640/46302 [33:31:39<15:32:54,  3.82s/it]
 68%|██████▊   | 31641/46302 [33:31:43<15:33:08,  3.82s/it]
 68%|██████▊   | 31642/46302 [33:31:47<15:32:22,  3.82s/it]
 68%|██████▊   | 31643/46302 [33:31:51<15:32:30,  3.82s/it]
 68%|██████▊   | 31644/46302 [33:31:54<15:32:44,  3.82s/it]
 68%|██████▊   | 31645/46302 [33:31:58<15:32:40,  3.82s/it]
 68%|██████▊   | 31646/46302 [33:32:02<15:32:45,  3.82s/it]
 68%|██████▊   | 31647/46302 [33:32:06<15:33:02,  3.82s/it]
 68%|██████▊   | 31648/46302 [33:32:10<15:32:59,  3.82s/it]
 68%|██████▊   | 31649/46302 [33:32:13<15:32:47,  3.82s/it]
 68%|██████▊   | 31650/46302 [33:32:17<15:32:27,  3.82s/it]
 68%|██████▊   | 31651/46302 [33:32:21<15:32:01,  3.82s/it]
 68%|██████▊   | 31652/46302 [33:32:25<15:32:01,  3.82s/it]
 68%|██████▊   | 31653/46302 [33:32:29<15:32:09,  3.82s/it]
 68%|██████▊   | 31654/46302 [33:32:33<15:32:03,  3.82s/it]
 68%|██████▊   | 31655/46302 [33:32:36<15:32:09,  3.82s/it]
 68%|██████▊   | 31656/46302 [33:32:40<15:32:13,  3.82s/it]
 68%|██████▊   | 31657/46302 [33:32:44<15:31:59,  3.82s/it]
 68%|██████▊   | 31658/46302 [33:32:48<15:32:01,  3.82s/it]
 68%|██████▊   | 31659/46302 [33:32:52<15:32:13,  3.82s/it]
 68%|██████▊   | 31660/46302 [33:32:55<15:32:02,  3.82s/it]
 68%|██████▊   | 31661/46302 [33:32:59<15:32:03,  3.82s/it]
 68%|██████▊   | 31662/46302 [33:33:03<15:32:09,  3.82s/it]
 68%|██████▊   | 31663/46302 [33:33:07<15:32:03,  3.82s/it]
 68%|██████▊   | 31664/46302 [33:33:11<15:32:02,  3.82s/it]
 68%|██████▊   | 31665/46302 [33:33:15<15:31:58,  3.82s/it]
 68%|██████▊   | 31666/46302 [33:33:18<15:31:56,  3.82s/it]
 68%|██████▊   | 31667/46302 [33:33:22<15:31:53,  3.82s/it]
 68%|██████▊   | 31668/46302 [33:33:26<15:31:48,  3.82s/it]
 68%|██████▊   | 31669/46302 [33:33:30<15:31:53,  3.82s/it]
 68%|██████▊   | 31670/46302 [33:33:34<15:31:20,  3.82s/it]
 68%|██████▊   | 31671/46302 [33:33:37<15:30:50,  3.82s/it]
 68%|██████▊   | 31672/46302 [33:33:41<15:30:52,  3.82s/it]
 68%|██████▊   | 31673/46302 [33:33:45<15:30:51,  3.82s/it]
 68%|██████▊   | 31674/46302 [33:33:49<15:30:51,  3.82s/it]
 68%|██████▊   | 31675/46302 [33:33:53<15:30:58,  3.82s/it]
 68%|██████▊   | 31676/46302 [33:33:57<15:30:58,  3.82s/it]
 68%|██████▊   | 31677/46302 [33:34:00<15:30:32,  3.82s/it]
 68%|██████▊   | 31678/46302 [33:34:04<15:30:17,  3.82s/it]
 68%|██████▊   | 31679/46302 [33:34:08<15:30:07,  3.82s/it]
 68%|██████▊   | 31680/46302 [33:34:12<15:29:51,  3.82s/it]
 68%|██████▊   | 31681/46302 [33:34:16<15:30:03,  3.82s/it]
 68%|██████▊   | 31682/46302 [33:34:19<15:29:51,  3.82s/it]
 68%|██████▊   | 31683/46302 [33:34:23<15:29:56,  3.82s/it]
 68%|██████▊   | 31684/46302 [33:34:27<15:30:07,  3.82s/it]
 68%|██████▊   | 31685/46302 [33:34:31<15:30:19,  3.82s/it]
 68%|██████▊   | 31686/46302 [33:34:35<15:30:16,  3.82s/it]
 68%|██████▊   | 31687/46302 [33:34:39<15:29:52,  3.82s/it]
 68%|██████▊   | 31688/46302 [33:34:42<15:29:26,  3.82s/it]
 68%|██████▊   | 31689/46302 [33:34:46<15:29:42,  3.82s/it]
 68%|██████▊   | 31690/46302 [33:34:50<15:29:39,  3.82s/it]
 68%|██████▊   | 31691/46302 [33:34:54<15:29:49,  3.82s/it]
 68%|██████▊   | 31692/46302 [33:34:58<15:29:56,  3.82s/it]
 68%|██████▊   | 31693/46302 [33:35:01<15:29:54,  3.82s/it]
 68%|██████▊   | 31694/46302 [33:35:05<15:29:47,  3.82s/it]
 68%|██████▊   | 31695/46302 [33:35:09<15:29:36,  3.82s/it]
 68%|██████▊   | 31696/46302 [33:35:13<15:29:26,  3.82s/it]
 68%|██████▊   | 31697/46302 [33:35:17<15:29:19,  3.82s/it]
 68%|██████▊   | 31698/46302 [33:35:21<15:29:02,  3.82s/it]
 68%|██████▊   | 31699/46302 [33:35:24<15:28:44,  3.82s/it]
 68%|██████▊   | 31700/46302 [33:35:28<15:28:24,  3.81s/it]
 68%|██████▊   | 31701/46302 [33:35:32<15:28:11,  3.81s/it]
 68%|██████▊   | 31702/46302 [33:35:36<15:28:25,  3.82s/it]
 68%|██████▊   | 31703/46302 [33:35:40<15:28:30,  3.82s/it]
 68%|██████▊   | 31704/46302 [33:35:43<15:28:37,  3.82s/it]
 68%|██████▊   | 31705/46302 [33:35:47<15:28:31,  3.82s/it]
 68%|██████▊   | 31706/46302 [33:35:51<15:28:39,  3.82s/it]
 68%|██████▊   | 31707/46302 [33:35:55<15:28:33,  3.82s/it]
 68%|██████▊   | 31708/46302 [33:35:59<15:28:41,  3.82s/it]
 68%|██████▊   | 31709/46302 [33:36:02<15:28:33,  3.82s/it]
 68%|██████▊   | 31710/46302 [33:36:06<15:28:31,  3.82s/it]
 68%|██████▊   | 31711/46302 [33:36:10<15:27:56,  3.82s/it]
 68%|██████▊   | 31712/46302 [33:36:14<15:27:46,  3.82s/it]
 68%|██████▊   | 31713/46302 [33:36:18<15:27:43,  3.82s/it]
 68%|██████▊   | 31714/46302 [33:36:22<15:27:43,  3.82s/it]
 68%|██████▊   | 31715/46302 [33:36:25<15:27:44,  3.82s/it]
 68%|██████▊   | 31716/46302 [33:36:29<15:26:55,  3.81s/it]
 69%|██████▊   | 31717/46302 [33:36:33<15:26:57,  3.81s/it]
 69%|██████▊   | 31718/46302 [33:36:37<15:26:57,  3.81s/it]
 69%|██████▊   | 31719/46302 [33:36:41<15:26:47,  3.81s/it]
 69%|██████▊   | 31720/46302 [33:36:44<15:26:40,  3.81s/it]
 69%|██████▊   | 31721/46302 [33:36:48<15:26:37,  3.81s/it]
 69%|██████▊   | 31722/46302 [33:36:52<15:26:22,  3.81s/it]
 69%|██████▊   | 31723/46302 [33:36:56<15:26:13,  3.81s/it]
 69%|██████▊   | 31724/46302 [33:37:00<15:26:16,  3.81s/it]
 69%|██████▊   | 31725/46302 [33:37:04<15:26:19,  3.81s/it]
 69%|██████▊   | 31726/46302 [33:37:07<15:26:15,  3.81s/it]
 69%|██████▊   | 31727/46302 [33:37:11<15:26:25,  3.81s/it]
 69%|██████▊   | 31728/46302 [33:37:15<15:26:34,  3.81s/it]
 69%|██████▊   | 31729/46302 [33:37:19<15:26:43,  3.82s/it]
 69%|██████▊   | 31730/46302 [33:37:23<15:26:44,  3.82s/it]
 69%|██████▊   | 31731/46302 [33:37:26<15:26:34,  3.82s/it]
 69%|██████▊   | 31732/46302 [33:37:30<15:26:22,  3.81s/it]
 69%|██████▊   | 31733/46302 [33:37:34<15:26:25,  3.82s/it]
 69%|██████▊   | 31734/46302 [33:37:38<15:26:20,  3.82s/it]
 69%|██████▊   | 31735/46302 [33:37:42<15:25:58,  3.81s/it]
 69%|██████▊   | 31736/46302 [33:37:45<15:25:49,  3.81s/it]
 69%|██████▊   | 31737/46302 [33:37:49<15:25:54,  3.81s/it]
 69%|██████▊   | 31738/46302 [33:37:53<15:25:54,  3.81s/it]
 69%|██████▊   | 31739/46302 [33:37:57<15:25:46,  3.81s/it]
 69%|██████▊   | 31740/46302 [33:38:01<15:25:25,  3.81s/it]
 69%|██████▊   | 31741/46302 [33:38:05<15:25:30,  3.81s/it]
 69%|██████▊   | 31742/46302 [33:38:08<15:25:36,  3.81s/it]
 69%|██████▊   | 31743/46302 [33:38:12<15:25:29,  3.81s/it]
 69%|██████▊   | 31744/46302 [33:38:16<15:25:20,  3.81s/it]
 69%|██████▊   | 31745/46302 [33:38:20<15:25:30,  3.81s/it]
 69%|██████▊   | 31746/46302 [33:38:24<15:25:01,  3.81s/it]
 69%|██████▊   | 31747/46302 [33:38:27<15:24:45,  3.81s/it]
 69%|██████▊   | 31748/46302 [33:38:31<15:24:47,  3.81s/it]
 69%|██████▊   | 31749/46302 [33:38:35<15:24:45,  3.81s/it]
 69%|██████▊   | 31750/46302 [33:38:39<15:24:28,  3.81s/it]
 69%|██████▊   | 31751/46302 [33:38:43<15:24:37,  3.81s/it]
 69%|██████▊   | 31752/46302 [33:38:46<15:24:42,  3.81s/it]
 69%|██████▊   | 31753/46302 [33:38:50<15:24:37,  3.81s/it]
 69%|██████▊   | 31754/46302 [33:38:54<15:24:24,  3.81s/it]
 69%|██████▊   | 31755/46302 [33:38:58<15:24:35,  3.81s/it]
 69%|██████▊   | 31756/46302 [33:39:02<15:24:11,  3.81s/it]
 69%|██████▊   | 31757/46302 [33:39:06<15:24:35,  3.81s/it]
 69%|██████▊   | 31758/46302 [33:39:09<15:24:21,  3.81s/it]
 69%|██████▊   | 31759/46302 [33:39:13<15:24:19,  3.81s/it]
 69%|██████▊   | 31760/46302 [33:39:17<15:24:10,  3.81s/it]
 69%|██████▊   | 31761/46302 [33:39:21<15:24:10,  3.81s/it]
 69%|██████▊   | 31762/46302 [33:39:25<15:23:53,  3.81s/it]
 69%|██████▊   | 31763/46302 [33:39:28<15:23:49,  3.81s/it]
 69%|██████▊   | 31764/46302 [33:39:32<15:23:39,  3.81s/it]
 69%|██████▊   | 31765/46302 [33:39:36<15:23:51,  3.81s/it]
 69%|██████▊   | 31766/46302 [33:39:40<15:23:35,  3.81s/it]
 69%|██████▊   | 31767/46302 [33:39:44<15:23:20,  3.81s/it]
 69%|██████▊   | 31768/46302 [33:39:47<15:23:03,  3.81s/it]
 69%|██████▊   | 31769/46302 [33:39:51<15:23:33,  3.81s/it]
 69%|██████▊   | 31770/46302 [33:39:55<15:23:35,  3.81s/it]
 69%|██████▊   | 31771/46302 [33:39:59<15:23:23,  3.81s/it]
 69%|██████▊   | 31772/46302 [33:40:03<15:23:29,  3.81s/it]
 69%|██████▊   | 31773/46302 [33:40:07<15:23:09,  3.81s/it]
 69%|██████▊   | 31774/46302 [33:40:10<15:22:59,  3.81s/it]
 69%|██████▊   | 31775/46302 [33:40:14<15:22:56,  3.81s/it]
 69%|██████▊   | 31776/46302 [33:40:18<15:22:50,  3.81s/it]
 69%|██████▊   | 31777/46302 [33:40:22<15:22:41,  3.81s/it]
 69%|██████▊   | 31778/46302 [33:40:26<15:22:48,  3.81s/it]
 69%|██████▊   | 31779/46302 [33:40:29<15:22:48,  3.81s/it]
 69%|██████▊   | 31780/46302 [33:40:33<15:22:59,  3.81s/it]
 69%|██████▊   | 31781/46302 [33:40:37<15:22:52,  3.81s/it]
 69%|██████▊   | 31782/46302 [33:40:41<15:22:31,  3.81s/it]
 69%|██████▊   | 31783/46302 [33:40:45<15:22:37,  3.81s/it]
 69%|██████▊   | 31784/46302 [33:40:48<15:22:42,  3.81s/it]
 69%|██████▊   | 31785/46302 [33:40:52<15:22:38,  3.81s/it]
 69%|██████▊   | 31786/46302 [33:40:56<15:22:31,  3.81s/it]
 69%|██████▊   | 31787/46302 [33:41:00<15:22:20,  3.81s/it]
 69%|██████▊   | 31788/46302 [33:41:04<15:22:14,  3.81s/it]
 69%|██████▊   | 31789/46302 [33:41:08<15:22:20,  3.81s/it]
 69%|██████▊   | 31790/46302 [33:41:11<15:22:09,  3.81s/it]
 69%|██████▊   | 31791/46302 [33:41:15<15:22:10,  3.81s/it]
 69%|██████▊   | 31792/46302 [33:41:19<15:22:09,  3.81s/it]
 69%|██████▊   | 31793/46302 [33:41:23<15:22:24,  3.81s/it]
 69%|██████▊   | 31794/46302 [33:41:27<15:22:11,  3.81s/it]
 69%|██████▊   | 31795/46302 [33:41:30<15:22:07,  3.81s/it]
 69%|██████▊   | 31796/46302 [33:41:34<15:21:57,  3.81s/it]
 69%|██████▊   | 31797/46302 [33:41:38<15:21:50,  3.81s/it]
 69%|██████▊   | 31798/46302 [33:41:42<15:21:30,  3.81s/it]
 69%|██████▊   | 31799/46302 [33:41:46<15:21:25,  3.81s/it]
 69%|██████▊   | 31800/46302 [33:41:50<15:21:35,  3.81s/it]
 69%|██████▊   | 31801/46302 [33:41:53<15:21:26,  3.81s/it]
 69%|██████▊   | 31802/46302 [33:41:57<15:21:12,  3.81s/it]
 69%|██████▊   | 31803/46302 [33:42:01<15:21:19,  3.81s/it]
 69%|██████▊   | 31804/46302 [33:42:05<15:21:25,  3.81s/it]
 69%|██████▊   | 31805/46302 [33:42:09<15:21:45,  3.81s/it]
 69%|██████▊   | 31806/46302 [33:42:12<15:21:33,  3.81s/it]
 69%|██████▊   | 31807/46302 [33:42:16<15:21:25,  3.81s/it]
 69%|██████▊   | 31808/46302 [33:42:20<15:21:19,  3.81s/it]
 69%|██████▊   | 31809/46302 [33:42:24<15:21:24,  3.81s/it]
 69%|██████▊   | 31810/46302 [33:42:28<15:21:26,  3.81s/it]
 69%|██████▊   | 31811/46302 [33:42:31<15:21:31,  3.82s/it]
 69%|██████▊   | 31812/46302 [33:42:35<15:21:27,  3.82s/it]
 69%|██████▊   | 31813/46302 [33:42:39<15:21:07,  3.81s/it]
 69%|██████▊   | 31814/46302 [33:42:43<15:21:01,  3.81s/it]
 69%|██████▊   | 31815/46302 [33:42:47<15:21:00,  3.81s/it]
 69%|██████▊   | 31816/46302 [33:42:51<15:20:44,  3.81s/it]
 69%|██████▊   | 31817/46302 [33:42:54<15:20:40,  3.81s/it]
 69%|██████▊   | 31818/46302 [33:42:58<15:20:31,  3.81s/it]
 69%|██████▊   | 31819/46302 [33:43:02<15:20:37,  3.81s/it]
 69%|██████▊   | 31820/46302 [33:43:06<15:20:43,  3.81s/it]
 69%|██████▊   | 31821/46302 [33:43:10<15:20:52,  3.82s/it]
 69%|██████▊   | 31822/46302 [33:43:13<15:20:37,  3.81s/it]
 69%|██████▊   | 31823/46302 [33:43:17<15:20:24,  3.81s/it]
 69%|██████▊   | 31824/46302 [33:43:21<15:20:12,  3.81s/it]
 69%|██████▊   | 31825/46302 [33:43:25<15:20:02,  3.81s/it]
 69%|██████▊   | 31826/46302 [33:43:29<15:19:39,  3.81s/it]
 69%|██████▊   | 31827/46302 [33:43:32<15:19:45,  3.81s/it]
 69%|██████▊   | 31828/46302 [33:43:36<15:19:31,  3.81s/it]
 69%|██████▊   | 31829/46302 [33:43:40<15:19:28,  3.81s/it]
 69%|██████▊   | 31830/46302 [33:43:44<15:19:45,  3.81s/it]
 69%|██████▊   | 31831/46302 [33:43:48<15:19:50,  3.81s/it]
 69%|██████▊   | 31832/46302 [33:43:52<15:19:41,  3.81s/it]
 69%|██████▉   | 31833/46302 [33:43:55<15:20:01,  3.82s/it]
 69%|██████▉   | 31834/46302 [33:43:59<15:19:53,  3.81s/it]
 69%|██████▉   | 31835/46302 [33:44:03<15:19:35,  3.81s/it]
 69%|██████▉   | 31836/46302 [33:44:07<15:19:38,  3.81s/it]
 69%|██████▉   | 31837/46302 [33:44:11<15:19:44,  3.82s/it]
 69%|██████▉   | 31838/46302 [33:44:14<15:19:18,  3.81s/it]
 69%|██████▉   | 31839/46302 [33:44:18<15:19:37,  3.82s/it]
 69%|██████▉   | 31840/46302 [33:44:22<15:19:36,  3.82s/it]
 69%|██████▉   | 31841/46302 [33:44:26<15:19:17,  3.81s/it]
 69%|██████▉   | 31842/46302 [33:44:30<15:19:15,  3.81s/it]
 69%|██████▉   | 31843/46302 [33:44:34<15:19:28,  3.82s/it]
 69%|██████▉   | 31844/46302 [33:44:37<15:19:10,  3.81s/it]
 69%|██████▉   | 31845/46302 [33:44:41<15:19:04,  3.81s/it]
 69%|██████▉   | 31846/46302 [33:44:45<15:19:00,  3.81s/it]
 69%|██████▉   | 31847/46302 [33:44:49<15:18:49,  3.81s/it]
 69%|██████▉   | 31848/46302 [33:44:53<15:18:43,  3.81s/it]
 69%|██████▉   | 31849/46302 [33:44:56<15:18:38,  3.81s/it]
 69%|██████▉   | 31850/46302 [33:45:00<15:18:21,  3.81s/it]
 69%|██████▉   | 31851/46302 [33:45:04<15:18:20,  3.81s/it]
 69%|██████▉   | 31852/46302 [33:45:08<15:18:14,  3.81s/it]
 69%|██████▉   | 31853/46302 [33:45:12<15:18:34,  3.81s/it]
 69%|██████▉   | 31854/46302 [33:45:15<15:18:32,  3.81s/it]
 69%|██████▉   | 31855/46302 [33:45:19<15:18:51,  3.82s/it]
 69%|██████▉   | 31856/46302 [33:45:23<15:18:49,  3.82s/it]
 69%|██████▉   | 31857/46302 [33:45:27<15:18:41,  3.82s/it]
 69%|██████▉   | 31858/46302 [33:45:31<15:18:50,  3.82s/it]
 69%|██████▉   | 31859/46302 [33:45:35<15:18:34,  3.82s/it]
 69%|██████▉   | 31860/46302 [33:45:38<15:18:28,  3.82s/it]
 69%|██████▉   | 31861/46302 [33:45:42<15:18:35,  3.82s/it]
 69%|██████▉   | 31862/46302 [33:45:46<15:18:17,  3.82s/it]
 69%|██████▉   | 31863/46302 [33:45:50<15:17:52,  3.81s/it]
 69%|██████▉   | 31864/46302 [33:45:54<15:17:29,  3.81s/it]
 69%|██████▉   | 31865/46302 [33:45:57<15:17:27,  3.81s/it]
 69%|██████▉   | 31866/46302 [33:46:01<15:16:36,  3.81s/it]
 69%|██████▉   | 31867/46302 [33:46:05<15:16:32,  3.81s/it]
 69%|██████▉   | 31868/46302 [33:46:09<15:16:49,  3.81s/it]
 69%|██████▉   | 31869/46302 [33:46:13<15:17:23,  3.81s/it]
 69%|██████▉   | 31870/46302 [33:46:16<15:17:30,  3.81s/it]
 69%|██████▉   | 31871/46302 [33:46:20<15:17:24,  3.81s/it]
 69%|██████▉   | 31872/46302 [33:46:24<15:17:00,  3.81s/it]
 69%|██████▉   | 31873/46302 [33:46:28<15:16:58,  3.81s/it]
 69%|██████▉   | 31874/46302 [33:46:32<15:17:04,  3.81s/it]
 69%|██████▉   | 31875/46302 [33:46:36<15:16:57,  3.81s/it]
 69%|██████▉   | 31876/46302 [33:46:39<15:16:54,  3.81s/it]
 69%|██████▉   | 31877/46302 [33:46:43<15:16:59,  3.81s/it]
 69%|██████▉   | 31878/46302 [33:46:47<15:16:53,  3.81s/it]
 69%|██████▉   | 31879/46302 [33:46:51<15:16:54,  3.81s/it]
 69%|██████▉   | 31880/46302 [33:46:55<15:16:53,  3.81s/it]
 69%|██████▉   | 31881/46302 [33:46:58<15:17:10,  3.82s/it]
 69%|██████▉   | 31882/46302 [33:47:02<15:17:07,  3.82s/it]
 69%|██████▉   | 31883/46302 [33:47:06<15:16:47,  3.81s/it]
 69%|██████▉   | 31884/46302 [33:47:10<15:16:54,  3.82s/it]
 69%|██████▉   | 31885/46302 [33:47:14<15:16:31,  3.81s/it]
 69%|██████▉   | 31886/46302 [33:47:18<15:16:34,  3.81s/it]
 69%|██████▉   | 31887/46302 [33:47:21<15:16:31,  3.81s/it]
 69%|██████▉   | 31888/46302 [33:47:25<15:16:15,  3.81s/it]
 69%|██████▉   | 31889/46302 [33:47:29<15:16:19,  3.81s/it]
 69%|██████▉   | 31890/46302 [33:47:33<15:16:08,  3.81s/it]
 69%|██████▉   | 31891/46302 [33:47:37<15:16:15,  3.81s/it]
 69%|██████▉   | 31892/46302 [33:47:40<15:16:12,  3.81s/it]
 69%|██████▉   | 31893/46302 [33:47:44<15:16:21,  3.82s/it]
 69%|██████▉   | 31894/46302 [33:47:48<15:15:49,  3.81s/it]
 69%|██████▉   | 31895/46302 [33:47:52<15:16:00,  3.81s/it]
 69%|██████▉   | 31896/46302 [33:47:56<15:15:44,  3.81s/it]
 69%|██████▉   | 31897/46302 [33:47:59<15:15:50,  3.81s/it]
 69%|██████▉   | 31898/46302 [33:48:03<15:15:51,  3.82s/it]
 69%|██████▉   | 31899/46302 [33:48:07<15:15:12,  3.81s/it]
 69%|██████▉   | 31900/46302 [33:48:11<15:15:40,  3.81s/it]
 69%|██████▉   | 31901/46302 [33:48:15<15:15:59,  3.82s/it]
 69%|██████▉   | 31902/46302 [33:48:19<15:15:39,  3.82s/it]
 69%|██████▉   | 31903/46302 [33:48:22<15:15:32,  3.82s/it]
 69%|██████▉   | 31904/46302 [33:48:26<15:15:28,  3.81s/it]
 69%|██████▉   | 31905/46302 [33:48:30<15:15:37,  3.82s/it]
 69%|██████▉   | 31906/46302 [33:48:34<15:15:40,  3.82s/it]
 69%|██████▉   | 31907/46302 [33:48:38<15:15:55,  3.82s/it]
 69%|██████▉   | 31908/46302 [33:48:41<15:15:50,  3.82s/it]
 69%|██████▉   | 31909/46302 [33:48:45<15:15:42,  3.82s/it]
 69%|██████▉   | 31910/46302 [33:48:49<15:15:45,  3.82s/it]
 69%|██████▉   | 31911/46302 [33:48:53<15:15:26,  3.82s/it]
 69%|██████▉   | 31912/46302 [33:48:57<15:15:42,  3.82s/it]
 69%|██████▉   | 31913/46302 [33:49:01<15:15:33,  3.82s/it]
 69%|██████▉   | 31914/46302 [33:49:04<15:15:21,  3.82s/it]
 69%|██████▉   | 31915/46302 [33:49:08<15:15:21,  3.82s/it]
 69%|██████▉   | 31916/46302 [33:49:12<15:15:25,  3.82s/it]
 69%|██████▉   | 31917/46302 [33:49:16<15:15:16,  3.82s/it]
 69%|██████▉   | 31918/46302 [33:49:20<15:15:08,  3.82s/it]
 69%|██████▉   | 31919/46302 [33:49:23<15:15:19,  3.82s/it]
 69%|██████▉   | 31920/46302 [33:49:27<15:15:16,  3.82s/it]
 69%|██████▉   | 31921/46302 [33:49:31<15:15:24,  3.82s/it]
 69%|██████▉   | 31922/46302 [33:49:35<15:15:19,  3.82s/it]
 69%|██████▉   | 31923/46302 [33:49:39<15:15:31,  3.82s/it]
 69%|██████▉   | 31924/46302 [33:49:43<15:14:13,  3.82s/it]
 69%|██████▉   | 31925/46302 [33:49:46<15:14:04,  3.81s/it]
 69%|██████▉   | 31926/46302 [33:49:50<15:14:20,  3.82s/it]
 69%|██████▉   | 31927/46302 [33:49:54<15:14:12,  3.82s/it]
 69%|██████▉   | 31928/46302 [33:49:58<15:14:15,  3.82s/it]
 69%|██████▉   | 31929/46302 [33:50:02<15:14:11,  3.82s/it]
 69%|██████▉   | 31930/46302 [33:50:05<15:14:18,  3.82s/it]
 69%|██████▉   | 31931/46302 [33:50:09<15:14:14,  3.82s/it]
 69%|██████▉   | 31932/46302 [33:50:13<15:14:16,  3.82s/it]
 69%|██████▉   | 31933/46302 [33:50:17<15:14:31,  3.82s/it]
 69%|██████▉   | 31934/46302 [33:50:21<15:14:19,  3.82s/it]
 69%|██████▉   | 31935/46302 [33:50:25<15:14:25,  3.82s/it]
 69%|██████▉   | 31936/46302 [33:50:28<15:14:18,  3.82s/it]
 69%|██████▉   | 31937/46302 [33:50:32<15:14:22,  3.82s/it]
 69%|██████▉   | 31938/46302 [33:50:36<15:14:12,  3.82s/it]
 69%|██████▉   | 31939/46302 [33:50:40<15:14:13,  3.82s/it]
 69%|██████▉   | 31940/46302 [33:50:44<15:14:07,  3.82s/it]
 69%|██████▉   | 31941/46302 [33:50:47<15:13:57,  3.82s/it]
 69%|██████▉   | 31942/46302 [33:50:51<15:14:10,  3.82s/it]
 69%|██████▉   | 31943/46302 [33:50:55<15:13:52,  3.82s/it]
 69%|██████▉   | 31944/46302 [33:50:59<15:13:46,  3.82s/it]
 69%|██████▉   | 31945/46302 [33:51:03<15:13:57,  3.82s/it]
 69%|██████▉   | 31946/46302 [33:51:07<15:13:35,  3.82s/it]
 69%|██████▉   | 31947/46302 [33:51:10<15:13:44,  3.82s/it]
 69%|██████▉   | 31948/46302 [33:51:14<15:13:45,  3.82s/it]
 69%|██████▉   | 31949/46302 [33:51:18<15:13:49,  3.82s/it]
 69%|██████▉   | 31950/46302 [33:51:22<15:13:48,  3.82s/it]
 69%|██████▉   | 31951/46302 [33:51:26<15:13:27,  3.82s/it]
 69%|██████▉   | 31952/46302 [33:51:29<15:13:37,  3.82s/it]
 69%|██████▉   | 31953/46302 [33:51:33<15:13:35,  3.82s/it]
 69%|██████▉   | 31954/46302 [33:51:37<15:12:59,  3.82s/it]
 69%|██████▉   | 31955/46302 [33:51:41<15:13:02,  3.82s/it]
 69%|██████▉   | 31956/46302 [33:51:45<15:12:54,  3.82s/it]
 69%|██████▉   | 31957/46302 [33:51:49<15:13:02,  3.82s/it]
 69%|██████▉   | 31958/46302 [33:51:52<15:12:47,  3.82s/it]
 69%|██████▉   | 31959/46302 [33:51:56<15:12:47,  3.82s/it]
 69%|██████▉   | 31960/46302 [33:52:00<15:12:47,  3.82s/it]
 69%|██████▉   | 31961/46302 [33:52:04<15:12:31,  3.82s/it]
 69%|██████▉   | 31962/46302 [33:52:08<15:12:27,  3.82s/it]
 69%|██████▉   | 31963/46302 [33:52:11<15:12:27,  3.82s/it]
 69%|██████▉   | 31964/46302 [33:52:15<15:12:16,  3.82s/it]
 69%|██████▉   | 31965/46302 [33:52:19<15:12:15,  3.82s/it]
 69%|██████▉   | 31966/46302 [33:52:23<15:11:57,  3.82s/it]
 69%|██████▉   | 31967/46302 [33:52:27<15:11:41,  3.82s/it]
 69%|██████▉   | 31968/46302 [33:52:31<15:11:55,  3.82s/it]
 69%|██████▉   | 31969/46302 [33:52:34<15:12:14,  3.82s/it]
 69%|██████▉   | 31970/46302 [33:52:38<15:12:16,  3.82s/it]
 69%|██████▉   | 31971/46302 [33:52:42<15:11:52,  3.82s/it]
 69%|██████▉   | 31972/46302 [33:52:46<15:11:35,  3.82s/it]
 69%|██████▉   | 31973/46302 [33:52:50<15:11:41,  3.82s/it]
 69%|██████▉   | 31974/46302 [33:52:53<15:11:33,  3.82s/it]
 69%|██████▉   | 31975/46302 [33:52:57<15:11:42,  3.82s/it]
 69%|██████▉   | 31976/46302 [33:53:01<15:11:46,  3.82s/it]
 69%|██████▉   | 31977/46302 [33:53:05<15:11:48,  3.82s/it]
 69%|██████▉   | 31978/46302 [33:53:09<15:11:45,  3.82s/it]
 69%|██████▉   | 31979/46302 [33:53:13<15:11:30,  3.82s/it]
 69%|██████▉   | 31980/46302 [33:53:16<15:11:23,  3.82s/it]
 69%|██████▉   | 31981/46302 [33:53:20<15:11:30,  3.82s/it]
 69%|██████▉   | 31982/46302 [33:53:24<15:11:30,  3.82s/it]
 69%|██████▉   | 31983/46302 [33:53:28<15:11:31,  3.82s/it]
 69%|██████▉   | 31984/46302 [33:53:32<15:11:18,  3.82s/it]
 69%|██████▉   | 31985/46302 [33:53:35<15:11:19,  3.82s/it]
 69%|██████▉   | 31986/46302 [33:53:39<15:11:19,  3.82s/it]
 69%|██████▉   | 31987/46302 [33:53:43<15:11:13,  3.82s/it]
 69%|██████▉   | 31988/46302 [33:53:47<15:11:06,  3.82s/it]
 69%|██████▉   | 31989/46302 [33:53:51<15:10:49,  3.82s/it]
 69%|██████▉   | 31990/46302 [33:53:55<15:10:39,  3.82s/it]
 69%|██████▉   | 31991/46302 [33:53:58<15:10:51,  3.82s/it]
 69%|██████▉   | 31992/46302 [33:54:02<15:10:28,  3.82s/it]
 69%|██████▉   | 31993/46302 [33:54:06<15:10:17,  3.82s/it]
 69%|██████▉   | 31994/46302 [33:54:10<15:10:21,  3.82s/it]
 69%|██████▉   | 31995/46302 [33:54:14<15:10:13,  3.82s/it]
 69%|██████▉   | 31996/46302 [33:54:17<15:10:13,  3.82s/it]
 69%|██████▉   | 31997/46302 [33:54:21<15:10:11,  3.82s/it]
 69%|██████▉   | 31998/46302 [33:54:25<15:09:56,  3.82s/it]
 69%|██████▉   | 31999/46302 [33:54:29<15:09:54,  3.82s/it]
 69%|██████▉   | 32000/46302 [33:54:33<15:09:52,  3.82s/it]
                                                           
{'loss': 3.1624, 'learning_rate': 0.0015785175047459273, 'epoch': 0.69}

 69%|██████▉   | 32000/46302 [33:54:33<15:09:52,  3.82s/it]
 69%|██████▉   | 32001/46302 [33:54:37<15:10:27,  3.82s/it]
 69%|██████▉   | 32002/46302 [33:54:40<15:10:15,  3.82s/it]
 69%|██████▉   | 32003/46302 [33:54:44<15:09:51,  3.82s/it]
 69%|██████▉   | 32004/46302 [33:54:48<15:09:54,  3.82s/it]
 69%|██████▉   | 32005/46302 [33:54:52<15:09:33,  3.82s/it]
 69%|██████▉   | 32006/46302 [33:54:56<15:09:27,  3.82s/it]
 69%|██████▉   | 32007/46302 [33:54:59<15:09:26,  3.82s/it]
 69%|██████▉   | 32008/46302 [33:55:03<15:09:24,  3.82s/it]
 69%|██████▉   | 32009/46302 [33:55:07<15:09:12,  3.82s/it]
 69%|██████▉   | 32010/46302 [33:55:11<15:09:20,  3.82s/it]
 69%|██████▉   | 32011/46302 [33:55:15<15:09:02,  3.82s/it]
 69%|██████▉   | 32012/46302 [33:55:19<15:08:52,  3.82s/it]
 69%|██████▉   | 32013/46302 [33:55:22<15:08:46,  3.82s/it]
 69%|██████▉   | 32014/46302 [33:55:26<15:08:31,  3.82s/it]
 69%|██████▉   | 32015/46302 [33:55:30<15:08:31,  3.82s/it]
 69%|██████▉   | 32016/46302 [33:55:34<15:08:20,  3.81s/it]
 69%|██████▉   | 32017/46302 [33:55:38<15:08:19,  3.82s/it]
 69%|██████▉   | 32018/46302 [33:55:41<15:08:26,  3.82s/it]
 69%|██████▉   | 32019/46302 [33:55:45<15:08:36,  3.82s/it]
 69%|██████▉   | 32020/46302 [33:55:49<15:08:48,  3.82s/it]
 69%|██████▉   | 32021/46302 [33:55:53<15:08:58,  3.82s/it]
 69%|██████▉   | 32022/46302 [33:55:57<15:08:56,  3.82s/it]
 69%|██████▉   | 32023/46302 [33:56:01<15:08:54,  3.82s/it]
 69%|██████▉   | 32024/46302 [33:56:04<15:09:00,  3.82s/it]
 69%|██████▉   | 32025/46302 [33:56:08<15:08:51,  3.82s/it]
 69%|██████▉   | 32026/46302 [33:56:12<15:08:36,  3.82s/it]
 69%|██████▉   | 32027/46302 [33:56:16<15:08:23,  3.82s/it]
 69%|██████▉   | 32028/46302 [33:56:20<15:08:15,  3.82s/it]
 69%|██████▉   | 32029/46302 [33:56:23<15:07:57,  3.82s/it]
 69%|██████▉   | 32030/46302 [33:56:27<15:07:50,  3.82s/it]
 69%|██████▉   | 32031/46302 [33:56:31<15:07:58,  3.82s/it]
 69%|██████▉   | 32032/46302 [33:56:35<15:07:56,  3.82s/it]
 69%|██████▉   | 32033/46302 [33:56:39<15:07:45,  3.82s/it]
 69%|██████▉   | 32034/46302 [33:56:43<15:07:21,  3.82s/it]
 69%|██████▉   | 32035/46302 [33:56:46<15:07:27,  3.82s/it]
 69%|██████▉   | 32036/46302 [33:56:50<15:07:11,  3.82s/it]
 69%|██████▉   | 32037/46302 [33:56:54<15:07:09,  3.82s/it]
 69%|██████▉   | 32038/46302 [33:56:58<15:07:07,  3.82s/it]
 69%|██████▉   | 32039/46302 [33:57:02<15:06:45,  3.81s/it]
 69%|██████▉   | 32040/46302 [33:57:05<15:06:34,  3.81s/it]
 69%|██████▉   | 32041/46302 [33:57:09<15:06:36,  3.81s/it]
 69%|██████▉   | 32042/46302 [33:57:13<15:06:32,  3.81s/it]
 69%|██████▉   | 32043/46302 [33:57:17<15:06:34,  3.81s/it]
 69%|██████▉   | 32044/46302 [33:57:21<15:06:31,  3.81s/it]
 69%|██████▉   | 32045/46302 [33:57:24<15:06:20,  3.81s/it]
 69%|██████▉   | 32046/46302 [33:57:28<15:06:23,  3.81s/it]
 69%|██████▉   | 32047/46302 [33:57:32<15:06:21,  3.81s/it]
 69%|██████▉   | 32048/46302 [33:57:36<15:06:14,  3.81s/it]
 69%|██████▉   | 32049/46302 [33:57:40<15:06:14,  3.81s/it]
 69%|██████▉   | 32050/46302 [33:57:44<15:06:17,  3.82s/it]
 69%|██████▉   | 32051/46302 [33:57:47<15:06:12,  3.82s/it]
 69%|██████▉   | 32052/46302 [33:57:51<15:06:05,  3.82s/it]
 69%|██████▉   | 32053/46302 [33:57:55<15:06:02,  3.82s/it]
 69%|██████▉   | 32054/46302 [33:57:59<15:06:08,  3.82s/it]
 69%|██████▉   | 32055/46302 [33:58:03<15:06:22,  3.82s/it]
 69%|██████▉   | 32056/46302 [33:58:06<15:06:27,  3.82s/it]
 69%|██████▉   | 32057/46302 [33:58:10<15:06:14,  3.82s/it]
 69%|██████▉   | 32058/46302 [33:58:14<15:06:05,  3.82s/it]
 69%|██████▉   | 32059/46302 [33:58:18<15:06:14,  3.82s/it]
 69%|██████▉   | 32060/46302 [33:58:22<15:06:25,  3.82s/it]
 69%|██████▉   | 32061/46302 [33:58:26<15:06:07,  3.82s/it]
 69%|██████▉   | 32062/46302 [33:58:29<15:06:05,  3.82s/it]
 69%|██████▉   | 32063/46302 [33:58:33<15:05:52,  3.82s/it]
 69%|██████▉   | 32064/46302 [33:58:37<15:05:55,  3.82s/it]
 69%|██████▉   | 32065/46302 [33:58:41<15:05:40,  3.82s/it]
 69%|██████▉   | 32066/46302 [33:58:45<15:05:37,  3.82s/it]
 69%|██████▉   | 32067/46302 [33:58:48<15:05:41,  3.82s/it]
 69%|██████▉   | 32068/46302 [33:58:52<15:05:31,  3.82s/it]
 69%|██████▉   | 32069/46302 [33:58:56<15:05:27,  3.82s/it]
 69%|██████▉   | 32070/46302 [33:59:00<15:05:41,  3.82s/it]
 69%|██████▉   | 32071/46302 [33:59:04<15:05:40,  3.82s/it]
 69%|██████▉   | 32072/46302 [33:59:08<15:05:32,  3.82s/it]
 69%|██████▉   | 32073/46302 [33:59:11<15:05:23,  3.82s/it]
 69%|██████▉   | 32074/46302 [33:59:15<15:05:15,  3.82s/it]
 69%|██████▉   | 32075/46302 [33:59:19<15:04:52,  3.82s/it]
 69%|██████▉   | 32076/46302 [33:59:23<15:04:51,  3.82s/it]
 69%|██████▉   | 32077/46302 [33:59:27<15:04:51,  3.82s/it]
 69%|██████▉   | 32078/46302 [33:59:30<15:04:37,  3.82s/it]
 69%|██████▉   | 32079/46302 [33:59:34<15:04:25,  3.82s/it]
 69%|██████▉   | 32080/46302 [33:59:38<15:04:22,  3.82s/it]
 69%|██████▉   | 32081/46302 [33:59:42<15:04:14,  3.82s/it]
 69%|██████▉   | 32082/46302 [33:59:46<15:04:08,  3.81s/it]
 69%|██████▉   | 32083/46302 [33:59:50<15:04:12,  3.82s/it]
 69%|██████▉   | 32084/46302 [33:59:53<15:04:23,  3.82s/it]
 69%|██████▉   | 32085/46302 [33:59:57<15:04:11,  3.82s/it]
 69%|██████▉   | 32086/46302 [34:00:01<15:03:55,  3.82s/it]
 69%|██████▉   | 32087/46302 [34:00:05<15:03:56,  3.82s/it]
 69%|██████▉   | 32088/46302 [34:00:09<15:03:58,  3.82s/it]
 69%|██████▉   | 32089/46302 [34:00:12<15:04:02,  3.82s/it]
 69%|██████▉   | 32090/46302 [34:00:16<15:04:01,  3.82s/it]
 69%|██████▉   | 32091/46302 [34:00:20<15:03:47,  3.82s/it]
 69%|██████▉   | 32092/46302 [34:00:24<15:03:36,  3.82s/it]
 69%|██████▉   | 32093/46302 [34:00:28<15:03:30,  3.82s/it]
 69%|██████▉   | 32094/46302 [34:00:31<15:03:23,  3.81s/it]
 69%|██████▉   | 32095/46302 [34:00:35<15:03:16,  3.81s/it]
 69%|██████▉   | 32096/46302 [34:00:39<15:03:18,  3.82s/it]
 69%|██████▉   | 32097/46302 [34:00:43<15:03:14,  3.82s/it]
 69%|██████▉   | 32098/46302 [34:00:47<15:03:10,  3.82s/it]
 69%|██████▉   | 32099/46302 [34:00:51<15:03:02,  3.81s/it]
 69%|██████▉   | 32100/46302 [34:00:54<15:03:06,  3.82s/it]
 69%|██████▉   | 32101/46302 [34:00:58<15:03:05,  3.82s/it]
 69%|██████▉   | 32102/46302 [34:01:02<15:03:04,  3.82s/it]
 69%|██████▉   | 32103/46302 [34:01:06<15:02:58,  3.82s/it]
 69%|██████▉   | 32104/46302 [34:01:10<15:03:01,  3.82s/it]
 69%|██████▉   | 32105/46302 [34:01:13<15:02:51,  3.82s/it]
 69%|██████▉   | 32106/46302 [34:01:17<15:02:54,  3.82s/it]
 69%|██████▉   | 32107/46302 [34:01:21<15:02:49,  3.82s/it]
 69%|██████▉   | 32108/46302 [34:01:25<15:03:00,  3.82s/it]
 69%|██████▉   | 32109/46302 [34:01:29<15:03:00,  3.82s/it]
 69%|██████▉   | 32110/46302 [34:01:33<15:03:03,  3.82s/it]
 69%|██████▉   | 32111/46302 [34:01:36<15:02:57,  3.82s/it]
 69%|██████▉   | 32112/46302 [34:01:40<15:02:51,  3.82s/it]
 69%|██████▉   | 32113/46302 [34:01:44<15:02:38,  3.82s/it]
 69%|██████▉   | 32114/46302 [34:01:48<15:02:35,  3.82s/it]
 69%|██████▉   | 32115/46302 [34:01:52<15:02:23,  3.82s/it]
 69%|██████▉   | 32116/46302 [34:01:55<15:02:07,  3.82s/it]
 69%|██████▉   | 32117/46302 [34:01:59<15:02:04,  3.82s/it]
 69%|██████▉   | 32118/46302 [34:02:03<15:02:17,  3.82s/it]
 69%|██████▉   | 32119/46302 [34:02:07<15:02:02,  3.82s/it]
 69%|██████▉   | 32120/46302 [34:02:11<15:02:00,  3.82s/it]
 69%|██████▉   | 32121/46302 [34:02:15<15:01:43,  3.82s/it]
 69%|██████▉   | 32122/46302 [34:02:18<15:01:57,  3.82s/it]
 69%|██████▉   | 32123/46302 [34:02:22<15:01:46,  3.82s/it]
 69%|██████▉   | 32124/46302 [34:02:26<15:01:47,  3.82s/it]
 69%|██████▉   | 32125/46302 [34:02:30<15:01:35,  3.82s/it]
 69%|██████▉   | 32126/46302 [34:02:34<15:01:40,  3.82s/it]
 69%|██████▉   | 32127/46302 [34:02:37<15:01:34,  3.82s/it]
 69%|██████▉   | 32128/46302 [34:02:41<15:01:34,  3.82s/it]
 69%|██████▉   | 32129/46302 [34:02:45<15:01:28,  3.82s/it]
 69%|██████▉   | 32130/46302 [34:02:49<15:01:17,  3.82s/it]
 69%|██████▉   | 32131/46302 [34:02:53<15:01:16,  3.82s/it]
 69%|██████▉   | 32132/46302 [34:02:56<15:01:11,  3.82s/it]
 69%|██████▉   | 32133/46302 [34:03:00<15:00:48,  3.81s/it]
 69%|██████▉   | 32134/46302 [34:03:04<15:00:51,  3.82s/it]
 69%|██████▉   | 32135/46302 [34:03:08<15:00:43,  3.81s/it]
 69%|██████▉   | 32136/46302 [34:03:12<15:00:45,  3.82s/it]
 69%|██████▉   | 32137/46302 [34:03:16<15:00:35,  3.81s/it]
 69%|██████▉   | 32138/46302 [34:03:19<15:00:41,  3.82s/it]
 69%|██████▉   | 32139/46302 [34:03:23<15:00:37,  3.82s/it]
 69%|██████▉   | 32140/46302 [34:03:27<15:00:26,  3.81s/it]
 69%|██████▉   | 32141/46302 [34:03:31<15:00:19,  3.81s/it]
 69%|██████▉   | 32142/46302 [34:03:35<15:00:14,  3.81s/it]
 69%|██████▉   | 32143/46302 [34:03:38<15:00:13,  3.81s/it]
 69%|██████▉   | 32144/46302 [34:03:42<15:00:34,  3.82s/it]
 69%|██████▉   | 32145/46302 [34:03:46<15:00:36,  3.82s/it]
 69%|██████▉   | 32146/46302 [34:03:50<15:00:23,  3.82s/it]
 69%|██████▉   | 32147/46302 [34:03:54<15:00:05,  3.82s/it]
 69%|██████▉   | 32148/46302 [34:03:58<15:00:21,  3.82s/it]
 69%|██████▉   | 32149/46302 [34:04:01<15:00:13,  3.82s/it]
 69%|██████▉   | 32150/46302 [34:04:05<15:00:15,  3.82s/it]
 69%|██████▉   | 32151/46302 [34:04:09<15:00:22,  3.82s/it]
 69%|██████▉   | 32152/46302 [34:04:13<15:00:17,  3.82s/it]
 69%|██████▉   | 32153/46302 [34:04:17<15:00:14,  3.82s/it]
 69%|██████▉   | 32154/46302 [34:04:20<14:59:59,  3.82s/it]
 69%|██████▉   | 32155/46302 [34:04:24<14:59:52,  3.82s/it]
 69%|██████▉   | 32156/46302 [34:04:28<14:59:44,  3.82s/it]
 69%|██████▉   | 32157/46302 [34:04:32<14:59:28,  3.82s/it]
 69%|██████▉   | 32158/46302 [34:04:36<14:59:45,  3.82s/it]
 69%|██████▉   | 32159/46302 [34:04:40<14:59:36,  3.82s/it]
 69%|██████▉   | 32160/46302 [34:04:43<14:59:46,  3.82s/it]
 69%|██████▉   | 32161/46302 [34:04:47<14:59:38,  3.82s/it]
 69%|██████▉   | 32162/46302 [34:04:51<14:59:29,  3.82s/it]
 69%|██████▉   | 32163/46302 [34:04:55<14:59:17,  3.82s/it]
 69%|██████▉   | 32164/46302 [34:04:59<14:59:25,  3.82s/it]
 69%|██████▉   | 32165/46302 [34:05:02<14:59:13,  3.82s/it]
 69%|██████▉   | 32166/46302 [34:05:06<14:59:17,  3.82s/it]
 69%|██████▉   | 32167/46302 [34:05:10<14:59:13,  3.82s/it]
 69%|██████▉   | 32168/46302 [34:05:14<14:59:00,  3.82s/it]
 69%|██████▉   | 32169/46302 [34:05:18<14:59:02,  3.82s/it]
 69%|██████▉   | 32170/46302 [34:05:22<14:59:10,  3.82s/it]
 69%|██████▉   | 32171/46302 [34:05:25<14:59:10,  3.82s/it]
 69%|██████▉   | 32172/46302 [34:05:29<14:59:18,  3.82s/it]
 69%|██████▉   | 32173/46302 [34:05:33<14:59:06,  3.82s/it]
 69%|██████▉   | 32174/46302 [34:05:37<14:58:49,  3.82s/it]
 69%|██████▉   | 32175/46302 [34:05:41<14:58:33,  3.82s/it]
 69%|██████▉   | 32176/46302 [34:05:44<14:58:34,  3.82s/it]
 69%|██████▉   | 32177/46302 [34:05:48<14:58:30,  3.82s/it]
 69%|██████▉   | 32178/46302 [34:05:52<14:58:22,  3.82s/it]
 69%|██████▉   | 32179/46302 [34:05:56<14:58:20,  3.82s/it]
 70%|██████▉   | 32180/46302 [34:06:00<14:58:06,  3.82s/it]
 70%|██████▉   | 32181/46302 [34:06:03<14:58:00,  3.82s/it]
 70%|██████▉   | 32182/46302 [34:06:07<14:58:03,  3.82s/it]
 70%|██████▉   | 32183/46302 [34:06:11<14:57:40,  3.81s/it]
 70%|██████▉   | 32184/46302 [34:06:15<14:58:00,  3.82s/it]
 70%|██████▉   | 32185/46302 [34:06:19<14:58:06,  3.82s/it]
 70%|██████▉   | 32186/46302 [34:06:23<14:58:17,  3.82s/it]
 70%|██████▉   | 32187/46302 [34:06:26<14:58:17,  3.82s/it]
 70%|██████▉   | 32188/46302 [34:06:30<14:57:56,  3.82s/it]
 70%|██████▉   | 32189/46302 [34:06:34<14:57:58,  3.82s/it]
 70%|██████▉   | 32190/46302 [34:06:38<14:57:39,  3.82s/it]
 70%|██████▉   | 32191/46302 [34:06:42<14:57:40,  3.82s/it]
 70%|██████▉   | 32192/46302 [34:06:45<14:57:35,  3.82s/it]
 70%|██████▉   | 32193/46302 [34:06:49<14:57:27,  3.82s/it]
 70%|██████▉   | 32194/46302 [34:06:53<14:57:20,  3.82s/it]
 70%|██████▉   | 32195/46302 [34:06:57<14:57:22,  3.82s/it]
 70%|██████▉   | 32196/46302 [34:07:01<14:57:03,  3.82s/it]
 70%|██████▉   | 32197/46302 [34:07:05<14:57:02,  3.82s/it]
 70%|██████▉   | 32198/46302 [34:07:08<14:57:11,  3.82s/it]
 70%|██████▉   | 32199/46302 [34:07:12<14:57:17,  3.82s/it]
 70%|██████▉   | 32200/46302 [34:07:16<14:57:19,  3.82s/it]
 70%|██████▉   | 32201/46302 [34:07:20<14:57:04,  3.82s/it]
 70%|██████▉   | 32202/46302 [34:07:24<14:56:59,  3.82s/it]
 70%|██████▉   | 32203/46302 [34:07:27<14:57:10,  3.82s/it]
 70%|██████▉   | 32204/46302 [34:07:31<14:57:14,  3.82s/it]
 70%|██████▉   | 32205/46302 [34:07:35<14:57:12,  3.82s/it]
 70%|██████▉   | 32206/46302 [34:07:39<14:57:06,  3.82s/it]
 70%|██████▉   | 32207/46302 [34:07:43<14:56:55,  3.82s/it]
 70%|██████▉   | 32208/46302 [34:07:47<14:56:54,  3.82s/it]
 70%|██████▉   | 32209/46302 [34:07:50<14:56:44,  3.82s/it]
 70%|██████▉   | 32210/46302 [34:07:54<14:56:40,  3.82s/it]
 70%|██████▉   | 32211/46302 [34:07:58<14:56:49,  3.82s/it]
 70%|██████▉   | 32212/46302 [34:08:02<14:56:55,  3.82s/it]
 70%|██████▉   | 32213/46302 [34:08:06<14:56:52,  3.82s/it]
 70%|██████▉   | 32214/46302 [34:08:09<14:56:48,  3.82s/it]
 70%|██████▉   | 32215/46302 [34:08:13<14:56:38,  3.82s/it]
 70%|██████▉   | 32216/46302 [34:08:17<14:56:08,  3.82s/it]
 70%|██████▉   | 32217/46302 [34:08:21<14:56:15,  3.82s/it]
 70%|██████▉   | 32218/46302 [34:08:25<14:56:09,  3.82s/it]
 70%|██████▉   | 32219/46302 [34:08:29<14:56:11,  3.82s/it]
 70%|██████▉   | 32220/46302 [34:08:32<14:56:01,  3.82s/it]
 70%|██████▉   | 32221/46302 [34:08:36<14:56:02,  3.82s/it]
 70%|██████▉   | 32222/46302 [34:08:40<14:55:54,  3.82s/it]
 70%|██████▉   | 32223/46302 [34:08:44<14:55:41,  3.82s/it]
 70%|██████▉   | 32224/46302 [34:08:48<14:55:49,  3.82s/it]
 70%|██████▉   | 32225/46302 [34:08:51<14:55:28,  3.82s/it]
 70%|██████▉   | 32226/46302 [34:08:55<14:55:41,  3.82s/it]
 70%|██████▉   | 32227/46302 [34:08:59<14:55:15,  3.82s/it]
 70%|██████▉   | 32228/46302 [34:09:03<14:55:23,  3.82s/it]
 70%|██████▉   | 32229/46302 [34:09:07<14:54:53,  3.82s/it]
 70%|██████▉   | 32230/46302 [34:09:11<14:54:58,  3.82s/it]
 70%|██████▉   | 32231/46302 [34:09:14<14:54:46,  3.82s/it]
 70%|██████▉   | 32232/46302 [34:09:18<14:54:47,  3.82s/it]
 70%|██████▉   | 32233/46302 [34:09:22<14:54:46,  3.82s/it]
 70%|██████▉   | 32234/46302 [34:09:26<14:54:46,  3.82s/it]
 70%|██████▉   | 32235/46302 [34:09:30<14:54:30,  3.82s/it]
 70%|██████▉   | 32236/46302 [34:09:33<14:54:25,  3.82s/it]
 70%|██████▉   | 32237/46302 [34:09:37<14:53:54,  3.81s/it]
 70%|██████▉   | 32238/46302 [34:09:41<14:53:50,  3.81s/it]
 70%|██████▉   | 32239/46302 [34:09:45<14:53:31,  3.81s/it]
 70%|██████▉   | 32240/46302 [34:09:49<14:53:38,  3.81s/it]
 70%|██████▉   | 32241/46302 [34:09:52<14:53:19,  3.81s/it]
 70%|██████▉   | 32242/46302 [34:09:56<14:53:40,  3.81s/it]
 70%|██████▉   | 32243/46302 [34:10:00<14:53:27,  3.81s/it]
 70%|██████▉   | 32244/46302 [34:10:04<14:53:38,  3.81s/it]
 70%|██████▉   | 32245/46302 [34:10:08<14:53:46,  3.81s/it]
 70%|██████▉   | 32246/46302 [34:10:12<14:53:45,  3.82s/it]
 70%|██████▉   | 32247/46302 [34:10:15<14:53:07,  3.81s/it]
 70%|██████▉   | 32248/46302 [34:10:19<14:53:25,  3.81s/it]
 70%|██████▉   | 32249/46302 [34:10:23<14:53:27,  3.81s/it]
 70%|██████▉   | 32250/46302 [34:10:27<14:53:18,  3.81s/it]
 70%|██████▉   | 32251/46302 [34:10:31<14:53:09,  3.81s/it]
 70%|██████▉   | 32252/46302 [34:10:34<14:53:05,  3.81s/it]
 70%|██████▉   | 32253/46302 [34:10:38<14:53:06,  3.81s/it]
 70%|██████▉   | 32254/46302 [34:10:42<14:53:09,  3.81s/it]
 70%|██████▉   | 32255/46302 [34:10:46<14:52:41,  3.81s/it]
 70%|██████▉   | 32256/46302 [34:10:50<14:52:58,  3.81s/it]
 70%|██████▉   | 32257/46302 [34:10:54<14:53:00,  3.81s/it]
 70%|██████▉   | 32258/46302 [34:10:57<14:52:55,  3.81s/it]
 70%|██████▉   | 32259/46302 [34:11:01<14:52:49,  3.81s/it]
 70%|██████▉   | 32260/46302 [34:11:05<14:52:37,  3.81s/it]
 70%|██████▉   | 32261/46302 [34:11:09<14:52:23,  3.81s/it]
 70%|██████▉   | 32262/46302 [34:11:13<14:52:31,  3.81s/it]
 70%|██████▉   | 32263/46302 [34:11:16<14:52:35,  3.81s/it]
 70%|██████▉   | 32264/46302 [34:11:20<14:52:37,  3.82s/it]
 70%|██████▉   | 32265/46302 [34:11:24<14:52:33,  3.82s/it]
 70%|██████▉   | 32266/46302 [34:11:28<14:52:07,  3.81s/it]
 70%|██████▉   | 32267/46302 [34:11:32<14:52:02,  3.81s/it]
 70%|██████▉   | 32268/46302 [34:11:35<14:51:54,  3.81s/it]
 70%|██████▉   | 32269/46302 [34:11:39<14:52:01,  3.81s/it]
 70%|██████▉   | 32270/46302 [34:11:43<14:51:56,  3.81s/it]
 70%|██████▉   | 32271/46302 [34:11:47<14:51:45,  3.81s/it]
 70%|██████▉   | 32272/46302 [34:11:51<14:51:44,  3.81s/it]
 70%|██████▉   | 32273/46302 [34:11:55<14:51:32,  3.81s/it]
 70%|██████▉   | 32274/46302 [34:11:58<14:51:16,  3.81s/it]
 70%|██████▉   | 32275/46302 [34:12:02<14:51:16,  3.81s/it]
 70%|██████▉   | 32276/46302 [34:12:06<14:51:07,  3.81s/it]
 70%|██████▉   | 32277/46302 [34:12:10<14:51:32,  3.81s/it]
 70%|██████▉   | 32278/46302 [34:12:14<14:51:35,  3.81s/it]
 70%|██████▉   | 32279/46302 [34:12:17<14:51:38,  3.82s/it]
 70%|██████▉   | 32280/46302 [34:12:21<14:51:32,  3.81s/it]
 70%|██████▉   | 32281/46302 [34:12:25<14:51:24,  3.81s/it]
 70%|██████▉   | 32282/46302 [34:12:29<14:51:16,  3.81s/it]
 70%|██████▉   | 32283/46302 [34:12:33<14:51:06,  3.81s/it]
 70%|██████▉   | 32284/46302 [34:12:37<14:51:23,  3.82s/it]
 70%|██████▉   | 32285/46302 [34:12:40<14:51:23,  3.82s/it]
 70%|██████▉   | 32286/46302 [34:12:44<14:51:14,  3.82s/it]
 70%|██████▉   | 32287/46302 [34:12:48<14:51:20,  3.82s/it]
 70%|██████▉   | 32288/46302 [34:12:52<14:51:13,  3.82s/it]
 70%|██████▉   | 32289/46302 [34:12:56<14:51:07,  3.82s/it]
 70%|██████▉   | 32290/46302 [34:12:59<14:51:08,  3.82s/it]
 70%|██████▉   | 32291/46302 [34:13:03<14:51:14,  3.82s/it]
 70%|██████▉   | 32292/46302 [34:13:07<14:50:58,  3.82s/it]
 70%|██████▉   | 32293/46302 [34:13:11<14:50:47,  3.82s/it]
 70%|██████▉   | 32294/46302 [34:13:15<14:51:01,  3.82s/it]
 70%|██████▉   | 32295/46302 [34:13:18<14:50:38,  3.82s/it]
 70%|██████▉   | 32296/46302 [34:13:22<14:50:57,  3.82s/it]
 70%|██████▉   | 32297/46302 [34:13:26<14:50:57,  3.82s/it]
 70%|██████▉   | 32298/46302 [34:13:30<14:50:59,  3.82s/it]
 70%|██████▉   | 32299/46302 [34:13:34<14:50:54,  3.82s/it]
 70%|██████▉   | 32300/46302 [34:13:38<14:50:51,  3.82s/it]
 70%|██████▉   | 32301/46302 [34:13:41<14:50:44,  3.82s/it]
 70%|██████▉   | 32302/46302 [34:13:45<14:50:28,  3.82s/it]
 70%|██████▉   | 32303/46302 [34:13:49<14:50:06,  3.82s/it]
 70%|██████▉   | 32304/46302 [34:13:53<14:50:08,  3.82s/it]
 70%|██████▉   | 32305/46302 [34:13:57<14:49:50,  3.81s/it]
 70%|██████▉   | 32306/46302 [34:14:00<14:49:59,  3.82s/it]
 70%|██████▉   | 32307/46302 [34:14:04<14:49:50,  3.81s/it]
 70%|██████▉   | 32308/46302 [34:14:08<14:49:32,  3.81s/it]
 70%|██████▉   | 32309/46302 [34:14:12<14:49:30,  3.81s/it]
 70%|██████▉   | 32310/46302 [34:14:16<14:49:38,  3.81s/it]
 70%|██████▉   | 32311/46302 [34:14:20<14:49:35,  3.81s/it]
 70%|██████▉   | 32312/46302 [34:14:23<14:49:33,  3.82s/it]
 70%|██████▉   | 32313/46302 [34:14:27<14:49:30,  3.82s/it]
 70%|██████▉   | 32314/46302 [34:14:31<14:49:18,  3.81s/it]
 70%|██████▉   | 32315/46302 [34:14:35<14:48:58,  3.81s/it]
 70%|██████▉   | 32316/46302 [34:14:39<14:48:58,  3.81s/it]
 70%|██████▉   | 32317/46302 [34:14:42<14:49:06,  3.81s/it]
 70%|██████▉   | 32318/46302 [34:14:46<14:49:02,  3.81s/it]
 70%|██████▉   | 32319/46302 [34:14:50<14:49:05,  3.82s/it]
 70%|██████▉   | 32320/46302 [34:14:54<14:48:56,  3.81s/it]
 70%|██████▉   | 32321/46302 [34:14:58<14:48:41,  3.81s/it]
 70%|██████▉   | 32322/46302 [34:15:01<14:48:58,  3.82s/it]
 70%|██████▉   | 32323/46302 [34:15:05<14:48:56,  3.82s/it]
 70%|██████▉   | 32324/46302 [34:15:09<14:48:36,  3.81s/it]
 70%|██████▉   | 32325/46302 [34:15:13<14:48:13,  3.81s/it]
 70%|██████▉   | 32326/46302 [34:15:17<14:48:13,  3.81s/it]
 70%|██████▉   | 32327/46302 [34:15:21<14:48:11,  3.81s/it]
 70%|██████▉   | 32328/46302 [34:15:24<14:48:01,  3.81s/it]
 70%|██████▉   | 32329/46302 [34:15:28<14:48:09,  3.81s/it]
 70%|██████▉   | 32330/46302 [34:15:32<14:48:04,  3.81s/it]
 70%|██████▉   | 32331/46302 [34:15:36<14:48:11,  3.81s/it]
 70%|██████▉   | 32332/46302 [34:15:40<14:47:58,  3.81s/it]
 70%|██████▉   | 32333/46302 [34:15:43<14:47:52,  3.81s/it]
 70%|██████▉   | 32334/46302 [34:15:47<14:48:02,  3.81s/it]
 70%|██████▉   | 32335/46302 [34:15:51<14:48:05,  3.82s/it]
 70%|██████▉   | 32336/46302 [34:15:55<14:48:05,  3.82s/it]
 70%|██████▉   | 32337/46302 [34:15:59<14:47:53,  3.81s/it]
 70%|██████▉   | 32338/46302 [34:16:03<14:47:49,  3.81s/it]
 70%|██████▉   | 32339/46302 [34:16:06<14:47:46,  3.81s/it]
 70%|██████▉   | 32340/46302 [34:16:10<14:48:04,  3.82s/it]
 70%|██████▉   | 32341/46302 [34:16:14<14:47:54,  3.82s/it]
 70%|██████▉   | 32342/46302 [34:16:18<14:48:00,  3.82s/it]
 70%|██████▉   | 32343/46302 [34:16:22<14:47:35,  3.82s/it]
 70%|██████▉   | 32344/46302 [34:16:25<14:47:24,  3.81s/it]
 70%|██████▉   | 32345/46302 [34:16:29<14:47:16,  3.81s/it]
 70%|██████▉   | 32346/46302 [34:16:33<14:47:18,  3.81s/it]
 70%|██████▉   | 32347/46302 [34:16:37<14:47:11,  3.81s/it]
 70%|██████▉   | 32348/46302 [34:16:41<14:47:11,  3.81s/it]
 70%|██████▉   | 32349/46302 [34:16:44<14:46:54,  3.81s/it]
 70%|██████▉   | 32350/46302 [34:16:48<14:46:46,  3.81s/it]
 70%|██████▉   | 32351/46302 [34:16:52<14:46:34,  3.81s/it]
 70%|██████▉   | 32352/46302 [34:16:56<14:46:50,  3.81s/it]
 70%|██████▉   | 32353/46302 [34:17:00<14:46:44,  3.81s/it]
 70%|██████▉   | 32354/46302 [34:17:04<14:46:52,  3.82s/it]
 70%|██████▉   | 32355/46302 [34:17:07<14:46:55,  3.82s/it]
 70%|██████▉   | 32356/46302 [34:17:11<14:47:05,  3.82s/it]
 70%|██████▉   | 32357/46302 [34:17:15<14:46:49,  3.82s/it]
 70%|██████▉   | 32358/46302 [34:17:19<14:46:58,  3.82s/it]
 70%|██████▉   | 32359/46302 [34:17:23<14:46:48,  3.82s/it]
 70%|██████▉   | 32360/46302 [34:17:26<14:47:07,  3.82s/it]
 70%|██████▉   | 32361/46302 [34:17:30<14:47:00,  3.82s/it]
 70%|██████▉   | 32362/46302 [34:17:34<14:46:57,  3.82s/it]
 70%|██████▉   | 32363/46302 [34:17:38<14:46:48,  3.82s/it]
 70%|██████▉   | 32364/46302 [34:17:42<14:46:54,  3.82s/it]
 70%|██████▉   | 32365/46302 [34:17:46<14:46:46,  3.82s/it]
 70%|██████▉   | 32366/46302 [34:17:49<14:46:30,  3.82s/it]
 70%|██████▉   | 32367/46302 [34:17:53<14:46:29,  3.82s/it]
 70%|██████▉   | 32368/46302 [34:17:57<14:46:22,  3.82s/it]
 70%|██████▉   | 32369/46302 [34:18:01<14:46:17,  3.82s/it]
 70%|██████▉   | 32370/46302 [34:18:05<14:46:18,  3.82s/it]
 70%|██████▉   | 32371/46302 [34:18:08<14:46:21,  3.82s/it]
 70%|██████▉   | 32372/46302 [34:18:12<14:46:29,  3.82s/it]
 70%|██████▉   | 32373/46302 [34:18:16<14:46:14,  3.82s/it]
 70%|██████▉   | 32374/46302 [34:18:20<14:46:23,  3.82s/it]
 70%|██████▉   | 32375/46302 [34:18:24<14:46:12,  3.82s/it]
 70%|██████▉   | 32376/46302 [34:18:28<14:46:10,  3.82s/it]
 70%|██████▉   | 32377/46302 [34:18:31<14:46:09,  3.82s/it]
 70%|██████▉   | 32378/46302 [34:18:35<14:46:20,  3.82s/it]
 70%|██████▉   | 32379/46302 [34:18:39<14:45:56,  3.82s/it]
 70%|██████▉   | 32380/46302 [34:18:43<14:45:48,  3.82s/it]
 70%|██████▉   | 32381/46302 [34:18:47<14:45:41,  3.82s/it]
 70%|██████▉   | 32382/46302 [34:18:50<14:45:59,  3.82s/it]
 70%|██████▉   | 32383/46302 [34:18:54<14:46:09,  3.82s/it]
 70%|██████▉   | 32384/46302 [34:18:58<14:46:03,  3.82s/it]
 70%|██████▉   | 32385/46302 [34:19:02<14:45:53,  3.82s/it]
 70%|██████▉   | 32386/46302 [34:19:06<14:46:02,  3.82s/it]
 70%|██████▉   | 32387/46302 [34:19:10<14:45:55,  3.82s/it]
 70%|██████▉   | 32388/46302 [34:19:13<14:45:36,  3.82s/it]
 70%|██████▉   | 32389/46302 [34:19:17<14:45:19,  3.82s/it]
 70%|██████▉   | 32390/46302 [34:19:21<14:45:30,  3.82s/it]
 70%|██████▉   | 32391/46302 [34:19:25<14:45:34,  3.82s/it]
 70%|██████▉   | 32392/46302 [34:19:29<14:45:30,  3.82s/it]
 70%|██████▉   | 32393/46302 [34:19:32<14:45:30,  3.82s/it]
 70%|██████▉   | 32394/46302 [34:19:36<14:45:30,  3.82s/it]
 70%|██████▉   | 32395/46302 [34:19:40<14:45:06,  3.82s/it]
 70%|██████▉   | 32396/46302 [34:19:44<14:45:02,  3.82s/it]
 70%|██████▉   | 32397/46302 [34:19:48<14:44:56,  3.82s/it]
 70%|██████▉   | 32398/46302 [34:19:52<14:44:48,  3.82s/it]
 70%|██████▉   | 32399/46302 [34:19:55<14:44:32,  3.82s/it]
 70%|██████▉   | 32400/46302 [34:19:59<14:44:39,  3.82s/it]
 70%|██████▉   | 32401/46302 [34:20:03<14:44:38,  3.82s/it]
 70%|██████▉   | 32402/46302 [34:20:07<14:44:46,  3.82s/it]
 70%|██████▉   | 32403/46302 [34:20:11<14:44:54,  3.82s/it]
 70%|██████▉   | 32404/46302 [34:20:14<14:44:36,  3.82s/it]
 70%|██████▉   | 32405/46302 [34:20:18<14:44:46,  3.82s/it]
 70%|██████▉   | 32406/46302 [34:20:22<14:44:48,  3.82s/it]
 70%|██████▉   | 32407/46302 [34:20:26<14:44:40,  3.82s/it]
 70%|██████▉   | 32408/46302 [34:20:30<14:44:27,  3.82s/it]
 70%|██████▉   | 32409/46302 [34:20:34<14:44:14,  3.82s/it]
 70%|██████▉   | 32410/46302 [34:20:37<14:44:06,  3.82s/it]
 70%|██████▉   | 32411/46302 [34:20:41<14:44:07,  3.82s/it]
 70%|███████   | 32412/46302 [34:20:45<14:44:09,  3.82s/it]
 70%|███████   | 32413/46302 [34:20:49<14:44:21,  3.82s/it]
 70%|███████   | 32414/46302 [34:20:53<14:44:09,  3.82s/it]
 70%|███████   | 32415/46302 [34:20:56<14:43:53,  3.82s/it]
 70%|███████   | 32416/46302 [34:21:00<14:43:59,  3.82s/it]
 70%|███████   | 32417/46302 [34:21:04<14:43:39,  3.82s/it]
 70%|███████   | 32418/46302 [34:21:08<14:43:38,  3.82s/it]
 70%|███████   | 32419/46302 [34:21:12<14:43:45,  3.82s/it]
 70%|███████   | 32420/46302 [34:21:16<14:43:37,  3.82s/it]
 70%|███████   | 32421/46302 [34:21:19<14:43:37,  3.82s/it]
 70%|███████   | 32422/46302 [34:21:23<14:43:27,  3.82s/it]
 70%|███████   | 32423/46302 [34:21:27<14:43:20,  3.82s/it]
 70%|███████   | 32424/46302 [34:21:31<14:43:25,  3.82s/it]
 70%|███████   | 32425/46302 [34:21:35<14:43:29,  3.82s/it]
 70%|███████   | 32426/46302 [34:21:38<14:43:10,  3.82s/it]
 70%|███████   | 32427/46302 [34:21:42<14:42:48,  3.82s/it]
 70%|███████   | 32428/46302 [34:21:46<14:42:55,  3.82s/it]
 70%|███████   | 32429/46302 [34:21:50<14:43:01,  3.82s/it]
 70%|███████   | 32430/46302 [34:21:54<14:42:51,  3.82s/it]
 70%|███████   | 32431/46302 [34:21:58<14:42:19,  3.82s/it]
 70%|███████   | 32432/46302 [34:22:01<14:42:23,  3.82s/it]
 70%|███████   | 32433/46302 [34:22:05<14:42:07,  3.82s/it]
 70%|███████   | 32434/46302 [34:22:09<14:42:05,  3.82s/it]
 70%|███████   | 32435/46302 [34:22:13<14:41:56,  3.82s/it]
 70%|███████   | 32436/46302 [34:22:17<14:42:07,  3.82s/it]
 70%|███████   | 32437/46302 [34:22:20<14:41:59,  3.82s/it]
 70%|███████   | 32438/46302 [34:22:24<14:42:10,  3.82s/it]
 70%|███████   | 32439/46302 [34:22:28<14:41:55,  3.82s/it]
 70%|███████   | 32440/46302 [34:22:32<14:41:52,  3.82s/it]
 70%|███████   | 32441/46302 [34:22:36<14:41:37,  3.82s/it]
 70%|███████   | 32442/46302 [34:22:40<14:41:27,  3.82s/it]
 70%|███████   | 32443/46302 [34:22:43<14:41:25,  3.82s/it]
 70%|███████   | 32444/46302 [34:22:47<14:41:34,  3.82s/it]
 70%|███████   | 32445/46302 [34:22:51<14:41:33,  3.82s/it]
 70%|███████   | 32446/46302 [34:22:55<14:41:35,  3.82s/it]
 70%|███████   | 32447/46302 [34:22:59<14:41:24,  3.82s/it]
 70%|███████   | 32448/46302 [34:23:02<14:41:36,  3.82s/it]
 70%|███████   | 32449/46302 [34:23:06<14:41:37,  3.82s/it]
 70%|███████   | 32450/46302 [34:23:10<14:41:25,  3.82s/it]
 70%|███████   | 32451/46302 [34:23:14<14:41:31,  3.82s/it]
 70%|███████   | 32452/46302 [34:23:18<14:41:39,  3.82s/it]
 70%|███████   | 32453/46302 [34:23:22<14:41:33,  3.82s/it]
 70%|███████   | 32454/46302 [34:23:25<14:41:18,  3.82s/it]
 70%|███████   | 32455/46302 [34:23:29<14:41:06,  3.82s/it]
 70%|███████   | 32456/46302 [34:23:33<14:40:53,  3.82s/it]
 70%|███████   | 32457/46302 [34:23:37<14:40:42,  3.82s/it]
 70%|███████   | 32458/46302 [34:23:41<14:40:35,  3.82s/it]
 70%|███████   | 32459/46302 [34:23:44<14:40:45,  3.82s/it]
 70%|███████   | 32460/46302 [34:23:48<14:40:40,  3.82s/it]
 70%|███████   | 32461/46302 [34:23:52<14:40:42,  3.82s/it]
 70%|███████   | 32462/46302 [34:23:56<14:40:52,  3.82s/it]
 70%|███████   | 32463/46302 [34:24:00<14:40:45,  3.82s/it]
 70%|███████   | 32464/46302 [34:24:04<14:40:55,  3.82s/it]
 70%|███████   | 32465/46302 [34:24:07<14:40:51,  3.82s/it]
 70%|███████   | 32466/46302 [34:24:11<14:40:31,  3.82s/it]
 70%|███████   | 32467/46302 [34:24:15<14:40:21,  3.82s/it]
 70%|███████   | 32468/46302 [34:24:19<14:40:38,  3.82s/it]
 70%|███████   | 32469/46302 [34:24:23<14:40:38,  3.82s/it]
 70%|███████   | 32470/46302 [34:24:26<14:40:42,  3.82s/it]
 70%|███████   | 32471/46302 [34:24:30<14:40:45,  3.82s/it]
 70%|███████   | 32472/46302 [34:24:34<14:40:25,  3.82s/it]
 70%|███████   | 32473/46302 [34:24:38<14:40:08,  3.82s/it]
 70%|███████   | 32474/46302 [34:24:42<14:39:45,  3.82s/it]
 70%|███████   | 32475/46302 [34:24:46<14:39:43,  3.82s/it]
 70%|███████   | 32476/46302 [34:24:49<14:39:45,  3.82s/it]
 70%|███████   | 32477/46302 [34:24:53<14:39:52,  3.82s/it]
 70%|███████   | 32478/46302 [34:24:57<14:39:52,  3.82s/it]
 70%|███████   | 32479/46302 [34:25:01<14:39:46,  3.82s/it]
 70%|███████   | 32480/46302 [34:25:05<14:39:52,  3.82s/it]
 70%|███████   | 32481/46302 [34:25:08<14:40:03,  3.82s/it]
 70%|███████   | 32482/46302 [34:25:12<14:39:58,  3.82s/it]
 70%|███████   | 32483/46302 [34:25:16<14:39:34,  3.82s/it]
 70%|███████   | 32484/46302 [34:25:20<14:39:45,  3.82s/it]
 70%|███████   | 32485/46302 [34:25:24<14:39:39,  3.82s/it]
 70%|███████   | 32486/46302 [34:25:28<14:39:47,  3.82s/it]
 70%|███████   | 32487/46302 [34:25:31<14:39:20,  3.82s/it]
 70%|███████   | 32488/46302 [34:25:35<14:39:01,  3.82s/it]
 70%|███████   | 32489/46302 [34:25:39<14:39:04,  3.82s/it]
 70%|███████   | 32490/46302 [34:25:43<14:39:20,  3.82s/it]
 70%|███████   | 32491/46302 [34:25:47<14:39:13,  3.82s/it]
 70%|███████   | 32492/46302 [34:25:50<14:38:52,  3.82s/it]
 70%|███████   | 32493/46302 [34:25:54<14:38:59,  3.82s/it]
 70%|███████   | 32494/46302 [34:25:58<14:39:11,  3.82s/it]
 70%|███████   | 32495/46302 [34:26:02<14:39:08,  3.82s/it]
 70%|███████   | 32496/46302 [34:26:06<14:38:50,  3.82s/it]
 70%|███████   | 32497/46302 [34:26:10<14:38:36,  3.82s/it]
 70%|███████   | 32498/46302 [34:26:13<14:38:16,  3.82s/it]
 70%|███████   | 32499/46302 [34:26:17<14:38:18,  3.82s/it]
 70%|███████   | 32500/46302 [34:26:21<14:38:28,  3.82s/it]
                                                           
{'loss': 3.1581, 'learning_rate': 0.0015233323032095715, 'epoch': 0.7}

 70%|███████   | 32500/46302 [34:26:21<14:38:28,  3.82s/it]
 70%|███████   | 32501/46302 [34:26:25<14:38:53,  3.82s/it]
 70%|███████   | 32502/46302 [34:26:29<14:38:32,  3.82s/it]
 70%|███████   | 32503/46302 [34:26:33<14:38:25,  3.82s/it]
 70%|███████   | 32504/46302 [34:26:36<14:38:21,  3.82s/it]
 70%|███████   | 32505/46302 [34:26:40<14:38:01,  3.82s/it]
 70%|███████   | 32506/46302 [34:26:44<14:37:57,  3.82s/it]
 70%|███████   | 32507/46302 [34:26:48<14:38:00,  3.82s/it]
 70%|███████   | 32508/46302 [34:26:52<14:37:59,  3.82s/it]
 70%|███████   | 32509/46302 [34:26:55<14:37:57,  3.82s/it]
 70%|███████   | 32510/46302 [34:26:59<14:37:55,  3.82s/it]
 70%|███████   | 32511/46302 [34:27:03<14:37:41,  3.82s/it]
 70%|███████   | 32512/46302 [34:27:07<14:37:40,  3.82s/it]
 70%|███████   | 32513/46302 [34:27:11<14:37:51,  3.82s/it]
 70%|███████   | 32514/46302 [34:27:15<14:37:47,  3.82s/it]
 70%|███████   | 32515/46302 [34:27:18<14:37:55,  3.82s/it]
 70%|███████   | 32516/46302 [34:27:22<14:37:56,  3.82s/it]
 70%|███████   | 32517/46302 [34:27:26<14:37:56,  3.82s/it]
 70%|███████   | 32518/46302 [34:27:30<14:37:51,  3.82s/it]
 70%|███████   | 32519/46302 [34:27:34<14:37:55,  3.82s/it]
 70%|███████   | 32520/46302 [34:27:37<14:37:38,  3.82s/it]
 70%|███████   | 32521/46302 [34:27:41<14:37:30,  3.82s/it]
 70%|███████   | 32522/46302 [34:27:45<14:37:22,  3.82s/it]
 70%|███████   | 32523/46302 [34:27:49<14:37:37,  3.82s/it]
 70%|███████   | 32524/46302 [34:27:53<14:37:44,  3.82s/it]
 70%|███████   | 32525/46302 [34:27:57<14:37:34,  3.82s/it]
 70%|███████   | 32526/46302 [34:28:00<14:37:21,  3.82s/it]
 70%|███████   | 32527/46302 [34:28:04<14:37:10,  3.82s/it]
 70%|███████   | 32528/46302 [34:28:08<14:36:48,  3.82s/it]
 70%|███████   | 32529/46302 [34:28:12<14:36:42,  3.82s/it]
 70%|███████   | 32530/46302 [34:28:16<14:36:43,  3.82s/it]
 70%|███████   | 32531/46302 [34:28:19<14:36:48,  3.82s/it]
 70%|███████   | 32532/46302 [34:28:23<14:36:49,  3.82s/it]
 70%|███████   | 32533/46302 [34:28:27<14:36:54,  3.82s/it]
 70%|███████   | 32534/46302 [34:28:31<14:36:56,  3.82s/it]
 70%|███████   | 32535/46302 [34:28:35<14:36:51,  3.82s/it]
 70%|███████   | 32536/46302 [34:28:39<14:36:44,  3.82s/it]
 70%|███████   | 32537/46302 [34:28:42<14:36:38,  3.82s/it]
 70%|███████   | 32538/46302 [34:28:46<14:36:36,  3.82s/it]
 70%|███████   | 32539/46302 [34:28:50<14:36:15,  3.82s/it]
 70%|███████   | 32540/46302 [34:28:54<14:36:03,  3.82s/it]
 70%|███████   | 32541/46302 [34:28:58<14:36:07,  3.82s/it]
 70%|███████   | 32542/46302 [34:29:02<14:35:54,  3.82s/it]
 70%|███████   | 32543/46302 [34:29:05<14:35:47,  3.82s/it]
 70%|███████   | 32544/46302 [34:29:09<14:35:44,  3.82s/it]
 70%|███████   | 32545/46302 [34:29:13<14:35:33,  3.82s/it]
 70%|███████   | 32546/46302 [34:29:17<14:35:07,  3.82s/it]
 70%|███████   | 32547/46302 [34:29:21<14:35:04,  3.82s/it]
 70%|███████   | 32548/46302 [34:29:24<14:34:55,  3.82s/it]
 70%|███████   | 32549/46302 [34:29:28<14:35:06,  3.82s/it]
 70%|███████   | 32550/46302 [34:29:32<14:35:28,  3.82s/it]
 70%|███████   | 32551/46302 [34:29:36<14:35:35,  3.82s/it]
 70%|███████   | 32552/46302 [34:29:40<14:35:14,  3.82s/it]
 70%|███████   | 32553/46302 [34:29:44<14:35:16,  3.82s/it]
 70%|███████   | 32554/46302 [34:29:47<14:35:15,  3.82s/it]
 70%|███████   | 32555/46302 [34:29:51<14:35:20,  3.82s/it]
 70%|███████   | 32556/46302 [34:29:55<14:35:12,  3.82s/it]
 70%|███████   | 32557/46302 [34:29:59<14:35:08,  3.82s/it]
 70%|███████   | 32558/46302 [34:30:03<14:34:59,  3.82s/it]
 70%|███████   | 32559/46302 [34:30:06<14:34:39,  3.82s/it]
 70%|███████   | 32560/46302 [34:30:10<14:34:23,  3.82s/it]
 70%|███████   | 32561/46302 [34:30:14<14:34:12,  3.82s/it]
 70%|███████   | 32562/46302 [34:30:18<14:34:23,  3.82s/it]
 70%|███████   | 32563/46302 [34:30:22<14:34:27,  3.82s/it]
 70%|███████   | 32564/46302 [34:30:26<14:34:30,  3.82s/it]
 70%|███████   | 32565/46302 [34:30:29<14:34:32,  3.82s/it]
 70%|███████   | 32566/46302 [34:30:33<14:34:10,  3.82s/it]
 70%|███████   | 32567/46302 [34:30:37<14:34:10,  3.82s/it]
 70%|███████   | 32568/46302 [34:30:41<14:34:10,  3.82s/it]
 70%|███████   | 32569/46302 [34:30:45<14:34:15,  3.82s/it]
 70%|███████   | 32570/46302 [34:30:48<14:34:12,  3.82s/it]
 70%|███████   | 32571/46302 [34:30:52<14:34:14,  3.82s/it]
 70%|███████   | 32572/46302 [34:30:56<14:33:59,  3.82s/it]
 70%|███████   | 32573/46302 [34:31:00<14:34:01,  3.82s/it]
 70%|███████   | 32574/46302 [34:31:04<14:33:39,  3.82s/it]
 70%|███████   | 32575/46302 [34:31:08<14:33:33,  3.82s/it]
 70%|███████   | 32576/46302 [34:31:11<14:33:24,  3.82s/it]
 70%|███████   | 32577/46302 [34:31:15<14:33:28,  3.82s/it]
 70%|███████   | 32578/46302 [34:31:19<14:33:26,  3.82s/it]
 70%|███████   | 32579/46302 [34:31:23<14:33:28,  3.82s/it]
 70%|███████   | 32580/46302 [34:31:27<14:33:33,  3.82s/it]
 70%|███████   | 32581/46302 [34:31:30<14:33:30,  3.82s/it]
 70%|███████   | 32582/46302 [34:31:34<14:33:22,  3.82s/it]
 70%|███████   | 32583/46302 [34:31:38<14:33:00,  3.82s/it]
 70%|███████   | 32584/46302 [34:31:42<14:33:03,  3.82s/it]
 70%|███████   | 32585/46302 [34:31:46<14:33:06,  3.82s/it]
 70%|███████   | 32586/46302 [34:31:50<14:33:05,  3.82s/it]
 70%|███████   | 32587/46302 [34:31:53<14:32:53,  3.82s/it]
 70%|███████   | 32588/46302 [34:31:57<14:32:43,  3.82s/it]
 70%|███████   | 32589/46302 [34:32:01<14:32:40,  3.82s/it]
 70%|███████   | 32590/46302 [34:32:05<14:32:42,  3.82s/it]
 70%|███████   | 32591/46302 [34:32:09<14:32:28,  3.82s/it]
 70%|███████   | 32592/46302 [34:32:12<14:32:25,  3.82s/it]
 70%|███████   | 32593/46302 [34:32:16<14:32:18,  3.82s/it]
 70%|███████   | 32594/46302 [34:32:20<14:32:37,  3.82s/it]
 70%|███████   | 32595/46302 [34:32:24<14:32:36,  3.82s/it]
 70%|███████   | 32596/46302 [34:32:28<14:32:33,  3.82s/it]
 70%|███████   | 32597/46302 [34:32:32<14:32:40,  3.82s/it]
 70%|███████   | 32598/46302 [34:32:35<14:32:28,  3.82s/it]
 70%|███████   | 32599/46302 [34:32:39<14:32:27,  3.82s/it]
 70%|███████   | 32600/46302 [34:32:43<14:32:28,  3.82s/it]
 70%|███████   | 32601/46302 [34:32:47<14:32:37,  3.82s/it]
 70%|███████   | 32602/46302 [34:32:51<14:32:23,  3.82s/it]
 70%|███████   | 32603/46302 [34:32:54<14:32:20,  3.82s/it]
 70%|███████   | 32604/46302 [34:32:58<14:31:54,  3.82s/it]
 70%|███████   | 32605/46302 [34:33:02<14:31:56,  3.82s/it]
 70%|███████   | 32606/46302 [34:33:06<14:31:43,  3.82s/it]
 70%|███████   | 32607/46302 [34:33:10<14:31:54,  3.82s/it]
 70%|███████   | 32608/46302 [34:33:14<14:31:45,  3.82s/it]
 70%|███████   | 32609/46302 [34:33:17<14:31:41,  3.82s/it]
 70%|███████   | 32610/46302 [34:33:21<14:31:49,  3.82s/it]
 70%|███████   | 32611/46302 [34:33:25<14:32:00,  3.82s/it]
 70%|███████   | 32612/46302 [34:33:29<14:31:54,  3.82s/it]
 70%|███████   | 32613/46302 [34:33:33<14:31:52,  3.82s/it]
 70%|███████   | 32614/46302 [34:33:36<14:31:41,  3.82s/it]
 70%|███████   | 32615/46302 [34:33:40<14:31:29,  3.82s/it]
 70%|███████   | 32616/46302 [34:33:44<14:31:22,  3.82s/it]
 70%|███████   | 32617/46302 [34:33:48<14:31:19,  3.82s/it]
 70%|███████   | 32618/46302 [34:33:52<14:31:00,  3.82s/it]
 70%|███████   | 32619/46302 [34:33:56<14:30:52,  3.82s/it]
 70%|███████   | 32620/46302 [34:33:59<14:30:46,  3.82s/it]
 70%|███████   | 32621/46302 [34:34:03<14:30:46,  3.82s/it]
 70%|███████   | 32622/46302 [34:34:07<14:30:56,  3.82s/it]
 70%|███████   | 32623/46302 [34:34:11<14:30:42,  3.82s/it]
 70%|███████   | 32624/46302 [34:34:15<14:30:36,  3.82s/it]
 70%|███████   | 32625/46302 [34:34:19<14:30:48,  3.82s/it]
 70%|███████   | 32626/46302 [34:34:22<14:30:50,  3.82s/it]
 70%|███████   | 32627/46302 [34:34:26<14:30:54,  3.82s/it]
 70%|███████   | 32628/46302 [34:34:30<14:30:37,  3.82s/it]
 70%|███████   | 32629/46302 [34:34:34<14:30:43,  3.82s/it]
 70%|███████   | 32630/46302 [34:34:38<14:30:32,  3.82s/it]
 70%|███████   | 32631/46302 [34:34:41<14:30:25,  3.82s/it]
 70%|███████   | 32632/46302 [34:34:45<14:30:24,  3.82s/it]
 70%|███████   | 32633/46302 [34:34:49<14:30:40,  3.82s/it]
 70%|███████   | 32634/46302 [34:34:53<14:30:14,  3.82s/it]
 70%|███████   | 32635/46302 [34:34:57<14:30:12,  3.82s/it]
 70%|███████   | 32636/46302 [34:35:01<14:30:03,  3.82s/it]
 70%|███████   | 32637/46302 [34:35:04<14:30:02,  3.82s/it]
 70%|███████   | 32638/46302 [34:35:08<14:29:56,  3.82s/it]
 70%|███████   | 32639/46302 [34:35:12<14:29:58,  3.82s/it]
 70%|███████   | 32640/46302 [34:35:16<14:29:39,  3.82s/it]
 70%|███████   | 32641/46302 [34:35:20<14:29:45,  3.82s/it]
 70%|███████   | 32642/46302 [34:35:23<14:29:46,  3.82s/it]
 71%|███████   | 32643/46302 [34:35:27<14:29:51,  3.82s/it]
 71%|███████   | 32644/46302 [34:35:31<14:29:30,  3.82s/it]
 71%|███████   | 32645/46302 [34:35:35<14:29:33,  3.82s/it]
 71%|███████   | 32646/46302 [34:35:39<14:29:28,  3.82s/it]
 71%|███████   | 32647/46302 [34:35:43<14:29:39,  3.82s/it]
 71%|███████   | 32648/46302 [34:35:46<14:29:38,  3.82s/it]
 71%|███████   | 32649/46302 [34:35:50<14:29:45,  3.82s/it]
 71%|███████   | 32650/46302 [34:35:54<14:29:45,  3.82s/it]
 71%|███████   | 32651/46302 [34:35:58<14:29:29,  3.82s/it]
 71%|███████   | 32652/46302 [34:36:02<14:29:24,  3.82s/it]
 71%|███████   | 32653/46302 [34:36:05<14:29:11,  3.82s/it]
 71%|███████   | 32654/46302 [34:36:09<14:29:01,  3.82s/it]
 71%|███████   | 32655/46302 [34:36:13<14:29:16,  3.82s/it]
 71%|███████   | 32656/46302 [34:36:17<14:29:03,  3.82s/it]
 71%|███████   | 32657/46302 [34:36:21<14:29:01,  3.82s/it]
 71%|███████   | 32658/46302 [34:36:25<14:28:48,  3.82s/it]
 71%|███████   | 32659/46302 [34:36:28<14:28:40,  3.82s/it]
 71%|███████   | 32660/46302 [34:36:32<14:28:44,  3.82s/it]
 71%|███████   | 32661/46302 [34:36:36<14:28:38,  3.82s/it]
 71%|███████   | 32662/46302 [34:36:40<14:28:44,  3.82s/it]
 71%|███████   | 32663/46302 [34:36:44<14:28:43,  3.82s/it]
 71%|███████   | 32664/46302 [34:36:48<14:28:30,  3.82s/it]
 71%|███████   | 32665/46302 [34:36:51<14:28:25,  3.82s/it]
 71%|███████   | 32666/46302 [34:36:55<14:28:33,  3.82s/it]
 71%|███████   | 32667/46302 [34:36:59<14:28:32,  3.82s/it]
 71%|███████   | 32668/46302 [34:37:03<14:28:27,  3.82s/it]
 71%|███████   | 32669/46302 [34:37:07<14:28:35,  3.82s/it]
 71%|███████   | 32670/46302 [34:37:10<14:28:24,  3.82s/it]
 71%|███████   | 32671/46302 [34:37:14<14:28:29,  3.82s/it]
 71%|███████   | 32672/46302 [34:37:18<14:28:25,  3.82s/it]
 71%|███████   | 32673/46302 [34:37:22<14:28:23,  3.82s/it]
 71%|███████   | 32674/46302 [34:37:26<14:28:19,  3.82s/it]
 71%|███████   | 32675/46302 [34:37:30<14:28:11,  3.82s/it]
 71%|███████   | 32676/46302 [34:37:33<14:28:03,  3.82s/it]
 71%|███████   | 32677/46302 [34:37:37<14:27:59,  3.82s/it]
 71%|███████   | 32678/46302 [34:37:41<14:27:51,  3.82s/it]
 71%|███████   | 32679/46302 [34:37:45<14:27:43,  3.82s/it]
 71%|███████   | 32680/46302 [34:37:49<14:27:52,  3.82s/it]
 71%|███████   | 32681/46302 [34:37:53<14:27:54,  3.82s/it]
 71%|███████   | 32682/46302 [34:37:56<14:27:54,  3.82s/it]
 71%|███████   | 32683/46302 [34:38:00<14:27:55,  3.82s/it]
 71%|███████   | 32684/46302 [34:38:04<14:27:50,  3.82s/it]
 71%|███████   | 32685/46302 [34:38:08<14:27:39,  3.82s/it]
 71%|███████   | 32686/46302 [34:38:12<14:27:25,  3.82s/it]
 71%|███████   | 32687/46302 [34:38:15<14:27:22,  3.82s/it]
 71%|███████   | 32688/46302 [34:38:19<14:27:13,  3.82s/it]
 71%|███████   | 32689/46302 [34:38:23<14:27:18,  3.82s/it]
 71%|███████   | 32690/46302 [34:38:27<14:27:15,  3.82s/it]
 71%|███████   | 32691/46302 [34:38:31<14:26:49,  3.82s/it]
 71%|███████   | 32692/46302 [34:38:35<14:26:38,  3.82s/it]
 71%|███████   | 32693/46302 [34:38:38<14:26:38,  3.82s/it]
 71%|███████   | 32694/46302 [34:38:42<14:26:39,  3.82s/it]
 71%|███████   | 32695/46302 [34:38:46<14:26:30,  3.82s/it]
 71%|███████   | 32696/46302 [34:38:50<14:26:08,  3.82s/it]
 71%|███████   | 32697/46302 [34:38:54<14:26:04,  3.82s/it]
 71%|███████   | 32698/46302 [34:38:57<14:26:12,  3.82s/it]
 71%|███████   | 32699/46302 [34:39:01<14:26:26,  3.82s/it]
 71%|███████   | 32700/46302 [34:39:05<14:26:25,  3.82s/it]
 71%|███████   | 32701/46302 [34:39:09<14:26:32,  3.82s/it]
 71%|███████   | 32702/46302 [34:39:13<14:26:23,  3.82s/it]
 71%|███████   | 32703/46302 [34:39:17<14:26:19,  3.82s/it]
 71%|███████   | 32704/46302 [34:39:20<14:25:58,  3.82s/it]
 71%|███████   | 32705/46302 [34:39:24<14:25:32,  3.82s/it]
 71%|███████   | 32706/46302 [34:39:28<14:25:20,  3.82s/it]
 71%|███████   | 32707/46302 [34:39:32<14:25:17,  3.82s/it]
 71%|███████   | 32708/46302 [34:39:36<14:25:07,  3.82s/it]
 71%|███████   | 32709/46302 [34:39:39<14:25:28,  3.82s/it]
 71%|███████   | 32710/46302 [34:39:43<14:25:27,  3.82s/it]
 71%|███████   | 32711/46302 [34:39:47<14:25:27,  3.82s/it]
 71%|███████   | 32712/46302 [34:39:51<14:25:14,  3.82s/it]
 71%|███████   | 32713/46302 [34:39:55<14:25:03,  3.82s/it]
 71%|███████   | 32714/46302 [34:39:59<14:25:11,  3.82s/it]
 71%|███████   | 32715/46302 [34:40:02<14:24:54,  3.82s/it]
 71%|███████   | 32716/46302 [34:40:06<14:24:57,  3.82s/it]
 71%|███████   | 32717/46302 [34:40:10<14:25:09,  3.82s/it]
 71%|███████   | 32718/46302 [34:40:14<14:25:06,  3.82s/it]
 71%|███████   | 32719/46302 [34:40:18<14:24:45,  3.82s/it]
 71%|███████   | 32720/46302 [34:40:22<14:24:45,  3.82s/it]
 71%|███████   | 32721/46302 [34:40:25<14:24:58,  3.82s/it]
 71%|███████   | 32722/46302 [34:40:29<14:24:48,  3.82s/it]
 71%|███████   | 32723/46302 [34:40:33<14:24:31,  3.82s/it]
 71%|███████   | 32724/46302 [34:40:37<14:24:05,  3.82s/it]
 71%|███████   | 32725/46302 [34:40:41<14:24:11,  3.82s/it]
 71%|███████   | 32726/46302 [34:40:44<14:24:11,  3.82s/it]
 71%|███████   | 32727/46302 [34:40:48<14:24:04,  3.82s/it]
 71%|███████   | 32728/46302 [34:40:52<14:24:06,  3.82s/it]
 71%|███████   | 32729/46302 [34:40:56<14:24:07,  3.82s/it]
 71%|███████   | 32730/46302 [34:41:00<14:24:02,  3.82s/it]
 71%|███████   | 32731/46302 [34:41:04<14:23:48,  3.82s/it]
 71%|███████   | 32732/46302 [34:41:07<14:23:42,  3.82s/it]
 71%|███████   | 32733/46302 [34:41:11<14:23:57,  3.82s/it]
 71%|███████   | 32734/46302 [34:41:15<14:23:39,  3.82s/it]
 71%|███████   | 32735/46302 [34:41:19<14:23:45,  3.82s/it]
 71%|███████   | 32736/46302 [34:41:23<14:23:34,  3.82s/it]
 71%|███████   | 32737/46302 [34:41:26<14:23:33,  3.82s/it]
 71%|███████   | 32738/46302 [34:41:30<14:23:36,  3.82s/it]
 71%|███████   | 32739/46302 [34:41:34<14:23:42,  3.82s/it]
 71%|███████   | 32740/46302 [34:41:38<14:23:50,  3.82s/it]
 71%|███████   | 32741/46302 [34:41:42<14:23:47,  3.82s/it]
 71%|███████   | 32742/46302 [34:41:46<14:23:36,  3.82s/it]
 71%|███████   | 32743/46302 [34:41:49<14:23:29,  3.82s/it]
 71%|███████   | 32744/46302 [34:41:53<14:23:13,  3.82s/it]
 71%|███████   | 32745/46302 [34:41:57<14:23:25,  3.82s/it]
 71%|███████   | 32746/46302 [34:42:01<14:23:18,  3.82s/it]
 71%|███████   | 32747/46302 [34:42:05<14:23:06,  3.82s/it]
 71%|███████   | 32748/46302 [34:42:08<14:23:02,  3.82s/it]
 71%|███████   | 32749/46302 [34:42:12<14:23:11,  3.82s/it]
 71%|███████   | 32750/46302 [34:42:16<14:23:00,  3.82s/it]
 71%|███████   | 32751/46302 [34:42:20<14:22:49,  3.82s/it]
 71%|███████   | 32752/46302 [34:42:24<14:22:51,  3.82s/it]
 71%|███████   | 32753/46302 [34:42:28<14:22:49,  3.82s/it]
 71%|███████   | 32754/46302 [34:42:31<14:22:58,  3.82s/it]
 71%|███████   | 32755/46302 [34:42:35<14:22:45,  3.82s/it]
 71%|███████   | 32756/46302 [34:42:39<14:22:39,  3.82s/it]
 71%|███████   | 32757/46302 [34:42:43<14:22:38,  3.82s/it]
 71%|███████   | 32758/46302 [34:42:47<14:22:38,  3.82s/it]
 71%|███████   | 32759/46302 [34:42:51<14:22:30,  3.82s/it]
 71%|███████   | 32760/46302 [34:42:54<14:22:20,  3.82s/it]
 71%|███████   | 32761/46302 [34:42:58<14:22:25,  3.82s/it]
 71%|███████   | 32762/46302 [34:43:02<14:22:09,  3.82s/it]
 71%|███████   | 32763/46302 [34:43:06<14:22:14,  3.82s/it]
 71%|███████   | 32764/46302 [34:43:10<14:22:01,  3.82s/it]
 71%|███████   | 32765/46302 [34:43:13<14:22:05,  3.82s/it]
 71%|███████   | 32766/46302 [34:43:17<14:21:47,  3.82s/it]
 71%|███████   | 32767/46302 [34:43:21<14:21:43,  3.82s/it]
 71%|███████   | 32768/46302 [34:43:25<14:21:43,  3.82s/it]
 71%|███████   | 32769/46302 [34:43:29<14:21:22,  3.82s/it]
 71%|███████   | 32770/46302 [34:43:33<14:21:21,  3.82s/it]
 71%|███████   | 32771/46302 [34:43:36<14:21:33,  3.82s/it]
 71%|███████   | 32772/46302 [34:43:40<14:21:37,  3.82s/it]
 71%|███████   | 32773/46302 [34:43:44<14:21:49,  3.82s/it]
 71%|███████   | 32774/46302 [34:43:48<14:21:45,  3.82s/it]
 71%|███████   | 32775/46302 [34:43:52<14:21:24,  3.82s/it]
 71%|███████   | 32776/46302 [34:43:55<14:21:02,  3.82s/it]
 71%|███████   | 32777/46302 [34:43:59<14:20:58,  3.82s/it]
 71%|███████   | 32778/46302 [34:44:03<14:20:58,  3.82s/it]
 71%|███████   | 32779/46302 [34:44:07<14:21:13,  3.82s/it]
 71%|███████   | 32780/46302 [34:44:11<14:21:12,  3.82s/it]
 71%|███████   | 32781/46302 [34:44:15<14:21:24,  3.82s/it]
 71%|███████   | 32782/46302 [34:44:18<14:21:26,  3.82s/it]
 71%|███████   | 32783/46302 [34:44:22<14:21:24,  3.82s/it]
 71%|███████   | 32784/46302 [34:44:26<14:21:03,  3.82s/it]
 71%|███████   | 32785/46302 [34:44:30<14:21:08,  3.82s/it]
 71%|███████   | 32786/46302 [34:44:34<14:21:05,  3.82s/it]
 71%|███████   | 32787/46302 [34:44:38<14:20:50,  3.82s/it]
 71%|███████   | 32788/46302 [34:44:41<14:21:02,  3.82s/it]
 71%|███████   | 32789/46302 [34:44:45<14:20:52,  3.82s/it]
 71%|███████   | 32790/46302 [34:44:49<14:20:39,  3.82s/it]
 71%|███████   | 32791/46302 [34:44:53<14:20:28,  3.82s/it]
 71%|███████   | 32792/46302 [34:44:57<14:20:28,  3.82s/it]
 71%|███████   | 32793/46302 [34:45:00<14:20:29,  3.82s/it]
 71%|███████   | 32794/46302 [34:45:04<14:20:17,  3.82s/it]
 71%|███████   | 32795/46302 [34:45:08<14:20:18,  3.82s/it]
 71%|███████   | 32796/46302 [34:45:12<14:20:04,  3.82s/it]
 71%|███████   | 32797/46302 [34:45:16<14:20:02,  3.82s/it]
 71%|███████   | 32798/46302 [34:45:20<14:19:45,  3.82s/it]
 71%|███████   | 32799/46302 [34:45:23<14:19:51,  3.82s/it]
 71%|███████   | 32800/46302 [34:45:27<14:19:31,  3.82s/it]
 71%|███████   | 32801/46302 [34:45:31<14:19:41,  3.82s/it]
 71%|███████   | 32802/46302 [34:45:35<14:19:49,  3.82s/it]
 71%|███████   | 32803/46302 [34:45:39<14:19:40,  3.82s/it]
 71%|███████   | 32804/46302 [34:45:42<14:19:47,  3.82s/it]
 71%|███████   | 32805/46302 [34:45:46<14:19:40,  3.82s/it]
 71%|███████   | 32806/46302 [34:45:50<14:19:35,  3.82s/it]
 71%|███████   | 32807/46302 [34:45:54<14:19:47,  3.82s/it]
 71%|███████   | 32808/46302 [34:45:58<14:19:50,  3.82s/it]
 71%|███████   | 32809/46302 [34:46:02<14:19:42,  3.82s/it]
 71%|███████   | 32810/46302 [34:46:05<14:19:26,  3.82s/it]
 71%|███████   | 32811/46302 [34:46:09<14:19:24,  3.82s/it]
 71%|███████   | 32812/46302 [34:46:13<14:19:32,  3.82s/it]
 71%|███████   | 32813/46302 [34:46:17<14:19:19,  3.82s/it]
 71%|███████   | 32814/46302 [34:46:21<14:19:07,  3.82s/it]
 71%|███████   | 32815/46302 [34:46:25<14:19:04,  3.82s/it]
 71%|███████   | 32816/46302 [34:46:28<14:18:50,  3.82s/it]
 71%|███████   | 32817/46302 [34:46:32<14:18:33,  3.82s/it]
 71%|███████   | 32818/46302 [34:46:36<14:18:42,  3.82s/it]
 71%|███████   | 32819/46302 [34:46:40<14:18:37,  3.82s/it]
 71%|███████   | 32820/46302 [34:46:44<14:18:34,  3.82s/it]
 71%|███████   | 32821/46302 [34:46:47<14:18:29,  3.82s/it]
 71%|███████   | 32822/46302 [34:46:51<14:18:31,  3.82s/it]
 71%|███████   | 32823/46302 [34:46:55<14:18:29,  3.82s/it]
 71%|███████   | 32824/46302 [34:46:59<14:18:35,  3.82s/it]
 71%|███████   | 32825/46302 [34:47:03<14:18:23,  3.82s/it]
 71%|███████   | 32826/46302 [34:47:07<14:18:20,  3.82s/it]
 71%|███████   | 32827/46302 [34:47:10<14:18:22,  3.82s/it]
 71%|███████   | 32828/46302 [34:47:14<14:18:25,  3.82s/it]
 71%|███████   | 32829/46302 [34:47:18<14:18:32,  3.82s/it]
 71%|███████   | 32830/46302 [34:47:22<14:18:16,  3.82s/it]
 71%|███████   | 32831/46302 [34:47:26<14:17:32,  3.82s/it]
 71%|███████   | 32832/46302 [34:47:29<14:17:45,  3.82s/it]
 71%|███████   | 32833/46302 [34:47:33<14:17:47,  3.82s/it]
 71%|███████   | 32834/46302 [34:47:37<14:17:35,  3.82s/it]
 71%|███████   | 32835/46302 [34:47:41<14:17:22,  3.82s/it]
 71%|███████   | 32836/46302 [34:47:45<14:17:12,  3.82s/it]
 71%|███████   | 32837/46302 [34:47:49<14:17:21,  3.82s/it]
 71%|███████   | 32838/46302 [34:47:52<14:17:04,  3.82s/it]
 71%|███████   | 32839/46302 [34:47:56<14:17:07,  3.82s/it]
 71%|███████   | 32840/46302 [34:48:00<14:16:48,  3.82s/it]
 71%|███████   | 32841/46302 [34:48:04<14:16:40,  3.82s/it]
 71%|███████   | 32842/46302 [34:48:08<14:16:46,  3.82s/it]
 71%|███████   | 32843/46302 [34:48:11<14:16:56,  3.82s/it]
 71%|███████   | 32844/46302 [34:48:15<14:16:47,  3.82s/it]
 71%|███████   | 32845/46302 [34:48:19<14:16:42,  3.82s/it]
 71%|███████   | 32846/46302 [34:48:23<14:16:36,  3.82s/it]
 71%|███████   | 32847/46302 [34:48:27<14:16:42,  3.82s/it]
 71%|███████   | 32848/46302 [34:48:31<14:16:40,  3.82s/it]
 71%|███████   | 32849/46302 [34:48:34<14:16:37,  3.82s/it]
 71%|███████   | 32850/46302 [34:48:38<14:16:29,  3.82s/it]
 71%|███████   | 32851/46302 [34:48:42<14:16:21,  3.82s/it]
 71%|███████   | 32852/46302 [34:48:46<14:16:15,  3.82s/it]
 71%|███████   | 32853/46302 [34:48:50<14:15:46,  3.82s/it]
 71%|███████   | 32854/46302 [34:48:54<14:15:34,  3.82s/it]
 71%|███████   | 32855/46302 [34:48:57<14:15:34,  3.82s/it]
 71%|███████   | 32856/46302 [34:49:01<14:15:37,  3.82s/it]
 71%|███████   | 32857/46302 [34:49:05<14:15:44,  3.82s/it]
 71%|███████   | 32858/46302 [34:49:09<14:15:44,  3.82s/it]
 71%|███████   | 32859/46302 [34:49:13<14:15:48,  3.82s/it]
 71%|███████   | 32860/46302 [34:49:16<14:15:47,  3.82s/it]
 71%|███████   | 32861/46302 [34:49:20<14:15:49,  3.82s/it]
 71%|███████   | 32862/46302 [34:49:24<14:15:41,  3.82s/it]
 71%|███████   | 32863/46302 [34:49:28<14:15:47,  3.82s/it]
 71%|███████   | 32864/46302 [34:49:32<14:15:38,  3.82s/it]
 71%|███████   | 32865/46302 [34:49:36<14:15:24,  3.82s/it]
 71%|███████   | 32866/46302 [34:49:39<14:15:18,  3.82s/it]
 71%|███████   | 32867/46302 [34:49:43<14:15:15,  3.82s/it]
 71%|███████   | 32868/46302 [34:49:47<14:15:17,  3.82s/it]
 71%|███████   | 32869/46302 [34:49:51<14:15:17,  3.82s/it]
 71%|███████   | 32870/46302 [34:49:55<14:15:22,  3.82s/it]
 71%|███████   | 32871/46302 [34:49:58<14:14:44,  3.82s/it]
 71%|███████   | 32872/46302 [34:50:02<14:14:55,  3.82s/it]
 71%|███████   | 32873/46302 [34:50:06<14:14:49,  3.82s/it]
 71%|███████   | 32874/46302 [34:50:10<14:14:46,  3.82s/it]
 71%|███████   | 32875/46302 [34:50:14<14:14:53,  3.82s/it]
 71%|███████   | 32876/46302 [34:50:18<14:14:53,  3.82s/it]
 71%|███████   | 32877/46302 [34:50:21<14:14:47,  3.82s/it]
 71%|███████   | 32878/46302 [34:50:25<14:14:38,  3.82s/it]
 71%|███████   | 32879/46302 [34:50:29<14:14:51,  3.82s/it]
 71%|███████   | 32880/46302 [34:50:33<14:14:49,  3.82s/it]
 71%|███████   | 32881/46302 [34:50:37<14:14:35,  3.82s/it]
 71%|███████   | 32882/46302 [34:50:40<14:14:19,  3.82s/it]
 71%|███████   | 32883/46302 [34:50:44<14:14:15,  3.82s/it]
 71%|███████   | 32884/46302 [34:50:48<14:14:08,  3.82s/it]
 71%|███████   | 32885/46302 [34:50:52<14:14:10,  3.82s/it]
 71%|███████   | 32886/46302 [34:50:56<14:13:47,  3.82s/it]
 71%|███████   | 32887/46302 [34:51:00<14:13:57,  3.82s/it]
 71%|███████   | 32888/46302 [34:51:03<14:13:57,  3.82s/it]
 71%|███████   | 32889/46302 [34:51:07<14:13:46,  3.82s/it]
 71%|███████   | 32890/46302 [34:51:11<14:13:59,  3.82s/it]
 71%|███████   | 32891/46302 [34:51:15<14:14:11,  3.82s/it]
 71%|███████   | 32892/46302 [34:51:19<14:13:59,  3.82s/it]
 71%|███████   | 32893/46302 [34:51:22<14:13:53,  3.82s/it]
 71%|███████   | 32894/46302 [34:51:26<14:13:43,  3.82s/it]
 71%|███████   | 32895/46302 [34:51:30<14:13:44,  3.82s/it]
 71%|███████   | 32896/46302 [34:51:34<14:13:29,  3.82s/it]
 71%|███████   | 32897/46302 [34:51:38<14:13:40,  3.82s/it]
 71%|███████   | 32898/46302 [34:51:42<14:13:41,  3.82s/it]
 71%|███████   | 32899/46302 [34:51:45<14:13:39,  3.82s/it]
 71%|███████   | 32900/46302 [34:51:49<14:13:27,  3.82s/it]
 71%|███████   | 32901/46302 [34:51:53<14:13:30,  3.82s/it]
 71%|███████   | 32902/46302 [34:51:57<14:13:24,  3.82s/it]
 71%|███████   | 32903/46302 [34:52:01<14:13:13,  3.82s/it]
 71%|███████   | 32904/46302 [34:52:05<14:13:10,  3.82s/it]
 71%|███████   | 32905/46302 [34:52:08<14:13:08,  3.82s/it]
 71%|███████   | 32906/46302 [34:52:12<14:13:11,  3.82s/it]
 71%|███████   | 32907/46302 [34:52:16<14:13:13,  3.82s/it]
 71%|███████   | 32908/46302 [34:52:20<14:13:02,  3.82s/it]
 71%|███████   | 32909/46302 [34:52:24<14:13:07,  3.82s/it]
 71%|███████   | 32910/46302 [34:52:27<14:12:54,  3.82s/it]
 71%|███████   | 32911/46302 [34:52:31<14:12:50,  3.82s/it]
 71%|███████   | 32912/46302 [34:52:35<14:12:49,  3.82s/it]
 71%|███████   | 32913/46302 [34:52:39<14:12:40,  3.82s/it]
 71%|███████   | 32914/46302 [34:52:43<14:12:41,  3.82s/it]
 71%|███████   | 32915/46302 [34:52:47<14:12:52,  3.82s/it]
 71%|███████   | 32916/46302 [34:52:50<14:12:47,  3.82s/it]
 71%|███████   | 32917/46302 [34:52:54<14:12:39,  3.82s/it]
 71%|███████   | 32918/46302 [34:52:58<14:12:17,  3.82s/it]
 71%|███████   | 32919/46302 [34:53:02<14:12:12,  3.82s/it]
 71%|███████   | 32920/46302 [34:53:06<14:12:06,  3.82s/it]
 71%|███████   | 32921/46302 [34:53:09<14:11:51,  3.82s/it]
 71%|███████   | 32922/46302 [34:53:13<14:11:49,  3.82s/it]
 71%|███████   | 32923/46302 [34:53:17<14:11:43,  3.82s/it]
 71%|███████   | 32924/46302 [34:53:21<14:11:36,  3.82s/it]
 71%|███████   | 32925/46302 [34:53:25<14:11:37,  3.82s/it]
 71%|███████   | 32926/46302 [34:53:29<14:11:18,  3.82s/it]
 71%|███████   | 32927/46302 [34:53:32<14:11:21,  3.82s/it]
 71%|███████   | 32928/46302 [34:53:36<14:11:19,  3.82s/it]
 71%|███████   | 32929/46302 [34:53:40<14:11:01,  3.82s/it]
 71%|███████   | 32930/46302 [34:53:44<14:11:06,  3.82s/it]
 71%|███████   | 32931/46302 [34:53:48<14:11:13,  3.82s/it]
 71%|███████   | 32932/46302 [34:53:51<14:11:02,  3.82s/it]
 71%|███████   | 32933/46302 [34:53:55<14:10:53,  3.82s/it]
 71%|███████   | 32934/46302 [34:53:59<14:10:38,  3.82s/it]
 71%|███████   | 32935/46302 [34:54:03<14:10:45,  3.82s/it]
 71%|███████   | 32936/46302 [34:54:07<14:10:47,  3.82s/it]
 71%|███████   | 32937/46302 [34:54:11<14:10:49,  3.82s/it]
 71%|███████   | 32938/46302 [34:54:14<14:10:46,  3.82s/it]
 71%|███████   | 32939/46302 [34:54:18<14:10:37,  3.82s/it]
 71%|███████   | 32940/46302 [34:54:22<14:10:35,  3.82s/it]
 71%|███████   | 32941/46302 [34:54:26<14:10:48,  3.82s/it]
 71%|███████   | 32942/46302 [34:54:30<14:10:38,  3.82s/it]
 71%|███████   | 32943/46302 [34:54:34<14:10:30,  3.82s/it]
 71%|███████   | 32944/46302 [34:54:37<14:10:31,  3.82s/it]
 71%|███████   | 32945/46302 [34:54:41<14:10:29,  3.82s/it]
 71%|███████   | 32946/46302 [34:54:45<14:10:28,  3.82s/it]
 71%|███████   | 32947/46302 [34:54:49<14:10:37,  3.82s/it]
 71%|███████   | 32948/46302 [34:54:53<14:10:41,  3.82s/it]
 71%|███████   | 32949/46302 [34:54:56<14:10:37,  3.82s/it]
 71%|███████   | 32950/46302 [34:55:00<14:10:24,  3.82s/it]
 71%|███████   | 32951/46302 [34:55:04<14:10:34,  3.82s/it]
 71%|███████   | 32952/46302 [34:55:08<14:10:19,  3.82s/it]
 71%|███████   | 32953/46302 [34:55:12<14:10:18,  3.82s/it]
 71%|███████   | 32954/46302 [34:55:16<14:10:07,  3.82s/it]
 71%|███████   | 32955/46302 [34:55:19<14:10:08,  3.82s/it]
 71%|███████   | 32956/46302 [34:55:23<14:10:05,  3.82s/it]
 71%|███████   | 32957/46302 [34:55:27<14:10:08,  3.82s/it]
 71%|███████   | 32958/46302 [34:55:31<14:10:02,  3.82s/it]
 71%|███████   | 32959/46302 [34:55:35<14:10:02,  3.82s/it]
 71%|███████   | 32960/46302 [34:55:38<14:09:51,  3.82s/it]
 71%|███████   | 32961/46302 [34:55:42<14:09:36,  3.82s/it]
 71%|███████   | 32962/46302 [34:55:46<14:09:46,  3.82s/it]
 71%|███████   | 32963/46302 [34:55:50<14:09:48,  3.82s/it]
 71%|███████   | 32964/46302 [34:55:54<14:09:49,  3.82s/it]
 71%|███████   | 32965/46302 [34:55:58<14:09:43,  3.82s/it]
 71%|███████   | 32966/46302 [34:56:01<14:09:26,  3.82s/it]
 71%|███████   | 32967/46302 [34:56:05<14:09:18,  3.82s/it]
 71%|███████   | 32968/46302 [34:56:09<14:09:05,  3.82s/it]
 71%|███████   | 32969/46302 [34:56:13<14:09:13,  3.82s/it]
 71%|███████   | 32970/46302 [34:56:17<14:09:18,  3.82s/it]
 71%|███████   | 32971/46302 [34:56:21<14:09:03,  3.82s/it]
 71%|███████   | 32972/46302 [34:56:24<14:08:48,  3.82s/it]
 71%|███████   | 32973/46302 [34:56:28<14:08:47,  3.82s/it]
 71%|███████   | 32974/46302 [34:56:32<14:08:53,  3.82s/it]
 71%|███████   | 32975/46302 [34:56:36<14:08:45,  3.82s/it]
 71%|███████   | 32976/46302 [34:56:40<14:08:41,  3.82s/it]
 71%|███████   | 32977/46302 [34:56:43<14:08:40,  3.82s/it]
 71%|███████   | 32978/46302 [34:56:47<14:08:39,  3.82s/it]
 71%|███████   | 32979/46302 [34:56:51<14:08:40,  3.82s/it]
 71%|███████   | 32980/46302 [34:56:55<14:08:12,  3.82s/it]
 71%|███████   | 32981/46302 [34:56:59<14:08:13,  3.82s/it]
 71%|███████   | 32982/46302 [34:57:03<14:08:12,  3.82s/it]
 71%|███████   | 32983/46302 [34:57:06<14:08:04,  3.82s/it]
 71%|███████   | 32984/46302 [34:57:10<14:08:15,  3.82s/it]
 71%|███████   | 32985/46302 [34:57:14<14:07:54,  3.82s/it]
 71%|███████   | 32986/46302 [34:57:18<14:07:52,  3.82s/it]
 71%|███████   | 32987/46302 [34:57:22<14:07:44,  3.82s/it]
 71%|███████   | 32988/46302 [34:57:25<14:07:40,  3.82s/it]
 71%|███████   | 32989/46302 [34:57:29<14:07:36,  3.82s/it]
 71%|███████   | 32990/46302 [34:57:33<14:07:45,  3.82s/it]
 71%|███████▏  | 32991/46302 [34:57:37<14:07:48,  3.82s/it]
 71%|███████▏  | 32992/46302 [34:57:41<14:07:48,  3.82s/it]
 71%|███████▏  | 32993/46302 [34:57:45<14:07:38,  3.82s/it]
 71%|███████▏  | 32994/46302 [34:57:48<14:07:21,  3.82s/it]
 71%|███████▏  | 32995/46302 [34:57:52<14:07:16,  3.82s/it]
 71%|███████▏  | 32996/46302 [34:57:56<14:07:15,  3.82s/it]
 71%|███████▏  | 32997/46302 [34:58:00<14:07:11,  3.82s/it]
 71%|███████▏  | 32998/46302 [34:58:04<14:07:04,  3.82s/it]
 71%|███████▏  | 32999/46302 [34:58:07<14:07:08,  3.82s/it]
 71%|███████▏  | 33000/46302 [34:58:11<14:07:01,  3.82s/it]
                                                           
{'loss': 3.15, 'learning_rate': 0.0014681471016732154, 'epoch': 0.71}

 71%|███████▏  | 33000/46302 [34:58:11<14:07:01,  3.82s/it]
 71%|███████▏  | 33001/46302 [34:58:15<14:07:19,  3.82s/it]
 71%|███████▏  | 33002/46302 [34:58:19<14:07:15,  3.82s/it]
 71%|███████▏  | 33003/46302 [34:58:23<14:07:05,  3.82s/it]
 71%|███████▏  | 33004/46302 [34:58:27<14:07:03,  3.82s/it]
 71%|███████▏  | 33005/46302 [34:58:30<14:06:46,  3.82s/it]
 71%|███████▏  | 33006/46302 [34:58:34<14:06:46,  3.82s/it]
 71%|███████▏  | 33007/46302 [34:58:38<14:06:18,  3.82s/it]
 71%|███████▏  | 33008/46302 [34:58:42<14:06:17,  3.82s/it]
 71%|███████▏  | 33009/46302 [34:58:46<14:06:05,  3.82s/it]
 71%|███████▏  | 33010/46302 [34:58:50<14:06:07,  3.82s/it]
 71%|███████▏  | 33011/46302 [34:58:53<14:05:55,  3.82s/it]
 71%|███████▏  | 33012/46302 [34:58:57<14:05:48,  3.82s/it]
 71%|███████▏  | 33013/46302 [34:59:01<14:05:47,  3.82s/it]
 71%|███████▏  | 33014/46302 [34:59:05<14:05:50,  3.82s/it]
 71%|███████▏  | 33015/46302 [34:59:09<14:05:38,  3.82s/it]
 71%|███████▏  | 33016/46302 [34:59:12<14:05:43,  3.82s/it]
 71%|███████▏  | 33017/46302 [34:59:16<14:05:29,  3.82s/it]
 71%|███████▏  | 33018/46302 [34:59:20<14:05:38,  3.82s/it]
 71%|███████▏  | 33019/46302 [34:59:24<14:05:41,  3.82s/it]
 71%|███████▏  | 33020/46302 [34:59:28<14:05:43,  3.82s/it]
 71%|███████▏  | 33021/46302 [34:59:32<14:05:50,  3.82s/it]
 71%|███████▏  | 33022/46302 [34:59:35<14:05:38,  3.82s/it]
 71%|███████▏  | 33023/46302 [34:59:39<14:05:32,  3.82s/it]
 71%|███████▏  | 33024/46302 [34:59:43<14:05:22,  3.82s/it]
 71%|███████▏  | 33025/46302 [34:59:47<14:05:09,  3.82s/it]
 71%|███████▏  | 33026/46302 [34:59:51<14:05:11,  3.82s/it]
 71%|███████▏  | 33027/46302 [34:59:54<14:05:20,  3.82s/it]
 71%|███████▏  | 33028/46302 [34:59:58<14:05:22,  3.82s/it]
 71%|███████▏  | 33029/46302 [35:00:02<14:05:15,  3.82s/it]
 71%|███████▏  | 33030/46302 [35:00:06<14:05:12,  3.82s/it]
 71%|███████▏  | 33031/46302 [35:00:10<14:04:41,  3.82s/it]
 71%|███████▏  | 33032/46302 [35:00:14<14:04:39,  3.82s/it]
 71%|███████▏  | 33033/46302 [35:00:17<14:04:41,  3.82s/it]
 71%|███████▏  | 33034/46302 [35:00:21<14:04:33,  3.82s/it]
 71%|███████▏  | 33035/46302 [35:00:25<14:04:10,  3.82s/it]
 71%|███████▏  | 33036/46302 [35:00:29<14:04:18,  3.82s/it]
 71%|███████▏  | 33037/46302 [35:00:33<14:04:16,  3.82s/it]
 71%|███████▏  | 33038/46302 [35:00:36<14:04:16,  3.82s/it]
 71%|███████▏  | 33039/46302 [35:00:40<14:04:10,  3.82s/it]
 71%|███████▏  | 33040/46302 [35:00:44<14:04:08,  3.82s/it]
 71%|███████▏  | 33041/46302 [35:00:48<14:04:06,  3.82s/it]
 71%|███████▏  | 33042/46302 [35:00:52<14:04:15,  3.82s/it]
 71%|███████▏  | 33043/46302 [35:00:56<14:04:10,  3.82s/it]
 71%|███████▏  | 33044/46302 [35:00:59<14:04:00,  3.82s/it]
 71%|███████▏  | 33045/46302 [35:01:03<14:04:04,  3.82s/it]
 71%|███████▏  | 33046/46302 [35:01:07<14:04:05,  3.82s/it]
 71%|███████▏  | 33047/46302 [35:01:11<14:03:58,  3.82s/it]
 71%|███████▏  | 33048/46302 [35:01:15<14:04:10,  3.82s/it]
 71%|███████▏  | 33049/46302 [35:01:18<14:03:57,  3.82s/it]
 71%|███████▏  | 33050/46302 [35:01:22<14:03:27,  3.82s/it]
 71%|███████▏  | 33051/46302 [35:01:26<14:03:33,  3.82s/it]
 71%|███████▏  | 33052/46302 [35:01:30<14:03:33,  3.82s/it]
 71%|███████▏  | 33053/46302 [35:01:34<14:03:32,  3.82s/it]
 71%|███████▏  | 33054/46302 [35:01:38<14:03:22,  3.82s/it]
 71%|███████▏  | 33055/46302 [35:01:41<14:03:09,  3.82s/it]
 71%|███████▏  | 33056/46302 [35:01:45<14:02:36,  3.82s/it]
 71%|███████▏  | 33057/46302 [35:01:49<14:02:42,  3.82s/it]
 71%|███████▏  | 33058/46302 [35:01:53<14:02:30,  3.82s/it]
 71%|███████▏  | 33059/46302 [35:01:57<14:02:38,  3.82s/it]
 71%|███████▏  | 33060/46302 [35:02:00<14:02:53,  3.82s/it]
 71%|███████▏  | 33061/46302 [35:02:04<14:02:46,  3.82s/it]
 71%|███████▏  | 33062/46302 [35:02:08<14:02:47,  3.82s/it]
 71%|███████▏  | 33063/46302 [35:02:12<14:02:33,  3.82s/it]
 71%|███████▏  | 33064/46302 [35:02:16<14:02:29,  3.82s/it]
 71%|███████▏  | 33065/46302 [35:02:20<14:02:24,  3.82s/it]
 71%|███████▏  | 33066/46302 [35:02:23<14:02:18,  3.82s/it]
 71%|███████▏  | 33067/46302 [35:02:27<14:02:15,  3.82s/it]
 71%|███████▏  | 33068/46302 [35:02:31<14:02:18,  3.82s/it]
 71%|███████▏  | 33069/46302 [35:02:35<14:02:26,  3.82s/it]
 71%|███████▏  | 33070/46302 [35:02:39<14:02:17,  3.82s/it]
 71%|███████▏  | 33071/46302 [35:02:43<14:02:03,  3.82s/it]
 71%|███████▏  | 33072/46302 [35:02:46<14:02:02,  3.82s/it]
 71%|███████▏  | 33073/46302 [35:02:50<14:02:07,  3.82s/it]
 71%|███████▏  | 33074/46302 [35:02:54<14:01:54,  3.82s/it]
 71%|███████▏  | 33075/46302 [35:02:58<14:02:10,  3.82s/it]
 71%|███████▏  | 33076/46302 [35:03:02<14:01:55,  3.82s/it]
 71%|███████▏  | 33077/46302 [35:03:05<14:01:50,  3.82s/it]
 71%|███████▏  | 33078/46302 [35:03:09<14:01:37,  3.82s/it]
 71%|███████▏  | 33079/46302 [35:03:13<14:01:43,  3.82s/it]
 71%|███████▏  | 33080/46302 [35:03:17<14:01:52,  3.82s/it]
 71%|███████▏  | 33081/46302 [35:03:21<14:01:55,  3.82s/it]
 71%|███████▏  | 33082/46302 [35:03:25<14:01:35,  3.82s/it]
 71%|███████▏  | 33083/46302 [35:03:28<14:01:12,  3.82s/it]
 71%|███████▏  | 33084/46302 [35:03:32<14:01:16,  3.82s/it]
 71%|███████▏  | 33085/46302 [35:03:36<14:01:23,  3.82s/it]
 71%|███████▏  | 33086/46302 [35:03:40<14:01:11,  3.82s/it]
 71%|███████▏  | 33087/46302 [35:03:44<14:01:06,  3.82s/it]
 71%|███████▏  | 33088/46302 [35:03:47<14:00:58,  3.82s/it]
 71%|███████▏  | 33089/46302 [35:03:51<14:01:05,  3.82s/it]
 71%|███████▏  | 33090/46302 [35:03:55<14:01:09,  3.82s/it]
 71%|███████▏  | 33091/46302 [35:03:59<14:01:01,  3.82s/it]
 71%|███████▏  | 33092/46302 [35:04:03<14:00:55,  3.82s/it]
 71%|███████▏  | 33093/46302 [35:04:07<14:00:45,  3.82s/it]
 71%|███████▏  | 33094/46302 [35:04:10<14:00:35,  3.82s/it]
 71%|███████▏  | 33095/46302 [35:04:14<14:00:32,  3.82s/it]
 71%|███████▏  | 33096/46302 [35:04:18<14:00:33,  3.82s/it]
 71%|███████▏  | 33097/46302 [35:04:22<14:00:26,  3.82s/it]
 71%|███████▏  | 33098/46302 [35:04:26<14:00:20,  3.82s/it]
 71%|███████▏  | 33099/46302 [35:04:29<14:00:24,  3.82s/it]
 71%|███████▏  | 33100/46302 [35:04:33<14:00:06,  3.82s/it]
 71%|███████▏  | 33101/46302 [35:04:37<14:00:10,  3.82s/it]
 71%|███████▏  | 33102/46302 [35:04:41<14:00:02,  3.82s/it]
 71%|███████▏  | 33103/46302 [35:04:45<14:00:04,  3.82s/it]
 71%|███████▏  | 33104/46302 [35:04:49<14:00:12,  3.82s/it]
 71%|███████▏  | 33105/46302 [35:04:52<14:00:04,  3.82s/it]
 72%|███████▏  | 33106/46302 [35:04:56<13:59:56,  3.82s/it]
 72%|███████▏  | 33107/46302 [35:05:00<13:59:56,  3.82s/it]
 72%|███████▏  | 33108/46302 [35:05:04<13:59:53,  3.82s/it]
 72%|███████▏  | 33109/46302 [35:05:08<13:59:38,  3.82s/it]
 72%|███████▏  | 33110/46302 [35:05:11<13:59:32,  3.82s/it]
 72%|███████▏  | 33111/46302 [35:05:15<13:59:28,  3.82s/it]
 72%|███████▏  | 33112/46302 [35:05:19<13:59:35,  3.82s/it]
 72%|███████▏  | 33113/46302 [35:05:23<13:59:28,  3.82s/it]
 72%|███████▏  | 33114/46302 [35:05:27<13:59:17,  3.82s/it]
 72%|███████▏  | 33115/46302 [35:05:31<13:59:28,  3.82s/it]
 72%|███████▏  | 33116/46302 [35:05:34<13:59:25,  3.82s/it]
 72%|███████▏  | 33117/46302 [35:05:38<13:59:12,  3.82s/it]
 72%|███████▏  | 33118/46302 [35:05:42<13:59:13,  3.82s/it]
 72%|███████▏  | 33119/46302 [35:05:46<13:59:09,  3.82s/it]
 72%|███████▏  | 33120/46302 [35:05:50<13:59:02,  3.82s/it]
 72%|███████▏  | 33121/46302 [35:05:53<13:59:01,  3.82s/it]
 72%|███████▏  | 33122/46302 [35:05:57<13:58:56,  3.82s/it]
 72%|███████▏  | 33123/46302 [35:06:01<13:58:48,  3.82s/it]
 72%|███████▏  | 33124/46302 [35:06:05<13:58:48,  3.82s/it]
 72%|███████▏  | 33125/46302 [35:06:09<13:58:37,  3.82s/it]
 72%|███████▏  | 33126/46302 [35:06:13<13:58:48,  3.82s/it]
 72%|███████▏  | 33127/46302 [35:06:16<13:58:21,  3.82s/it]
 72%|███████▏  | 33128/46302 [35:06:20<13:58:17,  3.82s/it]
 72%|███████▏  | 33129/46302 [35:06:24<13:58:18,  3.82s/it]
 72%|███████▏  | 33130/46302 [35:06:28<13:58:03,  3.82s/it]
 72%|███████▏  | 33131/46302 [35:06:32<13:57:52,  3.82s/it]
 72%|███████▏  | 33132/46302 [35:06:35<13:58:02,  3.82s/it]
 72%|███████▏  | 33133/46302 [35:06:39<13:58:10,  3.82s/it]
 72%|███████▏  | 33134/46302 [35:06:43<13:58:14,  3.82s/it]
 72%|███████▏  | 33135/46302 [35:06:47<13:58:10,  3.82s/it]
 72%|███████▏  | 33136/46302 [35:06:51<13:57:59,  3.82s/it]
 72%|███████▏  | 33137/46302 [35:06:55<13:57:59,  3.82s/it]
 72%|███████▏  | 33138/46302 [35:06:58<13:57:53,  3.82s/it]
 72%|███████▏  | 33139/46302 [35:07:02<13:57:48,  3.82s/it]
 72%|███████▏  | 33140/46302 [35:07:06<13:57:56,  3.82s/it]
 72%|███████▏  | 33141/46302 [35:07:10<13:57:48,  3.82s/it]
 72%|███████▏  | 33142/46302 [35:07:14<13:57:38,  3.82s/it]
 72%|███████▏  | 33143/46302 [35:07:17<13:57:46,  3.82s/it]
 72%|███████▏  | 33144/46302 [35:07:21<13:56:58,  3.82s/it]
 72%|███████▏  | 33145/46302 [35:07:25<13:56:57,  3.82s/it]
 72%|███████▏  | 33146/46302 [35:07:29<13:56:55,  3.82s/it]
 72%|███████▏  | 33147/46302 [35:07:33<13:56:50,  3.82s/it]
 72%|███████▏  | 33148/46302 [35:07:37<13:56:55,  3.82s/it]
 72%|███████▏  | 33149/46302 [35:07:40<13:56:52,  3.82s/it]
 72%|███████▏  | 33150/46302 [35:07:44<13:57:03,  3.82s/it]
 72%|███████▏  | 33151/46302 [35:07:48<13:57:10,  3.82s/it]
 72%|███████▏  | 33152/46302 [35:07:52<13:57:02,  3.82s/it]
 72%|███████▏  | 33153/46302 [35:07:56<13:57:02,  3.82s/it]
 72%|███████▏  | 33154/46302 [35:07:59<13:57:00,  3.82s/it]
 72%|███████▏  | 33155/46302 [35:08:03<13:57:00,  3.82s/it]
 72%|███████▏  | 33156/46302 [35:08:07<13:57:00,  3.82s/it]
 72%|███████▏  | 33157/46302 [35:08:11<13:56:34,  3.82s/it]
 72%|███████▏  | 33158/46302 [35:08:15<13:56:30,  3.82s/it]
 72%|███████▏  | 33159/46302 [35:08:19<13:56:31,  3.82s/it]
 72%|███████▏  | 33160/46302 [35:08:22<13:56:35,  3.82s/it]
 72%|███████▏  | 33161/46302 [35:08:26<13:56:16,  3.82s/it]
 72%|███████▏  | 33162/46302 [35:08:30<13:56:05,  3.82s/it]
 72%|███████▏  | 33163/46302 [35:08:34<13:55:47,  3.82s/it]
 72%|███████▏  | 33164/46302 [35:08:38<13:55:39,  3.82s/it]
 72%|███████▏  | 33165/46302 [35:08:41<13:55:47,  3.82s/it]
 72%|███████▏  | 33166/46302 [35:08:45<13:55:58,  3.82s/it]
 72%|███████▏  | 33167/46302 [35:08:49<13:55:49,  3.82s/it]
 72%|███████▏  | 33168/46302 [35:08:53<13:56:08,  3.82s/it]
 72%|███████▏  | 33169/46302 [35:08:57<13:56:16,  3.82s/it]
 72%|███████▏  | 33170/46302 [35:09:01<13:56:18,  3.82s/it]
 72%|███████▏  | 33171/46302 [35:09:04<13:56:17,  3.82s/it]
 72%|███████▏  | 33172/46302 [35:09:08<13:56:05,  3.82s/it]
 72%|███████▏  | 33173/46302 [35:09:12<13:55:57,  3.82s/it]
 72%|███████▏  | 33174/46302 [35:09:16<13:55:49,  3.82s/it]
 72%|███████▏  | 33175/46302 [35:09:20<13:55:46,  3.82s/it]
 72%|███████▏  | 33176/46302 [35:09:23<13:55:52,  3.82s/it]
 72%|███████▏  | 33177/46302 [35:09:27<13:55:45,  3.82s/it]
 72%|███████▏  | 33178/46302 [35:09:31<13:55:42,  3.82s/it]
 72%|███████▏  | 33179/46302 [35:09:35<13:55:37,  3.82s/it]
 72%|███████▏  | 33180/46302 [35:09:39<13:55:19,  3.82s/it]
 72%|███████▏  | 33181/46302 [35:09:43<13:55:10,  3.82s/it]
 72%|███████▏  | 33182/46302 [35:09:46<13:55:15,  3.82s/it]
 72%|███████▏  | 33183/46302 [35:09:50<13:55:02,  3.82s/it]
 72%|███████▏  | 33184/46302 [35:09:54<13:55:08,  3.82s/it]
 72%|███████▏  | 33185/46302 [35:09:58<13:55:09,  3.82s/it]
 72%|███████▏  | 33186/46302 [35:10:02<13:55:08,  3.82s/it]
 72%|███████▏  | 33187/46302 [35:10:06<13:55:10,  3.82s/it]
 72%|███████▏  | 33188/46302 [35:10:09<13:55:07,  3.82s/it]
 72%|███████▏  | 33189/46302 [35:10:13<13:55:03,  3.82s/it]
 72%|███████▏  | 33190/46302 [35:10:17<13:54:57,  3.82s/it]
 72%|███████▏  | 33191/46302 [35:10:21<13:54:48,  3.82s/it]
 72%|███████▏  | 33192/46302 [35:10:25<13:54:19,  3.82s/it]
 72%|███████▏  | 33193/46302 [35:10:28<13:54:28,  3.82s/it]
 72%|███████▏  | 33194/46302 [35:10:32<13:54:25,  3.82s/it]
 72%|███████▏  | 33195/46302 [35:10:36<13:54:13,  3.82s/it]
 72%|███████▏  | 33196/46302 [35:10:40<13:54:16,  3.82s/it]
 72%|███████▏  | 33197/46302 [35:10:44<13:54:06,  3.82s/it]
 72%|███████▏  | 33198/46302 [35:10:48<13:54:01,  3.82s/it]
 72%|███████▏  | 33199/46302 [35:10:51<13:54:06,  3.82s/it]
 72%|███████▏  | 33200/46302 [35:10:55<13:54:00,  3.82s/it]
 72%|███████▏  | 33201/46302 [35:10:59<13:54:01,  3.82s/it]
 72%|███████▏  | 33202/46302 [35:11:03<13:54:15,  3.82s/it]
 72%|███████▏  | 33203/46302 [35:11:07<13:54:06,  3.82s/it]
 72%|███████▏  | 33204/46302 [35:11:10<13:54:11,  3.82s/it]
 72%|███████▏  | 33205/46302 [35:11:14<13:54:02,  3.82s/it]
 72%|███████▏  | 33206/46302 [35:11:18<13:53:51,  3.82s/it]
 72%|███████▏  | 33207/46302 [35:11:22<13:53:34,  3.82s/it]
 72%|███████▏  | 33208/46302 [35:11:26<13:53:25,  3.82s/it]
 72%|███████▏  | 33209/46302 [35:11:30<13:53:22,  3.82s/it]
 72%|███████▏  | 33210/46302 [35:11:33<13:53:33,  3.82s/it]
 72%|███████▏  | 33211/46302 [35:11:37<13:53:35,  3.82s/it]
 72%|███████▏  | 33212/46302 [35:11:41<13:53:37,  3.82s/it]
 72%|███████▏  | 33213/46302 [35:11:45<13:53:36,  3.82s/it]
 72%|███████▏  | 33214/46302 [35:11:49<13:53:33,  3.82s/it]
 72%|███████▏  | 33215/46302 [35:11:52<13:53:23,  3.82s/it]
 72%|███████▏  | 33216/46302 [35:11:56<13:53:20,  3.82s/it]
 72%|███████▏  | 33217/46302 [35:12:00<13:52:57,  3.82s/it]
 72%|███████▏  | 33218/46302 [35:12:04<13:52:57,  3.82s/it]
 72%|███████▏  | 33219/46302 [35:12:08<13:52:54,  3.82s/it]
 72%|███████▏  | 33220/46302 [35:12:12<13:52:49,  3.82s/it]
 72%|███████▏  | 33221/46302 [35:12:15<13:52:47,  3.82s/it]
 72%|███████▏  | 33222/46302 [35:12:19<13:52:28,  3.82s/it]
 72%|███████▏  | 33223/46302 [35:12:23<13:52:22,  3.82s/it]
 72%|███████▏  | 33224/46302 [35:12:27<13:52:15,  3.82s/it]
 72%|███████▏  | 33225/46302 [35:12:31<13:52:14,  3.82s/it]
 72%|███████▏  | 33226/46302 [35:12:34<13:52:09,  3.82s/it]
 72%|███████▏  | 33227/46302 [35:12:38<13:51:50,  3.82s/it]
 72%|███████▏  | 33228/46302 [35:12:42<13:51:55,  3.82s/it]
 72%|███████▏  | 33229/46302 [35:12:46<13:51:48,  3.82s/it]
 72%|███████▏  | 33230/46302 [35:12:50<13:51:59,  3.82s/it]
 72%|███████▏  | 33231/46302 [35:12:54<13:51:42,  3.82s/it]
 72%|███████▏  | 33232/46302 [35:12:57<13:51:54,  3.82s/it]
 72%|███████▏  | 33233/46302 [35:13:01<13:51:37,  3.82s/it]
 72%|███████▏  | 33234/46302 [35:13:05<13:51:39,  3.82s/it]
 72%|███████▏  | 33235/46302 [35:13:09<13:51:44,  3.82s/it]
 72%|███████▏  | 33236/46302 [35:13:13<13:51:41,  3.82s/it]
 72%|███████▏  | 33237/46302 [35:13:16<13:51:24,  3.82s/it]
 72%|███████▏  | 33238/46302 [35:13:20<13:51:27,  3.82s/it]
 72%|███████▏  | 33239/46302 [35:13:24<13:51:23,  3.82s/it]
 72%|███████▏  | 33240/46302 [35:13:28<13:51:33,  3.82s/it]
 72%|███████▏  | 33241/46302 [35:13:32<13:51:16,  3.82s/it]
 72%|███████▏  | 33242/46302 [35:13:36<13:51:19,  3.82s/it]
 72%|███████▏  | 33243/46302 [35:13:39<13:51:24,  3.82s/it]
 72%|███████▏  | 33244/46302 [35:13:43<13:51:34,  3.82s/it]
 72%|███████▏  | 33245/46302 [35:13:47<13:51:34,  3.82s/it]
 72%|███████▏  | 33246/46302 [35:13:51<13:51:32,  3.82s/it]
 72%|███████▏  | 33247/46302 [35:13:55<13:51:05,  3.82s/it]
 72%|███████▏  | 33248/46302 [35:13:59<13:51:18,  3.82s/it]
 72%|███████▏  | 33249/46302 [35:14:02<13:51:05,  3.82s/it]
 72%|███████▏  | 33250/46302 [35:14:06<13:51:09,  3.82s/it]
 72%|███████▏  | 33251/46302 [35:14:10<13:51:02,  3.82s/it]
 72%|███████▏  | 33252/46302 [35:14:14<13:50:55,  3.82s/it]
 72%|███████▏  | 33253/46302 [35:14:18<13:51:01,  3.82s/it]
 72%|███████▏  | 33254/46302 [35:14:21<13:51:01,  3.82s/it]
 72%|███████▏  | 33255/46302 [35:14:25<13:50:49,  3.82s/it]
 72%|███████▏  | 33256/46302 [35:14:29<13:50:41,  3.82s/it]
 72%|███████▏  | 33257/46302 [35:14:33<13:50:32,  3.82s/it]
 72%|███████▏  | 33258/46302 [35:14:37<13:50:27,  3.82s/it]
 72%|███████▏  | 33259/46302 [35:14:41<13:50:07,  3.82s/it]
 72%|███████▏  | 33260/46302 [35:14:44<13:50:14,  3.82s/it]
 72%|███████▏  | 33261/46302 [35:14:48<13:50:14,  3.82s/it]
 72%|███████▏  | 33262/46302 [35:14:52<13:50:08,  3.82s/it]
 72%|███████▏  | 33263/46302 [35:14:56<13:49:53,  3.82s/it]
 72%|███████▏  | 33264/46302 [35:15:00<13:49:57,  3.82s/it]
 72%|███████▏  | 33265/46302 [35:15:03<13:49:47,  3.82s/it]
 72%|███████▏  | 33266/46302 [35:15:07<13:49:52,  3.82s/it]
 72%|███████▏  | 33267/46302 [35:15:11<13:49:45,  3.82s/it]
 72%|███████▏  | 33268/46302 [35:15:15<13:49:30,  3.82s/it]
 72%|███████▏  | 33269/46302 [35:15:19<13:49:19,  3.82s/it]
 72%|███████▏  | 33270/46302 [35:15:23<13:49:06,  3.82s/it]
 72%|███████▏  | 33271/46302 [35:15:26<13:48:47,  3.82s/it]
 72%|███████▏  | 33272/46302 [35:15:30<13:48:59,  3.82s/it]
 72%|███████▏  | 33273/46302 [35:15:34<13:49:07,  3.82s/it]
 72%|███████▏  | 33274/46302 [35:15:38<13:49:05,  3.82s/it]
 72%|███████▏  | 33275/46302 [35:15:42<13:49:00,  3.82s/it]
 72%|███████▏  | 33276/46302 [35:15:45<13:49:15,  3.82s/it]
 72%|███████▏  | 33277/46302 [35:15:49<13:49:13,  3.82s/it]
 72%|███████▏  | 33278/46302 [35:15:53<13:49:08,  3.82s/it]
 72%|███████▏  | 33279/46302 [35:15:57<13:49:01,  3.82s/it]
 72%|███████▏  | 33280/46302 [35:16:01<13:48:58,  3.82s/it]
 72%|███████▏  | 33281/46302 [35:16:05<13:48:53,  3.82s/it]
 72%|███████▏  | 33282/46302 [35:16:08<13:48:36,  3.82s/it]
 72%|███████▏  | 33283/46302 [35:16:12<13:48:37,  3.82s/it]
 72%|███████▏  | 33284/46302 [35:16:16<13:48:27,  3.82s/it]
 72%|███████▏  | 33285/46302 [35:16:20<13:48:07,  3.82s/it]
 72%|███████▏  | 33286/46302 [35:16:24<13:48:01,  3.82s/it]
 72%|███████▏  | 33287/46302 [35:16:27<13:47:53,  3.82s/it]
 72%|███████▏  | 33288/46302 [35:16:31<13:48:02,  3.82s/it]
 72%|███████▏  | 33289/46302 [35:16:35<13:48:00,  3.82s/it]
 72%|███████▏  | 33290/46302 [35:16:39<13:48:15,  3.82s/it]
 72%|███████▏  | 33291/46302 [35:16:43<13:48:08,  3.82s/it]
 72%|███████▏  | 33292/46302 [35:16:47<13:48:18,  3.82s/it]
 72%|███████▏  | 33293/46302 [35:16:50<13:48:18,  3.82s/it]
 72%|███████▏  | 33294/46302 [35:16:54<13:48:11,  3.82s/it]
 72%|███████▏  | 33295/46302 [35:16:58<13:47:58,  3.82s/it]
 72%|███████▏  | 33296/46302 [35:17:02<13:47:58,  3.82s/it]
 72%|███████▏  | 33297/46302 [35:17:06<13:47:48,  3.82s/it]
 72%|███████▏  | 33298/46302 [35:17:09<13:47:40,  3.82s/it]
 72%|███████▏  | 33299/46302 [35:17:13<13:47:35,  3.82s/it]
 72%|███████▏  | 33300/46302 [35:17:17<13:47:30,  3.82s/it]
 72%|███████▏  | 33301/46302 [35:17:21<13:47:21,  3.82s/it]
 72%|███████▏  | 33302/46302 [35:17:25<13:47:20,  3.82s/it]
 72%|███████▏  | 33303/46302 [35:17:29<13:47:00,  3.82s/it]
 72%|███████▏  | 33304/46302 [35:17:32<13:46:48,  3.82s/it]
 72%|███████▏  | 33305/46302 [35:17:36<13:46:42,  3.82s/it]
 72%|███████▏  | 33306/46302 [35:17:40<13:46:40,  3.82s/it]
 72%|███████▏  | 33307/46302 [35:17:44<13:46:32,  3.82s/it]
 72%|███████▏  | 33308/46302 [35:17:48<13:46:47,  3.82s/it]
 72%|███████▏  | 33309/46302 [35:17:51<13:46:46,  3.82s/it]
 72%|███████▏  | 33310/46302 [35:17:55<13:46:49,  3.82s/it]
 72%|███████▏  | 33311/46302 [35:17:59<13:46:34,  3.82s/it]
 72%|███████▏  | 33312/46302 [35:18:03<13:46:21,  3.82s/it]
 72%|███████▏  | 33313/46302 [35:18:07<13:46:13,  3.82s/it]
 72%|███████▏  | 33314/46302 [35:18:11<13:46:05,  3.82s/it]
 72%|███████▏  | 33315/46302 [35:18:14<13:46:11,  3.82s/it]
 72%|███████▏  | 33316/46302 [35:18:18<13:46:12,  3.82s/it]
 72%|███████▏  | 33317/46302 [35:18:22<13:45:56,  3.82s/it]
 72%|███████▏  | 33318/46302 [35:18:26<13:46:04,  3.82s/it]
 72%|███████▏  | 33319/46302 [35:18:30<13:46:01,  3.82s/it]
 72%|███████▏  | 33320/46302 [35:18:33<13:46:00,  3.82s/it]
 72%|███████▏  | 33321/46302 [35:18:37<13:46:05,  3.82s/it]
 72%|███████▏  | 33322/46302 [35:18:41<13:45:58,  3.82s/it]
 72%|███████▏  | 33323/46302 [35:18:45<13:45:29,  3.82s/it]
 72%|███████▏  | 33324/46302 [35:18:49<13:45:44,  3.82s/it]
 72%|███████▏  | 33325/46302 [35:18:53<13:45:39,  3.82s/it]
 72%|███████▏  | 33326/46302 [35:18:56<13:45:39,  3.82s/it]
 72%|███████▏  | 33327/46302 [35:19:00<13:45:45,  3.82s/it]
 72%|███████▏  | 33328/46302 [35:19:04<13:45:53,  3.82s/it]
 72%|███████▏  | 33329/46302 [35:19:08<13:45:47,  3.82s/it]
 72%|███████▏  | 33330/46302 [35:19:12<13:45:37,  3.82s/it]
 72%|███████▏  | 33331/46302 [35:19:15<13:45:35,  3.82s/it]
 72%|███████▏  | 33332/46302 [35:19:19<13:45:48,  3.82s/it]
 72%|███████▏  | 33333/46302 [35:19:23<13:45:47,  3.82s/it]
 72%|███████▏  | 33334/46302 [35:19:27<13:45:46,  3.82s/it]
 72%|███████▏  | 33335/46302 [35:19:31<13:45:36,  3.82s/it]
 72%|███████▏  | 33336/46302 [35:19:35<13:45:38,  3.82s/it]
 72%|███████▏  | 33337/46302 [35:19:38<13:45:35,  3.82s/it]
 72%|███████▏  | 33338/46302 [35:19:42<13:45:36,  3.82s/it]
 72%|███████▏  | 33339/46302 [35:19:46<13:45:19,  3.82s/it]
 72%|███████▏  | 33340/46302 [35:19:50<13:45:25,  3.82s/it]
 72%|███████▏  | 33341/46302 [35:19:54<13:45:18,  3.82s/it]
 72%|███████▏  | 33342/46302 [35:19:57<13:45:16,  3.82s/it]
 72%|███████▏  | 33343/46302 [35:20:01<13:45:11,  3.82s/it]
 72%|███████▏  | 33344/46302 [35:20:05<13:45:06,  3.82s/it]
 72%|███████▏  | 33345/46302 [35:20:09<13:44:51,  3.82s/it]
 72%|███████▏  | 33346/46302 [35:20:13<13:44:47,  3.82s/it]
 72%|███████▏  | 33347/46302 [35:20:17<13:44:36,  3.82s/it]
 72%|███████▏  | 33348/46302 [35:20:20<13:44:18,  3.82s/it]
 72%|███████▏  | 33349/46302 [35:20:24<13:44:16,  3.82s/it]
 72%|███████▏  | 33350/46302 [35:20:28<13:44:19,  3.82s/it]
 72%|███████▏  | 33351/46302 [35:20:32<13:44:14,  3.82s/it]
 72%|███████▏  | 33352/46302 [35:20:36<13:44:12,  3.82s/it]
 72%|███████▏  | 33353/46302 [35:20:39<13:44:22,  3.82s/it]
 72%|███████▏  | 33354/46302 [35:20:43<13:44:18,  3.82s/it]
 72%|███████▏  | 33355/46302 [35:20:47<13:44:07,  3.82s/it]
 72%|███████▏  | 33356/46302 [35:20:51<13:44:13,  3.82s/it]
 72%|███████▏  | 33357/46302 [35:20:55<13:44:05,  3.82s/it]
 72%|███████▏  | 33358/46302 [35:20:59<13:43:43,  3.82s/it]
 72%|███████▏  | 33359/46302 [35:21:02<13:43:38,  3.82s/it]
 72%|███████▏  | 33360/46302 [35:21:06<13:43:44,  3.82s/it]
 72%|███████▏  | 33361/46302 [35:21:10<13:43:37,  3.82s/it]
 72%|███████▏  | 33362/46302 [35:21:14<13:43:41,  3.82s/it]
 72%|███████▏  | 33363/46302 [35:21:18<13:43:44,  3.82s/it]
 72%|███████▏  | 33364/46302 [35:21:22<13:43:53,  3.82s/it]
 72%|███████▏  | 33365/46302 [35:21:25<13:43:33,  3.82s/it]
 72%|███████▏  | 33366/46302 [35:21:29<13:43:28,  3.82s/it]
 72%|███████▏  | 33367/46302 [35:21:33<13:43:34,  3.82s/it]
 72%|███████▏  | 33368/46302 [35:21:37<13:43:47,  3.82s/it]
 72%|███████▏  | 33369/46302 [35:21:41<13:43:53,  3.82s/it]
 72%|███████▏  | 33370/46302 [35:21:44<13:43:09,  3.82s/it]
 72%|███████▏  | 33371/46302 [35:21:48<13:42:53,  3.82s/it]
 72%|███████▏  | 33372/46302 [35:21:52<13:43:06,  3.82s/it]
 72%|███████▏  | 33373/46302 [35:21:56<13:43:02,  3.82s/it]
 72%|███████▏  | 33374/46302 [35:22:00<13:43:07,  3.82s/it]
 72%|███████▏  | 33375/46302 [35:22:04<13:43:03,  3.82s/it]
 72%|███████▏  | 33376/46302 [35:22:07<13:43:03,  3.82s/it]
 72%|███████▏  | 33377/46302 [35:22:11<13:42:53,  3.82s/it]
 72%|███████▏  | 33378/46302 [35:22:15<13:42:46,  3.82s/it]
 72%|███████▏  | 33379/46302 [35:22:19<13:42:38,  3.82s/it]
 72%|███████▏  | 33380/46302 [35:22:23<13:42:45,  3.82s/it]
 72%|███████▏  | 33381/46302 [35:22:26<13:42:39,  3.82s/it]
 72%|███████▏  | 33382/46302 [35:22:30<13:42:32,  3.82s/it]
 72%|███████▏  | 33383/46302 [35:22:34<13:42:41,  3.82s/it]
 72%|███████▏  | 33384/46302 [35:22:38<13:42:26,  3.82s/it]
 72%|███████▏  | 33385/46302 [35:22:42<13:42:03,  3.82s/it]
 72%|███████▏  | 33386/46302 [35:22:46<13:41:35,  3.82s/it]
 72%|███████▏  | 33387/46302 [35:22:49<13:41:39,  3.82s/it]
 72%|███████▏  | 33388/46302 [35:22:53<13:41:36,  3.82s/it]
 72%|███████▏  | 33389/46302 [35:22:57<13:41:05,  3.82s/it]
 72%|███████▏  | 33390/46302 [35:23:01<13:41:14,  3.82s/it]
 72%|███████▏  | 33391/46302 [35:23:05<13:41:29,  3.82s/it]
 72%|███████▏  | 33392/46302 [35:23:08<13:41:26,  3.82s/it]
 72%|███████▏  | 33393/46302 [35:23:12<13:41:28,  3.82s/it]
 72%|███████▏  | 33394/46302 [35:23:16<13:41:19,  3.82s/it]
 72%|███████▏  | 33395/46302 [35:23:20<13:41:15,  3.82s/it]
 72%|███████▏  | 33396/46302 [35:23:24<13:40:52,  3.82s/it]
 72%|███████▏  | 33397/46302 [35:23:28<13:40:32,  3.81s/it]
 72%|███████▏  | 33398/46302 [35:23:31<13:40:46,  3.82s/it]
 72%|███████▏  | 33399/46302 [35:23:35<13:40:44,  3.82s/it]
 72%|███████▏  | 33400/46302 [35:23:39<13:40:46,  3.82s/it]
 72%|███████▏  | 33401/46302 [35:23:43<13:40:40,  3.82s/it]
 72%|███████▏  | 33402/46302 [35:23:47<13:40:37,  3.82s/it]
 72%|███████▏  | 33403/46302 [35:23:50<13:40:42,  3.82s/it]
 72%|███████▏  | 33404/46302 [35:23:54<13:40:49,  3.82s/it]
 72%|███████▏  | 33405/46302 [35:23:58<13:40:58,  3.82s/it]
 72%|███████▏  | 33406/46302 [35:24:02<13:40:52,  3.82s/it]
 72%|███████▏  | 33407/46302 [35:24:06<13:40:47,  3.82s/it]
 72%|███████▏  | 33408/46302 [35:24:10<13:40:48,  3.82s/it]
 72%|███████▏  | 33409/46302 [35:24:13<13:40:33,  3.82s/it]
 72%|███████▏  | 33410/46302 [35:24:17<13:40:20,  3.82s/it]
 72%|███████▏  | 33411/46302 [35:24:21<13:40:10,  3.82s/it]
 72%|███████▏  | 33412/46302 [35:24:25<13:40:00,  3.82s/it]
 72%|███████▏  | 33413/46302 [35:24:29<13:40:00,  3.82s/it]
 72%|███████▏  | 33414/46302 [35:24:32<13:39:16,  3.81s/it]
 72%|███████▏  | 33415/46302 [35:24:36<13:39:26,  3.82s/it]
 72%|███████▏  | 33416/46302 [35:24:40<13:39:38,  3.82s/it]
 72%|███████▏  | 33417/46302 [35:24:44<13:39:39,  3.82s/it]
 72%|███████▏  | 33418/46302 [35:24:48<13:39:52,  3.82s/it]
 72%|███████▏  | 33419/46302 [35:24:52<13:39:45,  3.82s/it]
 72%|███████▏  | 33420/46302 [35:24:55<13:39:38,  3.82s/it]
 72%|███████▏  | 33421/46302 [35:24:59<13:39:32,  3.82s/it]
 72%|███████▏  | 33422/46302 [35:25:03<13:39:47,  3.82s/it]
 72%|███████▏  | 33423/46302 [35:25:07<13:39:33,  3.82s/it]
 72%|███████▏  | 33424/46302 [35:25:11<13:39:17,  3.82s/it]
 72%|███████▏  | 33425/46302 [35:25:14<13:39:18,  3.82s/it]
 72%|███████▏  | 33426/46302 [35:25:18<13:39:19,  3.82s/it]
 72%|███████▏  | 33427/46302 [35:25:22<13:38:58,  3.82s/it]
 72%|███████▏  | 33428/46302 [35:25:26<13:39:03,  3.82s/it]
 72%|███████▏  | 33429/46302 [35:25:30<13:39:04,  3.82s/it]
 72%|███████▏  | 33430/46302 [35:25:33<13:39:10,  3.82s/it]
 72%|███████▏  | 33431/46302 [35:25:37<13:39:02,  3.82s/it]
 72%|███████▏  | 33432/46302 [35:25:41<13:38:57,  3.82s/it]
 72%|███████▏  | 33433/46302 [35:25:45<13:38:42,  3.82s/it]
 72%|███████▏  | 33434/46302 [35:25:49<13:38:00,  3.81s/it]
 72%|███████▏  | 33435/46302 [35:25:53<13:38:13,  3.82s/it]
 72%|███████▏  | 33436/46302 [35:25:56<13:38:31,  3.82s/it]
 72%|███████▏  | 33437/46302 [35:26:00<13:38:19,  3.82s/it]
 72%|███████▏  | 33438/46302 [35:26:04<13:38:21,  3.82s/it]
 72%|███████▏  | 33439/46302 [35:26:08<13:38:26,  3.82s/it]
 72%|███████▏  | 33440/46302 [35:26:12<13:38:23,  3.82s/it]
 72%|███████▏  | 33441/46302 [35:26:15<13:37:59,  3.82s/it]
 72%|███████▏  | 33442/46302 [35:26:19<13:38:01,  3.82s/it]
 72%|███████▏  | 33443/46302 [35:26:23<13:38:21,  3.82s/it]
 72%|███████▏  | 33444/46302 [35:26:27<13:38:18,  3.82s/it]
 72%|███████▏  | 33445/46302 [35:26:31<13:37:58,  3.82s/it]
 72%|███████▏  | 33446/46302 [35:26:35<13:37:49,  3.82s/it]
 72%|███████▏  | 33447/46302 [35:26:38<13:37:46,  3.82s/it]
 72%|███████▏  | 33448/46302 [35:26:42<13:37:41,  3.82s/it]
 72%|███████▏  | 33449/46302 [35:26:46<13:37:27,  3.82s/it]
 72%|███████▏  | 33450/46302 [35:26:50<13:37:24,  3.82s/it]
 72%|███████▏  | 33451/46302 [35:26:54<13:37:37,  3.82s/it]
 72%|███████▏  | 33452/46302 [35:26:57<13:37:37,  3.82s/it]
 72%|███████▏  | 33453/46302 [35:27:01<13:37:42,  3.82s/it]
 72%|███████▏  | 33454/46302 [35:27:05<13:37:36,  3.82s/it]
 72%|███████▏  | 33455/46302 [35:27:09<13:37:40,  3.82s/it]
 72%|███████▏  | 33456/46302 [35:27:13<13:37:38,  3.82s/it]
 72%|███████▏  | 33457/46302 [35:27:17<13:37:30,  3.82s/it]
 72%|███████▏  | 33458/46302 [35:27:20<13:37:28,  3.82s/it]
 72%|███████▏  | 33459/46302 [35:27:24<13:37:29,  3.82s/it]
 72%|███████▏  | 33460/46302 [35:27:28<13:37:29,  3.82s/it]
 72%|███████▏  | 33461/46302 [35:27:32<13:37:13,  3.82s/it]
 72%|███████▏  | 33462/46302 [35:27:36<13:37:09,  3.82s/it]
 72%|███████▏  | 33463/46302 [35:27:39<13:36:51,  3.82s/it]
 72%|███████▏  | 33464/46302 [35:27:43<13:36:41,  3.82s/it]
 72%|███████▏  | 33465/46302 [35:27:47<13:36:37,  3.82s/it]
 72%|███████▏  | 33466/46302 [35:27:51<13:36:45,  3.82s/it]
 72%|███████▏  | 33467/46302 [35:27:55<13:36:51,  3.82s/it]
 72%|███████▏  | 33468/46302 [35:27:59<13:36:51,  3.82s/it]
 72%|███████▏  | 33469/46302 [35:28:02<13:36:32,  3.82s/it]
 72%|███████▏  | 33470/46302 [35:28:06<13:36:34,  3.82s/it]
 72%|███████▏  | 33471/46302 [35:28:10<13:36:37,  3.82s/it]
 72%|███████▏  | 33472/46302 [35:28:14<13:36:28,  3.82s/it]
 72%|███████▏  | 33473/46302 [35:28:18<13:36:27,  3.82s/it]
 72%|███████▏  | 33474/46302 [35:28:21<13:36:19,  3.82s/it]
 72%|███████▏  | 33475/46302 [35:28:25<13:36:27,  3.82s/it]
 72%|███████▏  | 33476/46302 [35:28:29<13:35:49,  3.82s/it]
 72%|███████▏  | 33477/46302 [35:28:33<13:35:08,  3.81s/it]
 72%|███████▏  | 33478/46302 [35:28:37<13:35:24,  3.82s/it]
 72%|███████▏  | 33479/46302 [35:28:41<13:35:33,  3.82s/it]
 72%|███████▏  | 33480/46302 [35:28:44<13:35:32,  3.82s/it]
 72%|███████▏  | 33481/46302 [35:28:48<13:35:39,  3.82s/it]
 72%|███████▏  | 33482/46302 [35:28:52<13:35:29,  3.82s/it]
 72%|███████▏  | 33483/46302 [35:28:56<13:35:47,  3.82s/it]
 72%|███████▏  | 33484/46302 [35:29:00<13:35:48,  3.82s/it]
 72%|███████▏  | 33485/46302 [35:29:03<13:35:47,  3.82s/it]
 72%|███████▏  | 33486/46302 [35:29:07<13:35:45,  3.82s/it]
 72%|███████▏  | 33487/46302 [35:29:11<13:35:46,  3.82s/it]
 72%|███████▏  | 33488/46302 [35:29:15<13:35:48,  3.82s/it]
 72%|███████▏  | 33489/46302 [35:29:19<13:35:42,  3.82s/it]
 72%|███████▏  | 33490/46302 [35:29:23<13:35:48,  3.82s/it]
 72%|███████▏  | 33491/46302 [35:29:26<13:35:26,  3.82s/it]
 72%|███████▏  | 33492/46302 [35:29:30<13:35:18,  3.82s/it]
 72%|███████▏  | 33493/46302 [35:29:34<13:35:25,  3.82s/it]
 72%|███████▏  | 33494/46302 [35:29:38<13:35:31,  3.82s/it]
 72%|███████▏  | 33495/46302 [35:29:42<13:35:29,  3.82s/it]
 72%|███████▏  | 33496/46302 [35:29:45<13:35:13,  3.82s/it]
 72%|███████▏  | 33497/46302 [35:29:49<13:35:11,  3.82s/it]
 72%|███████▏  | 33498/46302 [35:29:53<13:35:11,  3.82s/it]
 72%|███████▏  | 33499/46302 [35:29:57<13:35:06,  3.82s/it]
 72%|███████▏  | 33500/46302 [35:30:01<13:35:10,  3.82s/it]
                                                           
{'loss': 3.1471, 'learning_rate': 0.0014129619001368593, 'epoch': 0.72}

 72%|███████▏  | 33500/46302 [35:30:01<13:35:10,  3.82s/it]
 72%|███████▏  | 33501/46302 [35:30:05<13:35:36,  3.82s/it]
 72%|███████▏  | 33502/46302 [35:30:08<13:35:13,  3.82s/it]
 72%|███████▏  | 33503/46302 [35:30:12<13:34:57,  3.82s/it]
 72%|███████▏  | 33504/46302 [35:30:16<13:34:51,  3.82s/it]
 72%|███████▏  | 33505/46302 [35:30:20<13:34:38,  3.82s/it]
 72%|███████▏  | 33506/46302 [35:30:24<13:34:42,  3.82s/it]
 72%|███████▏  | 33507/46302 [35:30:28<13:34:54,  3.82s/it]
 72%|███████▏  | 33508/46302 [35:30:31<13:34:27,  3.82s/it]
 72%|███████▏  | 33509/46302 [35:30:35<13:34:25,  3.82s/it]
 72%|███████▏  | 33510/46302 [35:30:39<13:34:20,  3.82s/it]
 72%|███████▏  | 33511/46302 [35:30:43<13:34:22,  3.82s/it]
 72%|███████▏  | 33512/46302 [35:30:47<13:34:03,  3.82s/it]
 72%|███████▏  | 33513/46302 [35:30:50<13:33:53,  3.82s/it]
 72%|███████▏  | 33514/46302 [35:30:54<13:33:37,  3.82s/it]
 72%|███████▏  | 33515/46302 [35:30:58<13:33:35,  3.82s/it]
 72%|███████▏  | 33516/46302 [35:31:02<13:33:41,  3.82s/it]
 72%|███████▏  | 33517/46302 [35:31:06<13:33:45,  3.82s/it]
 72%|███████▏  | 33518/46302 [35:31:10<13:33:55,  3.82s/it]
 72%|███████▏  | 33519/46302 [35:31:13<13:34:01,  3.82s/it]
 72%|███████▏  | 33520/46302 [35:31:17<13:33:50,  3.82s/it]
 72%|███████▏  | 33521/46302 [35:31:21<13:33:45,  3.82s/it]
 72%|███████▏  | 33522/46302 [35:31:25<13:33:36,  3.82s/it]
 72%|███████▏  | 33523/46302 [35:31:29<13:33:20,  3.82s/it]
 72%|███████▏  | 33524/46302 [35:31:32<13:33:16,  3.82s/it]
 72%|███████▏  | 33525/46302 [35:31:36<13:33:13,  3.82s/it]
 72%|███████▏  | 33526/46302 [35:31:40<13:33:07,  3.82s/it]
 72%|███████▏  | 33527/46302 [35:31:44<13:33:03,  3.82s/it]
 72%|███████▏  | 33528/46302 [35:31:48<13:33:02,  3.82s/it]
 72%|███████▏  | 33529/46302 [35:31:52<13:32:49,  3.82s/it]
 72%|███████▏  | 33530/46302 [35:31:55<13:32:58,  3.82s/it]
 72%|███████▏  | 33531/46302 [35:31:59<13:33:00,  3.82s/it]
 72%|███████▏  | 33532/46302 [35:32:03<13:32:41,  3.82s/it]
 72%|███████▏  | 33533/46302 [35:32:07<13:32:49,  3.82s/it]
 72%|███████▏  | 33534/46302 [35:32:11<13:33:01,  3.82s/it]
 72%|███████▏  | 33535/46302 [35:32:14<13:33:10,  3.82s/it]
 72%|███████▏  | 33536/46302 [35:32:18<13:32:36,  3.82s/it]
 72%|███████▏  | 33537/46302 [35:32:22<13:32:24,  3.82s/it]
 72%|███████▏  | 33538/46302 [35:32:26<13:32:25,  3.82s/it]
 72%|███████▏  | 33539/46302 [35:32:30<13:32:13,  3.82s/it]
 72%|███████▏  | 33540/46302 [35:32:34<13:32:26,  3.82s/it]
 72%|███████▏  | 33541/46302 [35:32:37<13:32:15,  3.82s/it]
 72%|███████▏  | 33542/46302 [35:32:41<13:32:10,  3.82s/it]
 72%|███████▏  | 33543/46302 [35:32:45<13:32:13,  3.82s/it]
 72%|███████▏  | 33544/46302 [35:32:49<13:32:13,  3.82s/it]
 72%|███████▏  | 33545/46302 [35:32:53<13:32:02,  3.82s/it]
 72%|███████▏  | 33546/46302 [35:32:56<13:31:57,  3.82s/it]
 72%|███████▏  | 33547/46302 [35:33:00<13:31:47,  3.82s/it]
 72%|███████▏  | 33548/46302 [35:33:04<13:31:49,  3.82s/it]
 72%|███████▏  | 33549/46302 [35:33:08<13:31:52,  3.82s/it]
 72%|███████▏  | 33550/46302 [35:33:12<13:31:53,  3.82s/it]
 72%|███████▏  | 33551/46302 [35:33:16<13:31:57,  3.82s/it]
 72%|███████▏  | 33552/46302 [35:33:19<13:31:36,  3.82s/it]
 72%|███████▏  | 33553/46302 [35:33:23<13:31:32,  3.82s/it]
 72%|███████▏  | 33554/46302 [35:33:27<13:31:29,  3.82s/it]
 72%|███████▏  | 33555/46302 [35:33:31<13:31:15,  3.82s/it]
 72%|███████▏  | 33556/46302 [35:33:35<13:31:13,  3.82s/it]
 72%|███████▏  | 33557/46302 [35:33:38<13:31:02,  3.82s/it]
 72%|███████▏  | 33558/46302 [35:33:42<13:31:09,  3.82s/it]
 72%|███████▏  | 33559/46302 [35:33:46<13:31:18,  3.82s/it]
 72%|███████▏  | 33560/46302 [35:33:50<13:31:11,  3.82s/it]
 72%|███████▏  | 33561/46302 [35:33:54<13:31:13,  3.82s/it]
 72%|███████▏  | 33562/46302 [35:33:58<13:30:59,  3.82s/it]
 72%|███████▏  | 33563/46302 [35:34:01<13:30:45,  3.82s/it]
 72%|███████▏  | 33564/46302 [35:34:05<13:30:42,  3.82s/it]
 72%|███████▏  | 33565/46302 [35:34:09<13:30:46,  3.82s/it]
 72%|███████▏  | 33566/46302 [35:34:13<13:30:54,  3.82s/it]
 72%|███████▏  | 33567/46302 [35:34:17<13:30:48,  3.82s/it]
 72%|███████▏  | 33568/46302 [35:34:20<13:30:37,  3.82s/it]
 73%|███████▎  | 33569/46302 [35:34:24<13:30:24,  3.82s/it]
 73%|███████▎  | 33570/46302 [35:34:28<13:30:27,  3.82s/it]
 73%|███████▎  | 33571/46302 [35:34:32<13:30:30,  3.82s/it]
 73%|███████▎  | 33572/46302 [35:34:36<13:30:08,  3.82s/it]
 73%|███████▎  | 33573/46302 [35:34:40<13:29:56,  3.82s/it]
 73%|███████▎  | 33574/46302 [35:34:43<13:29:45,  3.82s/it]
 73%|███████▎  | 33575/46302 [35:34:47<13:29:48,  3.82s/it]
 73%|███████▎  | 33576/46302 [35:34:51<13:29:50,  3.82s/it]
 73%|███████▎  | 33577/46302 [35:34:55<13:29:55,  3.82s/it]
 73%|███████▎  | 33578/46302 [35:34:59<13:29:42,  3.82s/it]
 73%|███████▎  | 33579/46302 [35:35:02<13:29:45,  3.82s/it]
 73%|███████▎  | 33580/46302 [35:35:06<13:29:48,  3.82s/it]
 73%|███████▎  | 33581/46302 [35:35:10<13:29:44,  3.82s/it]
 73%|███████▎  | 33582/46302 [35:35:14<13:29:24,  3.82s/it]
 73%|███████▎  | 33583/46302 [35:35:18<13:29:32,  3.82s/it]
 73%|███████▎  | 33584/46302 [35:35:22<13:29:32,  3.82s/it]
 73%|███████▎  | 33585/46302 [35:35:25<13:29:36,  3.82s/it]
 73%|███████▎  | 33586/46302 [35:35:29<13:29:22,  3.82s/it]
 73%|███████▎  | 33587/46302 [35:35:33<13:29:35,  3.82s/it]
 73%|███████▎  | 33588/46302 [35:35:37<13:29:33,  3.82s/it]
 73%|███████▎  | 33589/46302 [35:35:41<13:29:19,  3.82s/it]
 73%|███████▎  | 33590/46302 [35:35:45<13:29:20,  3.82s/it]
 73%|███████▎  | 33591/46302 [35:35:48<13:29:13,  3.82s/it]
 73%|███████▎  | 33592/46302 [35:35:52<13:29:17,  3.82s/it]
 73%|███████▎  | 33593/46302 [35:35:56<13:29:08,  3.82s/it]
 73%|███████▎  | 33594/46302 [35:36:00<13:28:46,  3.82s/it]
 73%|███████▎  | 33595/46302 [35:36:04<13:28:32,  3.82s/it]
 73%|███████▎  | 33596/46302 [35:36:07<13:28:26,  3.82s/it]
 73%|███████▎  | 33597/46302 [35:36:11<13:28:26,  3.82s/it]
 73%|███████▎  | 33598/46302 [35:36:15<13:28:19,  3.82s/it]
 73%|███████▎  | 33599/46302 [35:36:19<13:28:33,  3.82s/it]
 73%|███████▎  | 33600/46302 [35:36:23<13:28:41,  3.82s/it]
 73%|███████▎  | 33601/46302 [35:36:27<13:28:38,  3.82s/it]
 73%|███████▎  | 33602/46302 [35:36:30<13:28:03,  3.82s/it]
 73%|███████▎  | 33603/46302 [35:36:34<13:28:29,  3.82s/it]
 73%|███████▎  | 33604/46302 [35:36:38<13:28:18,  3.82s/it]
 73%|███████▎  | 33605/46302 [35:36:42<13:28:14,  3.82s/it]
 73%|███████▎  | 33606/46302 [35:36:46<13:28:20,  3.82s/it]
 73%|███████▎  | 33607/46302 [35:36:49<13:27:28,  3.82s/it]
 73%|███████▎  | 33608/46302 [35:36:53<13:27:23,  3.82s/it]
 73%|███████▎  | 33609/46302 [35:36:57<13:27:25,  3.82s/it]
 73%|███████▎  | 33610/46302 [35:37:01<13:27:18,  3.82s/it]
 73%|███████▎  | 33611/46302 [35:37:05<13:27:17,  3.82s/it]
 73%|███████▎  | 33612/46302 [35:37:08<13:27:03,  3.82s/it]
 73%|███████▎  | 33613/46302 [35:37:12<13:27:05,  3.82s/it]
 73%|███████▎  | 33614/46302 [35:37:16<13:27:00,  3.82s/it]
 73%|███████▎  | 33615/46302 [35:37:20<13:27:11,  3.82s/it]
 73%|███████▎  | 33616/46302 [35:37:24<13:27:05,  3.82s/it]
 73%|███████▎  | 33617/46302 [35:37:28<13:27:00,  3.82s/it]
 73%|███████▎  | 33618/46302 [35:37:31<13:26:38,  3.82s/it]
 73%|███████▎  | 33619/46302 [35:37:35<13:26:45,  3.82s/it]
 73%|███████▎  | 33620/46302 [35:37:39<13:26:34,  3.82s/it]
 73%|███████▎  | 33621/46302 [35:37:43<13:26:46,  3.82s/it]
 73%|███████▎  | 33622/46302 [35:37:47<13:26:28,  3.82s/it]
 73%|███████▎  | 33623/46302 [35:37:50<13:26:27,  3.82s/it]
 73%|███████▎  | 33624/46302 [35:37:54<13:26:28,  3.82s/it]
 73%|███████▎  | 33625/46302 [35:37:58<13:26:39,  3.82s/it]
 73%|███████▎  | 33626/46302 [35:38:02<13:26:34,  3.82s/it]
 73%|███████▎  | 33627/46302 [35:38:06<13:25:25,  3.81s/it]
 73%|███████▎  | 33628/46302 [35:38:10<13:24:47,  3.81s/it]
 73%|███████▎  | 33629/46302 [35:38:13<13:24:00,  3.81s/it]
 73%|███████▎  | 33630/46302 [35:38:17<13:24:44,  3.81s/it]
 73%|███████▎  | 33631/46302 [35:38:21<13:24:56,  3.81s/it]
 73%|███████▎  | 33632/46302 [35:38:25<13:24:57,  3.81s/it]
 73%|███████▎  | 33633/46302 [35:38:29<13:25:13,  3.81s/it]
 73%|███████▎  | 33634/46302 [35:38:32<13:25:43,  3.82s/it]
 73%|███████▎  | 33635/46302 [35:38:36<13:25:45,  3.82s/it]
 73%|███████▎  | 33636/46302 [35:38:40<13:25:44,  3.82s/it]
 73%|███████▎  | 33637/46302 [35:38:44<13:25:46,  3.82s/it]
 73%|███████▎  | 33638/46302 [35:38:48<13:25:10,  3.81s/it]
 73%|███████▎  | 33639/46302 [35:38:51<13:24:57,  3.81s/it]
 73%|███████▎  | 33640/46302 [35:38:55<13:24:56,  3.81s/it]
 73%|███████▎  | 33641/46302 [35:38:59<13:25:06,  3.82s/it]
 73%|███████▎  | 33642/46302 [35:39:03<13:25:07,  3.82s/it]
 73%|███████▎  | 33643/46302 [35:39:07<13:25:04,  3.82s/it]
 73%|███████▎  | 33644/46302 [35:39:11<13:25:03,  3.82s/it]
 73%|███████▎  | 33645/46302 [35:39:14<13:25:04,  3.82s/it]
 73%|███████▎  | 33646/46302 [35:39:18<13:25:22,  3.82s/it]
 73%|███████▎  | 33647/46302 [35:39:22<13:25:20,  3.82s/it]
 73%|███████▎  | 33648/46302 [35:39:26<13:25:09,  3.82s/it]
 73%|███████▎  | 33649/46302 [35:39:30<13:25:12,  3.82s/it]
 73%|███████▎  | 33650/46302 [35:39:33<13:24:52,  3.82s/it]
 73%|███████▎  | 33651/46302 [35:39:37<13:24:38,  3.82s/it]
 73%|███████▎  | 33652/46302 [35:39:41<13:24:28,  3.82s/it]
 73%|███████▎  | 33653/46302 [35:39:45<13:24:36,  3.82s/it]
 73%|███████▎  | 33654/46302 [35:39:49<13:24:41,  3.82s/it]
 73%|███████▎  | 33655/46302 [35:39:53<13:24:47,  3.82s/it]
 73%|███████▎  | 33656/46302 [35:39:56<13:24:33,  3.82s/it]
 73%|███████▎  | 33657/46302 [35:40:00<13:24:35,  3.82s/it]
 73%|███████▎  | 33658/46302 [35:40:04<13:24:46,  3.82s/it]
 73%|███████▎  | 33659/46302 [35:40:08<13:24:29,  3.82s/it]
 73%|███████▎  | 33660/46302 [35:40:12<13:24:32,  3.82s/it]
 73%|███████▎  | 33661/46302 [35:40:15<13:24:36,  3.82s/it]
 73%|███████▎  | 33662/46302 [35:40:19<13:24:20,  3.82s/it]
 73%|███████▎  | 33663/46302 [35:40:23<13:24:07,  3.82s/it]
 73%|███████▎  | 33664/46302 [35:40:27<13:24:07,  3.82s/it]
 73%|███████▎  | 33665/46302 [35:40:31<13:24:01,  3.82s/it]
 73%|███████▎  | 33666/46302 [35:40:35<13:24:00,  3.82s/it]
 73%|███████▎  | 33667/46302 [35:40:38<13:24:02,  3.82s/it]
 73%|███████▎  | 33668/46302 [35:40:42<13:23:49,  3.82s/it]
 73%|███████▎  | 33669/46302 [35:40:46<13:23:44,  3.82s/it]
 73%|███████▎  | 33670/46302 [35:40:50<13:23:35,  3.82s/it]
 73%|███████▎  | 33671/46302 [35:40:54<13:23:42,  3.82s/it]
 73%|███████▎  | 33672/46302 [35:40:57<13:23:26,  3.82s/it]
 73%|███████▎  | 33673/46302 [35:41:01<13:23:27,  3.82s/it]
 73%|███████▎  | 33674/46302 [35:41:05<13:23:20,  3.82s/it]
 73%|███████▎  | 33675/46302 [35:41:09<13:23:08,  3.82s/it]
 73%|███████▎  | 33676/46302 [35:41:13<13:23:03,  3.82s/it]
 73%|███████▎  | 33677/46302 [35:41:17<13:23:14,  3.82s/it]
 73%|███████▎  | 33678/46302 [35:41:20<13:23:15,  3.82s/it]
 73%|███████▎  | 33679/46302 [35:41:24<13:23:07,  3.82s/it]
 73%|███████▎  | 33680/46302 [35:41:28<13:23:12,  3.82s/it]
 73%|███████▎  | 33681/46302 [35:41:32<13:23:29,  3.82s/it]
 73%|███████▎  | 33682/46302 [35:41:36<13:23:19,  3.82s/it]
 73%|███████▎  | 33683/46302 [35:41:39<13:23:21,  3.82s/it]
 73%|███████▎  | 33684/46302 [35:41:43<13:23:21,  3.82s/it]
 73%|███████▎  | 33685/46302 [35:41:47<13:23:25,  3.82s/it]
 73%|███████▎  | 33686/46302 [35:41:51<13:23:14,  3.82s/it]
 73%|███████▎  | 33687/46302 [35:41:55<13:23:14,  3.82s/it]
 73%|███████▎  | 33688/46302 [35:41:59<13:23:10,  3.82s/it]
 73%|███████▎  | 33689/46302 [35:42:02<13:22:53,  3.82s/it]
 73%|███████▎  | 33690/46302 [35:42:06<13:22:58,  3.82s/it]
 73%|███████▎  | 33691/46302 [35:42:10<13:22:48,  3.82s/it]
 73%|███████▎  | 33692/46302 [35:42:14<13:22:47,  3.82s/it]
 73%|███████▎  | 33693/46302 [35:42:18<13:22:43,  3.82s/it]
 73%|███████▎  | 33694/46302 [35:42:21<13:22:37,  3.82s/it]
 73%|███████▎  | 33695/46302 [35:42:25<13:22:41,  3.82s/it]
 73%|███████▎  | 33696/46302 [35:42:29<13:22:44,  3.82s/it]
 73%|███████▎  | 33697/46302 [35:42:33<13:22:29,  3.82s/it]
 73%|███████▎  | 33698/46302 [35:42:37<13:22:06,  3.82s/it]
 73%|███████▎  | 33699/46302 [35:42:41<13:22:05,  3.82s/it]
 73%|███████▎  | 33700/46302 [35:42:44<13:21:51,  3.82s/it]
 73%|███████▎  | 33701/46302 [35:42:48<13:22:03,  3.82s/it]
 73%|███████▎  | 33702/46302 [35:42:52<13:21:44,  3.82s/it]
 73%|███████▎  | 33703/46302 [35:42:56<13:21:50,  3.82s/it]
 73%|███████▎  | 33704/46302 [35:43:00<13:21:34,  3.82s/it]
 73%|███████▎  | 33705/46302 [35:43:03<13:21:32,  3.82s/it]
 73%|███████▎  | 33706/46302 [35:43:07<13:21:41,  3.82s/it]
 73%|███████▎  | 33707/46302 [35:43:11<13:21:38,  3.82s/it]
 73%|███████▎  | 33708/46302 [35:43:15<13:21:35,  3.82s/it]
 73%|███████▎  | 33709/46302 [35:43:19<13:21:32,  3.82s/it]
 73%|███████▎  | 33710/46302 [35:43:23<13:21:45,  3.82s/it]
 73%|███████▎  | 33711/46302 [35:43:26<13:21:45,  3.82s/it]
 73%|███████▎  | 33712/46302 [35:43:30<13:21:36,  3.82s/it]
 73%|███████▎  | 33713/46302 [35:43:34<13:21:36,  3.82s/it]
 73%|███████▎  | 33714/46302 [35:43:38<13:21:11,  3.82s/it]
 73%|███████▎  | 33715/46302 [35:43:42<13:21:02,  3.82s/it]
 73%|███████▎  | 33716/46302 [35:43:46<13:20:58,  3.82s/it]
 73%|███████▎  | 33717/46302 [35:43:49<13:20:40,  3.82s/it]
 73%|███████▎  | 33718/46302 [35:43:53<13:20:31,  3.82s/it]
 73%|███████▎  | 33719/46302 [35:43:57<13:20:34,  3.82s/it]
 73%|███████▎  | 33720/46302 [35:44:01<13:20:19,  3.82s/it]
 73%|███████▎  | 33721/46302 [35:44:05<13:20:25,  3.82s/it]
 73%|███████▎  | 33722/46302 [35:44:08<13:20:17,  3.82s/it]
 73%|███████▎  | 33723/46302 [35:44:12<13:20:16,  3.82s/it]
 73%|███████▎  | 33724/46302 [35:44:16<13:19:58,  3.82s/it]
 73%|███████▎  | 33725/46302 [35:44:20<13:20:16,  3.82s/it]
 73%|███████▎  | 33726/46302 [35:44:24<13:20:27,  3.82s/it]
 73%|███████▎  | 33727/46302 [35:44:28<13:20:23,  3.82s/it]
 73%|███████▎  | 33728/46302 [35:44:31<13:20:01,  3.82s/it]
 73%|███████▎  | 33729/46302 [35:44:35<13:20:04,  3.82s/it]
 73%|███████▎  | 33730/46302 [35:44:39<13:19:58,  3.82s/it]
 73%|███████▎  | 33731/46302 [35:44:43<13:20:08,  3.82s/it]
 73%|███████▎  | 33732/46302 [35:44:47<13:20:05,  3.82s/it]
 73%|███████▎  | 33733/46302 [35:44:50<13:20:02,  3.82s/it]
 73%|███████▎  | 33734/46302 [35:44:54<13:19:52,  3.82s/it]
 73%|███████▎  | 33735/46302 [35:44:58<13:19:53,  3.82s/it]
 73%|███████▎  | 33736/46302 [35:45:02<13:19:06,  3.82s/it]
 73%|███████▎  | 33737/46302 [35:45:06<13:19:00,  3.82s/it]
 73%|███████▎  | 33738/46302 [35:45:09<13:18:52,  3.82s/it]
 73%|███████▎  | 33739/46302 [35:45:13<13:18:49,  3.82s/it]
 73%|███████▎  | 33740/46302 [35:45:17<13:18:45,  3.82s/it]
 73%|███████▎  | 33741/46302 [35:45:21<13:18:57,  3.82s/it]
 73%|███████▎  | 33742/46302 [35:45:25<13:18:54,  3.82s/it]
 73%|███████▎  | 33743/46302 [35:45:29<13:18:55,  3.82s/it]
 73%|███████▎  | 33744/46302 [35:45:32<13:18:53,  3.82s/it]
 73%|███████▎  | 33745/46302 [35:45:36<13:19:01,  3.82s/it]
 73%|███████▎  | 33746/46302 [35:45:40<13:18:57,  3.82s/it]
 73%|███████▎  | 33747/46302 [35:45:44<13:19:00,  3.82s/it]
 73%|███████▎  | 33748/46302 [35:45:48<13:18:35,  3.82s/it]
 73%|███████▎  | 33749/46302 [35:45:51<13:18:32,  3.82s/it]
 73%|███████▎  | 33750/46302 [35:45:55<13:18:20,  3.82s/it]
 73%|███████▎  | 33751/46302 [35:45:59<13:18:09,  3.82s/it]
 73%|███████▎  | 33752/46302 [35:46:03<13:18:11,  3.82s/it]
 73%|███████▎  | 33753/46302 [35:46:07<13:18:12,  3.82s/it]
 73%|███████▎  | 33754/46302 [35:46:11<13:18:10,  3.82s/it]
 73%|███████▎  | 33755/46302 [35:46:14<13:18:00,  3.82s/it]
 73%|███████▎  | 33756/46302 [35:46:18<13:17:55,  3.82s/it]
 73%|███████▎  | 33757/46302 [35:46:22<13:17:50,  3.82s/it]
 73%|███████▎  | 33758/46302 [35:46:26<13:17:48,  3.82s/it]
 73%|███████▎  | 33759/46302 [35:46:30<13:17:39,  3.82s/it]
 73%|███████▎  | 33760/46302 [35:46:33<13:17:34,  3.82s/it]
 73%|███████▎  | 33761/46302 [35:46:37<13:17:27,  3.82s/it]
 73%|███████▎  | 33762/46302 [35:46:41<13:17:22,  3.82s/it]
 73%|███████▎  | 33763/46302 [35:46:45<13:17:26,  3.82s/it]
 73%|███████▎  | 33764/46302 [35:46:49<13:17:28,  3.82s/it]
 73%|███████▎  | 33765/46302 [35:46:53<13:17:20,  3.82s/it]
 73%|███████▎  | 33766/46302 [35:46:56<13:17:18,  3.82s/it]
 73%|███████▎  | 33767/46302 [35:47:00<13:17:10,  3.82s/it]
 73%|███████▎  | 33768/46302 [35:47:04<13:17:11,  3.82s/it]
 73%|███████▎  | 33769/46302 [35:47:08<13:17:06,  3.82s/it]
 73%|███████▎  | 33770/46302 [35:47:12<13:17:11,  3.82s/it]
 73%|███████▎  | 33771/46302 [35:47:15<13:17:06,  3.82s/it]
 73%|███████▎  | 33772/46302 [35:47:19<13:16:58,  3.82s/it]
 73%|███████▎  | 33773/46302 [35:47:23<13:16:55,  3.82s/it]
 73%|███████▎  | 33774/46302 [35:47:27<13:16:39,  3.82s/it]
 73%|███████▎  | 33775/46302 [35:47:31<13:16:51,  3.82s/it]
 73%|███████▎  | 33776/46302 [35:47:35<13:16:50,  3.82s/it]
 73%|███████▎  | 33777/46302 [35:47:38<13:16:45,  3.82s/it]
 73%|███████▎  | 33778/46302 [35:47:42<13:16:21,  3.82s/it]
 73%|███████▎  | 33779/46302 [35:47:46<13:16:36,  3.82s/it]
 73%|███████▎  | 33780/46302 [35:47:50<13:16:27,  3.82s/it]
 73%|███████▎  | 33781/46302 [35:47:54<13:16:19,  3.82s/it]
 73%|███████▎  | 33782/46302 [35:47:57<13:16:09,  3.82s/it]
 73%|███████▎  | 33783/46302 [35:48:01<13:15:57,  3.81s/it]
 73%|███████▎  | 33784/46302 [35:48:05<13:15:45,  3.81s/it]
 73%|███████▎  | 33785/46302 [35:48:09<13:15:59,  3.82s/it]
 73%|███████▎  | 33786/46302 [35:48:13<13:16:04,  3.82s/it]
 73%|███████▎  | 33787/46302 [35:48:16<13:15:52,  3.82s/it]
 73%|███████▎  | 33788/46302 [35:48:20<13:16:00,  3.82s/it]
 73%|███████▎  | 33789/46302 [35:48:24<13:15:58,  3.82s/it]
 73%|███████▎  | 33790/46302 [35:48:28<13:15:57,  3.82s/it]
 73%|███████▎  | 33791/46302 [35:48:32<13:15:43,  3.82s/it]
 73%|███████▎  | 33792/46302 [35:48:36<13:15:43,  3.82s/it]
 73%|███████▎  | 33793/46302 [35:48:39<13:15:37,  3.82s/it]
 73%|███████▎  | 33794/46302 [35:48:43<13:15:28,  3.82s/it]
 73%|███████▎  | 33795/46302 [35:48:47<13:15:07,  3.81s/it]
 73%|███████▎  | 33796/46302 [35:48:51<13:14:59,  3.81s/it]
 73%|███████▎  | 33797/46302 [35:48:55<13:14:51,  3.81s/it]
 73%|███████▎  | 33798/46302 [35:48:58<13:15:06,  3.82s/it]
 73%|███████▎  | 33799/46302 [35:49:02<13:15:07,  3.82s/it]
 73%|███████▎  | 33800/46302 [35:49:06<13:15:10,  3.82s/it]
 73%|███████▎  | 33801/46302 [35:49:10<13:15:01,  3.82s/it]
 73%|███████▎  | 33802/46302 [35:49:14<13:14:56,  3.82s/it]
 73%|███████▎  | 33803/46302 [35:49:18<13:14:45,  3.82s/it]
 73%|███████▎  | 33804/46302 [35:49:21<13:14:42,  3.82s/it]
 73%|███████▎  | 33805/46302 [35:49:25<13:14:35,  3.81s/it]
 73%|███████▎  | 33806/46302 [35:49:29<13:14:30,  3.81s/it]
 73%|███████▎  | 33807/46302 [35:49:33<13:14:24,  3.81s/it]
 73%|███████▎  | 33808/46302 [35:49:37<13:14:25,  3.82s/it]
 73%|███████▎  | 33809/46302 [35:49:40<13:14:38,  3.82s/it]
 73%|███████▎  | 33810/46302 [35:49:44<13:14:36,  3.82s/it]
 73%|███████▎  | 33811/46302 [35:49:48<13:14:37,  3.82s/it]
 73%|███████▎  | 33812/46302 [35:49:52<13:14:28,  3.82s/it]
 73%|███████▎  | 33813/46302 [35:49:56<13:13:59,  3.81s/it]
 73%|███████▎  | 33814/46302 [35:50:00<13:13:51,  3.81s/it]
 73%|███████▎  | 33815/46302 [35:50:03<13:13:43,  3.81s/it]
 73%|███████▎  | 33816/46302 [35:50:07<13:13:27,  3.81s/it]
 73%|███████▎  | 33817/46302 [35:50:11<13:13:20,  3.81s/it]
 73%|███████▎  | 33818/46302 [35:50:15<13:13:15,  3.81s/it]
 73%|███████▎  | 33819/46302 [35:50:19<13:13:22,  3.81s/it]
 73%|███████▎  | 33820/46302 [35:50:22<13:13:23,  3.81s/it]
 73%|███████▎  | 33821/46302 [35:50:26<13:13:20,  3.81s/it]
 73%|███████▎  | 33822/46302 [35:50:30<13:13:13,  3.81s/it]
 73%|███████▎  | 33823/46302 [35:50:34<13:13:09,  3.81s/it]
 73%|███████▎  | 33824/46302 [35:50:38<13:13:01,  3.81s/it]
 73%|███████▎  | 33825/46302 [35:50:41<13:13:01,  3.81s/it]
 73%|███████▎  | 33826/46302 [35:50:45<13:13:02,  3.81s/it]
 73%|███████▎  | 33827/46302 [35:50:49<13:12:58,  3.81s/it]
 73%|███████▎  | 33828/46302 [35:50:53<13:12:53,  3.81s/it]
 73%|███████▎  | 33829/46302 [35:50:57<13:12:57,  3.81s/it]
 73%|███████▎  | 33830/46302 [35:51:01<13:13:02,  3.82s/it]
 73%|███████▎  | 33831/46302 [35:51:04<13:12:59,  3.82s/it]
 73%|███████▎  | 33832/46302 [35:51:08<13:12:58,  3.82s/it]
 73%|███████▎  | 33833/46302 [35:51:12<13:12:40,  3.81s/it]
 73%|███████▎  | 33834/46302 [35:51:16<13:12:36,  3.81s/it]
 73%|███████▎  | 33835/46302 [35:51:20<13:12:36,  3.81s/it]
 73%|███████▎  | 33836/46302 [35:51:23<13:12:38,  3.82s/it]
 73%|███████▎  | 33837/46302 [35:51:27<13:12:26,  3.81s/it]
 73%|███████▎  | 33838/46302 [35:51:31<13:12:24,  3.81s/it]
 73%|███████▎  | 33839/46302 [35:51:35<13:12:24,  3.81s/it]
 73%|███████▎  | 33840/46302 [35:51:39<13:12:15,  3.81s/it]
 73%|███████▎  | 33841/46302 [35:51:42<13:12:14,  3.81s/it]
 73%|███████▎  | 33842/46302 [35:51:46<13:12:04,  3.81s/it]
 73%|███████▎  | 33843/46302 [35:51:50<13:12:12,  3.82s/it]
 73%|███████▎  | 33844/46302 [35:51:54<13:12:07,  3.82s/it]
 73%|███████▎  | 33845/46302 [35:51:58<13:12:08,  3.82s/it]
 73%|███████▎  | 33846/46302 [35:52:02<13:11:54,  3.81s/it]
 73%|███████▎  | 33847/46302 [35:52:05<13:12:02,  3.82s/it]
 73%|███████▎  | 33848/46302 [35:52:09<13:12:00,  3.82s/it]
 73%|███████▎  | 33849/46302 [35:52:13<13:11:55,  3.82s/it]
 73%|███████▎  | 33850/46302 [35:52:17<13:11:51,  3.82s/it]
 73%|███████▎  | 33851/46302 [35:52:21<13:11:42,  3.82s/it]
 73%|███████▎  | 33852/46302 [35:52:24<13:11:30,  3.81s/it]
 73%|███████▎  | 33853/46302 [35:52:28<13:11:29,  3.81s/it]
 73%|███████▎  | 33854/46302 [35:52:32<13:11:36,  3.82s/it]
 73%|███████▎  | 33855/46302 [35:52:36<13:11:15,  3.81s/it]
 73%|███████▎  | 33856/46302 [35:52:40<13:10:55,  3.81s/it]
 73%|███████▎  | 33857/46302 [35:52:44<13:11:14,  3.81s/it]
 73%|███████▎  | 33858/46302 [35:52:47<13:11:16,  3.82s/it]
 73%|███████▎  | 33859/46302 [35:52:51<13:11:06,  3.81s/it]
 73%|███████▎  | 33860/46302 [35:52:55<13:11:05,  3.81s/it]
 73%|███████▎  | 33861/46302 [35:52:59<13:11:08,  3.82s/it]
 73%|███████▎  | 33862/46302 [35:53:03<13:10:53,  3.81s/it]
 73%|███████▎  | 33863/46302 [35:53:06<13:10:50,  3.81s/it]
 73%|███████▎  | 33864/46302 [35:53:10<13:11:01,  3.82s/it]
 73%|███████▎  | 33865/46302 [35:53:14<13:10:47,  3.82s/it]
 73%|███████▎  | 33866/46302 [35:53:18<13:10:59,  3.82s/it]
 73%|███████▎  | 33867/46302 [35:53:22<13:10:35,  3.81s/it]
 73%|███████▎  | 33868/46302 [35:53:25<13:10:26,  3.81s/it]
 73%|███████▎  | 33869/46302 [35:53:29<13:10:33,  3.82s/it]
 73%|███████▎  | 33870/46302 [35:53:33<13:10:21,  3.81s/it]
 73%|███████▎  | 33871/46302 [35:53:37<13:10:08,  3.81s/it]
 73%|███████▎  | 33872/46302 [35:53:41<13:10:07,  3.81s/it]
 73%|███████▎  | 33873/46302 [35:53:45<13:10:18,  3.82s/it]
 73%|███████▎  | 33874/46302 [35:53:48<13:10:06,  3.81s/it]
 73%|███████▎  | 33875/46302 [35:53:52<13:10:02,  3.81s/it]
 73%|███████▎  | 33876/46302 [35:53:56<13:09:55,  3.81s/it]
 73%|███████▎  | 33877/46302 [35:54:00<13:10:05,  3.82s/it]
 73%|███████▎  | 33878/46302 [35:54:04<13:10:09,  3.82s/it]
 73%|███████▎  | 33879/46302 [35:54:07<13:10:05,  3.82s/it]
 73%|███████▎  | 33880/46302 [35:54:11<13:09:48,  3.81s/it]
 73%|███████▎  | 33881/46302 [35:54:15<13:09:35,  3.81s/it]
 73%|███████▎  | 33882/46302 [35:54:19<13:09:28,  3.81s/it]
 73%|███████▎  | 33883/46302 [35:54:23<13:09:32,  3.81s/it]
 73%|███████▎  | 33884/46302 [35:54:27<13:09:17,  3.81s/it]
 73%|███████▎  | 33885/46302 [35:54:30<13:09:15,  3.81s/it]
 73%|███████▎  | 33886/46302 [35:54:34<13:08:52,  3.81s/it]
 73%|███████▎  | 33887/46302 [35:54:38<13:08:58,  3.81s/it]
 73%|███████▎  | 33888/46302 [35:54:42<13:08:30,  3.81s/it]
 73%|███████▎  | 33889/46302 [35:54:46<13:08:38,  3.81s/it]
 73%|███████▎  | 33890/46302 [35:54:49<13:08:20,  3.81s/it]
 73%|███████▎  | 33891/46302 [35:54:53<13:08:23,  3.81s/it]
 73%|███████▎  | 33892/46302 [35:54:57<13:08:36,  3.81s/it]
 73%|███████▎  | 33893/46302 [35:55:01<13:08:41,  3.81s/it]
 73%|███████▎  | 33894/46302 [35:55:05<13:08:48,  3.81s/it]
 73%|███████▎  | 33895/46302 [35:55:08<13:08:27,  3.81s/it]
 73%|███████▎  | 33896/46302 [35:55:12<13:08:25,  3.81s/it]
 73%|███████▎  | 33897/46302 [35:55:16<13:08:30,  3.81s/it]
 73%|███████▎  | 33898/46302 [35:55:20<13:08:22,  3.81s/it]
 73%|███████▎  | 33899/46302 [35:55:24<13:08:17,  3.81s/it]
 73%|███████▎  | 33900/46302 [35:55:28<13:08:07,  3.81s/it]
 73%|███████▎  | 33901/46302 [35:55:31<13:07:42,  3.81s/it]
 73%|███████▎  | 33902/46302 [35:55:35<13:08:00,  3.81s/it]
 73%|███████▎  | 33903/46302 [35:55:39<13:08:22,  3.82s/it]
 73%|███████▎  | 33904/46302 [35:55:43<13:08:35,  3.82s/it]
 73%|███████▎  | 33905/46302 [35:55:47<13:08:47,  3.82s/it]
 73%|███████▎  | 33906/46302 [35:55:50<13:08:56,  3.82s/it]
 73%|███████▎  | 33907/46302 [35:55:54<13:09:00,  3.82s/it]
 73%|███████▎  | 33908/46302 [35:55:58<13:08:55,  3.82s/it]
 73%|███████▎  | 33909/46302 [35:56:02<13:08:44,  3.82s/it]
 73%|███████▎  | 33910/46302 [35:56:06<13:08:47,  3.82s/it]
 73%|███████▎  | 33911/46302 [35:56:10<13:08:39,  3.82s/it]
 73%|███████▎  | 33912/46302 [35:56:13<13:08:46,  3.82s/it]
 73%|███████▎  | 33913/46302 [35:56:17<13:08:26,  3.82s/it]
 73%|███████▎  | 33914/46302 [35:56:21<13:08:27,  3.82s/it]
 73%|███████▎  | 33915/46302 [35:56:25<13:08:20,  3.82s/it]
 73%|███████▎  | 33916/46302 [35:56:29<13:08:06,  3.82s/it]
 73%|███████▎  | 33917/46302 [35:56:32<13:08:13,  3.82s/it]
 73%|███████▎  | 33918/46302 [35:56:36<13:08:20,  3.82s/it]
 73%|███████▎  | 33919/46302 [35:56:40<13:08:24,  3.82s/it]
 73%|███████▎  | 33920/46302 [35:56:44<13:08:21,  3.82s/it]
 73%|███████▎  | 33921/46302 [35:56:48<13:08:21,  3.82s/it]
 73%|███████▎  | 33922/46302 [35:56:52<13:08:18,  3.82s/it]
 73%|███████▎  | 33923/46302 [35:56:55<13:08:26,  3.82s/it]
 73%|███████▎  | 33924/46302 [35:56:59<13:08:09,  3.82s/it]
 73%|███████▎  | 33925/46302 [35:57:03<13:07:55,  3.82s/it]
 73%|███████▎  | 33926/46302 [35:57:07<13:07:33,  3.82s/it]
 73%|███████▎  | 33927/46302 [35:57:11<13:07:35,  3.82s/it]
 73%|███████▎  | 33928/46302 [35:57:14<13:07:33,  3.82s/it]
 73%|███████▎  | 33929/46302 [35:57:18<13:07:32,  3.82s/it]
 73%|███████▎  | 33930/46302 [35:57:22<13:07:32,  3.82s/it]
 73%|███████▎  | 33931/46302 [35:57:26<13:07:14,  3.82s/it]
 73%|███████▎  | 33932/46302 [35:57:30<13:07:16,  3.82s/it]
 73%|███████▎  | 33933/46302 [35:57:34<13:07:18,  3.82s/it]
 73%|███████▎  | 33934/46302 [35:57:37<13:07:08,  3.82s/it]
 73%|███████▎  | 33935/46302 [35:57:41<13:07:06,  3.82s/it]
 73%|███████▎  | 33936/46302 [35:57:45<13:06:58,  3.82s/it]
 73%|███████▎  | 33937/46302 [35:57:49<13:07:04,  3.82s/it]
 73%|███████▎  | 33938/46302 [35:57:53<13:07:04,  3.82s/it]
 73%|███████▎  | 33939/46302 [35:57:56<13:07:05,  3.82s/it]
 73%|███████▎  | 33940/46302 [35:58:00<13:06:53,  3.82s/it]
 73%|███████▎  | 33941/46302 [35:58:04<13:07:01,  3.82s/it]
 73%|███████▎  | 33942/46302 [35:58:08<13:07:03,  3.82s/it]
 73%|███████▎  | 33943/46302 [35:58:12<13:07:11,  3.82s/it]
 73%|███████▎  | 33944/46302 [35:58:16<13:07:04,  3.82s/it]
 73%|███████▎  | 33945/46302 [35:58:19<13:06:44,  3.82s/it]
 73%|███████▎  | 33946/46302 [35:58:23<13:06:37,  3.82s/it]
 73%|███████▎  | 33947/46302 [35:58:27<13:06:24,  3.82s/it]
 73%|███████▎  | 33948/46302 [35:58:31<13:06:23,  3.82s/it]
 73%|███████▎  | 33949/46302 [35:58:35<13:06:21,  3.82s/it]
 73%|███████▎  | 33950/46302 [35:58:38<13:06:25,  3.82s/it]
 73%|███████▎  | 33951/46302 [35:58:42<13:06:16,  3.82s/it]
 73%|███████▎  | 33952/46302 [35:58:46<13:06:04,  3.82s/it]
 73%|███████▎  | 33953/46302 [35:58:50<13:05:53,  3.82s/it]
 73%|███████▎  | 33954/46302 [35:58:54<13:05:32,  3.82s/it]
 73%|███████▎  | 33955/46302 [35:58:58<13:05:27,  3.82s/it]
 73%|███████▎  | 33956/46302 [35:59:01<13:05:19,  3.82s/it]
 73%|███████▎  | 33957/46302 [35:59:05<13:05:09,  3.82s/it]
 73%|███████▎  | 33958/46302 [35:59:09<13:05:06,  3.82s/it]
 73%|███████▎  | 33959/46302 [35:59:13<13:05:00,  3.82s/it]
 73%|███████▎  | 33960/46302 [35:59:17<13:05:12,  3.82s/it]
 73%|███████▎  | 33961/46302 [35:59:20<13:05:14,  3.82s/it]
 73%|███████▎  | 33962/46302 [35:59:24<13:05:17,  3.82s/it]
 73%|███████▎  | 33963/46302 [35:59:28<13:05:14,  3.82s/it]
 73%|███████▎  | 33964/46302 [35:59:32<13:05:10,  3.82s/it]
 73%|███████▎  | 33965/46302 [35:59:36<13:04:54,  3.82s/it]
 73%|███████▎  | 33966/46302 [35:59:40<13:05:01,  3.82s/it]
 73%|███████▎  | 33967/46302 [35:59:43<13:04:52,  3.82s/it]
 73%|███████▎  | 33968/46302 [35:59:47<13:04:29,  3.82s/it]
 73%|███████▎  | 33969/46302 [35:59:51<13:04:31,  3.82s/it]
 73%|███████▎  | 33970/46302 [35:59:55<13:04:39,  3.82s/it]
 73%|███████▎  | 33971/46302 [35:59:59<13:04:38,  3.82s/it]
 73%|███████▎  | 33972/46302 [36:00:02<13:04:23,  3.82s/it]
 73%|███████▎  | 33973/46302 [36:00:06<13:04:14,  3.82s/it]
 73%|███████▎  | 33974/46302 [36:00:10<13:04:13,  3.82s/it]
 73%|███████▎  | 33975/46302 [36:00:14<13:04:19,  3.82s/it]
 73%|███████▎  | 33976/46302 [36:00:18<13:04:19,  3.82s/it]
 73%|███████▎  | 33977/46302 [36:00:22<13:04:26,  3.82s/it]
 73%|███████▎  | 33978/46302 [36:00:25<13:04:26,  3.82s/it]
 73%|███████▎  | 33979/46302 [36:00:29<13:04:14,  3.82s/it]
 73%|███████▎  | 33980/46302 [36:00:33<13:04:04,  3.82s/it]
 73%|███████▎  | 33981/46302 [36:00:37<13:03:47,  3.82s/it]
 73%|███████▎  | 33982/46302 [36:00:41<13:03:46,  3.82s/it]
 73%|███████▎  | 33983/46302 [36:00:44<13:03:31,  3.82s/it]
 73%|███████▎  | 33984/46302 [36:00:48<13:03:23,  3.82s/it]
 73%|███████▎  | 33985/46302 [36:00:52<13:03:07,  3.81s/it]
 73%|███████▎  | 33986/46302 [36:00:56<13:03:04,  3.81s/it]
 73%|███████▎  | 33987/46302 [36:01:00<13:03:04,  3.82s/it]
 73%|███████▎  | 33988/46302 [36:01:04<13:03:05,  3.82s/it]
 73%|███████▎  | 33989/46302 [36:01:07<13:03:21,  3.82s/it]
 73%|███████▎  | 33990/46302 [36:01:11<13:03:14,  3.82s/it]
 73%|███████▎  | 33991/46302 [36:01:15<13:03:06,  3.82s/it]
 73%|███████▎  | 33992/46302 [36:01:19<13:02:53,  3.82s/it]
 73%|███████▎  | 33993/46302 [36:01:23<13:02:57,  3.82s/it]
 73%|███████▎  | 33994/46302 [36:01:26<13:03:00,  3.82s/it]
 73%|███████▎  | 33995/46302 [36:01:30<13:02:52,  3.82s/it]
 73%|███████▎  | 33996/46302 [36:01:34<13:02:57,  3.82s/it]
 73%|███████▎  | 33997/46302 [36:01:38<13:03:01,  3.82s/it]
 73%|███████▎  | 33998/46302 [36:01:42<13:02:55,  3.82s/it]
 73%|███████▎  | 33999/46302 [36:01:46<13:02:54,  3.82s/it]
 73%|███████▎  | 34000/46302 [36:01:49<13:02:50,  3.82s/it]
                                                           
{'loss': 3.1483, 'learning_rate': 0.0013577766986005034, 'epoch': 0.73}

 73%|███████▎  | 34000/46302 [36:01:49<13:02:50,  3.82s/it]
 73%|███████▎  | 34001/46302 [36:01:53<13:03:07,  3.82s/it]
 73%|███████▎  | 34002/46302 [36:01:57<13:02:50,  3.82s/it]
 73%|███████▎  | 34003/46302 [36:02:01<13:02:23,  3.82s/it]
 73%|███████▎  | 34004/46302 [36:02:05<13:02:08,  3.82s/it]
 73%|███████▎  | 34005/46302 [36:02:08<13:01:58,  3.82s/it]
 73%|███████▎  | 34006/46302 [36:02:12<13:02:08,  3.82s/it]
 73%|███████▎  | 34007/46302 [36:02:16<13:01:53,  3.82s/it]
 73%|███████▎  | 34008/46302 [36:02:20<13:01:56,  3.82s/it]
 73%|███████▎  | 34009/46302 [36:02:24<13:01:43,  3.82s/it]
 73%|███████▎  | 34010/46302 [36:02:27<13:01:39,  3.82s/it]
 73%|███████▎  | 34011/46302 [36:02:31<13:01:19,  3.81s/it]
 73%|███████▎  | 34012/46302 [36:02:35<13:01:28,  3.82s/it]
 73%|███████▎  | 34013/46302 [36:02:39<13:01:45,  3.82s/it]
 73%|███████▎  | 34014/46302 [36:02:43<13:01:58,  3.82s/it]
 73%|███████▎  | 34015/46302 [36:02:47<13:01:56,  3.82s/it]
 73%|███████▎  | 34016/46302 [36:02:50<13:01:41,  3.82s/it]
 73%|███████▎  | 34017/46302 [36:02:54<13:01:44,  3.82s/it]
 73%|███████▎  | 34018/46302 [36:02:58<13:01:38,  3.82s/it]
 73%|███████▎  | 34019/46302 [36:03:02<13:01:26,  3.82s/it]
 73%|███████▎  | 34020/46302 [36:03:06<13:01:24,  3.82s/it]
 73%|███████▎  | 34021/46302 [36:03:09<13:01:35,  3.82s/it]
 73%|███████▎  | 34022/46302 [36:03:13<13:01:34,  3.82s/it]
 73%|███████▎  | 34023/46302 [36:03:17<13:01:32,  3.82s/it]
 73%|███████▎  | 34024/46302 [36:03:21<13:01:31,  3.82s/it]
 73%|███████▎  | 34025/46302 [36:03:25<13:01:34,  3.82s/it]
 73%|███████▎  | 34026/46302 [36:03:29<13:01:22,  3.82s/it]
 73%|███████▎  | 34027/46302 [36:03:32<13:01:11,  3.82s/it]
 73%|███████▎  | 34028/46302 [36:03:36<13:01:22,  3.82s/it]
 73%|███████▎  | 34029/46302 [36:03:40<13:01:09,  3.82s/it]
 73%|███████▎  | 34030/46302 [36:03:44<13:01:00,  3.82s/it]
 73%|███████▎  | 34031/46302 [36:03:48<13:00:47,  3.82s/it]
 74%|███████▎  | 34032/46302 [36:03:51<13:00:39,  3.82s/it]
 74%|███████▎  | 34033/46302 [36:03:55<13:00:50,  3.82s/it]
 74%|███████▎  | 34034/46302 [36:03:59<13:01:02,  3.82s/it]
 74%|███████▎  | 34035/46302 [36:04:03<13:00:51,  3.82s/it]
 74%|███████▎  | 34036/46302 [36:04:07<13:00:47,  3.82s/it]
 74%|███████▎  | 34037/46302 [36:04:11<13:00:49,  3.82s/it]
 74%|███████▎  | 34038/46302 [36:04:14<13:00:31,  3.82s/it]
 74%|███████▎  | 34039/46302 [36:04:18<13:00:35,  3.82s/it]
 74%|███████▎  | 34040/46302 [36:04:22<13:00:14,  3.82s/it]
 74%|███████▎  | 34041/46302 [36:04:26<13:00:24,  3.82s/it]
 74%|███████▎  | 34042/46302 [36:04:30<13:00:32,  3.82s/it]
 74%|███████▎  | 34043/46302 [36:04:34<13:00:33,  3.82s/it]
 74%|███████▎  | 34044/46302 [36:04:37<13:00:17,  3.82s/it]
 74%|███████▎  | 34045/46302 [36:04:41<13:00:17,  3.82s/it]
 74%|███████▎  | 34046/46302 [36:04:45<13:00:11,  3.82s/it]
 74%|███████▎  | 34047/46302 [36:04:49<13:00:15,  3.82s/it]
 74%|███████▎  | 34048/46302 [36:04:53<13:00:13,  3.82s/it]
 74%|███████▎  | 34049/46302 [36:04:56<12:59:51,  3.82s/it]
 74%|███████▎  | 34050/46302 [36:05:00<12:59:52,  3.82s/it]
 74%|███████▎  | 34051/46302 [36:05:04<12:59:53,  3.82s/it]
 74%|███████▎  | 34052/46302 [36:05:08<12:59:49,  3.82s/it]
 74%|███████▎  | 34053/46302 [36:05:12<12:59:35,  3.82s/it]
 74%|███████▎  | 34054/46302 [36:05:16<12:59:25,  3.82s/it]
 74%|███████▎  | 34055/46302 [36:05:19<12:58:51,  3.82s/it]
 74%|███████▎  | 34056/46302 [36:05:23<12:59:07,  3.82s/it]
 74%|███████▎  | 34057/46302 [36:05:27<12:59:07,  3.82s/it]
 74%|███████▎  | 34058/46302 [36:05:31<12:59:13,  3.82s/it]
 74%|███████▎  | 34059/46302 [36:05:35<12:59:12,  3.82s/it]
 74%|███████▎  | 34060/46302 [36:05:38<12:59:26,  3.82s/it]
 74%|███████▎  | 34061/46302 [36:05:42<12:59:26,  3.82s/it]
 74%|███████▎  | 34062/46302 [36:05:46<12:59:19,  3.82s/it]
 74%|███████▎  | 34063/46302 [36:05:50<12:59:23,  3.82s/it]
 74%|███████▎  | 34064/46302 [36:05:54<12:59:30,  3.82s/it]
 74%|███████▎  | 34065/46302 [36:05:58<12:59:01,  3.82s/it]
 74%|███████▎  | 34066/46302 [36:06:01<12:59:01,  3.82s/it]
 74%|███████▎  | 34067/46302 [36:06:05<12:58:47,  3.82s/it]
 74%|███████▎  | 34068/46302 [36:06:09<12:58:39,  3.82s/it]
 74%|███████▎  | 34069/46302 [36:06:13<12:58:45,  3.82s/it]
 74%|███████▎  | 34070/46302 [36:06:17<12:58:54,  3.82s/it]
 74%|███████▎  | 34071/46302 [36:06:20<12:58:38,  3.82s/it]
 74%|███████▎  | 34072/46302 [36:06:24<12:58:44,  3.82s/it]
 74%|███████▎  | 34073/46302 [36:06:28<12:58:22,  3.82s/it]
 74%|███████▎  | 34074/46302 [36:06:32<12:58:30,  3.82s/it]
 74%|███████▎  | 34075/46302 [36:06:36<12:58:35,  3.82s/it]
 74%|███████▎  | 34076/46302 [36:06:40<12:58:18,  3.82s/it]
 74%|███████▎  | 34077/46302 [36:06:43<12:58:31,  3.82s/it]
 74%|███████▎  | 34078/46302 [36:06:47<12:58:21,  3.82s/it]
 74%|███████▎  | 34079/46302 [36:06:51<12:58:16,  3.82s/it]
 74%|███████▎  | 34080/46302 [36:06:55<12:58:22,  3.82s/it]
 74%|███████▎  | 34081/46302 [36:06:59<12:57:59,  3.82s/it]
 74%|███████▎  | 34082/46302 [36:07:02<12:58:04,  3.82s/it]
 74%|███████▎  | 34083/46302 [36:07:06<12:57:46,  3.82s/it]
 74%|███████▎  | 34084/46302 [36:07:10<12:57:45,  3.82s/it]
 74%|███████▎  | 34085/46302 [36:07:14<12:57:42,  3.82s/it]
 74%|███████▎  | 34086/46302 [36:07:18<12:57:43,  3.82s/it]
 74%|███████▎  | 34087/46302 [36:07:22<12:57:25,  3.82s/it]
 74%|███████▎  | 34088/46302 [36:07:25<12:57:15,  3.82s/it]
 74%|███████▎  | 34089/46302 [36:07:29<12:57:11,  3.82s/it]
 74%|███████▎  | 34090/46302 [36:07:33<12:57:16,  3.82s/it]
 74%|███████▎  | 34091/46302 [36:07:37<12:56:54,  3.82s/it]
 74%|███████▎  | 34092/46302 [36:07:41<12:56:54,  3.82s/it]
 74%|███████▎  | 34093/46302 [36:07:44<12:56:54,  3.82s/it]
 74%|███████▎  | 34094/46302 [36:07:48<12:56:55,  3.82s/it]
 74%|███████▎  | 34095/46302 [36:07:52<12:56:57,  3.82s/it]
 74%|███████▎  | 34096/46302 [36:07:56<12:56:59,  3.82s/it]
 74%|███████▎  | 34097/46302 [36:08:00<12:56:56,  3.82s/it]
 74%|███████▎  | 34098/46302 [36:08:04<12:57:03,  3.82s/it]
 74%|███████▎  | 34099/46302 [36:08:07<12:57:04,  3.82s/it]
 74%|███████▎  | 34100/46302 [36:08:11<12:57:05,  3.82s/it]
 74%|███████▎  | 34101/46302 [36:08:15<12:56:55,  3.82s/it]
 74%|███████▎  | 34102/46302 [36:08:19<12:56:50,  3.82s/it]
 74%|███████▎  | 34103/46302 [36:08:23<12:56:15,  3.82s/it]
 74%|███████▎  | 34104/46302 [36:08:26<12:56:07,  3.82s/it]
 74%|███████▎  | 34105/46302 [36:08:30<12:56:19,  3.82s/it]
 74%|███████▎  | 34106/46302 [36:08:34<12:56:23,  3.82s/it]
 74%|███████▎  | 34107/46302 [36:08:38<12:56:14,  3.82s/it]
 74%|███████▎  | 34108/46302 [36:08:42<12:56:24,  3.82s/it]
 74%|███████▎  | 34109/46302 [36:08:46<12:56:20,  3.82s/it]
 74%|███████▎  | 34110/46302 [36:08:49<12:56:23,  3.82s/it]
 74%|███████▎  | 34111/46302 [36:08:53<12:55:43,  3.82s/it]
 74%|███████▎  | 34112/46302 [36:08:57<12:55:46,  3.82s/it]
 74%|███████▎  | 34113/46302 [36:09:01<12:55:46,  3.82s/it]
 74%|███████▎  | 34114/46302 [36:09:05<12:55:53,  3.82s/it]
 74%|███████▎  | 34115/46302 [36:09:09<12:55:44,  3.82s/it]
 74%|███████▎  | 34116/46302 [36:09:12<12:55:34,  3.82s/it]
 74%|███████▎  | 34117/46302 [36:09:16<12:55:33,  3.82s/it]
 74%|███████▎  | 34118/46302 [36:09:20<12:55:35,  3.82s/it]
 74%|███████▎  | 34119/46302 [36:09:24<12:55:27,  3.82s/it]
 74%|███████▎  | 34120/46302 [36:09:28<12:55:31,  3.82s/it]
 74%|███████▎  | 34121/46302 [36:09:31<12:55:29,  3.82s/it]
 74%|███████▎  | 34122/46302 [36:09:35<12:55:32,  3.82s/it]
 74%|███████▎  | 34123/46302 [36:09:39<12:55:17,  3.82s/it]
 74%|███████▎  | 34124/46302 [36:09:43<12:55:01,  3.82s/it]
 74%|███████▎  | 34125/46302 [36:09:47<12:55:10,  3.82s/it]
 74%|███████▎  | 34126/46302 [36:09:51<12:55:14,  3.82s/it]
 74%|███████▎  | 34127/46302 [36:09:54<12:54:52,  3.82s/it]
 74%|███████▎  | 34128/46302 [36:09:58<12:54:53,  3.82s/it]
 74%|███████▎  | 34129/46302 [36:10:02<12:54:51,  3.82s/it]
 74%|███████▎  | 34130/46302 [36:10:06<12:54:45,  3.82s/it]
 74%|███████▎  | 34131/46302 [36:10:10<12:54:42,  3.82s/it]
 74%|███████▎  | 34132/46302 [36:10:13<12:54:35,  3.82s/it]
 74%|███████▎  | 34133/46302 [36:10:17<12:54:34,  3.82s/it]
 74%|███████▎  | 34134/46302 [36:10:21<12:54:24,  3.82s/it]
 74%|███████▎  | 34135/46302 [36:10:25<12:54:06,  3.82s/it]
 74%|███████▎  | 34136/46302 [36:10:29<12:54:10,  3.82s/it]
 74%|███████▎  | 34137/46302 [36:10:33<12:54:21,  3.82s/it]
 74%|███████▎  | 34138/46302 [36:10:36<12:54:15,  3.82s/it]
 74%|███████▎  | 34139/46302 [36:10:40<12:54:04,  3.82s/it]
 74%|███████▎  | 34140/46302 [36:10:44<12:53:57,  3.82s/it]
 74%|███████▎  | 34141/46302 [36:10:48<12:54:05,  3.82s/it]
 74%|███████▎  | 34142/46302 [36:10:52<12:54:06,  3.82s/it]
 74%|███████▎  | 34143/46302 [36:10:55<12:53:49,  3.82s/it]
 74%|███████▎  | 34144/46302 [36:10:59<12:54:01,  3.82s/it]
 74%|███████▎  | 34145/46302 [36:11:03<12:53:49,  3.82s/it]
 74%|███████▎  | 34146/46302 [36:11:07<12:53:51,  3.82s/it]
 74%|███████▎  | 34147/46302 [36:11:11<12:53:38,  3.82s/it]
 74%|███████▍  | 34148/46302 [36:11:15<12:53:37,  3.82s/it]
 74%|███████▍  | 34149/46302 [36:11:18<12:53:05,  3.82s/it]
 74%|███████▍  | 34150/46302 [36:11:22<12:53:09,  3.82s/it]
 74%|███████▍  | 34151/46302 [36:11:26<12:53:05,  3.82s/it]
 74%|███████▍  | 34152/46302 [36:11:30<12:52:51,  3.82s/it]
 74%|███████▍  | 34153/46302 [36:11:34<12:52:52,  3.82s/it]
 74%|███████▍  | 34154/46302 [36:11:37<12:53:00,  3.82s/it]
 74%|███████▍  | 34155/46302 [36:11:41<12:53:03,  3.82s/it]
 74%|███████▍  | 34156/46302 [36:11:45<12:53:04,  3.82s/it]
 74%|███████▍  | 34157/46302 [36:11:49<12:52:59,  3.82s/it]
 74%|███████▍  | 34158/46302 [36:11:53<12:53:06,  3.82s/it]
 74%|███████▍  | 34159/46302 [36:11:57<12:53:05,  3.82s/it]
 74%|███████▍  | 34160/46302 [36:12:00<12:53:02,  3.82s/it]
 74%|███████▍  | 34161/46302 [36:12:04<12:53:03,  3.82s/it]
 74%|███████▍  | 34162/46302 [36:12:08<12:53:06,  3.82s/it]
 74%|███████▍  | 34163/46302 [36:12:12<12:53:11,  3.82s/it]
 74%|███████▍  | 34164/46302 [36:12:16<12:53:01,  3.82s/it]
 74%|███████▍  | 34165/46302 [36:12:19<12:53:04,  3.82s/it]
 74%|███████▍  | 34166/46302 [36:12:23<12:52:48,  3.82s/it]
 74%|███████▍  | 34167/46302 [36:12:27<12:52:39,  3.82s/it]
 74%|███████▍  | 34168/46302 [36:12:31<12:52:37,  3.82s/it]
 74%|███████▍  | 34169/46302 [36:12:35<12:52:37,  3.82s/it]
 74%|███████▍  | 34170/46302 [36:12:39<12:52:36,  3.82s/it]
 74%|███████▍  | 34171/46302 [36:12:42<12:52:37,  3.82s/it]
 74%|███████▍  | 34172/46302 [36:12:46<12:52:37,  3.82s/it]
 74%|███████▍  | 34173/46302 [36:12:50<12:52:32,  3.82s/it]
 74%|███████▍  | 34174/46302 [36:12:54<12:52:25,  3.82s/it]
 74%|███████▍  | 34175/46302 [36:12:58<12:52:31,  3.82s/it]
 74%|███████▍  | 34176/46302 [36:13:02<12:52:01,  3.82s/it]
 74%|███████▍  | 34177/46302 [36:13:05<12:51:50,  3.82s/it]
 74%|███████▍  | 34178/46302 [36:13:09<12:51:30,  3.82s/it]
 74%|███████▍  | 34179/46302 [36:13:13<12:51:40,  3.82s/it]
 74%|███████▍  | 34180/46302 [36:13:17<12:51:45,  3.82s/it]
 74%|███████▍  | 34181/46302 [36:13:21<12:51:44,  3.82s/it]
 74%|███████▍  | 34182/46302 [36:13:24<12:51:47,  3.82s/it]
 74%|███████▍  | 34183/46302 [36:13:28<12:51:34,  3.82s/it]
 74%|███████▍  | 34184/46302 [36:13:32<12:51:33,  3.82s/it]
 74%|███████▍  | 34185/46302 [36:13:36<12:51:32,  3.82s/it]
 74%|███████▍  | 34186/46302 [36:13:40<12:51:30,  3.82s/it]
 74%|███████▍  | 34187/46302 [36:13:44<12:51:30,  3.82s/it]
 74%|███████▍  | 34188/46302 [36:13:47<12:51:11,  3.82s/it]
 74%|███████▍  | 34189/46302 [36:13:51<12:51:01,  3.82s/it]
 74%|███████▍  | 34190/46302 [36:13:55<12:51:01,  3.82s/it]
 74%|███████▍  | 34191/46302 [36:13:59<12:51:02,  3.82s/it]
 74%|███████▍  | 34192/46302 [36:14:03<12:50:41,  3.82s/it]
 74%|███████▍  | 34193/46302 [36:14:06<12:50:42,  3.82s/it]
 74%|███████▍  | 34194/46302 [36:14:10<12:50:42,  3.82s/it]
 74%|███████▍  | 34195/46302 [36:14:14<12:50:40,  3.82s/it]
 74%|███████▍  | 34196/46302 [36:14:18<12:50:47,  3.82s/it]
 74%|███████▍  | 34197/46302 [36:14:22<12:50:47,  3.82s/it]
 74%|███████▍  | 34198/46302 [36:14:26<12:50:40,  3.82s/it]
 74%|███████▍  | 34199/46302 [36:14:29<12:50:41,  3.82s/it]
 74%|███████▍  | 34200/46302 [36:14:33<12:50:29,  3.82s/it]
 74%|███████▍  | 34201/46302 [36:14:37<12:50:05,  3.82s/it]
 74%|███████▍  | 34202/46302 [36:14:41<12:50:16,  3.82s/it]
 74%|███████▍  | 34203/46302 [36:14:45<12:50:16,  3.82s/it]
 74%|███████▍  | 34204/46302 [36:14:48<12:50:25,  3.82s/it]
 74%|███████▍  | 34205/46302 [36:14:52<12:50:23,  3.82s/it]
 74%|███████▍  | 34206/46302 [36:14:56<12:50:22,  3.82s/it]
 74%|███████▍  | 34207/46302 [36:15:00<12:50:13,  3.82s/it]
 74%|███████▍  | 34208/46302 [36:15:04<12:50:20,  3.82s/it]
 74%|███████▍  | 34209/46302 [36:15:08<12:50:10,  3.82s/it]
 74%|███████▍  | 34210/46302 [36:15:11<12:50:01,  3.82s/it]
 74%|███████▍  | 34211/46302 [36:15:15<12:49:47,  3.82s/it]
 74%|███████▍  | 34212/46302 [36:15:19<12:49:38,  3.82s/it]
 74%|███████▍  | 34213/46302 [36:15:23<12:49:41,  3.82s/it]
 74%|███████▍  | 34214/46302 [36:15:27<12:49:47,  3.82s/it]
 74%|███████▍  | 34215/46302 [36:15:30<12:49:54,  3.82s/it]
 74%|███████▍  | 34216/46302 [36:15:34<12:49:52,  3.82s/it]
 74%|███████▍  | 34217/46302 [36:15:38<12:49:35,  3.82s/it]
 74%|███████▍  | 34218/46302 [36:15:42<12:49:28,  3.82s/it]
 74%|███████▍  | 34219/46302 [36:15:46<12:49:29,  3.82s/it]
 74%|███████▍  | 34220/46302 [36:15:50<12:47:30,  3.81s/it]
 74%|███████▍  | 34221/46302 [36:15:53<12:46:32,  3.81s/it]
 74%|███████▍  | 34222/46302 [36:15:57<12:47:10,  3.81s/it]
 74%|███████▍  | 34223/46302 [36:16:01<12:47:35,  3.81s/it]
 74%|███████▍  | 34224/46302 [36:16:05<12:47:24,  3.81s/it]
 74%|███████▍  | 34225/46302 [36:16:09<12:47:55,  3.82s/it]
 74%|███████▍  | 34226/46302 [36:16:12<12:47:56,  3.82s/it]
 74%|███████▍  | 34227/46302 [36:16:16<12:47:49,  3.82s/it]
 74%|███████▍  | 34228/46302 [36:16:20<12:48:06,  3.82s/it]
 74%|███████▍  | 34229/46302 [36:16:24<12:48:16,  3.82s/it]
 74%|███████▍  | 34230/46302 [36:16:28<12:48:25,  3.82s/it]
 74%|███████▍  | 34231/46302 [36:16:32<12:48:27,  3.82s/it]
 74%|███████▍  | 34232/46302 [36:16:35<12:48:32,  3.82s/it]
 74%|███████▍  | 34233/46302 [36:16:39<12:48:31,  3.82s/it]
 74%|███████▍  | 34234/46302 [36:16:43<12:48:26,  3.82s/it]
 74%|███████▍  | 34235/46302 [36:16:47<12:48:33,  3.82s/it]
 74%|███████▍  | 34236/46302 [36:16:51<12:48:36,  3.82s/it]
 74%|███████▍  | 34237/46302 [36:16:54<12:48:32,  3.82s/it]
 74%|███████▍  | 34238/46302 [36:16:58<12:48:19,  3.82s/it]
 74%|███████▍  | 34239/46302 [36:17:02<12:48:23,  3.82s/it]
 74%|███████▍  | 34240/46302 [36:17:06<12:48:13,  3.82s/it]
 74%|███████▍  | 34241/46302 [36:17:10<12:48:05,  3.82s/it]
 74%|███████▍  | 34242/46302 [36:17:14<12:48:14,  3.82s/it]
 74%|███████▍  | 34243/46302 [36:17:17<12:48:01,  3.82s/it]
 74%|███████▍  | 34244/46302 [36:17:21<12:47:59,  3.82s/it]
 74%|███████▍  | 34245/46302 [36:17:25<12:47:40,  3.82s/it]
 74%|███████▍  | 34246/46302 [36:17:29<12:47:41,  3.82s/it]
 74%|███████▍  | 34247/46302 [36:17:33<12:47:34,  3.82s/it]
 74%|███████▍  | 34248/46302 [36:17:37<12:47:27,  3.82s/it]
 74%|███████▍  | 34249/46302 [36:17:40<12:47:22,  3.82s/it]
 74%|███████▍  | 34250/46302 [36:17:44<12:47:05,  3.82s/it]
 74%|███████▍  | 34251/46302 [36:17:48<12:46:51,  3.82s/it]
 74%|███████▍  | 34252/46302 [36:17:52<12:46:55,  3.82s/it]
 74%|███████▍  | 34253/46302 [36:17:56<12:47:03,  3.82s/it]
 74%|███████▍  | 34254/46302 [36:17:59<12:47:02,  3.82s/it]
 74%|███████▍  | 34255/46302 [36:18:03<12:47:00,  3.82s/it]
 74%|███████▍  | 34256/46302 [36:18:07<12:46:52,  3.82s/it]
 74%|███████▍  | 34257/46302 [36:18:11<12:46:50,  3.82s/it]
 74%|███████▍  | 34258/46302 [36:18:15<12:47:02,  3.82s/it]
 74%|███████▍  | 34259/46302 [36:18:19<12:46:52,  3.82s/it]
 74%|███████▍  | 34260/46302 [36:18:22<12:46:40,  3.82s/it]
 74%|███████▍  | 34261/46302 [36:18:26<12:46:32,  3.82s/it]
 74%|███████▍  | 34262/46302 [36:18:30<12:46:24,  3.82s/it]
 74%|███████▍  | 34263/46302 [36:18:34<12:46:27,  3.82s/it]
 74%|███████▍  | 34264/46302 [36:18:38<12:46:22,  3.82s/it]
 74%|███████▍  | 34265/46302 [36:18:41<12:46:05,  3.82s/it]
 74%|███████▍  | 34266/46302 [36:18:45<12:46:00,  3.82s/it]
 74%|███████▍  | 34267/46302 [36:18:49<12:46:03,  3.82s/it]
 74%|███████▍  | 34268/46302 [36:18:53<12:46:01,  3.82s/it]
 74%|███████▍  | 34269/46302 [36:18:57<12:45:54,  3.82s/it]
 74%|███████▍  | 34270/46302 [36:19:01<12:45:51,  3.82s/it]
 74%|███████▍  | 34271/46302 [36:19:04<12:45:33,  3.82s/it]
 74%|███████▍  | 34272/46302 [36:19:08<12:45:51,  3.82s/it]
 74%|███████▍  | 34273/46302 [36:19:12<12:45:45,  3.82s/it]
 74%|███████▍  | 34274/46302 [36:19:16<12:45:32,  3.82s/it]
 74%|███████▍  | 34275/46302 [36:19:20<12:45:06,  3.82s/it]
 74%|███████▍  | 34276/46302 [36:19:23<12:45:06,  3.82s/it]
 74%|███████▍  | 34277/46302 [36:19:27<12:44:57,  3.82s/it]
 74%|███████▍  | 34278/46302 [36:19:31<12:44:55,  3.82s/it]
 74%|███████▍  | 34279/46302 [36:19:35<12:44:55,  3.82s/it]
 74%|███████▍  | 34280/46302 [36:19:39<12:44:57,  3.82s/it]
 74%|███████▍  | 34281/46302 [36:19:43<12:44:59,  3.82s/it]
 74%|███████▍  | 34282/46302 [36:19:46<12:45:00,  3.82s/it]
 74%|███████▍  | 34283/46302 [36:19:50<12:44:50,  3.82s/it]
 74%|███████▍  | 34284/46302 [36:19:54<12:44:51,  3.82s/it]
 74%|███████▍  | 34285/46302 [36:19:58<12:44:39,  3.82s/it]
 74%|███████▍  | 34286/46302 [36:20:02<12:44:50,  3.82s/it]
 74%|███████▍  | 34287/46302 [36:20:05<12:44:36,  3.82s/it]
 74%|███████▍  | 34288/46302 [36:20:09<12:44:36,  3.82s/it]
 74%|███████▍  | 34289/46302 [36:20:13<12:44:42,  3.82s/it]
 74%|███████▍  | 34290/46302 [36:20:17<12:44:37,  3.82s/it]
 74%|███████▍  | 34291/46302 [36:20:21<12:44:37,  3.82s/it]
 74%|███████▍  | 34292/46302 [36:20:25<12:44:14,  3.82s/it]
 74%|███████▍  | 34293/46302 [36:20:28<12:44:13,  3.82s/it]
 74%|███████▍  | 34294/46302 [36:20:32<12:44:11,  3.82s/it]
 74%|███████▍  | 34295/46302 [36:20:36<12:44:18,  3.82s/it]
 74%|███████▍  | 34296/46302 [36:20:40<12:44:11,  3.82s/it]
 74%|███████▍  | 34297/46302 [36:20:44<12:44:00,  3.82s/it]
 74%|███████▍  | 34298/46302 [36:20:47<12:44:02,  3.82s/it]
 74%|███████▍  | 34299/46302 [36:20:51<12:43:51,  3.82s/it]
 74%|███████▍  | 34300/46302 [36:20:55<12:43:58,  3.82s/it]
 74%|███████▍  | 34301/46302 [36:20:59<12:43:52,  3.82s/it]
 74%|███████▍  | 34302/46302 [36:21:03<12:44:00,  3.82s/it]
 74%|███████▍  | 34303/46302 [36:21:07<12:43:53,  3.82s/it]
 74%|███████▍  | 34304/46302 [36:21:10<12:43:52,  3.82s/it]
 74%|███████▍  | 34305/46302 [36:21:14<12:43:42,  3.82s/it]
 74%|███████▍  | 34306/46302 [36:21:18<12:43:22,  3.82s/it]
 74%|███████▍  | 34307/46302 [36:21:22<12:43:19,  3.82s/it]
 74%|███████▍  | 34308/46302 [36:21:26<12:43:21,  3.82s/it]
 74%|███████▍  | 34309/46302 [36:21:29<12:43:27,  3.82s/it]
 74%|███████▍  | 34310/46302 [36:21:33<12:43:34,  3.82s/it]
 74%|███████▍  | 34311/46302 [36:21:37<12:43:18,  3.82s/it]
 74%|███████▍  | 34312/46302 [36:21:41<12:43:09,  3.82s/it]
 74%|███████▍  | 34313/46302 [36:21:45<12:43:05,  3.82s/it]
 74%|███████▍  | 34314/46302 [36:21:49<12:42:59,  3.82s/it]
 74%|███████▍  | 34315/46302 [36:21:52<12:42:49,  3.82s/it]
 74%|███████▍  | 34316/46302 [36:21:56<12:42:54,  3.82s/it]
 74%|███████▍  | 34317/46302 [36:22:00<12:42:50,  3.82s/it]
 74%|███████▍  | 34318/46302 [36:22:04<12:42:53,  3.82s/it]
 74%|███████▍  | 34319/46302 [36:22:08<12:42:58,  3.82s/it]
 74%|███████▍  | 34320/46302 [36:22:11<12:42:57,  3.82s/it]
 74%|███████▍  | 34321/46302 [36:22:15<12:42:44,  3.82s/it]
 74%|███████▍  | 34322/46302 [36:22:19<12:42:52,  3.82s/it]
 74%|███████▍  | 34323/46302 [36:22:23<12:42:39,  3.82s/it]
 74%|███████▍  | 34324/46302 [36:22:27<12:42:32,  3.82s/it]
 74%|███████▍  | 34325/46302 [36:22:31<12:42:25,  3.82s/it]
 74%|███████▍  | 34326/46302 [36:22:34<12:42:16,  3.82s/it]
 74%|███████▍  | 34327/46302 [36:22:38<12:41:59,  3.82s/it]
 74%|███████▍  | 34328/46302 [36:22:42<12:41:51,  3.82s/it]
 74%|███████▍  | 34329/46302 [36:22:46<12:41:55,  3.82s/it]
 74%|███████▍  | 34330/46302 [36:22:50<12:42:07,  3.82s/it]
 74%|███████▍  | 34331/46302 [36:22:53<12:41:52,  3.82s/it]
 74%|███████▍  | 34332/46302 [36:22:57<12:42:01,  3.82s/it]
 74%|███████▍  | 34333/46302 [36:23:01<12:42:08,  3.82s/it]
 74%|███████▍  | 34334/46302 [36:23:05<12:42:04,  3.82s/it]
 74%|███████▍  | 34335/46302 [36:23:09<12:41:56,  3.82s/it]
 74%|███████▍  | 34336/46302 [36:23:13<12:42:02,  3.82s/it]
 74%|███████▍  | 34337/46302 [36:23:16<12:41:37,  3.82s/it]
 74%|███████▍  | 34338/46302 [36:23:20<12:41:37,  3.82s/it]
 74%|███████▍  | 34339/46302 [36:23:24<12:41:23,  3.82s/it]
 74%|███████▍  | 34340/46302 [36:23:28<12:41:30,  3.82s/it]
 74%|███████▍  | 34341/46302 [36:23:32<12:41:19,  3.82s/it]
 74%|███████▍  | 34342/46302 [36:23:36<12:41:25,  3.82s/it]
 74%|███████▍  | 34343/46302 [36:23:39<12:41:26,  3.82s/it]
 74%|███████▍  | 34344/46302 [36:23:43<12:41:23,  3.82s/it]
 74%|███████▍  | 34345/46302 [36:23:47<12:41:16,  3.82s/it]
 74%|███████▍  | 34346/46302 [36:23:51<12:41:16,  3.82s/it]
 74%|███████▍  | 34347/46302 [36:23:55<12:41:13,  3.82s/it]
 74%|███████▍  | 34348/46302 [36:23:58<12:41:08,  3.82s/it]
 74%|███████▍  | 34349/46302 [36:24:02<12:41:03,  3.82s/it]
 74%|███████▍  | 34350/46302 [36:24:06<12:40:56,  3.82s/it]
 74%|███████▍  | 34351/46302 [36:24:10<12:40:41,  3.82s/it]
 74%|███████▍  | 34352/46302 [36:24:14<12:40:40,  3.82s/it]
 74%|███████▍  | 34353/46302 [36:24:18<12:40:36,  3.82s/it]
 74%|███████▍  | 34354/46302 [36:24:21<12:40:25,  3.82s/it]
 74%|███████▍  | 34355/46302 [36:24:25<12:40:02,  3.82s/it]
 74%|███████▍  | 34356/46302 [36:24:29<12:40:13,  3.82s/it]
 74%|███████▍  | 34357/46302 [36:24:33<12:40:18,  3.82s/it]
 74%|███████▍  | 34358/46302 [36:24:37<12:40:12,  3.82s/it]
 74%|███████▍  | 34359/46302 [36:24:40<12:40:02,  3.82s/it]
 74%|███████▍  | 34360/46302 [36:24:44<12:39:45,  3.82s/it]
 74%|███████▍  | 34361/46302 [36:24:48<12:39:45,  3.82s/it]
 74%|███████▍  | 34362/46302 [36:24:52<12:39:46,  3.82s/it]
 74%|███████▍  | 34363/46302 [36:24:56<12:39:52,  3.82s/it]
 74%|███████▍  | 34364/46302 [36:25:00<12:39:58,  3.82s/it]
 74%|███████▍  | 34365/46302 [36:25:03<12:40:01,  3.82s/it]
 74%|███████▍  | 34366/46302 [36:25:07<12:39:47,  3.82s/it]
 74%|███████▍  | 34367/46302 [36:25:11<12:39:43,  3.82s/it]
 74%|███████▍  | 34368/46302 [36:25:15<12:39:46,  3.82s/it]
 74%|███████▍  | 34369/46302 [36:25:19<12:39:39,  3.82s/it]
 74%|███████▍  | 34370/46302 [36:25:22<12:39:38,  3.82s/it]
 74%|███████▍  | 34371/46302 [36:25:26<12:39:37,  3.82s/it]
 74%|███████▍  | 34372/46302 [36:25:30<12:39:31,  3.82s/it]
 74%|███████▍  | 34373/46302 [36:25:34<12:39:41,  3.82s/it]
 74%|███████▍  | 34374/46302 [36:25:38<12:39:18,  3.82s/it]
 74%|███████▍  | 34375/46302 [36:25:42<12:39:10,  3.82s/it]
 74%|███████▍  | 34376/46302 [36:25:45<12:39:02,  3.82s/it]
 74%|███████▍  | 34377/46302 [36:25:49<12:39:01,  3.82s/it]
 74%|███████▍  | 34378/46302 [36:25:53<12:39:10,  3.82s/it]
 74%|███████▍  | 34379/46302 [36:25:57<12:39:08,  3.82s/it]
 74%|███████▍  | 34380/46302 [36:26:01<12:39:07,  3.82s/it]
 74%|███████▍  | 34381/46302 [36:26:04<12:39:03,  3.82s/it]
 74%|███████▍  | 34382/46302 [36:26:08<12:39:16,  3.82s/it]
 74%|███████▍  | 34383/46302 [36:26:12<12:39:06,  3.82s/it]
 74%|███████▍  | 34384/46302 [36:26:16<12:39:04,  3.82s/it]
 74%|███████▍  | 34385/46302 [36:26:20<12:38:46,  3.82s/it]
 74%|███████▍  | 34386/46302 [36:26:24<12:38:40,  3.82s/it]
 74%|███████▍  | 34387/46302 [36:26:27<12:38:37,  3.82s/it]
 74%|███████▍  | 34388/46302 [36:26:31<12:38:49,  3.82s/it]
 74%|███████▍  | 34389/46302 [36:26:35<12:38:44,  3.82s/it]
 74%|███████▍  | 34390/46302 [36:26:39<12:38:37,  3.82s/it]
 74%|███████▍  | 34391/46302 [36:26:43<12:38:27,  3.82s/it]
 74%|███████▍  | 34392/46302 [36:26:46<12:38:25,  3.82s/it]
 74%|███████▍  | 34393/46302 [36:26:50<12:38:18,  3.82s/it]
 74%|███████▍  | 34394/46302 [36:26:54<12:38:19,  3.82s/it]
 74%|███████▍  | 34395/46302 [36:26:58<12:38:25,  3.82s/it]
 74%|███████▍  | 34396/46302 [36:27:02<12:38:14,  3.82s/it]
 74%|███████▍  | 34397/46302 [36:27:06<12:38:22,  3.82s/it]
 74%|███████▍  | 34398/46302 [36:27:09<12:38:19,  3.82s/it]
 74%|███████▍  | 34399/46302 [36:27:13<12:38:14,  3.82s/it]
 74%|███████▍  | 34400/46302 [36:27:17<12:38:05,  3.82s/it]
 74%|███████▍  | 34401/46302 [36:27:21<12:37:55,  3.82s/it]
 74%|███████▍  | 34402/46302 [36:27:25<12:37:58,  3.82s/it]
 74%|███████▍  | 34403/46302 [36:27:29<12:37:55,  3.82s/it]
 74%|███████▍  | 34404/46302 [36:27:32<12:38:03,  3.82s/it]
 74%|███████▍  | 34405/46302 [36:27:36<12:37:48,  3.82s/it]
 74%|███████▍  | 34406/46302 [36:27:40<12:37:41,  3.82s/it]
 74%|███████▍  | 34407/46302 [36:27:44<12:37:33,  3.82s/it]
 74%|███████▍  | 34408/46302 [36:27:48<12:37:33,  3.82s/it]
 74%|███████▍  | 34409/46302 [36:27:51<12:36:24,  3.82s/it]
 74%|███████▍  | 34410/46302 [36:27:55<12:36:37,  3.82s/it]
 74%|███████▍  | 34411/46302 [36:27:59<12:36:40,  3.82s/it]
 74%|███████▍  | 34412/46302 [36:28:03<12:36:39,  3.82s/it]
 74%|███████▍  | 34413/46302 [36:28:07<12:36:45,  3.82s/it]
 74%|███████▍  | 34414/46302 [36:28:11<12:35:51,  3.81s/it]
 74%|███████▍  | 34415/46302 [36:28:14<12:35:55,  3.82s/it]
 74%|███████▍  | 34416/46302 [36:28:18<12:36:22,  3.82s/it]
 74%|███████▍  | 34417/46302 [36:28:22<12:36:34,  3.82s/it]
 74%|███████▍  | 34418/46302 [36:28:26<12:36:40,  3.82s/it]
 74%|███████▍  | 34419/46302 [36:28:30<12:36:10,  3.82s/it]
 74%|███████▍  | 34420/46302 [36:28:33<12:36:06,  3.82s/it]
 74%|███████▍  | 34421/46302 [36:28:37<12:36:06,  3.82s/it]
 74%|███████▍  | 34422/46302 [36:28:41<12:36:14,  3.82s/it]
 74%|███████▍  | 34423/46302 [36:28:45<12:36:09,  3.82s/it]
 74%|███████▍  | 34424/46302 [36:28:49<12:36:04,  3.82s/it]
 74%|███████▍  | 34425/46302 [36:28:53<12:35:21,  3.82s/it]
 74%|███████▍  | 34426/46302 [36:28:56<12:35:42,  3.82s/it]
 74%|███████▍  | 34427/46302 [36:29:00<12:35:56,  3.82s/it]
 74%|███████▍  | 34428/46302 [36:29:04<12:36:00,  3.82s/it]
 74%|███████▍  | 34429/46302 [36:29:08<12:36:01,  3.82s/it]
 74%|███████▍  | 34430/46302 [36:29:12<12:35:57,  3.82s/it]
 74%|███████▍  | 34431/46302 [36:29:15<12:35:51,  3.82s/it]
 74%|███████▍  | 34432/46302 [36:29:19<12:35:48,  3.82s/it]
 74%|███████▍  | 34433/46302 [36:29:23<12:35:42,  3.82s/it]
 74%|███████▍  | 34434/46302 [36:29:27<12:35:38,  3.82s/it]
 74%|███████▍  | 34435/46302 [36:29:31<12:35:23,  3.82s/it]
 74%|███████▍  | 34436/46302 [36:29:35<12:35:27,  3.82s/it]
 74%|███████▍  | 34437/46302 [36:29:38<12:35:29,  3.82s/it]
 74%|███████▍  | 34438/46302 [36:29:42<12:35:27,  3.82s/it]
 74%|███████▍  | 34439/46302 [36:29:46<12:35:19,  3.82s/it]
 74%|███████▍  | 34440/46302 [36:29:50<12:35:16,  3.82s/it]
 74%|███████▍  | 34441/46302 [36:29:54<12:35:20,  3.82s/it]
 74%|███████▍  | 34442/46302 [36:29:57<12:35:12,  3.82s/it]
 74%|███████▍  | 34443/46302 [36:30:01<12:34:35,  3.82s/it]
 74%|███████▍  | 34444/46302 [36:30:05<12:34:36,  3.82s/it]
 74%|███████▍  | 34445/46302 [36:30:09<12:34:35,  3.82s/it]
 74%|███████▍  | 34446/46302 [36:30:13<12:34:42,  3.82s/it]
 74%|███████▍  | 34447/46302 [36:30:17<12:34:42,  3.82s/it]
 74%|███████▍  | 34448/46302 [36:30:20<12:34:42,  3.82s/it]
 74%|███████▍  | 34449/46302 [36:30:24<12:34:35,  3.82s/it]
 74%|███████▍  | 34450/46302 [36:30:28<12:34:38,  3.82s/it]
 74%|███████▍  | 34451/46302 [36:30:32<12:34:43,  3.82s/it]
 74%|███████▍  | 34452/46302 [36:30:36<12:34:42,  3.82s/it]
 74%|███████▍  | 34453/46302 [36:30:40<12:34:24,  3.82s/it]
 74%|███████▍  | 34454/46302 [36:30:43<12:34:11,  3.82s/it]
 74%|███████▍  | 34455/46302 [36:30:47<12:34:02,  3.82s/it]
 74%|███████▍  | 34456/46302 [36:30:51<12:34:07,  3.82s/it]
 74%|███████▍  | 34457/46302 [36:30:55<12:33:59,  3.82s/it]
 74%|███████▍  | 34458/46302 [36:30:59<12:33:56,  3.82s/it]
 74%|███████▍  | 34459/46302 [36:31:02<12:33:55,  3.82s/it]
 74%|███████▍  | 34460/46302 [36:31:06<12:33:50,  3.82s/it]
 74%|███████▍  | 34461/46302 [36:31:10<12:33:50,  3.82s/it]
 74%|███████▍  | 34462/46302 [36:31:14<12:33:51,  3.82s/it]
 74%|███████▍  | 34463/46302 [36:31:18<12:33:47,  3.82s/it]
 74%|███████▍  | 34464/46302 [36:31:22<12:33:44,  3.82s/it]
 74%|███████▍  | 34465/46302 [36:31:25<12:33:37,  3.82s/it]
 74%|███████▍  | 34466/46302 [36:31:29<12:33:33,  3.82s/it]
 74%|███████▍  | 34467/46302 [36:31:33<12:33:33,  3.82s/it]
 74%|███████▍  | 34468/46302 [36:31:37<12:33:32,  3.82s/it]
 74%|███████▍  | 34469/46302 [36:31:41<12:33:27,  3.82s/it]
 74%|███████▍  | 34470/46302 [36:31:44<12:33:12,  3.82s/it]
 74%|███████▍  | 34471/46302 [36:31:48<12:33:14,  3.82s/it]
 74%|███████▍  | 34472/46302 [36:31:52<12:33:07,  3.82s/it]
 74%|███████▍  | 34473/46302 [36:31:56<12:32:58,  3.82s/it]
 74%|███████▍  | 34474/46302 [36:32:00<12:32:51,  3.82s/it]
 74%|███████▍  | 34475/46302 [36:32:04<12:32:40,  3.82s/it]
 74%|███████▍  | 34476/46302 [36:32:07<12:32:52,  3.82s/it]
 74%|███████▍  | 34477/46302 [36:32:11<12:32:41,  3.82s/it]
 74%|███████▍  | 34478/46302 [36:32:15<12:32:43,  3.82s/it]
 74%|███████▍  | 34479/46302 [36:32:19<12:32:36,  3.82s/it]
 74%|███████▍  | 34480/46302 [36:32:23<12:32:34,  3.82s/it]
 74%|███████▍  | 34481/46302 [36:32:26<12:32:28,  3.82s/it]
 74%|███████▍  | 34482/46302 [36:32:30<12:32:26,  3.82s/it]
 74%|███████▍  | 34483/46302 [36:32:34<12:32:30,  3.82s/it]
 74%|███████▍  | 34484/46302 [36:32:38<12:32:26,  3.82s/it]
 74%|███████▍  | 34485/46302 [36:32:42<12:32:24,  3.82s/it]
 74%|███████▍  | 34486/46302 [36:32:46<12:32:17,  3.82s/it]
 74%|███████▍  | 34487/46302 [36:32:49<12:32:11,  3.82s/it]
 74%|███████▍  | 34488/46302 [36:32:53<12:32:22,  3.82s/it]
 74%|███████▍  | 34489/46302 [36:32:57<12:32:24,  3.82s/it]
 74%|███████▍  | 34490/46302 [36:33:01<12:32:23,  3.82s/it]
 74%|███████▍  | 34491/46302 [36:33:05<12:32:07,  3.82s/it]
 74%|███████▍  | 34492/46302 [36:33:08<12:32:06,  3.82s/it]
 74%|███████▍  | 34493/46302 [36:33:12<12:32:04,  3.82s/it]
 74%|███████▍  | 34494/46302 [36:33:16<12:32:06,  3.82s/it]
 75%|███████▍  | 34495/46302 [36:33:20<12:31:56,  3.82s/it]
 75%|███████▍  | 34496/46302 [36:33:24<12:31:45,  3.82s/it]
 75%|███████▍  | 34497/46302 [36:33:28<12:31:40,  3.82s/it]
 75%|███████▍  | 34498/46302 [36:33:31<12:31:43,  3.82s/it]
 75%|███████▍  | 34499/46302 [36:33:35<12:31:44,  3.82s/it]
 75%|███████▍  | 34500/46302 [36:33:39<12:31:39,  3.82s/it]
                                                           
{'loss': 3.1404, 'learning_rate': 0.0013025914970641473, 'epoch': 0.75}

 75%|███████▍  | 34500/46302 [36:33:39<12:31:39,  3.82s/it]
 75%|███████▍  | 34501/46302 [36:33:43<12:31:55,  3.82s/it]
 75%|███████▍  | 34502/46302 [36:33:47<12:31:44,  3.82s/it]
 75%|███████▍  | 34503/46302 [36:33:51<12:31:39,  3.82s/it]
 75%|███████▍  | 34504/46302 [36:33:54<12:31:33,  3.82s/it]
 75%|███████▍  | 34505/46302 [36:33:58<12:31:27,  3.82s/it]
 75%|███████▍  | 34506/46302 [36:34:02<12:31:15,  3.82s/it]
 75%|███████▍  | 34507/46302 [36:34:06<12:31:22,  3.82s/it]
 75%|███████▍  | 34508/46302 [36:34:10<12:31:22,  3.82s/it]
 75%|███████▍  | 34509/46302 [36:34:13<12:31:00,  3.82s/it]
 75%|███████▍  | 34510/46302 [36:34:17<12:30:56,  3.82s/it]
 75%|███████▍  | 34511/46302 [36:34:21<12:30:52,  3.82s/it]
 75%|███████▍  | 34512/46302 [36:34:25<12:30:58,  3.82s/it]
 75%|███████▍  | 34513/46302 [36:34:29<12:30:44,  3.82s/it]
 75%|███████▍  | 34514/46302 [36:34:33<12:30:17,  3.82s/it]
 75%|███████▍  | 34515/46302 [36:34:36<12:30:05,  3.82s/it]
 75%|███████▍  | 34516/46302 [36:34:40<12:29:54,  3.82s/it]
 75%|███████▍  | 34517/46302 [36:34:44<12:30:12,  3.82s/it]
 75%|███████▍  | 34518/46302 [36:34:48<12:30:14,  3.82s/it]
 75%|███████▍  | 34519/46302 [36:34:52<12:30:12,  3.82s/it]
 75%|███████▍  | 34520/46302 [36:34:55<12:29:56,  3.82s/it]
 75%|███████▍  | 34521/46302 [36:34:59<12:29:58,  3.82s/it]
 75%|███████▍  | 34522/46302 [36:35:03<12:29:35,  3.82s/it]
 75%|███████▍  | 34523/46302 [36:35:07<12:29:43,  3.82s/it]
 75%|███████▍  | 34524/46302 [36:35:11<12:29:45,  3.82s/it]
 75%|███████▍  | 34525/46302 [36:35:15<12:29:57,  3.82s/it]
 75%|███████▍  | 34526/46302 [36:35:18<12:29:53,  3.82s/it]
 75%|███████▍  | 34527/46302 [36:35:22<12:29:51,  3.82s/it]
 75%|███████▍  | 34528/46302 [36:35:26<12:29:43,  3.82s/it]
 75%|███████▍  | 34529/46302 [36:35:30<12:29:42,  3.82s/it]
 75%|███████▍  | 34530/46302 [36:35:34<12:29:43,  3.82s/it]
 75%|███████▍  | 34531/46302 [36:35:37<12:29:41,  3.82s/it]
 75%|███████▍  | 34532/46302 [36:35:41<12:29:23,  3.82s/it]
 75%|███████▍  | 34533/46302 [36:35:45<12:29:33,  3.82s/it]
 75%|███████▍  | 34534/46302 [36:35:49<12:29:30,  3.82s/it]
 75%|███████▍  | 34535/46302 [36:35:53<12:29:24,  3.82s/it]
 75%|███████▍  | 34536/46302 [36:35:57<12:29:17,  3.82s/it]
 75%|███████▍  | 34537/46302 [36:36:00<12:29:11,  3.82s/it]
 75%|███████▍  | 34538/46302 [36:36:04<12:28:58,  3.82s/it]
 75%|███████▍  | 34539/46302 [36:36:08<12:29:00,  3.82s/it]
 75%|███████▍  | 34540/46302 [36:36:12<12:28:47,  3.82s/it]
 75%|███████▍  | 34541/46302 [36:36:16<12:28:44,  3.82s/it]
 75%|███████▍  | 34542/46302 [36:36:20<12:28:50,  3.82s/it]
 75%|███████▍  | 34543/46302 [36:36:23<12:28:39,  3.82s/it]
 75%|███████▍  | 34544/46302 [36:36:27<12:28:42,  3.82s/it]
 75%|███████▍  | 34545/46302 [36:36:31<12:28:37,  3.82s/it]
 75%|███████▍  | 34546/46302 [36:36:35<12:28:19,  3.82s/it]
 75%|███████▍  | 34547/46302 [36:36:39<12:28:10,  3.82s/it]
 75%|███████▍  | 34548/46302 [36:36:42<12:27:53,  3.82s/it]
 75%|███████▍  | 34549/46302 [36:36:46<12:27:44,  3.82s/it]
 75%|███████▍  | 34550/46302 [36:36:50<12:27:58,  3.82s/it]
 75%|███████▍  | 34551/46302 [36:36:54<12:28:02,  3.82s/it]
 75%|███████▍  | 34552/46302 [36:36:58<12:27:58,  3.82s/it]
 75%|███████▍  | 34553/46302 [36:37:02<12:27:45,  3.82s/it]
 75%|███████▍  | 34554/46302 [36:37:05<12:27:49,  3.82s/it]
 75%|███████▍  | 34555/46302 [36:37:09<12:27:59,  3.82s/it]
 75%|███████▍  | 34556/46302 [36:37:13<12:28:08,  3.82s/it]
 75%|███████▍  | 34557/46302 [36:37:17<12:28:15,  3.82s/it]
 75%|███████▍  | 34558/46302 [36:37:21<12:28:08,  3.82s/it]
 75%|███████▍  | 34559/46302 [36:37:24<12:28:13,  3.82s/it]
 75%|███████▍  | 34560/46302 [36:37:28<12:27:50,  3.82s/it]
 75%|███████▍  | 34561/46302 [36:37:32<12:27:37,  3.82s/it]
 75%|███████▍  | 34562/46302 [36:37:36<12:27:19,  3.82s/it]
 75%|███████▍  | 34563/46302 [36:37:40<12:27:13,  3.82s/it]
 75%|███████▍  | 34564/46302 [36:37:44<12:27:15,  3.82s/it]
 75%|███████▍  | 34565/46302 [36:37:47<12:27:13,  3.82s/it]
 75%|███████▍  | 34566/46302 [36:37:51<12:26:57,  3.82s/it]
 75%|███████▍  | 34567/46302 [36:37:55<12:26:53,  3.82s/it]
 75%|███████▍  | 34568/46302 [36:37:59<12:27:03,  3.82s/it]
 75%|███████▍  | 34569/46302 [36:38:03<12:27:04,  3.82s/it]
 75%|███████▍  | 34570/46302 [36:38:06<12:26:59,  3.82s/it]
 75%|███████▍  | 34571/46302 [36:38:10<12:26:41,  3.82s/it]
 75%|███████▍  | 34572/46302 [36:38:14<12:26:47,  3.82s/it]
 75%|███████▍  | 34573/46302 [36:38:18<12:26:44,  3.82s/it]
 75%|███████▍  | 34574/46302 [36:38:22<12:26:39,  3.82s/it]
 75%|███████▍  | 34575/46302 [36:38:26<12:26:35,  3.82s/it]
 75%|███████▍  | 34576/46302 [36:38:29<12:26:28,  3.82s/it]
 75%|███████▍  | 34577/46302 [36:38:33<12:26:13,  3.82s/it]
 75%|███████▍  | 34578/46302 [36:38:37<12:26:03,  3.82s/it]
 75%|███████▍  | 34579/46302 [36:38:41<12:26:13,  3.82s/it]
 75%|███████▍  | 34580/46302 [36:38:45<12:26:09,  3.82s/it]
 75%|███████▍  | 34581/46302 [36:38:48<12:26:02,  3.82s/it]
 75%|███████▍  | 34582/46302 [36:38:52<12:25:57,  3.82s/it]
 75%|███████▍  | 34583/46302 [36:38:56<12:25:55,  3.82s/it]
 75%|███████▍  | 34584/46302 [36:39:00<12:25:57,  3.82s/it]
 75%|███████▍  | 34585/46302 [36:39:04<12:25:54,  3.82s/it]
 75%|███████▍  | 34586/46302 [36:39:08<12:26:03,  3.82s/it]
 75%|███████▍  | 34587/46302 [36:39:11<12:26:04,  3.82s/it]
 75%|███████▍  | 34588/46302 [36:39:15<12:26:03,  3.82s/it]
 75%|███████▍  | 34589/46302 [36:39:19<12:26:15,  3.82s/it]
 75%|███████▍  | 34590/46302 [36:39:23<12:25:49,  3.82s/it]
 75%|███████▍  | 34591/46302 [36:39:27<12:25:44,  3.82s/it]
 75%|███████▍  | 34592/46302 [36:39:31<12:25:47,  3.82s/it]
 75%|███████▍  | 34593/46302 [36:39:34<12:25:30,  3.82s/it]
 75%|███████▍  | 34594/46302 [36:39:38<12:25:32,  3.82s/it]
 75%|███████▍  | 34595/46302 [36:39:42<12:25:33,  3.82s/it]
 75%|███████▍  | 34596/46302 [36:39:46<12:25:25,  3.82s/it]
 75%|███████▍  | 34597/46302 [36:39:50<12:25:23,  3.82s/it]
 75%|███████▍  | 34598/46302 [36:39:53<12:25:06,  3.82s/it]
 75%|███████▍  | 34599/46302 [36:39:57<12:25:11,  3.82s/it]
 75%|███████▍  | 34600/46302 [36:40:01<12:25:01,  3.82s/it]
 75%|███████▍  | 34601/46302 [36:40:05<12:25:01,  3.82s/it]
 75%|███████▍  | 34602/46302 [36:40:09<12:24:52,  3.82s/it]
 75%|███████▍  | 34603/46302 [36:40:13<12:24:56,  3.82s/it]
 75%|███████▍  | 34604/46302 [36:40:16<12:24:55,  3.82s/it]
 75%|███████▍  | 34605/46302 [36:40:20<12:24:55,  3.82s/it]
 75%|███████▍  | 34606/46302 [36:40:24<12:25:02,  3.82s/it]
 75%|███████▍  | 34607/46302 [36:40:28<12:24:50,  3.82s/it]
 75%|███████▍  | 34608/46302 [36:40:32<12:24:21,  3.82s/it]
 75%|███████▍  | 34609/46302 [36:40:35<12:24:15,  3.82s/it]
 75%|███████▍  | 34610/46302 [36:40:39<12:24:21,  3.82s/it]
 75%|███████▍  | 34611/46302 [36:40:43<12:24:10,  3.82s/it]
 75%|███████▍  | 34612/46302 [36:40:47<12:23:57,  3.82s/it]
 75%|███████▍  | 34613/46302 [36:40:51<12:24:05,  3.82s/it]
 75%|███████▍  | 34614/46302 [36:40:55<12:23:57,  3.82s/it]
 75%|███████▍  | 34615/46302 [36:40:58<12:23:59,  3.82s/it]
 75%|███████▍  | 34616/46302 [36:41:02<12:23:44,  3.82s/it]
 75%|███████▍  | 34617/46302 [36:41:06<12:23:42,  3.82s/it]
 75%|███████▍  | 34618/46302 [36:41:10<12:23:51,  3.82s/it]
 75%|███████▍  | 34619/46302 [36:41:14<12:23:52,  3.82s/it]
 75%|███████▍  | 34620/46302 [36:41:17<12:23:34,  3.82s/it]
 75%|███████▍  | 34621/46302 [36:41:21<12:23:20,  3.82s/it]
 75%|███████▍  | 34622/46302 [36:41:25<12:23:27,  3.82s/it]
 75%|███████▍  | 34623/46302 [36:41:29<12:23:28,  3.82s/it]
 75%|███████▍  | 34624/46302 [36:41:33<12:23:17,  3.82s/it]
 75%|███████▍  | 34625/46302 [36:41:37<12:23:05,  3.82s/it]
 75%|███████▍  | 34626/46302 [36:41:40<12:22:50,  3.82s/it]
 75%|███████▍  | 34627/46302 [36:41:44<12:22:44,  3.82s/it]
 75%|███████▍  | 34628/46302 [36:41:48<12:22:51,  3.82s/it]
 75%|███████▍  | 34629/46302 [36:41:52<12:22:56,  3.82s/it]
 75%|███████▍  | 34630/46302 [36:41:56<12:22:48,  3.82s/it]
 75%|███████▍  | 34631/46302 [36:41:59<12:22:42,  3.82s/it]
 75%|███████▍  | 34632/46302 [36:42:03<12:22:49,  3.82s/it]
 75%|███████▍  | 34633/46302 [36:42:07<12:22:52,  3.82s/it]
 75%|███████▍  | 34634/46302 [36:42:11<12:22:39,  3.82s/it]
 75%|███████▍  | 34635/46302 [36:42:15<12:22:35,  3.82s/it]
 75%|███████▍  | 34636/46302 [36:42:19<12:22:18,  3.82s/it]
 75%|███████▍  | 34637/46302 [36:42:22<12:22:24,  3.82s/it]
 75%|███████▍  | 34638/46302 [36:42:26<12:22:36,  3.82s/it]
 75%|███████▍  | 34639/46302 [36:42:30<12:22:25,  3.82s/it]
 75%|███████▍  | 34640/46302 [36:42:34<12:22:18,  3.82s/it]
 75%|███████▍  | 34641/46302 [36:42:38<12:22:18,  3.82s/it]
 75%|███████▍  | 34642/46302 [36:42:41<12:22:02,  3.82s/it]
 75%|███████▍  | 34643/46302 [36:42:45<12:22:01,  3.82s/it]
 75%|███████▍  | 34644/46302 [36:42:49<12:22:08,  3.82s/it]
 75%|███████▍  | 34645/46302 [36:42:53<12:22:14,  3.82s/it]
 75%|███████▍  | 34646/46302 [36:42:57<12:22:08,  3.82s/it]
 75%|███████▍  | 34647/46302 [36:43:01<12:22:14,  3.82s/it]
 75%|███████▍  | 34648/46302 [36:43:04<12:21:43,  3.82s/it]
 75%|███████▍  | 34649/46302 [36:43:08<12:21:34,  3.82s/it]
 75%|███████▍  | 34650/46302 [36:43:12<12:21:37,  3.82s/it]
 75%|███████▍  | 34651/46302 [36:43:16<12:21:30,  3.82s/it]
 75%|███████▍  | 34652/46302 [36:43:20<12:21:30,  3.82s/it]
 75%|███████▍  | 34653/46302 [36:43:23<12:21:14,  3.82s/it]
 75%|███████▍  | 34654/46302 [36:43:27<12:21:06,  3.82s/it]
 75%|███████▍  | 34655/46302 [36:43:31<12:21:03,  3.82s/it]
 75%|███████▍  | 34656/46302 [36:43:35<12:21:09,  3.82s/it]
 75%|███████▍  | 34657/46302 [36:43:39<12:20:55,  3.82s/it]
 75%|███████▍  | 34658/46302 [36:43:43<12:20:48,  3.82s/it]
 75%|███████▍  | 34659/46302 [36:43:46<12:20:46,  3.82s/it]
 75%|███████▍  | 34660/46302 [36:43:50<12:20:44,  3.82s/it]
 75%|███████▍  | 34661/46302 [36:43:54<12:20:53,  3.82s/it]
 75%|███████▍  | 34662/46302 [36:43:58<12:21:00,  3.82s/it]
 75%|███████▍  | 34663/46302 [36:44:02<12:20:40,  3.82s/it]
 75%|███████▍  | 34664/46302 [36:44:05<12:20:37,  3.82s/it]
 75%|███████▍  | 34665/46302 [36:44:09<12:20:45,  3.82s/it]
 75%|███████▍  | 34666/46302 [36:44:13<12:20:32,  3.82s/it]
 75%|███████▍  | 34667/46302 [36:44:17<12:20:39,  3.82s/it]
 75%|███████▍  | 34668/46302 [36:44:21<12:20:41,  3.82s/it]
 75%|███████▍  | 34669/46302 [36:44:25<12:20:28,  3.82s/it]
 75%|███████▍  | 34670/46302 [36:44:28<12:20:28,  3.82s/it]
 75%|███████▍  | 34671/46302 [36:44:32<12:20:38,  3.82s/it]
 75%|███████▍  | 34672/46302 [36:44:36<12:20:42,  3.82s/it]
 75%|███████▍  | 34673/46302 [36:44:40<12:20:48,  3.82s/it]
 75%|███████▍  | 34674/46302 [36:44:44<12:20:40,  3.82s/it]
 75%|███████▍  | 34675/46302 [36:44:48<12:20:25,  3.82s/it]
 75%|███████▍  | 34676/46302 [36:44:51<12:20:08,  3.82s/it]
 75%|███████▍  | 34677/46302 [36:44:55<12:19:59,  3.82s/it]
 75%|███████▍  | 34678/46302 [36:44:59<12:20:02,  3.82s/it]
 75%|███████▍  | 34679/46302 [36:45:03<12:20:00,  3.82s/it]
 75%|███████▍  | 34680/46302 [36:45:07<12:19:47,  3.82s/it]
 75%|███████▍  | 34681/46302 [36:45:10<12:19:48,  3.82s/it]
 75%|███████▍  | 34682/46302 [36:45:14<12:19:48,  3.82s/it]
 75%|███████▍  | 34683/46302 [36:45:18<12:19:55,  3.82s/it]
 75%|███████▍  | 34684/46302 [36:45:22<12:19:56,  3.82s/it]
 75%|███████▍  | 34685/46302 [36:45:26<12:19:55,  3.82s/it]
 75%|███████▍  | 34686/46302 [36:45:30<12:19:47,  3.82s/it]
 75%|███████▍  | 34687/46302 [36:45:33<12:19:41,  3.82s/it]
 75%|███████▍  | 34688/46302 [36:45:37<12:19:41,  3.82s/it]
 75%|███████▍  | 34689/46302 [36:45:41<12:19:19,  3.82s/it]
 75%|███████▍  | 34690/46302 [36:45:45<12:19:29,  3.82s/it]
 75%|███████▍  | 34691/46302 [36:45:49<12:19:21,  3.82s/it]
 75%|███████▍  | 34692/46302 [36:45:52<12:19:11,  3.82s/it]
 75%|███████▍  | 34693/46302 [36:45:56<12:19:15,  3.82s/it]
 75%|███████▍  | 34694/46302 [36:46:00<12:19:12,  3.82s/it]
 75%|███████▍  | 34695/46302 [36:46:04<12:19:04,  3.82s/it]
 75%|███████▍  | 34696/46302 [36:46:08<12:19:09,  3.82s/it]
 75%|███████▍  | 34697/46302 [36:46:12<12:19:11,  3.82s/it]
 75%|███████▍  | 34698/46302 [36:46:15<12:18:50,  3.82s/it]
 75%|███████▍  | 34699/46302 [36:46:19<12:18:51,  3.82s/it]
 75%|███████▍  | 34700/46302 [36:46:23<12:18:45,  3.82s/it]
 75%|███████▍  | 34701/46302 [36:46:27<12:18:15,  3.82s/it]
 75%|███████▍  | 34702/46302 [36:46:31<12:18:17,  3.82s/it]
 75%|███████▍  | 34703/46302 [36:46:34<12:18:19,  3.82s/it]
 75%|███████▍  | 34704/46302 [36:46:38<12:18:22,  3.82s/it]
 75%|███████▍  | 34705/46302 [36:46:42<12:18:40,  3.82s/it]
 75%|███████▍  | 34706/46302 [36:46:46<12:18:43,  3.82s/it]
 75%|███████▍  | 34707/46302 [36:46:50<12:18:40,  3.82s/it]
 75%|███████▍  | 34708/46302 [36:46:54<12:18:27,  3.82s/it]
 75%|███████▍  | 34709/46302 [36:46:57<12:18:13,  3.82s/it]
 75%|███████▍  | 34710/46302 [36:47:01<12:18:14,  3.82s/it]
 75%|███████▍  | 34711/46302 [36:47:05<12:18:03,  3.82s/it]
 75%|███████▍  | 34712/46302 [36:47:09<12:17:50,  3.82s/it]
 75%|███████▍  | 34713/46302 [36:47:13<12:17:47,  3.82s/it]
 75%|███████▍  | 34714/46302 [36:47:17<12:17:37,  3.82s/it]
 75%|███████▍  | 34715/46302 [36:47:20<12:17:33,  3.82s/it]
 75%|███████▍  | 34716/46302 [36:47:24<12:17:18,  3.82s/it]
 75%|███████▍  | 34717/46302 [36:47:28<12:17:28,  3.82s/it]
 75%|███████▍  | 34718/46302 [36:47:32<12:17:20,  3.82s/it]
 75%|███████▍  | 34719/46302 [36:47:36<12:17:09,  3.82s/it]
 75%|███████▍  | 34720/46302 [36:47:39<12:17:05,  3.82s/it]
 75%|███████▍  | 34721/46302 [36:47:43<12:17:12,  3.82s/it]
 75%|███████▍  | 34722/46302 [36:47:47<12:17:00,  3.82s/it]
 75%|███████▍  | 34723/46302 [36:47:51<12:17:17,  3.82s/it]
 75%|███████▍  | 34724/46302 [36:47:55<12:17:12,  3.82s/it]
 75%|███████▍  | 34725/46302 [36:47:59<12:17:08,  3.82s/it]
 75%|███████▍  | 34726/46302 [36:48:02<12:17:02,  3.82s/it]
 75%|███████▌  | 34727/46302 [36:48:06<12:17:03,  3.82s/it]
 75%|███████▌  | 34728/46302 [36:48:10<12:17:03,  3.82s/it]
 75%|███████▌  | 34729/46302 [36:48:14<12:17:08,  3.82s/it]
 75%|███████▌  | 34730/46302 [36:48:18<12:16:54,  3.82s/it]
 75%|███████▌  | 34731/46302 [36:48:21<12:16:35,  3.82s/it]
 75%|███████▌  | 34732/46302 [36:48:25<12:16:37,  3.82s/it]
 75%|███████▌  | 34733/46302 [36:48:29<12:16:43,  3.82s/it]
 75%|███████▌  | 34734/46302 [36:48:33<12:16:30,  3.82s/it]
 75%|███████▌  | 34735/46302 [36:48:37<12:16:37,  3.82s/it]
 75%|███████▌  | 34736/46302 [36:48:41<12:16:34,  3.82s/it]
 75%|███████▌  | 34737/46302 [36:48:44<12:16:37,  3.82s/it]
 75%|███████▌  | 34738/46302 [36:48:48<12:16:41,  3.82s/it]
 75%|███████▌  | 34739/46302 [36:48:52<12:16:38,  3.82s/it]
 75%|███████▌  | 34740/46302 [36:48:56<12:16:31,  3.82s/it]
 75%|███████▌  | 34741/46302 [36:49:00<12:16:31,  3.82s/it]
 75%|███████▌  | 34742/46302 [36:49:03<12:16:15,  3.82s/it]
 75%|███████▌  | 34743/46302 [36:49:07<12:16:19,  3.82s/it]
 75%|███████▌  | 34744/46302 [36:49:11<12:16:16,  3.82s/it]
 75%|███████▌  | 34745/46302 [36:49:15<12:16:10,  3.82s/it]
 75%|███████▌  | 34746/46302 [36:49:19<12:15:46,  3.82s/it]
 75%|███████▌  | 34747/46302 [36:49:23<12:15:45,  3.82s/it]
 75%|███████▌  | 34748/46302 [36:49:26<12:15:35,  3.82s/it]
 75%|███████▌  | 34749/46302 [36:49:30<12:15:44,  3.82s/it]
 75%|███████▌  | 34750/46302 [36:49:34<12:15:38,  3.82s/it]
 75%|███████▌  | 34751/46302 [36:49:38<12:15:27,  3.82s/it]
 75%|███████▌  | 34752/46302 [36:49:42<12:15:20,  3.82s/it]
 75%|███████▌  | 34753/46302 [36:49:46<12:15:18,  3.82s/it]
 75%|███████▌  | 34754/46302 [36:49:49<12:15:15,  3.82s/it]
 75%|███████▌  | 34755/46302 [36:49:53<12:15:18,  3.82s/it]
 75%|███████▌  | 34756/46302 [36:49:57<12:15:07,  3.82s/it]
 75%|███████▌  | 34757/46302 [36:50:01<12:15:05,  3.82s/it]
 75%|███████▌  | 34758/46302 [36:50:05<12:14:55,  3.82s/it]
 75%|███████▌  | 34759/46302 [36:50:08<12:15:02,  3.82s/it]
 75%|███████▌  | 34760/46302 [36:50:12<12:14:57,  3.82s/it]
 75%|███████▌  | 34761/46302 [36:50:16<12:15:06,  3.82s/it]
 75%|███████▌  | 34762/46302 [36:50:20<12:14:58,  3.82s/it]
 75%|███████▌  | 34763/46302 [36:50:24<12:14:53,  3.82s/it]
 75%|███████▌  | 34764/46302 [36:50:28<12:14:52,  3.82s/it]
 75%|███████▌  | 34765/46302 [36:50:31<12:14:56,  3.82s/it]
 75%|███████▌  | 34766/46302 [36:50:35<12:14:43,  3.82s/it]
 75%|███████▌  | 34767/46302 [36:50:39<12:14:38,  3.82s/it]
 75%|███████▌  | 34768/46302 [36:50:43<12:14:35,  3.82s/it]
 75%|███████▌  | 34769/46302 [36:50:47<12:14:30,  3.82s/it]
 75%|███████▌  | 34770/46302 [36:50:50<12:14:29,  3.82s/it]
 75%|███████▌  | 34771/46302 [36:50:54<12:14:28,  3.82s/it]
 75%|███████▌  | 34772/46302 [36:50:58<12:14:16,  3.82s/it]
 75%|███████▌  | 34773/46302 [36:51:02<12:14:18,  3.82s/it]
 75%|███████▌  | 34774/46302 [36:51:06<12:14:09,  3.82s/it]
 75%|███████▌  | 34775/46302 [36:51:10<12:14:06,  3.82s/it]
 75%|███████▌  | 34776/46302 [36:51:13<12:13:56,  3.82s/it]
 75%|███████▌  | 34777/46302 [36:51:17<12:13:56,  3.82s/it]
 75%|███████▌  | 34778/46302 [36:51:21<12:13:41,  3.82s/it]
 75%|███████▌  | 34779/46302 [36:51:25<12:13:41,  3.82s/it]
 75%|███████▌  | 34780/46302 [36:51:29<12:13:43,  3.82s/it]
 75%|███████▌  | 34781/46302 [36:51:33<12:13:49,  3.82s/it]
 75%|███████▌  | 34782/46302 [36:51:36<12:13:41,  3.82s/it]
 75%|███████▌  | 34783/46302 [36:51:40<12:13:36,  3.82s/it]
 75%|███████▌  | 34784/46302 [36:51:44<12:13:24,  3.82s/it]
 75%|███████▌  | 34785/46302 [36:51:48<12:13:32,  3.82s/it]
 75%|███████▌  | 34786/46302 [36:51:52<12:13:30,  3.82s/it]
 75%|███████▌  | 34787/46302 [36:51:55<12:13:31,  3.82s/it]
 75%|███████▌  | 34788/46302 [36:51:59<12:13:24,  3.82s/it]
 75%|███████▌  | 34789/46302 [36:52:03<12:13:12,  3.82s/it]
 75%|███████▌  | 34790/46302 [36:52:07<12:13:02,  3.82s/it]
 75%|███████▌  | 34791/46302 [36:52:11<12:13:03,  3.82s/it]
 75%|███████▌  | 34792/46302 [36:52:15<12:12:53,  3.82s/it]
 75%|███████▌  | 34793/46302 [36:52:18<12:13:01,  3.82s/it]
 75%|███████▌  | 34794/46302 [36:52:22<12:12:51,  3.82s/it]
 75%|███████▌  | 34795/46302 [36:52:26<12:12:49,  3.82s/it]
 75%|███████▌  | 34796/46302 [36:52:30<12:12:36,  3.82s/it]
 75%|███████▌  | 34797/46302 [36:52:34<12:12:36,  3.82s/it]
 75%|███████▌  | 34798/46302 [36:52:37<12:12:33,  3.82s/it]
 75%|███████▌  | 34799/46302 [36:52:41<12:12:36,  3.82s/it]
 75%|███████▌  | 34800/46302 [36:52:45<12:12:29,  3.82s/it]
 75%|███████▌  | 34801/46302 [36:52:49<12:12:34,  3.82s/it]
 75%|███████▌  | 34802/46302 [36:52:53<12:12:34,  3.82s/it]
 75%|███████▌  | 34803/46302 [36:52:57<12:12:35,  3.82s/it]
 75%|███████▌  | 34804/46302 [36:53:00<12:12:25,  3.82s/it]
 75%|███████▌  | 34805/46302 [36:53:04<12:12:32,  3.82s/it]
 75%|███████▌  | 34806/46302 [36:53:08<12:12:24,  3.82s/it]
 75%|███████▌  | 34807/46302 [36:53:12<12:12:13,  3.82s/it]
 75%|███████▌  | 34808/46302 [36:53:16<12:11:57,  3.82s/it]
 75%|███████▌  | 34809/46302 [36:53:20<12:12:01,  3.82s/it]
 75%|███████▌  | 34810/46302 [36:53:23<12:12:05,  3.82s/it]
 75%|███████▌  | 34811/46302 [36:53:27<12:12:11,  3.82s/it]
 75%|███████▌  | 34812/46302 [36:53:31<12:12:08,  3.82s/it]
 75%|███████▌  | 34813/46302 [36:53:35<12:12:07,  3.82s/it]
 75%|███████▌  | 34814/46302 [36:53:39<12:11:57,  3.82s/it]
 75%|███████▌  | 34815/46302 [36:53:42<12:11:48,  3.82s/it]
 75%|███████▌  | 34816/46302 [36:53:46<12:11:40,  3.82s/it]
 75%|███████▌  | 34817/46302 [36:53:50<12:11:36,  3.82s/it]
 75%|███████▌  | 34818/46302 [36:53:54<12:11:28,  3.82s/it]
 75%|███████▌  | 34819/46302 [36:53:58<12:11:36,  3.82s/it]
 75%|███████▌  | 34820/46302 [36:54:02<12:11:08,  3.82s/it]
 75%|███████▌  | 34821/46302 [36:54:05<12:11:06,  3.82s/it]
 75%|███████▌  | 34822/46302 [36:54:09<12:10:38,  3.82s/it]
 75%|███████▌  | 34823/46302 [36:54:13<12:10:41,  3.82s/it]
 75%|███████▌  | 34824/46302 [36:54:17<12:10:35,  3.82s/it]
 75%|███████▌  | 34825/46302 [36:54:21<12:10:42,  3.82s/it]
 75%|███████▌  | 34826/46302 [36:54:24<12:10:39,  3.82s/it]
 75%|███████▌  | 34827/46302 [36:54:28<12:10:40,  3.82s/it]
 75%|███████▌  | 34828/46302 [36:54:32<12:10:35,  3.82s/it]
 75%|███████▌  | 34829/46302 [36:54:36<12:10:33,  3.82s/it]
 75%|███████▌  | 34830/46302 [36:54:40<12:10:24,  3.82s/it]
 75%|███████▌  | 34831/46302 [36:54:44<12:10:25,  3.82s/it]
 75%|███████▌  | 34832/46302 [36:54:47<12:10:30,  3.82s/it]
 75%|███████▌  | 34833/46302 [36:54:51<12:10:24,  3.82s/it]
 75%|███████▌  | 34834/46302 [36:54:55<12:10:21,  3.82s/it]
 75%|███████▌  | 34835/46302 [36:54:59<12:10:16,  3.82s/it]
 75%|███████▌  | 34836/46302 [36:55:03<12:10:08,  3.82s/it]
 75%|███████▌  | 34837/46302 [36:55:06<12:09:55,  3.82s/it]
 75%|███████▌  | 34838/46302 [36:55:10<12:09:58,  3.82s/it]
 75%|███████▌  | 34839/46302 [36:55:14<12:10:00,  3.82s/it]
 75%|███████▌  | 34840/46302 [36:55:18<12:10:01,  3.82s/it]
 75%|███████▌  | 34841/46302 [36:55:22<12:10:11,  3.82s/it]
 75%|███████▌  | 34842/46302 [36:55:26<12:09:59,  3.82s/it]
 75%|███████▌  | 34843/46302 [36:55:29<12:09:42,  3.82s/it]
 75%|███████▌  | 34844/46302 [36:55:33<12:09:48,  3.82s/it]
 75%|███████▌  | 34845/46302 [36:55:37<12:09:55,  3.82s/it]
 75%|███████▌  | 34846/46302 [36:55:41<12:09:56,  3.82s/it]
 75%|███████▌  | 34847/46302 [36:55:45<12:09:42,  3.82s/it]
 75%|███████▌  | 34848/46302 [36:55:49<12:09:39,  3.82s/it]
 75%|███████▌  | 34849/46302 [36:55:52<12:09:30,  3.82s/it]
 75%|███████▌  | 34850/46302 [36:55:56<12:09:17,  3.82s/it]
 75%|███████▌  | 34851/46302 [36:56:00<12:09:14,  3.82s/it]
 75%|███████▌  | 34852/46302 [36:56:04<12:09:08,  3.82s/it]
 75%|███████▌  | 34853/46302 [36:56:08<12:09:11,  3.82s/it]
 75%|███████▌  | 34854/46302 [36:56:11<12:09:08,  3.82s/it]
 75%|███████▌  | 34855/46302 [36:56:15<12:08:59,  3.82s/it]
 75%|███████▌  | 34856/46302 [36:56:19<12:08:36,  3.82s/it]
 75%|███████▌  | 34857/46302 [36:56:23<12:08:38,  3.82s/it]
 75%|███████▌  | 34858/46302 [36:56:27<12:08:33,  3.82s/it]
 75%|███████▌  | 34859/46302 [36:56:31<12:08:34,  3.82s/it]
 75%|███████▌  | 34860/46302 [36:56:34<12:08:23,  3.82s/it]
 75%|███████▌  | 34861/46302 [36:56:38<12:08:17,  3.82s/it]
 75%|███████▌  | 34862/46302 [36:56:42<12:08:10,  3.82s/it]
 75%|███████▌  | 34863/46302 [36:56:46<12:08:13,  3.82s/it]
 75%|███████▌  | 34864/46302 [36:56:50<12:08:21,  3.82s/it]
 75%|███████▌  | 34865/46302 [36:56:53<12:08:09,  3.82s/it]
 75%|███████▌  | 34866/46302 [36:56:57<12:08:08,  3.82s/it]
 75%|███████▌  | 34867/46302 [36:57:01<12:08:13,  3.82s/it]
 75%|███████▌  | 34868/46302 [36:57:05<12:08:00,  3.82s/it]
 75%|███████▌  | 34869/46302 [36:57:09<12:08:00,  3.82s/it]
 75%|███████▌  | 34870/46302 [36:57:13<12:07:56,  3.82s/it]
 75%|███████▌  | 34871/46302 [36:57:16<12:07:56,  3.82s/it]
 75%|███████▌  | 34872/46302 [36:57:20<12:07:52,  3.82s/it]
 75%|███████▌  | 34873/46302 [36:57:24<12:07:47,  3.82s/it]
 75%|███████▌  | 34874/46302 [36:57:28<12:07:42,  3.82s/it]
 75%|███████▌  | 34875/46302 [36:57:32<12:07:42,  3.82s/it]
 75%|███████▌  | 34876/46302 [36:57:36<12:07:38,  3.82s/it]
 75%|███████▌  | 34877/46302 [36:57:39<12:07:41,  3.82s/it]
 75%|███████▌  | 34878/46302 [36:57:43<12:07:42,  3.82s/it]
 75%|███████▌  | 34879/46302 [36:57:47<12:07:40,  3.82s/it]
 75%|███████▌  | 34880/46302 [36:57:51<12:07:24,  3.82s/it]
 75%|███████▌  | 34881/46302 [36:57:55<12:07:25,  3.82s/it]
 75%|███████▌  | 34882/46302 [36:57:58<12:07:23,  3.82s/it]
 75%|███████▌  | 34883/46302 [36:58:02<12:07:28,  3.82s/it]
 75%|███████▌  | 34884/46302 [36:58:06<12:07:23,  3.82s/it]
 75%|███████▌  | 34885/46302 [36:58:10<12:07:25,  3.82s/it]
 75%|███████▌  | 34886/46302 [36:58:14<12:07:14,  3.82s/it]
 75%|███████▌  | 34887/46302 [36:58:18<12:07:04,  3.82s/it]
 75%|███████▌  | 34888/46302 [36:58:21<12:06:46,  3.82s/it]
 75%|███████▌  | 34889/46302 [36:58:25<12:06:44,  3.82s/it]
 75%|███████▌  | 34890/46302 [36:58:29<12:06:27,  3.82s/it]
 75%|███████▌  | 34891/46302 [36:58:33<12:06:32,  3.82s/it]
 75%|███████▌  | 34892/46302 [36:58:37<12:06:13,  3.82s/it]
 75%|███████▌  | 34893/46302 [36:58:40<12:06:24,  3.82s/it]
 75%|███████▌  | 34894/46302 [36:58:44<12:06:00,  3.82s/it]
 75%|███████▌  | 34895/46302 [36:58:48<12:06:11,  3.82s/it]
 75%|███████▌  | 34896/46302 [36:58:52<12:06:03,  3.82s/it]
 75%|███████▌  | 34897/46302 [36:58:56<12:06:11,  3.82s/it]
 75%|███████▌  | 34898/46302 [36:59:00<12:06:06,  3.82s/it]
 75%|███████▌  | 34899/46302 [36:59:03<12:06:07,  3.82s/it]
 75%|███████▌  | 34900/46302 [36:59:07<12:06:06,  3.82s/it]
 75%|███████▌  | 34901/46302 [36:59:11<12:06:04,  3.82s/it]
 75%|███████▌  | 34902/46302 [36:59:15<12:05:53,  3.82s/it]
 75%|███████▌  | 34903/46302 [36:59:19<12:05:47,  3.82s/it]
 75%|███████▌  | 34904/46302 [36:59:22<12:05:35,  3.82s/it]
 75%|███████▌  | 34905/46302 [36:59:26<12:05:27,  3.82s/it]
 75%|███████▌  | 34906/46302 [36:59:30<12:05:37,  3.82s/it]
 75%|███████▌  | 34907/46302 [36:59:34<12:05:36,  3.82s/it]
 75%|███████▌  | 34908/46302 [36:59:38<12:05:31,  3.82s/it]
 75%|███████▌  | 34909/46302 [36:59:42<12:05:24,  3.82s/it]
 75%|███████▌  | 34910/46302 [36:59:45<12:05:17,  3.82s/it]
 75%|███████▌  | 34911/46302 [36:59:49<12:05:25,  3.82s/it]
 75%|███████▌  | 34912/46302 [36:59:53<12:05:22,  3.82s/it]
 75%|███████▌  | 34913/46302 [36:59:57<12:05:24,  3.82s/it]
 75%|███████▌  | 34914/46302 [37:00:01<12:05:18,  3.82s/it]
 75%|███████▌  | 34915/46302 [37:00:05<12:05:08,  3.82s/it]
 75%|███████▌  | 34916/46302 [37:00:08<12:05:01,  3.82s/it]
 75%|███████▌  | 34917/46302 [37:00:12<12:04:51,  3.82s/it]
 75%|███████▌  | 34918/46302 [37:00:16<12:04:42,  3.82s/it]
 75%|███████▌  | 34919/46302 [37:00:20<12:04:48,  3.82s/it]
 75%|███████▌  | 34920/46302 [37:00:24<12:04:37,  3.82s/it]
 75%|███████▌  | 34921/46302 [37:00:27<12:04:29,  3.82s/it]
 75%|███████▌  | 34922/46302 [37:00:31<12:04:07,  3.82s/it]
 75%|███████▌  | 34923/46302 [37:00:35<12:04:00,  3.82s/it]
 75%|███████▌  | 34924/46302 [37:00:39<12:04:12,  3.82s/it]
 75%|███████▌  | 34925/46302 [37:00:43<12:04:07,  3.82s/it]
 75%|███████▌  | 34926/46302 [37:00:47<12:04:09,  3.82s/it]
 75%|███████▌  | 34927/46302 [37:00:50<12:04:03,  3.82s/it]
 75%|███████▌  | 34928/46302 [37:00:54<12:03:36,  3.82s/it]
 75%|███████▌  | 34929/46302 [37:00:58<12:03:34,  3.82s/it]
 75%|███████▌  | 34930/46302 [37:01:02<12:03:44,  3.82s/it]
 75%|███████▌  | 34931/46302 [37:01:06<12:03:44,  3.82s/it]
 75%|███████▌  | 34932/46302 [37:01:09<12:03:41,  3.82s/it]
 75%|███████▌  | 34933/46302 [37:01:13<12:03:37,  3.82s/it]
 75%|███████▌  | 34934/46302 [37:01:17<12:03:21,  3.82s/it]
 75%|███████▌  | 34935/46302 [37:01:21<12:03:23,  3.82s/it]
 75%|███████▌  | 34936/46302 [37:01:25<12:03:16,  3.82s/it]
 75%|███████▌  | 34937/46302 [37:01:29<12:03:29,  3.82s/it]
 75%|███████▌  | 34938/46302 [37:01:32<12:03:41,  3.82s/it]
 75%|███████▌  | 34939/46302 [37:01:36<12:03:40,  3.82s/it]
 75%|███████▌  | 34940/46302 [37:01:40<12:03:38,  3.82s/it]
 75%|███████▌  | 34941/46302 [37:01:44<12:03:38,  3.82s/it]
 75%|███████▌  | 34942/46302 [37:01:48<12:03:32,  3.82s/it]
 75%|███████▌  | 34943/46302 [37:01:51<12:03:27,  3.82s/it]
 75%|███████▌  | 34944/46302 [37:01:55<12:03:20,  3.82s/it]
 75%|███████▌  | 34945/46302 [37:01:59<12:03:25,  3.82s/it]
 75%|███████▌  | 34946/46302 [37:02:03<12:03:16,  3.82s/it]
 75%|███████▌  | 34947/46302 [37:02:07<12:03:23,  3.82s/it]
 75%|███████▌  | 34948/46302 [37:02:11<12:03:22,  3.82s/it]
 75%|███████▌  | 34949/46302 [37:02:14<12:03:24,  3.82s/it]
 75%|███████▌  | 34950/46302 [37:02:18<12:03:16,  3.82s/it]
 75%|███████▌  | 34951/46302 [37:02:22<12:03:08,  3.82s/it]
 75%|███████▌  | 34952/46302 [37:02:26<12:02:57,  3.82s/it]
 75%|███████▌  | 34953/46302 [37:02:30<12:02:44,  3.82s/it]
 75%|███████▌  | 34954/46302 [37:02:34<12:02:41,  3.82s/it]
 75%|███████▌  | 34955/46302 [37:02:37<12:02:24,  3.82s/it]
 75%|███████▌  | 34956/46302 [37:02:41<12:02:18,  3.82s/it]
 75%|███████▌  | 34957/46302 [37:02:45<12:02:28,  3.82s/it]
 75%|███████▌  | 34958/46302 [37:02:49<12:02:23,  3.82s/it]
 76%|███████▌  | 34959/46302 [37:02:53<12:02:11,  3.82s/it]
 76%|███████▌  | 34960/46302 [37:02:56<12:02:03,  3.82s/it]
 76%|███████▌  | 34961/46302 [37:03:00<12:01:59,  3.82s/it]
 76%|███████▌  | 34962/46302 [37:03:04<12:02:04,  3.82s/it]
 76%|███████▌  | 34963/46302 [37:03:08<12:02:05,  3.82s/it]
 76%|███████▌  | 34964/46302 [37:03:12<12:02:05,  3.82s/it]
 76%|███████▌  | 34965/46302 [37:03:16<12:01:51,  3.82s/it]
 76%|███████▌  | 34966/46302 [37:03:19<12:01:44,  3.82s/it]
 76%|███████▌  | 34967/46302 [37:03:23<12:01:51,  3.82s/it]
 76%|███████▌  | 34968/46302 [37:03:27<12:01:41,  3.82s/it]
 76%|███████▌  | 34969/46302 [37:03:31<12:01:47,  3.82s/it]
 76%|███████▌  | 34970/46302 [37:03:35<12:01:30,  3.82s/it]
 76%|███████▌  | 34971/46302 [37:03:38<12:01:25,  3.82s/it]
 76%|███████▌  | 34972/46302 [37:03:42<12:01:19,  3.82s/it]
 76%|███████▌  | 34973/46302 [37:03:46<12:01:16,  3.82s/it]
 76%|███████▌  | 34974/46302 [37:03:50<12:01:11,  3.82s/it]
 76%|███████▌  | 34975/46302 [37:03:54<12:01:16,  3.82s/it]
 76%|███████▌  | 34976/46302 [37:03:58<12:00:56,  3.82s/it]
 76%|███████▌  | 34977/46302 [37:04:01<12:00:55,  3.82s/it]
 76%|███████▌  | 34978/46302 [37:04:05<12:00:49,  3.82s/it]
 76%|███████▌  | 34979/46302 [37:04:09<12:00:59,  3.82s/it]
 76%|███████▌  | 34980/46302 [37:04:13<12:00:41,  3.82s/it]
 76%|███████▌  | 34981/46302 [37:04:17<12:00:43,  3.82s/it]
 76%|███████▌  | 34982/46302 [37:04:20<12:00:44,  3.82s/it]
 76%|███████▌  | 34983/46302 [37:04:24<12:00:35,  3.82s/it]
 76%|███████▌  | 34984/46302 [37:04:28<12:00:29,  3.82s/it]
 76%|███████▌  | 34985/46302 [37:04:32<12:00:18,  3.82s/it]
 76%|███████▌  | 34986/46302 [37:04:36<12:00:10,  3.82s/it]
 76%|███████▌  | 34987/46302 [37:04:40<12:00:12,  3.82s/it]
 76%|███████▌  | 34988/46302 [37:04:43<12:00:13,  3.82s/it]
 76%|███████▌  | 34989/46302 [37:04:47<12:00:04,  3.82s/it]
 76%|███████▌  | 34990/46302 [37:04:51<12:00:11,  3.82s/it]
 76%|███████▌  | 34991/46302 [37:04:55<12:00:11,  3.82s/it]
 76%|███████▌  | 34992/46302 [37:04:59<12:00:10,  3.82s/it]
 76%|███████▌  | 34993/46302 [37:05:02<12:00:04,  3.82s/it]
 76%|███████▌  | 34994/46302 [37:05:06<12:00:01,  3.82s/it]
 76%|███████▌  | 34995/46302 [37:05:10<12:00:01,  3.82s/it]
 76%|███████▌  | 34996/46302 [37:05:14<11:59:55,  3.82s/it]
 76%|███████▌  | 34997/46302 [37:05:18<11:59:46,  3.82s/it]
 76%|███████▌  | 34998/46302 [37:05:22<11:59:27,  3.82s/it]
 76%|███████▌  | 34999/46302 [37:05:25<11:59:33,  3.82s/it]
 76%|███████▌  | 35000/46302 [37:05:29<11:59:50,  3.82s/it]
                                                           
{'loss': 3.1312, 'learning_rate': 0.0012474062955277914, 'epoch': 0.76}

 76%|███████▌  | 35000/46302 [37:05:29<11:59:50,  3.82s/it][INFO|trainer.py:2895] 2024-01-13 09:40:53,475 >> Saving model checkpoint to ./training_bilingual/tmp-checkpoint-35000
[INFO|configuration_utils.py:483] 2024-01-13 09:40:53,477 >> Configuration saved in ./training_bilingual/tmp-checkpoint-35000/config.json
[INFO|configuration_utils.py:594] 2024-01-13 09:40:53,477 >> Configuration saved in ./training_bilingual/tmp-checkpoint-35000/generation_config.json
[INFO|modeling_utils.py:2413] 2024-01-13 09:40:54,134 >> Model weights saved in ./training_bilingual/tmp-checkpoint-35000/model.safetensors
[INFO|tokenization_utils_base.py:2432] 2024-01-13 09:40:54,134 >> tokenizer config file saved in ./training_bilingual/tmp-checkpoint-35000/tokenizer_config.json
[INFO|tokenization_utils_base.py:2441] 2024-01-13 09:40:54,134 >> Special tokens file saved in ./training_bilingual/tmp-checkpoint-35000/special_tokens_map.json

 76%|███████▌  | 35001/46302 [37:05:35<13:33:20,  4.32s/it]
 76%|███████▌  | 35002/46302 [37:05:39<13:04:51,  4.17s/it]
 76%|███████▌  | 35003/46302 [37:05:42<12:44:58,  4.06s/it]
 76%|███████▌  | 35004/46302 [37:05:46<12:31:14,  3.99s/it]
 76%|███████▌  | 35005/46302 [37:05:50<12:21:35,  3.94s/it]
 76%|███████▌  | 35006/46302 [37:05:54<12:14:44,  3.90s/it]
 76%|███████▌  | 35007/46302 [37:05:58<12:09:56,  3.88s/it]
 76%|███████▌  | 35008/46302 [37:06:01<12:06:26,  3.86s/it]
 76%|███████▌  | 35009/46302 [37:06:05<12:03:54,  3.85s/it]
 76%|███████▌  | 35010/46302 [37:06:09<12:02:27,  3.84s/it]
 76%|███████▌  | 35011/46302 [37:06:13<12:01:19,  3.83s/it]
 76%|███████▌  | 35012/46302 [37:06:17<12:00:37,  3.83s/it]
 76%|███████▌  | 35013/46302 [37:06:21<12:00:02,  3.83s/it]
 76%|███████▌  | 35014/46302 [37:06:24<11:59:43,  3.83s/it]
 76%|███████▌  | 35015/46302 [37:06:28<11:59:35,  3.83s/it]
 76%|███████▌  | 35016/46302 [37:06:32<11:59:26,  3.82s/it]
 76%|███████▌  | 35017/46302 [37:06:36<11:59:09,  3.82s/it]
 76%|███████▌  | 35018/46302 [37:06:40<11:59:00,  3.82s/it]
 76%|███████▌  | 35019/46302 [37:06:43<11:58:54,  3.82s/it]
 76%|███████▌  | 35020/46302 [37:06:47<11:58:44,  3.82s/it]
 76%|███████▌  | 35021/46302 [37:06:51<11:58:41,  3.82s/it]
 76%|███████▌  | 35022/46302 [37:06:55<11:58:49,  3.82s/it]
 76%|███████▌  | 35023/46302 [37:06:59<11:58:41,  3.82s/it]
 76%|███████▌  | 35024/46302 [37:07:03<11:58:33,  3.82s/it]
 76%|███████▌  | 35025/46302 [37:07:06<11:58:37,  3.82s/it]
 76%|███████▌  | 35026/46302 [37:07:10<11:58:40,  3.82s/it]
 76%|███████▌  | 35027/46302 [37:07:14<11:58:44,  3.82s/it]
 76%|███████▌  | 35028/46302 [37:07:18<11:58:28,  3.82s/it]
 76%|███████▌  | 35029/46302 [37:07:22<11:58:17,  3.82s/it]
 76%|███████▌  | 35030/46302 [37:07:26<11:58:14,  3.82s/it]
 76%|███████▌  | 35031/46302 [37:07:29<11:58:00,  3.82s/it]
 76%|███████▌  | 35032/46302 [37:07:33<11:57:59,  3.82s/it]
 76%|███████▌  | 35033/46302 [37:07:37<11:57:56,  3.82s/it]
 76%|███████▌  | 35034/46302 [37:07:41<11:57:56,  3.82s/it]
 76%|███████▌  | 35035/46302 [37:07:45<11:57:51,  3.82s/it]
 76%|███████▌  | 35036/46302 [37:07:48<11:57:39,  3.82s/it]
 76%|███████▌  | 35037/46302 [37:07:52<11:57:38,  3.82s/it]
 76%|███████▌  | 35038/46302 [37:07:56<11:57:26,  3.82s/it]
 76%|███████▌  | 35039/46302 [37:08:00<11:57:15,  3.82s/it]
 76%|███████▌  | 35040/46302 [37:08:04<11:57:11,  3.82s/it]
 76%|███████▌  | 35041/46302 [37:08:08<11:57:09,  3.82s/it]
 76%|███████▌  | 35042/46302 [37:08:11<11:57:08,  3.82s/it]
 76%|███████▌  | 35043/46302 [37:08:15<11:57:05,  3.82s/it]
 76%|███████▌  | 35044/46302 [37:08:19<11:56:57,  3.82s/it]
 76%|███████▌  | 35045/46302 [37:08:23<11:56:59,  3.82s/it]
 76%|███████▌  | 35046/46302 [37:08:27<11:56:59,  3.82s/it]
 76%|███████▌  | 35047/46302 [37:08:30<11:56:59,  3.82s/it]
 76%|███████▌  | 35048/46302 [37:08:34<11:56:54,  3.82s/it]
 76%|███████▌  | 35049/46302 [37:08:38<11:56:51,  3.82s/it]
 76%|███████▌  | 35050/46302 [37:08:42<11:56:39,  3.82s/it]
 76%|███████▌  | 35051/46302 [37:08:46<11:56:27,  3.82s/it]
 76%|███████▌  | 35052/46302 [37:08:50<11:56:24,  3.82s/it]
 76%|███████▌  | 35053/46302 [37:08:53<11:56:26,  3.82s/it]
 76%|███████▌  | 35054/46302 [37:08:57<11:56:18,  3.82s/it]
 76%|███████▌  | 35055/46302 [37:09:01<11:56:20,  3.82s/it]
 76%|███████▌  | 35056/46302 [37:09:05<11:56:16,  3.82s/it]
 76%|███████▌  | 35057/46302 [37:09:09<11:56:04,  3.82s/it]
 76%|███████▌  | 35058/46302 [37:09:13<11:56:06,  3.82s/it]
 76%|███████▌  | 35059/46302 [37:09:16<11:56:05,  3.82s/it]
 76%|███████▌  | 35060/46302 [37:09:20<11:56:04,  3.82s/it]
 76%|███████▌  | 35061/46302 [37:09:24<11:55:58,  3.82s/it]
 76%|███████▌  | 35062/46302 [37:09:28<11:55:58,  3.82s/it]
 76%|███████▌  | 35063/46302 [37:09:32<11:56:00,  3.82s/it]
 76%|███████▌  | 35064/46302 [37:09:35<11:55:55,  3.82s/it]
 76%|███████▌  | 35065/46302 [37:09:39<11:55:49,  3.82s/it]
 76%|███████▌  | 35066/46302 [37:09:43<11:55:45,  3.82s/it]
 76%|███████▌  | 35067/46302 [37:09:47<11:55:40,  3.82s/it]
 76%|███████▌  | 35068/46302 [37:09:51<11:55:37,  3.82s/it]
 76%|███████▌  | 35069/46302 [37:09:55<11:55:32,  3.82s/it]
 76%|███████▌  | 35070/46302 [37:09:58<11:55:25,  3.82s/it]
 76%|███████▌  | 35071/46302 [37:10:02<11:55:06,  3.82s/it]
 76%|███████▌  | 35072/46302 [37:10:06<11:55:08,  3.82s/it]
 76%|███████▌  | 35073/46302 [37:10:10<11:55:11,  3.82s/it]
 76%|███████▌  | 35074/46302 [37:10:14<11:55:00,  3.82s/it]
 76%|███████▌  | 35075/46302 [37:10:17<11:54:52,  3.82s/it]
 76%|███████▌  | 35076/46302 [37:10:21<11:54:52,  3.82s/it]
 76%|███████▌  | 35077/46302 [37:10:25<11:54:36,  3.82s/it]
 76%|███████▌  | 35078/46302 [37:10:29<11:54:19,  3.82s/it]
 76%|███████▌  | 35079/46302 [37:10:33<11:54:16,  3.82s/it]
 76%|███████▌  | 35080/46302 [37:10:37<11:54:29,  3.82s/it]
 76%|███████▌  | 35081/46302 [37:10:40<11:54:34,  3.82s/it]
 76%|███████▌  | 35082/46302 [37:10:44<11:54:26,  3.82s/it]
 76%|███████▌  | 35083/46302 [37:10:48<11:54:07,  3.82s/it]
 76%|███████▌  | 35084/46302 [37:10:52<11:54:08,  3.82s/it]
 76%|███████▌  | 35085/46302 [37:10:56<11:53:55,  3.82s/it]
 76%|███████▌  | 35086/46302 [37:11:00<11:53:59,  3.82s/it]
 76%|███████▌  | 35087/46302 [37:11:03<11:54:03,  3.82s/it]
 76%|███████▌  | 35088/46302 [37:11:07<11:54:08,  3.82s/it]
 76%|███████▌  | 35089/46302 [37:11:11<11:54:12,  3.82s/it]
 76%|███████▌  | 35090/46302 [37:11:15<11:54:06,  3.82s/it]
 76%|███████▌  | 35091/46302 [37:11:19<11:54:07,  3.82s/it]
 76%|███████▌  | 35092/46302 [37:11:22<11:53:56,  3.82s/it]
 76%|███████▌  | 35093/46302 [37:11:26<11:53:45,  3.82s/it]
 76%|███████▌  | 35094/46302 [37:11:30<11:53:41,  3.82s/it]
 76%|███████▌  | 35095/46302 [37:11:34<11:53:38,  3.82s/it]
 76%|███████▌  | 35096/46302 [37:11:38<11:53:50,  3.82s/it]
 76%|███████▌  | 35097/46302 [37:11:42<11:53:27,  3.82s/it]
 76%|███████▌  | 35098/46302 [37:11:45<11:53:16,  3.82s/it]
 76%|███████▌  | 35099/46302 [37:11:49<11:53:05,  3.82s/it]
 76%|███████▌  | 35100/46302 [37:11:53<11:53:21,  3.82s/it]
 76%|███████▌  | 35101/46302 [37:11:57<11:53:30,  3.82s/it]
 76%|███████▌  | 35102/46302 [37:12:01<11:53:13,  3.82s/it]
 76%|███████▌  | 35103/46302 [37:12:04<11:53:16,  3.82s/it]
 76%|███████▌  | 35104/46302 [37:12:08<11:53:03,  3.82s/it]
 76%|███████▌  | 35105/46302 [37:12:12<11:53:01,  3.82s/it]
 76%|███████▌  | 35106/46302 [37:12:16<11:52:55,  3.82s/it]
 76%|███████▌  | 35107/46302 [37:12:20<11:52:57,  3.82s/it]
 76%|███████▌  | 35108/46302 [37:12:24<11:52:53,  3.82s/it]
 76%|███████▌  | 35109/46302 [37:12:27<11:52:39,  3.82s/it]
 76%|███████▌  | 35110/46302 [37:12:31<11:52:27,  3.82s/it]
 76%|███████▌  | 35111/46302 [37:12:35<11:52:25,  3.82s/it]
 76%|███████▌  | 35112/46302 [37:12:39<11:52:24,  3.82s/it]
 76%|███████▌  | 35113/46302 [37:12:43<11:52:17,  3.82s/it]
 76%|███████▌  | 35114/46302 [37:12:46<11:52:18,  3.82s/it]
 76%|███████▌  | 35115/46302 [37:12:50<11:52:18,  3.82s/it]
 76%|███████▌  | 35116/46302 [37:12:54<11:52:14,  3.82s/it]
 76%|███████▌  | 35117/46302 [37:12:58<11:52:07,  3.82s/it]
 76%|███████▌  | 35118/46302 [37:13:02<11:52:12,  3.82s/it]
 76%|███████▌  | 35119/46302 [37:13:06<11:51:48,  3.82s/it]
 76%|███████▌  | 35120/46302 [37:13:09<11:51:54,  3.82s/it]
 76%|███████▌  | 35121/46302 [37:13:13<11:51:50,  3.82s/it]
 76%|███████▌  | 35122/46302 [37:13:17<11:51:45,  3.82s/it]
 76%|███████▌  | 35123/46302 [37:13:21<11:51:40,  3.82s/it]
 76%|███████▌  | 35124/46302 [37:13:25<11:51:38,  3.82s/it]
 76%|███████▌  | 35125/46302 [37:13:29<11:51:37,  3.82s/it]
 76%|███████▌  | 35126/46302 [37:13:32<11:51:32,  3.82s/it]
 76%|███████▌  | 35127/46302 [37:13:36<11:51:32,  3.82s/it]
 76%|███████▌  | 35128/46302 [37:13:40<11:51:41,  3.82s/it]
 76%|███████▌  | 35129/46302 [37:13:44<11:51:28,  3.82s/it]
 76%|███████▌  | 35130/46302 [37:13:48<11:51:24,  3.82s/it]
 76%|███████▌  | 35131/46302 [37:13:51<11:51:23,  3.82s/it]
 76%|███████▌  | 35132/46302 [37:13:55<11:51:20,  3.82s/it]
 76%|███████▌  | 35133/46302 [37:13:59<11:51:11,  3.82s/it]
 76%|███████▌  | 35134/46302 [37:14:03<11:51:15,  3.82s/it]
 76%|███████▌  | 35135/46302 [37:14:07<11:51:11,  3.82s/it]
 76%|███████▌  | 35136/46302 [37:14:11<11:51:04,  3.82s/it]
 76%|███████▌  | 35137/46302 [37:14:14<11:50:58,  3.82s/it]
 76%|███████▌  | 35138/46302 [37:14:18<11:50:56,  3.82s/it]
 76%|███████▌  | 35139/46302 [37:14:22<11:50:53,  3.82s/it]
 76%|███████▌  | 35140/46302 [37:14:26<11:50:53,  3.82s/it]
 76%|███████▌  | 35141/46302 [37:14:30<11:50:44,  3.82s/it]
 76%|███████▌  | 35142/46302 [37:14:33<11:50:42,  3.82s/it]
 76%|███████▌  | 35143/46302 [37:14:37<11:50:32,  3.82s/it]
 76%|███████▌  | 35144/46302 [37:14:41<11:50:34,  3.82s/it]
 76%|███████▌  | 35145/46302 [37:14:45<11:50:31,  3.82s/it]
 76%|███████▌  | 35146/46302 [37:14:49<11:50:38,  3.82s/it]
 76%|███████▌  | 35147/46302 [37:14:53<11:50:34,  3.82s/it]
 76%|███████▌  | 35148/46302 [37:14:56<11:50:35,  3.82s/it]
 76%|███████▌  | 35149/46302 [37:15:00<11:50:30,  3.82s/it]
 76%|███████▌  | 35150/46302 [37:15:04<11:50:27,  3.82s/it]
 76%|███████▌  | 35151/46302 [37:15:08<11:50:13,  3.82s/it]
 76%|███████▌  | 35152/46302 [37:15:12<11:50:03,  3.82s/it]
 76%|███████▌  | 35153/46302 [37:15:16<11:50:01,  3.82s/it]
 76%|███████▌  | 35154/46302 [37:15:19<11:49:55,  3.82s/it]
 76%|███████▌  | 35155/46302 [37:15:23<11:49:53,  3.82s/it]
 76%|███████▌  | 35156/46302 [37:15:27<11:49:50,  3.82s/it]
 76%|███████▌  | 35157/46302 [37:15:31<11:49:51,  3.82s/it]
 76%|███████▌  | 35158/46302 [37:15:35<11:49:44,  3.82s/it]
 76%|███████▌  | 35159/46302 [37:15:38<11:49:24,  3.82s/it]
 76%|███████▌  | 35160/46302 [37:15:42<11:49:15,  3.82s/it]
 76%|███████▌  | 35161/46302 [37:15:46<11:49:01,  3.82s/it]
 76%|███████▌  | 35162/46302 [37:15:50<11:48:57,  3.82s/it]
 76%|███████▌  | 35163/46302 [37:15:54<11:49:02,  3.82s/it]
 76%|███████▌  | 35164/46302 [37:15:58<11:49:05,  3.82s/it]
 76%|███████▌  | 35165/46302 [37:16:01<11:49:08,  3.82s/it]
 76%|███████▌  | 35166/46302 [37:16:05<11:49:13,  3.82s/it]
 76%|███████▌  | 35167/46302 [37:16:09<11:49:01,  3.82s/it]
 76%|███████▌  | 35168/46302 [37:16:13<11:49:02,  3.82s/it]
 76%|███████▌  | 35169/46302 [37:16:17<11:49:09,  3.82s/it]
 76%|███████▌  | 35170/46302 [37:16:20<11:48:46,  3.82s/it]
 76%|███████▌  | 35171/46302 [37:16:24<11:48:33,  3.82s/it]
 76%|███████▌  | 35172/46302 [37:16:28<11:48:37,  3.82s/it]
 76%|███████▌  | 35173/46302 [37:16:32<11:48:38,  3.82s/it]
 76%|███████▌  | 35174/46302 [37:16:36<11:48:28,  3.82s/it]
 76%|███████▌  | 35175/46302 [37:16:40<11:48:23,  3.82s/it]
 76%|███████▌  | 35176/46302 [37:16:43<11:48:16,  3.82s/it]
 76%|███████▌  | 35177/46302 [37:16:47<11:48:16,  3.82s/it]
 76%|███████▌  | 35178/46302 [37:16:51<11:48:23,  3.82s/it]
 76%|███████▌  | 35179/46302 [37:16:55<11:48:18,  3.82s/it]
 76%|███████▌  | 35180/46302 [37:16:59<11:48:19,  3.82s/it]
 76%|███████▌  | 35181/46302 [37:17:02<11:48:01,  3.82s/it]
 76%|███████▌  | 35182/46302 [37:17:06<11:48:03,  3.82s/it]
 76%|███████▌  | 35183/46302 [37:17:10<11:48:02,  3.82s/it]
 76%|███████▌  | 35184/46302 [37:17:14<11:47:57,  3.82s/it]
 76%|███████▌  | 35185/46302 [37:17:18<11:47:47,  3.82s/it]
 76%|███████▌  | 35186/46302 [37:17:22<11:47:50,  3.82s/it]
 76%|███████▌  | 35187/46302 [37:17:25<11:47:43,  3.82s/it]
 76%|███████▌  | 35188/46302 [37:17:29<11:47:38,  3.82s/it]
 76%|███████▌  | 35189/46302 [37:17:33<11:47:37,  3.82s/it]
 76%|███████▌  | 35190/46302 [37:17:37<11:47:40,  3.82s/it]
 76%|███████▌  | 35191/46302 [37:17:41<11:47:42,  3.82s/it]
 76%|███████▌  | 35192/46302 [37:17:45<11:47:43,  3.82s/it]
 76%|███████▌  | 35193/46302 [37:17:48<11:47:38,  3.82s/it]
 76%|███████▌  | 35194/46302 [37:17:52<11:47:37,  3.82s/it]
 76%|███████▌  | 35195/46302 [37:17:56<11:47:32,  3.82s/it]
 76%|███████▌  | 35196/46302 [37:18:00<11:47:31,  3.82s/it]
 76%|███████▌  | 35197/46302 [37:18:04<11:47:35,  3.82s/it]
 76%|███████▌  | 35198/46302 [37:18:07<11:47:31,  3.82s/it]
 76%|███████▌  | 35199/46302 [37:18:11<11:47:32,  3.82s/it]
 76%|███████▌  | 35200/46302 [37:18:15<11:47:31,  3.82s/it]
 76%|███████▌  | 35201/46302 [37:18:19<11:47:18,  3.82s/it]
 76%|███████▌  | 35202/46302 [37:18:23<11:47:10,  3.82s/it]
 76%|███████▌  | 35203/46302 [37:18:27<11:47:02,  3.82s/it]
 76%|███████▌  | 35204/46302 [37:18:30<11:46:57,  3.82s/it]
 76%|███████▌  | 35205/46302 [37:18:34<11:46:53,  3.82s/it]
 76%|███████▌  | 35206/46302 [37:18:38<11:46:37,  3.82s/it]
 76%|███████▌  | 35207/46302 [37:18:42<11:46:30,  3.82s/it]
 76%|███████▌  | 35208/46302 [37:18:46<11:46:23,  3.82s/it]
 76%|███████▌  | 35209/46302 [37:18:49<11:46:07,  3.82s/it]
 76%|███████▌  | 35210/46302 [37:18:53<11:46:07,  3.82s/it]
 76%|███████▌  | 35211/46302 [37:18:57<11:46:10,  3.82s/it]
 76%|███████▌  | 35212/46302 [37:19:01<11:46:05,  3.82s/it]
 76%|███████▌  | 35213/46302 [37:19:05<11:46:10,  3.82s/it]
 76%|███████▌  | 35214/46302 [37:19:09<11:46:05,  3.82s/it]
 76%|███████▌  | 35215/46302 [37:19:12<11:45:59,  3.82s/it]
 76%|███████▌  | 35216/46302 [37:19:16<11:46:00,  3.82s/it]
 76%|███████▌  | 35217/46302 [37:19:20<11:45:47,  3.82s/it]
 76%|███████▌  | 35218/46302 [37:19:24<11:45:51,  3.82s/it]
 76%|███████▌  | 35219/46302 [37:19:28<11:45:41,  3.82s/it]
 76%|███████▌  | 35220/46302 [37:19:32<11:45:50,  3.82s/it]
 76%|███████▌  | 35221/46302 [37:19:35<11:45:44,  3.82s/it]
 76%|███████▌  | 35222/46302 [37:19:39<11:45:48,  3.82s/it]
 76%|███████▌  | 35223/46302 [37:19:43<11:45:41,  3.82s/it]
 76%|███████▌  | 35224/46302 [37:19:47<11:45:12,  3.82s/it]
 76%|███████▌  | 35225/46302 [37:19:51<11:45:14,  3.82s/it]
 76%|███████▌  | 35226/46302 [37:19:54<11:45:08,  3.82s/it]
 76%|███████▌  | 35227/46302 [37:19:58<11:45:12,  3.82s/it]
 76%|███████▌  | 35228/46302 [37:20:02<11:44:57,  3.82s/it]
 76%|███████▌  | 35229/46302 [37:20:06<11:44:40,  3.82s/it]
 76%|███████▌  | 35230/46302 [37:20:10<11:44:38,  3.82s/it]
 76%|███████▌  | 35231/46302 [37:20:14<11:44:38,  3.82s/it]
 76%|███████▌  | 35232/46302 [37:20:17<11:44:40,  3.82s/it]
 76%|███████▌  | 35233/46302 [37:20:21<11:44:28,  3.82s/it]
 76%|███████▌  | 35234/46302 [37:20:25<11:44:26,  3.82s/it]
 76%|███████▌  | 35235/46302 [37:20:29<11:44:32,  3.82s/it]
 76%|███████▌  | 35236/46302 [37:20:33<11:44:32,  3.82s/it]
 76%|███████▌  | 35237/46302 [37:20:36<11:44:33,  3.82s/it]
 76%|███████▌  | 35238/46302 [37:20:40<11:44:23,  3.82s/it]
 76%|███████▌  | 35239/46302 [37:20:44<11:44:22,  3.82s/it]
 76%|███████▌  | 35240/46302 [37:20:48<11:44:20,  3.82s/it]
 76%|███████▌  | 35241/46302 [37:20:52<11:44:17,  3.82s/it]
 76%|███████▌  | 35242/46302 [37:20:56<11:44:16,  3.82s/it]
 76%|███████▌  | 35243/46302 [37:20:59<11:44:21,  3.82s/it]
 76%|███████▌  | 35244/46302 [37:21:03<11:44:35,  3.82s/it]
 76%|███████▌  | 35245/46302 [37:21:07<11:44:25,  3.82s/it]
 76%|███████▌  | 35246/46302 [37:21:11<11:44:20,  3.82s/it]
 76%|███████▌  | 35247/46302 [37:21:15<11:44:19,  3.82s/it]
 76%|███████▌  | 35248/46302 [37:21:18<11:44:12,  3.82s/it]
 76%|███████▌  | 35249/46302 [37:21:22<11:43:45,  3.82s/it]
 76%|███████▌  | 35250/46302 [37:21:26<11:43:31,  3.82s/it]
 76%|███████▌  | 35251/46302 [37:21:30<11:43:39,  3.82s/it]
 76%|███████▌  | 35252/46302 [37:21:34<11:43:41,  3.82s/it]
 76%|███████▌  | 35253/46302 [37:21:38<11:43:43,  3.82s/it]
 76%|███████▌  | 35254/46302 [37:21:41<11:43:41,  3.82s/it]
 76%|███████▌  | 35255/46302 [37:21:45<11:43:23,  3.82s/it]
 76%|███████▌  | 35256/46302 [37:21:49<11:43:29,  3.82s/it]
 76%|███████▌  | 35257/46302 [37:21:53<11:43:25,  3.82s/it]
 76%|███████▌  | 35258/46302 [37:21:57<11:43:35,  3.82s/it]
 76%|███████▌  | 35259/46302 [37:22:01<11:43:30,  3.82s/it]
 76%|███████▌  | 35260/46302 [37:22:04<11:43:26,  3.82s/it]
 76%|███████▌  | 35261/46302 [37:22:08<11:43:17,  3.82s/it]
 76%|███████▌  | 35262/46302 [37:22:12<11:43:13,  3.82s/it]
 76%|███████▌  | 35263/46302 [37:22:16<11:43:16,  3.82s/it]
 76%|███████▌  | 35264/46302 [37:22:20<11:43:19,  3.82s/it]
 76%|███████▌  | 35265/46302 [37:22:23<11:43:13,  3.82s/it]
 76%|███████▌  | 35266/46302 [37:22:27<11:43:07,  3.82s/it]
 76%|███████▌  | 35267/46302 [37:22:31<11:42:44,  3.82s/it]
 76%|███████▌  | 35268/46302 [37:22:35<11:42:45,  3.82s/it]
 76%|███████▌  | 35269/46302 [37:22:39<11:42:42,  3.82s/it]
 76%|███████▌  | 35270/46302 [37:22:43<11:42:39,  3.82s/it]
 76%|███████▌  | 35271/46302 [37:22:46<11:42:43,  3.82s/it]
 76%|███████▌  | 35272/46302 [37:22:50<11:42:35,  3.82s/it]
 76%|███████▌  | 35273/46302 [37:22:54<11:42:18,  3.82s/it]
 76%|███████▌  | 35274/46302 [37:22:58<11:42:13,  3.82s/it]
 76%|███████▌  | 35275/46302 [37:23:02<11:42:15,  3.82s/it]
 76%|███████▌  | 35276/46302 [37:23:05<11:42:05,  3.82s/it]
 76%|███████▌  | 35277/46302 [37:23:09<11:42:11,  3.82s/it]
 76%|███████▌  | 35278/46302 [37:23:13<11:42:17,  3.82s/it]
 76%|███████▌  | 35279/46302 [37:23:17<11:42:12,  3.82s/it]
 76%|███████▌  | 35280/46302 [37:23:21<11:42:03,  3.82s/it]
 76%|███████▌  | 35281/46302 [37:23:25<11:41:49,  3.82s/it]
 76%|███████▌  | 35282/46302 [37:23:28<11:41:50,  3.82s/it]
 76%|███████▌  | 35283/46302 [37:23:32<11:41:49,  3.82s/it]
 76%|███████▌  | 35284/46302 [37:23:36<11:41:38,  3.82s/it]
 76%|███████▌  | 35285/46302 [37:23:40<11:41:35,  3.82s/it]
 76%|███████▌  | 35286/46302 [37:23:44<11:41:31,  3.82s/it]
 76%|███████▌  | 35287/46302 [37:23:48<11:41:22,  3.82s/it]
 76%|███████▌  | 35288/46302 [37:23:51<11:41:17,  3.82s/it]
 76%|███████▌  | 35289/46302 [37:23:55<11:41:12,  3.82s/it]
 76%|███████▌  | 35290/46302 [37:23:59<11:41:09,  3.82s/it]
 76%|███████▌  | 35291/46302 [37:24:03<11:41:09,  3.82s/it]
 76%|███████▌  | 35292/46302 [37:24:07<11:41:07,  3.82s/it]
 76%|███████▌  | 35293/46302 [37:24:10<11:40:46,  3.82s/it]
 76%|███████▌  | 35294/46302 [37:24:14<11:40:47,  3.82s/it]
 76%|███████▌  | 35295/46302 [37:24:18<11:40:36,  3.82s/it]
 76%|███████▌  | 35296/46302 [37:24:22<11:40:47,  3.82s/it]
 76%|███████▌  | 35297/46302 [37:24:26<11:40:30,  3.82s/it]
 76%|███████▌  | 35298/46302 [37:24:30<11:40:15,  3.82s/it]
 76%|███████▌  | 35299/46302 [37:24:33<11:40:16,  3.82s/it]
 76%|███████▌  | 35300/46302 [37:24:37<11:40:23,  3.82s/it]
 76%|███████▌  | 35301/46302 [37:24:41<11:40:21,  3.82s/it]
 76%|███████▌  | 35302/46302 [37:24:45<11:40:18,  3.82s/it]
 76%|███████▌  | 35303/46302 [37:24:49<11:40:23,  3.82s/it]
 76%|███████▌  | 35304/46302 [37:24:52<11:40:23,  3.82s/it]
 76%|███████▌  | 35305/46302 [37:24:56<11:40:22,  3.82s/it]
 76%|███████▋  | 35306/46302 [37:25:00<11:40:16,  3.82s/it]
 76%|███████▋  | 35307/46302 [37:25:04<11:40:21,  3.82s/it]
 76%|███████▋  | 35308/46302 [37:25:08<11:40:18,  3.82s/it]
 76%|███████▋  | 35309/46302 [37:25:12<11:40:11,  3.82s/it]
 76%|███████▋  | 35310/46302 [37:25:15<11:40:05,  3.82s/it]
 76%|███████▋  | 35311/46302 [37:25:19<11:40:06,  3.82s/it]
 76%|███████▋  | 35312/46302 [37:25:23<11:40:03,  3.82s/it]
 76%|███████▋  | 35313/46302 [37:25:27<11:40:01,  3.82s/it]
 76%|███████▋  | 35314/46302 [37:25:31<11:39:40,  3.82s/it]
 76%|███████▋  | 35315/46302 [37:25:34<11:39:45,  3.82s/it]
 76%|███████▋  | 35316/46302 [37:25:38<11:39:56,  3.82s/it]
 76%|███████▋  | 35317/46302 [37:25:42<11:39:49,  3.82s/it]
 76%|███████▋  | 35318/46302 [37:25:46<11:39:51,  3.82s/it]
 76%|███████▋  | 35319/46302 [37:25:50<11:39:39,  3.82s/it]
 76%|███████▋  | 35320/46302 [37:25:54<11:39:37,  3.82s/it]
 76%|███████▋  | 35321/46302 [37:25:57<11:39:27,  3.82s/it]
 76%|███████▋  | 35322/46302 [37:26:01<11:39:27,  3.82s/it]
 76%|███████▋  | 35323/46302 [37:26:05<11:39:15,  3.82s/it]
 76%|███████▋  | 35324/46302 [37:26:09<11:39:18,  3.82s/it]
 76%|███████▋  | 35325/46302 [37:26:13<11:39:19,  3.82s/it]
 76%|███████▋  | 35326/46302 [37:26:17<11:39:07,  3.82s/it]
 76%|███████▋  | 35327/46302 [37:26:20<11:39:10,  3.82s/it]
 76%|███████▋  | 35328/46302 [37:26:24<11:39:03,  3.82s/it]
 76%|███████▋  | 35329/46302 [37:26:28<11:39:06,  3.82s/it]
 76%|███████▋  | 35330/46302 [37:26:32<11:39:01,  3.82s/it]
 76%|███████▋  | 35331/46302 [37:26:36<11:38:55,  3.82s/it]
 76%|███████▋  | 35332/46302 [37:26:39<11:38:58,  3.82s/it]
 76%|███████▋  | 35333/46302 [37:26:43<11:38:48,  3.82s/it]
 76%|███████▋  | 35334/46302 [37:26:47<11:38:37,  3.82s/it]
 76%|███████▋  | 35335/46302 [37:26:51<11:38:24,  3.82s/it]
 76%|███████▋  | 35336/46302 [37:26:55<11:38:22,  3.82s/it]
 76%|███████▋  | 35337/46302 [37:26:59<11:37:59,  3.82s/it]
 76%|███████▋  | 35338/46302 [37:27:02<11:37:47,  3.82s/it]
 76%|███████▋  | 35339/46302 [37:27:06<11:37:47,  3.82s/it]
 76%|███████▋  | 35340/46302 [37:27:10<11:38:03,  3.82s/it]
 76%|███████▋  | 35341/46302 [37:27:14<11:37:39,  3.82s/it]
 76%|███████▋  | 35342/46302 [37:27:18<11:37:45,  3.82s/it]
 76%|███████▋  | 35343/46302 [37:27:21<11:37:52,  3.82s/it]
 76%|███████▋  | 35344/46302 [37:27:25<11:37:45,  3.82s/it]
 76%|███████▋  | 35345/46302 [37:27:29<11:37:34,  3.82s/it]
 76%|███████▋  | 35346/46302 [37:27:33<11:37:43,  3.82s/it]
 76%|███████▋  | 35347/46302 [37:27:37<11:37:41,  3.82s/it]
 76%|███████▋  | 35348/46302 [37:27:41<11:37:47,  3.82s/it]
 76%|███████▋  | 35349/46302 [37:27:44<11:37:33,  3.82s/it]
 76%|███████▋  | 35350/46302 [37:27:48<11:37:41,  3.82s/it]
 76%|███████▋  | 35351/46302 [37:27:52<11:37:29,  3.82s/it]
 76%|███████▋  | 35352/46302 [37:27:56<11:37:18,  3.82s/it]
 76%|███████▋  | 35353/46302 [37:28:00<11:37:15,  3.82s/it]
 76%|███████▋  | 35354/46302 [37:28:04<11:37:14,  3.82s/it]
 76%|███████▋  | 35355/46302 [37:28:07<11:37:04,  3.82s/it]
 76%|███████▋  | 35356/46302 [37:28:11<11:37:00,  3.82s/it]
 76%|███████▋  | 35357/46302 [37:28:15<11:37:02,  3.82s/it]
 76%|███████▋  | 35358/46302 [37:28:19<11:36:42,  3.82s/it]
 76%|███████▋  | 35359/46302 [37:28:23<11:36:49,  3.82s/it]
 76%|███████▋  | 35360/46302 [37:28:26<11:36:46,  3.82s/it]
 76%|███████▋  | 35361/46302 [37:28:30<11:36:37,  3.82s/it]
 76%|███████▋  | 35362/46302 [37:28:34<11:36:39,  3.82s/it]
 76%|███████▋  | 35363/46302 [37:28:38<11:36:36,  3.82s/it]
 76%|███████▋  | 35364/46302 [37:28:42<11:36:28,  3.82s/it]
 76%|███████▋  | 35365/46302 [37:28:46<11:36:26,  3.82s/it]
 76%|███████▋  | 35366/46302 [37:28:49<11:36:22,  3.82s/it]
 76%|███████▋  | 35367/46302 [37:28:53<11:36:23,  3.82s/it]
 76%|███████▋  | 35368/46302 [37:28:57<11:36:13,  3.82s/it]
 76%|███████▋  | 35369/46302 [37:29:01<11:36:19,  3.82s/it]
 76%|███████▋  | 35370/46302 [37:29:05<11:36:25,  3.82s/it]
 76%|███████▋  | 35371/46302 [37:29:08<11:36:27,  3.82s/it]
 76%|███████▋  | 35372/46302 [37:29:12<11:36:35,  3.82s/it]
 76%|███████▋  | 35373/46302 [37:29:16<11:36:36,  3.82s/it]
 76%|███████▋  | 35374/46302 [37:29:20<11:36:14,  3.82s/it]
 76%|███████▋  | 35375/46302 [37:29:24<11:36:15,  3.82s/it]
 76%|███████▋  | 35376/46302 [37:29:28<11:36:09,  3.82s/it]
 76%|███████▋  | 35377/46302 [37:29:31<11:36:05,  3.82s/it]
 76%|███████▋  | 35378/46302 [37:29:35<11:36:01,  3.82s/it]
 76%|███████▋  | 35379/46302 [37:29:39<11:35:52,  3.82s/it]
 76%|███████▋  | 35380/46302 [37:29:43<11:35:43,  3.82s/it]
 76%|███████▋  | 35381/46302 [37:29:47<11:35:54,  3.82s/it]
 76%|███████▋  | 35382/46302 [37:29:51<11:35:39,  3.82s/it]
 76%|███████▋  | 35383/46302 [37:29:54<11:35:34,  3.82s/it]
 76%|███████▋  | 35384/46302 [37:29:58<11:35:29,  3.82s/it]
 76%|███████▋  | 35385/46302 [37:30:02<11:35:32,  3.82s/it]
 76%|███████▋  | 35386/46302 [37:30:06<11:35:35,  3.82s/it]
 76%|███████▋  | 35387/46302 [37:30:10<11:35:30,  3.82s/it]
 76%|███████▋  | 35388/46302 [37:30:13<11:35:32,  3.82s/it]
 76%|███████▋  | 35389/46302 [37:30:17<11:35:22,  3.82s/it]
 76%|███████▋  | 35390/46302 [37:30:21<11:35:09,  3.82s/it]
 76%|███████▋  | 35391/46302 [37:30:25<11:35:11,  3.82s/it]
 76%|███████▋  | 35392/46302 [37:30:29<11:35:08,  3.82s/it]
 76%|███████▋  | 35393/46302 [37:30:33<11:34:46,  3.82s/it]
 76%|███████▋  | 35394/46302 [37:30:36<11:34:55,  3.82s/it]
 76%|███████▋  | 35395/46302 [37:30:40<11:34:46,  3.82s/it]
 76%|███████▋  | 35396/46302 [37:30:44<11:34:59,  3.82s/it]
 76%|███████▋  | 35397/46302 [37:30:48<11:34:57,  3.82s/it]
 76%|███████▋  | 35398/46302 [37:30:52<11:34:51,  3.82s/it]
 76%|███████▋  | 35399/46302 [37:30:56<11:34:50,  3.82s/it]
 76%|███████▋  | 35400/46302 [37:30:59<11:34:42,  3.82s/it]
 76%|███████▋  | 35401/46302 [37:31:03<11:34:35,  3.82s/it]
 76%|███████▋  | 35402/46302 [37:31:07<11:34:31,  3.82s/it]
 76%|███████▋  | 35403/46302 [37:31:11<11:34:24,  3.82s/it]
 76%|███████▋  | 35404/46302 [37:31:15<11:34:29,  3.82s/it]
 76%|███████▋  | 35405/46302 [37:31:18<11:31:52,  3.81s/it]
 76%|███████▋  | 35406/46302 [37:31:22<11:29:53,  3.80s/it]
 76%|███████▋  | 35407/46302 [37:31:26<11:28:17,  3.79s/it]
 76%|███████▋  | 35408/46302 [37:31:30<11:27:22,  3.79s/it]
 76%|███████▋  | 35409/46302 [37:31:34<11:26:38,  3.78s/it]
 76%|███████▋  | 35410/46302 [37:31:37<11:25:59,  3.78s/it]
 76%|███████▋  | 35411/46302 [37:31:41<11:25:34,  3.78s/it]
 76%|███████▋  | 35412/46302 [37:31:45<11:25:13,  3.78s/it]
 76%|███████▋  | 35413/46302 [37:31:49<11:24:53,  3.77s/it]
 76%|███████▋  | 35414/46302 [37:31:52<11:24:50,  3.77s/it]
 76%|███████▋  | 35415/46302 [37:31:56<11:24:41,  3.77s/it]
 76%|███████▋  | 35416/46302 [37:32:00<11:24:32,  3.77s/it]
 76%|███████▋  | 35417/46302 [37:32:04<11:24:34,  3.77s/it]
 76%|███████▋  | 35418/46302 [37:32:07<11:24:31,  3.77s/it]
 76%|███████▋  | 35419/46302 [37:32:11<11:24:22,  3.77s/it]
 76%|███████▋  | 35420/46302 [37:32:15<11:24:17,  3.77s/it]
 76%|███████▋  | 35421/46302 [37:32:19<11:24:12,  3.77s/it]
 77%|███████▋  | 35422/46302 [37:32:23<11:24:11,  3.77s/it]
 77%|███████▋  | 35423/46302 [37:32:26<11:24:10,  3.77s/it]
 77%|███████▋  | 35424/46302 [37:32:30<11:24:16,  3.77s/it]
 77%|███████▋  | 35425/46302 [37:32:34<11:24:06,  3.77s/it]
 77%|███████▋  | 35426/46302 [37:32:38<11:24:05,  3.77s/it]
 77%|███████▋  | 35427/46302 [37:32:41<11:24:05,  3.77s/it]
 77%|███████▋  | 35428/46302 [37:32:45<11:23:58,  3.77s/it]
 77%|███████▋  | 35429/46302 [37:32:49<11:23:54,  3.77s/it]
 77%|███████▋  | 35430/46302 [37:32:53<11:23:55,  3.77s/it]
 77%|███████▋  | 35431/46302 [37:32:57<11:23:49,  3.77s/it]
 77%|███████▋  | 35432/46302 [37:33:00<11:23:43,  3.77s/it]
 77%|███████▋  | 35433/46302 [37:33:04<11:23:36,  3.77s/it]
 77%|███████▋  | 35434/46302 [37:33:08<11:23:39,  3.77s/it]
 77%|███████▋  | 35435/46302 [37:33:12<11:23:29,  3.77s/it]
 77%|███████▋  | 35436/46302 [37:33:15<11:23:24,  3.77s/it]
 77%|███████▋  | 35437/46302 [37:33:19<11:23:26,  3.77s/it]
 77%|███████▋  | 35438/46302 [37:33:23<11:23:25,  3.77s/it]
 77%|███████▋  | 35439/46302 [37:33:27<11:23:23,  3.77s/it]
 77%|███████▋  | 35440/46302 [37:33:30<11:23:26,  3.78s/it]
 77%|███████▋  | 35441/46302 [37:33:34<11:23:11,  3.77s/it]
 77%|███████▋  | 35442/46302 [37:33:38<11:23:00,  3.77s/it]
 77%|███████▋  | 35443/46302 [37:33:42<11:23:00,  3.77s/it]
 77%|███████▋  | 35444/46302 [37:33:46<11:23:00,  3.77s/it]
 77%|███████▋  | 35445/46302 [37:33:49<11:22:59,  3.77s/it]
 77%|███████▋  | 35446/46302 [37:33:53<11:22:58,  3.77s/it]
 77%|███████▋  | 35447/46302 [37:33:57<11:22:49,  3.77s/it]
 77%|███████▋  | 35448/46302 [37:34:01<11:22:42,  3.77s/it]
 77%|███████▋  | 35449/46302 [37:34:04<11:22:45,  3.77s/it]
 77%|███████▋  | 35450/46302 [37:34:08<11:22:36,  3.77s/it]
 77%|███████▋  | 35451/46302 [37:34:12<11:22:37,  3.77s/it]
 77%|███████▋  | 35452/46302 [37:34:16<11:22:34,  3.77s/it]
 77%|███████▋  | 35453/46302 [37:34:20<11:22:20,  3.77s/it]
 77%|███████▋  | 35454/46302 [37:34:23<11:22:13,  3.77s/it]
 77%|███████▋  | 35455/46302 [37:34:27<11:22:06,  3.77s/it]
 77%|███████▋  | 35456/46302 [37:34:31<11:21:58,  3.77s/it]
 77%|███████▋  | 35457/46302 [37:34:35<11:21:49,  3.77s/it]
 77%|███████▋  | 35458/46302 [37:34:38<11:21:50,  3.77s/it]
 77%|███████▋  | 35459/46302 [37:34:42<11:21:41,  3.77s/it]
 77%|███████▋  | 35460/46302 [37:34:46<11:21:39,  3.77s/it]
 77%|███████▋  | 35461/46302 [37:34:50<11:21:28,  3.77s/it]
 77%|███████▋  | 35462/46302 [37:34:54<11:21:22,  3.77s/it]
 77%|███████▋  | 35463/46302 [37:34:57<11:21:22,  3.77s/it]
 77%|███████▋  | 35464/46302 [37:35:01<11:21:13,  3.77s/it]
 77%|███████▋  | 35465/46302 [37:35:05<11:21:07,  3.77s/it]
 77%|███████▋  | 35466/46302 [37:35:09<11:21:09,  3.77s/it]
 77%|███████▋  | 35467/46302 [37:35:12<11:20:59,  3.77s/it]
 77%|███████▋  | 35468/46302 [37:35:16<11:21:01,  3.77s/it]
 77%|███████▋  | 35469/46302 [37:35:20<11:21:02,  3.77s/it]
 77%|███████▋  | 35470/46302 [37:35:24<11:21:03,  3.77s/it]
 77%|███████▋  | 35471/46302 [37:35:27<11:21:02,  3.77s/it]
 77%|███████▋  | 35472/46302 [37:35:31<11:21:00,  3.77s/it]
 77%|███████▋  | 35473/46302 [37:35:35<11:21:00,  3.77s/it]
 77%|███████▋  | 35474/46302 [37:35:39<11:20:51,  3.77s/it]
 77%|███████▋  | 35475/46302 [37:35:43<11:20:44,  3.77s/it]
 77%|███████▋  | 35476/46302 [37:35:46<11:20:37,  3.77s/it]
 77%|███████▋  | 35477/46302 [37:35:50<11:20:28,  3.77s/it]
 77%|███████▋  | 35478/46302 [37:35:54<11:20:35,  3.77s/it]
 77%|███████▋  | 35479/46302 [37:35:58<11:20:29,  3.77s/it]
 77%|███████▋  | 35480/46302 [37:36:01<11:20:26,  3.77s/it]
 77%|███████▋  | 35481/46302 [37:36:05<11:20:12,  3.77s/it]
 77%|███████▋  | 35482/46302 [37:36:09<11:20:18,  3.77s/it]
 77%|███████▋  | 35483/46302 [37:36:13<11:20:31,  3.77s/it]
 77%|███████▋  | 35484/46302 [37:36:16<11:20:20,  3.77s/it]
 77%|███████▋  | 35485/46302 [37:36:20<11:20:15,  3.77s/it]
 77%|███████▋  | 35486/46302 [37:36:24<11:20:18,  3.77s/it]
 77%|███████▋  | 35487/46302 [37:36:28<11:20:08,  3.77s/it]
 77%|███████▋  | 35488/46302 [37:36:32<11:20:04,  3.77s/it]
 77%|███████▋  | 35489/46302 [37:36:35<11:19:44,  3.77s/it]
 77%|███████▋  | 35490/46302 [37:36:39<11:19:44,  3.77s/it]
 77%|███████▋  | 35491/46302 [37:36:43<11:19:40,  3.77s/it]
 77%|███████▋  | 35492/46302 [37:36:47<11:19:35,  3.77s/it]
 77%|███████▋  | 35493/46302 [37:36:50<11:19:39,  3.77s/it]
 77%|███████▋  | 35494/46302 [37:36:54<11:19:23,  3.77s/it]
 77%|███████▋  | 35495/46302 [37:36:58<11:19:29,  3.77s/it]
 77%|███████▋  | 35496/46302 [37:37:02<11:19:26,  3.77s/it]
 77%|███████▋  | 35497/46302 [37:37:06<11:18:53,  3.77s/it]
 77%|███████▋  | 35498/46302 [37:37:09<11:18:41,  3.77s/it]
 77%|███████▋  | 35499/46302 [37:37:13<11:18:46,  3.77s/it]
 77%|███████▋  | 35500/46302 [37:37:17<11:18:45,  3.77s/it]
                                                           
{'loss': 3.133, 'learning_rate': 0.0011922210939914353, 'epoch': 0.77}

 77%|███████▋  | 35500/46302 [37:37:17<11:18:45,  3.77s/it]
 77%|███████▋  | 35501/46302 [37:37:21<11:19:05,  3.77s/it]
 77%|███████▋  | 35502/46302 [37:37:24<11:18:47,  3.77s/it]
 77%|███████▋  | 35503/46302 [37:37:28<11:18:40,  3.77s/it]
 77%|███████▋  | 35504/46302 [37:37:32<11:18:42,  3.77s/it]
 77%|███████▋  | 35505/46302 [37:37:36<11:18:29,  3.77s/it]
 77%|███████▋  | 35506/46302 [37:37:39<11:18:16,  3.77s/it]
 77%|███████▋  | 35507/46302 [37:37:43<11:18:16,  3.77s/it]
 77%|███████▋  | 35508/46302 [37:37:47<11:18:13,  3.77s/it]
 77%|███████▋  | 35509/46302 [37:37:51<11:18:05,  3.77s/it]
 77%|███████▋  | 35510/46302 [37:37:55<11:18:05,  3.77s/it]
 77%|███████▋  | 35511/46302 [37:37:58<11:18:14,  3.77s/it]
 77%|███████▋  | 35512/46302 [37:38:02<11:18:09,  3.77s/it]
 77%|███████▋  | 35513/46302 [37:38:06<11:18:04,  3.77s/it]
 77%|███████▋  | 35514/46302 [37:38:10<11:17:56,  3.77s/it]
 77%|███████▋  | 35515/46302 [37:38:13<11:17:54,  3.77s/it]
 77%|███████▋  | 35516/46302 [37:38:17<11:17:36,  3.77s/it]
 77%|███████▋  | 35517/46302 [37:38:21<11:17:48,  3.77s/it]
 77%|███████▋  | 35518/46302 [37:38:25<11:17:25,  3.77s/it]
 77%|███████▋  | 35519/46302 [37:38:28<11:17:22,  3.77s/it]
 77%|███████▋  | 35520/46302 [37:38:32<11:17:15,  3.77s/it]
 77%|███████▋  | 35521/46302 [37:38:36<11:17:07,  3.77s/it]
 77%|███████▋  | 35522/46302 [37:38:40<11:17:02,  3.77s/it]
 77%|███████▋  | 35523/46302 [37:38:44<11:17:10,  3.77s/it]
 77%|███████▋  | 35524/46302 [37:38:47<11:17:16,  3.77s/it]
 77%|███████▋  | 35525/46302 [37:38:51<11:17:24,  3.77s/it]
 77%|███████▋  | 35526/46302 [37:38:55<11:17:20,  3.77s/it]
 77%|███████▋  | 35527/46302 [37:38:59<11:17:16,  3.77s/it]
 77%|███████▋  | 35528/46302 [37:39:02<11:17:06,  3.77s/it]
 77%|███████▋  | 35529/46302 [37:39:06<11:17:02,  3.77s/it]
 77%|███████▋  | 35530/46302 [37:39:10<11:16:52,  3.77s/it]
 77%|███████▋  | 35531/46302 [37:39:14<11:16:52,  3.77s/it]
 77%|███████▋  | 35532/46302 [37:39:17<11:16:52,  3.77s/it]
 77%|███████▋  | 35533/46302 [37:39:21<11:16:47,  3.77s/it]
 77%|███████▋  | 35534/46302 [37:39:25<11:16:35,  3.77s/it]
 77%|███████▋  | 35535/46302 [37:39:29<11:16:40,  3.77s/it]
 77%|███████▋  | 35536/46302 [37:39:33<11:16:33,  3.77s/it]
 77%|███████▋  | 35537/46302 [37:39:36<11:16:25,  3.77s/it]
 77%|███████▋  | 35538/46302 [37:39:40<11:16:26,  3.77s/it]
 77%|███████▋  | 35539/46302 [37:39:44<11:16:20,  3.77s/it]
 77%|███████▋  | 35540/46302 [37:39:48<11:16:16,  3.77s/it]
 77%|███████▋  | 35541/46302 [37:39:51<11:16:08,  3.77s/it]
 77%|███████▋  | 35542/46302 [37:39:55<11:16:05,  3.77s/it]
 77%|███████▋  | 35543/46302 [37:39:59<11:15:59,  3.77s/it]
 77%|███████▋  | 35544/46302 [37:40:03<11:15:59,  3.77s/it]
 77%|███████▋  | 35545/46302 [37:40:07<11:15:59,  3.77s/it]
 77%|███████▋  | 35546/46302 [37:40:10<11:15:54,  3.77s/it]
 77%|███████▋  | 35547/46302 [37:40:14<11:15:49,  3.77s/it]
 77%|███████▋  | 35548/46302 [37:40:18<11:15:41,  3.77s/it]
 77%|███████▋  | 35549/46302 [37:40:22<11:15:38,  3.77s/it]
 77%|███████▋  | 35550/46302 [37:40:25<11:15:38,  3.77s/it]
 77%|███████▋  | 35551/46302 [37:40:29<11:15:44,  3.77s/it]
 77%|███████▋  | 35552/46302 [37:40:33<11:15:44,  3.77s/it]
 77%|███████▋  | 35553/46302 [37:40:37<11:15:38,  3.77s/it]
 77%|███████▋  | 35554/46302 [37:40:40<11:15:38,  3.77s/it]
 77%|███████▋  | 35555/46302 [37:40:44<11:15:22,  3.77s/it]
 77%|███████▋  | 35556/46302 [37:40:48<11:15:36,  3.77s/it]
 77%|███████▋  | 35557/46302 [37:40:52<11:15:28,  3.77s/it]
 77%|███████▋  | 35558/46302 [37:40:56<11:15:18,  3.77s/it]
 77%|███████▋  | 35559/46302 [37:40:59<11:15:19,  3.77s/it]
 77%|███████▋  | 35560/46302 [37:41:03<11:15:19,  3.77s/it]
 77%|███████▋  | 35561/46302 [37:41:07<11:15:11,  3.77s/it]
 77%|███████▋  | 35562/46302 [37:41:11<11:15:17,  3.77s/it]
 77%|███████▋  | 35563/46302 [37:41:14<11:15:13,  3.77s/it]
 77%|███████▋  | 35564/46302 [37:41:18<11:15:13,  3.77s/it]
 77%|███████▋  | 35565/46302 [37:41:22<11:15:08,  3.77s/it]
 77%|███████▋  | 35566/46302 [37:41:26<11:14:56,  3.77s/it]
 77%|███████▋  | 35567/46302 [37:41:29<11:14:48,  3.77s/it]
 77%|███████▋  | 35568/46302 [37:41:33<11:14:47,  3.77s/it]
 77%|███████▋  | 35569/46302 [37:41:37<11:14:47,  3.77s/it]
 77%|███████▋  | 35570/46302 [37:41:41<11:14:45,  3.77s/it]
 77%|███████▋  | 35571/46302 [37:41:45<11:14:39,  3.77s/it]
 77%|███████▋  | 35572/46302 [37:41:48<11:14:31,  3.77s/it]
 77%|███████▋  | 35573/46302 [37:41:52<11:14:29,  3.77s/it]
 77%|███████▋  | 35574/46302 [37:41:56<11:14:31,  3.77s/it]
 77%|███████▋  | 35575/46302 [37:42:00<11:14:25,  3.77s/it]
 77%|███████▋  | 35576/46302 [37:42:03<11:14:20,  3.77s/it]
 77%|███████▋  | 35577/46302 [37:42:07<11:14:20,  3.77s/it]
 77%|███████▋  | 35578/46302 [37:42:11<11:14:16,  3.77s/it]
 77%|███████▋  | 35579/46302 [37:42:15<11:14:10,  3.77s/it]
 77%|███████▋  | 35580/46302 [37:42:19<11:14:11,  3.77s/it]
 77%|███████▋  | 35581/46302 [37:42:22<11:14:03,  3.77s/it]
 77%|███████▋  | 35582/46302 [37:42:26<11:13:59,  3.77s/it]
 77%|███████▋  | 35583/46302 [37:42:30<11:13:55,  3.77s/it]
 77%|███████▋  | 35584/46302 [37:42:34<11:13:48,  3.77s/it]
 77%|███████▋  | 35585/46302 [37:42:37<11:13:41,  3.77s/it]
 77%|███████▋  | 35586/46302 [37:42:41<11:13:35,  3.77s/it]
 77%|███████▋  | 35587/46302 [37:42:45<11:13:27,  3.77s/it]
 77%|███████▋  | 35588/46302 [37:42:49<11:13:33,  3.77s/it]
 77%|███████▋  | 35589/46302 [37:42:52<11:13:27,  3.77s/it]
 77%|███████▋  | 35590/46302 [37:42:56<11:13:20,  3.77s/it]
 77%|███████▋  | 35591/46302 [37:43:00<11:13:12,  3.77s/it]
 77%|███████▋  | 35592/46302 [37:43:04<11:13:08,  3.77s/it]
 77%|███████▋  | 35593/46302 [37:43:08<11:13:05,  3.77s/it]
 77%|███████▋  | 35594/46302 [37:43:11<11:13:09,  3.77s/it]
 77%|███████▋  | 35595/46302 [37:43:15<11:13:10,  3.77s/it]
 77%|███████▋  | 35596/46302 [37:43:19<11:13:08,  3.77s/it]
 77%|███████▋  | 35597/46302 [37:43:23<11:13:16,  3.77s/it]
 77%|███████▋  | 35598/46302 [37:43:26<11:13:09,  3.77s/it]
 77%|███████▋  | 35599/46302 [37:43:30<11:12:53,  3.77s/it]
 77%|███████▋  | 35600/46302 [37:43:34<11:12:53,  3.77s/it]
 77%|███████▋  | 35601/46302 [37:43:38<11:12:43,  3.77s/it]
 77%|███████▋  | 35602/46302 [37:43:42<11:12:52,  3.77s/it]
 77%|███████▋  | 35603/46302 [37:43:45<11:12:45,  3.77s/it]
 77%|███████▋  | 35604/46302 [37:43:49<11:12:35,  3.77s/it]
 77%|███████▋  | 35605/46302 [37:43:53<11:12:29,  3.77s/it]
 77%|███████▋  | 35606/46302 [37:43:57<11:12:28,  3.77s/it]
 77%|███████▋  | 35607/46302 [37:44:00<11:12:29,  3.77s/it]
 77%|███████▋  | 35608/46302 [37:44:04<11:12:19,  3.77s/it]
 77%|███████▋  | 35609/46302 [37:44:08<11:12:25,  3.77s/it]
 77%|███████▋  | 35610/46302 [37:44:12<11:12:21,  3.77s/it]
 77%|███████▋  | 35611/46302 [37:44:15<11:12:10,  3.77s/it]
 77%|███████▋  | 35612/46302 [37:44:19<11:12:05,  3.77s/it]
 77%|███████▋  | 35613/46302 [37:44:23<11:12:09,  3.77s/it]
 77%|███████▋  | 35614/46302 [37:44:27<11:12:06,  3.77s/it]
 77%|███████▋  | 35615/46302 [37:44:31<11:11:58,  3.77s/it]
 77%|███████▋  | 35616/46302 [37:44:34<11:11:50,  3.77s/it]
 77%|███████▋  | 35617/46302 [37:44:38<11:11:46,  3.77s/it]
 77%|███████▋  | 35618/46302 [37:44:42<11:11:34,  3.77s/it]
 77%|███████▋  | 35619/46302 [37:44:46<11:11:37,  3.77s/it]
 77%|███████▋  | 35620/46302 [37:44:49<11:11:48,  3.77s/it]
 77%|███████▋  | 35621/46302 [37:44:53<11:11:42,  3.77s/it]
 77%|███████▋  | 35622/46302 [37:44:57<11:11:32,  3.77s/it]
 77%|███████▋  | 35623/46302 [37:45:01<11:11:33,  3.77s/it]
 77%|███████▋  | 35624/46302 [37:45:05<11:11:14,  3.77s/it]
 77%|███████▋  | 35625/46302 [37:45:08<11:11:14,  3.77s/it]
 77%|███████▋  | 35626/46302 [37:45:12<11:11:07,  3.77s/it]
 77%|███████▋  | 35627/46302 [37:45:16<11:11:00,  3.77s/it]
 77%|███████▋  | 35628/46302 [37:45:20<11:10:50,  3.77s/it]
 77%|███████▋  | 35629/46302 [37:45:23<11:10:45,  3.77s/it]
 77%|███████▋  | 35630/46302 [37:45:27<11:10:40,  3.77s/it]
 77%|███████▋  | 35631/46302 [37:45:31<11:10:43,  3.77s/it]
 77%|███████▋  | 35632/46302 [37:45:35<11:10:46,  3.77s/it]
 77%|███████▋  | 35633/46302 [37:45:38<11:10:51,  3.77s/it]
 77%|███████▋  | 35634/46302 [37:45:42<11:10:49,  3.77s/it]
 77%|███████▋  | 35635/46302 [37:45:46<11:11:24,  3.78s/it]
 77%|███████▋  | 35636/46302 [37:45:50<11:13:49,  3.79s/it]
 77%|███████▋  | 35637/46302 [37:45:54<11:15:35,  3.80s/it]
 77%|███████▋  | 35638/46302 [37:45:57<11:16:44,  3.81s/it]
 77%|███████▋  | 35639/46302 [37:46:01<11:17:23,  3.81s/it]
 77%|███████▋  | 35640/46302 [37:46:05<11:17:36,  3.81s/it]
 77%|███████▋  | 35641/46302 [37:46:09<11:17:45,  3.81s/it]
 77%|███████▋  | 35642/46302 [37:46:13<11:17:46,  3.81s/it]
 77%|███████▋  | 35643/46302 [37:46:17<11:18:04,  3.82s/it]
 77%|███████▋  | 35644/46302 [37:46:20<11:18:14,  3.82s/it]
 77%|███████▋  | 35645/46302 [37:46:24<11:18:19,  3.82s/it]
 77%|███████▋  | 35646/46302 [37:46:28<11:18:16,  3.82s/it]
 77%|███████▋  | 35647/46302 [37:46:32<11:18:08,  3.82s/it]
 77%|███████▋  | 35648/46302 [37:46:36<11:18:11,  3.82s/it]
 77%|███████▋  | 35649/46302 [37:46:39<11:18:01,  3.82s/it]
 77%|███████▋  | 35650/46302 [37:46:43<11:18:12,  3.82s/it]
 77%|███████▋  | 35651/46302 [37:46:47<11:17:59,  3.82s/it]
 77%|███████▋  | 35652/46302 [37:46:51<11:18:08,  3.82s/it]
 77%|███████▋  | 35653/46302 [37:46:55<11:18:14,  3.82s/it]
 77%|███████▋  | 35654/46302 [37:46:59<11:18:09,  3.82s/it]
 77%|███████▋  | 35655/46302 [37:47:02<11:18:06,  3.82s/it]
 77%|███████▋  | 35656/46302 [37:47:06<11:17:59,  3.82s/it]
 77%|███████▋  | 35657/46302 [37:47:10<11:18:00,  3.82s/it]
 77%|███████▋  | 35658/46302 [37:47:14<11:17:55,  3.82s/it]
 77%|███████▋  | 35659/46302 [37:47:18<11:17:47,  3.82s/it]
 77%|███████▋  | 35660/46302 [37:47:22<11:17:42,  3.82s/it]
 77%|███████▋  | 35661/46302 [37:47:25<11:17:46,  3.82s/it]
 77%|███████▋  | 35662/46302 [37:47:29<11:17:50,  3.82s/it]
 77%|███████▋  | 35663/46302 [37:47:33<11:17:48,  3.82s/it]
 77%|███████▋  | 35664/46302 [37:47:37<11:17:38,  3.82s/it]
 77%|███████▋  | 35665/46302 [37:47:41<11:17:48,  3.82s/it]
 77%|███████▋  | 35666/46302 [37:47:44<11:17:28,  3.82s/it]
 77%|███████▋  | 35667/46302 [37:47:48<11:17:19,  3.82s/it]
 77%|███████▋  | 35668/46302 [37:47:52<11:17:08,  3.82s/it]
 77%|███████▋  | 35669/46302 [37:47:56<11:17:05,  3.82s/it]
 77%|███████▋  | 35670/46302 [37:48:00<11:17:02,  3.82s/it]
 77%|███████▋  | 35671/46302 [37:48:04<11:17:09,  3.82s/it]
 77%|███████▋  | 35672/46302 [37:48:07<11:17:05,  3.82s/it]
 77%|███████▋  | 35673/46302 [37:48:11<11:17:02,  3.82s/it]
 77%|███████▋  | 35674/46302 [37:48:15<11:16:50,  3.82s/it]
 77%|███████▋  | 35675/46302 [37:48:19<11:16:37,  3.82s/it]
 77%|███████▋  | 35676/46302 [37:48:23<11:16:36,  3.82s/it]
 77%|███████▋  | 35677/46302 [37:48:26<11:16:32,  3.82s/it]
 77%|███████▋  | 35678/46302 [37:48:30<11:16:38,  3.82s/it]
 77%|███████▋  | 35679/46302 [37:48:34<11:16:37,  3.82s/it]
 77%|███████▋  | 35680/46302 [37:48:38<11:16:30,  3.82s/it]
 77%|███████▋  | 35681/46302 [37:48:42<11:16:30,  3.82s/it]
 77%|███████▋  | 35682/46302 [37:48:46<11:16:30,  3.82s/it]
 77%|███████▋  | 35683/46302 [37:48:49<11:16:23,  3.82s/it]
 77%|███████▋  | 35684/46302 [37:48:53<11:16:10,  3.82s/it]
 77%|███████▋  | 35685/46302 [37:48:57<11:16:02,  3.82s/it]
 77%|███████▋  | 35686/46302 [37:49:01<11:16:13,  3.82s/it]
 77%|███████▋  | 35687/46302 [37:49:05<11:16:10,  3.82s/it]
 77%|███████▋  | 35688/46302 [37:49:09<11:15:48,  3.82s/it]
 77%|███████▋  | 35689/46302 [37:49:12<11:15:52,  3.82s/it]
 77%|███████▋  | 35690/46302 [37:49:16<11:15:39,  3.82s/it]
 77%|███████▋  | 35691/46302 [37:49:20<11:15:43,  3.82s/it]
 77%|███████▋  | 35692/46302 [37:49:24<11:15:53,  3.82s/it]
 77%|███████▋  | 35693/46302 [37:49:28<11:15:39,  3.82s/it]
 77%|███████▋  | 35694/46302 [37:49:31<11:15:27,  3.82s/it]
 77%|███████▋  | 35695/46302 [37:49:35<11:15:27,  3.82s/it]
 77%|███████▋  | 35696/46302 [37:49:39<11:15:24,  3.82s/it]
 77%|███████▋  | 35697/46302 [37:49:43<11:15:10,  3.82s/it]
 77%|███████▋  | 35698/46302 [37:49:47<11:15:09,  3.82s/it]
 77%|███████▋  | 35699/46302 [37:49:51<11:15:08,  3.82s/it]
 77%|███████▋  | 35700/46302 [37:49:54<11:15:07,  3.82s/it]
 77%|███████▋  | 35701/46302 [37:49:58<11:15:05,  3.82s/it]
 77%|███████▋  | 35702/46302 [37:50:02<11:15:08,  3.82s/it]
 77%|███████▋  | 35703/46302 [37:50:06<11:14:53,  3.82s/it]
 77%|███████▋  | 35704/46302 [37:50:10<11:14:48,  3.82s/it]
 77%|███████▋  | 35705/46302 [37:50:13<11:14:44,  3.82s/it]
 77%|███████▋  | 35706/46302 [37:50:17<11:14:40,  3.82s/it]
 77%|███████▋  | 35707/46302 [37:50:21<11:14:45,  3.82s/it]
 77%|███████▋  | 35708/46302 [37:50:25<11:14:50,  3.82s/it]
 77%|███████▋  | 35709/46302 [37:50:29<11:14:49,  3.82s/it]
 77%|███████▋  | 35710/46302 [37:50:33<11:14:49,  3.82s/it]
 77%|███████▋  | 35711/46302 [37:50:36<11:14:47,  3.82s/it]
 77%|███████▋  | 35712/46302 [37:50:40<11:14:41,  3.82s/it]
 77%|███████▋  | 35713/46302 [37:50:44<11:14:42,  3.82s/it]
 77%|███████▋  | 35714/46302 [37:50:48<11:14:38,  3.82s/it]
 77%|███████▋  | 35715/46302 [37:50:52<11:14:23,  3.82s/it]
 77%|███████▋  | 35716/46302 [37:50:56<11:14:14,  3.82s/it]
 77%|███████▋  | 35717/46302 [37:50:59<11:14:15,  3.82s/it]
 77%|███████▋  | 35718/46302 [37:51:03<11:14:18,  3.82s/it]
 77%|███████▋  | 35719/46302 [37:51:07<11:14:07,  3.82s/it]
 77%|███████▋  | 35720/46302 [37:51:11<11:13:56,  3.82s/it]
 77%|███████▋  | 35721/46302 [37:51:15<11:13:48,  3.82s/it]
 77%|███████▋  | 35722/46302 [37:51:18<11:13:43,  3.82s/it]
 77%|███████▋  | 35723/46302 [37:51:22<11:13:39,  3.82s/it]
 77%|███████▋  | 35724/46302 [37:51:26<11:13:13,  3.82s/it]
 77%|███████▋  | 35725/46302 [37:51:30<11:13:20,  3.82s/it]
 77%|███████▋  | 35726/46302 [37:51:34<11:13:20,  3.82s/it]
 77%|███████▋  | 35727/46302 [37:51:38<11:13:19,  3.82s/it]
 77%|███████▋  | 35728/46302 [37:51:41<11:13:21,  3.82s/it]
 77%|███████▋  | 35729/46302 [37:51:45<11:13:17,  3.82s/it]
 77%|███████▋  | 35730/46302 [37:51:49<11:13:16,  3.82s/it]
 77%|███████▋  | 35731/46302 [37:51:53<11:13:16,  3.82s/it]
 77%|███████▋  | 35732/46302 [37:51:57<11:13:10,  3.82s/it]
 77%|███████▋  | 35733/46302 [37:52:00<11:13:05,  3.82s/it]
 77%|███████▋  | 35734/46302 [37:52:04<11:12:59,  3.82s/it]
 77%|███████▋  | 35735/46302 [37:52:08<11:12:53,  3.82s/it]
 77%|███████▋  | 35736/46302 [37:52:12<11:12:39,  3.82s/it]
 77%|███████▋  | 35737/46302 [37:52:16<11:12:34,  3.82s/it]
 77%|███████▋  | 35738/46302 [37:52:20<11:12:34,  3.82s/it]
 77%|███████▋  | 35739/46302 [37:52:23<11:12:20,  3.82s/it]
 77%|███████▋  | 35740/46302 [37:52:27<11:12:18,  3.82s/it]
 77%|███████▋  | 35741/46302 [37:52:31<11:12:23,  3.82s/it]
 77%|███████▋  | 35742/46302 [37:52:35<11:12:17,  3.82s/it]
 77%|███████▋  | 35743/46302 [37:52:39<11:12:10,  3.82s/it]
 77%|███████▋  | 35744/46302 [37:52:42<11:12:11,  3.82s/it]
 77%|███████▋  | 35745/46302 [37:52:46<11:11:56,  3.82s/it]
 77%|███████▋  | 35746/46302 [37:52:50<11:11:58,  3.82s/it]
 77%|███████▋  | 35747/46302 [37:52:54<11:11:49,  3.82s/it]
 77%|███████▋  | 35748/46302 [37:52:58<11:11:37,  3.82s/it]
 77%|███████▋  | 35749/46302 [37:53:02<11:11:29,  3.82s/it]
 77%|███████▋  | 35750/46302 [37:53:05<11:11:18,  3.82s/it]
 77%|███████▋  | 35751/46302 [37:53:09<11:11:20,  3.82s/it]
 77%|███████▋  | 35752/46302 [37:53:13<11:11:12,  3.82s/it]
 77%|███████▋  | 35753/46302 [37:53:17<11:11:08,  3.82s/it]
 77%|███████▋  | 35754/46302 [37:53:21<11:11:00,  3.82s/it]
 77%|███████▋  | 35755/46302 [37:53:24<11:11:08,  3.82s/it]
 77%|███████▋  | 35756/46302 [37:53:28<11:11:09,  3.82s/it]
 77%|███████▋  | 35757/46302 [37:53:32<11:11:17,  3.82s/it]
 77%|███████▋  | 35758/46302 [37:53:36<11:11:04,  3.82s/it]
 77%|███████▋  | 35759/46302 [37:53:40<11:10:43,  3.82s/it]
 77%|███████▋  | 35760/46302 [37:53:44<11:10:44,  3.82s/it]
 77%|███████▋  | 35761/46302 [37:53:47<11:10:56,  3.82s/it]
 77%|███████▋  | 35762/46302 [37:53:51<11:10:52,  3.82s/it]
 77%|███████▋  | 35763/46302 [37:53:55<11:10:38,  3.82s/it]
 77%|███████▋  | 35764/46302 [37:53:59<11:10:29,  3.82s/it]
 77%|███████▋  | 35765/46302 [37:54:03<11:10:31,  3.82s/it]
 77%|███████▋  | 35766/46302 [37:54:06<11:10:32,  3.82s/it]
 77%|███████▋  | 35767/46302 [37:54:10<11:10:39,  3.82s/it]
 77%|███████▋  | 35768/46302 [37:54:14<11:10:40,  3.82s/it]
 77%|███████▋  | 35769/46302 [37:54:18<11:10:43,  3.82s/it]
 77%|███████▋  | 35770/46302 [37:54:22<11:10:33,  3.82s/it]
 77%|███████▋  | 35771/46302 [37:54:26<11:10:22,  3.82s/it]
 77%|███████▋  | 35772/46302 [37:54:29<11:10:16,  3.82s/it]
 77%|███████▋  | 35773/46302 [37:54:33<11:10:12,  3.82s/it]
 77%|███████▋  | 35774/46302 [37:54:37<11:10:08,  3.82s/it]
 77%|███████▋  | 35775/46302 [37:54:41<11:10:03,  3.82s/it]
 77%|███████▋  | 35776/46302 [37:54:45<11:10:06,  3.82s/it]
 77%|███████▋  | 35777/46302 [37:54:49<11:10:05,  3.82s/it]
 77%|███████▋  | 35778/46302 [37:54:52<11:09:53,  3.82s/it]
 77%|███████▋  | 35779/46302 [37:54:56<11:09:45,  3.82s/it]
 77%|███████▋  | 35780/46302 [37:55:00<11:09:36,  3.82s/it]
 77%|███████▋  | 35781/46302 [37:55:04<11:09:32,  3.82s/it]
 77%|███████▋  | 35782/46302 [37:55:08<11:09:36,  3.82s/it]
 77%|███████▋  | 35783/46302 [37:55:11<11:09:33,  3.82s/it]
 77%|███████▋  | 35784/46302 [37:55:15<11:09:18,  3.82s/it]
 77%|███████▋  | 35785/46302 [37:55:19<11:09:23,  3.82s/it]
 77%|███████▋  | 35786/46302 [37:55:23<11:09:20,  3.82s/it]
 77%|███████▋  | 35787/46302 [37:55:27<11:09:25,  3.82s/it]
 77%|███████▋  | 35788/46302 [37:55:31<11:09:17,  3.82s/it]
 77%|███████▋  | 35789/46302 [37:55:34<11:09:06,  3.82s/it]
 77%|███████▋  | 35790/46302 [37:55:38<11:09:17,  3.82s/it]
 77%|███████▋  | 35791/46302 [37:55:42<11:09:23,  3.82s/it]
 77%|███████▋  | 35792/46302 [37:55:46<11:09:08,  3.82s/it]
 77%|███████▋  | 35793/46302 [37:55:50<11:09:04,  3.82s/it]
 77%|███████▋  | 35794/46302 [37:55:53<11:08:53,  3.82s/it]
 77%|███████▋  | 35795/46302 [37:55:57<11:08:54,  3.82s/it]
 77%|███████▋  | 35796/46302 [37:56:01<11:08:54,  3.82s/it]
 77%|███████▋  | 35797/46302 [37:56:05<11:08:44,  3.82s/it]
 77%|███████▋  | 35798/46302 [37:56:09<11:08:42,  3.82s/it]
 77%|███████▋  | 35799/46302 [37:56:13<11:08:34,  3.82s/it]
 77%|███████▋  | 35800/46302 [37:56:16<11:08:26,  3.82s/it]
 77%|███████▋  | 35801/46302 [37:56:20<11:08:22,  3.82s/it]
 77%|███████▋  | 35802/46302 [37:56:24<11:07:47,  3.82s/it]
 77%|███████▋  | 35803/46302 [37:56:28<11:07:39,  3.82s/it]
 77%|███████▋  | 35804/46302 [37:56:32<11:07:37,  3.82s/it]
 77%|███████▋  | 35805/46302 [37:56:35<11:07:51,  3.82s/it]
 77%|███████▋  | 35806/46302 [37:56:39<11:07:55,  3.82s/it]
 77%|███████▋  | 35807/46302 [37:56:43<11:07:36,  3.82s/it]
 77%|███████▋  | 35808/46302 [37:56:47<11:07:30,  3.82s/it]
 77%|███████▋  | 35809/46302 [37:56:51<11:07:25,  3.82s/it]
 77%|███████▋  | 35810/46302 [37:56:55<11:07:23,  3.82s/it]
 77%|███████▋  | 35811/46302 [37:56:58<11:07:34,  3.82s/it]
 77%|███████▋  | 35812/46302 [37:57:02<11:07:26,  3.82s/it]
 77%|███████▋  | 35813/46302 [37:57:06<11:07:20,  3.82s/it]
 77%|███████▋  | 35814/46302 [37:57:10<11:07:31,  3.82s/it]
 77%|███████▋  | 35815/46302 [37:57:14<11:07:22,  3.82s/it]
 77%|███████▋  | 35816/46302 [37:57:17<11:07:11,  3.82s/it]
 77%|███████▋  | 35817/46302 [37:57:21<11:07:02,  3.82s/it]
 77%|███████▋  | 35818/46302 [37:57:25<11:06:55,  3.82s/it]
 77%|███████▋  | 35819/46302 [37:57:29<11:06:58,  3.82s/it]
 77%|███████▋  | 35820/46302 [37:57:33<11:07:04,  3.82s/it]
 77%|███████▋  | 35821/46302 [37:57:37<11:07:02,  3.82s/it]
 77%|███████▋  | 35822/46302 [37:57:40<11:07:04,  3.82s/it]
 77%|███████▋  | 35823/46302 [37:57:44<11:06:59,  3.82s/it]
 77%|███████▋  | 35824/46302 [37:57:48<11:07:00,  3.82s/it]
 77%|███████▋  | 35825/46302 [37:57:52<11:06:49,  3.82s/it]
 77%|███████▋  | 35826/46302 [37:57:56<11:06:45,  3.82s/it]
 77%|███████▋  | 35827/46302 [37:57:59<11:06:46,  3.82s/it]
 77%|███████▋  | 35828/46302 [37:58:03<11:06:45,  3.82s/it]
 77%|███████▋  | 35829/46302 [37:58:07<11:06:53,  3.82s/it]
 77%|███████▋  | 35830/46302 [37:58:11<11:06:49,  3.82s/it]
 77%|███████▋  | 35831/46302 [37:58:15<11:06:42,  3.82s/it]
 77%|███████▋  | 35832/46302 [37:58:19<11:06:38,  3.82s/it]
 77%|███████▋  | 35833/46302 [37:58:22<11:06:30,  3.82s/it]
 77%|███████▋  | 35834/46302 [37:58:26<11:06:21,  3.82s/it]
 77%|███████▋  | 35835/46302 [37:58:30<11:06:14,  3.82s/it]
 77%|███████▋  | 35836/46302 [37:58:34<11:05:57,  3.82s/it]
 77%|███████▋  | 35837/46302 [37:58:38<11:06:05,  3.82s/it]
 77%|███████▋  | 35838/46302 [37:58:41<11:05:46,  3.82s/it]
 77%|███████▋  | 35839/46302 [37:58:45<11:05:57,  3.82s/it]
 77%|███████▋  | 35840/46302 [37:58:49<11:05:48,  3.82s/it]
 77%|███████▋  | 35841/46302 [37:58:53<11:05:57,  3.82s/it]
 77%|███████▋  | 35842/46302 [37:58:57<11:06:08,  3.82s/it]
 77%|███████▋  | 35843/46302 [37:59:01<11:05:55,  3.82s/it]
 77%|███████▋  | 35844/46302 [37:59:04<11:05:42,  3.82s/it]
 77%|███████▋  | 35845/46302 [37:59:08<11:05:40,  3.82s/it]
 77%|███████▋  | 35846/46302 [37:59:12<11:05:49,  3.82s/it]
 77%|███████▋  | 35847/46302 [37:59:16<11:05:56,  3.82s/it]
 77%|███████▋  | 35848/46302 [37:59:20<11:05:56,  3.82s/it]
 77%|███████▋  | 35849/46302 [37:59:23<11:05:47,  3.82s/it]
 77%|███████▋  | 35850/46302 [37:59:27<11:05:20,  3.82s/it]
 77%|███████▋  | 35851/46302 [37:59:31<11:05:02,  3.82s/it]
 77%|███████▋  | 35852/46302 [37:59:35<11:05:00,  3.82s/it]
 77%|███████▋  | 35853/46302 [37:59:39<11:04:50,  3.82s/it]
 77%|███████▋  | 35854/46302 [37:59:43<11:04:26,  3.82s/it]
 77%|███████▋  | 35855/46302 [37:59:46<11:04:07,  3.81s/it]
 77%|███████▋  | 35856/46302 [37:59:50<11:04:02,  3.81s/it]
 77%|███████▋  | 35857/46302 [37:59:54<11:03:52,  3.81s/it]
 77%|███████▋  | 35858/46302 [37:59:58<11:03:49,  3.81s/it]
 77%|███████▋  | 35859/46302 [38:00:02<11:03:49,  3.81s/it]
 77%|███████▋  | 35860/46302 [38:00:05<11:03:57,  3.82s/it]
 77%|███████▋  | 35861/46302 [38:00:09<11:04:00,  3.82s/it]
 77%|███████▋  | 35862/46302 [38:00:13<11:04:02,  3.82s/it]
 77%|███████▋  | 35863/46302 [38:00:17<11:03:52,  3.82s/it]
 77%|███████▋  | 35864/46302 [38:00:21<11:03:48,  3.82s/it]
 77%|███████▋  | 35865/46302 [38:00:25<11:03:43,  3.82s/it]
 77%|███████▋  | 35866/46302 [38:00:28<11:03:43,  3.82s/it]
 77%|███████▋  | 35867/46302 [38:00:32<11:03:35,  3.82s/it]
 77%|███████▋  | 35868/46302 [38:00:36<11:03:25,  3.81s/it]
 77%|███████▋  | 35869/46302 [38:00:40<11:03:16,  3.81s/it]
 77%|███████▋  | 35870/46302 [38:00:44<11:03:31,  3.82s/it]
 77%|███████▋  | 35871/46302 [38:00:47<11:03:30,  3.82s/it]
 77%|███████▋  | 35872/46302 [38:00:51<11:03:15,  3.82s/it]
 77%|███████▋  | 35873/46302 [38:00:55<11:03:16,  3.82s/it]
 77%|███████▋  | 35874/46302 [38:00:59<11:03:16,  3.82s/it]
 77%|███████▋  | 35875/46302 [38:01:03<11:03:19,  3.82s/it]
 77%|███████▋  | 35876/46302 [38:01:06<11:03:08,  3.82s/it]
 77%|███████▋  | 35877/46302 [38:01:10<11:03:08,  3.82s/it]
 77%|███████▋  | 35878/46302 [38:01:14<11:02:55,  3.82s/it]
 77%|███████▋  | 35879/46302 [38:01:18<11:02:55,  3.82s/it]
 77%|███████▋  | 35880/46302 [38:01:22<11:02:46,  3.82s/it]
 77%|███████▋  | 35881/46302 [38:01:26<11:02:34,  3.81s/it]
 77%|███████▋  | 35882/46302 [38:01:29<11:02:37,  3.82s/it]
 77%|███████▋  | 35883/46302 [38:01:33<11:02:34,  3.82s/it]
 77%|███████▋  | 35884/46302 [38:01:37<11:02:37,  3.82s/it]
 78%|███████▊  | 35885/46302 [38:01:41<11:02:29,  3.82s/it]
 78%|███████▊  | 35886/46302 [38:01:45<11:02:20,  3.82s/it]
 78%|███████▊  | 35887/46302 [38:01:48<11:02:22,  3.82s/it]
 78%|███████▊  | 35888/46302 [38:01:52<11:02:22,  3.82s/it]
 78%|███████▊  | 35889/46302 [38:01:56<11:02:08,  3.82s/it]
 78%|███████▊  | 35890/46302 [38:02:00<11:02:01,  3.81s/it]
 78%|███████▊  | 35891/46302 [38:02:04<11:02:00,  3.82s/it]
 78%|███████▊  | 35892/46302 [38:02:08<11:01:33,  3.81s/it]
 78%|███████▊  | 35893/46302 [38:02:11<11:01:34,  3.81s/it]
 78%|███████▊  | 35894/46302 [38:02:15<11:01:42,  3.81s/it]
 78%|███████▊  | 35895/46302 [38:02:19<11:01:30,  3.81s/it]
 78%|███████▊  | 35896/46302 [38:02:23<11:01:35,  3.81s/it]
 78%|███████▊  | 35897/46302 [38:02:27<11:01:24,  3.81s/it]
 78%|███████▊  | 35898/46302 [38:02:30<11:01:20,  3.81s/it]
 78%|███████▊  | 35899/46302 [38:02:34<11:01:15,  3.81s/it]
 78%|███████▊  | 35900/46302 [38:02:38<11:01:10,  3.81s/it]
 78%|███████▊  | 35901/46302 [38:02:42<11:01:18,  3.81s/it]
 78%|███████▊  | 35902/46302 [38:02:46<11:01:25,  3.82s/it]
 78%|███████▊  | 35903/46302 [38:02:49<11:01:28,  3.82s/it]
 78%|███████▊  | 35904/46302 [38:02:53<11:01:20,  3.82s/it]
 78%|███████▊  | 35905/46302 [38:02:57<11:01:10,  3.82s/it]
 78%|███████▊  | 35906/46302 [38:03:01<11:01:13,  3.82s/it]
 78%|███████▊  | 35907/46302 [38:03:05<11:01:05,  3.82s/it]
 78%|███████▊  | 35908/46302 [38:03:09<11:00:53,  3.82s/it]
 78%|███████▊  | 35909/46302 [38:03:12<11:00:47,  3.81s/it]
 78%|███████▊  | 35910/46302 [38:03:16<11:00:46,  3.82s/it]
 78%|███████▊  | 35911/46302 [38:03:20<11:00:50,  3.82s/it]
 78%|███████▊  | 35912/46302 [38:03:24<11:00:44,  3.82s/it]
 78%|███████▊  | 35913/46302 [38:03:28<11:00:41,  3.82s/it]
 78%|███████▊  | 35914/46302 [38:03:31<11:00:27,  3.81s/it]
 78%|███████▊  | 35915/46302 [38:03:35<11:00:17,  3.81s/it]
 78%|███████▊  | 35916/46302 [38:03:39<11:00:05,  3.81s/it]
 78%|███████▊  | 35917/46302 [38:03:43<10:59:56,  3.81s/it]
 78%|███████▊  | 35918/46302 [38:03:47<10:59:48,  3.81s/it]
 78%|███████▊  | 35919/46302 [38:03:51<11:00:00,  3.81s/it]
 78%|███████▊  | 35920/46302 [38:03:54<11:00:01,  3.81s/it]
 78%|███████▊  | 35921/46302 [38:03:58<10:59:59,  3.81s/it]
 78%|███████▊  | 35922/46302 [38:04:02<10:59:57,  3.81s/it]
 78%|███████▊  | 35923/46302 [38:04:06<11:00:03,  3.82s/it]
 78%|███████▊  | 35924/46302 [38:04:10<10:59:54,  3.82s/it]
 78%|███████▊  | 35925/46302 [38:04:13<10:59:59,  3.82s/it]
 78%|███████▊  | 35926/46302 [38:04:17<10:59:50,  3.82s/it]
 78%|███████▊  | 35927/46302 [38:04:21<10:59:44,  3.82s/it]
 78%|███████▊  | 35928/46302 [38:04:25<10:59:46,  3.82s/it]
 78%|███████▊  | 35929/46302 [38:04:29<10:59:51,  3.82s/it]
 78%|███████▊  | 35930/46302 [38:04:33<10:59:53,  3.82s/it]
 78%|███████▊  | 35931/46302 [38:04:36<10:59:51,  3.82s/it]
 78%|███████▊  | 35932/46302 [38:04:40<10:59:30,  3.82s/it]
 78%|███████▊  | 35933/46302 [38:04:44<10:59:29,  3.82s/it]
 78%|███████▊  | 35934/46302 [38:04:48<10:59:22,  3.82s/it]
 78%|███████▊  | 35935/46302 [38:04:52<10:59:18,  3.82s/it]
 78%|███████▊  | 35936/46302 [38:04:55<10:59:04,  3.81s/it]
 78%|███████▊  | 35937/46302 [38:04:59<10:58:54,  3.81s/it]
 78%|███████▊  | 35938/46302 [38:05:03<10:58:44,  3.81s/it]
 78%|███████▊  | 35939/46302 [38:05:07<10:58:34,  3.81s/it]
 78%|███████▊  | 35940/46302 [38:05:11<10:58:32,  3.81s/it]
 78%|███████▊  | 35941/46302 [38:05:14<10:58:28,  3.81s/it]
 78%|███████▊  | 35942/46302 [38:05:18<10:58:39,  3.81s/it]
 78%|███████▊  | 35943/46302 [38:05:22<10:58:34,  3.81s/it]
 78%|███████▊  | 35944/46302 [38:05:26<10:58:38,  3.82s/it]
 78%|███████▊  | 35945/46302 [38:05:30<10:58:35,  3.82s/it]
 78%|███████▊  | 35946/46302 [38:05:34<10:58:34,  3.82s/it]
 78%|███████▊  | 35947/46302 [38:05:37<10:58:16,  3.81s/it]
 78%|███████▊  | 35948/46302 [38:05:41<10:58:20,  3.81s/it]
 78%|███████▊  | 35949/46302 [38:05:45<10:58:26,  3.82s/it]
 78%|███████▊  | 35950/46302 [38:05:49<10:58:31,  3.82s/it]
 78%|███████▊  | 35951/46302 [38:05:53<10:58:20,  3.82s/it]
 78%|███████▊  | 35952/46302 [38:05:56<10:58:06,  3.82s/it]
 78%|███████▊  | 35953/46302 [38:06:00<10:58:10,  3.82s/it]
 78%|███████▊  | 35954/46302 [38:06:04<10:58:14,  3.82s/it]
 78%|███████▊  | 35955/46302 [38:06:08<10:58:11,  3.82s/it]
 78%|███████▊  | 35956/46302 [38:06:12<10:58:11,  3.82s/it]
 78%|███████▊  | 35957/46302 [38:06:16<10:58:05,  3.82s/it]
 78%|███████▊  | 35958/46302 [38:06:19<10:58:04,  3.82s/it]
 78%|███████▊  | 35959/46302 [38:06:23<10:57:55,  3.82s/it]
 78%|███████▊  | 35960/46302 [38:06:27<10:57:43,  3.82s/it]
 78%|███████▊  | 35961/46302 [38:06:31<10:57:42,  3.82s/it]
 78%|███████▊  | 35962/46302 [38:06:35<10:57:40,  3.82s/it]
 78%|███████▊  | 35963/46302 [38:06:38<10:57:36,  3.82s/it]
 78%|███████▊  | 35964/46302 [38:06:42<10:57:25,  3.82s/it]
 78%|███████▊  | 35965/46302 [38:06:46<10:57:10,  3.81s/it]
 78%|███████▊  | 35966/46302 [38:06:50<10:57:02,  3.81s/it]
 78%|███████▊  | 35967/46302 [38:06:54<10:56:58,  3.81s/it]
 78%|███████▊  | 35968/46302 [38:06:57<10:56:53,  3.81s/it]
 78%|███████▊  | 35969/46302 [38:07:01<10:56:37,  3.81s/it]
 78%|███████▊  | 35970/46302 [38:07:05<10:56:39,  3.81s/it]
 78%|███████▊  | 35971/46302 [38:07:09<10:56:28,  3.81s/it]
 78%|███████▊  | 35972/46302 [38:07:13<10:56:29,  3.81s/it]
 78%|███████▊  | 35973/46302 [38:07:17<10:56:27,  3.81s/it]
 78%|███████▊  | 35974/46302 [38:07:20<10:56:20,  3.81s/it]
 78%|███████▊  | 35975/46302 [38:07:24<10:56:27,  3.81s/it]
 78%|███████▊  | 35976/46302 [38:07:28<10:56:31,  3.81s/it]
 78%|███████▊  | 35977/46302 [38:07:32<10:56:36,  3.82s/it]
 78%|███████▊  | 35978/46302 [38:07:36<10:56:46,  3.82s/it]
 78%|███████▊  | 35979/46302 [38:07:39<10:56:37,  3.82s/it]
 78%|███████▊  | 35980/46302 [38:07:43<10:56:41,  3.82s/it]
 78%|███████▊  | 35981/46302 [38:07:47<10:56:50,  3.82s/it]
 78%|███████▊  | 35982/46302 [38:07:51<10:56:57,  3.82s/it]
 78%|███████▊  | 35983/46302 [38:07:55<10:57:04,  3.82s/it]
 78%|███████▊  | 35984/46302 [38:07:59<10:56:56,  3.82s/it]
 78%|███████▊  | 35985/46302 [38:08:02<10:56:59,  3.82s/it]
 78%|███████▊  | 35986/46302 [38:08:06<10:56:52,  3.82s/it]
 78%|███████▊  | 35987/46302 [38:08:10<10:56:35,  3.82s/it]
 78%|███████▊  | 35988/46302 [38:08:14<10:56:36,  3.82s/it]
 78%|███████▊  | 35989/46302 [38:08:18<10:56:29,  3.82s/it]
 78%|███████▊  | 35990/46302 [38:08:21<10:56:13,  3.82s/it]
 78%|███████▊  | 35991/46302 [38:08:25<10:56:12,  3.82s/it]
 78%|███████▊  | 35992/46302 [38:08:29<10:56:02,  3.82s/it]
 78%|███████▊  | 35993/46302 [38:08:33<10:56:05,  3.82s/it]
 78%|███████▊  | 35994/46302 [38:08:37<10:56:11,  3.82s/it]
 78%|███████▊  | 35995/46302 [38:08:41<10:56:04,  3.82s/it]
 78%|███████▊  | 35996/46302 [38:08:44<10:56:08,  3.82s/it]
 78%|███████▊  | 35997/46302 [38:08:48<10:56:10,  3.82s/it]
 78%|███████▊  | 35998/46302 [38:08:52<10:56:11,  3.82s/it]
 78%|███████▊  | 35999/46302 [38:08:56<10:56:10,  3.82s/it]
 78%|███████▊  | 36000/46302 [38:09:00<10:56:08,  3.82s/it]
                                                           
{'loss': 3.1267, 'learning_rate': 0.0011370358924550792, 'epoch': 0.78}

 78%|███████▊  | 36000/46302 [38:09:00<10:56:08,  3.82s/it]
 78%|███████▊  | 36001/46302 [38:09:03<10:56:09,  3.82s/it]
 78%|███████▊  | 36002/46302 [38:09:07<10:55:52,  3.82s/it]
 78%|███████▊  | 36003/46302 [38:09:11<10:55:42,  3.82s/it]
 78%|███████▊  | 36004/46302 [38:09:15<10:55:40,  3.82s/it]
 78%|███████▊  | 36005/46302 [38:09:19<10:55:40,  3.82s/it]
 78%|███████▊  | 36006/46302 [38:09:23<10:55:32,  3.82s/it]
 78%|███████▊  | 36007/46302 [38:09:26<10:55:33,  3.82s/it]
 78%|███████▊  | 36008/46302 [38:09:30<10:55:24,  3.82s/it]
 78%|███████▊  | 36009/46302 [38:09:34<10:55:15,  3.82s/it]
 78%|███████▊  | 36010/46302 [38:09:38<10:55:11,  3.82s/it]
 78%|███████▊  | 36011/46302 [38:09:42<10:55:10,  3.82s/it]
 78%|███████▊  | 36012/46302 [38:09:46<10:55:15,  3.82s/it]
 78%|███████▊  | 36013/46302 [38:09:49<10:55:06,  3.82s/it]
 78%|███████▊  | 36014/46302 [38:09:53<10:55:06,  3.82s/it]
 78%|███████▊  | 36015/46302 [38:09:57<10:55:02,  3.82s/it]
 78%|███████▊  | 36016/46302 [38:10:01<10:54:51,  3.82s/it]
 78%|███████▊  | 36017/46302 [38:10:05<10:54:44,  3.82s/it]
 78%|███████▊  | 36018/46302 [38:10:08<10:54:34,  3.82s/it]
 78%|███████▊  | 36019/46302 [38:10:12<10:54:30,  3.82s/it]
 78%|███████▊  | 36020/46302 [38:10:16<10:54:34,  3.82s/it]
 78%|███████▊  | 36021/46302 [38:10:20<10:54:39,  3.82s/it]
 78%|███████▊  | 36022/46302 [38:10:24<10:54:40,  3.82s/it]
 78%|███████▊  | 36023/46302 [38:10:28<10:54:34,  3.82s/it]
 78%|███████▊  | 36024/46302 [38:10:31<10:54:22,  3.82s/it]
 78%|███████▊  | 36025/46302 [38:10:35<10:54:07,  3.82s/it]
 78%|███████▊  | 36026/46302 [38:10:39<10:54:11,  3.82s/it]
 78%|███████▊  | 36027/46302 [38:10:43<10:54:16,  3.82s/it]
 78%|███████▊  | 36028/46302 [38:10:47<10:54:13,  3.82s/it]
 78%|███████▊  | 36029/46302 [38:10:50<10:54:12,  3.82s/it]
 78%|███████▊  | 36030/46302 [38:10:54<10:54:03,  3.82s/it]
 78%|███████▊  | 36031/46302 [38:10:58<10:53:55,  3.82s/it]
 78%|███████▊  | 36032/46302 [38:11:02<10:53:51,  3.82s/it]
 78%|███████▊  | 36033/46302 [38:11:06<10:53:53,  3.82s/it]
 78%|███████▊  | 36034/46302 [38:11:10<10:53:47,  3.82s/it]
 78%|███████▊  | 36035/46302 [38:11:13<10:53:37,  3.82s/it]
 78%|███████▊  | 36036/46302 [38:11:17<10:53:27,  3.82s/it]
 78%|███████▊  | 36037/46302 [38:11:21<10:53:13,  3.82s/it]
 78%|███████▊  | 36038/46302 [38:11:25<10:53:17,  3.82s/it]
 78%|███████▊  | 36039/46302 [38:11:29<10:53:24,  3.82s/it]
 78%|███████▊  | 36040/46302 [38:11:32<10:53:25,  3.82s/it]
 78%|███████▊  | 36041/46302 [38:11:36<10:53:07,  3.82s/it]
 78%|███████▊  | 36042/46302 [38:11:40<10:53:00,  3.82s/it]
 78%|███████▊  | 36043/46302 [38:11:44<10:53:04,  3.82s/it]
 78%|███████▊  | 36044/46302 [38:11:48<10:52:53,  3.82s/it]
 78%|███████▊  | 36045/46302 [38:11:52<10:52:51,  3.82s/it]
 78%|███████▊  | 36046/46302 [38:11:55<10:52:51,  3.82s/it]
 78%|███████▊  | 36047/46302 [38:11:59<10:52:55,  3.82s/it]
 78%|███████▊  | 36048/46302 [38:12:03<10:52:47,  3.82s/it]
 78%|███████▊  | 36049/46302 [38:12:07<10:52:48,  3.82s/it]
 78%|███████▊  | 36050/46302 [38:12:11<10:52:32,  3.82s/it]
 78%|███████▊  | 36051/46302 [38:12:14<10:52:18,  3.82s/it]
 78%|███████▊  | 36052/46302 [38:12:18<10:52:07,  3.82s/it]
 78%|███████▊  | 36053/46302 [38:12:22<10:52:10,  3.82s/it]
 78%|███████▊  | 36054/46302 [38:12:26<10:52:15,  3.82s/it]
 78%|███████▊  | 36055/46302 [38:12:30<10:52:05,  3.82s/it]
 78%|███████▊  | 36056/46302 [38:12:34<10:51:56,  3.82s/it]
 78%|███████▊  | 36057/46302 [38:12:37<10:51:46,  3.82s/it]
 78%|███████▊  | 36058/46302 [38:12:41<10:51:46,  3.82s/it]
 78%|███████▊  | 36059/46302 [38:12:45<10:52:00,  3.82s/it]
 78%|███████▊  | 36060/46302 [38:12:49<10:52:04,  3.82s/it]
 78%|███████▊  | 36061/46302 [38:12:53<10:51:54,  3.82s/it]
 78%|███████▊  | 36062/46302 [38:12:56<10:51:40,  3.82s/it]
 78%|███████▊  | 36063/46302 [38:13:00<10:51:28,  3.82s/it]
 78%|███████▊  | 36064/46302 [38:13:04<10:51:27,  3.82s/it]
 78%|███████▊  | 36065/46302 [38:13:08<10:51:33,  3.82s/it]
 78%|███████▊  | 36066/46302 [38:13:12<10:51:34,  3.82s/it]
 78%|███████▊  | 36067/46302 [38:13:16<10:51:12,  3.82s/it]
 78%|███████▊  | 36068/46302 [38:13:19<10:51:13,  3.82s/it]
 78%|███████▊  | 36069/46302 [38:13:23<10:51:14,  3.82s/it]
 78%|███████▊  | 36070/46302 [38:13:27<10:51:05,  3.82s/it]
 78%|███████▊  | 36071/46302 [38:13:31<10:50:57,  3.82s/it]
 78%|███████▊  | 36072/46302 [38:13:35<10:51:03,  3.82s/it]
 78%|███████▊  | 36073/46302 [38:13:38<10:51:01,  3.82s/it]
 78%|███████▊  | 36074/46302 [38:13:42<10:51:07,  3.82s/it]
 78%|███████▊  | 36075/46302 [38:13:46<10:51:07,  3.82s/it]
 78%|███████▊  | 36076/46302 [38:13:50<10:51:10,  3.82s/it]
 78%|███████▊  | 36077/46302 [38:13:54<10:50:55,  3.82s/it]
 78%|███████▊  | 36078/46302 [38:13:58<10:50:51,  3.82s/it]
 78%|███████▊  | 36079/46302 [38:14:01<10:50:41,  3.82s/it]
 78%|███████▊  | 36080/46302 [38:14:05<10:50:44,  3.82s/it]
 78%|███████▊  | 36081/46302 [38:14:09<10:50:46,  3.82s/it]
 78%|███████▊  | 36082/46302 [38:14:13<10:50:51,  3.82s/it]
 78%|███████▊  | 36083/46302 [38:14:17<10:50:44,  3.82s/it]
 78%|███████▊  | 36084/46302 [38:14:21<10:50:43,  3.82s/it]
 78%|███████▊  | 36085/46302 [38:14:24<10:50:38,  3.82s/it]
 78%|███████▊  | 36086/46302 [38:14:28<10:50:21,  3.82s/it]
 78%|███████▊  | 36087/46302 [38:14:32<10:50:24,  3.82s/it]
 78%|███████▊  | 36088/46302 [38:14:36<10:50:21,  3.82s/it]
 78%|███████▊  | 36089/46302 [38:14:40<10:50:13,  3.82s/it]
 78%|███████▊  | 36090/46302 [38:14:43<10:50:11,  3.82s/it]
 78%|███████▊  | 36091/46302 [38:14:47<10:50:10,  3.82s/it]
 78%|███████▊  | 36092/46302 [38:14:51<10:50:15,  3.82s/it]
 78%|███████▊  | 36093/46302 [38:14:55<10:50:25,  3.82s/it]
 78%|███████▊  | 36094/46302 [38:14:59<10:50:18,  3.82s/it]
 78%|███████▊  | 36095/46302 [38:15:03<10:50:12,  3.82s/it]
 78%|███████▊  | 36096/46302 [38:15:06<10:50:09,  3.82s/it]
 78%|███████▊  | 36097/46302 [38:15:10<10:50:02,  3.82s/it]
 78%|███████▊  | 36098/46302 [38:15:14<10:49:43,  3.82s/it]
 78%|███████▊  | 36099/46302 [38:15:18<10:48:48,  3.82s/it]
 78%|███████▊  | 36100/46302 [38:15:22<10:49:16,  3.82s/it]
 78%|███████▊  | 36101/46302 [38:15:25<10:49:30,  3.82s/it]
 78%|███████▊  | 36102/46302 [38:15:29<10:49:35,  3.82s/it]
 78%|███████▊  | 36103/46302 [38:15:33<10:49:20,  3.82s/it]
 78%|███████▊  | 36104/46302 [38:15:37<10:49:23,  3.82s/it]
 78%|███████▊  | 36105/46302 [38:15:41<10:49:24,  3.82s/it]
 78%|███████▊  | 36106/46302 [38:15:45<10:49:21,  3.82s/it]
 78%|███████▊  | 36107/46302 [38:15:48<10:49:11,  3.82s/it]
 78%|███████▊  | 36108/46302 [38:15:52<10:48:54,  3.82s/it]
 78%|███████▊  | 36109/46302 [38:15:56<10:49:02,  3.82s/it]
 78%|███████▊  | 36110/46302 [38:16:00<10:49:05,  3.82s/it]
 78%|███████▊  | 36111/46302 [38:16:04<10:48:56,  3.82s/it]
 78%|███████▊  | 36112/46302 [38:16:07<10:48:59,  3.82s/it]
 78%|███████▊  | 36113/46302 [38:16:11<10:48:54,  3.82s/it]
 78%|███████▊  | 36114/46302 [38:16:15<10:48:57,  3.82s/it]
 78%|███████▊  | 36115/46302 [38:16:19<10:49:00,  3.82s/it]
 78%|███████▊  | 36116/46302 [38:16:23<10:48:53,  3.82s/it]
 78%|███████▊  | 36117/46302 [38:16:27<10:48:58,  3.82s/it]
 78%|███████▊  | 36118/46302 [38:16:30<10:48:36,  3.82s/it]
 78%|███████▊  | 36119/46302 [38:16:34<10:48:43,  3.82s/it]
 78%|███████▊  | 36120/46302 [38:16:38<10:48:40,  3.82s/it]
 78%|███████▊  | 36121/46302 [38:16:42<10:48:34,  3.82s/it]
 78%|███████▊  | 36122/46302 [38:16:46<10:48:18,  3.82s/it]
 78%|███████▊  | 36123/46302 [38:16:50<10:48:19,  3.82s/it]
 78%|███████▊  | 36124/46302 [38:16:53<10:48:12,  3.82s/it]
 78%|███████▊  | 36125/46302 [38:16:57<10:48:10,  3.82s/it]
 78%|███████▊  | 36126/46302 [38:17:01<10:48:12,  3.82s/it]
 78%|███████▊  | 36127/46302 [38:17:05<10:48:10,  3.82s/it]
 78%|███████▊  | 36128/46302 [38:17:09<10:48:10,  3.82s/it]
 78%|███████▊  | 36129/46302 [38:17:12<10:48:03,  3.82s/it]
 78%|███████▊  | 36130/46302 [38:17:16<10:48:03,  3.82s/it]
 78%|███████▊  | 36131/46302 [38:17:20<10:48:01,  3.82s/it]
 78%|███████▊  | 36132/46302 [38:17:24<10:47:58,  3.82s/it]
 78%|███████▊  | 36133/46302 [38:17:28<10:47:41,  3.82s/it]
 78%|███████▊  | 36134/46302 [38:17:32<10:47:22,  3.82s/it]
 78%|███████▊  | 36135/46302 [38:17:35<10:47:05,  3.82s/it]
 78%|███████▊  | 36136/46302 [38:17:39<10:47:19,  3.82s/it]
 78%|███████▊  | 36137/46302 [38:17:43<10:47:20,  3.82s/it]
 78%|███████▊  | 36138/46302 [38:17:47<10:47:10,  3.82s/it]
 78%|███████▊  | 36139/46302 [38:17:51<10:47:13,  3.82s/it]
 78%|███████▊  | 36140/46302 [38:17:54<10:47:10,  3.82s/it]
 78%|███████▊  | 36141/46302 [38:17:58<10:47:10,  3.82s/it]
 78%|███████▊  | 36142/46302 [38:18:02<10:46:59,  3.82s/it]
 78%|███████▊  | 36143/46302 [38:18:06<10:46:59,  3.82s/it]
 78%|███████▊  | 36144/46302 [38:18:10<10:46:52,  3.82s/it]
 78%|███████▊  | 36145/46302 [38:18:14<10:46:47,  3.82s/it]
 78%|███████▊  | 36146/46302 [38:18:17<10:46:51,  3.82s/it]
 78%|███████▊  | 36147/46302 [38:18:21<10:46:56,  3.82s/it]
 78%|███████▊  | 36148/46302 [38:18:25<10:46:57,  3.82s/it]
 78%|███████▊  | 36149/46302 [38:18:29<10:46:55,  3.82s/it]
 78%|███████▊  | 36150/46302 [38:18:33<10:47:06,  3.82s/it]
 78%|███████▊  | 36151/46302 [38:18:37<10:47:00,  3.82s/it]
 78%|███████▊  | 36152/46302 [38:18:40<10:46:50,  3.82s/it]
 78%|███████▊  | 36153/46302 [38:18:44<10:46:33,  3.82s/it]
 78%|███████▊  | 36154/46302 [38:18:48<10:46:18,  3.82s/it]
 78%|███████▊  | 36155/46302 [38:18:52<10:46:19,  3.82s/it]
 78%|███████▊  | 36156/46302 [38:18:56<10:46:04,  3.82s/it]
 78%|███████▊  | 36157/46302 [38:18:59<10:46:05,  3.82s/it]
 78%|███████▊  | 36158/46302 [38:19:03<10:46:06,  3.82s/it]
 78%|███████▊  | 36159/46302 [38:19:07<10:45:52,  3.82s/it]
 78%|███████▊  | 36160/46302 [38:19:11<10:45:53,  3.82s/it]
 78%|███████▊  | 36161/46302 [38:19:15<10:45:59,  3.82s/it]
 78%|███████▊  | 36162/46302 [38:19:19<10:45:54,  3.82s/it]
 78%|███████▊  | 36163/46302 [38:19:22<10:45:41,  3.82s/it]
 78%|███████▊  | 36164/46302 [38:19:26<10:45:47,  3.82s/it]
 78%|███████▊  | 36165/46302 [38:19:30<10:45:42,  3.82s/it]
 78%|███████▊  | 36166/46302 [38:19:34<10:45:35,  3.82s/it]
 78%|███████▊  | 36167/46302 [38:19:38<10:45:30,  3.82s/it]
 78%|███████▊  | 36168/46302 [38:19:42<10:45:26,  3.82s/it]
 78%|███████▊  | 36169/46302 [38:19:45<10:45:14,  3.82s/it]
 78%|███████▊  | 36170/46302 [38:19:49<10:45:22,  3.82s/it]
 78%|███████▊  | 36171/46302 [38:19:53<10:45:25,  3.82s/it]
 78%|███████▊  | 36172/46302 [38:19:57<10:45:08,  3.82s/it]
 78%|███████▊  | 36173/46302 [38:20:01<10:44:58,  3.82s/it]
 78%|███████▊  | 36174/46302 [38:20:04<10:45:03,  3.82s/it]
 78%|███████▊  | 36175/46302 [38:20:08<10:45:04,  3.82s/it]
 78%|███████▊  | 36176/46302 [38:20:12<10:45:10,  3.82s/it]
 78%|███████▊  | 36177/46302 [38:20:16<10:45:05,  3.82s/it]
 78%|███████▊  | 36178/46302 [38:20:20<10:45:02,  3.82s/it]
 78%|███████▊  | 36179/46302 [38:20:24<10:45:00,  3.82s/it]
 78%|███████▊  | 36180/46302 [38:20:27<10:44:49,  3.82s/it]
 78%|███████▊  | 36181/46302 [38:20:31<10:44:41,  3.82s/it]
 78%|███████▊  | 36182/46302 [38:20:35<10:44:40,  3.82s/it]
 78%|███████▊  | 36183/46302 [38:20:39<10:44:33,  3.82s/it]
 78%|███████▊  | 36184/46302 [38:20:43<10:44:36,  3.82s/it]
 78%|███████▊  | 36185/46302 [38:20:46<10:44:25,  3.82s/it]
 78%|███████▊  | 36186/46302 [38:20:50<10:44:17,  3.82s/it]
 78%|███████▊  | 36187/46302 [38:20:54<10:44:15,  3.82s/it]
 78%|███████▊  | 36188/46302 [38:20:58<10:44:17,  3.82s/it]
 78%|███████▊  | 36189/46302 [38:21:02<10:44:15,  3.82s/it]
 78%|███████▊  | 36190/46302 [38:21:06<10:44:11,  3.82s/it]
 78%|███████▊  | 36191/46302 [38:21:09<10:44:06,  3.82s/it]
 78%|███████▊  | 36192/46302 [38:21:13<10:43:59,  3.82s/it]
 78%|███████▊  | 36193/46302 [38:21:17<10:43:45,  3.82s/it]
 78%|███████▊  | 36194/46302 [38:21:21<10:43:44,  3.82s/it]
 78%|███████▊  | 36195/46302 [38:21:25<10:43:29,  3.82s/it]
 78%|███████▊  | 36196/46302 [38:21:29<10:43:33,  3.82s/it]
 78%|███████▊  | 36197/46302 [38:21:32<10:43:30,  3.82s/it]
 78%|███████▊  | 36198/46302 [38:21:36<10:43:28,  3.82s/it]
 78%|███████▊  | 36199/46302 [38:21:40<10:43:28,  3.82s/it]
 78%|███████▊  | 36200/46302 [38:21:44<10:43:11,  3.82s/it]
 78%|███████▊  | 36201/46302 [38:21:48<10:43:09,  3.82s/it]
 78%|███████▊  | 36202/46302 [38:21:51<10:43:01,  3.82s/it]
 78%|███████▊  | 36203/46302 [38:21:55<10:42:50,  3.82s/it]
 78%|███████▊  | 36204/46302 [38:21:59<10:42:45,  3.82s/it]
 78%|███████▊  | 36205/46302 [38:22:03<10:42:47,  3.82s/it]
 78%|███████▊  | 36206/46302 [38:22:07<10:42:57,  3.82s/it]
 78%|███████▊  | 36207/46302 [38:22:11<10:42:58,  3.82s/it]
 78%|███████▊  | 36208/46302 [38:22:14<10:42:45,  3.82s/it]
 78%|███████▊  | 36209/46302 [38:22:18<10:42:41,  3.82s/it]
 78%|███████▊  | 36210/46302 [38:22:22<10:42:44,  3.82s/it]
 78%|███████▊  | 36211/46302 [38:22:26<10:42:26,  3.82s/it]
 78%|███████▊  | 36212/46302 [38:22:30<10:42:35,  3.82s/it]
 78%|███████▊  | 36213/46302 [38:22:33<10:42:29,  3.82s/it]
 78%|███████▊  | 36214/46302 [38:22:37<10:42:31,  3.82s/it]
 78%|███████▊  | 36215/46302 [38:22:41<10:42:20,  3.82s/it]
 78%|███████▊  | 36216/46302 [38:22:45<10:42:22,  3.82s/it]
 78%|███████▊  | 36217/46302 [38:22:49<10:42:20,  3.82s/it]
 78%|███████▊  | 36218/46302 [38:22:53<10:42:09,  3.82s/it]
 78%|███████▊  | 36219/46302 [38:22:56<10:42:06,  3.82s/it]
 78%|███████▊  | 36220/46302 [38:23:00<10:42:05,  3.82s/it]
 78%|███████▊  | 36221/46302 [38:23:04<10:42:07,  3.82s/it]
 78%|███████▊  | 36222/46302 [38:23:08<10:42:09,  3.82s/it]
 78%|███████▊  | 36223/46302 [38:23:12<10:42:00,  3.82s/it]
 78%|███████▊  | 36224/46302 [38:23:16<10:41:56,  3.82s/it]
 78%|███████▊  | 36225/46302 [38:23:19<10:41:58,  3.82s/it]
 78%|███████▊  | 36226/46302 [38:23:23<10:41:54,  3.82s/it]
 78%|███████▊  | 36227/46302 [38:23:27<10:41:34,  3.82s/it]
 78%|███████▊  | 36228/46302 [38:23:31<10:41:26,  3.82s/it]
 78%|███████▊  | 36229/46302 [38:23:35<10:41:29,  3.82s/it]
 78%|███████▊  | 36230/46302 [38:23:38<10:41:21,  3.82s/it]
 78%|███████▊  | 36231/46302 [38:23:42<10:41:07,  3.82s/it]
 78%|███████▊  | 36232/46302 [38:23:46<10:41:10,  3.82s/it]
 78%|███████▊  | 36233/46302 [38:23:50<10:40:59,  3.82s/it]
 78%|███████▊  | 36234/46302 [38:23:54<10:40:58,  3.82s/it]
 78%|███████▊  | 36235/46302 [38:23:58<10:40:59,  3.82s/it]
 78%|███████▊  | 36236/46302 [38:24:01<10:40:50,  3.82s/it]
 78%|███████▊  | 36237/46302 [38:24:05<10:40:46,  3.82s/it]
 78%|███████▊  | 36238/46302 [38:24:09<10:40:43,  3.82s/it]
 78%|███████▊  | 36239/46302 [38:24:13<10:40:40,  3.82s/it]
 78%|███████▊  | 36240/46302 [38:24:17<10:40:50,  3.82s/it]
 78%|███████▊  | 36241/46302 [38:24:20<10:40:54,  3.82s/it]
 78%|███████▊  | 36242/46302 [38:24:24<10:40:44,  3.82s/it]
 78%|███████▊  | 36243/46302 [38:24:28<10:40:35,  3.82s/it]
 78%|███████▊  | 36244/46302 [38:24:32<10:40:38,  3.82s/it]
 78%|███████▊  | 36245/46302 [38:24:36<10:40:38,  3.82s/it]
 78%|███████▊  | 36246/46302 [38:24:40<10:40:37,  3.82s/it]
 78%|███████▊  | 36247/46302 [38:24:43<10:40:41,  3.82s/it]
 78%|███████▊  | 36248/46302 [38:24:47<10:40:30,  3.82s/it]
 78%|███████▊  | 36249/46302 [38:24:51<10:40:11,  3.82s/it]
 78%|███████▊  | 36250/46302 [38:24:55<10:40:02,  3.82s/it]
 78%|███████▊  | 36251/46302 [38:24:59<10:40:02,  3.82s/it]
 78%|███████▊  | 36252/46302 [38:25:02<10:39:49,  3.82s/it]
 78%|███████▊  | 36253/46302 [38:25:06<10:39:44,  3.82s/it]
 78%|███████▊  | 36254/46302 [38:25:10<10:39:40,  3.82s/it]
 78%|███████▊  | 36255/46302 [38:25:14<10:39:44,  3.82s/it]
 78%|███████▊  | 36256/46302 [38:25:18<10:39:47,  3.82s/it]
 78%|███████▊  | 36257/46302 [38:25:22<10:39:31,  3.82s/it]
 78%|███████▊  | 36258/46302 [38:25:25<10:39:36,  3.82s/it]
 78%|███████▊  | 36259/46302 [38:25:29<10:39:22,  3.82s/it]
 78%|███████▊  | 36260/46302 [38:25:33<10:39:25,  3.82s/it]
 78%|███████▊  | 36261/46302 [38:25:37<10:39:19,  3.82s/it]
 78%|███████▊  | 36262/46302 [38:25:41<10:39:13,  3.82s/it]
 78%|███████▊  | 36263/46302 [38:25:45<10:39:17,  3.82s/it]
 78%|███████▊  | 36264/46302 [38:25:48<10:39:15,  3.82s/it]
 78%|███████▊  | 36265/46302 [38:25:52<10:39:17,  3.82s/it]
 78%|███████▊  | 36266/46302 [38:25:56<10:39:09,  3.82s/it]
 78%|███████▊  | 36267/46302 [38:26:00<10:38:49,  3.82s/it]
 78%|███████▊  | 36268/46302 [38:26:04<10:39:02,  3.82s/it]
 78%|███████▊  | 36269/46302 [38:26:07<10:39:00,  3.82s/it]
 78%|███████▊  | 36270/46302 [38:26:11<10:39:02,  3.82s/it]
 78%|███████▊  | 36271/46302 [38:26:15<10:38:54,  3.82s/it]
 78%|███████▊  | 36272/46302 [38:26:19<10:38:50,  3.82s/it]
 78%|███████▊  | 36273/46302 [38:26:23<10:38:43,  3.82s/it]
 78%|███████▊  | 36274/46302 [38:26:27<10:38:31,  3.82s/it]
 78%|███████▊  | 36275/46302 [38:26:30<10:38:16,  3.82s/it]
 78%|███████▊  | 36276/46302 [38:26:34<10:38:14,  3.82s/it]
 78%|███████▊  | 36277/46302 [38:26:38<10:38:13,  3.82s/it]
 78%|███████▊  | 36278/46302 [38:26:42<10:38:24,  3.82s/it]
 78%|███████▊  | 36279/46302 [38:26:46<10:38:20,  3.82s/it]
 78%|███████▊  | 36280/46302 [38:26:49<10:38:26,  3.82s/it]
 78%|███████▊  | 36281/46302 [38:26:53<10:38:24,  3.82s/it]
 78%|███████▊  | 36282/46302 [38:26:57<10:38:15,  3.82s/it]
 78%|███████▊  | 36283/46302 [38:27:01<10:38:09,  3.82s/it]
 78%|███████▊  | 36284/46302 [38:27:05<10:37:52,  3.82s/it]
 78%|███████▊  | 36285/46302 [38:27:09<10:37:49,  3.82s/it]
 78%|███████▊  | 36286/46302 [38:27:12<10:37:49,  3.82s/it]
 78%|███████▊  | 36287/46302 [38:27:16<10:37:38,  3.82s/it]
 78%|███████▊  | 36288/46302 [38:27:20<10:37:40,  3.82s/it]
 78%|███████▊  | 36289/46302 [38:27:24<10:37:33,  3.82s/it]
 78%|███████▊  | 36290/46302 [38:27:28<10:37:39,  3.82s/it]
 78%|███████▊  | 36291/46302 [38:27:31<10:37:39,  3.82s/it]
 78%|███████▊  | 36292/46302 [38:27:35<10:37:26,  3.82s/it]
 78%|███████▊  | 36293/46302 [38:27:39<10:37:22,  3.82s/it]
 78%|███████▊  | 36294/46302 [38:27:43<10:37:14,  3.82s/it]
 78%|███████▊  | 36295/46302 [38:27:47<10:37:04,  3.82s/it]
 78%|███████▊  | 36296/46302 [38:27:51<10:37:07,  3.82s/it]
 78%|███████▊  | 36297/46302 [38:27:54<10:36:50,  3.82s/it]
 78%|███████▊  | 36298/46302 [38:27:58<10:36:49,  3.82s/it]
 78%|███████▊  | 36299/46302 [38:28:02<10:36:34,  3.82s/it]
 78%|███████▊  | 36300/46302 [38:28:06<10:36:43,  3.82s/it]
 78%|███████▊  | 36301/46302 [38:28:10<10:36:35,  3.82s/it]
 78%|███████▊  | 36302/46302 [38:28:14<10:36:39,  3.82s/it]
 78%|███████▊  | 36303/46302 [38:28:17<10:36:37,  3.82s/it]
 78%|███████▊  | 36304/46302 [38:28:21<10:36:39,  3.82s/it]
 78%|███████▊  | 36305/46302 [38:28:25<10:36:28,  3.82s/it]
 78%|███████▊  | 36306/46302 [38:28:29<10:36:28,  3.82s/it]
 78%|███████▊  | 36307/46302 [38:28:33<10:36:25,  3.82s/it]
 78%|███████▊  | 36308/46302 [38:28:36<10:36:11,  3.82s/it]
 78%|███████▊  | 36309/46302 [38:28:40<10:35:55,  3.82s/it]
 78%|███████▊  | 36310/46302 [38:28:44<10:36:04,  3.82s/it]
 78%|███████▊  | 36311/46302 [38:28:48<10:36:01,  3.82s/it]
 78%|███████▊  | 36312/46302 [38:28:52<10:35:49,  3.82s/it]
 78%|███████▊  | 36313/46302 [38:28:56<10:35:46,  3.82s/it]
 78%|███████▊  | 36314/46302 [38:28:59<10:36:01,  3.82s/it]
 78%|███████▊  | 36315/46302 [38:29:03<10:35:55,  3.82s/it]
 78%|███████▊  | 36316/46302 [38:29:07<10:35:50,  3.82s/it]
 78%|███████▊  | 36317/46302 [38:29:11<10:35:40,  3.82s/it]
 78%|███████▊  | 36318/46302 [38:29:15<10:35:25,  3.82s/it]
 78%|███████▊  | 36319/46302 [38:29:18<10:35:25,  3.82s/it]
 78%|███████▊  | 36320/46302 [38:29:22<10:35:06,  3.82s/it]
 78%|███████▊  | 36321/46302 [38:29:26<10:35:03,  3.82s/it]
 78%|███████▊  | 36322/46302 [38:29:30<10:35:07,  3.82s/it]
 78%|███████▊  | 36323/46302 [38:29:34<10:35:07,  3.82s/it]
 78%|███████▊  | 36324/46302 [38:29:38<10:35:10,  3.82s/it]
 78%|███████▊  | 36325/46302 [38:29:41<10:35:11,  3.82s/it]
 78%|███████▊  | 36326/46302 [38:29:45<10:35:02,  3.82s/it]
 78%|███████▊  | 36327/46302 [38:29:49<10:35:00,  3.82s/it]
 78%|███████▊  | 36328/46302 [38:29:53<10:35:02,  3.82s/it]
 78%|███████▊  | 36329/46302 [38:29:57<10:34:48,  3.82s/it]
 78%|███████▊  | 36330/46302 [38:30:00<10:34:42,  3.82s/it]
 78%|███████▊  | 36331/46302 [38:30:04<10:34:40,  3.82s/it]
 78%|███████▊  | 36332/46302 [38:30:08<10:34:40,  3.82s/it]
 78%|███████▊  | 36333/46302 [38:30:12<10:34:28,  3.82s/it]
 78%|███████▊  | 36334/46302 [38:30:16<10:34:30,  3.82s/it]
 78%|███████▊  | 36335/46302 [38:30:20<10:34:19,  3.82s/it]
 78%|███████▊  | 36336/46302 [38:30:23<10:34:21,  3.82s/it]
 78%|███████▊  | 36337/46302 [38:30:27<10:34:22,  3.82s/it]
 78%|███████▊  | 36338/46302 [38:30:31<10:34:12,  3.82s/it]
 78%|███████▊  | 36339/46302 [38:30:35<10:34:03,  3.82s/it]
 78%|███████▊  | 36340/46302 [38:30:39<10:34:07,  3.82s/it]
 78%|███████▊  | 36341/46302 [38:30:42<10:34:05,  3.82s/it]
 78%|███████▊  | 36342/46302 [38:30:46<10:33:58,  3.82s/it]
 78%|███████▊  | 36343/46302 [38:30:50<10:33:52,  3.82s/it]
 78%|███████▊  | 36344/46302 [38:30:54<10:33:54,  3.82s/it]
 78%|███████▊  | 36345/46302 [38:30:58<10:33:56,  3.82s/it]
 78%|███████▊  | 36346/46302 [38:31:02<10:33:47,  3.82s/it]
 78%|███████▊  | 36347/46302 [38:31:05<10:33:47,  3.82s/it]
 79%|███████▊  | 36348/46302 [38:31:09<10:33:42,  3.82s/it]
 79%|███████▊  | 36349/46302 [38:31:13<10:33:38,  3.82s/it]
 79%|███████▊  | 36350/46302 [38:31:17<10:33:35,  3.82s/it]
 79%|███████▊  | 36351/46302 [38:31:21<10:33:11,  3.82s/it]
 79%|███████▊  | 36352/46302 [38:31:24<10:33:09,  3.82s/it]
 79%|███████▊  | 36353/46302 [38:31:28<10:33:09,  3.82s/it]
 79%|███████▊  | 36354/46302 [38:31:32<10:33:11,  3.82s/it]
 79%|███████▊  | 36355/46302 [38:31:36<10:32:52,  3.82s/it]
 79%|███████▊  | 36356/46302 [38:31:40<10:32:48,  3.82s/it]
 79%|███████▊  | 36357/46302 [38:31:44<10:32:46,  3.82s/it]
 79%|███████▊  | 36358/46302 [38:31:47<10:32:51,  3.82s/it]
 79%|███████▊  | 36359/46302 [38:31:51<10:32:45,  3.82s/it]
 79%|███████▊  | 36360/46302 [38:31:55<10:32:39,  3.82s/it]
 79%|███████▊  | 36361/46302 [38:31:59<10:32:39,  3.82s/it]
 79%|███████▊  | 36362/46302 [38:32:03<10:32:47,  3.82s/it]
 79%|███████▊  | 36363/46302 [38:32:06<10:32:32,  3.82s/it]
 79%|███████▊  | 36364/46302 [38:32:10<10:32:27,  3.82s/it]
 79%|███████▊  | 36365/46302 [38:32:14<10:32:26,  3.82s/it]
 79%|███████▊  | 36366/46302 [38:32:18<10:32:27,  3.82s/it]
 79%|███████▊  | 36367/46302 [38:32:22<10:32:13,  3.82s/it]
 79%|███████▊  | 36368/46302 [38:32:26<10:32:04,  3.82s/it]
 79%|███████▊  | 36369/46302 [38:32:29<10:32:09,  3.82s/it]
 79%|███████▊  | 36370/46302 [38:32:33<10:32:07,  3.82s/it]
 79%|███████▊  | 36371/46302 [38:32:37<10:32:10,  3.82s/it]
 79%|███████▊  | 36372/46302 [38:32:41<10:32:01,  3.82s/it]
 79%|███████▊  | 36373/46302 [38:32:45<10:32:04,  3.82s/it]
 79%|███████▊  | 36374/46302 [38:32:48<10:32:00,  3.82s/it]
 79%|███████▊  | 36375/46302 [38:32:52<10:31:54,  3.82s/it]
 79%|███████▊  | 36376/46302 [38:32:56<10:31:50,  3.82s/it]
 79%|███████▊  | 36377/46302 [38:33:00<10:31:40,  3.82s/it]
 79%|███████▊  | 36378/46302 [38:33:04<10:31:43,  3.82s/it]
 79%|███████▊  | 36379/46302 [38:33:08<10:31:41,  3.82s/it]
 79%|███████▊  | 36380/46302 [38:33:11<10:31:30,  3.82s/it]
 79%|███████▊  | 36381/46302 [38:33:15<10:31:31,  3.82s/it]
 79%|███████▊  | 36382/46302 [38:33:19<10:31:24,  3.82s/it]
 79%|███████▊  | 36383/46302 [38:33:23<10:31:31,  3.82s/it]
 79%|███████▊  | 36384/46302 [38:33:27<10:31:28,  3.82s/it]
 79%|███████▊  | 36385/46302 [38:33:30<10:31:12,  3.82s/it]
 79%|███████▊  | 36386/46302 [38:33:34<10:30:50,  3.82s/it]
 79%|███████▊  | 36387/46302 [38:33:38<10:30:49,  3.82s/it]
 79%|███████▊  | 36388/46302 [38:33:42<10:30:52,  3.82s/it]
 79%|███████▊  | 36389/46302 [38:33:46<10:30:52,  3.82s/it]
 79%|███████▊  | 36390/46302 [38:33:50<10:30:55,  3.82s/it]
 79%|███████▊  | 36391/46302 [38:33:53<10:30:45,  3.82s/it]
 79%|███████▊  | 36392/46302 [38:33:57<10:30:31,  3.82s/it]
 79%|███████▊  | 36393/46302 [38:34:01<10:30:36,  3.82s/it]
 79%|███████▊  | 36394/46302 [38:34:05<10:30:26,  3.82s/it]
 79%|███████▊  | 36395/46302 [38:34:09<10:30:32,  3.82s/it]
 79%|███████▊  | 36396/46302 [38:34:13<10:30:37,  3.82s/it]
 79%|███████▊  | 36397/46302 [38:34:16<10:30:39,  3.82s/it]
 79%|███████▊  | 36398/46302 [38:34:20<10:30:35,  3.82s/it]
 79%|███████▊  | 36399/46302 [38:34:24<10:30:29,  3.82s/it]
 79%|███████▊  | 36400/46302 [38:34:28<10:30:14,  3.82s/it]
 79%|███████▊  | 36401/46302 [38:34:32<10:29:59,  3.82s/it]
 79%|███████▊  | 36402/46302 [38:34:35<10:29:49,  3.82s/it]
 79%|███████▊  | 36403/46302 [38:34:39<10:29:46,  3.82s/it]
 79%|███████▊  | 36404/46302 [38:34:43<10:29:49,  3.82s/it]
 79%|███████▊  | 36405/46302 [38:34:47<10:29:33,  3.82s/it]
 79%|███████▊  | 36406/46302 [38:34:51<10:29:38,  3.82s/it]
 79%|███████▊  | 36407/46302 [38:34:55<10:29:43,  3.82s/it]
 79%|███████▊  | 36408/46302 [38:34:58<10:29:33,  3.82s/it]
 79%|███████▊  | 36409/46302 [38:35:02<10:29:32,  3.82s/it]
 79%|███████▊  | 36410/46302 [38:35:06<10:29:36,  3.82s/it]
 79%|███████▊  | 36411/46302 [38:35:10<10:29:11,  3.82s/it]
 79%|███████▊  | 36412/46302 [38:35:14<10:29:03,  3.82s/it]
 79%|███████▊  | 36413/46302 [38:35:17<10:29:01,  3.82s/it]
 79%|███████▊  | 36414/46302 [38:35:21<10:29:00,  3.82s/it]
 79%|███████▊  | 36415/46302 [38:35:25<10:28:55,  3.82s/it]
 79%|███████▊  | 36416/46302 [38:35:29<10:29:01,  3.82s/it]
 79%|███████▊  | 36417/46302 [38:35:33<10:29:09,  3.82s/it]
 79%|███████▊  | 36418/46302 [38:35:36<10:29:02,  3.82s/it]
 79%|███████▊  | 36419/46302 [38:35:40<10:28:55,  3.82s/it]
 79%|███████▊  | 36420/46302 [38:35:44<10:28:53,  3.82s/it]
 79%|███████▊  | 36421/46302 [38:35:48<10:28:38,  3.82s/it]
 79%|███████▊  | 36422/46302 [38:35:52<10:28:28,  3.82s/it]
 79%|███████▊  | 36423/46302 [38:35:56<10:28:20,  3.82s/it]
 79%|███████▊  | 36424/46302 [38:35:59<10:28:30,  3.82s/it]
 79%|███████▊  | 36425/46302 [38:36:03<10:28:26,  3.82s/it]
 79%|███████▊  | 36426/46302 [38:36:07<10:28:36,  3.82s/it]
 79%|███████▊  | 36427/46302 [38:36:11<10:28:31,  3.82s/it]
 79%|███████▊  | 36428/46302 [38:36:15<10:28:22,  3.82s/it]
 79%|███████▊  | 36429/46302 [38:36:18<10:28:04,  3.82s/it]
 79%|███████▊  | 36430/46302 [38:36:22<10:28:03,  3.82s/it]
 79%|███████▊  | 36431/46302 [38:36:26<10:27:57,  3.82s/it]
 79%|███████▊  | 36432/46302 [38:36:30<10:28:06,  3.82s/it]
 79%|███████▊  | 36433/46302 [38:36:34<10:28:17,  3.82s/it]
 79%|███████▊  | 36434/46302 [38:36:38<10:28:04,  3.82s/it]
 79%|███████▊  | 36435/46302 [38:36:41<10:27:48,  3.82s/it]
 79%|███████▊  | 36436/46302 [38:36:45<10:27:52,  3.82s/it]
 79%|███████▊  | 36437/46302 [38:36:49<10:27:52,  3.82s/it]
 79%|███████▊  | 36438/46302 [38:36:53<10:27:54,  3.82s/it]
 79%|███████▊  | 36439/46302 [38:36:57<10:27:42,  3.82s/it]
 79%|███████▊  | 36440/46302 [38:37:00<10:27:43,  3.82s/it]
 79%|███████▊  | 36441/46302 [38:37:04<10:27:43,  3.82s/it]
 79%|███████▊  | 36442/46302 [38:37:08<10:27:30,  3.82s/it]
 79%|███████▊  | 36443/46302 [38:37:12<10:27:23,  3.82s/it]
 79%|███████▊  | 36444/46302 [38:37:16<10:27:19,  3.82s/it]
 79%|███████▊  | 36445/46302 [38:37:20<10:27:14,  3.82s/it]
 79%|███████▊  | 36446/46302 [38:37:23<10:27:15,  3.82s/it]
 79%|███████▊  | 36447/46302 [38:37:27<10:27:06,  3.82s/it]
 79%|███████▊  | 36448/46302 [38:37:31<10:26:57,  3.82s/it]
 79%|███████▊  | 36449/46302 [38:37:35<10:27:03,  3.82s/it]
 79%|███████▊  | 36450/46302 [38:37:39<10:26:58,  3.82s/it]
 79%|███████▊  | 36451/46302 [38:37:42<10:27:04,  3.82s/it]
 79%|███████▊  | 36452/46302 [38:37:46<10:27:04,  3.82s/it]
 79%|███████▊  | 36453/46302 [38:37:50<10:27:00,  3.82s/it]
 79%|███████▊  | 36454/46302 [38:37:54<10:26:46,  3.82s/it]
 79%|███████▊  | 36455/46302 [38:37:58<10:26:41,  3.82s/it]
 79%|███████▊  | 36456/46302 [38:38:02<10:26:26,  3.82s/it]
 79%|███████▊  | 36457/46302 [38:38:05<10:26:25,  3.82s/it]
 79%|███████▊  | 36458/46302 [38:38:09<10:26:27,  3.82s/it]
 79%|███████▊  | 36459/46302 [38:38:13<10:26:27,  3.82s/it]
 79%|███████▊  | 36460/46302 [38:38:17<10:26:27,  3.82s/it]
 79%|███████▊  | 36461/46302 [38:38:21<10:26:31,  3.82s/it]
 79%|███████▊  | 36462/46302 [38:38:25<10:26:16,  3.82s/it]
 79%|███████▉  | 36463/46302 [38:38:28<10:26:13,  3.82s/it]
 79%|███████▉  | 36464/46302 [38:38:32<10:26:03,  3.82s/it]
 79%|███████▉  | 36465/46302 [38:38:36<10:26:04,  3.82s/it]
 79%|███████▉  | 36466/46302 [38:38:40<10:26:08,  3.82s/it]
 79%|███████▉  | 36467/46302 [38:38:44<10:26:08,  3.82s/it]
 79%|███████▉  | 36468/46302 [38:38:47<10:26:07,  3.82s/it]
 79%|███████▉  | 36469/46302 [38:38:51<10:26:09,  3.82s/it]
 79%|███████▉  | 36470/46302 [38:38:55<10:25:51,  3.82s/it]
 79%|███████▉  | 36471/46302 [38:38:59<10:25:39,  3.82s/it]
 79%|███████▉  | 36472/46302 [38:39:03<10:25:30,  3.82s/it]
 79%|███████▉  | 36473/46302 [38:39:07<10:25:35,  3.82s/it]
 79%|███████▉  | 36474/46302 [38:39:10<10:25:31,  3.82s/it]
 79%|███████▉  | 36475/46302 [38:39:14<10:25:32,  3.82s/it]
 79%|███████▉  | 36476/46302 [38:39:18<10:25:25,  3.82s/it]
 79%|███████▉  | 36477/46302 [38:39:22<10:25:19,  3.82s/it]
 79%|███████▉  | 36478/46302 [38:39:26<10:25:20,  3.82s/it]
 79%|███████▉  | 36479/46302 [38:39:29<10:25:20,  3.82s/it]
 79%|███████▉  | 36480/46302 [38:39:33<10:25:22,  3.82s/it]
 79%|███████▉  | 36481/46302 [38:39:37<10:25:19,  3.82s/it]
 79%|███████▉  | 36482/46302 [38:39:41<10:25:16,  3.82s/it]
 79%|███████▉  | 36483/46302 [38:39:45<10:24:56,  3.82s/it]
 79%|███████▉  | 36484/46302 [38:39:49<10:24:58,  3.82s/it]
 79%|███████▉  | 36485/46302 [38:39:52<10:24:56,  3.82s/it]
 79%|███████▉  | 36486/46302 [38:39:56<10:24:50,  3.82s/it]
 79%|███████▉  | 36487/46302 [38:40:00<10:24:48,  3.82s/it]
 79%|███████▉  | 36488/46302 [38:40:04<10:24:52,  3.82s/it]
 79%|███████▉  | 36489/46302 [38:40:08<10:24:49,  3.82s/it]
 79%|███████▉  | 36490/46302 [38:40:11<10:24:40,  3.82s/it]
 79%|███████▉  | 36491/46302 [38:40:15<10:24:35,  3.82s/it]
 79%|███████▉  | 36492/46302 [38:40:19<10:24:36,  3.82s/it]
 79%|███████▉  | 36493/46302 [38:40:23<10:24:22,  3.82s/it]
 79%|███████▉  | 36494/46302 [38:40:27<10:24:07,  3.82s/it]
 79%|███████▉  | 36495/46302 [38:40:31<10:24:00,  3.82s/it]
 79%|███████▉  | 36496/46302 [38:40:34<10:24:10,  3.82s/it]
 79%|███████▉  | 36497/46302 [38:40:38<10:24:01,  3.82s/it]
 79%|███████▉  | 36498/46302 [38:40:42<10:23:53,  3.82s/it]
 79%|███████▉  | 36499/46302 [38:40:46<10:24:08,  3.82s/it]
 79%|███████▉  | 36500/46302 [38:40:50<10:23:58,  3.82s/it]
                                                           
{'loss': 3.1242, 'learning_rate': 0.0010818506909187234, 'epoch': 0.79}

 79%|███████▉  | 36500/46302 [38:40:50<10:23:58,  3.82s/it]
 79%|███████▉  | 36501/46302 [38:40:53<10:24:05,  3.82s/it]
 79%|███████▉  | 36502/46302 [38:40:57<10:23:44,  3.82s/it]
 79%|███████▉  | 36503/46302 [38:41:01<10:23:30,  3.82s/it]
 79%|███████▉  | 36504/46302 [38:41:05<10:23:27,  3.82s/it]
 79%|███████▉  | 36505/46302 [38:41:09<10:23:12,  3.82s/it]
 79%|███████▉  | 36506/46302 [38:41:13<10:23:27,  3.82s/it]
 79%|███████▉  | 36507/46302 [38:41:16<10:23:27,  3.82s/it]
 79%|███████▉  | 36508/46302 [38:41:20<10:23:17,  3.82s/it]
 79%|███████▉  | 36509/46302 [38:41:24<10:23:06,  3.82s/it]
 79%|███████▉  | 36510/46302 [38:41:28<10:23:10,  3.82s/it]
 79%|███████▉  | 36511/46302 [38:41:32<10:23:14,  3.82s/it]
 79%|███████▉  | 36512/46302 [38:41:35<10:22:57,  3.82s/it]
 79%|███████▉  | 36513/46302 [38:41:39<10:23:02,  3.82s/it]
 79%|███████▉  | 36514/46302 [38:41:43<10:22:53,  3.82s/it]
 79%|███████▉  | 36515/46302 [38:41:47<10:22:54,  3.82s/it]
 79%|███████▉  | 36516/46302 [38:41:51<10:22:57,  3.82s/it]
 79%|███████▉  | 36517/46302 [38:41:55<10:22:50,  3.82s/it]
 79%|███████▉  | 36518/46302 [38:41:58<10:22:49,  3.82s/it]
 79%|███████▉  | 36519/46302 [38:42:02<10:22:49,  3.82s/it]
 79%|███████▉  | 36520/46302 [38:42:06<10:22:35,  3.82s/it]
 79%|███████▉  | 36521/46302 [38:42:10<10:22:40,  3.82s/it]
 79%|███████▉  | 36522/46302 [38:42:14<10:22:35,  3.82s/it]
 79%|███████▉  | 36523/46302 [38:42:17<10:22:29,  3.82s/it]
 79%|███████▉  | 36524/46302 [38:42:21<10:22:28,  3.82s/it]
 79%|███████▉  | 36525/46302 [38:42:25<10:22:21,  3.82s/it]
 79%|███████▉  | 36526/46302 [38:42:29<10:22:21,  3.82s/it]
 79%|███████▉  | 36527/46302 [38:42:33<10:22:14,  3.82s/it]
 79%|███████▉  | 36528/46302 [38:42:37<10:22:07,  3.82s/it]
 79%|███████▉  | 36529/46302 [38:42:40<10:22:06,  3.82s/it]
 79%|███████▉  | 36530/46302 [38:42:44<10:21:56,  3.82s/it]
 79%|███████▉  | 36531/46302 [38:42:48<10:21:43,  3.82s/it]
 79%|███████▉  | 36532/46302 [38:42:52<10:21:35,  3.82s/it]
 79%|███████▉  | 36533/46302 [38:42:56<10:21:31,  3.82s/it]
 79%|███████▉  | 36534/46302 [38:42:59<10:21:35,  3.82s/it]
 79%|███████▉  | 36535/46302 [38:43:03<10:21:37,  3.82s/it]
 79%|███████▉  | 36536/46302 [38:43:07<10:21:36,  3.82s/it]
 79%|███████▉  | 36537/46302 [38:43:11<10:21:30,  3.82s/it]
 79%|███████▉  | 36538/46302 [38:43:15<10:21:24,  3.82s/it]
 79%|███████▉  | 36539/46302 [38:43:19<10:21:26,  3.82s/it]
 79%|███████▉  | 36540/46302 [38:43:22<10:21:09,  3.82s/it]
 79%|███████▉  | 36541/46302 [38:43:26<10:21:03,  3.82s/it]
 79%|███████▉  | 36542/46302 [38:43:30<10:20:54,  3.82s/it]
 79%|███████▉  | 36543/46302 [38:43:34<10:20:50,  3.82s/it]
 79%|███████▉  | 36544/46302 [38:43:38<10:20:56,  3.82s/it]
 79%|███████▉  | 36545/46302 [38:43:41<10:21:02,  3.82s/it]
 79%|███████▉  | 36546/46302 [38:43:45<10:21:03,  3.82s/it]
 79%|███████▉  | 36547/46302 [38:43:49<10:21:05,  3.82s/it]
 79%|███████▉  | 36548/46302 [38:43:53<10:20:52,  3.82s/it]
 79%|███████▉  | 36549/46302 [38:43:57<10:20:54,  3.82s/it]
 79%|███████▉  | 36550/46302 [38:44:01<10:20:36,  3.82s/it]
 79%|███████▉  | 36551/46302 [38:44:04<10:20:18,  3.82s/it]
 79%|███████▉  | 36552/46302 [38:44:08<10:20:22,  3.82s/it]
 79%|███████▉  | 36553/46302 [38:44:12<10:20:24,  3.82s/it]
 79%|███████▉  | 36554/46302 [38:44:16<10:20:26,  3.82s/it]
 79%|███████▉  | 36555/46302 [38:44:20<10:20:28,  3.82s/it]
 79%|███████▉  | 36556/46302 [38:44:23<10:20:42,  3.82s/it]
 79%|███████▉  | 36557/46302 [38:44:27<10:20:41,  3.82s/it]
 79%|███████▉  | 36558/46302 [38:44:31<10:20:39,  3.82s/it]
 79%|███████▉  | 36559/46302 [38:44:35<10:20:42,  3.82s/it]
 79%|███████▉  | 36560/46302 [38:44:39<10:20:40,  3.82s/it]
 79%|███████▉  | 36561/46302 [38:44:43<10:20:33,  3.82s/it]
 79%|███████▉  | 36562/46302 [38:44:46<10:20:37,  3.82s/it]
 79%|███████▉  | 36563/46302 [38:44:50<10:20:30,  3.82s/it]
 79%|███████▉  | 36564/46302 [38:44:54<10:20:27,  3.82s/it]
 79%|███████▉  | 36565/46302 [38:44:58<10:20:27,  3.82s/it]
 79%|███████▉  | 36566/46302 [38:45:02<10:20:24,  3.82s/it]
 79%|███████▉  | 36567/46302 [38:45:06<10:20:11,  3.82s/it]
 79%|███████▉  | 36568/46302 [38:45:09<10:19:58,  3.82s/it]
 79%|███████▉  | 36569/46302 [38:45:13<10:19:33,  3.82s/it]
 79%|███████▉  | 36570/46302 [38:45:17<10:19:37,  3.82s/it]
 79%|███████▉  | 36571/46302 [38:45:21<10:19:36,  3.82s/it]
 79%|███████▉  | 36572/46302 [38:45:25<10:19:32,  3.82s/it]
 79%|███████▉  | 36573/46302 [38:45:28<10:19:34,  3.82s/it]
 79%|███████▉  | 36574/46302 [38:45:32<10:19:31,  3.82s/it]
 79%|███████▉  | 36575/46302 [38:45:36<10:19:35,  3.82s/it]
 79%|███████▉  | 36576/46302 [38:45:40<10:19:22,  3.82s/it]
 79%|███████▉  | 36577/46302 [38:45:44<10:19:21,  3.82s/it]
 79%|███████▉  | 36578/46302 [38:45:48<10:19:03,  3.82s/it]
 79%|███████▉  | 36579/46302 [38:45:51<10:18:59,  3.82s/it]
 79%|███████▉  | 36580/46302 [38:45:55<10:18:54,  3.82s/it]
 79%|███████▉  | 36581/46302 [38:45:59<10:18:59,  3.82s/it]
 79%|███████▉  | 36582/46302 [38:46:03<10:19:01,  3.82s/it]
 79%|███████▉  | 36583/46302 [38:46:07<10:19:02,  3.82s/it]
 79%|███████▉  | 36584/46302 [38:46:10<10:18:56,  3.82s/it]
 79%|███████▉  | 36585/46302 [38:46:14<10:18:59,  3.82s/it]
 79%|███████▉  | 36586/46302 [38:46:18<10:18:54,  3.82s/it]
 79%|███████▉  | 36587/46302 [38:46:22<10:19:00,  3.82s/it]
 79%|███████▉  | 36588/46302 [38:46:26<10:18:53,  3.82s/it]
 79%|███████▉  | 36589/46302 [38:46:30<10:19:01,  3.82s/it]
 79%|███████▉  | 36590/46302 [38:46:33<10:18:45,  3.82s/it]
 79%|███████▉  | 36591/46302 [38:46:37<10:18:40,  3.82s/it]
 79%|███████▉  | 36592/46302 [38:46:41<10:18:34,  3.82s/it]
 79%|███████▉  | 36593/46302 [38:46:45<10:18:32,  3.82s/it]
 79%|███████▉  | 36594/46302 [38:46:49<10:18:16,  3.82s/it]
 79%|███████▉  | 36595/46302 [38:46:53<10:18:19,  3.82s/it]
 79%|███████▉  | 36596/46302 [38:46:56<10:18:08,  3.82s/it]
 79%|███████▉  | 36597/46302 [38:47:00<10:18:08,  3.82s/it]
 79%|███████▉  | 36598/46302 [38:47:04<10:18:14,  3.82s/it]
 79%|███████▉  | 36599/46302 [38:47:08<10:18:12,  3.82s/it]
 79%|███████▉  | 36600/46302 [38:47:12<10:18:04,  3.82s/it]
 79%|███████▉  | 36601/46302 [38:47:15<10:17:56,  3.82s/it]
 79%|███████▉  | 36602/46302 [38:47:19<10:17:38,  3.82s/it]
 79%|███████▉  | 36603/46302 [38:47:23<10:17:36,  3.82s/it]
 79%|███████▉  | 36604/46302 [38:47:27<10:17:26,  3.82s/it]
 79%|███████▉  | 36605/46302 [38:47:31<10:17:13,  3.82s/it]
 79%|███████▉  | 36606/46302 [38:47:35<10:17:18,  3.82s/it]
 79%|███████▉  | 36607/46302 [38:47:38<10:17:25,  3.82s/it]
 79%|███████▉  | 36608/46302 [38:47:42<10:17:25,  3.82s/it]
 79%|███████▉  | 36609/46302 [38:47:46<10:17:20,  3.82s/it]
 79%|███████▉  | 36610/46302 [38:47:50<10:17:20,  3.82s/it]
 79%|███████▉  | 36611/46302 [38:47:54<10:17:09,  3.82s/it]
 79%|███████▉  | 36612/46302 [38:47:57<10:17:06,  3.82s/it]
 79%|███████▉  | 36613/46302 [38:48:01<10:17:10,  3.82s/it]
 79%|███████▉  | 36614/46302 [38:48:05<10:17:07,  3.82s/it]
 79%|███████▉  | 36615/46302 [38:48:09<10:16:51,  3.82s/it]
 79%|███████▉  | 36616/46302 [38:48:13<10:16:47,  3.82s/it]
 79%|███████▉  | 36617/46302 [38:48:17<10:16:48,  3.82s/it]
 79%|███████▉  | 36618/46302 [38:48:20<10:16:46,  3.82s/it]
 79%|███████▉  | 36619/46302 [38:48:24<10:16:37,  3.82s/it]
 79%|███████▉  | 36620/46302 [38:48:28<10:16:35,  3.82s/it]
 79%|███████▉  | 36621/46302 [38:48:32<10:16:28,  3.82s/it]
 79%|███████▉  | 36622/46302 [38:48:36<10:16:25,  3.82s/it]
 79%|███████▉  | 36623/46302 [38:48:40<10:16:24,  3.82s/it]
 79%|███████▉  | 36624/46302 [38:48:43<10:16:13,  3.82s/it]
 79%|███████▉  | 36625/46302 [38:48:47<10:16:09,  3.82s/it]
 79%|███████▉  | 36626/46302 [38:48:51<10:16:06,  3.82s/it]
 79%|███████▉  | 36627/46302 [38:48:55<10:15:55,  3.82s/it]
 79%|███████▉  | 36628/46302 [38:48:59<10:15:42,  3.82s/it]
 79%|███████▉  | 36629/46302 [38:49:02<10:15:38,  3.82s/it]
 79%|███████▉  | 36630/46302 [38:49:06<10:15:45,  3.82s/it]
 79%|███████▉  | 36631/46302 [38:49:10<10:15:40,  3.82s/it]
 79%|███████▉  | 36632/46302 [38:49:14<10:15:30,  3.82s/it]
 79%|███████▉  | 36633/46302 [38:49:18<10:15:37,  3.82s/it]
 79%|███████▉  | 36634/46302 [38:49:22<10:15:46,  3.82s/it]
 79%|███████▉  | 36635/46302 [38:49:25<10:15:36,  3.82s/it]
 79%|███████▉  | 36636/46302 [38:49:29<10:15:12,  3.82s/it]
 79%|███████▉  | 36637/46302 [38:49:33<10:15:20,  3.82s/it]
 79%|███████▉  | 36638/46302 [38:49:37<10:15:11,  3.82s/it]
 79%|███████▉  | 36639/46302 [38:49:41<10:14:51,  3.82s/it]
 79%|███████▉  | 36640/46302 [38:49:44<10:15:04,  3.82s/it]
 79%|███████▉  | 36641/46302 [38:49:48<10:15:02,  3.82s/it]
 79%|███████▉  | 36642/46302 [38:49:52<10:15:13,  3.82s/it]
 79%|███████▉  | 36643/46302 [38:49:56<10:15:07,  3.82s/it]
 79%|███████▉  | 36644/46302 [38:50:00<10:14:55,  3.82s/it]
 79%|███████▉  | 36645/46302 [38:50:04<10:14:52,  3.82s/it]
 79%|███████▉  | 36646/46302 [38:50:07<10:14:52,  3.82s/it]
 79%|███████▉  | 36647/46302 [38:50:11<10:15:07,  3.82s/it]
 79%|███████▉  | 36648/46302 [38:50:15<10:15:02,  3.82s/it]
 79%|███████▉  | 36649/46302 [38:50:19<10:14:55,  3.82s/it]
 79%|███████▉  | 36650/46302 [38:50:23<10:14:33,  3.82s/it]
 79%|███████▉  | 36651/46302 [38:50:26<10:14:36,  3.82s/it]
 79%|███████▉  | 36652/46302 [38:50:30<10:14:39,  3.82s/it]
 79%|███████▉  | 36653/46302 [38:50:34<10:14:40,  3.82s/it]
 79%|███████▉  | 36654/46302 [38:50:38<10:14:32,  3.82s/it]
 79%|███████▉  | 36655/46302 [38:50:42<10:14:32,  3.82s/it]
 79%|███████▉  | 36656/46302 [38:50:46<10:14:24,  3.82s/it]
 79%|███████▉  | 36657/46302 [38:50:49<10:14:15,  3.82s/it]
 79%|███████▉  | 36658/46302 [38:50:53<10:14:09,  3.82s/it]
 79%|███████▉  | 36659/46302 [38:50:57<10:14:15,  3.82s/it]
 79%|███████▉  | 36660/46302 [38:51:01<10:14:07,  3.82s/it]
 79%|███████▉  | 36661/46302 [38:51:05<10:14:07,  3.82s/it]
 79%|███████▉  | 36662/46302 [38:51:09<10:14:04,  3.82s/it]
 79%|███████▉  | 36663/46302 [38:51:12<10:14:05,  3.82s/it]
 79%|███████▉  | 36664/46302 [38:51:16<10:13:56,  3.82s/it]
 79%|███████▉  | 36665/46302 [38:51:20<10:13:54,  3.82s/it]
 79%|███████▉  | 36666/46302 [38:51:24<10:13:43,  3.82s/it]
 79%|███████▉  | 36667/46302 [38:51:28<10:13:39,  3.82s/it]
 79%|███████▉  | 36668/46302 [38:51:31<10:13:34,  3.82s/it]
 79%|███████▉  | 36669/46302 [38:51:35<10:13:36,  3.82s/it]
 79%|███████▉  | 36670/46302 [38:51:39<10:13:31,  3.82s/it]
 79%|███████▉  | 36671/46302 [38:51:43<10:13:22,  3.82s/it]
 79%|███████▉  | 36672/46302 [38:51:47<10:13:32,  3.82s/it]
 79%|███████▉  | 36673/46302 [38:51:51<10:13:20,  3.82s/it]
 79%|███████▉  | 36674/46302 [38:51:54<10:13:10,  3.82s/it]
 79%|███████▉  | 36675/46302 [38:51:58<10:13:03,  3.82s/it]
 79%|███████▉  | 36676/46302 [38:52:02<10:12:47,  3.82s/it]
 79%|███████▉  | 36677/46302 [38:52:06<10:12:49,  3.82s/it]
 79%|███████▉  | 36678/46302 [38:52:10<10:12:48,  3.82s/it]
 79%|███████▉  | 36679/46302 [38:52:14<10:12:54,  3.82s/it]
 79%|███████▉  | 36680/46302 [38:52:17<10:12:39,  3.82s/it]
 79%|███████▉  | 36681/46302 [38:52:21<10:12:24,  3.82s/it]
 79%|███████▉  | 36682/46302 [38:52:25<10:12:24,  3.82s/it]
 79%|███████▉  | 36683/46302 [38:52:29<10:12:15,  3.82s/it]
 79%|███████▉  | 36684/46302 [38:52:33<10:12:12,  3.82s/it]
 79%|███████▉  | 36685/46302 [38:52:36<10:12:09,  3.82s/it]
 79%|███████▉  | 36686/46302 [38:52:40<10:11:43,  3.82s/it]
 79%|███████▉  | 36687/46302 [38:52:44<10:11:58,  3.82s/it]
 79%|███████▉  | 36688/46302 [38:52:48<10:12:07,  3.82s/it]
 79%|███████▉  | 36689/46302 [38:52:52<10:11:57,  3.82s/it]
 79%|███████▉  | 36690/46302 [38:52:56<10:11:53,  3.82s/it]
 79%|███████▉  | 36691/46302 [38:52:59<10:11:47,  3.82s/it]
 79%|███████▉  | 36692/46302 [38:53:03<10:11:31,  3.82s/it]
 79%|███████▉  | 36693/46302 [38:53:07<10:11:34,  3.82s/it]
 79%|███████▉  | 36694/46302 [38:53:11<10:11:31,  3.82s/it]
 79%|███████▉  | 36695/46302 [38:53:15<10:11:22,  3.82s/it]
 79%|███████▉  | 36696/46302 [38:53:18<10:11:27,  3.82s/it]
 79%|███████▉  | 36697/46302 [38:53:22<10:11:22,  3.82s/it]
 79%|███████▉  | 36698/46302 [38:53:26<10:11:10,  3.82s/it]
 79%|███████▉  | 36699/46302 [38:53:30<10:11:13,  3.82s/it]
 79%|███████▉  | 36700/46302 [38:53:34<10:11:03,  3.82s/it]
 79%|███████▉  | 36701/46302 [38:53:38<10:11:03,  3.82s/it]
 79%|███████▉  | 36702/46302 [38:53:41<10:10:39,  3.82s/it]
 79%|███████▉  | 36703/46302 [38:53:45<10:10:43,  3.82s/it]
 79%|███████▉  | 36704/46302 [38:53:49<10:10:48,  3.82s/it]
 79%|███████▉  | 36705/46302 [38:53:53<10:10:52,  3.82s/it]
 79%|███████▉  | 36706/46302 [38:53:57<10:10:41,  3.82s/it]
 79%|███████▉  | 36707/46302 [38:54:00<10:10:42,  3.82s/it]
 79%|███████▉  | 36708/46302 [38:54:04<10:10:37,  3.82s/it]
 79%|███████▉  | 36709/46302 [38:54:08<10:10:48,  3.82s/it]
 79%|███████▉  | 36710/46302 [38:54:12<10:10:39,  3.82s/it]
 79%|███████▉  | 36711/46302 [38:54:16<10:10:29,  3.82s/it]
 79%|███████▉  | 36712/46302 [38:54:20<10:10:28,  3.82s/it]
 79%|███████▉  | 36713/46302 [38:54:23<10:10:31,  3.82s/it]
 79%|███████▉  | 36714/46302 [38:54:27<10:10:26,  3.82s/it]
 79%|███████▉  | 36715/46302 [38:54:31<10:10:27,  3.82s/it]
 79%|███████▉  | 36716/46302 [38:54:35<10:10:07,  3.82s/it]
 79%|███████▉  | 36717/46302 [38:54:39<10:10:05,  3.82s/it]
 79%|███████▉  | 36718/46302 [38:54:42<10:10:07,  3.82s/it]
 79%|███████▉  | 36719/46302 [38:54:46<10:10:09,  3.82s/it]
 79%|███████▉  | 36720/46302 [38:54:50<10:10:00,  3.82s/it]
 79%|███████▉  | 36721/46302 [38:54:54<10:09:57,  3.82s/it]
 79%|███████▉  | 36722/46302 [38:54:58<10:09:58,  3.82s/it]
 79%|███████▉  | 36723/46302 [38:55:02<10:09:59,  3.82s/it]
 79%|███████▉  | 36724/46302 [38:55:05<10:09:54,  3.82s/it]
 79%|███████▉  | 36725/46302 [38:55:09<10:09:40,  3.82s/it]
 79%|███████▉  | 36726/46302 [38:55:13<10:09:34,  3.82s/it]
 79%|███████▉  | 36727/46302 [38:55:17<10:09:32,  3.82s/it]
 79%|███████▉  | 36728/46302 [38:55:21<10:09:08,  3.82s/it]
 79%|███████▉  | 36729/46302 [38:55:24<10:09:02,  3.82s/it]
 79%|███████▉  | 36730/46302 [38:55:28<10:09:05,  3.82s/it]
 79%|███████▉  | 36731/46302 [38:55:32<10:08:54,  3.82s/it]
 79%|███████▉  | 36732/46302 [38:55:36<10:08:56,  3.82s/it]
 79%|███████▉  | 36733/46302 [38:55:40<10:08:56,  3.82s/it]
 79%|███████▉  | 36734/46302 [38:55:44<10:09:04,  3.82s/it]
 79%|███████▉  | 36735/46302 [38:55:47<10:08:55,  3.82s/it]
 79%|███████▉  | 36736/46302 [38:55:51<10:08:47,  3.82s/it]
 79%|███████▉  | 36737/46302 [38:55:55<10:08:54,  3.82s/it]
 79%|███████▉  | 36738/46302 [38:55:59<10:09:04,  3.82s/it]
 79%|███████▉  | 36739/46302 [38:56:03<10:09:05,  3.82s/it]
 79%|███████▉  | 36740/46302 [38:56:06<10:08:58,  3.82s/it]
 79%|███████▉  | 36741/46302 [38:56:10<10:08:56,  3.82s/it]
 79%|███████▉  | 36742/46302 [38:56:14<10:08:53,  3.82s/it]
 79%|███████▉  | 36743/46302 [38:56:18<10:08:51,  3.82s/it]
 79%|███████▉  | 36744/46302 [38:56:22<10:08:48,  3.82s/it]
 79%|███████▉  | 36745/46302 [38:56:26<10:08:49,  3.82s/it]
 79%|███████▉  | 36746/46302 [38:56:29<10:08:41,  3.82s/it]
 79%|███████▉  | 36747/46302 [38:56:33<10:08:34,  3.82s/it]
 79%|███████▉  | 36748/46302 [38:56:37<10:08:29,  3.82s/it]
 79%|███████▉  | 36749/46302 [38:56:41<10:08:25,  3.82s/it]
 79%|███████▉  | 36750/46302 [38:56:45<10:08:08,  3.82s/it]
 79%|███████▉  | 36751/46302 [38:56:49<10:07:56,  3.82s/it]
 79%|███████▉  | 36752/46302 [38:56:52<10:07:47,  3.82s/it]
 79%|███████▉  | 36753/46302 [38:56:56<10:07:50,  3.82s/it]
 79%|███████▉  | 36754/46302 [38:57:00<10:07:48,  3.82s/it]
 79%|███████▉  | 36755/46302 [38:57:04<10:07:57,  3.82s/it]
 79%|███████▉  | 36756/46302 [38:57:08<10:07:51,  3.82s/it]
 79%|███████▉  | 36757/46302 [38:57:11<10:07:40,  3.82s/it]
 79%|███████▉  | 36758/46302 [38:57:15<10:07:38,  3.82s/it]
 79%|███████▉  | 36759/46302 [38:57:19<10:07:34,  3.82s/it]
 79%|███████▉  | 36760/46302 [38:57:23<10:07:28,  3.82s/it]
 79%|███████▉  | 36761/46302 [38:57:27<10:07:27,  3.82s/it]
 79%|███████▉  | 36762/46302 [38:57:31<10:07:26,  3.82s/it]
 79%|███████▉  | 36763/46302 [38:57:34<10:07:21,  3.82s/it]
 79%|███████▉  | 36764/46302 [38:57:38<10:07:01,  3.82s/it]
 79%|███████▉  | 36765/46302 [38:57:42<10:07:06,  3.82s/it]
 79%|███████▉  | 36766/46302 [38:57:46<10:06:51,  3.82s/it]
 79%|███████▉  | 36767/46302 [38:57:50<10:06:45,  3.82s/it]
 79%|███████▉  | 36768/46302 [38:57:53<10:06:44,  3.82s/it]
 79%|███████▉  | 36769/46302 [38:57:57<10:06:46,  3.82s/it]
 79%|███████▉  | 36770/46302 [38:58:01<10:06:44,  3.82s/it]
 79%|███████▉  | 36771/46302 [38:58:05<10:06:38,  3.82s/it]
 79%|███████▉  | 36772/46302 [38:58:09<10:06:31,  3.82s/it]
 79%|███████▉  | 36773/46302 [38:58:13<10:06:21,  3.82s/it]
 79%|███████▉  | 36774/46302 [38:58:16<10:06:14,  3.82s/it]
 79%|███████▉  | 36775/46302 [38:58:20<10:06:06,  3.82s/it]
 79%|███████▉  | 36776/46302 [38:58:24<10:06:00,  3.82s/it]
 79%|███████▉  | 36777/46302 [38:58:28<10:06:07,  3.82s/it]
 79%|███████▉  | 36778/46302 [38:58:32<10:05:59,  3.82s/it]
 79%|███████▉  | 36779/46302 [38:58:35<10:05:51,  3.82s/it]
 79%|███████▉  | 36780/46302 [38:58:39<10:05:54,  3.82s/it]
 79%|███████▉  | 36781/46302 [38:58:43<10:05:50,  3.82s/it]
 79%|███████▉  | 36782/46302 [38:58:47<10:05:51,  3.82s/it]
 79%|███████▉  | 36783/46302 [38:58:51<10:05:56,  3.82s/it]
 79%|███████▉  | 36784/46302 [38:58:55<10:05:42,  3.82s/it]
 79%|███████▉  | 36785/46302 [38:58:58<10:05:51,  3.82s/it]
 79%|███████▉  | 36786/46302 [38:59:02<10:05:51,  3.82s/it]
 79%|███████▉  | 36787/46302 [38:59:06<10:05:56,  3.82s/it]
 79%|███████▉  | 36788/46302 [38:59:10<10:05:33,  3.82s/it]
 79%|███████▉  | 36789/46302 [38:59:14<10:05:21,  3.82s/it]
 79%|███████▉  | 36790/46302 [38:59:17<10:05:34,  3.82s/it]
 79%|███████▉  | 36791/46302 [38:59:21<10:05:38,  3.82s/it]
 79%|███████▉  | 36792/46302 [38:59:25<10:05:31,  3.82s/it]
 79%|███████▉  | 36793/46302 [38:59:29<10:05:05,  3.82s/it]
 79%|███████▉  | 36794/46302 [38:59:33<10:05:14,  3.82s/it]
 79%|███████▉  | 36795/46302 [38:59:37<10:05:09,  3.82s/it]
 79%|███████▉  | 36796/46302 [38:59:40<10:05:08,  3.82s/it]
 79%|███████▉  | 36797/46302 [38:59:44<10:05:02,  3.82s/it]
 79%|███████▉  | 36798/46302 [38:59:48<10:05:02,  3.82s/it]
 79%|███████▉  | 36799/46302 [38:59:52<10:04:47,  3.82s/it]
 79%|███████▉  | 36800/46302 [38:59:56<10:04:57,  3.82s/it]
 79%|███████▉  | 36801/46302 [38:59:59<10:05:04,  3.82s/it]
 79%|███████▉  | 36802/46302 [39:00:03<10:04:52,  3.82s/it]
 79%|███████▉  | 36803/46302 [39:00:07<10:04:52,  3.82s/it]
 79%|███████▉  | 36804/46302 [39:00:11<10:04:51,  3.82s/it]
 79%|███████▉  | 36805/46302 [39:00:15<10:04:40,  3.82s/it]
 79%|███████▉  | 36806/46302 [39:00:19<10:04:38,  3.82s/it]
 79%|███████▉  | 36807/46302 [39:00:22<10:04:32,  3.82s/it]
 79%|███████▉  | 36808/46302 [39:00:26<10:04:29,  3.82s/it]
 79%|███████▉  | 36809/46302 [39:00:30<10:04:33,  3.82s/it]
 79%|███████▉  | 36810/46302 [39:00:34<10:04:23,  3.82s/it]
 80%|███████▉  | 36811/46302 [39:00:38<10:04:12,  3.82s/it]
 80%|███████▉  | 36812/46302 [39:00:41<10:04:15,  3.82s/it]
 80%|███████▉  | 36813/46302 [39:00:45<10:04:08,  3.82s/it]
 80%|███████▉  | 36814/46302 [39:00:49<10:04:05,  3.82s/it]
 80%|███████▉  | 36815/46302 [39:00:53<10:03:56,  3.82s/it]
 80%|███████▉  | 36816/46302 [39:00:57<10:03:38,  3.82s/it]
 80%|███████▉  | 36817/46302 [39:01:01<10:03:42,  3.82s/it]
 80%|███████▉  | 36818/46302 [39:01:04<10:03:30,  3.82s/it]
 80%|███████▉  | 36819/46302 [39:01:08<10:03:36,  3.82s/it]
 80%|███████▉  | 36820/46302 [39:01:12<10:03:33,  3.82s/it]
 80%|███████▉  | 36821/46302 [39:01:16<10:03:37,  3.82s/it]
 80%|███████▉  | 36822/46302 [39:01:20<10:03:43,  3.82s/it]
 80%|███████▉  | 36823/46302 [39:01:24<10:03:47,  3.82s/it]
 80%|███████▉  | 36824/46302 [39:01:27<10:03:36,  3.82s/it]
 80%|███████▉  | 36825/46302 [39:01:31<10:03:19,  3.82s/it]
 80%|███████▉  | 36826/46302 [39:01:35<10:03:24,  3.82s/it]
 80%|███████▉  | 36827/46302 [39:01:39<10:03:24,  3.82s/it]
 80%|███████▉  | 36828/46302 [39:01:43<10:03:27,  3.82s/it]
 80%|███████▉  | 36829/46302 [39:01:46<10:03:04,  3.82s/it]
 80%|███████▉  | 36830/46302 [39:01:50<10:03:16,  3.82s/it]
 80%|███████▉  | 36831/46302 [39:01:54<10:03:03,  3.82s/it]
 80%|███████▉  | 36832/46302 [39:01:58<10:02:56,  3.82s/it]
 80%|███████▉  | 36833/46302 [39:02:02<10:03:00,  3.82s/it]
 80%|███████▉  | 36834/46302 [39:02:06<10:02:46,  3.82s/it]
 80%|███████▉  | 36835/46302 [39:02:09<10:02:35,  3.82s/it]
 80%|███████▉  | 36836/46302 [39:02:13<10:02:23,  3.82s/it]
 80%|███████▉  | 36837/46302 [39:02:17<10:02:29,  3.82s/it]
 80%|███████▉  | 36838/46302 [39:02:21<10:02:27,  3.82s/it]
 80%|███████▉  | 36839/46302 [39:02:25<10:02:08,  3.82s/it]
 80%|███████▉  | 36840/46302 [39:02:28<10:02:07,  3.82s/it]
 80%|███████▉  | 36841/46302 [39:02:32<10:02:13,  3.82s/it]
 80%|███████▉  | 36842/46302 [39:02:36<10:02:17,  3.82s/it]
 80%|███████▉  | 36843/46302 [39:02:40<10:02:04,  3.82s/it]
 80%|███████▉  | 36844/46302 [39:02:44<10:01:58,  3.82s/it]
 80%|███████▉  | 36845/46302 [39:02:48<10:01:47,  3.82s/it]
 80%|███████▉  | 36846/46302 [39:02:51<10:01:54,  3.82s/it]
 80%|███████▉  | 36847/46302 [39:02:55<10:01:57,  3.82s/it]
 80%|███████▉  | 36848/46302 [39:02:59<10:01:53,  3.82s/it]
 80%|███████▉  | 36849/46302 [39:03:03<10:01:49,  3.82s/it]
 80%|███████▉  | 36850/46302 [39:03:07<10:01:46,  3.82s/it]
 80%|███████▉  | 36851/46302 [39:03:10<10:01:43,  3.82s/it]
 80%|███████▉  | 36852/46302 [39:03:14<10:01:37,  3.82s/it]
 80%|███████▉  | 36853/46302 [39:03:18<10:01:34,  3.82s/it]
 80%|███████▉  | 36854/46302 [39:03:22<10:01:36,  3.82s/it]
 80%|███████▉  | 36855/46302 [39:03:26<10:01:32,  3.82s/it]
 80%|███████▉  | 36856/46302 [39:03:30<10:01:17,  3.82s/it]
 80%|███████▉  | 36857/46302 [39:03:33<10:01:19,  3.82s/it]
 80%|███████▉  | 36858/46302 [39:03:37<10:01:12,  3.82s/it]
 80%|███████▉  | 36859/46302 [39:03:41<10:01:14,  3.82s/it]
 80%|███████▉  | 36860/46302 [39:03:45<10:01:00,  3.82s/it]
 80%|███████▉  | 36861/46302 [39:03:49<10:01:08,  3.82s/it]
 80%|███████▉  | 36862/46302 [39:03:52<10:01:08,  3.82s/it]
 80%|███████▉  | 36863/46302 [39:03:56<10:01:13,  3.82s/it]
 80%|███████▉  | 36864/46302 [39:04:00<10:00:52,  3.82s/it]
 80%|███████▉  | 36865/46302 [39:04:04<10:00:48,  3.82s/it]
 80%|███████▉  | 36866/46302 [39:04:08<10:00:39,  3.82s/it]
 80%|███████▉  | 36867/46302 [39:04:12<10:00:39,  3.82s/it]
 80%|███████▉  | 36868/46302 [39:04:15<10:00:41,  3.82s/it]
 80%|███████▉  | 36869/46302 [39:04:19<10:00:31,  3.82s/it]
 80%|███████▉  | 36870/46302 [39:04:23<10:00:21,  3.82s/it]
 80%|███████▉  | 36871/46302 [39:04:27<10:00:20,  3.82s/it]
 80%|███████▉  | 36872/46302 [39:04:31<10:00:15,  3.82s/it]
 80%|███████▉  | 36873/46302 [39:04:34<10:00:18,  3.82s/it]
 80%|███████▉  | 36874/46302 [39:04:38<10:00:16,  3.82s/it]
 80%|███████▉  | 36875/46302 [39:04:42<10:00:10,  3.82s/it]
 80%|███████▉  | 36876/46302 [39:04:46<10:00:08,  3.82s/it]
 80%|███████▉  | 36877/46302 [39:04:50<9:59:57,  3.82s/it] 
 80%|███████▉  | 36878/46302 [39:04:54<9:59:43,  3.82s/it]
 80%|███████▉  | 36879/46302 [39:04:57<9:59:43,  3.82s/it]
 80%|███████▉  | 36880/46302 [39:05:01<9:59:28,  3.82s/it]
 80%|███████▉  | 36881/46302 [39:05:05<9:59:37,  3.82s/it]
 80%|███████▉  | 36882/46302 [39:05:09<9:59:40,  3.82s/it]
 80%|███████▉  | 36883/46302 [39:05:13<9:59:35,  3.82s/it]
 80%|███████▉  | 36884/46302 [39:05:17<9:59:37,  3.82s/it]
 80%|███████▉  | 36885/46302 [39:05:20<9:59:25,  3.82s/it]
 80%|███████▉  | 36886/46302 [39:05:24<9:59:20,  3.82s/it]
 80%|███████▉  | 36887/46302 [39:05:28<9:59:22,  3.82s/it]
 80%|███████▉  | 36888/46302 [39:05:32<9:59:20,  3.82s/it]
 80%|███████▉  | 36889/46302 [39:05:36<9:59:14,  3.82s/it]
 80%|███████▉  | 36890/46302 [39:05:39<9:59:18,  3.82s/it]
 80%|███████▉  | 36891/46302 [39:05:43<9:59:21,  3.82s/it]
 80%|███████▉  | 36892/46302 [39:05:47<9:59:14,  3.82s/it]
 80%|███████▉  | 36893/46302 [39:05:51<9:59:12,  3.82s/it]
 80%|███████▉  | 36894/46302 [39:05:55<9:59:16,  3.82s/it]
 80%|███████▉  | 36895/46302 [39:05:59<9:59:21,  3.82s/it]
 80%|███████▉  | 36896/46302 [39:06:02<9:59:13,  3.82s/it]
 80%|███████▉  | 36897/46302 [39:06:06<9:59:06,  3.82s/it]
 80%|███████▉  | 36898/46302 [39:06:10<9:59:01,  3.82s/it]
 80%|███████▉  | 36899/46302 [39:06:14<9:58:55,  3.82s/it]
 80%|███████▉  | 36900/46302 [39:06:18<9:58:46,  3.82s/it]
 80%|███████▉  | 36901/46302 [39:06:21<9:58:44,  3.82s/it]
 80%|███████▉  | 36902/46302 [39:06:25<9:58:46,  3.82s/it]
 80%|███████▉  | 36903/46302 [39:06:29<9:58:33,  3.82s/it]
 80%|███████▉  | 36904/46302 [39:06:33<9:58:38,  3.82s/it]
 80%|███████▉  | 36905/46302 [39:06:37<9:58:29,  3.82s/it]
 80%|███████▉  | 36906/46302 [39:06:41<9:58:12,  3.82s/it]
 80%|███████▉  | 36907/46302 [39:06:44<9:58:15,  3.82s/it]
 80%|███████▉  | 36908/46302 [39:06:48<9:58:11,  3.82s/it]
 80%|███████▉  | 36909/46302 [39:06:52<9:58:06,  3.82s/it]
 80%|███████▉  | 36910/46302 [39:06:56<9:58:09,  3.82s/it]
 80%|███████▉  | 36911/46302 [39:07:00<9:58:05,  3.82s/it]
 80%|███████▉  | 36912/46302 [39:07:03<9:58:01,  3.82s/it]
 80%|███████▉  | 36913/46302 [39:07:07<9:58:01,  3.82s/it]
 80%|███████▉  | 36914/46302 [39:07:11<9:57:53,  3.82s/it]
 80%|███████▉  | 36915/46302 [39:07:15<9:57:49,  3.82s/it]
 80%|███████▉  | 36916/46302 [39:07:19<9:57:49,  3.82s/it]
 80%|███████▉  | 36917/46302 [39:07:23<9:57:40,  3.82s/it]
 80%|███████▉  | 36918/46302 [39:07:26<9:57:32,  3.82s/it]
 80%|███████▉  | 36919/46302 [39:07:30<9:57:14,  3.82s/it]
 80%|███████▉  | 36920/46302 [39:07:34<9:57:07,  3.82s/it]
 80%|███████▉  | 36921/46302 [39:07:38<9:57:02,  3.82s/it]
 80%|███████▉  | 36922/46302 [39:07:42<9:56:57,  3.82s/it]
 80%|███████▉  | 36923/46302 [39:07:46<9:56:57,  3.82s/it]
 80%|███████▉  | 36924/46302 [39:07:49<9:56:44,  3.82s/it]
 80%|███████▉  | 36925/46302 [39:07:53<9:56:41,  3.82s/it]
 80%|███████▉  | 36926/46302 [39:07:57<9:56:49,  3.82s/it]
 80%|███████▉  | 36927/46302 [39:08:01<9:56:39,  3.82s/it]
 80%|███████▉  | 36928/46302 [39:08:05<9:56:54,  3.82s/it]
 80%|███████▉  | 36929/46302 [39:08:08<9:56:55,  3.82s/it]
 80%|███████▉  | 36930/46302 [39:08:12<9:56:36,  3.82s/it]
 80%|███████▉  | 36931/46302 [39:08:16<9:56:23,  3.82s/it]
 80%|███████▉  | 36932/46302 [39:08:20<9:56:23,  3.82s/it]
 80%|███████▉  | 36933/46302 [39:08:24<9:56:31,  3.82s/it]
 80%|███████▉  | 36934/46302 [39:08:28<9:56:23,  3.82s/it]
 80%|███████▉  | 36935/46302 [39:08:31<9:56:19,  3.82s/it]
 80%|███████▉  | 36936/46302 [39:08:35<9:56:20,  3.82s/it]
 80%|███████▉  | 36937/46302 [39:08:39<9:56:23,  3.82s/it]
 80%|███████▉  | 36938/46302 [39:08:43<9:56:15,  3.82s/it]
 80%|███████▉  | 36939/46302 [39:08:47<9:56:14,  3.82s/it]
 80%|███████▉  | 36940/46302 [39:08:50<9:56:07,  3.82s/it]
 80%|███████▉  | 36941/46302 [39:08:54<9:56:00,  3.82s/it]
 80%|███████▉  | 36942/46302 [39:08:58<9:55:49,  3.82s/it]
 80%|███████▉  | 36943/46302 [39:09:02<9:55:59,  3.82s/it]
 80%|███████▉  | 36944/46302 [39:09:06<9:55:50,  3.82s/it]
 80%|███████▉  | 36945/46302 [39:09:10<9:55:49,  3.82s/it]
 80%|███████▉  | 36946/46302 [39:09:13<9:55:38,  3.82s/it]
 80%|███████▉  | 36947/46302 [39:09:17<9:55:32,  3.82s/it]
 80%|███████▉  | 36948/46302 [39:09:21<9:55:18,  3.82s/it]
 80%|███████▉  | 36949/46302 [39:09:25<9:55:16,  3.82s/it]
 80%|███████▉  | 36950/46302 [39:09:29<9:55:04,  3.82s/it]
 80%|███████▉  | 36951/46302 [39:09:32<9:55:05,  3.82s/it]
 80%|███████▉  | 36952/46302 [39:09:36<9:54:50,  3.82s/it]
 80%|███████▉  | 36953/46302 [39:09:40<9:54:33,  3.82s/it]
 80%|███████▉  | 36954/46302 [39:09:44<9:54:43,  3.82s/it]
 80%|███████▉  | 36955/46302 [39:09:48<9:54:39,  3.82s/it]
 80%|███████▉  | 36956/46302 [39:09:52<9:54:38,  3.82s/it]
 80%|███████▉  | 36957/46302 [39:09:55<9:54:37,  3.82s/it]
 80%|███████▉  | 36958/46302 [39:09:59<9:54:34,  3.82s/it]
 80%|███████▉  | 36959/46302 [39:10:03<9:54:26,  3.82s/it]
 80%|███████▉  | 36960/46302 [39:10:07<9:54:19,  3.82s/it]
 80%|███████▉  | 36961/46302 [39:10:11<9:54:15,  3.82s/it]
 80%|███████▉  | 36962/46302 [39:10:14<9:54:17,  3.82s/it]
 80%|███████▉  | 36963/46302 [39:10:18<9:54:22,  3.82s/it]
 80%|███████▉  | 36964/46302 [39:10:22<9:54:23,  3.82s/it]
 80%|███████▉  | 36965/46302 [39:10:26<9:54:08,  3.82s/it]
 80%|███████▉  | 36966/46302 [39:10:30<9:54:11,  3.82s/it]
 80%|███████▉  | 36967/46302 [39:10:34<9:54:16,  3.82s/it]
 80%|███████▉  | 36968/46302 [39:10:37<9:54:11,  3.82s/it]
 80%|███████▉  | 36969/46302 [39:10:41<9:54:10,  3.82s/it]
 80%|███████▉  | 36970/46302 [39:10:45<9:54:02,  3.82s/it]
 80%|███████▉  | 36971/46302 [39:10:49<9:53:47,  3.82s/it]
 80%|███████▉  | 36972/46302 [39:10:53<9:53:37,  3.82s/it]
 80%|███████▉  | 36973/46302 [39:10:56<9:53:28,  3.82s/it]
 80%|███████▉  | 36974/46302 [39:11:00<9:53:24,  3.82s/it]
 80%|███████▉  | 36975/46302 [39:11:04<9:53:14,  3.82s/it]
 80%|███████▉  | 36976/46302 [39:11:08<9:53:14,  3.82s/it]
 80%|███████▉  | 36977/46302 [39:11:12<9:53:17,  3.82s/it]
 80%|███████▉  | 36978/46302 [39:11:16<9:53:16,  3.82s/it]
 80%|███████▉  | 36979/46302 [39:11:19<9:53:14,  3.82s/it]
 80%|███████▉  | 36980/46302 [39:11:23<9:53:14,  3.82s/it]
 80%|███████▉  | 36981/46302 [39:11:27<9:53:10,  3.82s/it]
 80%|███████▉  | 36982/46302 [39:11:31<9:53:06,  3.82s/it]
 80%|███████▉  | 36983/46302 [39:11:35<9:53:03,  3.82s/it]
 80%|███████▉  | 36984/46302 [39:11:38<9:53:02,  3.82s/it]
 80%|███████▉  | 36985/46302 [39:11:42<9:53:10,  3.82s/it]
 80%|███████▉  | 36986/46302 [39:11:46<9:53:04,  3.82s/it]
 80%|███████▉  | 36987/46302 [39:11:50<9:52:57,  3.82s/it]
 80%|███████▉  | 36988/46302 [39:11:54<9:53:03,  3.82s/it]
 80%|███████▉  | 36989/46302 [39:11:58<9:52:46,  3.82s/it]
 80%|███████▉  | 36990/46302 [39:12:01<9:52:38,  3.82s/it]
 80%|███████▉  | 36991/46302 [39:12:05<9:52:37,  3.82s/it]
 80%|███████▉  | 36992/46302 [39:12:09<9:52:17,  3.82s/it]
 80%|███████▉  | 36993/46302 [39:12:13<9:52:13,  3.82s/it]
 80%|███████▉  | 36994/46302 [39:12:17<9:52:14,  3.82s/it]
 80%|███████▉  | 36995/46302 [39:12:20<9:52:14,  3.82s/it]
 80%|███████▉  | 36996/46302 [39:12:24<9:52:17,  3.82s/it]
 80%|███████▉  | 36997/46302 [39:12:28<9:52:08,  3.82s/it]
 80%|███████▉  | 36998/46302 [39:12:32<9:52:08,  3.82s/it]
 80%|███████▉  | 36999/46302 [39:12:36<9:52:04,  3.82s/it]
 80%|███████▉  | 37000/46302 [39:12:40<9:52:08,  3.82s/it]
                                                          
{'loss': 3.1176, 'learning_rate': 0.0010266654893823673, 'epoch': 0.8}

 80%|███████▉  | 37000/46302 [39:12:40<9:52:08,  3.82s/it]
 80%|███████▉  | 37001/46302 [39:12:43<9:52:17,  3.82s/it]
 80%|███████▉  | 37002/46302 [39:12:47<9:52:12,  3.82s/it]
 80%|███████▉  | 37003/46302 [39:12:51<9:52:08,  3.82s/it]
 80%|███████▉  | 37004/46302 [39:12:55<9:52:05,  3.82s/it]
 80%|███████▉  | 37005/46302 [39:12:59<9:52:02,  3.82s/it]
 80%|███████▉  | 37006/46302 [39:13:02<9:51:51,  3.82s/it]
 80%|███████▉  | 37007/46302 [39:13:06<9:51:49,  3.82s/it]
 80%|███████▉  | 37008/46302 [39:13:10<9:51:47,  3.82s/it]
 80%|███████▉  | 37009/46302 [39:13:14<9:51:44,  3.82s/it]
 80%|███████▉  | 37010/46302 [39:13:18<9:51:38,  3.82s/it]
 80%|███████▉  | 37011/46302 [39:13:22<9:51:31,  3.82s/it]
 80%|███████▉  | 37012/46302 [39:13:25<9:51:36,  3.82s/it]
 80%|███████▉  | 37013/46302 [39:13:29<9:51:39,  3.82s/it]
 80%|███████▉  | 37014/46302 [39:13:33<9:51:23,  3.82s/it]
 80%|███████▉  | 37015/46302 [39:13:37<9:51:20,  3.82s/it]
 80%|███████▉  | 37016/46302 [39:13:41<9:51:15,  3.82s/it]
 80%|███████▉  | 37017/46302 [39:13:45<9:51:16,  3.82s/it]
 80%|███████▉  | 37018/46302 [39:13:48<9:51:19,  3.82s/it]
 80%|███████▉  | 37019/46302 [39:13:52<9:51:17,  3.82s/it]
 80%|███████▉  | 37020/46302 [39:13:56<9:51:14,  3.82s/it]
 80%|███████▉  | 37021/46302 [39:14:00<9:51:12,  3.82s/it]
 80%|███████▉  | 37022/46302 [39:14:04<9:51:04,  3.82s/it]
 80%|███████▉  | 37023/46302 [39:14:07<9:50:43,  3.82s/it]
 80%|███████▉  | 37024/46302 [39:14:11<9:50:30,  3.82s/it]
 80%|███████▉  | 37025/46302 [39:14:15<9:50:27,  3.82s/it]
 80%|███████▉  | 37026/46302 [39:14:19<9:50:27,  3.82s/it]
 80%|███████▉  | 37027/46302 [39:14:23<9:50:26,  3.82s/it]
 80%|███████▉  | 37028/46302 [39:14:27<9:50:16,  3.82s/it]
 80%|███████▉  | 37029/46302 [39:14:30<9:50:14,  3.82s/it]
 80%|███████▉  | 37030/46302 [39:14:34<9:50:15,  3.82s/it]
 80%|███████▉  | 37031/46302 [39:14:38<9:50:13,  3.82s/it]
 80%|███████▉  | 37032/46302 [39:14:42<9:50:03,  3.82s/it]
 80%|███████▉  | 37033/46302 [39:14:46<9:49:47,  3.82s/it]
 80%|███████▉  | 37034/46302 [39:14:49<9:49:36,  3.82s/it]
 80%|███████▉  | 37035/46302 [39:14:53<9:49:34,  3.82s/it]
 80%|███████▉  | 37036/46302 [39:14:57<9:49:36,  3.82s/it]
 80%|███████▉  | 37037/46302 [39:15:01<9:49:33,  3.82s/it]
 80%|███████▉  | 37038/46302 [39:15:05<9:49:38,  3.82s/it]
 80%|███████▉  | 37039/46302 [39:15:09<9:49:19,  3.82s/it]
 80%|███████▉  | 37040/46302 [39:15:12<9:49:28,  3.82s/it]
 80%|███████▉  | 37041/46302 [39:15:16<9:49:24,  3.82s/it]
 80%|████████  | 37042/46302 [39:15:20<9:49:09,  3.82s/it]
 80%|████████  | 37043/46302 [39:15:24<9:49:23,  3.82s/it]
 80%|████████  | 37044/46302 [39:15:28<9:49:11,  3.82s/it]
 80%|████████  | 37045/46302 [39:15:31<9:48:58,  3.82s/it]
 80%|████████  | 37046/46302 [39:15:35<9:48:50,  3.82s/it]
 80%|████████  | 37047/46302 [39:15:39<9:48:49,  3.82s/it]
 80%|████████  | 37048/46302 [39:15:43<9:48:57,  3.82s/it]
 80%|████████  | 37049/46302 [39:15:47<9:48:57,  3.82s/it]
 80%|████████  | 37050/46302 [39:15:51<9:48:31,  3.82s/it]
 80%|████████  | 37051/46302 [39:15:54<9:48:32,  3.82s/it]
 80%|████████  | 37052/46302 [39:15:58<9:48:45,  3.82s/it]
 80%|████████  | 37053/46302 [39:16:02<9:48:41,  3.82s/it]
 80%|████████  | 37054/46302 [39:16:06<9:48:47,  3.82s/it]
 80%|████████  | 37055/46302 [39:16:10<9:48:40,  3.82s/it]
 80%|████████  | 37056/46302 [39:16:13<9:48:35,  3.82s/it]
 80%|████████  | 37057/46302 [39:16:17<9:48:20,  3.82s/it]
 80%|████████  | 37058/46302 [39:16:21<9:48:27,  3.82s/it]
 80%|████████  | 37059/46302 [39:16:25<9:48:14,  3.82s/it]
 80%|████████  | 37060/46302 [39:16:29<9:48:17,  3.82s/it]
 80%|████████  | 37061/46302 [39:16:33<9:48:13,  3.82s/it]
 80%|████████  | 37062/46302 [39:16:36<9:48:10,  3.82s/it]
 80%|████████  | 37063/46302 [39:16:40<9:48:00,  3.82s/it]
 80%|████████  | 37064/46302 [39:16:44<9:47:52,  3.82s/it]
 80%|████████  | 37065/46302 [39:16:48<9:47:45,  3.82s/it]
 80%|████████  | 37066/46302 [39:16:52<9:47:37,  3.82s/it]
 80%|████████  | 37067/46302 [39:16:55<9:47:40,  3.82s/it]
 80%|████████  | 37068/46302 [39:16:59<9:47:31,  3.82s/it]
 80%|████████  | 37069/46302 [39:17:03<9:47:36,  3.82s/it]
 80%|████████  | 37070/46302 [39:17:07<9:47:40,  3.82s/it]
 80%|████████  | 37071/46302 [39:17:11<9:47:26,  3.82s/it]
 80%|████████  | 37072/46302 [39:17:15<9:47:28,  3.82s/it]
 80%|████████  | 37073/46302 [39:17:18<9:47:27,  3.82s/it]
 80%|████████  | 37074/46302 [39:17:22<9:47:11,  3.82s/it]
 80%|████████  | 37075/46302 [39:17:26<9:47:00,  3.82s/it]
 80%|████████  | 37076/46302 [39:17:30<9:47:07,  3.82s/it]
 80%|████████  | 37077/46302 [39:17:34<9:47:15,  3.82s/it]
 80%|████████  | 37078/46302 [39:17:37<9:47:03,  3.82s/it]
 80%|████████  | 37079/46302 [39:17:41<9:46:49,  3.82s/it]
 80%|████████  | 37080/46302 [39:17:45<9:46:47,  3.82s/it]
 80%|████████  | 37081/46302 [39:17:49<9:46:45,  3.82s/it]
 80%|████████  | 37082/46302 [39:17:53<9:46:47,  3.82s/it]
 80%|████████  | 37083/46302 [39:17:57<9:46:42,  3.82s/it]
 80%|████████  | 37084/46302 [39:18:00<9:46:42,  3.82s/it]
 80%|████████  | 37085/46302 [39:18:04<9:46:46,  3.82s/it]
 80%|████████  | 37086/46302 [39:18:08<9:46:32,  3.82s/it]
 80%|████████  | 37087/46302 [39:18:12<9:46:21,  3.82s/it]
 80%|████████  | 37088/46302 [39:18:16<9:46:27,  3.82s/it]
 80%|████████  | 37089/46302 [39:18:19<9:46:25,  3.82s/it]
 80%|████████  | 37090/46302 [39:18:23<9:46:24,  3.82s/it]
 80%|████████  | 37091/46302 [39:18:27<9:46:16,  3.82s/it]
 80%|████████  | 37092/46302 [39:18:31<9:46:08,  3.82s/it]
 80%|████████  | 37093/46302 [39:18:35<9:46:08,  3.82s/it]
 80%|████████  | 37094/46302 [39:18:39<9:45:57,  3.82s/it]
 80%|████████  | 37095/46302 [39:18:42<9:45:57,  3.82s/it]
 80%|████████  | 37096/46302 [39:18:46<9:45:42,  3.82s/it]
 80%|████████  | 37097/46302 [39:18:50<9:45:29,  3.82s/it]
 80%|████████  | 37098/46302 [39:18:54<9:45:36,  3.82s/it]
 80%|████████  | 37099/46302 [39:18:58<9:45:36,  3.82s/it]
 80%|████████  | 37100/46302 [39:19:01<9:45:41,  3.82s/it]
 80%|████████  | 37101/46302 [39:19:05<9:45:32,  3.82s/it]
 80%|████████  | 37102/46302 [39:19:09<9:45:21,  3.82s/it]
 80%|████████  | 37103/46302 [39:19:13<9:45:17,  3.82s/it]
 80%|████████  | 37104/46302 [39:19:17<9:45:11,  3.82s/it]
 80%|████████  | 37105/46302 [39:19:21<9:45:06,  3.82s/it]
 80%|████████  | 37106/46302 [39:19:24<9:45:07,  3.82s/it]
 80%|████████  | 37107/46302 [39:19:28<9:45:15,  3.82s/it]
 80%|████████  | 37108/46302 [39:19:32<9:45:06,  3.82s/it]
 80%|████████  | 37109/46302 [39:19:36<9:45:01,  3.82s/it]
 80%|████████  | 37110/46302 [39:19:40<9:45:06,  3.82s/it]
 80%|████████  | 37111/46302 [39:19:43<9:45:05,  3.82s/it]
 80%|████████  | 37112/46302 [39:19:47<9:45:11,  3.82s/it]
 80%|████████  | 37113/46302 [39:19:51<9:45:12,  3.82s/it]
 80%|████████  | 37114/46302 [39:19:55<9:45:13,  3.82s/it]
 80%|████████  | 37115/46302 [39:19:59<9:45:05,  3.82s/it]
 80%|████████  | 37116/46302 [39:20:03<9:45:03,  3.82s/it]
 80%|████████  | 37117/46302 [39:20:06<9:44:52,  3.82s/it]
 80%|████████  | 37118/46302 [39:20:10<9:44:50,  3.82s/it]
 80%|████████  | 37119/46302 [39:20:14<9:44:41,  3.82s/it]
 80%|████████  | 37120/46302 [39:20:18<9:44:39,  3.82s/it]
 80%|████████  | 37121/46302 [39:20:22<9:44:47,  3.82s/it]
 80%|████████  | 37122/46302 [39:20:25<9:44:33,  3.82s/it]
 80%|████████  | 37123/46302 [39:20:29<9:44:27,  3.82s/it]
 80%|████████  | 37124/46302 [39:20:33<9:44:14,  3.82s/it]
 80%|████████  | 37125/46302 [39:20:37<9:44:07,  3.82s/it]
 80%|████████  | 37126/46302 [39:20:41<9:44:05,  3.82s/it]
 80%|████████  | 37127/46302 [39:20:45<9:44:11,  3.82s/it]
 80%|████████  | 37128/46302 [39:20:48<9:43:24,  3.82s/it]
 80%|████████  | 37129/46302 [39:20:52<9:43:39,  3.82s/it]
 80%|████████  | 37130/46302 [39:20:56<9:43:42,  3.82s/it]
 80%|████████  | 37131/46302 [39:21:00<9:43:39,  3.82s/it]
 80%|████████  | 37132/46302 [39:21:04<9:43:45,  3.82s/it]
 80%|████████  | 37133/46302 [39:21:07<9:43:47,  3.82s/it]
 80%|████████  | 37134/46302 [39:21:11<9:43:58,  3.82s/it]
 80%|████████  | 37135/46302 [39:21:15<9:43:57,  3.82s/it]
 80%|████████  | 37136/46302 [39:21:19<9:43:57,  3.82s/it]
 80%|████████  | 37137/46302 [39:21:23<9:43:47,  3.82s/it]
 80%|████████  | 37138/46302 [39:21:27<9:43:48,  3.82s/it]
 80%|████████  | 37139/46302 [39:21:30<9:43:38,  3.82s/it]
 80%|████████  | 37140/46302 [39:21:34<9:43:44,  3.82s/it]
 80%|████████  | 37141/46302 [39:21:38<9:43:33,  3.82s/it]
 80%|████████  | 37142/46302 [39:21:42<9:43:30,  3.82s/it]
 80%|████████  | 37143/46302 [39:21:46<9:43:27,  3.82s/it]
 80%|████████  | 37144/46302 [39:21:50<9:43:21,  3.82s/it]
 80%|████████  | 37145/46302 [39:21:53<9:43:16,  3.82s/it]
 80%|████████  | 37146/46302 [39:21:57<9:43:07,  3.82s/it]
 80%|████████  | 37147/46302 [39:22:01<9:43:06,  3.82s/it]
 80%|████████  | 37148/46302 [39:22:05<9:42:58,  3.82s/it]
 80%|████████  | 37149/46302 [39:22:09<9:42:59,  3.82s/it]
 80%|████████  | 37150/46302 [39:22:12<9:42:58,  3.82s/it]
 80%|████████  | 37151/46302 [39:22:16<9:42:34,  3.82s/it]
 80%|████████  | 37152/46302 [39:22:20<9:42:36,  3.82s/it]
 80%|████████  | 37153/46302 [39:22:24<9:42:31,  3.82s/it]
 80%|████████  | 37154/46302 [39:22:28<9:42:30,  3.82s/it]
 80%|████████  | 37155/46302 [39:22:32<9:42:20,  3.82s/it]
 80%|████████  | 37156/46302 [39:22:35<9:42:24,  3.82s/it]
 80%|████████  | 37157/46302 [39:22:39<9:42:19,  3.82s/it]
 80%|████████  | 37158/46302 [39:22:43<9:42:13,  3.82s/it]
 80%|████████  | 37159/46302 [39:22:47<9:42:06,  3.82s/it]
 80%|████████  | 37160/46302 [39:22:51<9:41:56,  3.82s/it]
 80%|████████  | 37161/46302 [39:22:54<9:41:43,  3.82s/it]
 80%|████████  | 37162/46302 [39:22:58<9:41:50,  3.82s/it]
 80%|████████  | 37163/46302 [39:23:02<9:41:45,  3.82s/it]
 80%|████████  | 37164/46302 [39:23:06<9:41:43,  3.82s/it]
 80%|████████  | 37165/46302 [39:23:10<9:41:36,  3.82s/it]
 80%|████████  | 37166/46302 [39:23:14<9:41:37,  3.82s/it]
 80%|████████  | 37167/46302 [39:23:17<9:41:23,  3.82s/it]
 80%|████████  | 37168/46302 [39:23:21<9:41:25,  3.82s/it]
 80%|████████  | 37169/46302 [39:23:25<9:41:31,  3.82s/it]
 80%|████████  | 37170/46302 [39:23:29<9:41:38,  3.82s/it]
 80%|████████  | 37171/46302 [39:23:33<9:41:20,  3.82s/it]
 80%|████████  | 37172/46302 [39:23:37<9:41:21,  3.82s/it]
 80%|████████  | 37173/46302 [39:23:40<9:41:22,  3.82s/it]
 80%|████████  | 37174/46302 [39:23:44<9:41:17,  3.82s/it]
 80%|████████  | 37175/46302 [39:23:48<9:41:19,  3.82s/it]
 80%|████████  | 37176/46302 [39:23:52<9:41:22,  3.82s/it]
 80%|████████  | 37177/46302 [39:23:56<9:41:10,  3.82s/it]
 80%|████████  | 37178/46302 [39:23:59<9:41:06,  3.82s/it]
 80%|████████  | 37179/46302 [39:24:03<9:40:59,  3.82s/it]
 80%|████████  | 37180/46302 [39:24:07<9:40:59,  3.82s/it]
 80%|████████  | 37181/46302 [39:24:11<9:40:55,  3.82s/it]
 80%|████████  | 37182/46302 [39:24:15<9:40:53,  3.82s/it]
 80%|████████  | 37183/46302 [39:24:19<9:40:52,  3.82s/it]
 80%|████████  | 37184/46302 [39:24:22<9:40:43,  3.82s/it]
 80%|████████  | 37185/46302 [39:24:26<9:40:25,  3.82s/it]
 80%|████████  | 37186/46302 [39:24:30<9:40:22,  3.82s/it]
 80%|████████  | 37187/46302 [39:24:34<9:40:15,  3.82s/it]
 80%|████████  | 37188/46302 [39:24:38<9:40:17,  3.82s/it]
 80%|████████  | 37189/46302 [39:24:41<9:40:16,  3.82s/it]
 80%|████████  | 37190/46302 [39:24:45<9:40:22,  3.82s/it]
 80%|████████  | 37191/46302 [39:24:49<9:40:12,  3.82s/it]
 80%|████████  | 37192/46302 [39:24:53<9:40:08,  3.82s/it]
 80%|████████  | 37193/46302 [39:24:57<9:39:58,  3.82s/it]
 80%|████████  | 37194/46302 [39:25:01<9:39:46,  3.82s/it]
 80%|████████  | 37195/46302 [39:25:04<9:39:43,  3.82s/it]
 80%|████████  | 37196/46302 [39:25:08<9:39:35,  3.82s/it]
 80%|████████  | 37197/46302 [39:25:12<9:39:36,  3.82s/it]
 80%|████████  | 37198/46302 [39:25:16<9:39:23,  3.82s/it]
 80%|████████  | 37199/46302 [39:25:20<9:39:27,  3.82s/it]
 80%|████████  | 37200/46302 [39:25:23<9:39:23,  3.82s/it]
 80%|████████  | 37201/46302 [39:25:27<9:39:14,  3.82s/it]
 80%|████████  | 37202/46302 [39:25:31<9:39:15,  3.82s/it]
 80%|████████  | 37203/46302 [39:25:35<9:39:12,  3.82s/it]
 80%|████████  | 37204/46302 [39:25:39<9:39:03,  3.82s/it]
 80%|████████  | 37205/46302 [39:25:43<9:38:56,  3.82s/it]
 80%|████████  | 37206/46302 [39:25:46<9:38:59,  3.82s/it]
 80%|████████  | 37207/46302 [39:25:50<9:39:01,  3.82s/it]
 80%|████████  | 37208/46302 [39:25:54<9:39:00,  3.82s/it]
 80%|████████  | 37209/46302 [39:25:58<9:38:58,  3.82s/it]
 80%|████████  | 37210/46302 [39:26:02<9:38:45,  3.82s/it]
 80%|████████  | 37211/46302 [39:26:05<9:38:31,  3.82s/it]
 80%|████████  | 37212/46302 [39:26:09<9:38:34,  3.82s/it]
 80%|████████  | 37213/46302 [39:26:13<9:38:29,  3.82s/it]
 80%|████████  | 37214/46302 [39:26:17<9:38:26,  3.82s/it]
 80%|████████  | 37215/46302 [39:26:21<9:38:28,  3.82s/it]
 80%|████████  | 37216/46302 [39:26:25<9:38:33,  3.82s/it]
 80%|████████  | 37217/46302 [39:26:28<9:38:28,  3.82s/it]
 80%|████████  | 37218/46302 [39:26:32<9:38:27,  3.82s/it]
 80%|████████  | 37219/46302 [39:26:36<9:38:18,  3.82s/it]
 80%|████████  | 37220/46302 [39:26:40<9:38:14,  3.82s/it]
 80%|████████  | 37221/46302 [39:26:44<9:37:54,  3.82s/it]
 80%|████████  | 37222/46302 [39:26:48<9:37:46,  3.82s/it]
 80%|████████  | 37223/46302 [39:26:51<9:37:36,  3.82s/it]
 80%|████████  | 37224/46302 [39:26:55<9:37:31,  3.82s/it]
 80%|████████  | 37225/46302 [39:26:59<9:37:23,  3.82s/it]
 80%|████████  | 37226/46302 [39:27:03<9:37:32,  3.82s/it]
 80%|████████  | 37227/46302 [39:27:07<9:37:29,  3.82s/it]
 80%|████████  | 37228/46302 [39:27:10<9:37:22,  3.82s/it]
 80%|████████  | 37229/46302 [39:27:14<9:37:18,  3.82s/it]
 80%|████████  | 37230/46302 [39:27:18<9:37:17,  3.82s/it]
 80%|████████  | 37231/46302 [39:27:22<9:37:12,  3.82s/it]
 80%|████████  | 37232/46302 [39:27:26<9:37:08,  3.82s/it]
 80%|████████  | 37233/46302 [39:27:29<9:37:11,  3.82s/it]
 80%|████████  | 37234/46302 [39:27:33<9:37:17,  3.82s/it]
 80%|████████  | 37235/46302 [39:27:37<9:37:12,  3.82s/it]
 80%|████████  | 37236/46302 [39:27:41<9:37:00,  3.82s/it]
 80%|████████  | 37237/46302 [39:27:45<9:37:04,  3.82s/it]
 80%|████████  | 37238/46302 [39:27:49<9:36:59,  3.82s/it]
 80%|████████  | 37239/46302 [39:27:52<9:36:55,  3.82s/it]
 80%|████████  | 37240/46302 [39:27:56<9:36:54,  3.82s/it]
 80%|████████  | 37241/46302 [39:28:00<9:36:52,  3.82s/it]
 80%|████████  | 37242/46302 [39:28:04<9:36:49,  3.82s/it]
 80%|████████  | 37243/46302 [39:28:08<9:36:37,  3.82s/it]
 80%|████████  | 37244/46302 [39:28:12<9:36:32,  3.82s/it]
 80%|████████  | 37245/46302 [39:28:15<9:36:33,  3.82s/it]
 80%|████████  | 37246/46302 [39:28:19<9:36:32,  3.82s/it]
 80%|████████  | 37247/46302 [39:28:23<9:36:32,  3.82s/it]
 80%|████████  | 37248/46302 [39:28:27<9:36:35,  3.82s/it]
 80%|████████  | 37249/46302 [39:28:31<9:36:33,  3.82s/it]
 80%|████████  | 37250/46302 [39:28:34<9:36:26,  3.82s/it]
 80%|████████  | 37251/46302 [39:28:38<9:36:05,  3.82s/it]
 80%|████████  | 37252/46302 [39:28:42<9:36:04,  3.82s/it]
 80%|████████  | 37253/46302 [39:28:46<9:36:04,  3.82s/it]
 80%|████████  | 37254/46302 [39:28:50<9:36:01,  3.82s/it]
 80%|████████  | 37255/46302 [39:28:54<9:35:49,  3.82s/it]
 80%|████████  | 37256/46302 [39:28:57<9:35:55,  3.82s/it]
 80%|████████  | 37257/46302 [39:29:01<9:36:03,  3.82s/it]
 80%|████████  | 37258/46302 [39:29:05<9:35:47,  3.82s/it]
 80%|████████  | 37259/46302 [39:29:09<9:35:46,  3.82s/it]
 80%|████████  | 37260/46302 [39:29:13<9:35:40,  3.82s/it]
 80%|████████  | 37261/46302 [39:29:16<9:35:43,  3.82s/it]
 80%|████████  | 37262/46302 [39:29:20<9:35:42,  3.82s/it]
 80%|████████  | 37263/46302 [39:29:24<9:35:30,  3.82s/it]
 80%|████████  | 37264/46302 [39:29:28<9:35:33,  3.82s/it]
 80%|████████  | 37265/46302 [39:29:32<9:35:27,  3.82s/it]
 80%|████████  | 37266/46302 [39:29:36<9:35:29,  3.82s/it]
 80%|████████  | 37267/46302 [39:29:39<9:35:24,  3.82s/it]
 80%|████████  | 37268/46302 [39:29:43<9:35:16,  3.82s/it]
 80%|████████  | 37269/46302 [39:29:47<9:35:06,  3.82s/it]
 80%|████████  | 37270/46302 [39:29:51<9:35:03,  3.82s/it]
 80%|████████  | 37271/46302 [39:29:55<9:34:53,  3.82s/it]
 80%|████████  | 37272/46302 [39:29:58<9:34:49,  3.82s/it]
 80%|████████  | 37273/46302 [39:30:02<9:34:51,  3.82s/it]
 81%|████████  | 37274/46302 [39:30:06<9:34:46,  3.82s/it]
 81%|████████  | 37275/46302 [39:30:10<9:34:46,  3.82s/it]
 81%|████████  | 37276/46302 [39:30:14<9:34:36,  3.82s/it]
 81%|████████  | 37277/46302 [39:30:18<9:34:30,  3.82s/it]
 81%|████████  | 37278/46302 [39:30:21<9:34:26,  3.82s/it]
 81%|████████  | 37279/46302 [39:30:25<9:34:10,  3.82s/it]
 81%|████████  | 37280/46302 [39:30:29<9:34:07,  3.82s/it]
 81%|████████  | 37281/46302 [39:30:33<9:34:13,  3.82s/it]
 81%|████████  | 37282/46302 [39:30:37<9:34:07,  3.82s/it]
 81%|████████  | 37283/46302 [39:30:40<9:33:58,  3.82s/it]
 81%|████████  | 37284/46302 [39:30:44<9:33:57,  3.82s/it]
 81%|████████  | 37285/46302 [39:30:48<9:33:51,  3.82s/it]
 81%|████████  | 37286/46302 [39:30:52<9:33:46,  3.82s/it]
 81%|████████  | 37287/46302 [39:30:56<9:33:33,  3.82s/it]
 81%|████████  | 37288/46302 [39:31:00<9:33:30,  3.82s/it]
 81%|████████  | 37289/46302 [39:31:03<9:33:32,  3.82s/it]
 81%|████████  | 37290/46302 [39:31:07<9:33:33,  3.82s/it]
 81%|████████  | 37291/46302 [39:31:11<9:33:32,  3.82s/it]
 81%|████████  | 37292/46302 [39:31:15<9:33:34,  3.82s/it]
 81%|████████  | 37293/46302 [39:31:19<9:33:30,  3.82s/it]
 81%|████████  | 37294/46302 [39:31:22<9:33:23,  3.82s/it]
 81%|████████  | 37295/46302 [39:31:26<9:33:17,  3.82s/it]
 81%|████████  | 37296/46302 [39:31:30<9:33:13,  3.82s/it]
 81%|████████  | 37297/46302 [39:31:34<9:33:10,  3.82s/it]
 81%|████████  | 37298/46302 [39:31:38<9:32:57,  3.82s/it]
 81%|████████  | 37299/46302 [39:31:42<9:32:54,  3.82s/it]
 81%|████████  | 37300/46302 [39:31:45<9:32:50,  3.82s/it]
 81%|████████  | 37301/46302 [39:31:49<9:32:51,  3.82s/it]
 81%|████████  | 37302/46302 [39:31:53<9:32:53,  3.82s/it]
 81%|████████  | 37303/46302 [39:31:57<9:32:41,  3.82s/it]
 81%|████████  | 37304/46302 [39:32:01<9:32:43,  3.82s/it]
 81%|████████  | 37305/46302 [39:32:05<9:32:40,  3.82s/it]
 81%|████████  | 37306/46302 [39:32:08<9:32:42,  3.82s/it]
 81%|████████  | 37307/46302 [39:32:12<9:32:47,  3.82s/it]
 81%|████████  | 37308/46302 [39:32:16<9:32:46,  3.82s/it]
 81%|████████  | 37309/46302 [39:32:20<9:32:34,  3.82s/it]
 81%|████████  | 37310/46302 [39:32:24<9:32:13,  3.82s/it]
 81%|████████  | 37311/46302 [39:32:27<9:32:14,  3.82s/it]
 81%|████████  | 37312/46302 [39:32:31<9:32:08,  3.82s/it]
 81%|████████  | 37313/46302 [39:32:35<9:32:08,  3.82s/it]
 81%|████████  | 37314/46302 [39:32:39<9:32:10,  3.82s/it]
 81%|████████  | 37315/46302 [39:32:43<9:31:58,  3.82s/it]
 81%|████████  | 37316/46302 [39:32:47<9:32:01,  3.82s/it]
 81%|████████  | 37317/46302 [39:32:50<9:32:03,  3.82s/it]
 81%|████████  | 37318/46302 [39:32:54<9:31:50,  3.82s/it]
 81%|████████  | 37319/46302 [39:32:58<9:31:48,  3.82s/it]
 81%|████████  | 37320/46302 [39:33:02<9:31:45,  3.82s/it]
 81%|████████  | 37321/46302 [39:33:06<9:31:42,  3.82s/it]
 81%|████████  | 37322/46302 [39:33:09<9:31:40,  3.82s/it]
 81%|████████  | 37323/46302 [39:33:13<9:31:29,  3.82s/it]
 81%|████████  | 37324/46302 [39:33:17<9:31:18,  3.82s/it]
 81%|████████  | 37325/46302 [39:33:21<9:31:23,  3.82s/it]
 81%|████████  | 37326/46302 [39:33:25<9:31:19,  3.82s/it]
 81%|████████  | 37327/46302 [39:33:29<9:31:14,  3.82s/it]
 81%|████████  | 37328/46302 [39:33:32<9:31:18,  3.82s/it]
 81%|████████  | 37329/46302 [39:33:36<9:31:03,  3.82s/it]
 81%|████████  | 37330/46302 [39:33:40<9:30:58,  3.82s/it]
 81%|████████  | 37331/46302 [39:33:44<9:30:57,  3.82s/it]
 81%|████████  | 37332/46302 [39:33:48<9:30:55,  3.82s/it]
 81%|████████  | 37333/46302 [39:33:51<9:30:52,  3.82s/it]
 81%|████████  | 37334/46302 [39:33:55<9:30:38,  3.82s/it]
 81%|████████  | 37335/46302 [39:33:59<9:30:39,  3.82s/it]
 81%|████████  | 37336/46302 [39:34:03<9:30:35,  3.82s/it]
 81%|████████  | 37337/46302 [39:34:07<9:30:28,  3.82s/it]
 81%|████████  | 37338/46302 [39:34:11<9:30:34,  3.82s/it]
 81%|████████  | 37339/46302 [39:34:14<9:30:32,  3.82s/it]
 81%|████████  | 37340/46302 [39:34:18<9:30:39,  3.82s/it]
 81%|████████  | 37341/46302 [39:34:22<9:30:29,  3.82s/it]
 81%|████████  | 37342/46302 [39:34:26<9:30:17,  3.82s/it]
 81%|████████  | 37343/46302 [39:34:30<9:30:13,  3.82s/it]
 81%|████████  | 37344/46302 [39:34:33<9:30:07,  3.82s/it]
 81%|████████  | 37345/46302 [39:34:37<9:30:03,  3.82s/it]
 81%|████████  | 37346/46302 [39:34:41<9:30:05,  3.82s/it]
 81%|████████  | 37347/46302 [39:34:45<9:30:05,  3.82s/it]
 81%|████████  | 37348/46302 [39:34:49<9:30:00,  3.82s/it]
 81%|████████  | 37349/46302 [39:34:53<9:30:02,  3.82s/it]
 81%|████████  | 37350/46302 [39:34:56<9:30:02,  3.82s/it]
 81%|████████  | 37351/46302 [39:35:00<9:29:49,  3.82s/it]
 81%|████████  | 37352/46302 [39:35:04<9:29:48,  3.82s/it]
 81%|████████  | 37353/46302 [39:35:08<9:29:46,  3.82s/it]
 81%|████████  | 37354/46302 [39:35:12<9:29:48,  3.82s/it]
 81%|████████  | 37355/46302 [39:35:15<9:29:41,  3.82s/it]
 81%|████████  | 37356/46302 [39:35:19<9:29:42,  3.82s/it]
 81%|████████  | 37357/46302 [39:35:23<9:29:36,  3.82s/it]
 81%|████████  | 37358/46302 [39:35:27<9:29:31,  3.82s/it]
 81%|████████  | 37359/46302 [39:35:31<9:29:29,  3.82s/it]
 81%|████████  | 37360/46302 [39:35:35<9:29:33,  3.82s/it]
 81%|████████  | 37361/46302 [39:35:38<9:29:14,  3.82s/it]
 81%|████████  | 37362/46302 [39:35:42<9:29:14,  3.82s/it]
 81%|████████  | 37363/46302 [39:35:46<9:29:17,  3.82s/it]
 81%|████████  | 37364/46302 [39:35:50<9:29:12,  3.82s/it]
 81%|████████  | 37365/46302 [39:35:54<9:29:12,  3.82s/it]
 81%|████████  | 37366/46302 [39:35:58<9:29:02,  3.82s/it]
 81%|████████  | 37367/46302 [39:36:01<9:28:54,  3.82s/it]
 81%|████████  | 37368/46302 [39:36:05<9:28:58,  3.82s/it]
 81%|████████  | 37369/46302 [39:36:09<9:28:53,  3.82s/it]
 81%|████████  | 37370/46302 [39:36:13<9:28:50,  3.82s/it]
 81%|████████  | 37371/46302 [39:36:17<9:28:43,  3.82s/it]
 81%|████████  | 37372/46302 [39:36:20<9:28:27,  3.82s/it]
 81%|████████  | 37373/46302 [39:36:24<9:28:20,  3.82s/it]
 81%|████████  | 37374/46302 [39:36:28<9:28:27,  3.82s/it]
 81%|████████  | 37375/46302 [39:36:32<9:28:28,  3.82s/it]
 81%|████████  | 37376/46302 [39:36:36<9:28:24,  3.82s/it]
 81%|████████  | 37377/46302 [39:36:40<9:28:24,  3.82s/it]
 81%|████████  | 37378/46302 [39:36:43<9:28:17,  3.82s/it]
 81%|████████  | 37379/46302 [39:36:47<9:28:10,  3.82s/it]
 81%|████████  | 37380/46302 [39:36:51<9:28:05,  3.82s/it]
 81%|████████  | 37381/46302 [39:36:55<9:28:04,  3.82s/it]
 81%|████████  | 37382/46302 [39:36:59<9:28:03,  3.82s/it]
 81%|████████  | 37383/46302 [39:37:02<9:28:05,  3.82s/it]
 81%|████████  | 37384/46302 [39:37:06<9:27:54,  3.82s/it]
 81%|████████  | 37385/46302 [39:37:10<9:27:45,  3.82s/it]
 81%|████████  | 37386/46302 [39:37:14<9:27:40,  3.82s/it]
 81%|████████  | 37387/46302 [39:37:18<9:27:39,  3.82s/it]
 81%|████████  | 37388/46302 [39:37:22<9:27:43,  3.82s/it]
 81%|████████  | 37389/46302 [39:37:25<9:27:40,  3.82s/it]
 81%|████████  | 37390/46302 [39:37:29<9:27:30,  3.82s/it]
 81%|████████  | 37391/46302 [39:37:33<9:27:31,  3.82s/it]
 81%|████████  | 37392/46302 [39:37:37<9:27:30,  3.82s/it]
 81%|████████  | 37393/46302 [39:37:41<9:27:29,  3.82s/it]
 81%|████████  | 37394/46302 [39:37:44<9:27:12,  3.82s/it]
 81%|████████  | 37395/46302 [39:37:48<9:27:14,  3.82s/it]
 81%|████████  | 37396/46302 [39:37:52<9:27:11,  3.82s/it]
 81%|████████  | 37397/46302 [39:37:56<9:27:14,  3.82s/it]
 81%|████████  | 37398/46302 [39:38:00<9:27:06,  3.82s/it]
 81%|████████  | 37399/46302 [39:38:04<9:27:03,  3.82s/it]
 81%|████████  | 37400/46302 [39:38:07<9:26:56,  3.82s/it]
 81%|████████  | 37401/46302 [39:38:11<9:26:46,  3.82s/it]
 81%|████████  | 37402/46302 [39:38:15<9:26:42,  3.82s/it]
 81%|████████  | 37403/46302 [39:38:19<9:26:42,  3.82s/it]
 81%|████████  | 37404/46302 [39:38:23<9:26:46,  3.82s/it]
 81%|████████  | 37405/46302 [39:38:27<9:26:45,  3.82s/it]
 81%|████████  | 37406/46302 [39:38:30<9:26:44,  3.82s/it]
 81%|████████  | 37407/46302 [39:38:34<9:26:36,  3.82s/it]
 81%|████████  | 37408/46302 [39:38:38<9:26:26,  3.82s/it]
 81%|████████  | 37409/46302 [39:38:42<9:26:25,  3.82s/it]
 81%|████████  | 37410/46302 [39:38:46<9:26:19,  3.82s/it]
 81%|████████  | 37411/46302 [39:38:49<9:26:15,  3.82s/it]
 81%|████████  | 37412/46302 [39:38:53<9:26:07,  3.82s/it]
 81%|████████  | 37413/46302 [39:38:57<9:25:43,  3.82s/it]
 81%|████████  | 37414/46302 [39:39:01<9:25:46,  3.82s/it]
 81%|████████  | 37415/46302 [39:39:05<9:25:35,  3.82s/it]
 81%|████████  | 37416/46302 [39:39:09<9:25:03,  3.82s/it]
 81%|████████  | 37417/46302 [39:39:12<9:25:21,  3.82s/it]
 81%|████████  | 37418/46302 [39:39:16<9:25:33,  3.82s/it]
 81%|████████  | 37419/46302 [39:39:20<9:25:33,  3.82s/it]
 81%|████████  | 37420/46302 [39:39:24<9:25:17,  3.82s/it]
 81%|████████  | 37421/46302 [39:39:28<9:25:03,  3.82s/it]
 81%|████████  | 37422/46302 [39:39:31<9:25:05,  3.82s/it]
 81%|████████  | 37423/46302 [39:39:35<9:25:01,  3.82s/it]
 81%|████████  | 37424/46302 [39:39:39<9:24:56,  3.82s/it]
 81%|████████  | 37425/46302 [39:39:43<9:25:06,  3.82s/it]
 81%|████████  | 37426/46302 [39:39:47<9:24:26,  3.82s/it]
 81%|████████  | 37427/46302 [39:39:51<9:23:58,  3.81s/it]
 81%|████████  | 37428/46302 [39:39:54<9:24:19,  3.82s/it]
 81%|████████  | 37429/46302 [39:39:58<9:24:31,  3.82s/it]
 81%|████████  | 37430/46302 [39:40:02<9:24:37,  3.82s/it]
 81%|████████  | 37431/46302 [39:40:06<9:24:31,  3.82s/it]
 81%|████████  | 37432/46302 [39:40:10<9:24:33,  3.82s/it]
 81%|████████  | 37433/46302 [39:40:13<9:24:28,  3.82s/it]
 81%|████████  | 37434/46302 [39:40:17<9:24:20,  3.82s/it]
 81%|████████  | 37435/46302 [39:40:21<9:24:22,  3.82s/it]
 81%|████████  | 37436/46302 [39:40:25<9:24:08,  3.82s/it]
 81%|████████  | 37437/46302 [39:40:29<9:23:51,  3.82s/it]
 81%|████████  | 37438/46302 [39:40:33<9:24:00,  3.82s/it]
 81%|████████  | 37439/46302 [39:40:36<9:23:58,  3.82s/it]
 81%|████████  | 37440/46302 [39:40:40<9:23:58,  3.82s/it]
 81%|████████  | 37441/46302 [39:40:44<9:24:02,  3.82s/it]
 81%|████████  | 37442/46302 [39:40:48<9:23:59,  3.82s/it]
 81%|████████  | 37443/46302 [39:40:52<9:23:53,  3.82s/it]
 81%|████████  | 37444/46302 [39:40:55<9:23:43,  3.82s/it]
 81%|████████  | 37445/46302 [39:40:59<9:23:46,  3.82s/it]
 81%|████████  | 37446/46302 [39:41:03<9:23:32,  3.82s/it]
 81%|████████  | 37447/46302 [39:41:07<9:23:27,  3.82s/it]
 81%|████████  | 37448/46302 [39:41:11<9:23:31,  3.82s/it]
 81%|████████  | 37449/46302 [39:41:15<9:23:31,  3.82s/it]
 81%|████████  | 37450/46302 [39:41:18<9:23:38,  3.82s/it]
 81%|████████  | 37451/46302 [39:41:22<9:23:36,  3.82s/it]
 81%|████████  | 37452/46302 [39:41:26<9:23:30,  3.82s/it]
 81%|████████  | 37453/46302 [39:41:30<9:23:35,  3.82s/it]
 81%|████████  | 37454/46302 [39:41:34<9:23:21,  3.82s/it]
 81%|████████  | 37455/46302 [39:41:37<9:23:13,  3.82s/it]
 81%|████████  | 37456/46302 [39:41:41<9:23:15,  3.82s/it]
 81%|████████  | 37457/46302 [39:41:45<9:23:06,  3.82s/it]
 81%|████████  | 37458/46302 [39:41:49<9:23:08,  3.82s/it]
 81%|████████  | 37459/46302 [39:41:53<9:23:03,  3.82s/it]
 81%|████████  | 37460/46302 [39:41:57<9:22:56,  3.82s/it]
 81%|████████  | 37461/46302 [39:42:00<9:22:55,  3.82s/it]
 81%|████████  | 37462/46302 [39:42:04<9:22:52,  3.82s/it]
 81%|████████  | 37463/46302 [39:42:08<9:22:49,  3.82s/it]
 81%|████████  | 37464/46302 [39:42:12<9:23:04,  3.82s/it]
 81%|████████  | 37465/46302 [39:42:16<9:22:52,  3.82s/it]
 81%|████████  | 37466/46302 [39:42:19<9:22:49,  3.82s/it]
 81%|████████  | 37467/46302 [39:42:23<9:22:49,  3.82s/it]
 81%|████████  | 37468/46302 [39:42:27<9:22:49,  3.82s/it]
 81%|████████  | 37469/46302 [39:42:31<9:22:39,  3.82s/it]
 81%|████████  | 37470/46302 [39:42:35<9:22:23,  3.82s/it]
 81%|████████  | 37471/46302 [39:42:39<9:22:23,  3.82s/it]
 81%|████████  | 37472/46302 [39:42:42<9:22:22,  3.82s/it]
 81%|████████  | 37473/46302 [39:42:46<9:22:10,  3.82s/it]
 81%|████████  | 37474/46302 [39:42:50<9:22:02,  3.82s/it]
 81%|████████  | 37475/46302 [39:42:54<9:22:09,  3.82s/it]
 81%|████████  | 37476/46302 [39:42:58<9:21:50,  3.82s/it]
 81%|████████  | 37477/46302 [39:43:02<9:21:55,  3.82s/it]
 81%|████████  | 37478/46302 [39:43:05<9:21:32,  3.82s/it]
 81%|████████  | 37479/46302 [39:43:09<9:21:22,  3.82s/it]
 81%|████████  | 37480/46302 [39:43:13<9:21:23,  3.82s/it]
 81%|████████  | 37481/46302 [39:43:17<9:21:23,  3.82s/it]
 81%|████████  | 37482/46302 [39:43:21<9:21:32,  3.82s/it]
 81%|████████  | 37483/46302 [39:43:24<9:21:34,  3.82s/it]
 81%|████████  | 37484/46302 [39:43:28<9:21:28,  3.82s/it]
 81%|████████  | 37485/46302 [39:43:32<9:21:36,  3.82s/it]
 81%|████████  | 37486/46302 [39:43:36<9:21:38,  3.82s/it]
 81%|████████  | 37487/46302 [39:43:40<9:21:39,  3.82s/it]
 81%|████████  | 37488/46302 [39:43:44<9:21:25,  3.82s/it]
 81%|████████  | 37489/46302 [39:43:47<9:21:17,  3.82s/it]
 81%|████████  | 37490/46302 [39:43:51<9:21:03,  3.82s/it]
 81%|████████  | 37491/46302 [39:43:55<9:20:59,  3.82s/it]
 81%|████████  | 37492/46302 [39:43:59<9:20:59,  3.82s/it]
 81%|████████  | 37493/46302 [39:44:03<9:20:59,  3.82s/it]
 81%|████████  | 37494/46302 [39:44:06<9:20:56,  3.82s/it]
 81%|████████  | 37495/46302 [39:44:10<9:20:46,  3.82s/it]
 81%|████████  | 37496/46302 [39:44:14<9:20:35,  3.82s/it]
 81%|████████  | 37497/46302 [39:44:18<9:20:46,  3.82s/it]
 81%|████████  | 37498/46302 [39:44:22<9:20:18,  3.82s/it]
 81%|████████  | 37499/46302 [39:44:26<9:20:16,  3.82s/it]
 81%|████████  | 37500/46302 [39:44:29<9:20:25,  3.82s/it]
                                                          
{'loss': 3.1104, 'learning_rate': 0.0009714802878460112, 'epoch': 0.81}

 81%|████████  | 37500/46302 [39:44:29<9:20:25,  3.82s/it]
 81%|████████  | 37501/46302 [39:44:33<9:20:36,  3.82s/it]
 81%|████████  | 37502/46302 [39:44:37<9:20:26,  3.82s/it]
 81%|████████  | 37503/46302 [39:44:41<9:20:26,  3.82s/it]
 81%|████████  | 37504/46302 [39:44:45<9:20:19,  3.82s/it]
 81%|████████  | 37505/46302 [39:44:48<9:20:22,  3.82s/it]
 81%|████████  | 37506/46302 [39:44:52<9:20:15,  3.82s/it]
 81%|████████  | 37507/46302 [39:44:56<9:20:06,  3.82s/it]
 81%|████████  | 37508/46302 [39:45:00<9:19:56,  3.82s/it]
 81%|████████  | 37509/46302 [39:45:04<9:19:44,  3.82s/it]
 81%|████████  | 37510/46302 [39:45:08<9:19:48,  3.82s/it]
 81%|████████  | 37511/46302 [39:45:11<9:19:54,  3.82s/it]
 81%|████████  | 37512/46302 [39:45:15<9:19:46,  3.82s/it]
 81%|████████  | 37513/46302 [39:45:19<9:19:30,  3.82s/it]
 81%|████████  | 37514/46302 [39:45:23<9:19:32,  3.82s/it]
 81%|████████  | 37515/46302 [39:45:27<9:19:33,  3.82s/it]
 81%|████████  | 37516/46302 [39:45:31<9:19:27,  3.82s/it]
 81%|████████  | 37517/46302 [39:45:34<9:19:23,  3.82s/it]
 81%|████████  | 37518/46302 [39:45:38<9:19:17,  3.82s/it]
 81%|████████  | 37519/46302 [39:45:42<9:19:19,  3.82s/it]
 81%|████████  | 37520/46302 [39:45:46<9:19:10,  3.82s/it]
 81%|████████  | 37521/46302 [39:45:50<9:19:18,  3.82s/it]
 81%|████████  | 37522/46302 [39:45:53<9:19:03,  3.82s/it]
 81%|████████  | 37523/46302 [39:45:57<9:18:59,  3.82s/it]
 81%|████████  | 37524/46302 [39:46:01<9:18:55,  3.82s/it]
 81%|████████  | 37525/46302 [39:46:05<9:18:55,  3.82s/it]
 81%|████████  | 37526/46302 [39:46:09<9:18:52,  3.82s/it]
 81%|████████  | 37527/46302 [39:46:13<9:18:44,  3.82s/it]
 81%|████████  | 37528/46302 [39:46:16<9:18:35,  3.82s/it]
 81%|████████  | 37529/46302 [39:46:20<9:18:32,  3.82s/it]
 81%|████████  | 37530/46302 [39:46:24<9:18:27,  3.82s/it]
 81%|████████  | 37531/46302 [39:46:28<9:18:26,  3.82s/it]
 81%|████████  | 37532/46302 [39:46:32<9:18:14,  3.82s/it]
 81%|████████  | 37533/46302 [39:46:35<9:18:14,  3.82s/it]
 81%|████████  | 37534/46302 [39:46:39<9:18:14,  3.82s/it]
 81%|████████  | 37535/46302 [39:46:43<9:18:15,  3.82s/it]
 81%|████████  | 37536/46302 [39:46:47<9:18:10,  3.82s/it]
 81%|████████  | 37537/46302 [39:46:51<9:18:15,  3.82s/it]
 81%|████████  | 37538/46302 [39:46:55<9:18:07,  3.82s/it]
 81%|████████  | 37539/46302 [39:46:58<9:18:07,  3.82s/it]
 81%|████████  | 37540/46302 [39:47:02<9:17:59,  3.82s/it]
 81%|████████  | 37541/46302 [39:47:06<9:18:00,  3.82s/it]
 81%|████████  | 37542/46302 [39:47:10<9:18:00,  3.82s/it]
 81%|████████  | 37543/46302 [39:47:14<9:17:56,  3.82s/it]
 81%|████████  | 37544/46302 [39:47:18<9:17:44,  3.82s/it]
 81%|████████  | 37545/46302 [39:47:21<9:17:35,  3.82s/it]
 81%|████████  | 37546/46302 [39:47:25<9:17:28,  3.82s/it]
 81%|████████  | 37547/46302 [39:47:29<9:17:25,  3.82s/it]
 81%|████████  | 37548/46302 [39:47:33<9:17:20,  3.82s/it]
 81%|████████  | 37549/46302 [39:47:37<9:17:20,  3.82s/it]
 81%|████████  | 37550/46302 [39:47:40<9:17:10,  3.82s/it]
 81%|████████  | 37551/46302 [39:47:44<9:17:08,  3.82s/it]
 81%|████████  | 37552/46302 [39:47:48<9:17:02,  3.82s/it]
 81%|████████  | 37553/46302 [39:47:52<9:17:07,  3.82s/it]
 81%|████████  | 37554/46302 [39:47:56<9:17:03,  3.82s/it]
 81%|████████  | 37555/46302 [39:48:00<9:16:55,  3.82s/it]
 81%|████████  | 37556/46302 [39:48:03<9:16:59,  3.82s/it]
 81%|████████  | 37557/46302 [39:48:07<9:16:54,  3.82s/it]
 81%|████████  | 37558/46302 [39:48:11<9:16:46,  3.82s/it]
 81%|████████  | 37559/46302 [39:48:15<9:16:43,  3.82s/it]
 81%|████████  | 37560/46302 [39:48:19<9:16:39,  3.82s/it]
 81%|████████  | 37561/46302 [39:48:22<9:16:39,  3.82s/it]
 81%|████████  | 37562/46302 [39:48:26<9:16:34,  3.82s/it]
 81%|████████  | 37563/46302 [39:48:30<9:16:34,  3.82s/it]
 81%|████████  | 37564/46302 [39:48:34<9:16:24,  3.82s/it]
 81%|████████  | 37565/46302 [39:48:38<9:16:17,  3.82s/it]
 81%|████████  | 37566/46302 [39:48:42<9:16:18,  3.82s/it]
 81%|████████  | 37567/46302 [39:48:45<9:16:13,  3.82s/it]
 81%|████████  | 37568/46302 [39:48:49<9:16:10,  3.82s/it]
 81%|████████  | 37569/46302 [39:48:53<9:16:16,  3.82s/it]
 81%|████████  | 37570/46302 [39:48:57<9:16:07,  3.82s/it]
 81%|████████  | 37571/46302 [39:49:01<9:15:58,  3.82s/it]
 81%|████████  | 37572/46302 [39:49:04<9:15:56,  3.82s/it]
 81%|████████  | 37573/46302 [39:49:08<9:16:02,  3.82s/it]
 81%|████████  | 37574/46302 [39:49:12<9:15:54,  3.82s/it]
 81%|████████  | 37575/46302 [39:49:16<9:15:51,  3.82s/it]
 81%|████████  | 37576/46302 [39:49:20<9:15:36,  3.82s/it]
 81%|████████  | 37577/46302 [39:49:24<9:15:34,  3.82s/it]
 81%|████████  | 37578/46302 [39:49:27<9:15:28,  3.82s/it]
 81%|████████  | 37579/46302 [39:49:31<9:15:23,  3.82s/it]
 81%|████████  | 37580/46302 [39:49:35<9:15:20,  3.82s/it]
 81%|████████  | 37581/46302 [39:49:39<9:15:11,  3.82s/it]
 81%|████████  | 37582/46302 [39:49:43<9:14:55,  3.82s/it]
 81%|████████  | 37583/46302 [39:49:46<9:14:58,  3.82s/it]
 81%|████████  | 37584/46302 [39:49:50<9:15:01,  3.82s/it]
 81%|████████  | 37585/46302 [39:49:54<9:15:03,  3.82s/it]
 81%|████████  | 37586/46302 [39:49:58<9:15:00,  3.82s/it]
 81%|████████  | 37587/46302 [39:50:02<9:14:52,  3.82s/it]
 81%|████████  | 37588/46302 [39:50:06<9:14:55,  3.82s/it]
 81%|████████  | 37589/46302 [39:50:09<9:14:51,  3.82s/it]
 81%|████████  | 37590/46302 [39:50:13<9:14:42,  3.82s/it]
 81%|████████  | 37591/46302 [39:50:17<9:14:38,  3.82s/it]
 81%|████████  | 37592/46302 [39:50:21<9:14:35,  3.82s/it]
 81%|████████  | 37593/46302 [39:50:25<9:14:30,  3.82s/it]
 81%|████████  | 37594/46302 [39:50:29<9:14:22,  3.82s/it]
 81%|████████  | 37595/46302 [39:50:32<9:14:16,  3.82s/it]
 81%|████████  | 37596/46302 [39:50:36<9:14:13,  3.82s/it]
 81%|████████  | 37597/46302 [39:50:40<9:14:04,  3.82s/it]
 81%|████████  | 37598/46302 [39:50:44<9:14:14,  3.82s/it]
 81%|████████  | 37599/46302 [39:50:48<9:14:16,  3.82s/it]
 81%|████████  | 37600/46302 [39:50:51<9:14:02,  3.82s/it]
 81%|████████  | 37601/46302 [39:50:55<9:13:57,  3.82s/it]
 81%|████████  | 37602/46302 [39:50:59<9:13:56,  3.82s/it]
 81%|████████  | 37603/46302 [39:51:03<9:13:46,  3.82s/it]
 81%|████████  | 37604/46302 [39:51:07<9:13:40,  3.82s/it]
 81%|████████  | 37605/46302 [39:51:11<9:13:47,  3.82s/it]
 81%|████████  | 37606/46302 [39:51:14<9:13:46,  3.82s/it]
 81%|████████  | 37607/46302 [39:51:18<9:13:43,  3.82s/it]
 81%|████████  | 37608/46302 [39:51:22<9:13:37,  3.82s/it]
 81%|████████  | 37609/46302 [39:51:26<9:13:43,  3.82s/it]
 81%|████████  | 37610/46302 [39:51:30<9:13:40,  3.82s/it]
 81%|████████  | 37611/46302 [39:51:33<9:13:39,  3.82s/it]
 81%|████████  | 37612/46302 [39:51:37<9:13:28,  3.82s/it]
 81%|████████  | 37613/46302 [39:51:41<9:13:21,  3.82s/it]
 81%|████████  | 37614/46302 [39:51:45<9:13:12,  3.82s/it]
 81%|████████  | 37615/46302 [39:51:49<9:13:09,  3.82s/it]
 81%|████████  | 37616/46302 [39:51:53<9:13:08,  3.82s/it]
 81%|████████  | 37617/46302 [39:51:56<9:13:09,  3.82s/it]
 81%|████████  | 37618/46302 [39:52:00<9:13:01,  3.82s/it]
 81%|████████  | 37619/46302 [39:52:04<9:13:03,  3.82s/it]
 81%|████████  | 37620/46302 [39:52:08<9:12:58,  3.82s/it]
 81%|████████▏ | 37621/46302 [39:52:12<9:12:45,  3.82s/it]
 81%|████████▏ | 37622/46302 [39:52:16<9:12:34,  3.82s/it]
 81%|████████▏ | 37623/46302 [39:52:19<9:12:31,  3.82s/it]
 81%|████████▏ | 37624/46302 [39:52:23<9:12:28,  3.82s/it]
 81%|████████▏ | 37625/46302 [39:52:27<9:12:14,  3.82s/it]
 81%|████████▏ | 37626/46302 [39:52:31<9:12:13,  3.82s/it]
 81%|████████▏ | 37627/46302 [39:52:35<9:12:10,  3.82s/it]
 81%|████████▏ | 37628/46302 [39:52:38<9:12:08,  3.82s/it]
 81%|████████▏ | 37629/46302 [39:52:42<9:12:13,  3.82s/it]
 81%|████████▏ | 37630/46302 [39:52:46<9:12:08,  3.82s/it]
 81%|████████▏ | 37631/46302 [39:52:50<9:12:19,  3.82s/it]
 81%|████████▏ | 37632/46302 [39:52:54<9:11:59,  3.82s/it]
 81%|████████▏ | 37633/46302 [39:52:58<9:11:44,  3.82s/it]
 81%|████████▏ | 37634/46302 [39:53:01<9:11:43,  3.82s/it]
 81%|████████▏ | 37635/46302 [39:53:05<9:11:42,  3.82s/it]
 81%|████████▏ | 37636/46302 [39:53:09<9:11:41,  3.82s/it]
 81%|████████▏ | 37637/46302 [39:53:13<9:11:47,  3.82s/it]
 81%|████████▏ | 37638/46302 [39:53:17<9:11:40,  3.82s/it]
 81%|████████▏ | 37639/46302 [39:53:20<9:11:38,  3.82s/it]
 81%|████████▏ | 37640/46302 [39:53:24<9:11:34,  3.82s/it]
 81%|████████▏ | 37641/46302 [39:53:28<9:11:17,  3.82s/it]
 81%|████████▏ | 37642/46302 [39:53:32<9:11:18,  3.82s/it]
 81%|████████▏ | 37643/46302 [39:53:36<9:11:14,  3.82s/it]
 81%|████████▏ | 37644/46302 [39:53:40<9:11:12,  3.82s/it]
 81%|████████▏ | 37645/46302 [39:53:43<9:11:14,  3.82s/it]
 81%|████████▏ | 37646/46302 [39:53:47<9:11:08,  3.82s/it]
 81%|████████▏ | 37647/46302 [39:53:51<9:11:00,  3.82s/it]
 81%|████████▏ | 37648/46302 [39:53:55<9:11:01,  3.82s/it]
 81%|████████▏ | 37649/46302 [39:53:59<9:11:05,  3.82s/it]
 81%|████████▏ | 37650/46302 [39:54:02<9:10:57,  3.82s/it]
 81%|████████▏ | 37651/46302 [39:54:06<9:11:00,  3.82s/it]
 81%|████████▏ | 37652/46302 [39:54:10<9:10:45,  3.82s/it]
 81%|████████▏ | 37653/46302 [39:54:14<9:10:38,  3.82s/it]
 81%|████████▏ | 37654/46302 [39:54:18<9:10:38,  3.82s/it]
 81%|████████▏ | 37655/46302 [39:54:22<9:10:28,  3.82s/it]
 81%|████████▏ | 37656/46302 [39:54:25<9:10:30,  3.82s/it]
 81%|████████▏ | 37657/46302 [39:54:29<9:10:26,  3.82s/it]
 81%|████████▏ | 37658/46302 [39:54:33<9:10:25,  3.82s/it]
 81%|████████▏ | 37659/46302 [39:54:37<9:10:17,  3.82s/it]
 81%|████████▏ | 37660/46302 [39:54:41<9:10:03,  3.82s/it]
 81%|████████▏ | 37661/46302 [39:54:44<9:10:05,  3.82s/it]
 81%|████████▏ | 37662/46302 [39:54:48<9:10:04,  3.82s/it]
 81%|████████▏ | 37663/46302 [39:54:52<9:09:58,  3.82s/it]
 81%|████████▏ | 37664/46302 [39:54:56<9:09:52,  3.82s/it]
 81%|████████▏ | 37665/46302 [39:55:00<9:09:50,  3.82s/it]
 81%|████████▏ | 37666/46302 [39:55:04<9:09:45,  3.82s/it]
 81%|████████▏ | 37667/46302 [39:55:07<9:09:42,  3.82s/it]
 81%|████████▏ | 37668/46302 [39:55:11<9:09:35,  3.82s/it]
 81%|████████▏ | 37669/46302 [39:55:15<9:09:32,  3.82s/it]
 81%|████████▏ | 37670/46302 [39:55:19<9:09:25,  3.82s/it]
 81%|████████▏ | 37671/46302 [39:55:23<9:09:24,  3.82s/it]
 81%|████████▏ | 37672/46302 [39:55:26<9:09:14,  3.82s/it]
 81%|████████▏ | 37673/46302 [39:55:30<9:09:22,  3.82s/it]
 81%|████████▏ | 37674/46302 [39:55:34<9:09:21,  3.82s/it]
 81%|████████▏ | 37675/46302 [39:55:38<9:09:21,  3.82s/it]
 81%|████████▏ | 37676/46302 [39:55:42<9:09:20,  3.82s/it]
 81%|████████▏ | 37677/46302 [39:55:46<9:09:12,  3.82s/it]
 81%|████████▏ | 37678/46302 [39:55:49<9:09:07,  3.82s/it]
 81%|████████▏ | 37679/46302 [39:55:53<9:09:13,  3.82s/it]
 81%|████████▏ | 37680/46302 [39:55:57<9:09:14,  3.82s/it]
 81%|████████▏ | 37681/46302 [39:56:01<9:09:06,  3.82s/it]
 81%|████████▏ | 37682/46302 [39:56:05<9:08:58,  3.82s/it]
 81%|████████▏ | 37683/46302 [39:56:09<9:08:56,  3.82s/it]
 81%|████████▏ | 37684/46302 [39:56:12<9:08:55,  3.82s/it]
 81%|████████▏ | 37685/46302 [39:56:16<9:08:51,  3.82s/it]
 81%|████████▏ | 37686/46302 [39:56:20<9:08:44,  3.82s/it]
 81%|████████▏ | 37687/46302 [39:56:24<9:08:34,  3.82s/it]
 81%|████████▏ | 37688/46302 [39:56:28<9:08:36,  3.82s/it]
 81%|████████▏ | 37689/46302 [39:56:31<9:08:31,  3.82s/it]
 81%|████████▏ | 37690/46302 [39:56:35<9:08:32,  3.82s/it]
 81%|████████▏ | 37691/46302 [39:56:39<9:08:26,  3.82s/it]
 81%|████████▏ | 37692/46302 [39:56:43<9:08:22,  3.82s/it]
 81%|████████▏ | 37693/46302 [39:56:47<9:08:17,  3.82s/it]
 81%|████████▏ | 37694/46302 [39:56:51<9:08:16,  3.82s/it]
 81%|████████▏ | 37695/46302 [39:56:54<9:08:13,  3.82s/it]
 81%|████████▏ | 37696/46302 [39:56:58<9:08:09,  3.82s/it]
 81%|████████▏ | 37697/46302 [39:57:02<9:08:04,  3.82s/it]
 81%|████████▏ | 37698/46302 [39:57:06<9:07:49,  3.82s/it]
 81%|████████▏ | 37699/46302 [39:57:10<9:07:44,  3.82s/it]
 81%|████████▏ | 37700/46302 [39:57:13<9:07:45,  3.82s/it]
 81%|████████▏ | 37701/46302 [39:57:17<9:07:40,  3.82s/it]
 81%|████████▏ | 37702/46302 [39:57:21<9:07:41,  3.82s/it]
 81%|████████▏ | 37703/46302 [39:57:25<9:07:44,  3.82s/it]
 81%|████████▏ | 37704/46302 [39:57:29<9:07:41,  3.82s/it]
 81%|████████▏ | 37705/46302 [39:57:33<9:07:40,  3.82s/it]
 81%|████████▏ | 37706/46302 [39:57:36<9:07:35,  3.82s/it]
 81%|████████▏ | 37707/46302 [39:57:40<9:07:35,  3.82s/it]
 81%|████████▏ | 37708/46302 [39:57:44<9:07:29,  3.82s/it]
 81%|████████▏ | 37709/46302 [39:57:48<9:07:21,  3.82s/it]
 81%|████████▏ | 37710/46302 [39:57:52<9:07:17,  3.82s/it]
 81%|████████▏ | 37711/46302 [39:57:56<9:07:16,  3.82s/it]
 81%|████████▏ | 37712/46302 [39:57:59<9:07:09,  3.82s/it]
 81%|████████▏ | 37713/46302 [39:58:03<9:07:01,  3.82s/it]
 81%|████████▏ | 37714/46302 [39:58:07<9:06:46,  3.82s/it]
 81%|████████▏ | 37715/46302 [39:58:11<9:06:47,  3.82s/it]
 81%|████████▏ | 37716/46302 [39:58:15<9:06:44,  3.82s/it]
 81%|████████▏ | 37717/46302 [39:58:18<9:06:38,  3.82s/it]
 81%|████████▏ | 37718/46302 [39:58:22<9:06:24,  3.82s/it]
 81%|████████▏ | 37719/46302 [39:58:26<9:06:21,  3.82s/it]
 81%|████████▏ | 37720/46302 [39:58:30<9:06:17,  3.82s/it]
 81%|████████▏ | 37721/46302 [39:58:34<9:06:27,  3.82s/it]
 81%|████████▏ | 37722/46302 [39:58:38<9:06:25,  3.82s/it]
 81%|████████▏ | 37723/46302 [39:58:41<9:06:21,  3.82s/it]
 81%|████████▏ | 37724/46302 [39:58:45<9:06:14,  3.82s/it]
 81%|████████▏ | 37725/46302 [39:58:49<9:06:23,  3.82s/it]
 81%|████████▏ | 37726/46302 [39:58:53<9:06:22,  3.82s/it]
 81%|████████▏ | 37727/46302 [39:58:57<9:06:14,  3.82s/it]
 81%|████████▏ | 37728/46302 [39:59:00<9:06:08,  3.82s/it]
 81%|████████▏ | 37729/46302 [39:59:04<9:06:09,  3.82s/it]
 81%|████████▏ | 37730/46302 [39:59:08<9:05:57,  3.82s/it]
 81%|████████▏ | 37731/46302 [39:59:12<9:05:53,  3.82s/it]
 81%|████████▏ | 37732/46302 [39:59:16<9:05:51,  3.82s/it]
 81%|████████▏ | 37733/46302 [39:59:20<9:05:48,  3.82s/it]
 81%|████████▏ | 37734/46302 [39:59:23<9:05:40,  3.82s/it]
 81%|████████▏ | 37735/46302 [39:59:27<9:05:37,  3.82s/it]
 81%|████████▏ | 37736/46302 [39:59:31<9:05:26,  3.82s/it]
 82%|████████▏ | 37737/46302 [39:59:35<9:05:26,  3.82s/it]
 82%|████████▏ | 37738/46302 [39:59:39<9:05:27,  3.82s/it]
 82%|████████▏ | 37739/46302 [39:59:43<9:05:22,  3.82s/it]
 82%|████████▏ | 37740/46302 [39:59:46<9:05:11,  3.82s/it]
 82%|████████▏ | 37741/46302 [39:59:50<9:05:22,  3.82s/it]
 82%|████████▏ | 37742/46302 [39:59:54<9:05:16,  3.82s/it]
 82%|████████▏ | 37743/46302 [39:59:58<9:05:10,  3.82s/it]
 82%|████████▏ | 37744/46302 [40:00:02<9:05:02,  3.82s/it]
 82%|████████▏ | 37745/46302 [40:00:05<9:05:00,  3.82s/it]
 82%|████████▏ | 37746/46302 [40:00:09<9:04:49,  3.82s/it]
 82%|████████▏ | 37747/46302 [40:00:13<9:04:47,  3.82s/it]
 82%|████████▏ | 37748/46302 [40:00:17<9:04:40,  3.82s/it]
 82%|████████▏ | 37749/46302 [40:00:21<9:04:32,  3.82s/it]
 82%|████████▏ | 37750/46302 [40:00:25<9:04:28,  3.82s/it]
 82%|████████▏ | 37751/46302 [40:00:28<9:04:25,  3.82s/it]
 82%|████████▏ | 37752/46302 [40:00:32<9:04:15,  3.82s/it]
 82%|████████▏ | 37753/46302 [40:00:36<9:04:22,  3.82s/it]
 82%|████████▏ | 37754/46302 [40:00:40<9:04:20,  3.82s/it]
 82%|████████▏ | 37755/46302 [40:00:44<9:04:15,  3.82s/it]
 82%|████████▏ | 37756/46302 [40:00:47<9:04:10,  3.82s/it]
 82%|████████▏ | 37757/46302 [40:00:51<9:04:06,  3.82s/it]
 82%|████████▏ | 37758/46302 [40:00:55<9:03:59,  3.82s/it]
 82%|████████▏ | 37759/46302 [40:00:59<9:04:00,  3.82s/it]
 82%|████████▏ | 37760/46302 [40:01:03<9:04:06,  3.82s/it]
 82%|████████▏ | 37761/46302 [40:01:07<9:04:08,  3.82s/it]
 82%|████████▏ | 37762/46302 [40:01:10<9:04:06,  3.82s/it]
 82%|████████▏ | 37763/46302 [40:01:14<9:03:59,  3.82s/it]
 82%|████████▏ | 37764/46302 [40:01:18<9:03:59,  3.82s/it]
 82%|████████▏ | 37765/46302 [40:01:22<9:03:51,  3.82s/it]
 82%|████████▏ | 37766/46302 [40:01:26<9:03:45,  3.82s/it]
 82%|████████▏ | 37767/46302 [40:01:30<9:03:41,  3.82s/it]
 82%|████████▏ | 37768/46302 [40:01:33<9:03:34,  3.82s/it]
 82%|████████▏ | 37769/46302 [40:01:37<9:03:29,  3.82s/it]
 82%|████████▏ | 37770/46302 [40:01:41<9:03:26,  3.82s/it]
 82%|████████▏ | 37771/46302 [40:01:45<9:03:18,  3.82s/it]
 82%|████████▏ | 37772/46302 [40:01:49<9:03:13,  3.82s/it]
 82%|████████▏ | 37773/46302 [40:01:52<9:03:04,  3.82s/it]
 82%|████████▏ | 37774/46302 [40:01:56<9:02:59,  3.82s/it]
 82%|████████▏ | 37775/46302 [40:02:00<9:02:58,  3.82s/it]
 82%|████████▏ | 37776/46302 [40:02:04<9:02:57,  3.82s/it]
 82%|████████▏ | 37777/46302 [40:02:08<9:02:58,  3.82s/it]
 82%|████████▏ | 37778/46302 [40:02:12<9:03:00,  3.82s/it]
 82%|████████▏ | 37779/46302 [40:02:15<9:02:55,  3.82s/it]
 82%|████████▏ | 37780/46302 [40:02:19<9:02:49,  3.82s/it]
 82%|████████▏ | 37781/46302 [40:02:23<9:02:41,  3.82s/it]
 82%|████████▏ | 37782/46302 [40:02:27<9:02:33,  3.82s/it]
 82%|████████▏ | 37783/46302 [40:02:31<9:02:34,  3.82s/it]
 82%|████████▏ | 37784/46302 [40:02:34<9:02:28,  3.82s/it]
 82%|████████▏ | 37785/46302 [40:02:38<9:02:18,  3.82s/it]
 82%|████████▏ | 37786/46302 [40:02:42<9:02:16,  3.82s/it]
 82%|████████▏ | 37787/46302 [40:02:46<9:02:17,  3.82s/it]
 82%|████████▏ | 37788/46302 [40:02:50<9:02:13,  3.82s/it]
 82%|████████▏ | 37789/46302 [40:02:54<9:02:12,  3.82s/it]
 82%|████████▏ | 37790/46302 [40:02:57<9:02:09,  3.82s/it]
 82%|████████▏ | 37791/46302 [40:03:01<9:02:02,  3.82s/it]
 82%|████████▏ | 37792/46302 [40:03:05<9:01:53,  3.82s/it]
 82%|████████▏ | 37793/46302 [40:03:09<9:01:49,  3.82s/it]
 82%|████████▏ | 37794/46302 [40:03:13<9:01:49,  3.82s/it]
 82%|████████▏ | 37795/46302 [40:03:17<9:01:49,  3.82s/it]
 82%|████████▏ | 37796/46302 [40:03:20<9:01:44,  3.82s/it]
 82%|████████▏ | 37797/46302 [40:03:24<9:01:33,  3.82s/it]
 82%|████████▏ | 37798/46302 [40:03:28<9:01:32,  3.82s/it]
 82%|████████▏ | 37799/46302 [40:03:32<9:01:32,  3.82s/it]
 82%|████████▏ | 37800/46302 [40:03:36<9:01:25,  3.82s/it]
 82%|████████▏ | 37801/46302 [40:03:39<9:01:24,  3.82s/it]
 82%|████████▏ | 37802/46302 [40:03:43<9:01:18,  3.82s/it]
 82%|████████▏ | 37803/46302 [40:03:47<9:01:16,  3.82s/it]
 82%|████████▏ | 37804/46302 [40:03:51<9:01:14,  3.82s/it]
 82%|████████▏ | 37805/46302 [40:03:55<9:01:01,  3.82s/it]
 82%|████████▏ | 37806/46302 [40:03:59<9:01:11,  3.82s/it]
 82%|████████▏ | 37807/46302 [40:04:02<9:01:04,  3.82s/it]
 82%|████████▏ | 37808/46302 [40:04:06<9:01:00,  3.82s/it]
 82%|████████▏ | 37809/46302 [40:04:10<9:00:51,  3.82s/it]
 82%|████████▏ | 37810/46302 [40:04:14<9:00:41,  3.82s/it]
 82%|████████▏ | 37811/46302 [40:04:18<9:00:13,  3.82s/it]
 82%|████████▏ | 37812/46302 [40:04:21<8:59:11,  3.81s/it]
 82%|████████▏ | 37813/46302 [40:04:25<8:57:57,  3.80s/it]
 82%|████████▏ | 37814/46302 [40:04:29<8:56:56,  3.80s/it]
 82%|████████▏ | 37815/46302 [40:04:33<8:56:54,  3.80s/it]
 82%|████████▏ | 37816/46302 [40:04:37<8:56:13,  3.79s/it]
 82%|████████▏ | 37817/46302 [40:04:40<8:56:27,  3.79s/it]
 82%|████████▏ | 37818/46302 [40:04:44<8:57:13,  3.80s/it]
 82%|████████▏ | 37819/46302 [40:04:48<8:56:38,  3.80s/it]
 82%|████████▏ | 37820/46302 [40:04:52<8:56:34,  3.80s/it]
 82%|████████▏ | 37821/46302 [40:04:56<8:56:17,  3.79s/it]
 82%|████████▏ | 37822/46302 [40:04:59<8:55:54,  3.79s/it]
 82%|████████▏ | 37823/46302 [40:05:03<8:56:11,  3.79s/it]
 82%|████████▏ | 37824/46302 [40:05:07<8:55:45,  3.79s/it]
 82%|████████▏ | 37825/46302 [40:05:11<8:55:08,  3.79s/it]
 82%|████████▏ | 37826/46302 [40:05:15<8:56:07,  3.80s/it]
 82%|████████▏ | 37827/46302 [40:05:18<8:55:38,  3.79s/it]
 82%|████████▏ | 37828/46302 [40:05:22<8:55:41,  3.79s/it]
 82%|████████▏ | 37829/46302 [40:05:26<8:55:07,  3.79s/it]
 82%|████████▏ | 37830/46302 [40:05:30<8:55:04,  3.79s/it]
 82%|████████▏ | 37831/46302 [40:05:33<8:55:00,  3.79s/it]
 82%|████████▏ | 37832/46302 [40:05:37<8:55:04,  3.79s/it]
 82%|████████▏ | 37833/46302 [40:05:41<8:54:50,  3.79s/it]
 82%|████████▏ | 37834/46302 [40:05:45<8:55:59,  3.80s/it]
 82%|████████▏ | 37835/46302 [40:05:49<8:55:39,  3.80s/it]
 82%|████████▏ | 37836/46302 [40:05:52<8:55:21,  3.79s/it]
 82%|████████▏ | 37837/46302 [40:05:56<8:55:10,  3.79s/it]
 82%|████████▏ | 37838/46302 [40:06:00<8:54:54,  3.79s/it]
 82%|████████▏ | 37839/46302 [40:06:04<8:55:02,  3.79s/it]
 82%|████████▏ | 37840/46302 [40:06:08<8:55:03,  3.79s/it]
 82%|████████▏ | 37841/46302 [40:06:11<8:54:38,  3.79s/it]
 82%|████████▏ | 37842/46302 [40:06:15<8:54:37,  3.79s/it]
 82%|████████▏ | 37843/46302 [40:06:19<8:54:22,  3.79s/it]
 82%|████████▏ | 37844/46302 [40:06:23<8:53:59,  3.79s/it]
 82%|████████▏ | 37845/46302 [40:06:27<8:54:01,  3.79s/it]
 82%|████████▏ | 37846/46302 [40:06:30<8:53:45,  3.79s/it]
 82%|████████▏ | 37847/46302 [40:06:34<8:53:32,  3.79s/it]
 82%|████████▏ | 37848/46302 [40:06:38<8:54:00,  3.79s/it]
 82%|████████▏ | 37849/46302 [40:06:42<8:53:45,  3.79s/it]
 82%|████████▏ | 37850/46302 [40:06:46<8:54:27,  3.79s/it]
 82%|████████▏ | 37851/46302 [40:06:49<8:54:03,  3.79s/it]
 82%|████████▏ | 37852/46302 [40:06:53<8:53:40,  3.79s/it]
 82%|████████▏ | 37853/46302 [40:06:57<8:53:12,  3.79s/it]
 82%|████████▏ | 37854/46302 [40:07:01<8:53:29,  3.79s/it]
 82%|████████▏ | 37855/46302 [40:07:04<8:53:19,  3.79s/it]
 82%|████████▏ | 37856/46302 [40:07:08<8:53:24,  3.79s/it]
 82%|████████▏ | 37857/46302 [40:07:12<8:53:36,  3.79s/it]
 82%|████████▏ | 37858/46302 [40:07:16<8:52:58,  3.79s/it]
 82%|████████▏ | 37859/46302 [40:07:20<8:52:50,  3.79s/it]
 82%|████████▏ | 37860/46302 [40:07:23<8:52:42,  3.79s/it]
 82%|████████▏ | 37861/46302 [40:07:27<8:53:06,  3.79s/it]
 82%|████████▏ | 37862/46302 [40:07:31<8:53:10,  3.79s/it]
 82%|████████▏ | 37863/46302 [40:07:35<8:52:52,  3.79s/it]
 82%|████████▏ | 37864/46302 [40:07:39<8:52:47,  3.79s/it]
 82%|████████▏ | 37865/46302 [40:07:42<8:52:40,  3.79s/it]
 82%|████████▏ | 37866/46302 [40:07:46<8:52:22,  3.79s/it]
 82%|████████▏ | 37867/46302 [40:07:50<8:52:24,  3.79s/it]
 82%|████████▏ | 37868/46302 [40:07:54<8:52:33,  3.79s/it]
 82%|████████▏ | 37869/46302 [40:07:57<8:52:24,  3.79s/it]
 82%|████████▏ | 37870/46302 [40:08:01<8:52:44,  3.79s/it]
 82%|████████▏ | 37871/46302 [40:08:05<8:52:26,  3.79s/it]
 82%|████████▏ | 37872/46302 [40:08:09<8:52:25,  3.79s/it]
 82%|████████▏ | 37873/46302 [40:08:13<8:52:20,  3.79s/it]
 82%|████████▏ | 37874/46302 [40:08:16<8:52:36,  3.79s/it]
 82%|████████▏ | 37875/46302 [40:08:20<8:52:32,  3.79s/it]
 82%|████████▏ | 37876/46302 [40:08:24<8:52:44,  3.79s/it]
 82%|████████▏ | 37877/46302 [40:08:28<8:52:26,  3.79s/it]
 82%|████████▏ | 37878/46302 [40:08:32<8:51:51,  3.79s/it]
 82%|████████▏ | 37879/46302 [40:08:35<8:51:53,  3.79s/it]
 82%|████████▏ | 37880/46302 [40:08:39<8:51:59,  3.79s/it]
 82%|████████▏ | 37881/46302 [40:08:43<8:51:50,  3.79s/it]
 82%|████████▏ | 37882/46302 [40:08:47<8:51:35,  3.79s/it]
 82%|████████▏ | 37883/46302 [40:08:51<8:51:30,  3.79s/it]
 82%|████████▏ | 37884/46302 [40:08:54<8:51:19,  3.79s/it]
 82%|████████▏ | 37885/46302 [40:08:58<8:51:03,  3.79s/it]
 82%|████████▏ | 37886/46302 [40:09:02<8:51:11,  3.79s/it]
 82%|████████▏ | 37887/46302 [40:09:06<8:51:06,  3.79s/it]
 82%|████████▏ | 37888/46302 [40:09:09<8:51:13,  3.79s/it]
 82%|████████▏ | 37889/46302 [40:09:13<8:51:23,  3.79s/it]
 82%|████████▏ | 37890/46302 [40:09:17<8:51:13,  3.79s/it]
 82%|████████▏ | 37891/46302 [40:09:21<8:50:57,  3.79s/it]
 82%|████████▏ | 37892/46302 [40:09:25<8:50:38,  3.79s/it]
 82%|████████▏ | 37893/46302 [40:09:28<8:50:32,  3.79s/it]
 82%|████████▏ | 37894/46302 [40:09:32<8:51:23,  3.79s/it]
 82%|████████▏ | 37895/46302 [40:09:36<8:51:09,  3.79s/it]
 82%|████████▏ | 37896/46302 [40:09:40<8:51:08,  3.79s/it]
 82%|████████▏ | 37897/46302 [40:09:44<8:50:56,  3.79s/it]
 82%|████████▏ | 37898/46302 [40:09:47<8:50:34,  3.79s/it]
 82%|████████▏ | 37899/46302 [40:09:51<8:50:14,  3.79s/it]
 82%|████████▏ | 37900/46302 [40:09:55<8:50:14,  3.79s/it]
 82%|████████▏ | 37901/46302 [40:09:59<8:49:58,  3.79s/it]
 82%|████████▏ | 37902/46302 [40:10:03<8:50:06,  3.79s/it]
 82%|████████▏ | 37903/46302 [40:10:06<8:50:28,  3.79s/it]
 82%|████████▏ | 37904/46302 [40:10:10<8:50:28,  3.79s/it]
 82%|████████▏ | 37905/46302 [40:10:14<8:49:58,  3.79s/it]
 82%|████████▏ | 37906/46302 [40:10:18<8:50:38,  3.79s/it]
 82%|████████▏ | 37907/46302 [40:10:21<8:50:23,  3.79s/it]
 82%|████████▏ | 37908/46302 [40:10:25<8:49:56,  3.79s/it]
 82%|████████▏ | 37909/46302 [40:10:29<8:49:52,  3.79s/it]
 82%|████████▏ | 37910/46302 [40:10:33<8:50:02,  3.79s/it]
 82%|████████▏ | 37911/46302 [40:10:37<8:49:57,  3.79s/it]
 82%|████████▏ | 37912/46302 [40:10:40<8:49:28,  3.79s/it]
 82%|████████▏ | 37913/46302 [40:10:44<8:49:41,  3.79s/it]
 82%|████████▏ | 37914/46302 [40:10:48<8:50:05,  3.79s/it]
 82%|████████▏ | 37915/46302 [40:10:52<8:49:45,  3.79s/it]
 82%|████████▏ | 37916/46302 [40:10:56<8:49:45,  3.79s/it]
 82%|████████▏ | 37917/46302 [40:10:59<8:49:59,  3.79s/it]
 82%|████████▏ | 37918/46302 [40:11:03<8:50:18,  3.80s/it]
 82%|████████▏ | 37919/46302 [40:11:07<8:49:51,  3.79s/it]
 82%|████████▏ | 37920/46302 [40:11:11<8:49:54,  3.79s/it]
 82%|████████▏ | 37921/46302 [40:11:15<8:49:39,  3.79s/it]
 82%|████████▏ | 37922/46302 [40:11:18<8:48:55,  3.79s/it]
 82%|████████▏ | 37923/46302 [40:11:22<8:48:51,  3.79s/it]
 82%|████████▏ | 37924/46302 [40:11:26<8:49:25,  3.79s/it]
 82%|████████▏ | 37925/46302 [40:11:30<8:49:07,  3.79s/it]
 82%|████████▏ | 37926/46302 [40:11:33<8:48:44,  3.79s/it]
 82%|████████▏ | 37927/46302 [40:11:37<8:48:56,  3.79s/it]
 82%|████████▏ | 37928/46302 [40:11:41<8:49:06,  3.79s/it]
 82%|████████▏ | 37929/46302 [40:11:45<8:48:47,  3.79s/it]
 82%|████████▏ | 37930/46302 [40:11:49<8:48:34,  3.79s/it]
 82%|████████▏ | 37931/46302 [40:11:52<8:48:02,  3.78s/it]
 82%|████████▏ | 37932/46302 [40:11:56<8:48:13,  3.79s/it]
 82%|████████▏ | 37933/46302 [40:12:00<8:48:22,  3.79s/it]
 82%|████████▏ | 37934/46302 [40:12:04<8:48:18,  3.79s/it]
 82%|████████▏ | 37935/46302 [40:12:08<8:48:22,  3.79s/it]
 82%|████████▏ | 37936/46302 [40:12:11<8:47:50,  3.79s/it]
 82%|████████▏ | 37937/46302 [40:12:15<8:48:01,  3.79s/it]
 82%|████████▏ | 37938/46302 [40:12:19<8:47:54,  3.79s/it]
 82%|████████▏ | 37939/46302 [40:12:23<8:47:34,  3.79s/it]
 82%|████████▏ | 37940/46302 [40:12:26<8:47:54,  3.79s/it]
 82%|████████▏ | 37941/46302 [40:12:30<8:48:13,  3.79s/it]
 82%|████████▏ | 37942/46302 [40:12:34<8:47:41,  3.79s/it]
 82%|████████▏ | 37943/46302 [40:12:38<8:47:19,  3.79s/it]
 82%|████████▏ | 37944/46302 [40:12:42<8:47:15,  3.79s/it]
 82%|████████▏ | 37945/46302 [40:12:45<8:47:06,  3.78s/it]
 82%|████████▏ | 37946/46302 [40:12:49<8:47:10,  3.79s/it]
 82%|████████▏ | 37947/46302 [40:12:53<8:47:25,  3.79s/it]
 82%|████████▏ | 37948/46302 [40:12:57<8:47:12,  3.79s/it]
 82%|████████▏ | 37949/46302 [40:13:01<8:47:09,  3.79s/it]
 82%|████████▏ | 37950/46302 [40:13:04<8:47:14,  3.79s/it]
 82%|████████▏ | 37951/46302 [40:13:08<8:47:39,  3.79s/it]
 82%|████████▏ | 37952/46302 [40:13:12<8:47:42,  3.79s/it]
 82%|████████▏ | 37953/46302 [40:13:16<8:47:34,  3.79s/it]
 82%|████████▏ | 37954/46302 [40:13:20<8:47:34,  3.79s/it]
 82%|████████▏ | 37955/46302 [40:13:23<8:47:23,  3.79s/it]
 82%|████████▏ | 37956/46302 [40:13:27<8:47:07,  3.79s/it]
 82%|████████▏ | 37957/46302 [40:13:31<8:47:08,  3.79s/it]
 82%|████████▏ | 37958/46302 [40:13:35<8:47:23,  3.79s/it]
 82%|████████▏ | 37959/46302 [40:13:38<8:46:44,  3.79s/it]
 82%|████████▏ | 37960/46302 [40:13:42<8:46:33,  3.79s/it]
 82%|████████▏ | 37961/46302 [40:13:46<8:46:51,  3.79s/it]
 82%|████████▏ | 37962/46302 [40:13:50<8:46:13,  3.79s/it]
 82%|████████▏ | 37963/46302 [40:13:54<8:46:16,  3.79s/it]
 82%|████████▏ | 37964/46302 [40:13:57<8:46:18,  3.79s/it]
 82%|████████▏ | 37965/46302 [40:14:01<8:46:28,  3.79s/it]
 82%|████████▏ | 37966/46302 [40:14:05<8:46:31,  3.79s/it]
 82%|████████▏ | 37967/46302 [40:14:09<8:46:50,  3.79s/it]
 82%|████████▏ | 37968/46302 [40:14:13<8:46:39,  3.79s/it]
 82%|████████▏ | 37969/46302 [40:14:16<8:46:11,  3.79s/it]
 82%|████████▏ | 37970/46302 [40:14:20<8:45:47,  3.79s/it]
 82%|████████▏ | 37971/46302 [40:14:24<8:45:57,  3.79s/it]
 82%|████████▏ | 37972/46302 [40:14:28<8:45:29,  3.79s/it]
 82%|████████▏ | 37973/46302 [40:14:32<8:45:38,  3.79s/it]
 82%|████████▏ | 37974/46302 [40:14:35<8:45:54,  3.79s/it]
 82%|████████▏ | 37975/46302 [40:14:39<8:45:55,  3.79s/it]
 82%|████████▏ | 37976/46302 [40:14:43<8:45:54,  3.79s/it]
 82%|████████▏ | 37977/46302 [40:14:47<8:45:53,  3.79s/it]
 82%|████████▏ | 37978/46302 [40:14:50<8:45:49,  3.79s/it]
 82%|████████▏ | 37979/46302 [40:14:54<8:45:52,  3.79s/it]
 82%|████████▏ | 37980/46302 [40:14:58<8:45:37,  3.79s/it]
 82%|████████▏ | 37981/46302 [40:15:02<8:45:34,  3.79s/it]
 82%|████████▏ | 37982/46302 [40:15:06<8:45:34,  3.79s/it]
 82%|████████▏ | 37983/46302 [40:15:09<8:45:31,  3.79s/it]
 82%|████████▏ | 37984/46302 [40:15:13<8:45:42,  3.79s/it]
 82%|████████▏ | 37985/46302 [40:15:17<8:45:32,  3.79s/it]
 82%|████████▏ | 37986/46302 [40:15:21<8:45:54,  3.79s/it]
 82%|████████▏ | 37987/46302 [40:15:25<8:45:25,  3.79s/it]
 82%|████████▏ | 37988/46302 [40:15:28<8:45:02,  3.79s/it]
 82%|████████▏ | 37989/46302 [40:15:32<8:45:24,  3.79s/it]
 82%|████████▏ | 37990/46302 [40:15:36<8:45:32,  3.79s/it]
 82%|████████▏ | 37991/46302 [40:15:40<8:45:20,  3.79s/it]
 82%|████████▏ | 37992/46302 [40:15:44<8:45:21,  3.79s/it]
 82%|████████▏ | 37993/46302 [40:15:47<8:45:01,  3.79s/it]
 82%|████████▏ | 37994/46302 [40:15:51<8:44:53,  3.79s/it]
 82%|████████▏ | 37995/46302 [40:15:55<8:45:16,  3.79s/it]
 82%|████████▏ | 37996/46302 [40:15:59<8:44:40,  3.79s/it]
 82%|████████▏ | 37997/46302 [40:16:02<8:44:21,  3.79s/it]
 82%|████████▏ | 37998/46302 [40:16:06<8:44:00,  3.79s/it]
 82%|████████▏ | 37999/46302 [40:16:10<8:44:11,  3.79s/it]
 82%|████████▏ | 38000/46302 [40:16:14<8:44:14,  3.79s/it]
                                                          
{'loss': 3.1077, 'learning_rate': 0.0009162950863096552, 'epoch': 0.82}

 82%|████████▏ | 38000/46302 [40:16:14<8:44:14,  3.79s/it]
 82%|████████▏ | 38001/46302 [40:16:18<8:44:12,  3.79s/it]
 82%|████████▏ | 38002/46302 [40:16:21<8:44:02,  3.79s/it]
 82%|████████▏ | 38003/46302 [40:16:25<8:43:46,  3.79s/it]
 82%|████████▏ | 38004/46302 [40:16:29<8:43:59,  3.79s/it]
 82%|████████▏ | 38005/46302 [40:16:33<8:43:51,  3.79s/it]
 82%|████████▏ | 38006/46302 [40:16:37<8:44:03,  3.79s/it]
 82%|████████▏ | 38007/46302 [40:16:40<8:44:03,  3.79s/it]
 82%|████████▏ | 38008/46302 [40:16:44<8:43:36,  3.79s/it]
 82%|████████▏ | 38009/46302 [40:16:48<8:43:27,  3.79s/it]
 82%|████████▏ | 38010/46302 [40:16:52<8:43:42,  3.79s/it]
 82%|████████▏ | 38011/46302 [40:16:56<8:43:54,  3.79s/it]
 82%|████████▏ | 38012/46302 [40:16:59<8:43:53,  3.79s/it]
 82%|████████▏ | 38013/46302 [40:17:03<8:44:22,  3.80s/it]
 82%|████████▏ | 38014/46302 [40:17:07<8:44:03,  3.79s/it]
 82%|████████▏ | 38015/46302 [40:17:11<8:43:47,  3.79s/it]
 82%|████████▏ | 38016/46302 [40:17:15<8:43:37,  3.79s/it]
 82%|████████▏ | 38017/46302 [40:17:18<8:43:36,  3.79s/it]
 82%|████████▏ | 38018/46302 [40:17:22<8:43:10,  3.79s/it]
 82%|████████▏ | 38019/46302 [40:17:26<8:43:09,  3.79s/it]
 82%|████████▏ | 38020/46302 [40:17:30<8:42:48,  3.79s/it]
 82%|████████▏ | 38021/46302 [40:17:33<8:42:46,  3.79s/it]
 82%|████████▏ | 38022/46302 [40:17:37<8:42:41,  3.79s/it]
 82%|████████▏ | 38023/46302 [40:17:41<8:42:24,  3.79s/it]
 82%|████████▏ | 38024/46302 [40:17:45<8:42:19,  3.79s/it]
 82%|████████▏ | 38025/46302 [40:17:49<8:42:08,  3.79s/it]
 82%|████████▏ | 38026/46302 [40:17:52<8:42:27,  3.79s/it]
 82%|████████▏ | 38027/46302 [40:17:56<8:42:17,  3.79s/it]
 82%|████████▏ | 38028/46302 [40:18:00<8:42:44,  3.79s/it]
 82%|████████▏ | 38029/46302 [40:18:04<8:42:47,  3.79s/it]
 82%|████████▏ | 38030/46302 [40:18:08<8:43:10,  3.79s/it]
 82%|████████▏ | 38031/46302 [40:18:11<8:43:18,  3.80s/it]
 82%|████████▏ | 38032/46302 [40:18:15<8:42:59,  3.79s/it]
 82%|████████▏ | 38033/46302 [40:18:19<8:42:45,  3.79s/it]
 82%|████████▏ | 38034/46302 [40:18:23<8:42:30,  3.79s/it]
 82%|████████▏ | 38035/46302 [40:18:27<8:42:48,  3.79s/it]
 82%|████████▏ | 38036/46302 [40:18:30<8:42:30,  3.79s/it]
 82%|████████▏ | 38037/46302 [40:18:34<8:42:26,  3.79s/it]
 82%|████████▏ | 38038/46302 [40:18:38<8:42:12,  3.79s/it]
 82%|████████▏ | 38039/46302 [40:18:42<8:41:43,  3.79s/it]
 82%|████████▏ | 38040/46302 [40:18:45<8:41:40,  3.79s/it]
 82%|████████▏ | 38041/46302 [40:18:49<8:41:38,  3.79s/it]
 82%|████████▏ | 38042/46302 [40:18:53<8:41:45,  3.79s/it]
 82%|████████▏ | 38043/46302 [40:18:57<8:41:44,  3.79s/it]
 82%|████████▏ | 38044/46302 [40:19:01<8:41:39,  3.79s/it]
 82%|████████▏ | 38045/46302 [40:19:04<8:41:42,  3.79s/it]
 82%|████████▏ | 38046/46302 [40:19:08<8:40:59,  3.79s/it]
 82%|████████▏ | 38047/46302 [40:19:12<8:41:08,  3.79s/it]
 82%|████████▏ | 38048/46302 [40:19:16<8:41:18,  3.79s/it]
 82%|████████▏ | 38049/46302 [40:19:20<8:41:20,  3.79s/it]
 82%|████████▏ | 38050/46302 [40:19:23<8:41:19,  3.79s/it]
 82%|████████▏ | 38051/46302 [40:19:27<8:41:16,  3.79s/it]
 82%|████████▏ | 38052/46302 [40:19:31<8:41:15,  3.79s/it]
 82%|████████▏ | 38053/46302 [40:19:35<8:41:16,  3.79s/it]
 82%|████████▏ | 38054/46302 [40:19:39<8:40:54,  3.79s/it]
 82%|████████▏ | 38055/46302 [40:19:42<8:40:49,  3.79s/it]
 82%|████████▏ | 38056/46302 [40:19:46<8:40:37,  3.79s/it]
 82%|████████▏ | 38057/46302 [40:19:50<8:40:06,  3.78s/it]
 82%|████████▏ | 38058/46302 [40:19:54<8:40:31,  3.79s/it]
 82%|████████▏ | 38059/46302 [40:19:57<8:40:33,  3.79s/it]
 82%|████████▏ | 38060/46302 [40:20:01<8:41:27,  3.80s/it]
 82%|████████▏ | 38061/46302 [40:20:05<8:41:37,  3.80s/it]
 82%|████████▏ | 38062/46302 [40:20:09<8:41:38,  3.80s/it]
 82%|████████▏ | 38063/46302 [40:20:13<8:41:31,  3.80s/it]
 82%|████████▏ | 38064/46302 [40:20:16<8:41:26,  3.80s/it]
 82%|████████▏ | 38065/46302 [40:20:20<8:41:01,  3.80s/it]
 82%|████████▏ | 38066/46302 [40:20:24<8:40:43,  3.79s/it]
 82%|████████▏ | 38067/46302 [40:20:28<8:40:29,  3.79s/it]
 82%|████████▏ | 38068/46302 [40:20:32<8:40:32,  3.79s/it]
 82%|████████▏ | 38069/46302 [40:20:35<8:40:34,  3.79s/it]
 82%|████████▏ | 38070/46302 [40:20:39<8:40:40,  3.79s/it]
 82%|████████▏ | 38071/46302 [40:20:43<8:40:37,  3.80s/it]
 82%|████████▏ | 38072/46302 [40:20:47<8:40:30,  3.79s/it]
 82%|████████▏ | 38073/46302 [40:20:51<8:40:33,  3.80s/it]
 82%|████████▏ | 38074/46302 [40:20:54<8:40:31,  3.80s/it]
 82%|████████▏ | 38075/46302 [40:20:58<8:40:31,  3.80s/it]
 82%|████████▏ | 38076/46302 [40:21:02<8:40:55,  3.80s/it]
 82%|████████▏ | 38077/46302 [40:21:06<8:40:33,  3.80s/it]
 82%|████████▏ | 38078/46302 [40:21:10<8:40:09,  3.79s/it]
 82%|████████▏ | 38079/46302 [40:21:13<8:40:18,  3.80s/it]
 82%|████████▏ | 38080/46302 [40:21:17<8:40:16,  3.80s/it]
 82%|████████▏ | 38081/46302 [40:21:21<8:40:28,  3.80s/it]
 82%|████████▏ | 38082/46302 [40:21:25<8:40:24,  3.80s/it]
 82%|████████▏ | 38083/46302 [40:21:29<8:39:42,  3.79s/it]
 82%|████████▏ | 38084/46302 [40:21:32<8:39:34,  3.79s/it]
 82%|████████▏ | 38085/46302 [40:21:36<8:39:23,  3.79s/it]
 82%|████████▏ | 38086/46302 [40:21:40<8:39:22,  3.79s/it]
 82%|████████▏ | 38087/46302 [40:21:44<8:39:38,  3.80s/it]
 82%|████████▏ | 38088/46302 [40:21:48<8:39:23,  3.79s/it]
 82%|████████▏ | 38089/46302 [40:21:51<8:39:28,  3.79s/it]
 82%|████████▏ | 38090/46302 [40:21:55<8:39:35,  3.80s/it]
 82%|████████▏ | 38091/46302 [40:21:59<8:39:43,  3.80s/it]
 82%|████████▏ | 38092/46302 [40:22:03<8:39:15,  3.79s/it]
 82%|████████▏ | 38093/46302 [40:22:07<8:38:56,  3.79s/it]
 82%|████████▏ | 38094/46302 [40:22:10<8:38:44,  3.79s/it]
 82%|████████▏ | 38095/46302 [40:22:14<8:38:21,  3.79s/it]
 82%|████████▏ | 38096/46302 [40:22:18<8:38:45,  3.79s/it]
 82%|████████▏ | 38097/46302 [40:22:22<8:38:57,  3.79s/it]
 82%|████████▏ | 38098/46302 [40:22:25<8:38:47,  3.79s/it]
 82%|████████▏ | 38099/46302 [40:22:29<8:39:00,  3.80s/it]
 82%|████████▏ | 38100/46302 [40:22:33<8:39:04,  3.80s/it]
 82%|████████▏ | 38101/46302 [40:22:37<8:39:33,  3.80s/it]
 82%|████████▏ | 38102/46302 [40:22:41<8:39:16,  3.80s/it]
 82%|████████▏ | 38103/46302 [40:22:45<8:39:24,  3.80s/it]
 82%|████████▏ | 38104/46302 [40:22:48<8:39:19,  3.80s/it]
 82%|████████▏ | 38105/46302 [40:22:52<8:39:07,  3.80s/it]
 82%|████████▏ | 38106/46302 [40:22:56<8:39:03,  3.80s/it]
 82%|████████▏ | 38107/46302 [40:23:00<8:38:54,  3.80s/it]
 82%|████████▏ | 38108/46302 [40:23:03<8:38:31,  3.80s/it]
 82%|████████▏ | 38109/46302 [40:23:07<8:38:03,  3.79s/it]
 82%|████████▏ | 38110/46302 [40:23:11<8:37:59,  3.79s/it]
 82%|████████▏ | 38111/46302 [40:23:15<8:37:50,  3.79s/it]
 82%|████████▏ | 38112/46302 [40:23:19<8:37:46,  3.79s/it]
 82%|████████▏ | 38113/46302 [40:23:22<8:37:43,  3.79s/it]
 82%|████████▏ | 38114/46302 [40:23:26<8:38:13,  3.80s/it]
 82%|████████▏ | 38115/46302 [40:23:30<8:38:14,  3.80s/it]
 82%|████████▏ | 38116/46302 [40:23:34<8:38:06,  3.80s/it]
 82%|████████▏ | 38117/46302 [40:23:38<8:37:55,  3.80s/it]
 82%|████████▏ | 38118/46302 [40:23:41<8:37:41,  3.80s/it]
 82%|████████▏ | 38119/46302 [40:23:45<8:37:39,  3.80s/it]
 82%|████████▏ | 38120/46302 [40:23:49<8:38:42,  3.80s/it]
 82%|████████▏ | 38121/46302 [40:23:53<8:39:20,  3.81s/it]
 82%|████████▏ | 38122/46302 [40:23:57<8:39:53,  3.81s/it]
 82%|████████▏ | 38123/46302 [40:24:01<8:40:08,  3.82s/it]
 82%|████████▏ | 38124/46302 [40:24:04<8:40:24,  3.82s/it]
 82%|████████▏ | 38125/46302 [40:24:08<8:40:34,  3.82s/it]
 82%|████████▏ | 38126/46302 [40:24:12<8:40:33,  3.82s/it]
 82%|████████▏ | 38127/46302 [40:24:16<8:40:46,  3.82s/it]
 82%|████████▏ | 38128/46302 [40:24:20<8:40:47,  3.82s/it]
 82%|████████▏ | 38129/46302 [40:24:23<8:40:41,  3.82s/it]
 82%|████████▏ | 38130/46302 [40:24:27<8:40:45,  3.82s/it]
 82%|████████▏ | 38131/46302 [40:24:31<8:40:33,  3.82s/it]
 82%|████████▏ | 38132/46302 [40:24:35<8:40:34,  3.82s/it]
 82%|████████▏ | 38133/46302 [40:24:39<8:40:32,  3.82s/it]
 82%|████████▏ | 38134/46302 [40:24:43<8:40:27,  3.82s/it]
 82%|████████▏ | 38135/46302 [40:24:46<8:40:14,  3.82s/it]
 82%|████████▏ | 38136/46302 [40:24:50<8:40:10,  3.82s/it]
 82%|████████▏ | 38137/46302 [40:24:54<8:40:10,  3.82s/it]
 82%|████████▏ | 38138/46302 [40:24:58<8:40:09,  3.82s/it]
 82%|████████▏ | 38139/46302 [40:25:02<8:39:59,  3.82s/it]
 82%|████████▏ | 38140/46302 [40:25:06<8:39:55,  3.82s/it]
 82%|████████▏ | 38141/46302 [40:25:09<8:39:48,  3.82s/it]
 82%|████████▏ | 38142/46302 [40:25:13<8:39:54,  3.82s/it]
 82%|████████▏ | 38143/46302 [40:25:17<8:39:49,  3.82s/it]
 82%|████████▏ | 38144/46302 [40:25:21<8:39:37,  3.82s/it]
 82%|████████▏ | 38145/46302 [40:25:25<8:39:35,  3.82s/it]
 82%|████████▏ | 38146/46302 [40:25:28<8:39:31,  3.82s/it]
 82%|████████▏ | 38147/46302 [40:25:32<8:39:24,  3.82s/it]
 82%|████████▏ | 38148/46302 [40:25:36<8:39:26,  3.82s/it]
 82%|████████▏ | 38149/46302 [40:25:40<8:39:23,  3.82s/it]
 82%|████████▏ | 38150/46302 [40:25:44<8:39:22,  3.82s/it]
 82%|████████▏ | 38151/46302 [40:25:48<8:39:25,  3.82s/it]
 82%|████████▏ | 38152/46302 [40:25:51<8:39:20,  3.82s/it]
 82%|████████▏ | 38153/46302 [40:25:55<8:39:07,  3.82s/it]
 82%|████████▏ | 38154/46302 [40:25:59<8:39:01,  3.82s/it]
 82%|████████▏ | 38155/46302 [40:26:03<8:38:57,  3.82s/it]
 82%|████████▏ | 38156/46302 [40:26:07<8:38:49,  3.82s/it]
 82%|████████▏ | 38157/46302 [40:26:10<8:38:51,  3.82s/it]
 82%|████████▏ | 38158/46302 [40:26:14<8:38:41,  3.82s/it]
 82%|████████▏ | 38159/46302 [40:26:18<8:38:43,  3.82s/it]
 82%|████████▏ | 38160/46302 [40:26:22<8:38:34,  3.82s/it]
 82%|████████▏ | 38161/46302 [40:26:26<8:38:24,  3.82s/it]
 82%|████████▏ | 38162/46302 [40:26:30<8:38:20,  3.82s/it]
 82%|████████▏ | 38163/46302 [40:26:33<8:38:16,  3.82s/it]
 82%|████████▏ | 38164/46302 [40:26:37<8:38:08,  3.82s/it]
 82%|████████▏ | 38165/46302 [40:26:41<8:38:09,  3.82s/it]
 82%|████████▏ | 38166/46302 [40:26:45<8:38:07,  3.82s/it]
 82%|████████▏ | 38167/46302 [40:26:49<8:38:04,  3.82s/it]
 82%|████████▏ | 38168/46302 [40:26:53<8:38:07,  3.82s/it]
 82%|████████▏ | 38169/46302 [40:26:56<8:37:58,  3.82s/it]
 82%|████████▏ | 38170/46302 [40:27:00<8:37:55,  3.82s/it]
 82%|████████▏ | 38171/46302 [40:27:04<8:37:52,  3.82s/it]
 82%|████████▏ | 38172/46302 [40:27:08<8:37:51,  3.82s/it]
 82%|████████▏ | 38173/46302 [40:27:12<8:37:59,  3.82s/it]
 82%|████████▏ | 38174/46302 [40:27:15<8:37:59,  3.82s/it]
 82%|████████▏ | 38175/46302 [40:27:19<8:37:51,  3.82s/it]
 82%|████████▏ | 38176/46302 [40:27:23<8:37:48,  3.82s/it]
 82%|████████▏ | 38177/46302 [40:27:27<8:37:46,  3.82s/it]
 82%|████████▏ | 38178/46302 [40:27:31<8:37:39,  3.82s/it]
 82%|████████▏ | 38179/46302 [40:27:35<8:37:35,  3.82s/it]
 82%|████████▏ | 38180/46302 [40:27:38<8:37:22,  3.82s/it]
 82%|████████▏ | 38181/46302 [40:27:42<8:37:17,  3.82s/it]
 82%|████████▏ | 38182/46302 [40:27:46<8:37:18,  3.82s/it]
 82%|████████▏ | 38183/46302 [40:27:50<8:37:08,  3.82s/it]
 82%|████████▏ | 38184/46302 [40:27:54<8:37:03,  3.82s/it]
 82%|████████▏ | 38185/46302 [40:27:58<8:37:03,  3.82s/it]
 82%|████████▏ | 38186/46302 [40:28:01<8:36:54,  3.82s/it]
 82%|████████▏ | 38187/46302 [40:28:05<8:36:46,  3.82s/it]
 82%|████████▏ | 38188/46302 [40:28:09<8:36:43,  3.82s/it]
 82%|████████▏ | 38189/46302 [40:28:13<8:36:41,  3.82s/it]
 82%|████████▏ | 38190/46302 [40:28:17<8:36:48,  3.82s/it]
 82%|████████▏ | 38191/46302 [40:28:20<8:36:44,  3.82s/it]
 82%|████████▏ | 38192/46302 [40:28:24<8:36:44,  3.82s/it]
 82%|████████▏ | 38193/46302 [40:28:28<8:36:36,  3.82s/it]
 82%|████████▏ | 38194/46302 [40:28:32<8:36:33,  3.82s/it]
 82%|████████▏ | 38195/46302 [40:28:36<8:36:29,  3.82s/it]
 82%|████████▏ | 38196/46302 [40:28:40<8:36:27,  3.82s/it]
 82%|████████▏ | 38197/46302 [40:28:43<8:36:32,  3.82s/it]
 82%|████████▏ | 38198/46302 [40:28:47<8:36:27,  3.82s/it]
 82%|████████▏ | 38199/46302 [40:28:51<8:36:26,  3.82s/it]
 83%|████████▎ | 38200/46302 [40:28:55<8:36:15,  3.82s/it]
 83%|████████▎ | 38201/46302 [40:28:59<8:36:05,  3.82s/it]
 83%|████████▎ | 38202/46302 [40:29:02<8:36:05,  3.82s/it]
 83%|████████▎ | 38203/46302 [40:29:06<8:35:53,  3.82s/it]
 83%|████████▎ | 38204/46302 [40:29:10<8:35:58,  3.82s/it]
 83%|████████▎ | 38205/46302 [40:29:14<8:35:44,  3.82s/it]
 83%|████████▎ | 38206/46302 [40:29:18<8:35:38,  3.82s/it]
 83%|████████▎ | 38207/46302 [40:29:22<8:35:36,  3.82s/it]
 83%|████████▎ | 38208/46302 [40:29:25<8:35:25,  3.82s/it]
 83%|████████▎ | 38209/46302 [40:29:29<8:35:30,  3.82s/it]
 83%|████████▎ | 38210/46302 [40:29:33<8:35:20,  3.82s/it]
 83%|████████▎ | 38211/46302 [40:29:37<8:35:10,  3.82s/it]
 83%|████████▎ | 38212/46302 [40:29:41<8:35:05,  3.82s/it]
 83%|████████▎ | 38213/46302 [40:29:45<8:35:03,  3.82s/it]
 83%|████████▎ | 38214/46302 [40:29:48<8:35:05,  3.82s/it]
 83%|████████▎ | 38215/46302 [40:29:52<8:35:04,  3.82s/it]
 83%|████████▎ | 38216/46302 [40:29:56<8:35:12,  3.82s/it]
 83%|████████▎ | 38217/46302 [40:30:00<8:34:56,  3.82s/it]
 83%|████████▎ | 38218/46302 [40:30:04<8:34:55,  3.82s/it]
 83%|████████▎ | 38219/46302 [40:30:07<8:34:55,  3.82s/it]
 83%|████████▎ | 38220/46302 [40:30:11<8:34:54,  3.82s/it]
 83%|████████▎ | 38221/46302 [40:30:15<8:34:55,  3.82s/it]
 83%|████████▎ | 38222/46302 [40:30:19<8:34:55,  3.82s/it]
 83%|████████▎ | 38223/46302 [40:30:23<8:34:43,  3.82s/it]
 83%|████████▎ | 38224/46302 [40:30:27<8:34:38,  3.82s/it]
 83%|████████▎ | 38225/46302 [40:30:30<8:34:32,  3.82s/it]
 83%|████████▎ | 38226/46302 [40:30:34<8:34:29,  3.82s/it]
 83%|████████▎ | 38227/46302 [40:30:38<8:34:34,  3.82s/it]
 83%|████████▎ | 38228/46302 [40:30:42<8:34:27,  3.82s/it]
 83%|████████▎ | 38229/46302 [40:30:46<8:34:23,  3.82s/it]
 83%|████████▎ | 38230/46302 [40:30:50<8:34:21,  3.82s/it]
 83%|████████▎ | 38231/46302 [40:30:53<8:34:09,  3.82s/it]
 83%|████████▎ | 38232/46302 [40:30:57<8:34:07,  3.82s/it]
 83%|████████▎ | 38233/46302 [40:31:01<8:33:58,  3.82s/it]
 83%|████████▎ | 38234/46302 [40:31:05<8:33:55,  3.82s/it]
 83%|████████▎ | 38235/46302 [40:31:09<8:33:56,  3.82s/it]
 83%|████████▎ | 38236/46302 [40:31:12<8:33:49,  3.82s/it]
 83%|████████▎ | 38237/46302 [40:31:16<8:33:46,  3.82s/it]
 83%|████████▎ | 38238/46302 [40:31:20<8:33:39,  3.82s/it]
 83%|████████▎ | 38239/46302 [40:31:24<8:33:33,  3.82s/it]
 83%|████████▎ | 38240/46302 [40:31:28<8:33:31,  3.82s/it]
 83%|████████▎ | 38241/46302 [40:31:32<8:33:23,  3.82s/it]
 83%|████████▎ | 38242/46302 [40:31:35<8:33:28,  3.82s/it]
 83%|████████▎ | 38243/46302 [40:31:39<8:33:26,  3.82s/it]
 83%|████████▎ | 38244/46302 [40:31:43<8:33:19,  3.82s/it]
 83%|████████▎ | 38245/46302 [40:31:47<8:33:18,  3.82s/it]
 83%|████████▎ | 38246/46302 [40:31:51<8:33:17,  3.82s/it]
 83%|████████▎ | 38247/46302 [40:31:54<8:33:14,  3.82s/it]
 83%|████████▎ | 38248/46302 [40:31:58<8:33:11,  3.82s/it]
 83%|████████▎ | 38249/46302 [40:32:02<8:33:00,  3.82s/it]
 83%|████████▎ | 38250/46302 [40:32:06<8:32:56,  3.82s/it]
 83%|████████▎ | 38251/46302 [40:32:10<8:32:51,  3.82s/it]
 83%|████████▎ | 38252/46302 [40:32:14<8:32:47,  3.82s/it]
 83%|████████▎ | 38253/46302 [40:32:17<8:32:38,  3.82s/it]
 83%|████████▎ | 38254/46302 [40:32:21<8:32:37,  3.82s/it]
 83%|████████▎ | 38255/46302 [40:32:25<8:32:32,  3.82s/it]
 83%|████████▎ | 38256/46302 [40:32:29<8:32:28,  3.82s/it]
 83%|████████▎ | 38257/46302 [40:32:33<8:32:20,  3.82s/it]
 83%|████████▎ | 38258/46302 [40:32:37<8:32:22,  3.82s/it]
 83%|████████▎ | 38259/46302 [40:32:40<8:32:16,  3.82s/it]
 83%|████████▎ | 38260/46302 [40:32:44<8:32:08,  3.82s/it]
 83%|████████▎ | 38261/46302 [40:32:48<8:32:06,  3.82s/it]
 83%|████████▎ | 38262/46302 [40:32:52<8:31:59,  3.82s/it]
 83%|████████▎ | 38263/46302 [40:32:56<8:32:01,  3.82s/it]
 83%|████████▎ | 38264/46302 [40:32:59<8:32:10,  3.82s/it]
 83%|████████▎ | 38265/46302 [40:33:03<8:32:13,  3.82s/it]
 83%|████████▎ | 38266/46302 [40:33:07<8:32:13,  3.82s/it]
 83%|████████▎ | 38267/46302 [40:33:11<8:32:05,  3.82s/it]
 83%|████████▎ | 38268/46302 [40:33:15<8:32:02,  3.82s/it]
 83%|████████▎ | 38269/46302 [40:33:19<8:31:55,  3.82s/it]
 83%|████████▎ | 38270/46302 [40:33:22<8:31:49,  3.82s/it]
 83%|████████▎ | 38271/46302 [40:33:26<8:31:40,  3.82s/it]
 83%|████████▎ | 38272/46302 [40:33:30<8:31:46,  3.82s/it]
 83%|████████▎ | 38273/46302 [40:33:34<8:31:38,  3.82s/it]
 83%|████████▎ | 38274/46302 [40:33:38<8:31:33,  3.82s/it]
 83%|████████▎ | 38275/46302 [40:33:42<8:31:25,  3.82s/it]
 83%|████████▎ | 38276/46302 [40:33:45<8:31:19,  3.82s/it]
 83%|████████▎ | 38277/46302 [40:33:49<8:31:13,  3.82s/it]
 83%|████████▎ | 38278/46302 [40:33:53<8:31:11,  3.82s/it]
 83%|████████▎ | 38279/46302 [40:33:57<8:31:07,  3.82s/it]
 83%|████████▎ | 38280/46302 [40:34:01<8:31:05,  3.82s/it]
 83%|████████▎ | 38281/46302 [40:34:04<8:30:58,  3.82s/it]
 83%|████████▎ | 38282/46302 [40:34:08<8:30:55,  3.82s/it]
 83%|████████▎ | 38283/46302 [40:34:12<8:30:55,  3.82s/it]
 83%|████████▎ | 38284/46302 [40:34:16<8:30:42,  3.82s/it]
 83%|████████▎ | 38285/46302 [40:34:20<8:30:35,  3.82s/it]
 83%|████████▎ | 38286/46302 [40:34:24<8:30:37,  3.82s/it]
 83%|████████▎ | 38287/46302 [40:34:27<8:30:31,  3.82s/it]
 83%|████████▎ | 38288/46302 [40:34:31<8:30:41,  3.82s/it]
 83%|████████▎ | 38289/46302 [40:34:35<8:30:32,  3.82s/it]
 83%|████████▎ | 38290/46302 [40:34:39<8:30:27,  3.82s/it]
 83%|████████▎ | 38291/46302 [40:34:43<8:30:21,  3.82s/it]
 83%|████████▎ | 38292/46302 [40:34:46<8:30:22,  3.82s/it]
 83%|████████▎ | 38293/46302 [40:34:50<8:30:19,  3.82s/it]
 83%|████████▎ | 38294/46302 [40:34:54<8:30:11,  3.82s/it]
 83%|████████▎ | 38295/46302 [40:34:58<8:30:08,  3.82s/it]
 83%|████████▎ | 38296/46302 [40:35:02<8:29:59,  3.82s/it]
 83%|████████▎ | 38297/46302 [40:35:06<8:29:50,  3.82s/it]
 83%|████████▎ | 38298/46302 [40:35:09<8:29:45,  3.82s/it]
 83%|████████▎ | 38299/46302 [40:35:13<8:29:44,  3.82s/it]
 83%|████████▎ | 38300/46302 [40:35:17<8:29:47,  3.82s/it]
 83%|████████▎ | 38301/46302 [40:35:21<8:29:51,  3.82s/it]
 83%|████████▎ | 38302/46302 [40:35:25<8:29:45,  3.82s/it]
 83%|████████▎ | 38303/46302 [40:35:29<8:29:29,  3.82s/it]
 83%|████████▎ | 38304/46302 [40:35:32<8:29:27,  3.82s/it]
 83%|████████▎ | 38305/46302 [40:35:36<8:29:16,  3.82s/it]
 83%|████████▎ | 38306/46302 [40:35:40<8:29:23,  3.82s/it]
 83%|████████▎ | 38307/46302 [40:35:44<8:29:20,  3.82s/it]
 83%|████████▎ | 38308/46302 [40:35:48<8:29:12,  3.82s/it]
 83%|████████▎ | 38309/46302 [40:35:51<8:29:03,  3.82s/it]
 83%|████████▎ | 38310/46302 [40:35:55<8:28:57,  3.82s/it]
 83%|████████▎ | 38311/46302 [40:35:59<8:28:45,  3.82s/it]
 83%|████████▎ | 38312/46302 [40:36:03<8:28:37,  3.82s/it]
 83%|████████▎ | 38313/46302 [40:36:07<8:28:30,  3.82s/it]
 83%|████████▎ | 38314/46302 [40:36:11<8:28:32,  3.82s/it]
 83%|████████▎ | 38315/46302 [40:36:14<8:28:32,  3.82s/it]
 83%|████████▎ | 38316/46302 [40:36:18<8:28:26,  3.82s/it]
 83%|████████▎ | 38317/46302 [40:36:22<8:28:21,  3.82s/it]
 83%|████████▎ | 38318/46302 [40:36:26<8:28:20,  3.82s/it]
 83%|████████▎ | 38319/46302 [40:36:30<8:28:07,  3.82s/it]
 83%|████████▎ | 38320/46302 [40:36:33<8:28:06,  3.82s/it]
 83%|████████▎ | 38321/46302 [40:36:37<8:28:09,  3.82s/it]
 83%|████████▎ | 38322/46302 [40:36:41<8:28:08,  3.82s/it]
 83%|████████▎ | 38323/46302 [40:36:45<8:28:01,  3.82s/it]
 83%|████████▎ | 38324/46302 [40:36:49<8:27:57,  3.82s/it]
 83%|████████▎ | 38325/46302 [40:36:53<8:27:51,  3.82s/it]
 83%|████████▎ | 38326/46302 [40:36:56<8:27:47,  3.82s/it]
 83%|████████▎ | 38327/46302 [40:37:00<8:27:48,  3.82s/it]
 83%|████████▎ | 38328/46302 [40:37:04<8:27:45,  3.82s/it]
 83%|████████▎ | 38329/46302 [40:37:08<8:27:46,  3.82s/it]
 83%|████████▎ | 38330/46302 [40:37:12<8:27:44,  3.82s/it]
 83%|████████▎ | 38331/46302 [40:37:16<8:27:31,  3.82s/it]
 83%|████████▎ | 38332/46302 [40:37:19<8:27:29,  3.82s/it]
 83%|████████▎ | 38333/46302 [40:37:23<8:27:31,  3.82s/it]
 83%|████████▎ | 38334/46302 [40:37:27<8:27:29,  3.82s/it]
 83%|████████▎ | 38335/46302 [40:37:31<8:27:21,  3.82s/it]
 83%|████████▎ | 38336/46302 [40:37:35<8:27:10,  3.82s/it]
 83%|████████▎ | 38337/46302 [40:37:38<8:27:12,  3.82s/it]
 83%|████████▎ | 38338/46302 [40:37:42<8:27:14,  3.82s/it]
 83%|████████▎ | 38339/46302 [40:37:46<8:27:17,  3.82s/it]
 83%|████████▎ | 38340/46302 [40:37:50<8:27:16,  3.82s/it]
 83%|████████▎ | 38341/46302 [40:37:54<8:27:10,  3.82s/it]
 83%|████████▎ | 38342/46302 [40:37:58<8:26:59,  3.82s/it]
 83%|████████▎ | 38343/46302 [40:38:01<8:26:55,  3.82s/it]
 83%|████████▎ | 38344/46302 [40:38:05<8:26:50,  3.82s/it]
 83%|████████▎ | 38345/46302 [40:38:09<8:26:40,  3.82s/it]
 83%|████████▎ | 38346/46302 [40:38:13<8:26:38,  3.82s/it]
 83%|████████▎ | 38347/46302 [40:38:17<8:26:32,  3.82s/it]
 83%|████████▎ | 38348/46302 [40:38:20<8:26:29,  3.82s/it]
 83%|████████▎ | 38349/46302 [40:38:24<8:26:26,  3.82s/it]
 83%|████████▎ | 38350/46302 [40:38:28<8:26:18,  3.82s/it]
 83%|████████▎ | 38351/46302 [40:38:32<8:26:13,  3.82s/it]
 83%|████████▎ | 38352/46302 [40:38:36<8:26:15,  3.82s/it]
 83%|████████▎ | 38353/46302 [40:38:40<8:26:13,  3.82s/it]
 83%|████████▎ | 38354/46302 [40:38:43<8:26:12,  3.82s/it]
 83%|████████▎ | 38355/46302 [40:38:47<8:26:04,  3.82s/it]
 83%|████████▎ | 38356/46302 [40:38:51<8:25:55,  3.82s/it]
 83%|████████▎ | 38357/46302 [40:38:55<8:25:39,  3.82s/it]
 83%|████████▎ | 38358/46302 [40:38:59<8:25:43,  3.82s/it]
 83%|████████▎ | 38359/46302 [40:39:02<8:25:45,  3.82s/it]
 83%|████████▎ | 38360/46302 [40:39:06<8:25:35,  3.82s/it]
 83%|████████▎ | 38361/46302 [40:39:10<8:25:29,  3.82s/it]
 83%|████████▎ | 38362/46302 [40:39:14<8:25:31,  3.82s/it]
 83%|████████▎ | 38363/46302 [40:39:18<8:25:33,  3.82s/it]
 83%|████████▎ | 38364/46302 [40:39:22<8:25:38,  3.82s/it]
 83%|████████▎ | 38365/46302 [40:39:25<8:25:26,  3.82s/it]
 83%|████████▎ | 38366/46302 [40:39:29<8:25:30,  3.82s/it]
 83%|████████▎ | 38367/46302 [40:39:33<8:25:30,  3.82s/it]
 83%|████████▎ | 38368/46302 [40:39:37<8:25:20,  3.82s/it]
 83%|████████▎ | 38369/46302 [40:39:41<8:25:11,  3.82s/it]
 83%|████████▎ | 38370/46302 [40:39:45<8:24:55,  3.82s/it]
 83%|████████▎ | 38371/46302 [40:39:48<8:24:57,  3.82s/it]
 83%|████████▎ | 38372/46302 [40:39:52<8:24:59,  3.82s/it]
 83%|████████▎ | 38373/46302 [40:39:56<8:24:59,  3.82s/it]
 83%|████████▎ | 38374/46302 [40:40:00<8:24:43,  3.82s/it]
 83%|████████▎ | 38375/46302 [40:40:04<8:24:44,  3.82s/it]
 83%|████████▎ | 38376/46302 [40:40:07<8:24:36,  3.82s/it]
 83%|████████▎ | 38377/46302 [40:40:11<8:24:38,  3.82s/it]
 83%|████████▎ | 38378/46302 [40:40:15<8:24:38,  3.82s/it]
 83%|████████▎ | 38379/46302 [40:40:19<8:24:34,  3.82s/it]
 83%|████████▎ | 38380/46302 [40:40:23<8:24:24,  3.82s/it]
 83%|████████▎ | 38381/46302 [40:40:27<8:24:16,  3.82s/it]
 83%|████████▎ | 38382/46302 [40:40:30<8:24:16,  3.82s/it]
 83%|████████▎ | 38383/46302 [40:40:34<8:24:14,  3.82s/it]
 83%|████████▎ | 38384/46302 [40:40:38<8:24:14,  3.82s/it]
 83%|████████▎ | 38385/46302 [40:40:42<8:24:04,  3.82s/it]
 83%|████████▎ | 38386/46302 [40:40:46<8:24:03,  3.82s/it]
 83%|████████▎ | 38387/46302 [40:40:49<8:23:59,  3.82s/it]
 83%|████████▎ | 38388/46302 [40:40:53<8:24:03,  3.82s/it]
 83%|████████▎ | 38389/46302 [40:40:57<8:23:55,  3.82s/it]
 83%|████████▎ | 38390/46302 [40:41:01<8:23:46,  3.82s/it]
 83%|████████▎ | 38391/46302 [40:41:05<8:23:40,  3.82s/it]
 83%|████████▎ | 38392/46302 [40:41:09<8:23:36,  3.82s/it]
 83%|████████▎ | 38393/46302 [40:41:12<8:23:41,  3.82s/it]
 83%|████████▎ | 38394/46302 [40:41:16<8:23:33,  3.82s/it]
 83%|████████▎ | 38395/46302 [40:41:20<8:23:40,  3.82s/it]
 83%|████████▎ | 38396/46302 [40:41:24<8:23:44,  3.82s/it]
 83%|████████▎ | 38397/46302 [40:41:28<8:23:26,  3.82s/it]
 83%|████████▎ | 38398/46302 [40:41:32<8:23:18,  3.82s/it]
 83%|████████▎ | 38399/46302 [40:41:35<8:23:19,  3.82s/it]
 83%|████████▎ | 38400/46302 [40:41:39<8:23:08,  3.82s/it]
 83%|████████▎ | 38401/46302 [40:41:43<8:23:05,  3.82s/it]
 83%|████████▎ | 38402/46302 [40:41:47<8:23:02,  3.82s/it]
 83%|████████▎ | 38403/46302 [40:41:51<8:22:59,  3.82s/it]
 83%|████████▎ | 38404/46302 [40:41:54<8:22:54,  3.82s/it]
 83%|████████▎ | 38405/46302 [40:41:58<8:22:44,  3.82s/it]
 83%|████████▎ | 38406/46302 [40:42:02<8:22:41,  3.82s/it]
 83%|████████▎ | 38407/46302 [40:42:06<8:22:28,  3.82s/it]
 83%|████████▎ | 38408/46302 [40:42:10<8:22:26,  3.82s/it]
 83%|████████▎ | 38409/46302 [40:42:14<8:22:26,  3.82s/it]
 83%|████████▎ | 38410/46302 [40:42:17<8:22:27,  3.82s/it]
 83%|████████▎ | 38411/46302 [40:42:21<8:22:06,  3.82s/it]
 83%|████████▎ | 38412/46302 [40:42:25<8:22:06,  3.82s/it]
 83%|████████▎ | 38413/46302 [40:42:29<8:22:08,  3.82s/it]
 83%|████████▎ | 38414/46302 [40:42:33<8:22:01,  3.82s/it]
 83%|████████▎ | 38415/46302 [40:42:36<8:22:00,  3.82s/it]
 83%|████████▎ | 38416/46302 [40:42:40<8:22:04,  3.82s/it]
 83%|████████▎ | 38417/46302 [40:42:44<8:22:05,  3.82s/it]
 83%|████████▎ | 38418/46302 [40:42:48<8:22:01,  3.82s/it]
 83%|████████▎ | 38419/46302 [40:42:52<8:21:53,  3.82s/it]
 83%|████████▎ | 38420/46302 [40:42:56<8:21:49,  3.82s/it]
 83%|████████▎ | 38421/46302 [40:42:59<8:21:46,  3.82s/it]
 83%|████████▎ | 38422/46302 [40:43:03<8:21:40,  3.82s/it]
 83%|████████▎ | 38423/46302 [40:43:07<8:21:40,  3.82s/it]
 83%|████████▎ | 38424/46302 [40:43:11<8:21:27,  3.82s/it]
 83%|████████▎ | 38425/46302 [40:43:15<8:21:20,  3.82s/it]
 83%|████████▎ | 38426/46302 [40:43:18<8:21:22,  3.82s/it]
 83%|████████▎ | 38427/46302 [40:43:22<8:21:19,  3.82s/it]
 83%|████████▎ | 38428/46302 [40:43:26<8:21:18,  3.82s/it]
 83%|████████▎ | 38429/46302 [40:43:30<8:21:19,  3.82s/it]
 83%|████████▎ | 38430/46302 [40:43:34<8:21:09,  3.82s/it]
 83%|████████▎ | 38431/46302 [40:43:38<8:20:59,  3.82s/it]
 83%|████████▎ | 38432/46302 [40:43:41<8:21:01,  3.82s/it]
 83%|████████▎ | 38433/46302 [40:43:45<8:21:00,  3.82s/it]
 83%|████████▎ | 38434/46302 [40:43:49<8:20:55,  3.82s/it]
 83%|████████▎ | 38435/46302 [40:43:53<8:20:58,  3.82s/it]
 83%|████████▎ | 38436/46302 [40:43:57<8:20:57,  3.82s/it]
 83%|████████▎ | 38437/46302 [40:44:00<8:20:50,  3.82s/it]
 83%|████████▎ | 38438/46302 [40:44:04<8:20:48,  3.82s/it]
 83%|████████▎ | 38439/46302 [40:44:08<8:20:42,  3.82s/it]
 83%|████████▎ | 38440/46302 [40:44:12<8:20:41,  3.82s/it]
 83%|████████▎ | 38441/46302 [40:44:16<8:20:37,  3.82s/it]
 83%|████████▎ | 38442/46302 [40:44:20<8:20:32,  3.82s/it]
 83%|████████▎ | 38443/46302 [40:44:23<8:20:32,  3.82s/it]
 83%|████████▎ | 38444/46302 [40:44:27<8:20:27,  3.82s/it]
 83%|████████▎ | 38445/46302 [40:44:31<8:20:25,  3.82s/it]
 83%|████████▎ | 38446/46302 [40:44:35<8:20:21,  3.82s/it]
 83%|████████▎ | 38447/46302 [40:44:39<8:20:22,  3.82s/it]
 83%|████████▎ | 38448/46302 [40:44:43<8:20:11,  3.82s/it]
 83%|████████▎ | 38449/46302 [40:44:46<8:20:05,  3.82s/it]
 83%|████████▎ | 38450/46302 [40:44:50<8:20:07,  3.82s/it]
 83%|████████▎ | 38451/46302 [40:44:54<8:20:07,  3.82s/it]
 83%|████████▎ | 38452/46302 [40:44:58<8:20:02,  3.82s/it]
 83%|████████▎ | 38453/46302 [40:45:02<8:19:53,  3.82s/it]
 83%|████████▎ | 38454/46302 [40:45:05<8:19:44,  3.82s/it]
 83%|████████▎ | 38455/46302 [40:45:09<8:19:37,  3.82s/it]
 83%|████████▎ | 38456/46302 [40:45:13<8:19:30,  3.82s/it]
 83%|████████▎ | 38457/46302 [40:45:17<8:19:39,  3.82s/it]
 83%|████████▎ | 38458/46302 [40:45:21<8:19:38,  3.82s/it]
 83%|████████▎ | 38459/46302 [40:45:25<8:19:31,  3.82s/it]
 83%|████████▎ | 38460/46302 [40:45:28<8:19:18,  3.82s/it]
 83%|████████▎ | 38461/46302 [40:45:32<8:19:19,  3.82s/it]
 83%|████████▎ | 38462/46302 [40:45:36<8:19:17,  3.82s/it]
 83%|████████▎ | 38463/46302 [40:45:40<8:18:14,  3.81s/it]
 83%|████████▎ | 38464/46302 [40:45:44<8:17:00,  3.80s/it]
 83%|████████▎ | 38465/46302 [40:45:47<8:15:55,  3.80s/it]
 83%|████████▎ | 38466/46302 [40:45:51<8:15:09,  3.79s/it]
 83%|████████▎ | 38467/46302 [40:45:55<8:14:41,  3.79s/it]
 83%|████████▎ | 38468/46302 [40:45:59<8:14:32,  3.79s/it]
 83%|████████▎ | 38469/46302 [40:46:02<8:14:06,  3.78s/it]
 83%|████████▎ | 38470/46302 [40:46:06<8:13:59,  3.78s/it]
 83%|████████▎ | 38471/46302 [40:46:10<8:14:05,  3.79s/it]
 83%|████████▎ | 38472/46302 [40:46:14<8:14:14,  3.79s/it]
 83%|████████▎ | 38473/46302 [40:46:18<8:13:57,  3.79s/it]
 83%|████████▎ | 38474/46302 [40:46:21<8:14:01,  3.79s/it]
 83%|████████▎ | 38475/46302 [40:46:25<8:13:45,  3.79s/it]
 83%|████████▎ | 38476/46302 [40:46:29<8:13:43,  3.79s/it]
 83%|████████▎ | 38477/46302 [40:46:33<8:13:40,  3.79s/it]
 83%|████████▎ | 38478/46302 [40:46:37<8:14:00,  3.79s/it]
 83%|████████▎ | 38479/46302 [40:46:40<8:13:50,  3.79s/it]
 83%|████████▎ | 38480/46302 [40:46:44<8:13:40,  3.79s/it]
 83%|████████▎ | 38481/46302 [40:46:48<8:13:29,  3.79s/it]
 83%|████████▎ | 38482/46302 [40:46:52<8:13:38,  3.79s/it]
 83%|████████▎ | 38483/46302 [40:46:56<8:13:49,  3.79s/it]
 83%|████████▎ | 38484/46302 [40:46:59<8:13:44,  3.79s/it]
 83%|████████▎ | 38485/46302 [40:47:03<8:13:24,  3.79s/it]
 83%|████████▎ | 38486/46302 [40:47:07<8:13:20,  3.79s/it]
 83%|████████▎ | 38487/46302 [40:47:11<8:13:26,  3.79s/it]
 83%|████████▎ | 38488/46302 [40:47:14<8:13:10,  3.79s/it]
 83%|████████▎ | 38489/46302 [40:47:18<8:13:25,  3.79s/it]
 83%|████████▎ | 38490/46302 [40:47:22<8:12:52,  3.79s/it]
 83%|████████▎ | 38491/46302 [40:47:26<8:12:59,  3.79s/it]
 83%|████████▎ | 38492/46302 [40:47:30<8:13:00,  3.79s/it]
 83%|████████▎ | 38493/46302 [40:47:33<8:12:37,  3.79s/it]
 83%|████████▎ | 38494/46302 [40:47:37<8:12:31,  3.78s/it]
 83%|████████▎ | 38495/46302 [40:47:41<8:12:17,  3.78s/it]
 83%|████████▎ | 38496/46302 [40:47:45<8:12:34,  3.79s/it]
 83%|████████▎ | 38497/46302 [40:47:49<8:12:52,  3.79s/it]
 83%|████████▎ | 38498/46302 [40:47:52<8:12:46,  3.79s/it]
 83%|████████▎ | 38499/46302 [40:47:56<8:12:39,  3.79s/it]
 83%|████████▎ | 38500/46302 [40:48:00<8:12:33,  3.79s/it]
                                                          
{'loss': 3.1033, 'learning_rate': 0.0008611098847732993, 'epoch': 0.83}

 83%|████████▎ | 38500/46302 [40:48:00<8:12:33,  3.79s/it]
 83%|████████▎ | 38501/46302 [40:48:04<8:12:26,  3.79s/it]
 83%|████████▎ | 38502/46302 [40:48:07<8:12:29,  3.79s/it]
 83%|████████▎ | 38503/46302 [40:48:11<8:12:42,  3.79s/it]
 83%|████████▎ | 38504/46302 [40:48:15<8:12:26,  3.79s/it]
 83%|████████▎ | 38505/46302 [40:48:19<8:11:58,  3.79s/it]
 83%|████████▎ | 38506/46302 [40:48:23<8:11:46,  3.78s/it]
 83%|████████▎ | 38507/46302 [40:48:26<8:11:58,  3.79s/it]
 83%|████████▎ | 38508/46302 [40:48:30<8:12:09,  3.79s/it]
 83%|████████▎ | 38509/46302 [40:48:34<8:12:41,  3.79s/it]
 83%|████████▎ | 38510/46302 [40:48:38<8:12:29,  3.79s/it]
 83%|████████▎ | 38511/46302 [40:48:42<8:12:00,  3.79s/it]
 83%|████████▎ | 38512/46302 [40:48:45<8:11:41,  3.79s/it]
 83%|████████▎ | 38513/46302 [40:48:49<8:11:40,  3.79s/it]
 83%|████████▎ | 38514/46302 [40:48:53<8:11:20,  3.79s/it]
 83%|████████▎ | 38515/46302 [40:48:57<8:11:10,  3.78s/it]
 83%|████████▎ | 38516/46302 [40:49:00<8:11:04,  3.78s/it]
 83%|████████▎ | 38517/46302 [40:49:04<8:10:53,  3.78s/it]
 83%|████████▎ | 38518/46302 [40:49:08<8:10:41,  3.78s/it]
 83%|████████▎ | 38519/46302 [40:49:12<8:10:51,  3.78s/it]
 83%|████████▎ | 38520/46302 [40:49:16<8:10:47,  3.78s/it]
 83%|████████▎ | 38521/46302 [40:49:19<8:10:49,  3.78s/it]
 83%|████████▎ | 38522/46302 [40:49:23<8:10:32,  3.78s/it]
 83%|████████▎ | 38523/46302 [40:49:27<8:11:00,  3.79s/it]
 83%|████████▎ | 38524/46302 [40:49:31<8:10:59,  3.79s/it]
 83%|████████▎ | 38525/46302 [40:49:35<8:11:03,  3.79s/it]
 83%|████████▎ | 38526/46302 [40:49:38<8:10:54,  3.79s/it]
 83%|████████▎ | 38527/46302 [40:49:42<8:10:59,  3.79s/it]
 83%|████████▎ | 38528/46302 [40:49:46<8:11:15,  3.79s/it]
 83%|████████▎ | 38529/46302 [40:49:50<8:10:58,  3.79s/it]
 83%|████████▎ | 38530/46302 [40:49:54<8:11:08,  3.79s/it]
 83%|████████▎ | 38531/46302 [40:49:57<8:10:32,  3.79s/it]
 83%|████████▎ | 38532/46302 [40:50:01<8:10:46,  3.79s/it]
 83%|████████▎ | 38533/46302 [40:50:05<8:10:14,  3.79s/it]
 83%|████████▎ | 38534/46302 [40:50:09<8:10:20,  3.79s/it]
 83%|████████▎ | 38535/46302 [40:50:12<8:10:18,  3.79s/it]
 83%|████████▎ | 38536/46302 [40:50:16<8:09:46,  3.78s/it]
 83%|████████▎ | 38537/46302 [40:50:20<8:09:38,  3.78s/it]
 83%|████████▎ | 38538/46302 [40:50:24<8:09:47,  3.79s/it]
 83%|████████▎ | 38539/46302 [40:50:28<8:09:55,  3.79s/it]
 83%|████████▎ | 38540/46302 [40:50:31<8:09:37,  3.78s/it]
 83%|████████▎ | 38541/46302 [40:50:35<8:09:51,  3.79s/it]
 83%|████████▎ | 38542/46302 [40:50:39<8:09:40,  3.79s/it]
 83%|████████▎ | 38543/46302 [40:50:43<8:09:43,  3.79s/it]
 83%|████████▎ | 38544/46302 [40:50:47<8:09:03,  3.78s/it]
 83%|████████▎ | 38545/46302 [40:50:50<8:08:48,  3.78s/it]
 83%|████████▎ | 38546/46302 [40:50:54<8:08:54,  3.78s/it]
 83%|████████▎ | 38547/46302 [40:50:58<8:08:41,  3.78s/it]
 83%|████████▎ | 38548/46302 [40:51:02<8:08:33,  3.78s/it]
 83%|████████▎ | 38549/46302 [40:51:05<8:08:38,  3.78s/it]
 83%|████████▎ | 38550/46302 [40:51:09<8:08:32,  3.78s/it]
 83%|████████▎ | 38551/46302 [40:51:13<8:08:57,  3.78s/it]
 83%|████████▎ | 38552/46302 [40:51:17<8:08:57,  3.79s/it]
 83%|████████▎ | 38553/46302 [40:51:21<8:08:45,  3.78s/it]
 83%|████████▎ | 38554/46302 [40:51:24<8:08:48,  3.79s/it]
 83%|████████▎ | 38555/46302 [40:51:28<8:08:48,  3.79s/it]
 83%|████████▎ | 38556/46302 [40:51:32<8:08:31,  3.78s/it]
 83%|████████▎ | 38557/46302 [40:51:36<8:08:17,  3.78s/it]
 83%|████████▎ | 38558/46302 [40:51:39<8:07:52,  3.78s/it]
 83%|████████▎ | 38559/46302 [40:51:43<8:08:06,  3.78s/it]
 83%|████████▎ | 38560/46302 [40:51:47<8:08:10,  3.78s/it]
 83%|████████▎ | 38561/46302 [40:51:51<8:08:12,  3.78s/it]
 83%|████████▎ | 38562/46302 [40:51:55<8:08:24,  3.79s/it]
 83%|████████▎ | 38563/46302 [40:51:58<8:08:24,  3.79s/it]
 83%|████████▎ | 38564/46302 [40:52:02<8:08:36,  3.79s/it]
 83%|████████▎ | 38565/46302 [40:52:06<8:08:10,  3.79s/it]
 83%|████████▎ | 38566/46302 [40:52:10<8:08:30,  3.79s/it]
 83%|████████▎ | 38567/46302 [40:52:14<8:08:14,  3.79s/it]
 83%|████████▎ | 38568/46302 [40:52:17<8:08:06,  3.79s/it]
 83%|████████▎ | 38569/46302 [40:52:21<8:08:02,  3.79s/it]
 83%|████████▎ | 38570/46302 [40:52:25<8:07:53,  3.79s/it]
 83%|████████▎ | 38571/46302 [40:52:29<8:07:59,  3.79s/it]
 83%|████████▎ | 38572/46302 [40:52:32<8:08:15,  3.79s/it]
 83%|████████▎ | 38573/46302 [40:52:36<8:07:41,  3.79s/it]
 83%|████████▎ | 38574/46302 [40:52:40<8:07:36,  3.79s/it]
 83%|████████▎ | 38575/46302 [40:52:44<8:07:48,  3.79s/it]
 83%|████████▎ | 38576/46302 [40:52:48<8:08:14,  3.79s/it]
 83%|████████▎ | 38577/46302 [40:52:51<8:08:05,  3.79s/it]
 83%|████████▎ | 38578/46302 [40:52:55<8:08:04,  3.79s/it]
 83%|████████▎ | 38579/46302 [40:52:59<8:07:29,  3.79s/it]
 83%|████████▎ | 38580/46302 [40:53:03<8:07:05,  3.78s/it]
 83%|████████▎ | 38581/46302 [40:53:07<8:06:49,  3.78s/it]
 83%|████████▎ | 38582/46302 [40:53:10<8:06:55,  3.78s/it]
 83%|████████▎ | 38583/46302 [40:53:14<8:06:59,  3.79s/it]
 83%|████████▎ | 38584/46302 [40:53:18<8:07:02,  3.79s/it]
 83%|████████▎ | 38585/46302 [40:53:22<8:06:54,  3.79s/it]
 83%|████████▎ | 38586/46302 [40:53:26<8:07:00,  3.79s/it]
 83%|████████▎ | 38587/46302 [40:53:29<8:06:57,  3.79s/it]
 83%|████████▎ | 38588/46302 [40:53:33<8:06:38,  3.79s/it]
 83%|████████▎ | 38589/46302 [40:53:37<8:06:37,  3.79s/it]
 83%|████████▎ | 38590/46302 [40:53:41<8:06:36,  3.79s/it]
 83%|████████▎ | 38591/46302 [40:53:44<8:06:57,  3.79s/it]
 83%|████████▎ | 38592/46302 [40:53:48<8:06:52,  3.79s/it]
 83%|████████▎ | 38593/46302 [40:53:52<8:06:40,  3.79s/it]
 83%|████████▎ | 38594/46302 [40:53:56<8:06:41,  3.79s/it]
 83%|████████▎ | 38595/46302 [40:54:00<8:06:30,  3.79s/it]
 83%|████████▎ | 38596/46302 [40:54:03<8:06:01,  3.78s/it]
 83%|████████▎ | 38597/46302 [40:54:07<8:06:34,  3.79s/it]
 83%|████████▎ | 38598/46302 [40:54:11<8:06:32,  3.79s/it]
 83%|████████▎ | 38599/46302 [40:54:15<8:06:13,  3.79s/it]
 83%|████████▎ | 38600/46302 [40:54:19<8:06:15,  3.79s/it]
 83%|████████▎ | 38601/46302 [40:54:22<8:06:05,  3.79s/it]
 83%|████████▎ | 38602/46302 [40:54:26<8:06:07,  3.79s/it]
 83%|████████▎ | 38603/46302 [40:54:30<8:06:07,  3.79s/it]
 83%|████████▎ | 38604/46302 [40:54:34<8:06:12,  3.79s/it]
 83%|████████▎ | 38605/46302 [40:54:37<8:06:13,  3.79s/it]
 83%|████████▎ | 38606/46302 [40:54:41<8:06:29,  3.79s/it]
 83%|████████▎ | 38607/46302 [40:54:45<8:06:14,  3.79s/it]
 83%|████████▎ | 38608/46302 [40:54:49<8:06:21,  3.79s/it]
 83%|████████▎ | 38609/46302 [40:54:53<8:05:50,  3.79s/it]
 83%|████████▎ | 38610/46302 [40:54:56<8:06:17,  3.79s/it]
 83%|████████▎ | 38611/46302 [40:55:00<8:06:08,  3.79s/it]
 83%|████████▎ | 38612/46302 [40:55:04<8:05:45,  3.79s/it]
 83%|████████▎ | 38613/46302 [40:55:08<8:05:17,  3.79s/it]
 83%|████████▎ | 38614/46302 [40:55:12<8:05:00,  3.79s/it]
 83%|████████▎ | 38615/46302 [40:55:15<8:05:25,  3.79s/it]
 83%|████████▎ | 38616/46302 [40:55:19<8:05:28,  3.79s/it]
 83%|████████▎ | 38617/46302 [40:55:23<8:05:17,  3.79s/it]
 83%|████████▎ | 38618/46302 [40:55:27<8:04:56,  3.79s/it]
 83%|████████▎ | 38619/46302 [40:55:31<8:04:34,  3.78s/it]
 83%|████████▎ | 38620/46302 [40:55:34<8:04:54,  3.79s/it]
 83%|████████▎ | 38621/46302 [40:55:38<8:04:49,  3.79s/it]
 83%|████████▎ | 38622/46302 [40:55:42<8:04:34,  3.79s/it]
 83%|████████▎ | 38623/46302 [40:55:46<8:04:17,  3.78s/it]
 83%|████████▎ | 38624/46302 [40:55:49<8:04:31,  3.79s/it]
 83%|████████▎ | 38625/46302 [40:55:53<8:04:46,  3.79s/it]
 83%|████████▎ | 38626/46302 [40:55:57<8:04:38,  3.79s/it]
 83%|████████▎ | 38627/46302 [40:56:01<8:04:48,  3.79s/it]
 83%|████████▎ | 38628/46302 [40:56:05<8:04:56,  3.79s/it]
 83%|████████▎ | 38629/46302 [40:56:08<8:04:42,  3.79s/it]
 83%|████████▎ | 38630/46302 [40:56:12<8:05:02,  3.79s/it]
 83%|████████▎ | 38631/46302 [40:56:16<8:04:46,  3.79s/it]
 83%|████████▎ | 38632/46302 [40:56:20<8:04:39,  3.79s/it]
 83%|████████▎ | 38633/46302 [40:56:24<8:04:31,  3.79s/it]
 83%|████████▎ | 38634/46302 [40:56:27<8:05:17,  3.80s/it]
 83%|████████▎ | 38635/46302 [40:56:31<8:05:23,  3.80s/it]
 83%|████████▎ | 38636/46302 [40:56:35<8:05:12,  3.80s/it]
 83%|████████▎ | 38637/46302 [40:56:39<8:04:34,  3.79s/it]
 83%|████████▎ | 38638/46302 [40:56:43<8:04:01,  3.79s/it]
 83%|████████▎ | 38639/46302 [40:56:46<8:04:05,  3.79s/it]
 83%|████████▎ | 38640/46302 [40:56:50<8:04:09,  3.79s/it]
 83%|████████▎ | 38641/46302 [40:56:54<8:04:03,  3.79s/it]
 83%|████████▎ | 38642/46302 [40:56:58<8:03:48,  3.79s/it]
 83%|████████▎ | 38643/46302 [40:57:01<8:03:19,  3.79s/it]
 83%|████████▎ | 38644/46302 [40:57:05<8:03:18,  3.79s/it]
 83%|████████▎ | 38645/46302 [40:57:09<8:03:23,  3.79s/it]
 83%|████████▎ | 38646/46302 [40:57:13<8:03:13,  3.79s/it]
 83%|████████▎ | 38647/46302 [40:57:17<8:02:42,  3.78s/it]
 83%|████████▎ | 38648/46302 [40:57:20<8:03:17,  3.79s/it]
 83%|████████▎ | 38649/46302 [40:57:24<8:02:57,  3.79s/it]
 83%|████████▎ | 38650/46302 [40:57:28<8:02:42,  3.78s/it]
 83%|████████▎ | 38651/46302 [40:57:32<8:02:39,  3.79s/it]
 83%|████████▎ | 38652/46302 [40:57:36<8:02:30,  3.78s/it]
 83%|████████▎ | 38653/46302 [40:57:39<8:02:28,  3.78s/it]
 83%|████████▎ | 38654/46302 [40:57:43<8:03:06,  3.79s/it]
 83%|████████▎ | 38655/46302 [40:57:47<8:03:16,  3.79s/it]
 83%|████████▎ | 38656/46302 [40:57:51<8:02:51,  3.79s/it]
 83%|████████▎ | 38657/46302 [40:57:55<8:02:38,  3.79s/it]
 83%|████████▎ | 38658/46302 [40:57:58<8:02:29,  3.79s/it]
 83%|████████▎ | 38659/46302 [40:58:02<8:02:19,  3.79s/it]
 83%|████████▎ | 38660/46302 [40:58:06<8:02:24,  3.79s/it]
 83%|████████▎ | 38661/46302 [40:58:10<8:02:20,  3.79s/it]
 83%|████████▎ | 38662/46302 [40:58:13<8:02:44,  3.79s/it]
 84%|████████▎ | 38663/46302 [40:58:17<8:02:16,  3.79s/it]
 84%|████████▎ | 38664/46302 [40:58:21<8:02:07,  3.79s/it]
 84%|████████▎ | 38665/46302 [40:58:25<8:02:23,  3.79s/it]
 84%|████████▎ | 38666/46302 [40:58:29<8:02:13,  3.79s/it]
 84%|████████▎ | 38667/46302 [40:58:32<8:02:03,  3.79s/it]
 84%|████████▎ | 38668/46302 [40:58:36<8:01:42,  3.79s/it]
 84%|████████▎ | 38669/46302 [40:58:40<8:01:49,  3.79s/it]
 84%|████████▎ | 38670/46302 [40:58:44<8:01:47,  3.79s/it]
 84%|████████▎ | 38671/46302 [40:58:48<8:01:50,  3.79s/it]
 84%|████████▎ | 38672/46302 [40:58:51<8:01:59,  3.79s/it]
 84%|████████▎ | 38673/46302 [40:58:55<8:01:31,  3.79s/it]
 84%|████████▎ | 38674/46302 [40:58:59<8:01:22,  3.79s/it]
 84%|████████▎ | 38675/46302 [40:59:03<8:01:11,  3.79s/it]
 84%|████████▎ | 38676/46302 [40:59:06<8:01:23,  3.79s/it]
 84%|████████▎ | 38677/46302 [40:59:10<8:01:24,  3.79s/it]
 84%|████████▎ | 38678/46302 [40:59:14<8:01:27,  3.79s/it]
 84%|████████▎ | 38679/46302 [40:59:18<8:01:17,  3.79s/it]
 84%|████████▎ | 38680/46302 [40:59:22<8:00:49,  3.79s/it]
 84%|████████▎ | 38681/46302 [40:59:25<8:00:56,  3.79s/it]
 84%|████████▎ | 38682/46302 [40:59:29<8:00:55,  3.79s/it]
 84%|████████▎ | 38683/46302 [40:59:33<8:00:57,  3.79s/it]
 84%|████████▎ | 38684/46302 [40:59:37<8:00:55,  3.79s/it]
 84%|████████▎ | 38685/46302 [40:59:41<8:00:58,  3.79s/it]
 84%|████████▎ | 38686/46302 [40:59:44<8:00:58,  3.79s/it]
 84%|████████▎ | 38687/46302 [40:59:48<8:00:51,  3.79s/it]
 84%|████████▎ | 38688/46302 [40:59:52<8:00:44,  3.79s/it]
 84%|████████▎ | 38689/46302 [40:59:56<8:00:44,  3.79s/it]
 84%|████████▎ | 38690/46302 [41:00:00<8:00:24,  3.79s/it]
 84%|████████▎ | 38691/46302 [41:00:03<8:00:06,  3.78s/it]
 84%|████████▎ | 38692/46302 [41:00:07<8:00:13,  3.79s/it]
 84%|████████▎ | 38693/46302 [41:00:11<8:00:09,  3.79s/it]
 84%|████████▎ | 38694/46302 [41:00:15<7:59:57,  3.79s/it]
 84%|████████▎ | 38695/46302 [41:00:18<7:59:50,  3.78s/it]
 84%|████████▎ | 38696/46302 [41:00:22<8:00:10,  3.79s/it]
 84%|████████▎ | 38697/46302 [41:00:26<8:00:35,  3.79s/it]
 84%|████████▎ | 38698/46302 [41:00:30<8:00:42,  3.79s/it]
 84%|████████▎ | 38699/46302 [41:00:34<8:00:17,  3.79s/it]
 84%|████████▎ | 38700/46302 [41:00:37<8:00:16,  3.79s/it]
 84%|████████▎ | 38701/46302 [41:00:41<8:00:01,  3.79s/it]
 84%|████████▎ | 38702/46302 [41:00:45<8:00:10,  3.79s/it]
 84%|████████▎ | 38703/46302 [41:00:49<8:00:08,  3.79s/it]
 84%|████████▎ | 38704/46302 [41:00:53<7:59:59,  3.79s/it]
 84%|████████▎ | 38705/46302 [41:00:56<7:59:56,  3.79s/it]
 84%|████████▎ | 38706/46302 [41:01:00<8:00:05,  3.79s/it]
 84%|████████▎ | 38707/46302 [41:01:04<7:59:54,  3.79s/it]
 84%|████████▎ | 38708/46302 [41:01:08<7:59:58,  3.79s/it]
 84%|████████▎ | 38709/46302 [41:01:12<7:59:31,  3.79s/it]
 84%|████████▎ | 38710/46302 [41:01:15<7:58:57,  3.79s/it]
 84%|████████▎ | 38711/46302 [41:01:19<7:58:45,  3.78s/it]
 84%|████████▎ | 38712/46302 [41:01:23<7:58:55,  3.79s/it]
 84%|████████▎ | 38713/46302 [41:01:27<7:59:01,  3.79s/it]
 84%|████████▎ | 38714/46302 [41:01:30<7:58:53,  3.79s/it]
 84%|████████▎ | 38715/46302 [41:01:34<7:58:34,  3.78s/it]
 84%|████████▎ | 38716/46302 [41:01:38<7:58:21,  3.78s/it]
 84%|████████▎ | 38717/46302 [41:01:42<7:58:20,  3.78s/it]
 84%|████████▎ | 38718/46302 [41:01:46<7:58:14,  3.78s/it]
 84%|████████▎ | 38719/46302 [41:01:49<7:58:12,  3.78s/it]
 84%|████████▎ | 38720/46302 [41:01:53<7:58:12,  3.78s/it]
 84%|████████▎ | 38721/46302 [41:01:57<7:57:59,  3.78s/it]
 84%|████████▎ | 38722/46302 [41:02:01<7:58:10,  3.78s/it]
 84%|████████▎ | 38723/46302 [41:02:04<7:58:06,  3.79s/it]
 84%|████████▎ | 38724/46302 [41:02:08<7:58:18,  3.79s/it]
 84%|████████▎ | 38725/46302 [41:02:12<7:58:19,  3.79s/it]
 84%|████████▎ | 38726/46302 [41:02:16<7:58:22,  3.79s/it]
 84%|████████▎ | 38727/46302 [41:02:20<7:58:06,  3.79s/it]
 84%|████████▎ | 38728/46302 [41:02:23<7:57:51,  3.79s/it]
 84%|████████▎ | 38729/46302 [41:02:27<7:58:01,  3.79s/it]
 84%|████████▎ | 38730/46302 [41:02:31<7:57:55,  3.79s/it]
 84%|████████▎ | 38731/46302 [41:02:35<7:57:54,  3.79s/it]
 84%|████████▎ | 38732/46302 [41:02:39<7:57:33,  3.79s/it]
 84%|████████▎ | 38733/46302 [41:02:42<7:57:14,  3.78s/it]
 84%|████████▎ | 38734/46302 [41:02:46<7:56:57,  3.78s/it]
 84%|████████▎ | 38735/46302 [41:02:50<7:57:07,  3.78s/it]
 84%|████████▎ | 38736/46302 [41:02:54<7:57:33,  3.79s/it]
 84%|████████▎ | 38737/46302 [41:02:58<7:57:40,  3.79s/it]
 84%|████████▎ | 38738/46302 [41:03:01<7:57:48,  3.79s/it]
 84%|████████▎ | 38739/46302 [41:03:05<7:57:26,  3.79s/it]
 84%|████████▎ | 38740/46302 [41:03:09<7:57:16,  3.79s/it]
 84%|████████▎ | 38741/46302 [41:03:13<7:57:07,  3.79s/it]
 84%|████████▎ | 38742/46302 [41:03:16<7:57:19,  3.79s/it]
 84%|████████▎ | 38743/46302 [41:03:20<7:57:27,  3.79s/it]
 84%|████████▎ | 38744/46302 [41:03:24<7:57:27,  3.79s/it]
 84%|████████▎ | 38745/46302 [41:03:28<7:57:18,  3.79s/it]
 84%|████████▎ | 38746/46302 [41:03:32<7:57:14,  3.79s/it]
 84%|████████▎ | 38747/46302 [41:03:35<7:57:19,  3.79s/it]
 84%|████████▎ | 38748/46302 [41:03:39<7:57:18,  3.79s/it]
 84%|████████▎ | 38749/46302 [41:03:43<7:57:21,  3.79s/it]
 84%|████████▎ | 38750/46302 [41:03:47<7:57:18,  3.79s/it]
 84%|████████▎ | 38751/46302 [41:03:51<7:57:10,  3.79s/it]
 84%|████████▎ | 38752/46302 [41:03:54<7:56:51,  3.79s/it]
 84%|████████▎ | 38753/46302 [41:03:58<7:56:49,  3.79s/it]
 84%|████████▎ | 38754/46302 [41:04:02<7:56:24,  3.79s/it]
 84%|████████▎ | 38755/46302 [41:04:06<7:56:02,  3.78s/it]
 84%|████████▎ | 38756/46302 [41:04:10<7:56:45,  3.79s/it]
 84%|████████▎ | 38757/46302 [41:04:13<7:56:21,  3.79s/it]
 84%|████████▎ | 38758/46302 [41:04:17<7:56:38,  3.79s/it]
 84%|████████▎ | 38759/46302 [41:04:21<7:56:21,  3.79s/it]
 84%|████████▎ | 38760/46302 [41:04:25<7:56:07,  3.79s/it]
 84%|████████▎ | 38761/46302 [41:04:28<7:56:06,  3.79s/it]
 84%|████████▎ | 38762/46302 [41:04:32<7:56:04,  3.79s/it]
 84%|████████▎ | 38763/46302 [41:04:36<7:55:58,  3.79s/it]
 84%|████████▎ | 38764/46302 [41:04:40<7:55:57,  3.79s/it]
 84%|████████▎ | 38765/46302 [41:04:44<7:55:58,  3.79s/it]
 84%|████████▎ | 38766/46302 [41:04:47<7:56:00,  3.79s/it]
 84%|████████▎ | 38767/46302 [41:04:51<7:56:42,  3.80s/it]
 84%|████████▎ | 38768/46302 [41:04:55<7:56:28,  3.79s/it]
 84%|████████▎ | 38769/46302 [41:04:59<7:56:04,  3.79s/it]
 84%|████████▎ | 38770/46302 [41:05:03<7:55:46,  3.79s/it]
 84%|████████▎ | 38771/46302 [41:05:06<7:55:35,  3.79s/it]
 84%|████████▎ | 38772/46302 [41:05:10<7:55:57,  3.79s/it]
 84%|████████▎ | 38773/46302 [41:05:14<7:55:22,  3.79s/it]
 84%|████████▎ | 38774/46302 [41:05:18<7:55:08,  3.79s/it]
 84%|████████▎ | 38775/46302 [41:05:22<7:55:19,  3.79s/it]
 84%|████████▎ | 38776/46302 [41:05:25<7:55:25,  3.79s/it]
 84%|████████▎ | 38777/46302 [41:05:29<7:55:41,  3.79s/it]
 84%|████████▍ | 38778/46302 [41:05:33<7:55:18,  3.79s/it]
 84%|████████▍ | 38779/46302 [41:05:37<7:55:05,  3.79s/it]
 84%|████████▍ | 38780/46302 [41:05:40<7:54:48,  3.79s/it]
 84%|████████▍ | 38781/46302 [41:05:44<7:54:32,  3.79s/it]
 84%|████████▍ | 38782/46302 [41:05:48<7:54:36,  3.79s/it]
 84%|████████▍ | 38783/46302 [41:05:52<7:54:33,  3.79s/it]
 84%|████████▍ | 38784/46302 [41:05:56<7:54:24,  3.79s/it]
 84%|████████▍ | 38785/46302 [41:05:59<7:54:45,  3.79s/it]
 84%|████████▍ | 38786/46302 [41:06:03<7:54:12,  3.79s/it]
 84%|████████▍ | 38787/46302 [41:06:07<7:54:11,  3.79s/it]
 84%|████████▍ | 38788/46302 [41:06:11<7:54:10,  3.79s/it]
 84%|████████▍ | 38789/46302 [41:06:15<7:54:23,  3.79s/it]
 84%|████████▍ | 38790/46302 [41:06:18<7:54:15,  3.79s/it]
 84%|████████▍ | 38791/46302 [41:06:22<7:53:50,  3.79s/it]
 84%|████████▍ | 38792/46302 [41:06:26<7:53:57,  3.79s/it]
 84%|████████▍ | 38793/46302 [41:06:30<7:54:05,  3.79s/it]
 84%|████████▍ | 38794/46302 [41:06:33<7:53:58,  3.79s/it]
 84%|████████▍ | 38795/46302 [41:06:37<7:53:58,  3.79s/it]
 84%|████████▍ | 38796/46302 [41:06:41<7:54:01,  3.79s/it]
 84%|████████▍ | 38797/46302 [41:06:45<7:53:51,  3.79s/it]
 84%|████████▍ | 38798/46302 [41:06:49<7:53:34,  3.79s/it]
 84%|████████▍ | 38799/46302 [41:06:52<7:53:16,  3.78s/it]
 84%|████████▍ | 38800/46302 [41:06:56<7:53:31,  3.79s/it]
 84%|████████▍ | 38801/46302 [41:07:00<7:53:18,  3.79s/it]
 84%|████████▍ | 38802/46302 [41:07:04<7:53:18,  3.79s/it]
 84%|████████▍ | 38803/46302 [41:07:08<7:53:11,  3.79s/it]
 84%|████████▍ | 38804/46302 [41:07:11<7:53:06,  3.79s/it]
 84%|████████▍ | 38805/46302 [41:07:15<7:52:41,  3.78s/it]
 84%|████████▍ | 38806/46302 [41:07:19<7:52:49,  3.78s/it]
 84%|████████▍ | 38807/46302 [41:07:23<7:53:02,  3.79s/it]
 84%|████████▍ | 38808/46302 [41:07:26<7:53:12,  3.79s/it]
 84%|████████▍ | 38809/46302 [41:07:30<7:53:14,  3.79s/it]
 84%|████████▍ | 38810/46302 [41:07:34<7:53:25,  3.79s/it]
 84%|████████▍ | 38811/46302 [41:07:38<7:53:27,  3.79s/it]
 84%|████████▍ | 38812/46302 [41:07:42<7:53:00,  3.79s/it]
 84%|████████▍ | 38813/46302 [41:07:45<7:53:03,  3.79s/it]
 84%|████████▍ | 38814/46302 [41:07:49<7:52:47,  3.79s/it]
 84%|████████▍ | 38815/46302 [41:07:53<7:52:46,  3.79s/it]
 84%|████████▍ | 38816/46302 [41:07:57<7:52:46,  3.79s/it]
 84%|████████▍ | 38817/46302 [41:08:01<7:52:51,  3.79s/it]
 84%|████████▍ | 38818/46302 [41:08:04<7:52:32,  3.79s/it]
 84%|████████▍ | 38819/46302 [41:08:08<7:52:24,  3.79s/it]
 84%|████████▍ | 38820/46302 [41:08:12<7:52:33,  3.79s/it]
 84%|████████▍ | 38821/46302 [41:08:16<7:52:18,  3.79s/it]
 84%|████████▍ | 38822/46302 [41:08:20<7:52:02,  3.79s/it]
 84%|████████▍ | 38823/46302 [41:08:23<7:52:20,  3.79s/it]
 84%|████████▍ | 38824/46302 [41:08:27<7:52:06,  3.79s/it]
 84%|████████▍ | 38825/46302 [41:08:31<7:52:18,  3.79s/it]
 84%|████████▍ | 38826/46302 [41:08:35<7:52:11,  3.79s/it]
 84%|████████▍ | 38827/46302 [41:08:38<7:52:00,  3.79s/it]
 84%|████████▍ | 38828/46302 [41:08:42<7:51:54,  3.79s/it]
 84%|████████▍ | 38829/46302 [41:08:46<7:51:33,  3.79s/it]
 84%|████████▍ | 38830/46302 [41:08:50<7:51:36,  3.79s/it]
 84%|████████▍ | 38831/46302 [41:08:54<7:51:24,  3.79s/it]
 84%|████████▍ | 38832/46302 [41:08:57<7:51:19,  3.79s/it]
 84%|████████▍ | 38833/46302 [41:09:01<7:51:20,  3.79s/it]
 84%|████████▍ | 38834/46302 [41:09:05<7:51:06,  3.78s/it]
 84%|████████▍ | 38835/46302 [41:09:09<7:50:42,  3.78s/it]
 84%|████████▍ | 38836/46302 [41:09:13<7:50:43,  3.78s/it]
 84%|████████▍ | 38837/46302 [41:09:16<7:51:07,  3.79s/it]
 84%|████████▍ | 38838/46302 [41:09:20<7:51:13,  3.79s/it]
 84%|████████▍ | 38839/46302 [41:09:24<7:51:21,  3.79s/it]
 84%|████████▍ | 38840/46302 [41:09:28<7:50:58,  3.79s/it]
 84%|████████▍ | 38841/46302 [41:09:31<7:50:38,  3.78s/it]
 84%|████████▍ | 38842/46302 [41:09:35<7:50:44,  3.79s/it]
 84%|████████▍ | 38843/46302 [41:09:39<7:51:02,  3.79s/it]
 84%|████████▍ | 38844/46302 [41:09:43<7:51:16,  3.79s/it]
 84%|████████▍ | 38845/46302 [41:09:47<7:51:18,  3.79s/it]
 84%|████████▍ | 38846/46302 [41:09:50<7:51:05,  3.79s/it]
 84%|████████▍ | 38847/46302 [41:09:54<7:50:35,  3.79s/it]
 84%|████████▍ | 38848/46302 [41:09:58<7:50:51,  3.79s/it]
 84%|████████▍ | 38849/46302 [41:10:02<7:50:30,  3.79s/it]
 84%|████████▍ | 38850/46302 [41:10:06<7:50:22,  3.79s/it]
 84%|████████▍ | 38851/46302 [41:10:09<7:50:40,  3.79s/it]
 84%|████████▍ | 38852/46302 [41:10:13<7:50:23,  3.79s/it]
 84%|████████▍ | 38853/46302 [41:10:17<7:50:04,  3.79s/it]
 84%|████████▍ | 38854/46302 [41:10:21<7:49:45,  3.78s/it]
 84%|████████▍ | 38855/46302 [41:10:25<7:49:44,  3.78s/it]
 84%|████████▍ | 38856/46302 [41:10:28<7:49:41,  3.78s/it]
 84%|████████▍ | 38857/46302 [41:10:32<7:50:10,  3.79s/it]
 84%|████████▍ | 38858/46302 [41:10:36<7:49:51,  3.79s/it]
 84%|████████▍ | 38859/46302 [41:10:40<7:49:43,  3.79s/it]
 84%|████████▍ | 38860/46302 [41:10:43<7:49:27,  3.78s/it]
 84%|████████▍ | 38861/46302 [41:10:47<7:49:12,  3.78s/it]
 84%|████████▍ | 38862/46302 [41:10:51<7:49:10,  3.78s/it]
 84%|████████▍ | 38863/46302 [41:10:55<7:48:59,  3.78s/it]
 84%|████████▍ | 38864/46302 [41:10:59<7:49:14,  3.79s/it]
 84%|████████▍ | 38865/46302 [41:11:02<7:48:59,  3.78s/it]
 84%|████████▍ | 38866/46302 [41:11:06<7:49:08,  3.79s/it]
 84%|████████▍ | 38867/46302 [41:11:10<7:49:39,  3.79s/it]
 84%|████████▍ | 38868/46302 [41:11:14<7:49:41,  3.79s/it]
 84%|████████▍ | 38869/46302 [41:11:18<7:49:46,  3.79s/it]
 84%|████████▍ | 38870/46302 [41:11:21<7:49:26,  3.79s/it]
 84%|████████▍ | 38871/46302 [41:11:25<7:48:58,  3.79s/it]
 84%|████████▍ | 38872/46302 [41:11:29<7:48:48,  3.79s/it]
 84%|████████▍ | 38873/46302 [41:11:33<7:48:45,  3.79s/it]
 84%|████████▍ | 38874/46302 [41:11:36<7:48:43,  3.79s/it]
 84%|████████▍ | 38875/46302 [41:11:40<7:48:26,  3.78s/it]
 84%|████████▍ | 38876/46302 [41:11:44<7:48:07,  3.78s/it]
 84%|████████▍ | 38877/46302 [41:11:48<7:48:22,  3.78s/it]
 84%|████████▍ | 38878/46302 [41:11:52<7:48:30,  3.79s/it]
 84%|████████▍ | 38879/46302 [41:11:55<7:48:15,  3.78s/it]
 84%|████████▍ | 38880/46302 [41:11:59<7:48:31,  3.79s/it]
 84%|████████▍ | 38881/46302 [41:12:03<7:48:31,  3.79s/it]
 84%|████████▍ | 38882/46302 [41:12:07<7:48:22,  3.79s/it]
 84%|████████▍ | 38883/46302 [41:12:11<7:48:21,  3.79s/it]
 84%|████████▍ | 38884/46302 [41:12:14<7:48:19,  3.79s/it]
 84%|████████▍ | 38885/46302 [41:12:18<7:48:13,  3.79s/it]
 84%|████████▍ | 38886/46302 [41:12:22<7:48:24,  3.79s/it]
 84%|████████▍ | 38887/46302 [41:12:26<7:48:54,  3.79s/it]
 84%|████████▍ | 38888/46302 [41:12:30<7:49:50,  3.80s/it]
 84%|████████▍ | 38889/46302 [41:12:33<7:50:28,  3.81s/it]
 84%|████████▍ | 38890/46302 [41:12:37<7:51:00,  3.81s/it]
 84%|████████▍ | 38891/46302 [41:12:41<7:51:11,  3.81s/it]
 84%|████████▍ | 38892/46302 [41:12:45<7:51:20,  3.82s/it]
 84%|████████▍ | 38893/46302 [41:12:49<7:51:30,  3.82s/it]
 84%|████████▍ | 38894/46302 [41:12:52<7:51:27,  3.82s/it]
 84%|████████▍ | 38895/46302 [41:12:56<7:51:29,  3.82s/it]
 84%|████████▍ | 38896/46302 [41:13:00<7:51:17,  3.82s/it]
 84%|████████▍ | 38897/46302 [41:13:04<7:51:14,  3.82s/it]
 84%|████████▍ | 38898/46302 [41:13:08<7:51:10,  3.82s/it]
 84%|████████▍ | 38899/46302 [41:13:12<7:51:12,  3.82s/it]
 84%|████████▍ | 38900/46302 [41:13:15<7:51:18,  3.82s/it]
 84%|████████▍ | 38901/46302 [41:13:19<7:51:19,  3.82s/it]
 84%|████████▍ | 38902/46302 [41:13:23<7:51:12,  3.82s/it]
 84%|████████▍ | 38903/46302 [41:13:27<7:51:11,  3.82s/it]
 84%|████████▍ | 38904/46302 [41:13:31<7:51:09,  3.82s/it]
 84%|████████▍ | 38905/46302 [41:13:34<7:50:59,  3.82s/it]
 84%|████████▍ | 38906/46302 [41:13:38<7:50:54,  3.82s/it]
 84%|████████▍ | 38907/46302 [41:13:42<7:50:46,  3.82s/it]
 84%|████████▍ | 38908/46302 [41:13:46<7:50:40,  3.82s/it]
 84%|████████▍ | 38909/46302 [41:13:50<7:50:43,  3.82s/it]
 84%|████████▍ | 38910/46302 [41:13:54<7:50:29,  3.82s/it]
 84%|████████▍ | 38911/46302 [41:13:57<7:50:32,  3.82s/it]
 84%|████████▍ | 38912/46302 [41:14:01<7:50:30,  3.82s/it]
 84%|████████▍ | 38913/46302 [41:14:05<7:50:26,  3.82s/it]
 84%|████████▍ | 38914/46302 [41:14:09<7:49:48,  3.82s/it]
 84%|████████▍ | 38915/46302 [41:14:13<7:49:59,  3.82s/it]
 84%|████████▍ | 38916/46302 [41:14:16<7:49:57,  3.82s/it]
 84%|████████▍ | 38917/46302 [41:14:20<7:49:51,  3.82s/it]
 84%|████████▍ | 38918/46302 [41:14:24<7:49:51,  3.82s/it]
 84%|████████▍ | 38919/46302 [41:14:28<7:49:49,  3.82s/it]
 84%|████████▍ | 38920/46302 [41:14:32<7:49:26,  3.82s/it]
 84%|████████▍ | 38921/46302 [41:14:36<7:49:30,  3.82s/it]
 84%|████████▍ | 38922/46302 [41:14:39<7:49:41,  3.82s/it]
 84%|████████▍ | 38923/46302 [41:14:43<7:49:45,  3.82s/it]
 84%|████████▍ | 38924/46302 [41:14:47<7:49:41,  3.82s/it]
 84%|████████▍ | 38925/46302 [41:14:51<7:49:27,  3.82s/it]
 84%|████████▍ | 38926/46302 [41:14:55<7:49:22,  3.82s/it]
 84%|████████▍ | 38927/46302 [41:14:58<7:49:15,  3.82s/it]
 84%|████████▍ | 38928/46302 [41:15:02<7:49:15,  3.82s/it]
 84%|████████▍ | 38929/46302 [41:15:06<7:49:14,  3.82s/it]
 84%|████████▍ | 38930/46302 [41:15:10<7:49:13,  3.82s/it]
 84%|████████▍ | 38931/46302 [41:15:14<7:49:13,  3.82s/it]
 84%|████████▍ | 38932/46302 [41:15:18<7:48:59,  3.82s/it]
 84%|████████▍ | 38933/46302 [41:15:21<7:48:53,  3.82s/it]
 84%|████████▍ | 38934/46302 [41:15:25<7:48:51,  3.82s/it]
 84%|████████▍ | 38935/46302 [41:15:29<7:48:56,  3.82s/it]
 84%|████████▍ | 38936/46302 [41:15:33<7:48:55,  3.82s/it]
 84%|████████▍ | 38937/46302 [41:15:37<7:48:47,  3.82s/it]
 84%|████████▍ | 38938/46302 [41:15:40<7:48:45,  3.82s/it]
 84%|████████▍ | 38939/46302 [41:15:44<7:48:52,  3.82s/it]
 84%|████████▍ | 38940/46302 [41:15:48<7:48:50,  3.82s/it]
 84%|████████▍ | 38941/46302 [41:15:52<7:48:48,  3.82s/it]
 84%|████████▍ | 38942/46302 [41:15:56<7:48:34,  3.82s/it]
 84%|████████▍ | 38943/46302 [41:16:00<7:48:30,  3.82s/it]
 84%|████████▍ | 38944/46302 [41:16:03<7:48:25,  3.82s/it]
 84%|████████▍ | 38945/46302 [41:16:07<7:48:27,  3.82s/it]
 84%|████████▍ | 38946/46302 [41:16:11<7:48:27,  3.82s/it]
 84%|████████▍ | 38947/46302 [41:16:15<7:48:23,  3.82s/it]
 84%|████████▍ | 38948/46302 [41:16:19<7:48:23,  3.82s/it]
 84%|████████▍ | 38949/46302 [41:16:23<7:48:02,  3.82s/it]
 84%|████████▍ | 38950/46302 [41:16:26<7:47:44,  3.82s/it]
 84%|████████▍ | 38951/46302 [41:16:30<7:47:54,  3.82s/it]
 84%|████████▍ | 38952/46302 [41:16:34<7:47:53,  3.82s/it]
 84%|████████▍ | 38953/46302 [41:16:38<7:47:42,  3.82s/it]
 84%|████████▍ | 38954/46302 [41:16:42<7:47:48,  3.82s/it]
 84%|████████▍ | 38955/46302 [41:16:45<7:47:47,  3.82s/it]
 84%|████████▍ | 38956/46302 [41:16:49<7:47:43,  3.82s/it]
 84%|████████▍ | 38957/46302 [41:16:53<7:47:30,  3.82s/it]
 84%|████████▍ | 38958/46302 [41:16:57<7:47:27,  3.82s/it]
 84%|████████▍ | 38959/46302 [41:17:01<7:47:27,  3.82s/it]
 84%|████████▍ | 38960/46302 [41:17:05<7:47:27,  3.82s/it]
 84%|████████▍ | 38961/46302 [41:17:08<7:47:19,  3.82s/it]
 84%|████████▍ | 38962/46302 [41:17:12<7:47:14,  3.82s/it]
 84%|████████▍ | 38963/46302 [41:17:16<7:47:09,  3.82s/it]
 84%|████████▍ | 38964/46302 [41:17:20<7:47:05,  3.82s/it]
 84%|████████▍ | 38965/46302 [41:17:24<7:47:00,  3.82s/it]
 84%|████████▍ | 38966/46302 [41:17:27<7:47:03,  3.82s/it]
 84%|████████▍ | 38967/46302 [41:17:31<7:47:02,  3.82s/it]
 84%|████████▍ | 38968/46302 [41:17:35<7:46:59,  3.82s/it]
 84%|████████▍ | 38969/46302 [41:17:39<7:46:47,  3.82s/it]
 84%|████████▍ | 38970/46302 [41:17:43<7:46:29,  3.82s/it]
 84%|████████▍ | 38971/46302 [41:17:47<7:46:24,  3.82s/it]
 84%|████████▍ | 38972/46302 [41:17:50<7:46:22,  3.82s/it]
 84%|████████▍ | 38973/46302 [41:17:54<7:46:22,  3.82s/it]
 84%|████████▍ | 38974/46302 [41:17:58<7:46:03,  3.82s/it]
 84%|████████▍ | 38975/46302 [41:18:02<7:46:09,  3.82s/it]
 84%|████████▍ | 38976/46302 [41:18:06<7:45:53,  3.82s/it]
 84%|████████▍ | 38977/46302 [41:18:09<7:45:50,  3.82s/it]
 84%|████████▍ | 38978/46302 [41:18:13<7:45:58,  3.82s/it]
 84%|████████▍ | 38979/46302 [41:18:17<7:45:51,  3.82s/it]
 84%|████████▍ | 38980/46302 [41:18:21<7:45:42,  3.82s/it]
 84%|████████▍ | 38981/46302 [41:18:25<7:45:39,  3.82s/it]
 84%|████████▍ | 38982/46302 [41:18:29<7:45:36,  3.82s/it]
 84%|████████▍ | 38983/46302 [41:18:32<7:45:45,  3.82s/it]
 84%|████████▍ | 38984/46302 [41:18:36<7:45:47,  3.82s/it]
 84%|████████▍ | 38985/46302 [41:18:40<7:45:46,  3.82s/it]
 84%|████████▍ | 38986/46302 [41:18:44<7:45:43,  3.82s/it]
 84%|████████▍ | 38987/46302 [41:18:48<7:45:40,  3.82s/it]
 84%|████████▍ | 38988/46302 [41:18:51<7:45:40,  3.82s/it]
 84%|████████▍ | 38989/46302 [41:18:55<7:45:43,  3.82s/it]
 84%|████████▍ | 38990/46302 [41:18:59<7:45:32,  3.82s/it]
 84%|████████▍ | 38991/46302 [41:19:03<7:45:19,  3.82s/it]
 84%|████████▍ | 38992/46302 [41:19:07<7:45:13,  3.82s/it]
 84%|████████▍ | 38993/46302 [41:19:11<7:45:15,  3.82s/it]
 84%|████████▍ | 38994/46302 [41:19:14<7:45:15,  3.82s/it]
 84%|████████▍ | 38995/46302 [41:19:18<7:45:05,  3.82s/it]
 84%|████████▍ | 38996/46302 [41:19:22<7:45:01,  3.82s/it]
 84%|████████▍ | 38997/46302 [41:19:26<7:45:00,  3.82s/it]
 84%|████████▍ | 38998/46302 [41:19:30<7:44:57,  3.82s/it]
 84%|████████▍ | 38999/46302 [41:19:33<7:44:54,  3.82s/it]
 84%|████████▍ | 39000/46302 [41:19:37<7:44:53,  3.82s/it]
                                                          
{'loss': 3.0973, 'learning_rate': 0.0008059246832369432, 'epoch': 0.84}

 84%|████████▍ | 39000/46302 [41:19:37<7:44:53,  3.82s/it]
 84%|████████▍ | 39001/46302 [41:19:41<7:45:04,  3.82s/it]
 84%|████████▍ | 39002/46302 [41:19:45<7:44:55,  3.82s/it]
 84%|████████▍ | 39003/46302 [41:19:49<7:44:46,  3.82s/it]
 84%|████████▍ | 39004/46302 [41:19:53<7:44:48,  3.82s/it]
 84%|████████▍ | 39005/46302 [41:19:56<7:44:39,  3.82s/it]
 84%|████████▍ | 39006/46302 [41:20:00<7:44:32,  3.82s/it]
 84%|████████▍ | 39007/46302 [41:20:04<7:44:33,  3.82s/it]
 84%|████████▍ | 39008/46302 [41:20:08<7:44:27,  3.82s/it]
 84%|████████▍ | 39009/46302 [41:20:12<7:44:22,  3.82s/it]
 84%|████████▍ | 39010/46302 [41:20:15<7:44:01,  3.82s/it]
 84%|████████▍ | 39011/46302 [41:20:19<7:43:48,  3.82s/it]
 84%|████████▍ | 39012/46302 [41:20:23<7:43:45,  3.82s/it]
 84%|████████▍ | 39013/46302 [41:20:27<7:43:34,  3.82s/it]
 84%|████████▍ | 39014/46302 [41:20:31<7:43:37,  3.82s/it]
 84%|████████▍ | 39015/46302 [41:20:35<7:43:29,  3.82s/it]
 84%|████████▍ | 39016/46302 [41:20:38<7:43:22,  3.82s/it]
 84%|████████▍ | 39017/46302 [41:20:42<7:43:12,  3.82s/it]
 84%|████████▍ | 39018/46302 [41:20:46<7:43:06,  3.81s/it]
 84%|████████▍ | 39019/46302 [41:20:50<7:43:08,  3.82s/it]
 84%|████████▍ | 39020/46302 [41:20:54<7:43:03,  3.82s/it]
 84%|████████▍ | 39021/46302 [41:20:57<7:42:55,  3.81s/it]
 84%|████████▍ | 39022/46302 [41:21:01<7:42:54,  3.82s/it]
 84%|████████▍ | 39023/46302 [41:21:05<7:42:56,  3.82s/it]
 84%|████████▍ | 39024/46302 [41:21:09<7:42:54,  3.82s/it]
 84%|████████▍ | 39025/46302 [41:21:13<7:42:49,  3.82s/it]
 84%|████████▍ | 39026/46302 [41:21:17<7:42:53,  3.82s/it]
 84%|████████▍ | 39027/46302 [41:21:20<7:42:40,  3.82s/it]
 84%|████████▍ | 39028/46302 [41:21:24<7:42:43,  3.82s/it]
 84%|████████▍ | 39029/46302 [41:21:28<7:42:39,  3.82s/it]
 84%|████████▍ | 39030/46302 [41:21:32<7:42:38,  3.82s/it]
 84%|████████▍ | 39031/46302 [41:21:36<7:42:34,  3.82s/it]
 84%|████████▍ | 39032/46302 [41:21:39<7:42:25,  3.82s/it]
 84%|████████▍ | 39033/46302 [41:21:43<7:42:22,  3.82s/it]
 84%|████████▍ | 39034/46302 [41:21:47<7:42:21,  3.82s/it]
 84%|████████▍ | 39035/46302 [41:21:51<7:42:18,  3.82s/it]
 84%|████████▍ | 39036/46302 [41:21:55<7:42:13,  3.82s/it]
 84%|████████▍ | 39037/46302 [41:21:59<7:42:08,  3.82s/it]
 84%|████████▍ | 39038/46302 [41:22:02<7:41:57,  3.82s/it]
 84%|████████▍ | 39039/46302 [41:22:06<7:41:48,  3.81s/it]
 84%|████████▍ | 39040/46302 [41:22:10<7:41:44,  3.81s/it]
 84%|████████▍ | 39041/46302 [41:22:14<7:41:30,  3.81s/it]
 84%|████████▍ | 39042/46302 [41:22:18<7:41:32,  3.81s/it]
 84%|████████▍ | 39043/46302 [41:22:21<7:41:31,  3.81s/it]
 84%|████████▍ | 39044/46302 [41:22:25<7:41:28,  3.81s/it]
 84%|████████▍ | 39045/46302 [41:22:29<7:41:22,  3.81s/it]
 84%|████████▍ | 39046/46302 [41:22:33<7:41:26,  3.82s/it]
 84%|████████▍ | 39047/46302 [41:22:37<7:41:20,  3.82s/it]
 84%|████████▍ | 39048/46302 [41:22:40<7:41:14,  3.82s/it]
 84%|████████▍ | 39049/46302 [41:22:44<7:41:02,  3.81s/it]
 84%|████████▍ | 39050/46302 [41:22:48<7:41:01,  3.81s/it]
 84%|████████▍ | 39051/46302 [41:22:52<7:40:56,  3.81s/it]
 84%|████████▍ | 39052/46302 [41:22:56<7:41:06,  3.82s/it]
 84%|████████▍ | 39053/46302 [41:23:00<7:40:59,  3.82s/it]
 84%|████████▍ | 39054/46302 [41:23:03<7:41:04,  3.82s/it]
 84%|████████▍ | 39055/46302 [41:23:07<7:41:04,  3.82s/it]
 84%|████████▍ | 39056/46302 [41:23:11<7:41:01,  3.82s/it]
 84%|████████▍ | 39057/46302 [41:23:15<7:40:58,  3.82s/it]
 84%|████████▍ | 39058/46302 [41:23:19<7:40:54,  3.82s/it]
 84%|████████▍ | 39059/46302 [41:23:22<7:40:38,  3.82s/it]
 84%|████████▍ | 39060/46302 [41:23:26<7:40:31,  3.82s/it]
 84%|████████▍ | 39061/46302 [41:23:30<7:40:25,  3.82s/it]
 84%|████████▍ | 39062/46302 [41:23:34<7:40:25,  3.82s/it]
 84%|████████▍ | 39063/46302 [41:23:38<7:40:22,  3.82s/it]
 84%|████████▍ | 39064/46302 [41:23:42<7:40:28,  3.82s/it]
 84%|████████▍ | 39065/46302 [41:23:45<7:40:26,  3.82s/it]
 84%|████████▍ | 39066/46302 [41:23:49<7:40:18,  3.82s/it]
 84%|████████▍ | 39067/46302 [41:23:53<7:40:15,  3.82s/it]
 84%|████████▍ | 39068/46302 [41:23:57<7:40:07,  3.82s/it]
 84%|████████▍ | 39069/46302 [41:24:01<7:39:59,  3.82s/it]
 84%|████████▍ | 39070/46302 [41:24:04<7:39:58,  3.82s/it]
 84%|████████▍ | 39071/46302 [41:24:08<7:39:47,  3.82s/it]
 84%|████████▍ | 39072/46302 [41:24:12<7:39:38,  3.81s/it]
 84%|████████▍ | 39073/46302 [41:24:16<7:39:43,  3.82s/it]
 84%|████████▍ | 39074/46302 [41:24:20<7:39:36,  3.82s/it]
 84%|████████▍ | 39075/46302 [41:24:24<7:39:34,  3.82s/it]
 84%|████████▍ | 39076/46302 [41:24:27<7:39:24,  3.81s/it]
 84%|████████▍ | 39077/46302 [41:24:31<7:39:23,  3.81s/it]
 84%|████████▍ | 39078/46302 [41:24:35<7:39:20,  3.82s/it]
 84%|████████▍ | 39079/46302 [41:24:39<7:39:16,  3.82s/it]
 84%|████████▍ | 39080/46302 [41:24:43<7:39:04,  3.81s/it]
 84%|████████▍ | 39081/46302 [41:24:46<7:38:59,  3.81s/it]
 84%|████████▍ | 39082/46302 [41:24:50<7:38:53,  3.81s/it]
 84%|████████▍ | 39083/46302 [41:24:54<7:39:05,  3.82s/it]
 84%|████████▍ | 39084/46302 [41:24:58<7:39:02,  3.82s/it]
 84%|████████▍ | 39085/46302 [41:25:02<7:38:47,  3.81s/it]
 84%|████████▍ | 39086/46302 [41:25:05<7:38:45,  3.81s/it]
 84%|████████▍ | 39087/46302 [41:25:09<7:38:40,  3.81s/it]
 84%|████████▍ | 39088/46302 [41:25:13<7:38:46,  3.82s/it]
 84%|████████▍ | 39089/46302 [41:25:17<7:38:38,  3.82s/it]
 84%|████████▍ | 39090/46302 [41:25:21<7:38:30,  3.81s/it]
 84%|████████▍ | 39091/46302 [41:25:25<7:38:30,  3.82s/it]
 84%|████████▍ | 39092/46302 [41:25:28<7:38:33,  3.82s/it]
 84%|████████▍ | 39093/46302 [41:25:32<7:38:31,  3.82s/it]
 84%|████████▍ | 39094/46302 [41:25:36<7:38:29,  3.82s/it]
 84%|████████▍ | 39095/46302 [41:25:40<7:38:16,  3.82s/it]
 84%|████████▍ | 39096/46302 [41:25:44<7:38:12,  3.82s/it]
 84%|████████▍ | 39097/46302 [41:25:47<7:38:12,  3.82s/it]
 84%|████████▍ | 39098/46302 [41:25:51<7:37:56,  3.81s/it]
 84%|████████▍ | 39099/46302 [41:25:55<7:37:59,  3.82s/it]
 84%|████████▍ | 39100/46302 [41:25:59<7:38:02,  3.82s/it]
 84%|████████▍ | 39101/46302 [41:26:03<7:37:55,  3.82s/it]
 84%|████████▍ | 39102/46302 [41:26:07<7:38:02,  3.82s/it]
 84%|████████▍ | 39103/46302 [41:26:10<7:38:01,  3.82s/it]
 84%|████████▍ | 39104/46302 [41:26:14<7:37:54,  3.82s/it]
 84%|████████▍ | 39105/46302 [41:26:18<7:37:44,  3.82s/it]
 84%|████████▍ | 39106/46302 [41:26:22<7:37:41,  3.82s/it]
 84%|████████▍ | 39107/46302 [41:26:26<7:37:41,  3.82s/it]
 84%|████████▍ | 39108/46302 [41:26:29<7:37:39,  3.82s/it]
 84%|████████▍ | 39109/46302 [41:26:33<7:37:36,  3.82s/it]
 84%|████████▍ | 39110/46302 [41:26:37<7:37:37,  3.82s/it]
 84%|████████▍ | 39111/46302 [41:26:41<7:37:31,  3.82s/it]
 84%|████████▍ | 39112/46302 [41:26:45<7:37:29,  3.82s/it]
 84%|████████▍ | 39113/46302 [41:26:49<7:37:29,  3.82s/it]
 84%|████████▍ | 39114/46302 [41:26:52<7:37:29,  3.82s/it]
 84%|████████▍ | 39115/46302 [41:26:56<7:37:21,  3.82s/it]
 84%|████████▍ | 39116/46302 [41:27:00<7:37:15,  3.82s/it]
 84%|████████▍ | 39117/46302 [41:27:04<7:37:25,  3.82s/it]
 84%|████████▍ | 39118/46302 [41:27:08<7:37:20,  3.82s/it]
 84%|████████▍ | 39119/46302 [41:27:11<7:37:12,  3.82s/it]
 84%|████████▍ | 39120/46302 [41:27:15<7:37:00,  3.82s/it]
 84%|████████▍ | 39121/46302 [41:27:19<7:36:57,  3.82s/it]
 84%|████████▍ | 39122/46302 [41:27:23<7:36:58,  3.82s/it]
 84%|████████▍ | 39123/46302 [41:27:27<7:36:59,  3.82s/it]
 84%|████████▍ | 39124/46302 [41:27:31<7:37:00,  3.82s/it]
 84%|████████▍ | 39125/46302 [41:27:34<7:36:57,  3.82s/it]
 85%|████████▍ | 39126/46302 [41:27:38<7:36:53,  3.82s/it]
 85%|████████▍ | 39127/46302 [41:27:42<7:36:42,  3.82s/it]
 85%|████████▍ | 39128/46302 [41:27:46<7:36:34,  3.82s/it]
 85%|████████▍ | 39129/46302 [41:27:50<7:36:39,  3.82s/it]
 85%|████████▍ | 39130/46302 [41:27:53<7:36:36,  3.82s/it]
 85%|████████▍ | 39131/46302 [41:27:57<7:36:31,  3.82s/it]
 85%|████████▍ | 39132/46302 [41:28:01<7:36:19,  3.82s/it]
 85%|████████▍ | 39133/46302 [41:28:05<7:36:19,  3.82s/it]
 85%|████████▍ | 39134/46302 [41:28:09<7:36:17,  3.82s/it]
 85%|████████▍ | 39135/46302 [41:28:13<7:36:20,  3.82s/it]
 85%|████████▍ | 39136/46302 [41:28:16<7:36:28,  3.82s/it]
 85%|████████▍ | 39137/46302 [41:28:20<7:36:19,  3.82s/it]
 85%|████████▍ | 39138/46302 [41:28:24<7:36:12,  3.82s/it]
 85%|████████▍ | 39139/46302 [41:28:28<7:35:58,  3.82s/it]
 85%|████████▍ | 39140/46302 [41:28:32<7:35:50,  3.82s/it]
 85%|████████▍ | 39141/46302 [41:28:35<7:35:57,  3.82s/it]
 85%|████████▍ | 39142/46302 [41:28:39<7:35:56,  3.82s/it]
 85%|████████▍ | 39143/46302 [41:28:43<7:35:49,  3.82s/it]
 85%|████████▍ | 39144/46302 [41:28:47<7:35:43,  3.82s/it]
 85%|████████▍ | 39145/46302 [41:28:51<7:35:47,  3.82s/it]
 85%|████████▍ | 39146/46302 [41:28:55<7:35:49,  3.82s/it]
 85%|████████▍ | 39147/46302 [41:28:58<7:35:44,  3.82s/it]
 85%|████████▍ | 39148/46302 [41:29:02<7:35:38,  3.82s/it]
 85%|████████▍ | 39149/46302 [41:29:06<7:35:35,  3.82s/it]
 85%|████████▍ | 39150/46302 [41:29:10<7:35:14,  3.82s/it]
 85%|████████▍ | 39151/46302 [41:29:14<7:35:12,  3.82s/it]
 85%|████████▍ | 39152/46302 [41:29:17<7:35:04,  3.82s/it]
 85%|████████▍ | 39153/46302 [41:29:21<7:35:06,  3.82s/it]
 85%|████████▍ | 39154/46302 [41:29:25<7:34:49,  3.82s/it]
 85%|████████▍ | 39155/46302 [41:29:29<7:34:37,  3.82s/it]
 85%|████████▍ | 39156/46302 [41:29:33<7:34:45,  3.82s/it]
 85%|████████▍ | 39157/46302 [41:29:37<7:34:50,  3.82s/it]
 85%|████████▍ | 39158/46302 [41:29:40<7:34:43,  3.82s/it]
 85%|████████▍ | 39159/46302 [41:29:44<7:34:35,  3.82s/it]
 85%|████████▍ | 39160/46302 [41:29:48<7:34:31,  3.82s/it]
 85%|████████▍ | 39161/46302 [41:29:52<7:34:22,  3.82s/it]
 85%|████████▍ | 39162/46302 [41:29:56<7:34:17,  3.82s/it]
 85%|████████▍ | 39163/46302 [41:29:59<7:34:21,  3.82s/it]
 85%|████████▍ | 39164/46302 [41:30:03<7:34:24,  3.82s/it]
 85%|████████▍ | 39165/46302 [41:30:07<7:34:28,  3.82s/it]
 85%|████████▍ | 39166/46302 [41:30:11<7:34:18,  3.82s/it]
 85%|████████▍ | 39167/46302 [41:30:15<7:34:07,  3.82s/it]
 85%|████████▍ | 39168/46302 [41:30:19<7:34:02,  3.82s/it]
 85%|████████▍ | 39169/46302 [41:30:22<7:33:58,  3.82s/it]
 85%|████████▍ | 39170/46302 [41:30:26<7:33:52,  3.82s/it]
 85%|████████▍ | 39171/46302 [41:30:30<7:33:55,  3.82s/it]
 85%|████████▍ | 39172/46302 [41:30:34<7:34:01,  3.82s/it]
 85%|████████▍ | 39173/46302 [41:30:38<7:33:50,  3.82s/it]
 85%|████████▍ | 39174/46302 [41:30:42<7:33:53,  3.82s/it]
 85%|████████▍ | 39175/46302 [41:30:45<7:33:48,  3.82s/it]
 85%|████████▍ | 39176/46302 [41:30:49<7:33:45,  3.82s/it]
 85%|████████▍ | 39177/46302 [41:30:53<7:33:46,  3.82s/it]
 85%|████████▍ | 39178/46302 [41:30:57<7:33:43,  3.82s/it]
 85%|████████▍ | 39179/46302 [41:31:01<7:33:44,  3.82s/it]
 85%|████████▍ | 39180/46302 [41:31:04<7:33:38,  3.82s/it]
 85%|████████▍ | 39181/46302 [41:31:08<7:33:30,  3.82s/it]
 85%|████████▍ | 39182/46302 [41:31:12<7:33:28,  3.82s/it]
 85%|████████▍ | 39183/46302 [41:31:16<7:33:21,  3.82s/it]
 85%|████████▍ | 39184/46302 [41:31:20<7:33:06,  3.82s/it]
 85%|████████▍ | 39185/46302 [41:31:24<7:32:54,  3.82s/it]
 85%|████████▍ | 39186/46302 [41:31:27<7:32:57,  3.82s/it]
 85%|████████▍ | 39187/46302 [41:31:31<7:32:51,  3.82s/it]
 85%|████████▍ | 39188/46302 [41:31:35<7:32:44,  3.82s/it]
 85%|████████▍ | 39189/46302 [41:31:39<7:32:45,  3.82s/it]
 85%|████████▍ | 39190/46302 [41:31:43<7:32:43,  3.82s/it]
 85%|████████▍ | 39191/46302 [41:31:46<7:32:37,  3.82s/it]
 85%|████████▍ | 39192/46302 [41:31:50<7:32:42,  3.82s/it]
 85%|████████▍ | 39193/46302 [41:31:54<7:32:29,  3.82s/it]
 85%|████████▍ | 39194/46302 [41:31:58<7:32:29,  3.82s/it]
 85%|████████▍ | 39195/46302 [41:32:02<7:32:31,  3.82s/it]
 85%|████████▍ | 39196/46302 [41:32:06<7:32:31,  3.82s/it]
 85%|████████▍ | 39197/46302 [41:32:09<7:32:27,  3.82s/it]
 85%|████████▍ | 39198/46302 [41:32:13<7:32:27,  3.82s/it]
 85%|████████▍ | 39199/46302 [41:32:17<7:32:24,  3.82s/it]
 85%|████████▍ | 39200/46302 [41:32:21<7:32:19,  3.82s/it]
 85%|████████▍ | 39201/46302 [41:32:25<7:32:07,  3.82s/it]
 85%|████████▍ | 39202/46302 [41:32:28<7:32:01,  3.82s/it]
 85%|████████▍ | 39203/46302 [41:32:32<7:31:54,  3.82s/it]
 85%|████████▍ | 39204/46302 [41:32:36<7:31:54,  3.82s/it]
 85%|████████▍ | 39205/46302 [41:32:40<7:31:53,  3.82s/it]
 85%|████████▍ | 39206/46302 [41:32:44<7:31:42,  3.82s/it]
 85%|████████▍ | 39207/46302 [41:32:48<7:31:37,  3.82s/it]
 85%|████████▍ | 39208/46302 [41:32:51<7:31:34,  3.82s/it]
 85%|████████▍ | 39209/46302 [41:32:55<7:31:32,  3.82s/it]
 85%|████████▍ | 39210/46302 [41:32:59<7:31:36,  3.82s/it]
 85%|████████▍ | 39211/46302 [41:33:03<7:31:33,  3.82s/it]
 85%|████████▍ | 39212/46302 [41:33:07<7:31:32,  3.82s/it]
 85%|████████▍ | 39213/46302 [41:33:11<7:31:20,  3.82s/it]
 85%|████████▍ | 39214/46302 [41:33:14<7:31:11,  3.82s/it]
 85%|████████▍ | 39215/46302 [41:33:18<7:31:07,  3.82s/it]
 85%|████████▍ | 39216/46302 [41:33:22<7:31:07,  3.82s/it]
 85%|████████▍ | 39217/46302 [41:33:26<7:31:00,  3.82s/it]
 85%|████████▍ | 39218/46302 [41:33:30<7:30:56,  3.82s/it]
 85%|████████▍ | 39219/46302 [41:33:33<7:30:56,  3.82s/it]
 85%|████████▍ | 39220/46302 [41:33:37<7:30:50,  3.82s/it]
 85%|████████▍ | 39221/46302 [41:33:41<7:30:52,  3.82s/it]
 85%|████████▍ | 39222/46302 [41:33:45<7:30:40,  3.82s/it]
 85%|████████▍ | 39223/46302 [41:33:49<7:30:35,  3.82s/it]
 85%|████████▍ | 39224/46302 [41:33:53<7:30:31,  3.82s/it]
 85%|████████▍ | 39225/46302 [41:33:56<7:30:19,  3.82s/it]
 85%|████████▍ | 39226/46302 [41:34:00<7:30:27,  3.82s/it]
 85%|████████▍ | 39227/46302 [41:34:04<7:30:12,  3.82s/it]
 85%|████████▍ | 39228/46302 [41:34:08<7:30:17,  3.82s/it]
 85%|████████▍ | 39229/46302 [41:34:12<7:30:07,  3.82s/it]
 85%|████████▍ | 39230/46302 [41:34:15<7:30:02,  3.82s/it]
 85%|████████▍ | 39231/46302 [41:34:19<7:29:52,  3.82s/it]
 85%|████████▍ | 39232/46302 [41:34:23<7:29:48,  3.82s/it]
 85%|████████▍ | 39233/46302 [41:34:27<7:29:25,  3.81s/it]
 85%|████████▍ | 39234/46302 [41:34:31<7:29:29,  3.82s/it]
 85%|████████▍ | 39235/46302 [41:34:34<7:29:22,  3.82s/it]
 85%|████████▍ | 39236/46302 [41:34:38<7:29:26,  3.82s/it]
 85%|████████▍ | 39237/46302 [41:34:42<7:29:26,  3.82s/it]
 85%|████████▍ | 39238/46302 [41:34:46<7:29:35,  3.82s/it]
 85%|████████▍ | 39239/46302 [41:34:50<7:29:30,  3.82s/it]
 85%|████████▍ | 39240/46302 [41:34:54<7:29:28,  3.82s/it]
 85%|████████▍ | 39241/46302 [41:34:57<7:29:32,  3.82s/it]
 85%|████████▍ | 39242/46302 [41:35:01<7:29:28,  3.82s/it]
 85%|████████▍ | 39243/46302 [41:35:05<7:29:07,  3.82s/it]
 85%|████████▍ | 39244/46302 [41:35:09<7:28:53,  3.82s/it]
 85%|████████▍ | 39245/46302 [41:35:13<7:28:50,  3.82s/it]
 85%|████████▍ | 39246/46302 [41:35:16<7:28:50,  3.82s/it]
 85%|████████▍ | 39247/46302 [41:35:20<7:28:56,  3.82s/it]
 85%|████████▍ | 39248/46302 [41:35:24<7:28:57,  3.82s/it]
 85%|████████▍ | 39249/46302 [41:35:28<7:28:49,  3.82s/it]
 85%|████████▍ | 39250/46302 [41:35:32<7:28:48,  3.82s/it]
 85%|████████▍ | 39251/46302 [41:35:36<7:28:44,  3.82s/it]
 85%|████████▍ | 39252/46302 [41:35:39<7:28:35,  3.82s/it]
 85%|████████▍ | 39253/46302 [41:35:43<7:28:32,  3.82s/it]
 85%|████████▍ | 39254/46302 [41:35:47<7:28:36,  3.82s/it]
 85%|████████▍ | 39255/46302 [41:35:51<7:28:28,  3.82s/it]
 85%|████████▍ | 39256/46302 [41:35:55<7:28:30,  3.82s/it]
 85%|████████▍ | 39257/46302 [41:35:59<7:28:26,  3.82s/it]
 85%|████████▍ | 39258/46302 [41:36:02<7:28:32,  3.82s/it]
 85%|████████▍ | 39259/46302 [41:36:06<7:28:30,  3.82s/it]
 85%|████████▍ | 39260/46302 [41:36:10<7:28:33,  3.82s/it]
 85%|████████▍ | 39261/46302 [41:36:14<7:28:25,  3.82s/it]
 85%|████████▍ | 39262/46302 [41:36:18<7:28:28,  3.82s/it]
 85%|████████▍ | 39263/46302 [41:36:21<7:28:20,  3.82s/it]
 85%|████████▍ | 39264/46302 [41:36:25<7:28:21,  3.82s/it]
 85%|████████▍ | 39265/46302 [41:36:29<7:28:14,  3.82s/it]
 85%|████████▍ | 39266/46302 [41:36:33<7:28:07,  3.82s/it]
 85%|████████▍ | 39267/46302 [41:36:37<7:28:03,  3.82s/it]
 85%|████████▍ | 39268/46302 [41:36:41<7:28:01,  3.82s/it]
 85%|████████▍ | 39269/46302 [41:36:44<7:27:52,  3.82s/it]
 85%|████████▍ | 39270/46302 [41:36:48<7:27:44,  3.82s/it]
 85%|████████▍ | 39271/46302 [41:36:52<7:27:41,  3.82s/it]
 85%|████████▍ | 39272/46302 [41:36:56<7:27:34,  3.82s/it]
 85%|████████▍ | 39273/46302 [41:37:00<7:27:23,  3.82s/it]
 85%|████████▍ | 39274/46302 [41:37:03<7:27:22,  3.82s/it]
 85%|████████▍ | 39275/46302 [41:37:07<7:27:16,  3.82s/it]
 85%|████████▍ | 39276/46302 [41:37:11<7:27:19,  3.82s/it]
 85%|████████▍ | 39277/46302 [41:37:15<7:27:10,  3.82s/it]
 85%|████████▍ | 39278/46302 [41:37:19<7:27:06,  3.82s/it]
 85%|████████▍ | 39279/46302 [41:37:23<7:27:03,  3.82s/it]
 85%|████████▍ | 39280/46302 [41:37:26<7:27:13,  3.82s/it]
 85%|████████▍ | 39281/46302 [41:37:30<7:26:57,  3.82s/it]
 85%|████████▍ | 39282/46302 [41:37:34<7:27:00,  3.82s/it]
 85%|████████▍ | 39283/46302 [41:37:38<7:26:58,  3.82s/it]
 85%|████████▍ | 39284/46302 [41:37:42<7:27:03,  3.82s/it]
 85%|████████▍ | 39285/46302 [41:37:45<7:26:49,  3.82s/it]
 85%|████████▍ | 39286/46302 [41:37:49<7:26:47,  3.82s/it]
 85%|████████▍ | 39287/46302 [41:37:53<7:26:40,  3.82s/it]
 85%|████████▍ | 39288/46302 [41:37:57<7:26:43,  3.82s/it]
 85%|████████▍ | 39289/46302 [41:38:01<7:26:37,  3.82s/it]
 85%|████████▍ | 39290/46302 [41:38:05<7:26:27,  3.82s/it]
 85%|████████▍ | 39291/46302 [41:38:08<7:26:23,  3.82s/it]
 85%|████████▍ | 39292/46302 [41:38:12<7:26:27,  3.82s/it]
 85%|████████▍ | 39293/46302 [41:38:16<7:26:25,  3.82s/it]
 85%|████████▍ | 39294/46302 [41:38:20<7:26:17,  3.82s/it]
 85%|████████▍ | 39295/46302 [41:38:24<7:26:01,  3.82s/it]
 85%|████████▍ | 39296/46302 [41:38:28<7:25:50,  3.82s/it]
 85%|████████▍ | 39297/46302 [41:38:31<7:25:42,  3.82s/it]
 85%|████████▍ | 39298/46302 [41:38:35<7:25:34,  3.82s/it]
 85%|████████▍ | 39299/46302 [41:38:39<7:25:32,  3.82s/it]
 85%|████████▍ | 39300/46302 [41:38:43<7:25:34,  3.82s/it]
 85%|████████▍ | 39301/46302 [41:38:47<7:25:24,  3.82s/it]
 85%|████████▍ | 39302/46302 [41:38:50<7:25:16,  3.82s/it]
 85%|████████▍ | 39303/46302 [41:38:54<7:25:16,  3.82s/it]
 85%|████████▍ | 39304/46302 [41:38:58<7:25:12,  3.82s/it]
 85%|████████▍ | 39305/46302 [41:39:02<7:25:12,  3.82s/it]
 85%|████████▍ | 39306/46302 [41:39:06<7:25:13,  3.82s/it]
 85%|████████▍ | 39307/46302 [41:39:09<7:25:06,  3.82s/it]
 85%|████████▍ | 39308/46302 [41:39:13<7:25:12,  3.82s/it]
 85%|████████▍ | 39309/46302 [41:39:17<7:25:01,  3.82s/it]
 85%|████████▍ | 39310/46302 [41:39:21<7:25:00,  3.82s/it]
 85%|████████▍ | 39311/46302 [41:39:25<7:24:49,  3.82s/it]
 85%|████████▍ | 39312/46302 [41:39:29<7:24:52,  3.82s/it]
 85%|████████▍ | 39313/46302 [41:39:32<7:24:48,  3.82s/it]
 85%|████████▍ | 39314/46302 [41:39:36<7:24:37,  3.82s/it]
 85%|████████▍ | 39315/46302 [41:39:40<7:24:29,  3.82s/it]
 85%|████████▍ | 39316/46302 [41:39:44<7:24:28,  3.82s/it]
 85%|████████▍ | 39317/46302 [41:39:48<7:24:26,  3.82s/it]
 85%|████████▍ | 39318/46302 [41:39:51<7:24:22,  3.82s/it]
 85%|████████▍ | 39319/46302 [41:39:55<7:24:19,  3.82s/it]
 85%|████████▍ | 39320/46302 [41:39:59<7:24:23,  3.82s/it]
 85%|████████▍ | 39321/46302 [41:40:03<7:24:28,  3.82s/it]
 85%|████████▍ | 39322/46302 [41:40:07<7:24:29,  3.82s/it]
 85%|████████▍ | 39323/46302 [41:40:11<7:24:26,  3.82s/it]
 85%|████████▍ | 39324/46302 [41:40:14<7:24:21,  3.82s/it]
 85%|████████▍ | 39325/46302 [41:40:18<7:24:20,  3.82s/it]
 85%|████████▍ | 39326/46302 [41:40:22<7:24:15,  3.82s/it]
 85%|████████▍ | 39327/46302 [41:40:26<7:24:06,  3.82s/it]
 85%|████████▍ | 39328/46302 [41:40:30<7:24:08,  3.82s/it]
 85%|████████▍ | 39329/46302 [41:40:34<7:24:09,  3.82s/it]
 85%|████████▍ | 39330/46302 [41:40:37<7:24:13,  3.82s/it]
 85%|████████▍ | 39331/46302 [41:40:41<7:24:06,  3.82s/it]
 85%|████████▍ | 39332/46302 [41:40:45<7:23:58,  3.82s/it]
 85%|████████▍ | 39333/46302 [41:40:49<7:23:58,  3.82s/it]
 85%|████████▍ | 39334/46302 [41:40:53<7:23:56,  3.82s/it]
 85%|████████▍ | 39335/46302 [41:40:56<7:23:52,  3.82s/it]
 85%|████████▍ | 39336/46302 [41:41:00<7:23:52,  3.82s/it]
 85%|████████▍ | 39337/46302 [41:41:04<7:23:47,  3.82s/it]
 85%|████████▍ | 39338/46302 [41:41:08<7:23:26,  3.82s/it]
 85%|████████▍ | 39339/46302 [41:41:12<7:23:28,  3.82s/it]
 85%|████████▍ | 39340/46302 [41:41:16<7:23:13,  3.82s/it]
 85%|████████▍ | 39341/46302 [41:41:19<7:23:19,  3.82s/it]
 85%|████████▍ | 39342/46302 [41:41:23<7:23:10,  3.82s/it]
 85%|████████▍ | 39343/46302 [41:41:27<7:23:03,  3.82s/it]
 85%|████████▍ | 39344/46302 [41:41:31<7:23:08,  3.82s/it]
 85%|████████▍ | 39345/46302 [41:41:35<7:23:04,  3.82s/it]
 85%|████████▍ | 39346/46302 [41:41:38<7:23:00,  3.82s/it]
 85%|████████▍ | 39347/46302 [41:41:42<7:22:57,  3.82s/it]
 85%|████████▍ | 39348/46302 [41:41:46<7:23:03,  3.82s/it]
 85%|████████▍ | 39349/46302 [41:41:50<7:22:58,  3.82s/it]
 85%|████████▍ | 39350/46302 [41:41:54<7:22:54,  3.82s/it]
 85%|████████▍ | 39351/46302 [41:41:58<7:22:48,  3.82s/it]
 85%|████████▍ | 39352/46302 [41:42:01<7:22:39,  3.82s/it]
 85%|████████▍ | 39353/46302 [41:42:05<7:22:41,  3.82s/it]
 85%|████████▍ | 39354/46302 [41:42:09<7:22:41,  3.82s/it]
 85%|████████▍ | 39355/46302 [41:42:13<7:22:31,  3.82s/it]
 85%|████████▍ | 39356/46302 [41:42:17<7:22:30,  3.82s/it]
 85%|████████▌ | 39357/46302 [41:42:21<7:22:10,  3.82s/it]
 85%|████████▌ | 39358/46302 [41:42:24<7:22:09,  3.82s/it]
 85%|████████▌ | 39359/46302 [41:42:28<7:22:03,  3.82s/it]
 85%|████████▌ | 39360/46302 [41:42:32<7:21:58,  3.82s/it]
 85%|████████▌ | 39361/46302 [41:42:36<7:21:55,  3.82s/it]
 85%|████████▌ | 39362/46302 [41:42:40<7:21:45,  3.82s/it]
 85%|████████▌ | 39363/46302 [41:42:43<7:21:35,  3.82s/it]
 85%|████████▌ | 39364/46302 [41:42:47<7:21:35,  3.82s/it]
 85%|████████▌ | 39365/46302 [41:42:51<7:21:29,  3.82s/it]
 85%|████████▌ | 39366/46302 [41:42:55<7:21:15,  3.82s/it]
 85%|████████▌ | 39367/46302 [41:42:59<7:21:11,  3.82s/it]
 85%|████████▌ | 39368/46302 [41:43:03<7:21:12,  3.82s/it]
 85%|████████▌ | 39369/46302 [41:43:06<7:21:22,  3.82s/it]
 85%|████████▌ | 39370/46302 [41:43:10<7:21:18,  3.82s/it]
 85%|████████▌ | 39371/46302 [41:43:14<7:21:21,  3.82s/it]
 85%|████████▌ | 39372/46302 [41:43:18<7:21:18,  3.82s/it]
 85%|████████▌ | 39373/46302 [41:43:22<7:21:09,  3.82s/it]
 85%|████████▌ | 39374/46302 [41:43:25<7:21:03,  3.82s/it]
 85%|████████▌ | 39375/46302 [41:43:29<7:21:00,  3.82s/it]
 85%|████████▌ | 39376/46302 [41:43:33<7:20:53,  3.82s/it]
 85%|████████▌ | 39377/46302 [41:43:37<7:20:49,  3.82s/it]
 85%|████████▌ | 39378/46302 [41:43:41<7:20:40,  3.82s/it]
 85%|████████▌ | 39379/46302 [41:43:45<7:20:39,  3.82s/it]
 85%|████████▌ | 39380/46302 [41:43:48<7:20:30,  3.82s/it]
 85%|████████▌ | 39381/46302 [41:43:52<7:20:24,  3.82s/it]
 85%|████████▌ | 39382/46302 [41:43:56<7:20:28,  3.82s/it]
 85%|████████▌ | 39383/46302 [41:44:00<7:20:38,  3.82s/it]
 85%|████████▌ | 39384/46302 [41:44:04<7:20:39,  3.82s/it]
 85%|████████▌ | 39385/46302 [41:44:07<7:20:26,  3.82s/it]
 85%|████████▌ | 39386/46302 [41:44:11<7:20:27,  3.82s/it]
 85%|████████▌ | 39387/46302 [41:44:15<7:20:26,  3.82s/it]
 85%|████████▌ | 39388/46302 [41:44:19<7:20:23,  3.82s/it]
 85%|████████▌ | 39389/46302 [41:44:23<7:20:16,  3.82s/it]
 85%|████████▌ | 39390/46302 [41:44:27<7:20:14,  3.82s/it]
 85%|████████▌ | 39391/46302 [41:44:30<7:20:10,  3.82s/it]
 85%|████████▌ | 39392/46302 [41:44:34<7:20:03,  3.82s/it]
 85%|████████▌ | 39393/46302 [41:44:38<7:19:48,  3.82s/it]
 85%|████████▌ | 39394/46302 [41:44:42<7:19:44,  3.82s/it]
 85%|████████▌ | 39395/46302 [41:44:46<7:19:42,  3.82s/it]
 85%|████████▌ | 39396/46302 [41:44:50<7:19:43,  3.82s/it]
 85%|████████▌ | 39397/46302 [41:44:53<7:19:39,  3.82s/it]
 85%|████████▌ | 39398/46302 [41:44:57<7:19:37,  3.82s/it]
 85%|████████▌ | 39399/46302 [41:45:01<7:19:37,  3.82s/it]
 85%|████████▌ | 39400/46302 [41:45:05<7:19:32,  3.82s/it]
 85%|████████▌ | 39401/46302 [41:45:09<7:19:26,  3.82s/it]
 85%|████████▌ | 39402/46302 [41:45:12<7:19:28,  3.82s/it]
 85%|████████▌ | 39403/46302 [41:45:16<7:19:17,  3.82s/it]
 85%|████████▌ | 39404/46302 [41:45:20<7:19:14,  3.82s/it]
 85%|████████▌ | 39405/46302 [41:45:24<7:19:08,  3.82s/it]
 85%|████████▌ | 39406/46302 [41:45:28<7:19:08,  3.82s/it]
 85%|████████▌ | 39407/46302 [41:45:32<7:18:54,  3.82s/it]
 85%|████████▌ | 39408/46302 [41:45:35<7:18:57,  3.82s/it]
 85%|████████▌ | 39409/46302 [41:45:39<7:18:48,  3.82s/it]
 85%|████████▌ | 39410/46302 [41:45:43<7:18:40,  3.82s/it]
 85%|████████▌ | 39411/46302 [41:45:47<7:18:31,  3.82s/it]
 85%|████████▌ | 39412/46302 [41:45:51<7:18:34,  3.82s/it]
 85%|████████▌ | 39413/46302 [41:45:54<7:18:32,  3.82s/it]
 85%|████████▌ | 39414/46302 [41:45:58<7:18:23,  3.82s/it]
 85%|████████▌ | 39415/46302 [41:46:02<7:18:19,  3.82s/it]
 85%|████████▌ | 39416/46302 [41:46:06<7:18:19,  3.82s/it]
 85%|████████▌ | 39417/46302 [41:46:10<7:18:16,  3.82s/it]
 85%|████████▌ | 39418/46302 [41:46:14<7:18:19,  3.82s/it]
 85%|████████▌ | 39419/46302 [41:46:17<7:18:17,  3.82s/it]
 85%|████████▌ | 39420/46302 [41:46:21<7:18:14,  3.82s/it]
 85%|████████▌ | 39421/46302 [41:46:25<7:18:04,  3.82s/it]
 85%|████████▌ | 39422/46302 [41:46:29<7:18:08,  3.82s/it]
 85%|████████▌ | 39423/46302 [41:46:33<7:18:00,  3.82s/it]
 85%|████████▌ | 39424/46302 [41:46:36<7:17:59,  3.82s/it]
 85%|████████▌ | 39425/46302 [41:46:40<7:17:53,  3.82s/it]
 85%|████████▌ | 39426/46302 [41:46:44<7:17:47,  3.82s/it]
 85%|████████▌ | 39427/46302 [41:46:48<7:17:45,  3.82s/it]
 85%|████████▌ | 39428/46302 [41:46:52<7:17:38,  3.82s/it]
 85%|████████▌ | 39429/46302 [41:46:56<7:17:33,  3.82s/it]
 85%|████████▌ | 39430/46302 [41:46:59<7:17:26,  3.82s/it]
 85%|████████▌ | 39431/46302 [41:47:03<7:17:15,  3.82s/it]
 85%|████████▌ | 39432/46302 [41:47:07<7:17:17,  3.82s/it]
 85%|████████▌ | 39433/46302 [41:47:11<7:16:59,  3.82s/it]
 85%|████████▌ | 39434/46302 [41:47:15<7:16:57,  3.82s/it]
 85%|████████▌ | 39435/46302 [41:47:18<7:17:04,  3.82s/it]
 85%|████████▌ | 39436/46302 [41:47:22<7:17:08,  3.82s/it]
 85%|████████▌ | 39437/46302 [41:47:26<7:17:09,  3.82s/it]
 85%|████████▌ | 39438/46302 [41:47:30<7:17:07,  3.82s/it]
 85%|████████▌ | 39439/46302 [41:47:34<7:16:58,  3.82s/it]
 85%|████████▌ | 39440/46302 [41:47:38<7:16:49,  3.82s/it]
 85%|████████▌ | 39441/46302 [41:47:41<7:16:52,  3.82s/it]
 85%|████████▌ | 39442/46302 [41:47:45<7:16:53,  3.82s/it]
 85%|████████▌ | 39443/46302 [41:47:49<7:16:52,  3.82s/it]
 85%|████████▌ | 39444/46302 [41:47:53<7:16:49,  3.82s/it]
 85%|████████▌ | 39445/46302 [41:47:57<7:16:47,  3.82s/it]
 85%|████████▌ | 39446/46302 [41:48:01<7:16:49,  3.82s/it]
 85%|████████▌ | 39447/46302 [41:48:04<7:16:41,  3.82s/it]
 85%|████████▌ | 39448/46302 [41:48:08<7:16:25,  3.82s/it]
 85%|████████▌ | 39449/46302 [41:48:12<7:16:18,  3.82s/it]
 85%|████████▌ | 39450/46302 [41:48:16<7:16:20,  3.82s/it]
 85%|████████▌ | 39451/46302 [41:48:20<7:16:20,  3.82s/it]
 85%|████████▌ | 39452/46302 [41:48:23<7:16:16,  3.82s/it]
 85%|████████▌ | 39453/46302 [41:48:27<7:16:11,  3.82s/it]
 85%|████████▌ | 39454/46302 [41:48:31<7:16:06,  3.82s/it]
 85%|████████▌ | 39455/46302 [41:48:35<7:16:07,  3.82s/it]
 85%|████████▌ | 39456/46302 [41:48:39<7:16:07,  3.82s/it]
 85%|████████▌ | 39457/46302 [41:48:43<7:16:04,  3.82s/it]
 85%|████████▌ | 39458/46302 [41:48:46<7:15:56,  3.82s/it]
 85%|████████▌ | 39459/46302 [41:48:50<7:15:57,  3.82s/it]
 85%|████████▌ | 39460/46302 [41:48:54<7:15:57,  3.82s/it]
 85%|████████▌ | 39461/46302 [41:48:58<7:15:49,  3.82s/it]
 85%|████████▌ | 39462/46302 [41:49:02<7:15:47,  3.82s/it]
 85%|████████▌ | 39463/46302 [41:49:05<7:15:35,  3.82s/it]
 85%|████████▌ | 39464/46302 [41:49:09<7:15:33,  3.82s/it]
 85%|████████▌ | 39465/46302 [41:49:13<7:15:30,  3.82s/it]
 85%|████████▌ | 39466/46302 [41:49:17<7:15:30,  3.82s/it]
 85%|████████▌ | 39467/46302 [41:49:21<7:15:17,  3.82s/it]
 85%|████████▌ | 39468/46302 [41:49:25<7:15:08,  3.82s/it]
 85%|████████▌ | 39469/46302 [41:49:28<7:15:05,  3.82s/it]
 85%|████████▌ | 39470/46302 [41:49:32<7:15:05,  3.82s/it]
 85%|████████▌ | 39471/46302 [41:49:36<7:14:58,  3.82s/it]
 85%|████████▌ | 39472/46302 [41:49:40<7:14:59,  3.82s/it]
 85%|████████▌ | 39473/46302 [41:49:44<7:14:55,  3.82s/it]
 85%|████████▌ | 39474/46302 [41:49:48<7:14:53,  3.82s/it]
 85%|████████▌ | 39475/46302 [41:49:51<7:14:57,  3.82s/it]
 85%|████████▌ | 39476/46302 [41:49:55<7:14:49,  3.82s/it]
 85%|████████▌ | 39477/46302 [41:49:59<7:14:47,  3.82s/it]
 85%|████████▌ | 39478/46302 [41:50:03<7:14:48,  3.82s/it]
 85%|████████▌ | 39479/46302 [41:50:07<7:14:35,  3.82s/it]
 85%|████████▌ | 39480/46302 [41:50:10<7:14:24,  3.82s/it]
 85%|████████▌ | 39481/46302 [41:50:14<7:14:17,  3.82s/it]
 85%|████████▌ | 39482/46302 [41:50:18<7:14:25,  3.82s/it]
 85%|████████▌ | 39483/46302 [41:50:22<7:14:20,  3.82s/it]
 85%|████████▌ | 39484/46302 [41:50:26<7:14:21,  3.82s/it]
 85%|████████▌ | 39485/46302 [41:50:30<7:14:13,  3.82s/it]
 85%|████████▌ | 39486/46302 [41:50:33<7:14:07,  3.82s/it]
 85%|████████▌ | 39487/46302 [41:50:37<7:13:58,  3.82s/it]
 85%|████████▌ | 39488/46302 [41:50:41<7:13:48,  3.82s/it]
 85%|████████▌ | 39489/46302 [41:50:45<7:13:49,  3.82s/it]
 85%|████████▌ | 39490/46302 [41:50:49<7:13:46,  3.82s/it]
 85%|████████▌ | 39491/46302 [41:50:52<7:13:39,  3.82s/it]
 85%|████████▌ | 39492/46302 [41:50:56<7:13:40,  3.82s/it]
 85%|████████▌ | 39493/46302 [41:51:00<7:13:39,  3.82s/it]
 85%|████████▌ | 39494/46302 [41:51:04<7:13:31,  3.82s/it]
 85%|████████▌ | 39495/46302 [41:51:08<7:13:16,  3.82s/it]
 85%|████████▌ | 39496/46302 [41:51:12<7:13:18,  3.82s/it]
 85%|████████▌ | 39497/46302 [41:51:15<7:13:18,  3.82s/it]
 85%|████████▌ | 39498/46302 [41:51:19<7:12:45,  3.82s/it]
 85%|████████▌ | 39499/46302 [41:51:23<7:12:47,  3.82s/it]
 85%|████████▌ | 39500/46302 [41:51:27<7:12:37,  3.82s/it]
                                                          
{'loss': 3.0969, 'learning_rate': 0.0007507394817005872, 'epoch': 0.85}

 85%|████████▌ | 39500/46302 [41:51:27<7:12:37,  3.82s/it]
 85%|████████▌ | 39501/46302 [41:51:31<7:12:53,  3.82s/it]
 85%|████████▌ | 39502/46302 [41:51:34<7:12:57,  3.82s/it]
 85%|████████▌ | 39503/46302 [41:51:38<7:12:53,  3.82s/it]
 85%|████████▌ | 39504/46302 [41:51:42<7:12:45,  3.82s/it]
 85%|████████▌ | 39505/46302 [41:51:46<7:12:39,  3.82s/it]
 85%|████████▌ | 39506/46302 [41:51:50<7:12:38,  3.82s/it]
 85%|████████▌ | 39507/46302 [41:51:54<7:12:32,  3.82s/it]
 85%|████████▌ | 39508/46302 [41:51:57<7:12:36,  3.82s/it]
 85%|████████▌ | 39509/46302 [41:52:01<7:12:30,  3.82s/it]
 85%|████████▌ | 39510/46302 [41:52:05<7:12:15,  3.82s/it]
 85%|████████▌ | 39511/46302 [41:52:09<7:12:12,  3.82s/it]
 85%|████████▌ | 39512/46302 [41:52:13<7:12:12,  3.82s/it]
 85%|████████▌ | 39513/46302 [41:52:17<7:12:15,  3.82s/it]
 85%|████████▌ | 39514/46302 [41:52:20<7:12:12,  3.82s/it]
 85%|████████▌ | 39515/46302 [41:52:24<7:12:14,  3.82s/it]
 85%|████████▌ | 39516/46302 [41:52:28<7:12:04,  3.82s/it]
 85%|████████▌ | 39517/46302 [41:52:32<7:12:03,  3.82s/it]
 85%|████████▌ | 39518/46302 [41:52:36<7:11:56,  3.82s/it]
 85%|████████▌ | 39519/46302 [41:52:39<7:11:56,  3.82s/it]
 85%|████████▌ | 39520/46302 [41:52:43<7:11:47,  3.82s/it]
 85%|████████▌ | 39521/46302 [41:52:47<7:11:42,  3.82s/it]
 85%|████████▌ | 39522/46302 [41:52:51<7:11:39,  3.82s/it]
 85%|████████▌ | 39523/46302 [41:52:55<7:11:35,  3.82s/it]
 85%|████████▌ | 39524/46302 [41:52:59<7:11:35,  3.82s/it]
 85%|████████▌ | 39525/46302 [41:53:02<7:11:31,  3.82s/it]
 85%|████████▌ | 39526/46302 [41:53:06<7:11:17,  3.82s/it]
 85%|████████▌ | 39527/46302 [41:53:10<7:11:20,  3.82s/it]
 85%|████████▌ | 39528/46302 [41:53:14<7:11:11,  3.82s/it]
 85%|████████▌ | 39529/46302 [41:53:18<7:11:10,  3.82s/it]
 85%|████████▌ | 39530/46302 [41:53:21<7:10:57,  3.82s/it]
 85%|████████▌ | 39531/46302 [41:53:25<7:10:55,  3.82s/it]
 85%|████████▌ | 39532/46302 [41:53:29<7:10:58,  3.82s/it]
 85%|████████▌ | 39533/46302 [41:53:33<7:11:00,  3.82s/it]
 85%|████████▌ | 39534/46302 [41:53:37<7:10:52,  3.82s/it]
 85%|████████▌ | 39535/46302 [41:53:41<7:10:51,  3.82s/it]
 85%|████████▌ | 39536/46302 [41:53:44<7:10:43,  3.82s/it]
 85%|████████▌ | 39537/46302 [41:53:48<7:10:33,  3.82s/it]
 85%|████████▌ | 39538/46302 [41:53:52<7:10:25,  3.82s/it]
 85%|████████▌ | 39539/46302 [41:53:56<7:10:17,  3.82s/it]
 85%|████████▌ | 39540/46302 [41:54:00<7:10:17,  3.82s/it]
 85%|████████▌ | 39541/46302 [41:54:03<7:10:25,  3.82s/it]
 85%|████████▌ | 39542/46302 [41:54:07<7:10:21,  3.82s/it]
 85%|████████▌ | 39543/46302 [41:54:11<7:10:14,  3.82s/it]
 85%|████████▌ | 39544/46302 [41:54:15<7:10:15,  3.82s/it]
 85%|████████▌ | 39545/46302 [41:54:19<7:10:09,  3.82s/it]
 85%|████████▌ | 39546/46302 [41:54:23<7:10:13,  3.82s/it]
 85%|████████▌ | 39547/46302 [41:54:26<7:10:00,  3.82s/it]
 85%|████████▌ | 39548/46302 [41:54:30<7:09:59,  3.82s/it]
 85%|████████▌ | 39549/46302 [41:54:34<7:09:54,  3.82s/it]
 85%|████████▌ | 39550/46302 [41:54:38<7:09:54,  3.82s/it]
 85%|████████▌ | 39551/46302 [41:54:42<7:09:49,  3.82s/it]
 85%|████████▌ | 39552/46302 [41:54:45<7:09:49,  3.82s/it]
 85%|████████▌ | 39553/46302 [41:54:49<7:09:48,  3.82s/it]
 85%|████████▌ | 39554/46302 [41:54:53<7:09:39,  3.82s/it]
 85%|████████▌ | 39555/46302 [41:54:57<7:09:40,  3.82s/it]
 85%|████████▌ | 39556/46302 [41:55:01<7:09:37,  3.82s/it]
 85%|████████▌ | 39557/46302 [41:55:05<7:09:30,  3.82s/it]
 85%|████████▌ | 39558/46302 [41:55:08<7:09:25,  3.82s/it]
 85%|████████▌ | 39559/46302 [41:55:12<7:09:24,  3.82s/it]
 85%|████████▌ | 39560/46302 [41:55:16<7:09:21,  3.82s/it]
 85%|████████▌ | 39561/46302 [41:55:20<7:09:22,  3.82s/it]
 85%|████████▌ | 39562/46302 [41:55:24<7:09:13,  3.82s/it]
 85%|████████▌ | 39563/46302 [41:55:28<7:09:11,  3.82s/it]
 85%|████████▌ | 39564/46302 [41:55:31<7:09:08,  3.82s/it]
 85%|████████▌ | 39565/46302 [41:55:35<7:09:05,  3.82s/it]
 85%|████████▌ | 39566/46302 [41:55:39<7:09:00,  3.82s/it]
 85%|████████▌ | 39567/46302 [41:55:43<7:08:47,  3.82s/it]
 85%|████████▌ | 39568/46302 [41:55:47<7:08:41,  3.82s/it]
 85%|████████▌ | 39569/46302 [41:55:50<7:08:44,  3.82s/it]
 85%|████████▌ | 39570/46302 [41:55:54<7:08:37,  3.82s/it]
 85%|████████▌ | 39571/46302 [41:55:58<7:08:37,  3.82s/it]
 85%|████████▌ | 39572/46302 [41:56:02<7:08:31,  3.82s/it]
 85%|████████▌ | 39573/46302 [41:56:06<7:08:32,  3.82s/it]
 85%|████████▌ | 39574/46302 [41:56:10<7:08:29,  3.82s/it]
 85%|████████▌ | 39575/46302 [41:56:13<7:08:27,  3.82s/it]
 85%|████████▌ | 39576/46302 [41:56:17<7:08:25,  3.82s/it]
 85%|████████▌ | 39577/46302 [41:56:21<7:08:25,  3.82s/it]
 85%|████████▌ | 39578/46302 [41:56:25<7:08:19,  3.82s/it]
 85%|████████▌ | 39579/46302 [41:56:29<7:08:14,  3.82s/it]
 85%|████████▌ | 39580/46302 [41:56:32<7:08:10,  3.82s/it]
 85%|████████▌ | 39581/46302 [41:56:36<7:08:05,  3.82s/it]
 85%|████████▌ | 39582/46302 [41:56:40<7:08:04,  3.82s/it]
 85%|████████▌ | 39583/46302 [41:56:44<7:08:00,  3.82s/it]
 85%|████████▌ | 39584/46302 [41:56:48<7:07:49,  3.82s/it]
 85%|████████▌ | 39585/46302 [41:56:52<7:07:41,  3.82s/it]
 85%|████████▌ | 39586/46302 [41:56:55<7:07:29,  3.82s/it]
 85%|████████▌ | 39587/46302 [41:56:59<7:07:27,  3.82s/it]
 85%|████████▌ | 39588/46302 [41:57:03<7:07:25,  3.82s/it]
 86%|████████▌ | 39589/46302 [41:57:07<7:07:21,  3.82s/it]
 86%|████████▌ | 39590/46302 [41:57:11<7:07:21,  3.82s/it]
 86%|████████▌ | 39591/46302 [41:57:14<7:07:17,  3.82s/it]
 86%|████████▌ | 39592/46302 [41:57:18<7:07:14,  3.82s/it]
 86%|████████▌ | 39593/46302 [41:57:22<7:07:17,  3.82s/it]
 86%|████████▌ | 39594/46302 [41:57:26<7:07:10,  3.82s/it]
 86%|████████▌ | 39595/46302 [41:57:30<7:07:00,  3.82s/it]
 86%|████████▌ | 39596/46302 [41:57:34<7:06:56,  3.82s/it]
 86%|████████▌ | 39597/46302 [41:57:37<7:07:00,  3.82s/it]
 86%|████████▌ | 39598/46302 [41:57:41<7:06:54,  3.82s/it]
 86%|████████▌ | 39599/46302 [41:57:45<7:06:51,  3.82s/it]
 86%|████████▌ | 39600/46302 [41:57:49<7:06:51,  3.82s/it]
 86%|████████▌ | 39601/46302 [41:57:53<7:06:48,  3.82s/it]
 86%|████████▌ | 39602/46302 [41:57:57<7:06:38,  3.82s/it]
 86%|████████▌ | 39603/46302 [41:58:00<7:06:31,  3.82s/it]
 86%|████████▌ | 39604/46302 [41:58:04<7:06:14,  3.82s/it]
 86%|████████▌ | 39605/46302 [41:58:08<7:05:56,  3.82s/it]
 86%|████████▌ | 39606/46302 [41:58:12<7:06:09,  3.82s/it]
 86%|████████▌ | 39607/46302 [41:58:16<7:06:06,  3.82s/it]
 86%|████████▌ | 39608/46302 [41:58:19<7:06:07,  3.82s/it]
 86%|████████▌ | 39609/46302 [41:58:23<7:05:59,  3.82s/it]
 86%|████████▌ | 39610/46302 [41:58:27<7:05:52,  3.82s/it]
 86%|████████▌ | 39611/46302 [41:58:31<7:05:54,  3.82s/it]
 86%|████████▌ | 39612/46302 [41:58:35<7:05:58,  3.82s/it]
 86%|████████▌ | 39613/46302 [41:58:39<7:05:44,  3.82s/it]
 86%|████████▌ | 39614/46302 [41:58:42<7:05:38,  3.82s/it]
 86%|████████▌ | 39615/46302 [41:58:46<7:05:06,  3.81s/it]
 86%|████████▌ | 39616/46302 [41:58:50<7:05:23,  3.82s/it]
 86%|████████▌ | 39617/46302 [41:58:54<7:05:24,  3.82s/it]
 86%|████████▌ | 39618/46302 [41:58:58<7:05:16,  3.82s/it]
 86%|████████▌ | 39619/46302 [41:59:01<7:05:06,  3.82s/it]
 86%|████████▌ | 39620/46302 [41:59:05<7:04:58,  3.82s/it]
 86%|████████▌ | 39621/46302 [41:59:09<7:04:57,  3.82s/it]
 86%|████████▌ | 39622/46302 [41:59:13<7:05:04,  3.82s/it]
 86%|████████▌ | 39623/46302 [41:59:17<7:05:02,  3.82s/it]
 86%|████████▌ | 39624/46302 [41:59:21<7:04:55,  3.82s/it]
 86%|████████▌ | 39625/46302 [41:59:24<7:04:48,  3.82s/it]
 86%|████████▌ | 39626/46302 [41:59:28<7:04:45,  3.82s/it]
 86%|████████▌ | 39627/46302 [41:59:32<7:04:41,  3.82s/it]
 86%|████████▌ | 39628/46302 [41:59:36<7:04:40,  3.82s/it]
 86%|████████▌ | 39629/46302 [41:59:40<7:04:38,  3.82s/it]
 86%|████████▌ | 39630/46302 [41:59:43<7:04:39,  3.82s/it]
 86%|████████▌ | 39631/46302 [41:59:47<7:04:31,  3.82s/it]
 86%|████████▌ | 39632/46302 [41:59:51<7:04:20,  3.82s/it]
 86%|████████▌ | 39633/46302 [41:59:55<7:04:17,  3.82s/it]
 86%|████████▌ | 39634/46302 [41:59:59<7:04:08,  3.82s/it]
 86%|████████▌ | 39635/46302 [42:00:03<7:04:03,  3.82s/it]
 86%|████████▌ | 39636/46302 [42:00:06<7:04:01,  3.82s/it]
 86%|████████▌ | 39637/46302 [42:00:10<7:03:39,  3.81s/it]
 86%|████████▌ | 39638/46302 [42:00:14<7:03:35,  3.81s/it]
 86%|████████▌ | 39639/46302 [42:00:18<7:03:37,  3.81s/it]
 86%|████████▌ | 39640/46302 [42:00:22<7:03:42,  3.82s/it]
 86%|████████▌ | 39641/46302 [42:00:25<7:03:43,  3.82s/it]
 86%|████████▌ | 39642/46302 [42:00:29<7:03:39,  3.82s/it]
 86%|████████▌ | 39643/46302 [42:00:33<7:03:33,  3.82s/it]
 86%|████████▌ | 39644/46302 [42:00:37<7:03:40,  3.82s/it]
 86%|████████▌ | 39645/46302 [42:00:41<7:03:40,  3.82s/it]
 86%|████████▌ | 39646/46302 [42:00:44<7:03:39,  3.82s/it]
 86%|████████▌ | 39647/46302 [42:00:48<7:03:34,  3.82s/it]
 86%|████████▌ | 39648/46302 [42:00:52<7:03:39,  3.82s/it]
 86%|████████▌ | 39649/46302 [42:00:56<7:03:34,  3.82s/it]
 86%|████████▌ | 39650/46302 [42:01:00<7:03:18,  3.82s/it]
 86%|████████▌ | 39651/46302 [42:01:04<7:03:13,  3.82s/it]
 86%|████████▌ | 39652/46302 [42:01:07<7:03:05,  3.82s/it]
 86%|████████▌ | 39653/46302 [42:01:11<7:03:00,  3.82s/it]
 86%|████████▌ | 39654/46302 [42:01:15<7:02:47,  3.82s/it]
 86%|████████▌ | 39655/46302 [42:01:19<7:02:54,  3.82s/it]
 86%|████████▌ | 39656/46302 [42:01:23<7:02:55,  3.82s/it]
 86%|████████▌ | 39657/46302 [42:01:26<7:03:02,  3.82s/it]
 86%|████████▌ | 39658/46302 [42:01:30<7:03:00,  3.82s/it]
 86%|████████▌ | 39659/46302 [42:01:34<7:02:51,  3.82s/it]
 86%|████████▌ | 39660/46302 [42:01:38<7:02:51,  3.82s/it]
 86%|████████▌ | 39661/46302 [42:01:42<7:02:42,  3.82s/it]
 86%|████████▌ | 39662/46302 [42:01:46<7:02:38,  3.82s/it]
 86%|████████▌ | 39663/46302 [42:01:49<7:02:37,  3.82s/it]
 86%|████████▌ | 39664/46302 [42:01:53<7:02:24,  3.82s/it]
 86%|████████▌ | 39665/46302 [42:01:57<7:02:27,  3.82s/it]
 86%|████████▌ | 39666/46302 [42:02:01<7:02:29,  3.82s/it]
 86%|████████▌ | 39667/46302 [42:02:05<7:02:25,  3.82s/it]
 86%|████████▌ | 39668/46302 [42:02:09<7:02:22,  3.82s/it]
 86%|████████▌ | 39669/46302 [42:02:12<7:02:19,  3.82s/it]
 86%|████████▌ | 39670/46302 [42:02:16<7:02:02,  3.82s/it]
 86%|████████▌ | 39671/46302 [42:02:20<7:02:03,  3.82s/it]
 86%|████████▌ | 39672/46302 [42:02:24<7:01:51,  3.82s/it]
 86%|████████▌ | 39673/46302 [42:02:28<7:01:42,  3.82s/it]
 86%|████████▌ | 39674/46302 [42:02:31<7:01:11,  3.81s/it]
 86%|████████▌ | 39675/46302 [42:02:35<7:01:24,  3.82s/it]
 86%|████████▌ | 39676/46302 [42:02:39<7:01:26,  3.82s/it]
 86%|████████▌ | 39677/46302 [42:02:43<7:01:18,  3.82s/it]
 86%|████████▌ | 39678/46302 [42:02:47<7:01:21,  3.82s/it]
 86%|████████▌ | 39679/46302 [42:02:50<7:01:21,  3.82s/it]
 86%|████████▌ | 39680/46302 [42:02:54<7:01:27,  3.82s/it]
 86%|████████▌ | 39681/46302 [42:02:58<7:01:24,  3.82s/it]
 86%|████████▌ | 39682/46302 [42:03:02<7:01:21,  3.82s/it]
 86%|████████▌ | 39683/46302 [42:03:06<7:01:15,  3.82s/it]
 86%|████████▌ | 39684/46302 [42:03:10<7:01:18,  3.82s/it]
 86%|████████▌ | 39685/46302 [42:03:13<7:01:16,  3.82s/it]
 86%|████████▌ | 39686/46302 [42:03:17<7:01:10,  3.82s/it]
 86%|████████▌ | 39687/46302 [42:03:21<7:00:59,  3.82s/it]
 86%|████████▌ | 39688/46302 [42:03:25<7:00:55,  3.82s/it]
 86%|████████▌ | 39689/46302 [42:03:29<7:00:59,  3.82s/it]
 86%|████████▌ | 39690/46302 [42:03:33<7:00:52,  3.82s/it]
 86%|████████▌ | 39691/46302 [42:03:36<7:00:45,  3.82s/it]
 86%|████████▌ | 39692/46302 [42:03:40<7:00:42,  3.82s/it]
 86%|████████▌ | 39693/46302 [42:03:44<7:00:39,  3.82s/it]
 86%|████████▌ | 39694/46302 [42:03:48<7:00:36,  3.82s/it]
 86%|████████▌ | 39695/46302 [42:03:52<7:00:31,  3.82s/it]
 86%|████████▌ | 39696/46302 [42:03:55<7:00:27,  3.82s/it]
 86%|████████▌ | 39697/46302 [42:03:59<7:00:23,  3.82s/it]
 86%|████████▌ | 39698/46302 [42:04:03<7:00:24,  3.82s/it]
 86%|████████▌ | 39699/46302 [42:04:07<7:00:24,  3.82s/it]
 86%|████████▌ | 39700/46302 [42:04:11<7:00:09,  3.82s/it]
 86%|████████▌ | 39701/46302 [42:04:15<7:00:05,  3.82s/it]
 86%|████████▌ | 39702/46302 [42:04:18<7:00:02,  3.82s/it]
 86%|████████▌ | 39703/46302 [42:04:22<7:00:04,  3.82s/it]
 86%|████████▌ | 39704/46302 [42:04:26<7:00:01,  3.82s/it]
 86%|████████▌ | 39705/46302 [42:04:30<7:00:01,  3.82s/it]
 86%|████████▌ | 39706/46302 [42:04:34<6:59:59,  3.82s/it]
 86%|████████▌ | 39707/46302 [42:04:37<6:59:53,  3.82s/it]
 86%|████████▌ | 39708/46302 [42:04:41<6:59:47,  3.82s/it]
 86%|████████▌ | 39709/46302 [42:04:45<6:59:47,  3.82s/it]
 86%|████████▌ | 39710/46302 [42:04:49<6:59:45,  3.82s/it]
 86%|████████▌ | 39711/46302 [42:04:53<6:59:39,  3.82s/it]
 86%|████████▌ | 39712/46302 [42:04:57<6:59:27,  3.82s/it]
 86%|████████▌ | 39713/46302 [42:05:00<6:59:19,  3.82s/it]
 86%|████████▌ | 39714/46302 [42:05:04<6:59:18,  3.82s/it]
 86%|████████▌ | 39715/46302 [42:05:08<6:59:10,  3.82s/it]
 86%|████████▌ | 39716/46302 [42:05:12<6:59:07,  3.82s/it]
 86%|████████▌ | 39717/46302 [42:05:16<6:59:04,  3.82s/it]
 86%|████████▌ | 39718/46302 [42:05:19<6:58:57,  3.82s/it]
 86%|████████▌ | 39719/46302 [42:05:23<6:59:00,  3.82s/it]
 86%|████████▌ | 39720/46302 [42:05:27<6:58:52,  3.82s/it]
 86%|████████▌ | 39721/46302 [42:05:31<6:58:55,  3.82s/it]
 86%|████████▌ | 39722/46302 [42:05:35<6:58:48,  3.82s/it]
 86%|████████▌ | 39723/46302 [42:05:39<6:58:44,  3.82s/it]
 86%|████████▌ | 39724/46302 [42:05:42<6:58:46,  3.82s/it]
 86%|████████▌ | 39725/46302 [42:05:46<6:58:39,  3.82s/it]
 86%|████████▌ | 39726/46302 [42:05:50<6:58:37,  3.82s/it]
 86%|████████▌ | 39727/46302 [42:05:54<6:58:29,  3.82s/it]
 86%|████████▌ | 39728/46302 [42:05:58<6:58:24,  3.82s/it]
 86%|████████▌ | 39729/46302 [42:06:01<6:58:22,  3.82s/it]
 86%|████████▌ | 39730/46302 [42:06:05<6:58:22,  3.82s/it]
 86%|████████▌ | 39731/46302 [42:06:09<6:58:21,  3.82s/it]
 86%|████████▌ | 39732/46302 [42:06:13<6:58:15,  3.82s/it]
 86%|████████▌ | 39733/46302 [42:06:17<6:58:04,  3.82s/it]
 86%|████████▌ | 39734/46302 [42:06:21<6:58:02,  3.82s/it]
 86%|████████▌ | 39735/46302 [42:06:24<6:58:04,  3.82s/it]
 86%|████████▌ | 39736/46302 [42:06:28<6:58:06,  3.82s/it]
 86%|████████▌ | 39737/46302 [42:06:32<6:57:55,  3.82s/it]
 86%|████████▌ | 39738/46302 [42:06:36<6:57:53,  3.82s/it]
 86%|████████▌ | 39739/46302 [42:06:40<6:57:56,  3.82s/it]
 86%|████████▌ | 39740/46302 [42:06:43<6:57:59,  3.82s/it]
 86%|████████▌ | 39741/46302 [42:06:47<6:57:54,  3.82s/it]
 86%|████████▌ | 39742/46302 [42:06:51<6:57:44,  3.82s/it]
 86%|████████▌ | 39743/46302 [42:06:55<6:57:47,  3.82s/it]
 86%|████████▌ | 39744/46302 [42:06:59<6:57:47,  3.82s/it]
 86%|████████▌ | 39745/46302 [42:07:03<6:57:46,  3.82s/it]
 86%|████████▌ | 39746/46302 [42:07:06<6:57:37,  3.82s/it]
 86%|████████▌ | 39747/46302 [42:07:10<6:57:28,  3.82s/it]
 86%|████████▌ | 39748/46302 [42:07:14<6:57:27,  3.82s/it]
 86%|████████▌ | 39749/46302 [42:07:18<6:57:27,  3.82s/it]
 86%|████████▌ | 39750/46302 [42:07:22<6:57:11,  3.82s/it]
 86%|████████▌ | 39751/46302 [42:07:26<6:57:04,  3.82s/it]
 86%|████████▌ | 39752/46302 [42:07:29<6:57:02,  3.82s/it]
 86%|████████▌ | 39753/46302 [42:07:33<6:56:53,  3.82s/it]
 86%|████████▌ | 39754/46302 [42:07:37<6:56:50,  3.82s/it]
 86%|████████▌ | 39755/46302 [42:07:41<6:56:40,  3.82s/it]
 86%|████████▌ | 39756/46302 [42:07:45<6:56:34,  3.82s/it]
 86%|████████▌ | 39757/46302 [42:07:48<6:56:34,  3.82s/it]
 86%|████████▌ | 39758/46302 [42:07:52<6:56:32,  3.82s/it]
 86%|████████▌ | 39759/46302 [42:07:56<6:56:25,  3.82s/it]
 86%|████████▌ | 39760/46302 [42:08:00<6:56:26,  3.82s/it]
 86%|████████▌ | 39761/46302 [42:08:04<6:56:20,  3.82s/it]
 86%|████████▌ | 39762/46302 [42:08:08<6:56:19,  3.82s/it]
 86%|████████▌ | 39763/46302 [42:08:11<6:56:12,  3.82s/it]
 86%|████████▌ | 39764/46302 [42:08:15<6:56:12,  3.82s/it]
 86%|████████▌ | 39765/46302 [42:08:19<6:56:13,  3.82s/it]
 86%|████████▌ | 39766/46302 [42:08:23<6:56:12,  3.82s/it]
 86%|████████▌ | 39767/46302 [42:08:27<6:56:04,  3.82s/it]
 86%|████████▌ | 39768/46302 [42:08:30<6:56:07,  3.82s/it]
 86%|████████▌ | 39769/46302 [42:08:34<6:56:08,  3.82s/it]
 86%|████████▌ | 39770/46302 [42:08:38<6:55:52,  3.82s/it]
 86%|████████▌ | 39771/46302 [42:08:42<6:55:43,  3.82s/it]
 86%|████████▌ | 39772/46302 [42:08:46<6:55:36,  3.82s/it]
 86%|████████▌ | 39773/46302 [42:08:50<6:55:36,  3.82s/it]
 86%|████████▌ | 39774/46302 [42:08:53<6:55:33,  3.82s/it]
 86%|████████▌ | 39775/46302 [42:08:57<6:55:33,  3.82s/it]
 86%|████████▌ | 39776/46302 [42:09:01<6:55:34,  3.82s/it]
 86%|████████▌ | 39777/46302 [42:09:05<6:55:31,  3.82s/it]
 86%|████████▌ | 39778/46302 [42:09:09<6:55:26,  3.82s/it]
 86%|████████▌ | 39779/46302 [42:09:12<6:55:28,  3.82s/it]
 86%|████████▌ | 39780/46302 [42:09:16<6:55:19,  3.82s/it]
 86%|████████▌ | 39781/46302 [42:09:20<6:55:18,  3.82s/it]
 86%|████████▌ | 39782/46302 [42:09:24<6:55:13,  3.82s/it]
 86%|████████▌ | 39783/46302 [42:09:28<6:55:11,  3.82s/it]
 86%|████████▌ | 39784/46302 [42:09:32<6:55:02,  3.82s/it]
 86%|████████▌ | 39785/46302 [42:09:35<6:54:55,  3.82s/it]
 86%|████████▌ | 39786/46302 [42:09:39<6:54:50,  3.82s/it]
 86%|████████▌ | 39787/46302 [42:09:43<6:54:34,  3.82s/it]
 86%|████████▌ | 39788/46302 [42:09:47<6:54:24,  3.82s/it]
 86%|████████▌ | 39789/46302 [42:09:51<6:54:35,  3.82s/it]
 86%|████████▌ | 39790/46302 [42:09:54<6:54:26,  3.82s/it]
 86%|████████▌ | 39791/46302 [42:09:58<6:54:20,  3.82s/it]
 86%|████████▌ | 39792/46302 [42:10:02<6:54:13,  3.82s/it]
 86%|████████▌ | 39793/46302 [42:10:06<6:54:08,  3.82s/it]
 86%|████████▌ | 39794/46302 [42:10:10<6:54:03,  3.82s/it]
 86%|████████▌ | 39795/46302 [42:10:14<6:53:59,  3.82s/it]
 86%|████████▌ | 39796/46302 [42:10:17<6:53:55,  3.82s/it]
 86%|████████▌ | 39797/46302 [42:10:21<6:53:57,  3.82s/it]
 86%|████████▌ | 39798/46302 [42:10:25<6:53:49,  3.82s/it]
 86%|████████▌ | 39799/46302 [42:10:29<6:53:51,  3.82s/it]
 86%|████████▌ | 39800/46302 [42:10:33<6:53:51,  3.82s/it]
 86%|████████▌ | 39801/46302 [42:10:36<6:53:42,  3.82s/it]
 86%|████████▌ | 39802/46302 [42:10:40<6:53:34,  3.82s/it]
 86%|████████▌ | 39803/46302 [42:10:44<6:53:27,  3.82s/it]
 86%|████████▌ | 39804/46302 [42:10:48<6:53:25,  3.82s/it]
 86%|████████▌ | 39805/46302 [42:10:52<6:53:20,  3.82s/it]
 86%|████████▌ | 39806/46302 [42:10:56<6:53:27,  3.82s/it]
 86%|████████▌ | 39807/46302 [42:10:59<6:53:22,  3.82s/it]
 86%|████████▌ | 39808/46302 [42:11:03<6:53:22,  3.82s/it]
 86%|████████▌ | 39809/46302 [42:11:07<6:53:17,  3.82s/it]
 86%|████████▌ | 39810/46302 [42:11:11<6:53:12,  3.82s/it]
 86%|████████▌ | 39811/46302 [42:11:15<6:53:01,  3.82s/it]
 86%|████████▌ | 39812/46302 [42:11:18<6:53:00,  3.82s/it]
 86%|████████▌ | 39813/46302 [42:11:22<6:53:04,  3.82s/it]
 86%|████████▌ | 39814/46302 [42:11:26<6:53:01,  3.82s/it]
 86%|████████▌ | 39815/46302 [42:11:30<6:52:57,  3.82s/it]
 86%|████████▌ | 39816/46302 [42:11:34<6:52:49,  3.82s/it]
 86%|████████▌ | 39817/46302 [42:11:38<6:52:43,  3.82s/it]
 86%|████████▌ | 39818/46302 [42:11:41<6:52:30,  3.82s/it]
 86%|████████▌ | 39819/46302 [42:11:45<6:52:31,  3.82s/it]
 86%|████████▌ | 39820/46302 [42:11:49<6:52:35,  3.82s/it]
 86%|████████▌ | 39821/46302 [42:11:53<6:52:25,  3.82s/it]
 86%|████████▌ | 39822/46302 [42:11:57<6:52:19,  3.82s/it]
 86%|████████▌ | 39823/46302 [42:12:00<6:52:14,  3.82s/it]
 86%|████████▌ | 39824/46302 [42:12:04<6:52:11,  3.82s/it]
 86%|████████▌ | 39825/46302 [42:12:08<6:52:10,  3.82s/it]
 86%|████████▌ | 39826/46302 [42:12:12<6:52:11,  3.82s/it]
 86%|████████▌ | 39827/46302 [42:12:16<6:52:16,  3.82s/it]
 86%|████████▌ | 39828/46302 [42:12:20<6:52:09,  3.82s/it]
 86%|████████▌ | 39829/46302 [42:12:23<6:51:57,  3.82s/it]
 86%|████████▌ | 39830/46302 [42:12:27<6:51:51,  3.82s/it]
 86%|████████▌ | 39831/46302 [42:12:31<6:51:45,  3.82s/it]
 86%|████████▌ | 39832/46302 [42:12:35<6:51:36,  3.82s/it]
 86%|████████▌ | 39833/46302 [42:12:39<6:51:37,  3.82s/it]
 86%|████████▌ | 39834/46302 [42:12:42<6:51:35,  3.82s/it]
 86%|████████▌ | 39835/46302 [42:12:46<6:51:34,  3.82s/it]
 86%|████████▌ | 39836/46302 [42:12:50<6:51:27,  3.82s/it]
 86%|████████▌ | 39837/46302 [42:12:54<6:51:21,  3.82s/it]
 86%|████████▌ | 39838/46302 [42:12:58<6:51:22,  3.82s/it]
 86%|████████▌ | 39839/46302 [42:13:02<6:51:30,  3.82s/it]
 86%|████████▌ | 39840/46302 [42:13:05<6:51:33,  3.82s/it]
 86%|████████▌ | 39841/46302 [42:13:09<6:51:32,  3.82s/it]
 86%|████████▌ | 39842/46302 [42:13:13<6:51:30,  3.82s/it]
 86%|████████▌ | 39843/46302 [42:13:17<6:51:29,  3.82s/it]
 86%|████████▌ | 39844/46302 [42:13:21<6:51:18,  3.82s/it]
 86%|████████▌ | 39845/46302 [42:13:25<6:51:07,  3.82s/it]
 86%|████████▌ | 39846/46302 [42:13:28<6:51:04,  3.82s/it]
 86%|████████▌ | 39847/46302 [42:13:32<6:50:52,  3.82s/it]
 86%|████████▌ | 39848/46302 [42:13:36<6:50:46,  3.82s/it]
 86%|████████▌ | 39849/46302 [42:13:40<6:50:39,  3.82s/it]
 86%|████████▌ | 39850/46302 [42:13:44<6:50:35,  3.82s/it]
 86%|████████▌ | 39851/46302 [42:13:47<6:50:33,  3.82s/it]
 86%|████████▌ | 39852/46302 [42:13:51<6:50:41,  3.82s/it]
 86%|████████▌ | 39853/46302 [42:13:55<6:50:45,  3.82s/it]
 86%|████████▌ | 39854/46302 [42:13:59<6:50:39,  3.82s/it]
 86%|████████▌ | 39855/46302 [42:14:03<6:50:32,  3.82s/it]
 86%|████████▌ | 39856/46302 [42:14:07<6:50:20,  3.82s/it]
 86%|████████▌ | 39857/46302 [42:14:10<6:50:14,  3.82s/it]
 86%|████████▌ | 39858/46302 [42:14:14<6:50:02,  3.82s/it]
 86%|████████▌ | 39859/46302 [42:14:18<6:50:01,  3.82s/it]
 86%|████████▌ | 39860/46302 [42:14:22<6:49:56,  3.82s/it]
 86%|████████▌ | 39861/46302 [42:14:26<6:49:39,  3.82s/it]
 86%|████████▌ | 39862/46302 [42:14:29<6:49:44,  3.82s/it]
 86%|████████▌ | 39863/46302 [42:14:33<6:49:40,  3.82s/it]
 86%|████████▌ | 39864/46302 [42:14:37<6:49:37,  3.82s/it]
 86%|████████▌ | 39865/46302 [42:14:41<6:49:38,  3.82s/it]
 86%|████████▌ | 39866/46302 [42:14:45<6:49:31,  3.82s/it]
 86%|████████▌ | 39867/46302 [42:14:49<6:49:26,  3.82s/it]
 86%|████████▌ | 39868/46302 [42:14:52<6:49:24,  3.82s/it]
 86%|████████▌ | 39869/46302 [42:14:56<6:49:23,  3.82s/it]
 86%|████████▌ | 39870/46302 [42:15:00<6:49:07,  3.82s/it]
 86%|████████▌ | 39871/46302 [42:15:04<6:49:11,  3.82s/it]
 86%|████████▌ | 39872/46302 [42:15:08<6:49:04,  3.82s/it]
 86%|████████▌ | 39873/46302 [42:15:11<6:49:03,  3.82s/it]
 86%|████████▌ | 39874/46302 [42:15:15<6:48:58,  3.82s/it]
 86%|████████▌ | 39875/46302 [42:15:19<6:48:55,  3.82s/it]
 86%|████████▌ | 39876/46302 [42:15:23<6:48:54,  3.82s/it]
 86%|████████▌ | 39877/46302 [42:15:27<6:48:46,  3.82s/it]
 86%|████████▌ | 39878/46302 [42:15:31<6:48:38,  3.82s/it]
 86%|████████▌ | 39879/46302 [42:15:34<6:48:38,  3.82s/it]
 86%|████████▌ | 39880/46302 [42:15:38<6:48:33,  3.82s/it]
 86%|████████▌ | 39881/46302 [42:15:42<6:48:29,  3.82s/it]
 86%|████████▌ | 39882/46302 [42:15:46<6:48:32,  3.82s/it]
 86%|████████▌ | 39883/46302 [42:15:50<6:48:26,  3.82s/it]
 86%|████████▌ | 39884/46302 [42:15:53<6:48:25,  3.82s/it]
 86%|████████▌ | 39885/46302 [42:15:57<6:48:24,  3.82s/it]
 86%|████████▌ | 39886/46302 [42:16:01<6:48:19,  3.82s/it]
 86%|████████▌ | 39887/46302 [42:16:05<6:48:20,  3.82s/it]
 86%|████████▌ | 39888/46302 [42:16:09<6:48:19,  3.82s/it]
 86%|████████▌ | 39889/46302 [42:16:13<6:48:22,  3.82s/it]
 86%|████████▌ | 39890/46302 [42:16:16<6:48:14,  3.82s/it]
 86%|████████▌ | 39891/46302 [42:16:20<6:48:11,  3.82s/it]
 86%|████████▌ | 39892/46302 [42:16:24<6:48:11,  3.82s/it]
 86%|████████▌ | 39893/46302 [42:16:28<6:48:06,  3.82s/it]
 86%|████████▌ | 39894/46302 [42:16:32<6:47:50,  3.82s/it]
 86%|████████▌ | 39895/46302 [42:16:35<6:47:45,  3.82s/it]
 86%|████████▌ | 39896/46302 [42:16:39<6:47:42,  3.82s/it]
 86%|████████▌ | 39897/46302 [42:16:43<6:47:41,  3.82s/it]
 86%|████████▌ | 39898/46302 [42:16:47<6:47:42,  3.82s/it]
 86%|████████▌ | 39899/46302 [42:16:51<6:47:34,  3.82s/it]
 86%|████████▌ | 39900/46302 [42:16:55<6:47:22,  3.82s/it]
 86%|████████▌ | 39901/46302 [42:16:58<6:47:25,  3.82s/it]
 86%|████████▌ | 39902/46302 [42:17:02<6:47:30,  3.82s/it]
 86%|████████▌ | 39903/46302 [42:17:06<6:47:27,  3.82s/it]
 86%|████████▌ | 39904/46302 [42:17:10<6:47:16,  3.82s/it]
 86%|████████▌ | 39905/46302 [42:17:14<6:47:16,  3.82s/it]
 86%|████████▌ | 39906/46302 [42:17:17<6:47:04,  3.82s/it]
 86%|████████▌ | 39907/46302 [42:17:21<6:47:02,  3.82s/it]
 86%|████████▌ | 39908/46302 [42:17:25<6:46:55,  3.82s/it]
 86%|████████▌ | 39909/46302 [42:17:29<6:47:02,  3.82s/it]
 86%|████████▌ | 39910/46302 [42:17:33<6:46:59,  3.82s/it]
 86%|████████▌ | 39911/46302 [42:17:37<6:46:52,  3.82s/it]
 86%|████████▌ | 39912/46302 [42:17:40<6:46:51,  3.82s/it]
 86%|████████▌ | 39913/46302 [42:17:44<6:46:50,  3.82s/it]
 86%|████████▌ | 39914/46302 [42:17:48<6:46:34,  3.82s/it]
 86%|████████▌ | 39915/46302 [42:17:52<6:46:34,  3.82s/it]
 86%|████████▌ | 39916/46302 [42:17:56<6:46:29,  3.82s/it]
 86%|████████▌ | 39917/46302 [42:17:59<6:46:32,  3.82s/it]
 86%|████████▌ | 39918/46302 [42:18:03<6:46:28,  3.82s/it]
 86%|████████▌ | 39919/46302 [42:18:07<6:46:22,  3.82s/it]
 86%|████████▌ | 39920/46302 [42:18:11<6:46:23,  3.82s/it]
 86%|████████▌ | 39921/46302 [42:18:15<6:46:13,  3.82s/it]
 86%|████████▌ | 39922/46302 [42:18:19<6:46:07,  3.82s/it]
 86%|████████▌ | 39923/46302 [42:18:22<6:46:14,  3.82s/it]
 86%|████████▌ | 39924/46302 [42:18:26<6:46:03,  3.82s/it]
 86%|████████▌ | 39925/46302 [42:18:30<6:45:47,  3.82s/it]
 86%|████████▌ | 39926/46302 [42:18:34<6:45:43,  3.82s/it]
 86%|████████▌ | 39927/46302 [42:18:38<6:45:37,  3.82s/it]
 86%|████████▌ | 39928/46302 [42:18:41<6:45:39,  3.82s/it]
 86%|████████▌ | 39929/46302 [42:18:45<6:45:31,  3.82s/it]
 86%|████████▌ | 39930/46302 [42:18:49<6:45:27,  3.82s/it]
 86%|████████▌ | 39931/46302 [42:18:53<6:45:31,  3.82s/it]
 86%|████████▌ | 39932/46302 [42:18:57<6:45:33,  3.82s/it]
 86%|████████▌ | 39933/46302 [42:19:01<6:45:33,  3.82s/it]
 86%|████████▌ | 39934/46302 [42:19:04<6:45:32,  3.82s/it]
 86%|████████▌ | 39935/46302 [42:19:08<6:45:25,  3.82s/it]
 86%|████████▋ | 39936/46302 [42:19:12<6:45:21,  3.82s/it]
 86%|████████▋ | 39937/46302 [42:19:16<6:45:16,  3.82s/it]
 86%|████████▋ | 39938/46302 [42:19:20<6:45:12,  3.82s/it]
 86%|████████▋ | 39939/46302 [42:19:24<6:45:05,  3.82s/it]
 86%|████████▋ | 39940/46302 [42:19:27<6:44:57,  3.82s/it]
 86%|████████▋ | 39941/46302 [42:19:31<6:44:58,  3.82s/it]
 86%|████████▋ | 39942/46302 [42:19:35<6:44:56,  3.82s/it]
 86%|████████▋ | 39943/46302 [42:19:39<6:44:46,  3.82s/it]
 86%|████████▋ | 39944/46302 [42:19:43<6:44:45,  3.82s/it]
 86%|████████▋ | 39945/46302 [42:19:46<6:44:46,  3.82s/it]
 86%|████████▋ | 39946/46302 [42:19:50<6:44:46,  3.82s/it]
 86%|████████▋ | 39947/46302 [42:19:54<6:44:43,  3.82s/it]
 86%|████████▋ | 39948/46302 [42:19:58<6:44:32,  3.82s/it]
 86%|████████▋ | 39949/46302 [42:20:02<6:44:30,  3.82s/it]
 86%|████████▋ | 39950/46302 [42:20:06<6:44:24,  3.82s/it]
 86%|████████▋ | 39951/46302 [42:20:09<6:44:20,  3.82s/it]
 86%|████████▋ | 39952/46302 [42:20:13<6:44:19,  3.82s/it]
 86%|████████▋ | 39953/46302 [42:20:17<6:44:17,  3.82s/it]
 86%|████████▋ | 39954/46302 [42:20:21<6:44:11,  3.82s/it]
 86%|████████▋ | 39955/46302 [42:20:25<6:43:56,  3.82s/it]
 86%|████████▋ | 39956/46302 [42:20:28<6:43:54,  3.82s/it]
 86%|████████▋ | 39957/46302 [42:20:32<6:43:54,  3.82s/it]
 86%|████████▋ | 39958/46302 [42:20:36<6:43:53,  3.82s/it]
 86%|████████▋ | 39959/46302 [42:20:40<6:43:54,  3.82s/it]
 86%|████████▋ | 39960/46302 [42:20:44<6:43:54,  3.82s/it]
 86%|████████▋ | 39961/46302 [42:20:48<6:43:50,  3.82s/it]
 86%|████████▋ | 39962/46302 [42:20:51<6:43:40,  3.82s/it]
 86%|████████▋ | 39963/46302 [42:20:55<6:43:18,  3.82s/it]
 86%|████████▋ | 39964/46302 [42:20:59<6:43:17,  3.82s/it]
 86%|████████▋ | 39965/46302 [42:21:03<6:43:17,  3.82s/it]
 86%|████████▋ | 39966/46302 [42:21:07<6:43:15,  3.82s/it]
 86%|████████▋ | 39967/46302 [42:21:10<6:43:19,  3.82s/it]
 86%|████████▋ | 39968/46302 [42:21:14<6:43:20,  3.82s/it]
 86%|████████▋ | 39969/46302 [42:21:18<6:43:23,  3.82s/it]
 86%|████████▋ | 39970/46302 [42:21:22<6:43:14,  3.82s/it]
 86%|████████▋ | 39971/46302 [42:21:26<6:43:06,  3.82s/it]
 86%|████████▋ | 39972/46302 [42:21:30<6:42:53,  3.82s/it]
 86%|████████▋ | 39973/46302 [42:21:33<6:42:58,  3.82s/it]
 86%|████████▋ | 39974/46302 [42:21:37<6:42:57,  3.82s/it]
 86%|████████▋ | 39975/46302 [42:21:41<6:42:59,  3.82s/it]
 86%|████████▋ | 39976/46302 [42:21:45<6:42:46,  3.82s/it]
 86%|████████▋ | 39977/46302 [42:21:49<6:42:38,  3.82s/it]
 86%|████████▋ | 39978/46302 [42:21:52<6:42:22,  3.82s/it]
 86%|████████▋ | 39979/46302 [42:21:56<6:42:16,  3.82s/it]
 86%|████████▋ | 39980/46302 [42:22:00<6:42:08,  3.82s/it]
 86%|████████▋ | 39981/46302 [42:22:04<6:41:59,  3.82s/it]
 86%|████████▋ | 39982/46302 [42:22:08<6:41:56,  3.82s/it]
 86%|████████▋ | 39983/46302 [42:22:12<6:42:01,  3.82s/it]
 86%|████████▋ | 39984/46302 [42:22:15<6:42:06,  3.82s/it]
 86%|████████▋ | 39985/46302 [42:22:19<6:42:04,  3.82s/it]
 86%|████████▋ | 39986/46302 [42:22:23<6:41:57,  3.82s/it]
 86%|████████▋ | 39987/46302 [42:22:27<6:41:54,  3.82s/it]
 86%|████████▋ | 39988/46302 [42:22:31<6:41:46,  3.82s/it]
 86%|████████▋ | 39989/46302 [42:22:34<6:41:46,  3.82s/it]
 86%|████████▋ | 39990/46302 [42:22:38<6:41:41,  3.82s/it]
 86%|████████▋ | 39991/46302 [42:22:42<6:41:40,  3.82s/it]
 86%|████████▋ | 39992/46302 [42:22:46<6:41:34,  3.82s/it]
 86%|████████▋ | 39993/46302 [42:22:50<6:41:36,  3.82s/it]
 86%|████████▋ | 39994/46302 [42:22:54<6:41:38,  3.82s/it]
 86%|████████▋ | 39995/46302 [42:22:57<6:41:36,  3.82s/it]
 86%|████████▋ | 39996/46302 [42:23:01<6:41:30,  3.82s/it]
 86%|████████▋ | 39997/46302 [42:23:05<6:41:27,  3.82s/it]
 86%|████████▋ | 39998/46302 [42:23:09<6:41:19,  3.82s/it]
 86%|████████▋ | 39999/46302 [42:23:13<6:41:16,  3.82s/it]
 86%|████████▋ | 40000/46302 [42:23:16<6:41:03,  3.82s/it]
                                                          
{'loss': 3.0919, 'learning_rate': 0.0006955542801642311, 'epoch': 0.86}

 86%|████████▋ | 40000/46302 [42:23:16<6:41:03,  3.82s/it][INFO|trainer.py:2895] 2024-01-13 14:58:40,733 >> Saving model checkpoint to ./training_bilingual/tmp-checkpoint-40000
[INFO|configuration_utils.py:483] 2024-01-13 14:58:40,734 >> Configuration saved in ./training_bilingual/tmp-checkpoint-40000/config.json
[INFO|configuration_utils.py:594] 2024-01-13 14:58:40,734 >> Configuration saved in ./training_bilingual/tmp-checkpoint-40000/generation_config.json
[INFO|modeling_utils.py:2413] 2024-01-13 14:58:41,398 >> Model weights saved in ./training_bilingual/tmp-checkpoint-40000/model.safetensors
[INFO|tokenization_utils_base.py:2432] 2024-01-13 14:58:41,399 >> tokenizer config file saved in ./training_bilingual/tmp-checkpoint-40000/tokenizer_config.json
[INFO|tokenization_utils_base.py:2441] 2024-01-13 14:58:41,399 >> Special tokens file saved in ./training_bilingual/tmp-checkpoint-40000/special_tokens_map.json

 86%|████████▋ | 40001/46302 [42:23:22<7:32:58,  4.31s/it]
 86%|████████▋ | 40002/46302 [42:23:26<7:17:13,  4.16s/it]
 86%|████████▋ | 40003/46302 [42:23:30<7:06:08,  4.06s/it]
 86%|████████▋ | 40004/46302 [42:23:33<6:58:26,  3.99s/it]
 86%|████████▋ | 40005/46302 [42:23:37<6:53:06,  3.94s/it]
 86%|████████▋ | 40006/46302 [42:23:41<6:49:10,  3.90s/it]
 86%|████████▋ | 40007/46302 [42:23:45<6:46:29,  3.87s/it]
 86%|████████▋ | 40008/46302 [42:23:49<6:44:39,  3.86s/it]
 86%|████████▋ | 40009/46302 [42:23:52<6:43:16,  3.84s/it]
 86%|████████▋ | 40010/46302 [42:23:56<6:42:26,  3.84s/it]
 86%|████████▋ | 40011/46302 [42:24:00<6:41:46,  3.83s/it]
 86%|████████▋ | 40012/46302 [42:24:04<6:41:23,  3.83s/it]
 86%|████████▋ | 40013/46302 [42:24:08<6:40:55,  3.82s/it]
 86%|████████▋ | 40014/46302 [42:24:12<6:40:41,  3.82s/it]
 86%|████████▋ | 40015/46302 [42:24:15<6:40:24,  3.82s/it]
 86%|████████▋ | 40016/46302 [42:24:19<6:40:21,  3.82s/it]
 86%|████████▋ | 40017/46302 [42:24:23<6:40:09,  3.82s/it]
 86%|████████▋ | 40018/46302 [42:24:27<6:40:00,  3.82s/it]
 86%|████████▋ | 40019/46302 [42:24:31<6:39:57,  3.82s/it]
 86%|████████▋ | 40020/46302 [42:24:34<6:39:48,  3.82s/it]
 86%|████████▋ | 40021/46302 [42:24:38<6:39:52,  3.82s/it]
 86%|████████▋ | 40022/46302 [42:24:42<6:39:50,  3.82s/it]
 86%|████████▋ | 40023/46302 [42:24:46<6:39:39,  3.82s/it]
 86%|████████▋ | 40024/46302 [42:24:50<6:39:39,  3.82s/it]
 86%|████████▋ | 40025/46302 [42:24:54<6:39:34,  3.82s/it]
 86%|████████▋ | 40026/46302 [42:24:57<6:39:40,  3.82s/it]
 86%|████████▋ | 40027/46302 [42:25:01<6:39:34,  3.82s/it]
 86%|████████▋ | 40028/46302 [42:25:05<6:39:30,  3.82s/it]
 86%|████████▋ | 40029/46302 [42:25:09<6:39:26,  3.82s/it]
 86%|████████▋ | 40030/46302 [42:25:13<6:39:32,  3.82s/it]
 86%|████████▋ | 40031/46302 [42:25:17<6:39:26,  3.82s/it]
 86%|████████▋ | 40032/46302 [42:25:20<6:39:20,  3.82s/it]
 86%|████████▋ | 40033/46302 [42:25:24<6:39:19,  3.82s/it]
 86%|████████▋ | 40034/46302 [42:25:28<6:39:03,  3.82s/it]
 86%|████████▋ | 40035/46302 [42:25:32<6:38:51,  3.82s/it]
 86%|████████▋ | 40036/46302 [42:25:36<6:38:45,  3.82s/it]
 86%|████████▋ | 40037/46302 [42:25:39<6:38:37,  3.82s/it]
 86%|████████▋ | 40038/46302 [42:25:43<6:38:42,  3.82s/it]
 86%|████████▋ | 40039/46302 [42:25:47<6:38:36,  3.82s/it]
 86%|████████▋ | 40040/46302 [42:25:51<6:38:35,  3.82s/it]
 86%|████████▋ | 40041/46302 [42:25:55<6:38:29,  3.82s/it]
 86%|████████▋ | 40042/46302 [42:25:59<6:38:22,  3.82s/it]
 86%|████████▋ | 40043/46302 [42:26:02<6:38:23,  3.82s/it]
 86%|████████▋ | 40044/46302 [42:26:06<6:38:16,  3.82s/it]
 86%|████████▋ | 40045/46302 [42:26:10<6:38:18,  3.82s/it]
 86%|████████▋ | 40046/46302 [42:26:14<6:38:16,  3.82s/it]
 86%|████████▋ | 40047/46302 [42:26:18<6:38:08,  3.82s/it]
 86%|████████▋ | 40048/46302 [42:26:21<6:38:02,  3.82s/it]
 86%|████████▋ | 40049/46302 [42:26:25<6:38:02,  3.82s/it]
 86%|████████▋ | 40050/46302 [42:26:29<6:37:58,  3.82s/it]
 86%|████████▋ | 40051/46302 [42:26:33<6:37:57,  3.82s/it]
 87%|████████▋ | 40052/46302 [42:26:37<6:37:54,  3.82s/it]
 87%|████████▋ | 40053/46302 [42:26:41<6:37:41,  3.82s/it]
 87%|████████▋ | 40054/46302 [42:26:44<6:37:40,  3.82s/it]
 87%|████████▋ | 40055/46302 [42:26:48<6:37:31,  3.82s/it]
 87%|████████▋ | 40056/46302 [42:26:52<6:37:26,  3.82s/it]
 87%|████████▋ | 40057/46302 [42:26:56<6:37:14,  3.82s/it]
 87%|████████▋ | 40058/46302 [42:27:00<6:37:18,  3.82s/it]
 87%|████████▋ | 40059/46302 [42:27:03<6:37:18,  3.82s/it]
 87%|████████▋ | 40060/46302 [42:27:07<6:37:24,  3.82s/it]
 87%|████████▋ | 40061/46302 [42:27:11<6:37:12,  3.82s/it]
 87%|████████▋ | 40062/46302 [42:27:15<6:37:13,  3.82s/it]
 87%|████████▋ | 40063/46302 [42:27:19<6:37:05,  3.82s/it]
 87%|████████▋ | 40064/46302 [42:27:23<6:36:57,  3.82s/it]
 87%|████████▋ | 40065/46302 [42:27:26<6:36:50,  3.82s/it]
 87%|████████▋ | 40066/46302 [42:27:30<6:36:48,  3.82s/it]
 87%|████████▋ | 40067/46302 [42:27:34<6:36:51,  3.82s/it]
 87%|████████▋ | 40068/46302 [42:27:38<6:36:49,  3.82s/it]
 87%|████████▋ | 40069/46302 [42:27:42<6:36:36,  3.82s/it]
 87%|████████▋ | 40070/46302 [42:27:45<6:36:36,  3.82s/it]
 87%|████████▋ | 40071/46302 [42:27:49<6:36:28,  3.82s/it]
 87%|████████▋ | 40072/46302 [42:27:53<6:36:26,  3.82s/it]
 87%|████████▋ | 40073/46302 [42:27:57<6:36:14,  3.82s/it]
 87%|████████▋ | 40074/46302 [42:28:01<6:36:19,  3.82s/it]
 87%|████████▋ | 40075/46302 [42:28:05<6:36:19,  3.82s/it]
 87%|████████▋ | 40076/46302 [42:28:08<6:36:19,  3.82s/it]
 87%|████████▋ | 40077/46302 [42:28:12<6:36:12,  3.82s/it]
 87%|████████▋ | 40078/46302 [42:28:16<6:36:05,  3.82s/it]
 87%|████████▋ | 40079/46302 [42:28:20<6:35:59,  3.82s/it]
 87%|████████▋ | 40080/46302 [42:28:24<6:35:59,  3.82s/it]
 87%|████████▋ | 40081/46302 [42:28:27<6:35:52,  3.82s/it]
 87%|████████▋ | 40082/46302 [42:28:31<6:35:49,  3.82s/it]
 87%|████████▋ | 40083/46302 [42:28:35<6:35:46,  3.82s/it]
 87%|████████▋ | 40084/46302 [42:28:39<6:35:45,  3.82s/it]
 87%|████████▋ | 40085/46302 [42:28:43<6:35:52,  3.82s/it]
 87%|████████▋ | 40086/46302 [42:28:47<6:35:47,  3.82s/it]
 87%|████████▋ | 40087/46302 [42:28:50<6:35:46,  3.82s/it]
 87%|████████▋ | 40088/46302 [42:28:54<6:35:36,  3.82s/it]
 87%|████████▋ | 40089/46302 [42:28:58<6:35:33,  3.82s/it]
 87%|████████▋ | 40090/46302 [42:29:02<6:35:27,  3.82s/it]
 87%|████████▋ | 40091/46302 [42:29:06<6:35:20,  3.82s/it]
 87%|████████▋ | 40092/46302 [42:29:09<6:35:18,  3.82s/it]
 87%|████████▋ | 40093/46302 [42:29:13<6:35:12,  3.82s/it]
 87%|████████▋ | 40094/46302 [42:29:17<6:35:06,  3.82s/it]
 87%|████████▋ | 40095/46302 [42:29:21<6:35:02,  3.82s/it]
 87%|████████▋ | 40096/46302 [42:29:25<6:35:02,  3.82s/it]
 87%|████████▋ | 40097/46302 [42:29:29<6:34:59,  3.82s/it]
 87%|████████▋ | 40098/46302 [42:29:32<6:35:04,  3.82s/it]
 87%|████████▋ | 40099/46302 [42:29:36<6:34:58,  3.82s/it]
 87%|████████▋ | 40100/46302 [42:29:40<6:34:55,  3.82s/it]
 87%|████████▋ | 40101/46302 [42:29:44<6:34:51,  3.82s/it]
 87%|████████▋ | 40102/46302 [42:29:48<6:34:36,  3.82s/it]
 87%|████████▋ | 40103/46302 [42:29:51<6:34:35,  3.82s/it]
 87%|████████▋ | 40104/46302 [42:29:55<6:34:34,  3.82s/it]
 87%|████████▋ | 40105/46302 [42:29:59<6:34:32,  3.82s/it]
 87%|████████▋ | 40106/46302 [42:30:03<6:34:35,  3.82s/it]
 87%|████████▋ | 40107/46302 [42:30:07<6:34:30,  3.82s/it]
 87%|████████▋ | 40108/46302 [42:30:11<6:34:22,  3.82s/it]
 87%|████████▋ | 40109/46302 [42:30:14<6:34:18,  3.82s/it]
 87%|████████▋ | 40110/46302 [42:30:18<6:34:08,  3.82s/it]
 87%|████████▋ | 40111/46302 [42:30:22<6:34:02,  3.82s/it]
 87%|████████▋ | 40112/46302 [42:30:26<6:33:52,  3.82s/it]
 87%|████████▋ | 40113/46302 [42:30:30<6:33:50,  3.82s/it]
 87%|████████▋ | 40114/46302 [42:30:33<6:33:44,  3.82s/it]
 87%|████████▋ | 40115/46302 [42:30:37<6:33:41,  3.82s/it]
 87%|████████▋ | 40116/46302 [42:30:41<6:33:36,  3.82s/it]
 87%|████████▋ | 40117/46302 [42:30:45<6:33:34,  3.82s/it]
 87%|████████▋ | 40118/46302 [42:30:49<6:33:37,  3.82s/it]
 87%|████████▋ | 40119/46302 [42:30:53<6:33:29,  3.82s/it]
 87%|████████▋ | 40120/46302 [42:30:56<6:33:23,  3.82s/it]
 87%|████████▋ | 40121/46302 [42:31:00<6:33:15,  3.82s/it]
 87%|████████▋ | 40122/46302 [42:31:04<6:33:14,  3.82s/it]
 87%|████████▋ | 40123/46302 [42:31:08<6:33:15,  3.82s/it]
 87%|████████▋ | 40124/46302 [42:31:12<6:33:18,  3.82s/it]
 87%|████████▋ | 40125/46302 [42:31:15<6:33:10,  3.82s/it]
 87%|████████▋ | 40126/46302 [42:31:19<6:33:08,  3.82s/it]
 87%|████████▋ | 40127/46302 [42:31:23<6:32:55,  3.82s/it]
 87%|████████▋ | 40128/46302 [42:31:27<6:32:45,  3.82s/it]
 87%|████████▋ | 40129/46302 [42:31:31<6:32:39,  3.82s/it]
 87%|████████▋ | 40130/46302 [42:31:35<6:32:40,  3.82s/it]
 87%|████████▋ | 40131/46302 [42:31:38<6:32:36,  3.82s/it]
 87%|████████▋ | 40132/46302 [42:31:42<6:32:36,  3.82s/it]
 87%|████████▋ | 40133/46302 [42:31:46<6:32:29,  3.82s/it]
 87%|████████▋ | 40134/46302 [42:31:50<6:32:24,  3.82s/it]
 87%|████████▋ | 40135/46302 [42:31:54<6:32:30,  3.82s/it]
 87%|████████▋ | 40136/46302 [42:31:57<6:32:34,  3.82s/it]
 87%|████████▋ | 40137/46302 [42:32:01<6:32:36,  3.82s/it]
 87%|████████▋ | 40138/46302 [42:32:05<6:32:21,  3.82s/it]
 87%|████████▋ | 40139/46302 [42:32:09<6:32:12,  3.82s/it]
 87%|████████▋ | 40140/46302 [42:32:13<6:32:07,  3.82s/it]
 87%|████████▋ | 40141/46302 [42:32:17<6:32:00,  3.82s/it]
 87%|████████▋ | 40142/46302 [42:32:20<6:32:01,  3.82s/it]
 87%|████████▋ | 40143/46302 [42:32:24<6:31:59,  3.82s/it]
 87%|████████▋ | 40144/46302 [42:32:28<6:31:57,  3.82s/it]
 87%|████████▋ | 40145/46302 [42:32:32<6:31:51,  3.82s/it]
 87%|████████▋ | 40146/46302 [42:32:36<6:31:49,  3.82s/it]
 87%|████████▋ | 40147/46302 [42:32:39<6:31:42,  3.82s/it]
 87%|████████▋ | 40148/46302 [42:32:43<6:31:38,  3.82s/it]
 87%|████████▋ | 40149/46302 [42:32:47<6:31:36,  3.82s/it]
 87%|████████▋ | 40150/46302 [42:32:51<6:31:30,  3.82s/it]
 87%|████████▋ | 40151/46302 [42:32:55<6:31:31,  3.82s/it]
 87%|████████▋ | 40152/46302 [42:32:59<6:31:27,  3.82s/it]
 87%|████████▋ | 40153/46302 [42:33:02<6:31:27,  3.82s/it]
 87%|████████▋ | 40154/46302 [42:33:06<6:31:24,  3.82s/it]
 87%|████████▋ | 40155/46302 [42:33:10<6:31:21,  3.82s/it]
 87%|████████▋ | 40156/46302 [42:33:14<6:31:12,  3.82s/it]
 87%|████████▋ | 40157/46302 [42:33:18<6:31:06,  3.82s/it]
 87%|████████▋ | 40158/46302 [42:33:22<6:30:58,  3.82s/it]
 87%|████████▋ | 40159/46302 [42:33:25<6:30:57,  3.82s/it]
 87%|████████▋ | 40160/46302 [42:33:29<6:30:52,  3.82s/it]
 87%|████████▋ | 40161/46302 [42:33:33<6:30:46,  3.82s/it]
 87%|████████▋ | 40162/46302 [42:33:37<6:30:48,  3.82s/it]
 87%|████████▋ | 40163/46302 [42:33:41<6:30:44,  3.82s/it]
 87%|████████▋ | 40164/46302 [42:33:44<6:30:30,  3.82s/it]
 87%|████████▋ | 40165/46302 [42:33:48<6:30:34,  3.82s/it]
 87%|████████▋ | 40166/46302 [42:33:52<6:30:33,  3.82s/it]
 87%|████████▋ | 40167/46302 [42:33:56<6:30:34,  3.82s/it]
 87%|████████▋ | 40168/46302 [42:34:00<6:30:34,  3.82s/it]
 87%|████████▋ | 40169/46302 [42:34:04<6:30:34,  3.82s/it]
 87%|████████▋ | 40170/46302 [42:34:07<6:30:24,  3.82s/it]
 87%|████████▋ | 40171/46302 [42:34:11<6:30:15,  3.82s/it]
 87%|████████▋ | 40172/46302 [42:34:15<6:30:06,  3.82s/it]
 87%|████████▋ | 40173/46302 [42:34:19<6:29:57,  3.82s/it]
 87%|████████▋ | 40174/46302 [42:34:23<6:29:55,  3.82s/it]
 87%|████████▋ | 40175/46302 [42:34:26<6:29:50,  3.82s/it]
 87%|████████▋ | 40176/46302 [42:34:30<6:29:49,  3.82s/it]
 87%|████████▋ | 40177/46302 [42:34:34<6:29:43,  3.82s/it]
 87%|████████▋ | 40178/46302 [42:34:38<6:29:41,  3.82s/it]
 87%|████████▋ | 40179/46302 [42:34:42<6:29:38,  3.82s/it]
 87%|████████▋ | 40180/46302 [42:34:46<6:29:35,  3.82s/it]
 87%|████████▋ | 40181/46302 [42:34:49<6:29:28,  3.82s/it]
 87%|████████▋ | 40182/46302 [42:34:53<6:29:18,  3.82s/it]
 87%|████████▋ | 40183/46302 [42:34:57<6:29:18,  3.82s/it]
 87%|████████▋ | 40184/46302 [42:35:01<6:29:19,  3.82s/it]
 87%|████████▋ | 40185/46302 [42:35:05<6:29:19,  3.82s/it]
 87%|████████▋ | 40186/46302 [42:35:08<6:29:20,  3.82s/it]
 87%|████████▋ | 40187/46302 [42:35:12<6:29:16,  3.82s/it]
 87%|████████▋ | 40188/46302 [42:35:16<6:29:10,  3.82s/it]
 87%|████████▋ | 40189/46302 [42:35:20<6:29:03,  3.82s/it]
 87%|████████▋ | 40190/46302 [42:35:24<6:29:01,  3.82s/it]
 87%|████████▋ | 40191/46302 [42:35:28<6:28:58,  3.82s/it]
 87%|████████▋ | 40192/46302 [42:35:31<6:28:54,  3.82s/it]
 87%|████████▋ | 40193/46302 [42:35:35<6:28:49,  3.82s/it]
 87%|████████▋ | 40194/46302 [42:35:39<6:28:54,  3.82s/it]
 87%|████████▋ | 40195/46302 [42:35:43<6:28:53,  3.82s/it]
 87%|████████▋ | 40196/46302 [42:35:47<6:28:54,  3.82s/it]
 87%|████████▋ | 40197/46302 [42:35:50<6:28:50,  3.82s/it]
 87%|████████▋ | 40198/46302 [42:35:54<6:28:40,  3.82s/it]
 87%|████████▋ | 40199/46302 [42:35:58<6:28:36,  3.82s/it]
 87%|████████▋ | 40200/46302 [42:36:02<6:28:32,  3.82s/it]
 87%|████████▋ | 40201/46302 [42:36:06<6:28:28,  3.82s/it]
 87%|████████▋ | 40202/46302 [42:36:10<6:28:28,  3.82s/it]
 87%|████████▋ | 40203/46302 [42:36:13<6:28:22,  3.82s/it]
 87%|████████▋ | 40204/46302 [42:36:17<6:28:13,  3.82s/it]
 87%|████████▋ | 40205/46302 [42:36:21<6:28:07,  3.82s/it]
 87%|████████▋ | 40206/46302 [42:36:25<6:28:08,  3.82s/it]
 87%|████████▋ | 40207/46302 [42:36:29<6:28:11,  3.82s/it]
 87%|████████▋ | 40208/46302 [42:36:32<6:28:06,  3.82s/it]
 87%|████████▋ | 40209/46302 [42:36:36<6:28:02,  3.82s/it]
 87%|████████▋ | 40210/46302 [42:36:40<6:28:01,  3.82s/it]
 87%|████████▋ | 40211/46302 [42:36:44<6:27:55,  3.82s/it]
 87%|████████▋ | 40212/46302 [42:36:48<6:27:51,  3.82s/it]
 87%|████████▋ | 40213/46302 [42:36:52<6:27:45,  3.82s/it]
 87%|████████▋ | 40214/46302 [42:36:55<6:27:34,  3.82s/it]
 87%|████████▋ | 40215/46302 [42:36:59<6:27:33,  3.82s/it]
 87%|████████▋ | 40216/46302 [42:37:03<6:27:31,  3.82s/it]
 87%|████████▋ | 40217/46302 [42:37:07<6:27:24,  3.82s/it]
 87%|████████▋ | 40218/46302 [42:37:11<6:27:16,  3.82s/it]
 87%|████████▋ | 40219/46302 [42:37:15<6:27:21,  3.82s/it]
 87%|████████▋ | 40220/46302 [42:37:18<6:27:15,  3.82s/it]
 87%|████████▋ | 40221/46302 [42:37:22<6:27:31,  3.82s/it]
 87%|████████▋ | 40222/46302 [42:37:26<6:27:26,  3.82s/it]
 87%|████████▋ | 40223/46302 [42:37:30<6:27:14,  3.82s/it]
 87%|████████▋ | 40224/46302 [42:37:34<6:27:13,  3.82s/it]
 87%|████████▋ | 40225/46302 [42:37:37<6:27:05,  3.82s/it]
 87%|████████▋ | 40226/46302 [42:37:41<6:27:11,  3.82s/it]
 87%|████████▋ | 40227/46302 [42:37:45<6:27:01,  3.82s/it]
 87%|████████▋ | 40228/46302 [42:37:49<6:26:52,  3.82s/it]
 87%|████████▋ | 40229/46302 [42:37:53<6:26:47,  3.82s/it]
 87%|████████▋ | 40230/46302 [42:37:57<6:26:41,  3.82s/it]
 87%|████████▋ | 40231/46302 [42:38:00<6:26:39,  3.82s/it]
 87%|████████▋ | 40232/46302 [42:38:04<6:26:35,  3.82s/it]
 87%|████████▋ | 40233/46302 [42:38:08<6:26:27,  3.82s/it]
 87%|████████▋ | 40234/46302 [42:38:12<6:26:29,  3.82s/it]
 87%|████████▋ | 40235/46302 [42:38:16<6:26:20,  3.82s/it]
 87%|████████▋ | 40236/46302 [42:38:19<6:26:20,  3.82s/it]
 87%|████████▋ | 40237/46302 [42:38:23<6:26:19,  3.82s/it]
 87%|████████▋ | 40238/46302 [42:38:27<6:26:19,  3.82s/it]
 87%|████████▋ | 40239/46302 [42:38:31<6:26:15,  3.82s/it]
 87%|████████▋ | 40240/46302 [42:38:35<6:26:09,  3.82s/it]
 87%|████████▋ | 40241/46302 [42:38:39<6:25:57,  3.82s/it]
 87%|████████▋ | 40242/46302 [42:38:42<6:25:47,  3.82s/it]
 87%|████████▋ | 40243/46302 [42:38:46<6:25:48,  3.82s/it]
 87%|████████▋ | 40244/46302 [42:38:50<6:25:44,  3.82s/it]
 87%|████████▋ | 40245/46302 [42:38:54<6:25:42,  3.82s/it]
 87%|████████▋ | 40246/46302 [42:38:58<6:25:43,  3.82s/it]
 87%|████████▋ | 40247/46302 [42:39:02<6:25:43,  3.82s/it]
 87%|████████▋ | 40248/46302 [42:39:05<6:25:36,  3.82s/it]
 87%|████████▋ | 40249/46302 [42:39:09<6:25:32,  3.82s/it]
 87%|████████▋ | 40250/46302 [42:39:13<6:25:31,  3.82s/it]
 87%|████████▋ | 40251/46302 [42:39:17<6:25:33,  3.82s/it]
 87%|████████▋ | 40252/46302 [42:39:21<6:25:27,  3.82s/it]
 87%|████████▋ | 40253/46302 [42:39:24<6:25:22,  3.82s/it]
 87%|████████▋ | 40254/46302 [42:39:28<6:25:18,  3.82s/it]
 87%|████████▋ | 40255/46302 [42:39:32<6:25:21,  3.82s/it]
 87%|████████▋ | 40256/46302 [42:39:36<6:25:10,  3.82s/it]
 87%|████████▋ | 40257/46302 [42:39:40<6:25:03,  3.82s/it]
 87%|████████▋ | 40258/46302 [42:39:44<6:25:03,  3.82s/it]
 87%|████████▋ | 40259/46302 [42:39:47<6:24:57,  3.82s/it]
 87%|████████▋ | 40260/46302 [42:39:51<6:24:53,  3.82s/it]
 87%|████████▋ | 40261/46302 [42:39:55<6:24:47,  3.82s/it]
 87%|████████▋ | 40262/46302 [42:39:59<6:24:46,  3.82s/it]
 87%|████████▋ | 40263/46302 [42:40:03<6:24:39,  3.82s/it]
 87%|████████▋ | 40264/46302 [42:40:06<6:24:33,  3.82s/it]
 87%|████████▋ | 40265/46302 [42:40:10<6:24:33,  3.82s/it]
 87%|████████▋ | 40266/46302 [42:40:14<6:24:37,  3.82s/it]
 87%|████████▋ | 40267/46302 [42:40:18<6:24:32,  3.82s/it]
 87%|████████▋ | 40268/46302 [42:40:22<6:24:28,  3.82s/it]
 87%|████████▋ | 40269/46302 [42:40:26<6:24:16,  3.82s/it]
 87%|████████▋ | 40270/46302 [42:40:29<6:24:10,  3.82s/it]
 87%|████████▋ | 40271/46302 [42:40:33<6:24:07,  3.82s/it]
 87%|████████▋ | 40272/46302 [42:40:37<6:24:05,  3.82s/it]
 87%|████████▋ | 40273/46302 [42:40:41<6:23:53,  3.82s/it]
 87%|████████▋ | 40274/46302 [42:40:45<6:23:55,  3.82s/it]
 87%|████████▋ | 40275/46302 [42:40:49<6:23:59,  3.82s/it]
 87%|████████▋ | 40276/46302 [42:40:52<6:23:54,  3.82s/it]
 87%|████████▋ | 40277/46302 [42:40:56<6:23:41,  3.82s/it]
 87%|████████▋ | 40278/46302 [42:41:00<6:23:42,  3.82s/it]
 87%|████████▋ | 40279/46302 [42:41:04<6:23:40,  3.82s/it]
 87%|████████▋ | 40280/46302 [42:41:08<6:23:29,  3.82s/it]
 87%|████████▋ | 40281/46302 [42:41:11<6:23:27,  3.82s/it]
 87%|████████▋ | 40282/46302 [42:41:15<6:23:30,  3.82s/it]
 87%|████████▋ | 40283/46302 [42:41:19<6:23:27,  3.82s/it]
 87%|████████▋ | 40284/46302 [42:41:23<6:23:20,  3.82s/it]
 87%|████████▋ | 40285/46302 [42:41:27<6:23:11,  3.82s/it]
 87%|████████▋ | 40286/46302 [42:41:31<6:23:09,  3.82s/it]
 87%|████████▋ | 40287/46302 [42:41:34<6:23:06,  3.82s/it]
 87%|████████▋ | 40288/46302 [42:41:38<6:23:02,  3.82s/it]
 87%|████████▋ | 40289/46302 [42:41:42<6:23:01,  3.82s/it]
 87%|████████▋ | 40290/46302 [42:41:46<6:22:58,  3.82s/it]
 87%|████████▋ | 40291/46302 [42:41:50<6:22:56,  3.82s/it]
 87%|████████▋ | 40292/46302 [42:41:54<6:22:51,  3.82s/it]
 87%|████████▋ | 40293/46302 [42:41:57<6:22:46,  3.82s/it]
 87%|████████▋ | 40294/46302 [42:42:01<6:22:39,  3.82s/it]
 87%|████████▋ | 40295/46302 [42:42:05<6:22:33,  3.82s/it]
 87%|████████▋ | 40296/46302 [42:42:09<6:22:35,  3.82s/it]
 87%|████████▋ | 40297/46302 [42:42:13<6:22:34,  3.82s/it]
 87%|████████▋ | 40298/46302 [42:42:16<6:22:32,  3.82s/it]
 87%|████████▋ | 40299/46302 [42:42:20<6:22:27,  3.82s/it]
 87%|████████▋ | 40300/46302 [42:42:24<6:22:28,  3.82s/it]
 87%|████████▋ | 40301/46302 [42:42:28<6:22:28,  3.82s/it]
 87%|████████▋ | 40302/46302 [42:42:32<6:22:22,  3.82s/it]
 87%|████████▋ | 40303/46302 [42:42:36<6:22:15,  3.82s/it]
 87%|████████▋ | 40304/46302 [42:42:39<6:22:14,  3.82s/it]
 87%|████████▋ | 40305/46302 [42:42:43<6:22:09,  3.82s/it]
 87%|████████▋ | 40306/46302 [42:42:47<6:21:56,  3.82s/it]
 87%|████████▋ | 40307/46302 [42:42:51<6:21:46,  3.82s/it]
 87%|████████▋ | 40308/46302 [42:42:55<6:21:48,  3.82s/it]
 87%|████████▋ | 40309/46302 [42:42:58<6:21:47,  3.82s/it]
 87%|████████▋ | 40310/46302 [42:43:02<6:21:39,  3.82s/it]
 87%|████████▋ | 40311/46302 [42:43:06<6:21:28,  3.82s/it]
 87%|████████▋ | 40312/46302 [42:43:10<6:21:28,  3.82s/it]
 87%|████████▋ | 40313/46302 [42:43:14<6:21:21,  3.82s/it]
 87%|████████▋ | 40314/46302 [42:43:18<6:21:19,  3.82s/it]
 87%|████████▋ | 40315/46302 [42:43:21<6:21:11,  3.82s/it]
 87%|████████▋ | 40316/46302 [42:43:25<6:21:04,  3.82s/it]
 87%|████████▋ | 40317/46302 [42:43:29<6:21:03,  3.82s/it]
 87%|████████▋ | 40318/46302 [42:43:33<6:21:00,  3.82s/it]
 87%|████████▋ | 40319/46302 [42:43:37<6:20:58,  3.82s/it]
 87%|████████▋ | 40320/46302 [42:43:41<6:20:54,  3.82s/it]
 87%|████████▋ | 40321/46302 [42:43:44<6:20:55,  3.82s/it]
 87%|████████▋ | 40322/46302 [42:43:48<6:20:52,  3.82s/it]
 87%|████████▋ | 40323/46302 [42:43:52<6:20:48,  3.82s/it]
 87%|████████▋ | 40324/46302 [42:43:56<6:20:48,  3.82s/it]
 87%|████████▋ | 40325/46302 [42:44:00<6:20:44,  3.82s/it]
 87%|████████▋ | 40326/46302 [42:44:03<6:20:41,  3.82s/it]
 87%|████████▋ | 40327/46302 [42:44:07<6:20:38,  3.82s/it]
 87%|████████▋ | 40328/46302 [42:44:11<6:20:34,  3.82s/it]
 87%|████████▋ | 40329/46302 [42:44:15<6:20:32,  3.82s/it]
 87%|████████▋ | 40330/46302 [42:44:19<6:20:27,  3.82s/it]
 87%|████████▋ | 40331/46302 [42:44:23<6:20:24,  3.82s/it]
 87%|████████▋ | 40332/46302 [42:44:26<6:20:21,  3.82s/it]
 87%|████████▋ | 40333/46302 [42:44:30<6:20:17,  3.82s/it]
 87%|████████▋ | 40334/46302 [42:44:34<6:20:09,  3.82s/it]
 87%|████████▋ | 40335/46302 [42:44:38<6:20:03,  3.82s/it]
 87%|████████▋ | 40336/46302 [42:44:42<6:19:59,  3.82s/it]
 87%|████████▋ | 40337/46302 [42:44:45<6:19:55,  3.82s/it]
 87%|████████▋ | 40338/46302 [42:44:49<6:19:54,  3.82s/it]
 87%|████████▋ | 40339/46302 [42:44:53<6:19:47,  3.82s/it]
 87%|████████▋ | 40340/46302 [42:44:57<6:19:44,  3.82s/it]
 87%|████████▋ | 40341/46302 [42:45:01<6:19:35,  3.82s/it]
 87%|████████▋ | 40342/46302 [42:45:05<6:19:33,  3.82s/it]
 87%|████████▋ | 40343/46302 [42:45:08<6:19:30,  3.82s/it]
 87%|████████▋ | 40344/46302 [42:45:12<6:19:30,  3.82s/it]
 87%|████████▋ | 40345/46302 [42:45:16<6:19:28,  3.82s/it]
 87%|████████▋ | 40346/46302 [42:45:20<6:19:21,  3.82s/it]
 87%|████████▋ | 40347/46302 [42:45:24<6:19:16,  3.82s/it]
 87%|████████▋ | 40348/46302 [42:45:28<6:19:10,  3.82s/it]
 87%|████████▋ | 40349/46302 [42:45:31<6:19:04,  3.82s/it]
 87%|████████▋ | 40350/46302 [42:45:35<6:18:59,  3.82s/it]
 87%|████████▋ | 40351/46302 [42:45:39<6:18:54,  3.82s/it]
 87%|████████▋ | 40352/46302 [42:45:43<6:18:53,  3.82s/it]
 87%|████████▋ | 40353/46302 [42:45:47<6:18:50,  3.82s/it]
 87%|████████▋ | 40354/46302 [42:45:50<6:18:47,  3.82s/it]
 87%|████████▋ | 40355/46302 [42:45:54<6:18:44,  3.82s/it]
 87%|████████▋ | 40356/46302 [42:45:58<6:18:36,  3.82s/it]
 87%|████████▋ | 40357/46302 [42:46:02<6:18:33,  3.82s/it]
 87%|████████▋ | 40358/46302 [42:46:06<6:18:30,  3.82s/it]
 87%|████████▋ | 40359/46302 [42:46:10<6:18:23,  3.82s/it]
 87%|████████▋ | 40360/46302 [42:46:13<6:18:18,  3.82s/it]
 87%|████████▋ | 40361/46302 [42:46:17<6:18:18,  3.82s/it]
 87%|████████▋ | 40362/46302 [42:46:21<6:18:18,  3.82s/it]
 87%|████████▋ | 40363/46302 [42:46:25<6:18:16,  3.82s/it]
 87%|████████▋ | 40364/46302 [42:46:29<6:18:13,  3.82s/it]
 87%|████████▋ | 40365/46302 [42:46:32<6:18:00,  3.82s/it]
 87%|████████▋ | 40366/46302 [42:46:36<6:17:56,  3.82s/it]
 87%|████████▋ | 40367/46302 [42:46:40<6:17:51,  3.82s/it]
 87%|████████▋ | 40368/46302 [42:46:44<6:17:50,  3.82s/it]
 87%|████████▋ | 40369/46302 [42:46:48<6:17:46,  3.82s/it]
 87%|████████▋ | 40370/46302 [42:46:52<6:17:39,  3.82s/it]
 87%|████████▋ | 40371/46302 [42:46:55<6:17:33,  3.82s/it]
 87%|████████▋ | 40372/46302 [42:46:59<6:17:36,  3.82s/it]
 87%|████████▋ | 40373/46302 [42:47:03<6:17:32,  3.82s/it]
 87%|████████▋ | 40374/46302 [42:47:07<6:17:29,  3.82s/it]
 87%|████████▋ | 40375/46302 [42:47:11<6:17:20,  3.82s/it]
 87%|████████▋ | 40376/46302 [42:47:14<6:17:08,  3.82s/it]
 87%|████████▋ | 40377/46302 [42:47:18<6:17:05,  3.82s/it]
 87%|████████▋ | 40378/46302 [42:47:22<6:17:00,  3.82s/it]
 87%|████████▋ | 40379/46302 [42:47:26<6:16:47,  3.82s/it]
 87%|████████▋ | 40380/46302 [42:47:30<6:16:48,  3.82s/it]
 87%|████████▋ | 40381/46302 [42:47:34<6:16:45,  3.82s/it]
 87%|████████▋ | 40382/46302 [42:47:37<6:16:46,  3.82s/it]
 87%|████████▋ | 40383/46302 [42:47:41<6:16:44,  3.82s/it]
 87%|████████▋ | 40384/46302 [42:47:45<6:16:46,  3.82s/it]
 87%|████████▋ | 40385/46302 [42:47:49<6:16:40,  3.82s/it]
 87%|████████▋ | 40386/46302 [42:47:53<6:16:32,  3.82s/it]
 87%|████████▋ | 40387/46302 [42:47:56<6:16:26,  3.82s/it]
 87%|████████▋ | 40388/46302 [42:48:00<6:16:25,  3.82s/it]
 87%|████████▋ | 40389/46302 [42:48:04<6:16:19,  3.82s/it]
 87%|████████▋ | 40390/46302 [42:48:08<6:16:15,  3.82s/it]
 87%|████████▋ | 40391/46302 [42:48:12<6:16:10,  3.82s/it]
 87%|████████▋ | 40392/46302 [42:48:16<6:16:18,  3.82s/it]
 87%|████████▋ | 40393/46302 [42:48:19<6:16:13,  3.82s/it]
 87%|████████▋ | 40394/46302 [42:48:23<6:16:06,  3.82s/it]
 87%|████████▋ | 40395/46302 [42:48:27<6:15:55,  3.82s/it]
 87%|████████▋ | 40396/46302 [42:48:31<6:15:58,  3.82s/it]
 87%|████████▋ | 40397/46302 [42:48:35<6:15:52,  3.82s/it]
 87%|████████▋ | 40398/46302 [42:48:39<6:15:51,  3.82s/it]
 87%|████████▋ | 40399/46302 [42:48:42<6:15:48,  3.82s/it]
 87%|████████▋ | 40400/46302 [42:48:46<6:15:50,  3.82s/it]
 87%|████████▋ | 40401/46302 [42:48:50<6:15:46,  3.82s/it]
 87%|████████▋ | 40402/46302 [42:48:54<6:15:43,  3.82s/it]
 87%|████████▋ | 40403/46302 [42:48:58<6:15:37,  3.82s/it]
 87%|████████▋ | 40404/46302 [42:49:01<6:15:36,  3.82s/it]
 87%|████████▋ | 40405/46302 [42:49:05<6:15:29,  3.82s/it]
 87%|████████▋ | 40406/46302 [42:49:09<6:15:22,  3.82s/it]
 87%|████████▋ | 40407/46302 [42:49:13<6:15:17,  3.82s/it]
 87%|████████▋ | 40408/46302 [42:49:17<6:15:16,  3.82s/it]
 87%|████████▋ | 40409/46302 [42:49:21<6:15:10,  3.82s/it]
 87%|████████▋ | 40410/46302 [42:49:24<6:15:10,  3.82s/it]
 87%|████████▋ | 40411/46302 [42:49:28<6:15:04,  3.82s/it]
 87%|████████▋ | 40412/46302 [42:49:32<6:14:58,  3.82s/it]
 87%|████████▋ | 40413/46302 [42:49:36<6:14:49,  3.82s/it]
 87%|████████▋ | 40414/46302 [42:49:40<6:14:46,  3.82s/it]
 87%|████████▋ | 40415/46302 [42:49:43<6:14:42,  3.82s/it]
 87%|████████▋ | 40416/46302 [42:49:47<6:14:30,  3.82s/it]
 87%|████████▋ | 40417/46302 [42:49:51<6:14:34,  3.82s/it]
 87%|████████▋ | 40418/46302 [42:49:55<6:14:23,  3.82s/it]
 87%|████████▋ | 40419/46302 [42:49:59<6:14:17,  3.82s/it]
 87%|████████▋ | 40420/46302 [42:50:03<6:14:20,  3.82s/it]
 87%|████████▋ | 40421/46302 [42:50:06<6:14:22,  3.82s/it]
 87%|████████▋ | 40422/46302 [42:50:10<6:14:20,  3.82s/it]
 87%|████████▋ | 40423/46302 [42:50:14<6:14:12,  3.82s/it]
 87%|████████▋ | 40424/46302 [42:50:18<6:14:06,  3.82s/it]
 87%|████████▋ | 40425/46302 [42:50:22<6:14:04,  3.82s/it]
 87%|████████▋ | 40426/46302 [42:50:25<6:13:53,  3.82s/it]
 87%|████████▋ | 40427/46302 [42:50:29<6:13:55,  3.82s/it]
 87%|████████▋ | 40428/46302 [42:50:33<6:13:58,  3.82s/it]
 87%|████████▋ | 40429/46302 [42:50:37<6:13:54,  3.82s/it]
 87%|████████▋ | 40430/46302 [42:50:41<6:13:47,  3.82s/it]
 87%|████████▋ | 40431/46302 [42:50:45<6:13:41,  3.82s/it]
 87%|████████▋ | 40432/46302 [42:50:48<6:13:32,  3.82s/it]
 87%|████████▋ | 40433/46302 [42:50:52<6:13:35,  3.82s/it]
 87%|████████▋ | 40434/46302 [42:50:56<6:13:35,  3.82s/it]
 87%|████████▋ | 40435/46302 [42:51:00<6:13:29,  3.82s/it]
 87%|████████▋ | 40436/46302 [42:51:04<6:13:21,  3.82s/it]
 87%|████████▋ | 40437/46302 [42:51:07<6:13:15,  3.82s/it]
 87%|████████▋ | 40438/46302 [42:51:11<6:13:17,  3.82s/it]
 87%|████████▋ | 40439/46302 [42:51:15<6:13:12,  3.82s/it]
 87%|████████▋ | 40440/46302 [42:51:19<6:13:07,  3.82s/it]
 87%|████████▋ | 40441/46302 [42:51:23<6:13:07,  3.82s/it]
 87%|████████▋ | 40442/46302 [42:51:27<6:13:03,  3.82s/it]
 87%|████████▋ | 40443/46302 [42:51:30<6:13:00,  3.82s/it]
 87%|████████▋ | 40444/46302 [42:51:34<6:12:56,  3.82s/it]
 87%|████████▋ | 40445/46302 [42:51:38<6:12:53,  3.82s/it]
 87%|████████▋ | 40446/46302 [42:51:42<6:12:41,  3.82s/it]
 87%|████████▋ | 40447/46302 [42:51:46<6:12:42,  3.82s/it]
 87%|████████▋ | 40448/46302 [42:51:49<6:12:43,  3.82s/it]
 87%|████████▋ | 40449/46302 [42:51:53<6:12:45,  3.82s/it]
 87%|████████▋ | 40450/46302 [42:51:57<6:12:42,  3.82s/it]
 87%|████████▋ | 40451/46302 [42:52:01<6:12:38,  3.82s/it]
 87%|████████▋ | 40452/46302 [42:52:05<6:12:30,  3.82s/it]
 87%|████████▋ | 40453/46302 [42:52:09<6:12:22,  3.82s/it]
 87%|████████▋ | 40454/46302 [42:52:12<6:12:20,  3.82s/it]
 87%|████████▋ | 40455/46302 [42:52:16<6:12:15,  3.82s/it]
 87%|████████▋ | 40456/46302 [42:52:20<6:12:11,  3.82s/it]
 87%|████████▋ | 40457/46302 [42:52:24<6:12:10,  3.82s/it]
 87%|████████▋ | 40458/46302 [42:52:28<6:12:06,  3.82s/it]
 87%|████████▋ | 40459/46302 [42:52:32<6:11:59,  3.82s/it]
 87%|████████▋ | 40460/46302 [42:52:35<6:11:58,  3.82s/it]
 87%|████████▋ | 40461/46302 [42:52:39<6:11:52,  3.82s/it]
 87%|████████▋ | 40462/46302 [42:52:43<6:11:52,  3.82s/it]
 87%|████████▋ | 40463/46302 [42:52:47<6:11:44,  3.82s/it]
 87%|████████▋ | 40464/46302 [42:52:51<6:11:43,  3.82s/it]
 87%|████████▋ | 40465/46302 [42:52:54<6:11:40,  3.82s/it]
 87%|████████▋ | 40466/46302 [42:52:58<6:11:34,  3.82s/it]
 87%|████████▋ | 40467/46302 [42:53:02<6:11:33,  3.82s/it]
 87%|████████▋ | 40468/46302 [42:53:06<6:11:25,  3.82s/it]
 87%|████████▋ | 40469/46302 [42:53:10<6:11:18,  3.82s/it]
 87%|████████▋ | 40470/46302 [42:53:14<6:11:17,  3.82s/it]
 87%|████████▋ | 40471/46302 [42:53:17<6:11:08,  3.82s/it]
 87%|████████▋ | 40472/46302 [42:53:21<6:11:06,  3.82s/it]
 87%|████████▋ | 40473/46302 [42:53:25<6:11:03,  3.82s/it]
 87%|████████▋ | 40474/46302 [42:53:29<6:10:56,  3.82s/it]
 87%|████████▋ | 40475/46302 [42:53:33<6:10:51,  3.82s/it]
 87%|████████▋ | 40476/46302 [42:53:36<6:10:46,  3.82s/it]
 87%|████████▋ | 40477/46302 [42:53:40<6:10:46,  3.82s/it]
 87%|████████▋ | 40478/46302 [42:53:44<6:10:41,  3.82s/it]
 87%|████████▋ | 40479/46302 [42:53:48<6:10:45,  3.82s/it]
 87%|████████▋ | 40480/46302 [42:53:52<6:10:34,  3.82s/it]
 87%|████████▋ | 40481/46302 [42:53:56<6:10:24,  3.82s/it]
 87%|████████▋ | 40482/46302 [42:53:59<6:10:23,  3.82s/it]
 87%|████████▋ | 40483/46302 [42:54:03<6:10:12,  3.82s/it]
 87%|████████▋ | 40484/46302 [42:54:07<6:10:13,  3.82s/it]
 87%|████████▋ | 40485/46302 [42:54:11<6:10:10,  3.82s/it]
 87%|████████▋ | 40486/46302 [42:54:15<6:10:10,  3.82s/it]
 87%|████████▋ | 40487/46302 [42:54:18<6:10:02,  3.82s/it]
 87%|████████▋ | 40488/46302 [42:54:22<6:10:00,  3.82s/it]
 87%|████████▋ | 40489/46302 [42:54:26<6:09:58,  3.82s/it]
 87%|████████▋ | 40490/46302 [42:54:30<6:09:54,  3.82s/it]
 87%|████████▋ | 40491/46302 [42:54:34<6:09:48,  3.82s/it]
 87%|████████▋ | 40492/46302 [42:54:38<6:09:48,  3.82s/it]
 87%|████████▋ | 40493/46302 [42:54:41<6:09:47,  3.82s/it]
 87%|████████▋ | 40494/46302 [42:54:45<6:09:46,  3.82s/it]
 87%|████████▋ | 40495/46302 [42:54:49<6:09:44,  3.82s/it]
 87%|████████▋ | 40496/46302 [42:54:53<6:09:45,  3.82s/it]
 87%|████████▋ | 40497/46302 [42:54:57<6:09:35,  3.82s/it]
 87%|████████▋ | 40498/46302 [42:55:00<6:09:26,  3.82s/it]
 87%|████████▋ | 40499/46302 [42:55:04<6:09:21,  3.82s/it]
 87%|████████▋ | 40500/46302 [42:55:08<6:09:23,  3.82s/it]
                                                          
{'loss': 3.0814, 'learning_rate': 0.0006403690786278752, 'epoch': 0.87}

 87%|████████▋ | 40500/46302 [42:55:08<6:09:23,  3.82s/it]
 87%|████████▋ | 40501/46302 [42:55:12<6:09:28,  3.82s/it]
 87%|████████▋ | 40502/46302 [42:55:16<6:09:19,  3.82s/it]
 87%|████████▋ | 40503/46302 [42:55:20<6:09:14,  3.82s/it]
 87%|████████▋ | 40504/46302 [42:55:23<6:09:09,  3.82s/it]
 87%|████████▋ | 40505/46302 [42:55:27<6:09:07,  3.82s/it]
 87%|████████▋ | 40506/46302 [42:55:31<6:08:59,  3.82s/it]
 87%|████████▋ | 40507/46302 [42:55:35<6:08:55,  3.82s/it]
 87%|████████▋ | 40508/46302 [42:55:39<6:08:49,  3.82s/it]
 87%|████████▋ | 40509/46302 [42:55:42<6:08:48,  3.82s/it]
 87%|████████▋ | 40510/46302 [42:55:46<6:08:41,  3.82s/it]
 87%|████████▋ | 40511/46302 [42:55:50<6:08:40,  3.82s/it]
 87%|████████▋ | 40512/46302 [42:55:54<6:08:35,  3.82s/it]
 87%|████████▋ | 40513/46302 [42:55:58<6:08:30,  3.82s/it]
 87%|████████▋ | 40514/46302 [42:56:02<6:08:24,  3.82s/it]
 88%|████████▊ | 40515/46302 [42:56:05<6:08:13,  3.82s/it]
 88%|████████▊ | 40516/46302 [42:56:09<6:08:16,  3.82s/it]
 88%|████████▊ | 40517/46302 [42:56:13<6:08:19,  3.82s/it]
 88%|████████▊ | 40518/46302 [42:56:17<6:08:16,  3.82s/it]
 88%|████████▊ | 40519/46302 [42:56:21<6:08:15,  3.82s/it]
 88%|████████▊ | 40520/46302 [42:56:24<6:08:09,  3.82s/it]
 88%|████████▊ | 40521/46302 [42:56:28<6:08:07,  3.82s/it]
 88%|████████▊ | 40522/46302 [42:56:32<6:08:04,  3.82s/it]
 88%|████████▊ | 40523/46302 [42:56:36<6:07:59,  3.82s/it]
 88%|████████▊ | 40524/46302 [42:56:40<6:07:54,  3.82s/it]
 88%|████████▊ | 40525/46302 [42:56:44<6:07:53,  3.82s/it]
 88%|████████▊ | 40526/46302 [42:56:47<6:07:54,  3.82s/it]
 88%|████████▊ | 40527/46302 [42:56:51<6:07:47,  3.82s/it]
 88%|████████▊ | 40528/46302 [42:56:55<6:07:38,  3.82s/it]
 88%|████████▊ | 40529/46302 [42:56:59<6:07:36,  3.82s/it]
 88%|████████▊ | 40530/46302 [42:57:03<6:07:35,  3.82s/it]
 88%|████████▊ | 40531/46302 [42:57:07<6:07:33,  3.82s/it]
 88%|████████▊ | 40532/46302 [42:57:10<6:07:25,  3.82s/it]
 88%|████████▊ | 40533/46302 [42:57:14<6:07:20,  3.82s/it]
 88%|████████▊ | 40534/46302 [42:57:18<6:07:18,  3.82s/it]
 88%|████████▊ | 40535/46302 [42:57:22<6:07:11,  3.82s/it]
 88%|████████▊ | 40536/46302 [42:57:26<6:07:07,  3.82s/it]
 88%|████████▊ | 40537/46302 [42:57:29<6:07:08,  3.82s/it]
 88%|████████▊ | 40538/46302 [42:57:33<6:07:10,  3.82s/it]
 88%|████████▊ | 40539/46302 [42:57:37<6:07:02,  3.82s/it]
 88%|████████▊ | 40540/46302 [42:57:41<6:06:56,  3.82s/it]
 88%|████████▊ | 40541/46302 [42:57:45<6:06:50,  3.82s/it]
 88%|████████▊ | 40542/46302 [42:57:49<6:06:39,  3.82s/it]
 88%|████████▊ | 40543/46302 [42:57:52<6:06:34,  3.82s/it]
 88%|████████▊ | 40544/46302 [42:57:56<6:06:30,  3.82s/it]
 88%|████████▊ | 40545/46302 [42:58:00<6:06:30,  3.82s/it]
 88%|████████▊ | 40546/46302 [42:58:04<6:06:25,  3.82s/it]
 88%|████████▊ | 40547/46302 [42:58:08<6:06:27,  3.82s/it]
 88%|████████▊ | 40548/46302 [42:58:11<6:06:17,  3.82s/it]
 88%|████████▊ | 40549/46302 [42:58:15<6:06:17,  3.82s/it]
 88%|████████▊ | 40550/46302 [42:58:19<6:06:12,  3.82s/it]
 88%|████████▊ | 40551/46302 [42:58:23<6:06:07,  3.82s/it]
 88%|████████▊ | 40552/46302 [42:58:27<6:06:01,  3.82s/it]
 88%|████████▊ | 40553/46302 [42:58:31<6:05:59,  3.82s/it]
 88%|████████▊ | 40554/46302 [42:58:34<6:05:57,  3.82s/it]
 88%|████████▊ | 40555/46302 [42:58:38<6:05:56,  3.82s/it]
 88%|████████▊ | 40556/46302 [42:58:42<6:05:52,  3.82s/it]
 88%|████████▊ | 40557/46302 [42:58:46<6:05:50,  3.82s/it]
 88%|████████▊ | 40558/46302 [42:58:50<6:05:34,  3.82s/it]
 88%|████████▊ | 40559/46302 [42:58:53<6:05:34,  3.82s/it]
 88%|████████▊ | 40560/46302 [42:58:57<6:05:26,  3.82s/it]
 88%|████████▊ | 40561/46302 [42:59:01<6:05:22,  3.82s/it]
 88%|████████▊ | 40562/46302 [42:59:05<6:05:22,  3.82s/it]
 88%|████████▊ | 40563/46302 [42:59:09<6:05:19,  3.82s/it]
 88%|████████▊ | 40564/46302 [42:59:13<6:05:15,  3.82s/it]
 88%|████████▊ | 40565/46302 [42:59:16<6:05:08,  3.82s/it]
 88%|████████▊ | 40566/46302 [42:59:20<6:05:06,  3.82s/it]
 88%|████████▊ | 40567/46302 [42:59:24<6:05:16,  3.82s/it]
 88%|████████▊ | 40568/46302 [42:59:28<6:05:08,  3.82s/it]
 88%|████████▊ | 40569/46302 [42:59:32<6:05:06,  3.82s/it]
 88%|████████▊ | 40570/46302 [42:59:36<6:05:01,  3.82s/it]
 88%|████████▊ | 40571/46302 [42:59:39<6:04:58,  3.82s/it]
 88%|████████▊ | 40572/46302 [42:59:43<6:04:51,  3.82s/it]
 88%|████████▊ | 40573/46302 [42:59:47<6:04:54,  3.82s/it]
 88%|████████▊ | 40574/46302 [42:59:51<6:04:46,  3.82s/it]
 88%|████████▊ | 40575/46302 [42:59:55<6:04:44,  3.82s/it]
 88%|████████▊ | 40576/46302 [42:59:58<6:04:39,  3.82s/it]
 88%|████████▊ | 40577/46302 [43:00:02<6:04:34,  3.82s/it]
 88%|████████▊ | 40578/46302 [43:00:06<6:04:33,  3.82s/it]
 88%|████████▊ | 40579/46302 [43:00:10<6:04:30,  3.82s/it]
 88%|████████▊ | 40580/46302 [43:00:14<6:04:26,  3.82s/it]
 88%|████████▊ | 40581/46302 [43:00:18<6:04:28,  3.82s/it]
 88%|████████▊ | 40582/46302 [43:00:21<6:04:22,  3.82s/it]
 88%|████████▊ | 40583/46302 [43:00:25<6:04:22,  3.82s/it]
 88%|████████▊ | 40584/46302 [43:00:29<6:04:16,  3.82s/it]
 88%|████████▊ | 40585/46302 [43:00:33<6:04:12,  3.82s/it]
 88%|████████▊ | 40586/46302 [43:00:37<6:03:52,  3.82s/it]
 88%|████████▊ | 40587/46302 [43:00:40<6:03:52,  3.82s/it]
 88%|████████▊ | 40588/46302 [43:00:44<6:03:48,  3.82s/it]
 88%|████████▊ | 40589/46302 [43:00:48<6:03:49,  3.82s/it]
 88%|████████▊ | 40590/46302 [43:00:52<6:03:47,  3.82s/it]
 88%|████████▊ | 40591/46302 [43:00:56<6:03:45,  3.82s/it]
 88%|████████▊ | 40592/46302 [43:01:00<6:03:43,  3.82s/it]
 88%|████████▊ | 40593/46302 [43:01:03<6:03:36,  3.82s/it]
 88%|████████▊ | 40594/46302 [43:01:07<6:03:35,  3.82s/it]
 88%|████████▊ | 40595/46302 [43:01:11<6:03:33,  3.82s/it]
 88%|████████▊ | 40596/46302 [43:01:15<6:03:27,  3.82s/it]
 88%|████████▊ | 40597/46302 [43:01:19<6:03:19,  3.82s/it]
 88%|████████▊ | 40598/46302 [43:01:23<6:03:11,  3.82s/it]
 88%|████████▊ | 40599/46302 [43:01:26<6:03:02,  3.82s/it]
 88%|████████▊ | 40600/46302 [43:01:30<6:02:56,  3.82s/it]
 88%|████████▊ | 40601/46302 [43:01:34<6:02:53,  3.82s/it]
 88%|████████▊ | 40602/46302 [43:01:38<6:02:46,  3.82s/it]
 88%|████████▊ | 40603/46302 [43:01:42<6:02:40,  3.82s/it]
 88%|████████▊ | 40604/46302 [43:01:45<6:02:30,  3.82s/it]
 88%|████████▊ | 40605/46302 [43:01:49<6:02:32,  3.82s/it]
 88%|████████▊ | 40606/46302 [43:01:53<6:02:30,  3.82s/it]
 88%|████████▊ | 40607/46302 [43:01:57<6:02:28,  3.82s/it]
 88%|████████▊ | 40608/46302 [43:02:01<6:02:30,  3.82s/it]
 88%|████████▊ | 40609/46302 [43:02:05<6:02:27,  3.82s/it]
 88%|████████▊ | 40610/46302 [43:02:08<6:02:21,  3.82s/it]
 88%|████████▊ | 40611/46302 [43:02:12<6:02:17,  3.82s/it]
 88%|████████▊ | 40612/46302 [43:02:16<6:02:07,  3.82s/it]
 88%|████████▊ | 40613/46302 [43:02:20<6:02:06,  3.82s/it]
 88%|████████▊ | 40614/46302 [43:02:24<6:02:04,  3.82s/it]
 88%|████████▊ | 40615/46302 [43:02:27<6:02:00,  3.82s/it]
 88%|████████▊ | 40616/46302 [43:02:31<6:01:56,  3.82s/it]
 88%|████████▊ | 40617/46302 [43:02:35<6:01:52,  3.82s/it]
 88%|████████▊ | 40618/46302 [43:02:39<6:01:48,  3.82s/it]
 88%|████████▊ | 40619/46302 [43:02:43<6:01:43,  3.82s/it]
 88%|████████▊ | 40620/46302 [43:02:47<6:01:40,  3.82s/it]
 88%|████████▊ | 40621/46302 [43:02:50<6:01:33,  3.82s/it]
 88%|████████▊ | 40622/46302 [43:02:54<6:01:31,  3.82s/it]
 88%|████████▊ | 40623/46302 [43:02:58<6:01:23,  3.82s/it]
 88%|████████▊ | 40624/46302 [43:03:02<6:01:28,  3.82s/it]
 88%|████████▊ | 40625/46302 [43:03:06<6:01:22,  3.82s/it]
 88%|████████▊ | 40626/46302 [43:03:09<6:01:22,  3.82s/it]
 88%|████████▊ | 40627/46302 [43:03:13<6:01:19,  3.82s/it]
 88%|████████▊ | 40628/46302 [43:03:17<6:01:09,  3.82s/it]
 88%|████████▊ | 40629/46302 [43:03:21<6:01:06,  3.82s/it]
 88%|████████▊ | 40630/46302 [43:03:25<6:00:59,  3.82s/it]
 88%|████████▊ | 40631/46302 [43:03:29<6:00:59,  3.82s/it]
 88%|████████▊ | 40632/46302 [43:03:32<6:01:04,  3.82s/it]
 88%|████████▊ | 40633/46302 [43:03:36<6:01:02,  3.82s/it]
 88%|████████▊ | 40634/46302 [43:03:40<6:00:54,  3.82s/it]
 88%|████████▊ | 40635/46302 [43:03:44<6:00:51,  3.82s/it]
 88%|████████▊ | 40636/46302 [43:03:48<6:00:39,  3.82s/it]
 88%|████████▊ | 40637/46302 [43:03:51<6:00:38,  3.82s/it]
 88%|████████▊ | 40638/46302 [43:03:55<6:00:31,  3.82s/it]
 88%|████████▊ | 40639/46302 [43:03:59<6:00:24,  3.82s/it]
 88%|████████▊ | 40640/46302 [43:04:03<6:00:19,  3.82s/it]
 88%|████████▊ | 40641/46302 [43:04:07<6:00:18,  3.82s/it]
 88%|████████▊ | 40642/46302 [43:04:11<6:00:08,  3.82s/it]
 88%|████████▊ | 40643/46302 [43:04:14<6:00:01,  3.82s/it]
 88%|████████▊ | 40644/46302 [43:04:18<5:59:53,  3.82s/it]
 88%|████████▊ | 40645/46302 [43:04:22<5:59:56,  3.82s/it]
 88%|████████▊ | 40646/46302 [43:04:26<5:59:54,  3.82s/it]
 88%|████████▊ | 40647/46302 [43:04:30<5:59:54,  3.82s/it]
 88%|████████▊ | 40648/46302 [43:04:33<5:59:52,  3.82s/it]
 88%|████████▊ | 40649/46302 [43:04:37<5:59:50,  3.82s/it]
 88%|████████▊ | 40650/46302 [43:04:41<5:59:41,  3.82s/it]
 88%|████████▊ | 40651/46302 [43:04:45<5:59:41,  3.82s/it]
 88%|████████▊ | 40652/46302 [43:04:49<5:59:38,  3.82s/it]
 88%|████████▊ | 40653/46302 [43:04:53<5:59:32,  3.82s/it]
 88%|████████▊ | 40654/46302 [43:04:56<5:59:28,  3.82s/it]
 88%|████████▊ | 40655/46302 [43:05:00<5:59:25,  3.82s/it]
 88%|████████▊ | 40656/46302 [43:05:04<5:59:16,  3.82s/it]
 88%|████████▊ | 40657/46302 [43:05:08<5:59:16,  3.82s/it]
 88%|████████▊ | 40658/46302 [43:05:12<5:59:19,  3.82s/it]
 88%|████████▊ | 40659/46302 [43:05:15<5:59:15,  3.82s/it]
 88%|████████▊ | 40660/46302 [43:05:19<5:59:10,  3.82s/it]
 88%|████████▊ | 40661/46302 [43:05:23<5:59:02,  3.82s/it]
 88%|████████▊ | 40662/46302 [43:05:27<5:58:58,  3.82s/it]
 88%|████████▊ | 40663/46302 [43:05:31<5:58:58,  3.82s/it]
 88%|████████▊ | 40664/46302 [43:05:35<5:58:50,  3.82s/it]
 88%|████████▊ | 40665/46302 [43:05:38<5:58:47,  3.82s/it]
 88%|████████▊ | 40666/46302 [43:05:42<5:58:44,  3.82s/it]
 88%|████████▊ | 40667/46302 [43:05:46<5:58:41,  3.82s/it]
 88%|████████▊ | 40668/46302 [43:05:50<5:58:34,  3.82s/it]
 88%|████████▊ | 40669/46302 [43:05:54<5:58:36,  3.82s/it]
 88%|████████▊ | 40670/46302 [43:05:57<5:58:25,  3.82s/it]
 88%|████████▊ | 40671/46302 [43:06:01<5:58:23,  3.82s/it]
 88%|████████▊ | 40672/46302 [43:06:05<5:58:21,  3.82s/it]
 88%|████████▊ | 40673/46302 [43:06:09<5:58:20,  3.82s/it]
 88%|████████▊ | 40674/46302 [43:06:13<5:58:14,  3.82s/it]
 88%|████████▊ | 40675/46302 [43:06:17<5:58:11,  3.82s/it]
 88%|████████▊ | 40676/46302 [43:06:20<5:58:06,  3.82s/it]
 88%|████████▊ | 40677/46302 [43:06:24<5:58:04,  3.82s/it]
 88%|████████▊ | 40678/46302 [43:06:28<5:58:00,  3.82s/it]
 88%|████████▊ | 40679/46302 [43:06:32<5:57:59,  3.82s/it]
 88%|████████▊ | 40680/46302 [43:06:36<5:57:52,  3.82s/it]
 88%|████████▊ | 40681/46302 [43:06:39<5:57:50,  3.82s/it]
 88%|████████▊ | 40682/46302 [43:06:43<5:57:47,  3.82s/it]
 88%|████████▊ | 40683/46302 [43:06:47<5:57:44,  3.82s/it]
 88%|████████▊ | 40684/46302 [43:06:51<5:57:28,  3.82s/it]
 88%|████████▊ | 40685/46302 [43:06:55<5:57:28,  3.82s/it]
 88%|████████▊ | 40686/46302 [43:06:59<5:57:24,  3.82s/it]
 88%|████████▊ | 40687/46302 [43:07:02<5:57:22,  3.82s/it]
 88%|████████▊ | 40688/46302 [43:07:06<5:57:20,  3.82s/it]
 88%|████████▊ | 40689/46302 [43:07:10<5:57:14,  3.82s/it]
 88%|████████▊ | 40690/46302 [43:07:14<5:57:07,  3.82s/it]
 88%|████████▊ | 40691/46302 [43:07:18<5:57:02,  3.82s/it]
 88%|████████▊ | 40692/46302 [43:07:21<5:56:59,  3.82s/it]
 88%|████████▊ | 40693/46302 [43:07:25<5:56:57,  3.82s/it]
 88%|████████▊ | 40694/46302 [43:07:29<5:56:51,  3.82s/it]
 88%|████████▊ | 40695/46302 [43:07:33<5:56:39,  3.82s/it]
 88%|████████▊ | 40696/46302 [43:07:37<5:56:43,  3.82s/it]
 88%|████████▊ | 40697/46302 [43:07:41<5:56:43,  3.82s/it]
 88%|████████▊ | 40698/46302 [43:07:44<5:56:42,  3.82s/it]
 88%|████████▊ | 40699/46302 [43:07:48<5:56:40,  3.82s/it]
 88%|████████▊ | 40700/46302 [43:07:52<5:56:40,  3.82s/it]
 88%|████████▊ | 40701/46302 [43:07:56<5:56:35,  3.82s/it]
 88%|████████▊ | 40702/46302 [43:08:00<5:56:33,  3.82s/it]
 88%|████████▊ | 40703/46302 [43:08:04<5:56:31,  3.82s/it]
 88%|████████▊ | 40704/46302 [43:08:07<5:56:25,  3.82s/it]
 88%|████████▊ | 40705/46302 [43:08:11<5:56:23,  3.82s/it]
 88%|████████▊ | 40706/46302 [43:08:15<5:56:16,  3.82s/it]
 88%|████████▊ | 40707/46302 [43:08:19<5:56:14,  3.82s/it]
 88%|████████▊ | 40708/46302 [43:08:23<5:56:12,  3.82s/it]
 88%|████████▊ | 40709/46302 [43:08:26<5:56:09,  3.82s/it]
 88%|████████▊ | 40710/46302 [43:08:30<5:56:05,  3.82s/it]
 88%|████████▊ | 40711/46302 [43:08:34<5:55:59,  3.82s/it]
 88%|████████▊ | 40712/46302 [43:08:38<5:55:54,  3.82s/it]
 88%|████████▊ | 40713/46302 [43:08:42<5:55:52,  3.82s/it]
 88%|████████▊ | 40714/46302 [43:08:46<5:55:48,  3.82s/it]
 88%|████████▊ | 40715/46302 [43:08:49<5:55:45,  3.82s/it]
 88%|████████▊ | 40716/46302 [43:08:53<5:55:33,  3.82s/it]
 88%|████████▊ | 40717/46302 [43:08:57<5:55:31,  3.82s/it]
 88%|████████▊ | 40718/46302 [43:09:01<5:55:27,  3.82s/it]
 88%|████████▊ | 40719/46302 [43:09:05<5:55:29,  3.82s/it]
 88%|████████▊ | 40720/46302 [43:09:08<5:55:21,  3.82s/it]
 88%|████████▊ | 40721/46302 [43:09:12<5:55:20,  3.82s/it]
 88%|████████▊ | 40722/46302 [43:09:16<5:55:16,  3.82s/it]
 88%|████████▊ | 40723/46302 [43:09:20<5:55:13,  3.82s/it]
 88%|████████▊ | 40724/46302 [43:09:24<5:55:11,  3.82s/it]
 88%|████████▊ | 40725/46302 [43:09:28<5:55:07,  3.82s/it]
 88%|████████▊ | 40726/46302 [43:09:31<5:55:07,  3.82s/it]
 88%|████████▊ | 40727/46302 [43:09:35<5:55:04,  3.82s/it]
 88%|████████▊ | 40728/46302 [43:09:39<5:54:46,  3.82s/it]
 88%|████████▊ | 40729/46302 [43:09:43<5:54:43,  3.82s/it]
 88%|████████▊ | 40730/46302 [43:09:47<5:54:40,  3.82s/it]
 88%|████████▊ | 40731/46302 [43:09:50<5:54:45,  3.82s/it]
 88%|████████▊ | 40732/46302 [43:09:54<5:54:39,  3.82s/it]
 88%|████████▊ | 40733/46302 [43:09:58<5:54:36,  3.82s/it]
 88%|████████▊ | 40734/46302 [43:10:02<5:54:28,  3.82s/it]
 88%|████████▊ | 40735/46302 [43:10:06<5:54:30,  3.82s/it]
 88%|████████▊ | 40736/46302 [43:10:10<5:54:25,  3.82s/it]
 88%|████████▊ | 40737/46302 [43:10:13<5:54:22,  3.82s/it]
 88%|████████▊ | 40738/46302 [43:10:17<5:54:16,  3.82s/it]
 88%|████████▊ | 40739/46302 [43:10:21<5:54:15,  3.82s/it]
 88%|████████▊ | 40740/46302 [43:10:25<5:54:08,  3.82s/it]
 88%|████████▊ | 40741/46302 [43:10:29<5:54:00,  3.82s/it]
 88%|████████▊ | 40742/46302 [43:10:32<5:54:02,  3.82s/it]
 88%|████████▊ | 40743/46302 [43:10:36<5:53:53,  3.82s/it]
 88%|████████▊ | 40744/46302 [43:10:40<5:53:37,  3.82s/it]
 88%|████████▊ | 40745/46302 [43:10:44<5:53:42,  3.82s/it]
 88%|████████▊ | 40746/46302 [43:10:48<5:53:43,  3.82s/it]
 88%|████████▊ | 40747/46302 [43:10:52<5:53:24,  3.82s/it]
 88%|████████▊ | 40748/46302 [43:10:55<5:53:28,  3.82s/it]
 88%|████████▊ | 40749/46302 [43:10:59<5:53:26,  3.82s/it]
 88%|████████▊ | 40750/46302 [43:11:03<5:53:22,  3.82s/it]
 88%|████████▊ | 40751/46302 [43:11:07<5:53:26,  3.82s/it]
 88%|████████▊ | 40752/46302 [43:11:11<5:53:26,  3.82s/it]
 88%|████████▊ | 40753/46302 [43:11:15<5:53:24,  3.82s/it]
 88%|████████▊ | 40754/46302 [43:11:18<5:53:24,  3.82s/it]
 88%|████████▊ | 40755/46302 [43:11:22<5:53:20,  3.82s/it]
 88%|████████▊ | 40756/46302 [43:11:26<5:53:11,  3.82s/it]
 88%|████████▊ | 40757/46302 [43:11:30<5:53:09,  3.82s/it]
 88%|████████▊ | 40758/46302 [43:11:34<5:53:04,  3.82s/it]
 88%|████████▊ | 40759/46302 [43:11:37<5:53:04,  3.82s/it]
 88%|████████▊ | 40760/46302 [43:11:41<5:53:06,  3.82s/it]
 88%|████████▊ | 40761/46302 [43:11:45<5:53:00,  3.82s/it]
 88%|████████▊ | 40762/46302 [43:11:49<5:52:56,  3.82s/it]
 88%|████████▊ | 40763/46302 [43:11:53<5:52:52,  3.82s/it]
 88%|████████▊ | 40764/46302 [43:11:57<5:52:41,  3.82s/it]
 88%|████████▊ | 40765/46302 [43:12:00<5:52:32,  3.82s/it]
 88%|████████▊ | 40766/46302 [43:12:04<5:52:34,  3.82s/it]
 88%|████████▊ | 40767/46302 [43:12:08<5:52:26,  3.82s/it]
 88%|████████▊ | 40768/46302 [43:12:12<5:52:21,  3.82s/it]
 88%|████████▊ | 40769/46302 [43:12:16<5:52:18,  3.82s/it]
 88%|████████▊ | 40770/46302 [43:12:19<5:52:18,  3.82s/it]
 88%|████████▊ | 40771/46302 [43:12:23<5:52:17,  3.82s/it]
 88%|████████▊ | 40772/46302 [43:12:27<5:52:11,  3.82s/it]
 88%|████████▊ | 40773/46302 [43:12:31<5:52:06,  3.82s/it]
 88%|████████▊ | 40774/46302 [43:12:35<5:52:04,  3.82s/it]
 88%|████████▊ | 40775/46302 [43:12:39<5:51:59,  3.82s/it]
 88%|████████▊ | 40776/46302 [43:12:42<5:51:55,  3.82s/it]
 88%|████████▊ | 40777/46302 [43:12:46<5:51:52,  3.82s/it]
 88%|████████▊ | 40778/46302 [43:12:50<5:51:49,  3.82s/it]
 88%|████████▊ | 40779/46302 [43:12:54<5:51:47,  3.82s/it]
 88%|████████▊ | 40780/46302 [43:12:58<5:51:41,  3.82s/it]
 88%|████████▊ | 40781/46302 [43:13:02<5:51:32,  3.82s/it]
 88%|████████▊ | 40782/46302 [43:13:05<5:51:32,  3.82s/it]
 88%|████████▊ | 40783/46302 [43:13:09<5:51:29,  3.82s/it]
 88%|████████▊ | 40784/46302 [43:13:13<5:51:24,  3.82s/it]
 88%|████████▊ | 40785/46302 [43:13:17<5:51:18,  3.82s/it]
 88%|████████▊ | 40786/46302 [43:13:21<5:51:18,  3.82s/it]
 88%|████████▊ | 40787/46302 [43:13:24<5:51:10,  3.82s/it]
 88%|████████▊ | 40788/46302 [43:13:28<5:51:03,  3.82s/it]
 88%|████████▊ | 40789/46302 [43:13:32<5:50:42,  3.82s/it]
 88%|████████▊ | 40790/46302 [43:13:36<5:50:45,  3.82s/it]
 88%|████████▊ | 40791/46302 [43:13:40<5:50:47,  3.82s/it]
 88%|████████▊ | 40792/46302 [43:13:44<5:50:50,  3.82s/it]
 88%|████████▊ | 40793/46302 [43:13:47<5:50:51,  3.82s/it]
 88%|████████▊ | 40794/46302 [43:13:51<5:50:34,  3.82s/it]
 88%|████████▊ | 40795/46302 [43:13:55<5:50:36,  3.82s/it]
 88%|████████▊ | 40796/46302 [43:13:59<5:50:32,  3.82s/it]
 88%|████████▊ | 40797/46302 [43:14:03<5:50:36,  3.82s/it]
 88%|████████▊ | 40798/46302 [43:14:06<5:50:33,  3.82s/it]
 88%|████████▊ | 40799/46302 [43:14:10<5:50:29,  3.82s/it]
 88%|████████▊ | 40800/46302 [43:14:14<5:50:27,  3.82s/it]
 88%|████████▊ | 40801/46302 [43:14:18<5:50:22,  3.82s/it]
 88%|████████▊ | 40802/46302 [43:14:22<5:50:16,  3.82s/it]
 88%|████████▊ | 40803/46302 [43:14:26<5:50:12,  3.82s/it]
 88%|████████▊ | 40804/46302 [43:14:29<5:50:06,  3.82s/it]
 88%|████████▊ | 40805/46302 [43:14:33<5:49:57,  3.82s/it]
 88%|████████▊ | 40806/46302 [43:14:37<5:49:53,  3.82s/it]
 88%|████████▊ | 40807/46302 [43:14:41<5:49:49,  3.82s/it]
 88%|████████▊ | 40808/46302 [43:14:45<5:49:50,  3.82s/it]
 88%|████████▊ | 40809/46302 [43:14:48<5:49:44,  3.82s/it]
 88%|████████▊ | 40810/46302 [43:14:52<5:49:40,  3.82s/it]
 88%|████████▊ | 40811/46302 [43:14:56<5:49:37,  3.82s/it]
 88%|████████▊ | 40812/46302 [43:15:00<5:49:32,  3.82s/it]
 88%|████████▊ | 40813/46302 [43:15:04<5:49:27,  3.82s/it]
 88%|████████▊ | 40814/46302 [43:15:08<5:49:23,  3.82s/it]
 88%|████████▊ | 40815/46302 [43:15:11<5:49:21,  3.82s/it]
 88%|████████▊ | 40816/46302 [43:15:15<5:49:08,  3.82s/it]
 88%|████████▊ | 40817/46302 [43:15:19<5:49:03,  3.82s/it]
 88%|████████▊ | 40818/46302 [43:15:23<5:49:01,  3.82s/it]
 88%|████████▊ | 40819/46302 [43:15:27<5:49:01,  3.82s/it]
 88%|████████▊ | 40820/46302 [43:15:30<5:48:59,  3.82s/it]
 88%|████████▊ | 40821/46302 [43:15:34<5:48:47,  3.82s/it]
 88%|████████▊ | 40822/46302 [43:15:38<5:48:37,  3.82s/it]
 88%|████████▊ | 40823/46302 [43:15:42<5:48:26,  3.82s/it]
 88%|████████▊ | 40824/46302 [43:15:46<5:48:30,  3.82s/it]
 88%|████████▊ | 40825/46302 [43:15:50<5:47:58,  3.81s/it]
 88%|████████▊ | 40826/46302 [43:15:53<5:48:07,  3.81s/it]
 88%|████████▊ | 40827/46302 [43:15:57<5:48:16,  3.82s/it]
 88%|████████▊ | 40828/46302 [43:16:01<5:48:15,  3.82s/it]
 88%|████████▊ | 40829/46302 [43:16:05<5:48:17,  3.82s/it]
 88%|████████▊ | 40830/46302 [43:16:09<5:48:19,  3.82s/it]
 88%|████████▊ | 40831/46302 [43:16:12<5:48:22,  3.82s/it]
 88%|████████▊ | 40832/46302 [43:16:16<5:48:23,  3.82s/it]
 88%|████████▊ | 40833/46302 [43:16:20<5:48:19,  3.82s/it]
 88%|████████▊ | 40834/46302 [43:16:24<5:48:16,  3.82s/it]
 88%|████████▊ | 40835/46302 [43:16:28<5:48:13,  3.82s/it]
 88%|████████▊ | 40836/46302 [43:16:32<5:47:53,  3.82s/it]
 88%|████████▊ | 40837/46302 [43:16:35<5:47:55,  3.82s/it]
 88%|████████▊ | 40838/46302 [43:16:39<5:47:57,  3.82s/it]
 88%|████████▊ | 40839/46302 [43:16:43<5:47:54,  3.82s/it]
 88%|████████▊ | 40840/46302 [43:16:47<5:47:45,  3.82s/it]
 88%|████████▊ | 40841/46302 [43:16:51<5:47:29,  3.82s/it]
 88%|████████▊ | 40842/46302 [43:16:55<5:47:32,  3.82s/it]
 88%|████████▊ | 40843/46302 [43:16:58<5:47:34,  3.82s/it]
 88%|████████▊ | 40844/46302 [43:17:02<5:47:39,  3.82s/it]
 88%|████████▊ | 40845/46302 [43:17:06<5:47:32,  3.82s/it]
 88%|████████▊ | 40846/46302 [43:17:10<5:47:29,  3.82s/it]
 88%|████████▊ | 40847/46302 [43:17:14<5:47:28,  3.82s/it]
 88%|████████▊ | 40848/46302 [43:17:17<5:47:19,  3.82s/it]
 88%|████████▊ | 40849/46302 [43:17:21<5:47:13,  3.82s/it]
 88%|████████▊ | 40850/46302 [43:17:25<5:47:10,  3.82s/it]
 88%|████████▊ | 40851/46302 [43:17:29<5:47:12,  3.82s/it]
 88%|████████▊ | 40852/46302 [43:17:33<5:47:02,  3.82s/it]
 88%|████████▊ | 40853/46302 [43:17:37<5:46:56,  3.82s/it]
 88%|████████▊ | 40854/46302 [43:17:40<5:46:54,  3.82s/it]
 88%|████████▊ | 40855/46302 [43:17:44<5:46:56,  3.82s/it]
 88%|████████▊ | 40856/46302 [43:17:48<5:46:57,  3.82s/it]
 88%|████████▊ | 40857/46302 [43:17:52<5:46:54,  3.82s/it]
 88%|████████▊ | 40858/46302 [43:17:56<5:46:25,  3.82s/it]
 88%|████████▊ | 40859/46302 [43:17:59<5:46:20,  3.82s/it]
 88%|████████▊ | 40860/46302 [43:18:03<5:46:24,  3.82s/it]
 88%|████████▊ | 40861/46302 [43:18:07<5:46:21,  3.82s/it]
 88%|████████▊ | 40862/46302 [43:18:11<5:46:18,  3.82s/it]
 88%|████████▊ | 40863/46302 [43:18:15<5:46:19,  3.82s/it]
 88%|████████▊ | 40864/46302 [43:18:19<5:46:16,  3.82s/it]
 88%|████████▊ | 40865/46302 [43:18:22<5:46:10,  3.82s/it]
 88%|████████▊ | 40866/46302 [43:18:26<5:46:10,  3.82s/it]
 88%|████████▊ | 40867/46302 [43:18:30<5:46:08,  3.82s/it]
 88%|████████▊ | 40868/46302 [43:18:34<5:45:58,  3.82s/it]
 88%|████████▊ | 40869/46302 [43:18:38<5:45:56,  3.82s/it]
 88%|████████▊ | 40870/46302 [43:18:41<5:45:49,  3.82s/it]
 88%|████████▊ | 40871/46302 [43:18:45<5:45:49,  3.82s/it]
 88%|████████▊ | 40872/46302 [43:18:49<5:45:25,  3.82s/it]
 88%|████████▊ | 40873/46302 [43:18:53<5:45:25,  3.82s/it]
 88%|████████▊ | 40874/46302 [43:18:57<5:45:26,  3.82s/it]
 88%|████████▊ | 40875/46302 [43:19:01<5:45:10,  3.82s/it]
 88%|████████▊ | 40876/46302 [43:19:04<5:44:47,  3.81s/it]
 88%|████████▊ | 40877/46302 [43:19:08<5:44:56,  3.82s/it]
 88%|████████▊ | 40878/46302 [43:19:12<5:44:51,  3.81s/it]
 88%|████████▊ | 40879/46302 [43:19:16<5:44:46,  3.81s/it]
 88%|████████▊ | 40880/46302 [43:19:20<5:44:31,  3.81s/it]
 88%|████████▊ | 40881/46302 [43:19:23<5:44:37,  3.81s/it]
 88%|████████▊ | 40882/46302 [43:19:27<5:44:38,  3.82s/it]
 88%|████████▊ | 40883/46302 [43:19:31<5:44:48,  3.82s/it]
 88%|████████▊ | 40884/46302 [43:19:35<5:44:34,  3.82s/it]
 88%|████████▊ | 40885/46302 [43:19:39<5:44:40,  3.82s/it]
 88%|████████▊ | 40886/46302 [43:19:43<5:44:47,  3.82s/it]
 88%|████████▊ | 40887/46302 [43:19:46<5:44:48,  3.82s/it]
 88%|████████▊ | 40888/46302 [43:19:50<5:44:38,  3.82s/it]
 88%|████████▊ | 40889/46302 [43:19:54<5:44:37,  3.82s/it]
 88%|████████▊ | 40890/46302 [43:19:58<5:44:36,  3.82s/it]
 88%|████████▊ | 40891/46302 [43:20:02<5:44:33,  3.82s/it]
 88%|████████▊ | 40892/46302 [43:20:05<5:44:36,  3.82s/it]
 88%|████████▊ | 40893/46302 [43:20:09<5:44:27,  3.82s/it]
 88%|████████▊ | 40894/46302 [43:20:13<5:44:19,  3.82s/it]
 88%|████████▊ | 40895/46302 [43:20:17<5:44:20,  3.82s/it]
 88%|████████▊ | 40896/46302 [43:20:21<5:44:17,  3.82s/it]
 88%|████████▊ | 40897/46302 [43:20:25<5:44:18,  3.82s/it]
 88%|████████▊ | 40898/46302 [43:20:28<5:44:14,  3.82s/it]
 88%|████████▊ | 40899/46302 [43:20:32<5:44:12,  3.82s/it]
 88%|████████▊ | 40900/46302 [43:20:36<5:44:05,  3.82s/it]
 88%|████████▊ | 40901/46302 [43:20:40<5:43:59,  3.82s/it]
 88%|████████▊ | 40902/46302 [43:20:44<5:43:55,  3.82s/it]
 88%|████████▊ | 40903/46302 [43:20:48<5:43:49,  3.82s/it]
 88%|████████▊ | 40904/46302 [43:20:51<5:43:37,  3.82s/it]
 88%|████████▊ | 40905/46302 [43:20:55<5:43:29,  3.82s/it]
 88%|████████▊ | 40906/46302 [43:20:59<5:43:26,  3.82s/it]
 88%|████████▊ | 40907/46302 [43:21:03<5:43:24,  3.82s/it]
 88%|████████▊ | 40908/46302 [43:21:07<5:43:21,  3.82s/it]
 88%|████████▊ | 40909/46302 [43:21:10<5:43:23,  3.82s/it]
 88%|████████▊ | 40910/46302 [43:21:14<5:43:15,  3.82s/it]
 88%|████████▊ | 40911/46302 [43:21:18<5:43:04,  3.82s/it]
 88%|████████▊ | 40912/46302 [43:21:22<5:43:05,  3.82s/it]
 88%|████████▊ | 40913/46302 [43:21:26<5:43:05,  3.82s/it]
 88%|████████▊ | 40914/46302 [43:21:30<5:43:01,  3.82s/it]
 88%|████████▊ | 40915/46302 [43:21:33<5:43:01,  3.82s/it]
 88%|████████▊ | 40916/46302 [43:21:37<5:43:00,  3.82s/it]
 88%|████████▊ | 40917/46302 [43:21:41<5:43:00,  3.82s/it]
 88%|████████▊ | 40918/46302 [43:21:45<5:42:54,  3.82s/it]
 88%|████████▊ | 40919/46302 [43:21:49<5:42:57,  3.82s/it]
 88%|████████▊ | 40920/46302 [43:21:52<5:42:47,  3.82s/it]
 88%|████████▊ | 40921/46302 [43:21:56<5:42:41,  3.82s/it]
 88%|████████▊ | 40922/46302 [43:22:00<5:42:43,  3.82s/it]
 88%|████████▊ | 40923/46302 [43:22:04<5:42:40,  3.82s/it]
 88%|████████▊ | 40924/46302 [43:22:08<5:42:27,  3.82s/it]
 88%|████████▊ | 40925/46302 [43:22:12<5:42:24,  3.82s/it]
 88%|████████▊ | 40926/46302 [43:22:15<5:41:41,  3.81s/it]
 88%|████████▊ | 40927/46302 [43:22:19<5:41:50,  3.82s/it]
 88%|████████▊ | 40928/46302 [43:22:23<5:41:51,  3.82s/it]
 88%|████████▊ | 40929/46302 [43:22:27<5:41:59,  3.82s/it]
 88%|████████▊ | 40930/46302 [43:22:31<5:41:40,  3.82s/it]
 88%|████████▊ | 40931/46302 [43:22:34<5:41:43,  3.82s/it]
 88%|████████▊ | 40932/46302 [43:22:38<5:41:29,  3.82s/it]
 88%|████████▊ | 40933/46302 [43:22:42<5:41:37,  3.82s/it]
 88%|████████▊ | 40934/46302 [43:22:46<5:41:36,  3.82s/it]
 88%|████████▊ | 40935/46302 [43:22:50<5:41:26,  3.82s/it]
 88%|████████▊ | 40936/46302 [43:22:54<5:41:23,  3.82s/it]
 88%|████████▊ | 40937/46302 [43:22:57<5:41:25,  3.82s/it]
 88%|████████▊ | 40938/46302 [43:23:01<5:41:17,  3.82s/it]
 88%|████████▊ | 40939/46302 [43:23:05<5:41:15,  3.82s/it]
 88%|████████▊ | 40940/46302 [43:23:09<5:41:13,  3.82s/it]
 88%|████████▊ | 40941/46302 [43:23:13<5:41:16,  3.82s/it]
 88%|████████▊ | 40942/46302 [43:23:16<5:41:16,  3.82s/it]
 88%|████████▊ | 40943/46302 [43:23:20<5:41:14,  3.82s/it]
 88%|████████▊ | 40944/46302 [43:23:24<5:41:08,  3.82s/it]
 88%|████████▊ | 40945/46302 [43:23:28<5:41:04,  3.82s/it]
 88%|████████▊ | 40946/46302 [43:23:32<5:40:59,  3.82s/it]
 88%|████████▊ | 40947/46302 [43:23:36<5:40:59,  3.82s/it]
 88%|████████▊ | 40948/46302 [43:23:39<5:40:52,  3.82s/it]
 88%|████████▊ | 40949/46302 [43:23:43<5:40:45,  3.82s/it]
 88%|████████▊ | 40950/46302 [43:23:47<5:40:43,  3.82s/it]
 88%|████████▊ | 40951/46302 [43:23:51<5:40:43,  3.82s/it]
 88%|████████▊ | 40952/46302 [43:23:55<5:40:39,  3.82s/it]
 88%|████████▊ | 40953/46302 [43:23:58<5:40:35,  3.82s/it]
 88%|████████▊ | 40954/46302 [43:24:02<5:40:27,  3.82s/it]
 88%|████████▊ | 40955/46302 [43:24:06<5:40:22,  3.82s/it]
 88%|████████▊ | 40956/46302 [43:24:10<5:40:20,  3.82s/it]
 88%|████████▊ | 40957/46302 [43:24:14<5:40:16,  3.82s/it]
 88%|████████▊ | 40958/46302 [43:24:18<5:40:16,  3.82s/it]
 88%|████████▊ | 40959/46302 [43:24:21<5:40:17,  3.82s/it]
 88%|████████▊ | 40960/46302 [43:24:25<5:40:15,  3.82s/it]
 88%|████████▊ | 40961/46302 [43:24:29<5:40:06,  3.82s/it]
 88%|████████▊ | 40962/46302 [43:24:33<5:39:59,  3.82s/it]
 88%|████████▊ | 40963/46302 [43:24:37<5:39:59,  3.82s/it]
 88%|████████▊ | 40964/46302 [43:24:40<5:39:53,  3.82s/it]
 88%|████████▊ | 40965/46302 [43:24:44<5:39:49,  3.82s/it]
 88%|████████▊ | 40966/46302 [43:24:48<5:39:41,  3.82s/it]
 88%|████████▊ | 40967/46302 [43:24:52<5:39:48,  3.82s/it]
 88%|████████▊ | 40968/46302 [43:24:56<5:39:44,  3.82s/it]
 88%|████████▊ | 40969/46302 [43:25:00<5:39:42,  3.82s/it]
 88%|████████▊ | 40970/46302 [43:25:03<5:39:39,  3.82s/it]
 88%|████████▊ | 40971/46302 [43:25:07<5:39:30,  3.82s/it]
 88%|████████▊ | 40972/46302 [43:25:11<5:39:25,  3.82s/it]
 88%|████████▊ | 40973/46302 [43:25:15<5:39:23,  3.82s/it]
 88%|████████▊ | 40974/46302 [43:25:19<5:39:19,  3.82s/it]
 88%|████████▊ | 40975/46302 [43:25:23<5:39:11,  3.82s/it]
 88%|████████▊ | 40976/46302 [43:25:26<5:39:09,  3.82s/it]
 88%|████████▊ | 40977/46302 [43:25:30<5:39:01,  3.82s/it]
 89%|████████▊ | 40978/46302 [43:25:34<5:39:06,  3.82s/it]
 89%|████████▊ | 40979/46302 [43:25:38<5:39:01,  3.82s/it]
 89%|████████▊ | 40980/46302 [43:25:42<5:38:57,  3.82s/it]
 89%|████████▊ | 40981/46302 [43:25:45<5:38:54,  3.82s/it]
 89%|████████▊ | 40982/46302 [43:25:49<5:38:55,  3.82s/it]
 89%|████████▊ | 40983/46302 [43:25:53<5:38:54,  3.82s/it]
 89%|████████▊ | 40984/46302 [43:25:57<5:38:48,  3.82s/it]
 89%|████████▊ | 40985/46302 [43:26:01<5:38:40,  3.82s/it]
 89%|████████▊ | 40986/46302 [43:26:05<5:38:23,  3.82s/it]
 89%|████████▊ | 40987/46302 [43:26:08<5:38:20,  3.82s/it]
 89%|████████▊ | 40988/46302 [43:26:12<5:38:16,  3.82s/it]
 89%|████████▊ | 40989/46302 [43:26:16<5:38:04,  3.82s/it]
 89%|████████▊ | 40990/46302 [43:26:20<5:38:06,  3.82s/it]
 89%|████████▊ | 40991/46302 [43:26:24<5:38:04,  3.82s/it]
 89%|████████▊ | 40992/46302 [43:26:27<5:38:02,  3.82s/it]
 89%|████████▊ | 40993/46302 [43:26:31<5:37:57,  3.82s/it]
 89%|████████▊ | 40994/46302 [43:26:35<5:38:00,  3.82s/it]
 89%|████████▊ | 40995/46302 [43:26:39<5:37:59,  3.82s/it]
 89%|████████▊ | 40996/46302 [43:26:43<5:37:55,  3.82s/it]
 89%|████████▊ | 40997/46302 [43:26:47<5:37:50,  3.82s/it]
 89%|████████▊ | 40998/46302 [43:26:50<5:37:39,  3.82s/it]
 89%|████████▊ | 40999/46302 [43:26:54<5:37:38,  3.82s/it]
 89%|████████▊ | 41000/46302 [43:26:58<5:37:34,  3.82s/it]
                                                          
{'loss': 3.0843, 'learning_rate': 0.0005851838770915192, 'epoch': 0.89}

 89%|████████▊ | 41000/46302 [43:26:58<5:37:34,  3.82s/it]
 89%|████████▊ | 41001/46302 [43:27:02<5:37:42,  3.82s/it]
 89%|████████▊ | 41002/46302 [43:27:06<5:37:36,  3.82s/it]
 89%|████████▊ | 41003/46302 [43:27:10<5:37:13,  3.82s/it]
 89%|████████▊ | 41004/46302 [43:27:13<5:37:18,  3.82s/it]
 89%|████████▊ | 41005/46302 [43:27:17<5:37:12,  3.82s/it]
 89%|████████▊ | 41006/46302 [43:27:21<5:37:10,  3.82s/it]
 89%|████████▊ | 41007/46302 [43:27:25<5:36:57,  3.82s/it]
 89%|████████▊ | 41008/46302 [43:27:29<5:36:48,  3.82s/it]
 89%|████████▊ | 41009/46302 [43:27:32<5:36:47,  3.82s/it]
 89%|████████▊ | 41010/46302 [43:27:36<5:36:42,  3.82s/it]
 89%|████████▊ | 41011/46302 [43:27:40<5:36:47,  3.82s/it]
 89%|████████▊ | 41012/46302 [43:27:44<5:36:31,  3.82s/it]
 89%|████████▊ | 41013/46302 [43:27:48<5:36:32,  3.82s/it]
 89%|████████▊ | 41014/46302 [43:27:52<5:36:35,  3.82s/it]
 89%|████████▊ | 41015/46302 [43:27:55<5:36:25,  3.82s/it]
 89%|████████▊ | 41016/46302 [43:27:59<5:36:27,  3.82s/it]
 89%|████████▊ | 41017/46302 [43:28:03<5:36:20,  3.82s/it]
 89%|████████▊ | 41018/46302 [43:28:07<5:36:15,  3.82s/it]
 89%|████████▊ | 41019/46302 [43:28:11<5:36:09,  3.82s/it]
 89%|████████▊ | 41020/46302 [43:28:14<5:36:10,  3.82s/it]
 89%|████████▊ | 41021/46302 [43:28:18<5:36:03,  3.82s/it]
 89%|████████▊ | 41022/46302 [43:28:22<5:35:56,  3.82s/it]
 89%|████████▊ | 41023/46302 [43:28:26<5:35:43,  3.82s/it]
 89%|████████▊ | 41024/46302 [43:28:30<5:35:43,  3.82s/it]
 89%|████████▊ | 41025/46302 [43:28:33<5:35:47,  3.82s/it]
 89%|████████▊ | 41026/46302 [43:28:37<5:35:44,  3.82s/it]
 89%|████████▊ | 41027/46302 [43:28:41<5:35:44,  3.82s/it]
 89%|████████▊ | 41028/46302 [43:28:45<5:35:40,  3.82s/it]
 89%|████████▊ | 41029/46302 [43:28:49<5:35:40,  3.82s/it]
 89%|████████▊ | 41030/46302 [43:28:53<5:35:38,  3.82s/it]
 89%|████████▊ | 41031/46302 [43:28:56<5:35:34,  3.82s/it]
 89%|████████▊ | 41032/46302 [43:29:00<5:35:24,  3.82s/it]
 89%|████████▊ | 41033/46302 [43:29:04<5:35:15,  3.82s/it]
 89%|████████▊ | 41034/46302 [43:29:08<5:35:13,  3.82s/it]
 89%|████████▊ | 41035/46302 [43:29:12<5:35:13,  3.82s/it]
 89%|████████▊ | 41036/46302 [43:29:16<5:35:12,  3.82s/it]
 89%|████████▊ | 41037/46302 [43:29:19<5:35:06,  3.82s/it]
 89%|████████▊ | 41038/46302 [43:29:23<5:35:07,  3.82s/it]
 89%|████████▊ | 41039/46302 [43:29:27<5:35:02,  3.82s/it]
 89%|████████▊ | 41040/46302 [43:29:31<5:34:58,  3.82s/it]
 89%|████████▊ | 41041/46302 [43:29:35<5:34:54,  3.82s/it]
 89%|████████▊ | 41042/46302 [43:29:38<5:34:51,  3.82s/it]
 89%|████████▊ | 41043/46302 [43:29:42<5:34:46,  3.82s/it]
 89%|████████▊ | 41044/46302 [43:29:46<5:34:44,  3.82s/it]
 89%|████████▊ | 41045/46302 [43:29:50<5:34:42,  3.82s/it]
 89%|████████▊ | 41046/46302 [43:29:54<5:34:45,  3.82s/it]
 89%|████████▊ | 41047/46302 [43:29:58<5:34:34,  3.82s/it]
 89%|████████▊ | 41048/46302 [43:30:01<5:34:32,  3.82s/it]
 89%|████████▊ | 41049/46302 [43:30:05<5:34:19,  3.82s/it]
 89%|████████▊ | 41050/46302 [43:30:09<5:34:17,  3.82s/it]
 89%|████████▊ | 41051/46302 [43:30:13<5:34:11,  3.82s/it]
 89%|████████▊ | 41052/46302 [43:30:17<5:34:01,  3.82s/it]
 89%|████████▊ | 41053/46302 [43:30:20<5:34:02,  3.82s/it]
 89%|████████▊ | 41054/46302 [43:30:24<5:34:04,  3.82s/it]
 89%|████████▊ | 41055/46302 [43:30:28<5:33:55,  3.82s/it]
 89%|████████▊ | 41056/46302 [43:30:32<5:33:50,  3.82s/it]
 89%|████████▊ | 41057/46302 [43:30:36<5:33:45,  3.82s/it]
 89%|████████▊ | 41058/46302 [43:30:40<5:33:49,  3.82s/it]
 89%|████████▊ | 41059/46302 [43:30:43<5:33:42,  3.82s/it]
 89%|████████▊ | 41060/46302 [43:30:47<5:33:39,  3.82s/it]
 89%|████████▊ | 41061/46302 [43:30:51<5:33:37,  3.82s/it]
 89%|████████▊ | 41062/46302 [43:30:55<5:33:29,  3.82s/it]
 89%|████████▊ | 41063/46302 [43:30:59<5:33:18,  3.82s/it]
 89%|████████▊ | 41064/46302 [43:31:02<5:33:23,  3.82s/it]
 89%|████████▊ | 41065/46302 [43:31:06<5:33:20,  3.82s/it]
 89%|████████▊ | 41066/46302 [43:31:10<5:33:16,  3.82s/it]
 89%|████████▊ | 41067/46302 [43:31:14<5:33:06,  3.82s/it]
 89%|████████▊ | 41068/46302 [43:31:18<5:33:07,  3.82s/it]
 89%|████████▊ | 41069/46302 [43:31:22<5:33:11,  3.82s/it]
 89%|████████▊ | 41070/46302 [43:31:25<5:33:06,  3.82s/it]
 89%|████████▊ | 41071/46302 [43:31:29<5:33:05,  3.82s/it]
 89%|████████▊ | 41072/46302 [43:31:33<5:33:08,  3.82s/it]
 89%|████████▊ | 41073/46302 [43:31:37<5:32:52,  3.82s/it]
 89%|████████▊ | 41074/46302 [43:31:41<5:32:47,  3.82s/it]
 89%|████████▊ | 41075/46302 [43:31:44<5:32:49,  3.82s/it]
 89%|████████▊ | 41076/46302 [43:31:48<5:32:39,  3.82s/it]
 89%|████████▊ | 41077/46302 [43:31:52<5:32:38,  3.82s/it]
 89%|████████▊ | 41078/46302 [43:31:56<5:32:39,  3.82s/it]
 89%|████████▊ | 41079/46302 [43:32:00<5:32:30,  3.82s/it]
 89%|████████▊ | 41080/46302 [43:32:04<5:32:29,  3.82s/it]
 89%|████████▊ | 41081/46302 [43:32:07<5:32:18,  3.82s/it]
 89%|████████▊ | 41082/46302 [43:32:11<5:32:18,  3.82s/it]
 89%|████████▊ | 41083/46302 [43:32:15<5:32:11,  3.82s/it]
 89%|████████▊ | 41084/46302 [43:32:19<5:32:08,  3.82s/it]
 89%|████████▊ | 41085/46302 [43:32:23<5:32:08,  3.82s/it]
 89%|████████▊ | 41086/46302 [43:32:26<5:32:05,  3.82s/it]
 89%|████████▊ | 41087/46302 [43:32:30<5:31:56,  3.82s/it]
 89%|████████▊ | 41088/46302 [43:32:34<5:31:58,  3.82s/it]
 89%|████████▊ | 41089/46302 [43:32:38<5:31:52,  3.82s/it]
 89%|████████▊ | 41090/46302 [43:32:42<5:31:53,  3.82s/it]
 89%|████████▊ | 41091/46302 [43:32:46<5:31:46,  3.82s/it]
 89%|████████▊ | 41092/46302 [43:32:49<5:31:47,  3.82s/it]
 89%|████████▊ | 41093/46302 [43:32:53<5:31:42,  3.82s/it]
 89%|████████▉ | 41094/46302 [43:32:57<5:31:37,  3.82s/it]
 89%|████████▉ | 41095/46302 [43:33:01<5:31:28,  3.82s/it]
 89%|████████▉ | 41096/46302 [43:33:05<5:31:17,  3.82s/it]
 89%|████████▉ | 41097/46302 [43:33:08<5:31:16,  3.82s/it]
 89%|████████▉ | 41098/46302 [43:33:12<5:31:14,  3.82s/it]
 89%|████████▉ | 41099/46302 [43:33:16<5:30:59,  3.82s/it]
 89%|████████▉ | 41100/46302 [43:33:20<5:31:00,  3.82s/it]
 89%|████████▉ | 41101/46302 [43:33:24<5:31:00,  3.82s/it]
 89%|████████▉ | 41102/46302 [43:33:28<5:30:51,  3.82s/it]
 89%|████████▉ | 41103/46302 [43:33:31<5:30:48,  3.82s/it]
 89%|████████▉ | 41104/46302 [43:33:35<5:30:53,  3.82s/it]
 89%|████████▉ | 41105/46302 [43:33:39<5:30:35,  3.82s/it]
 89%|████████▉ | 41106/46302 [43:33:43<5:30:39,  3.82s/it]
 89%|████████▉ | 41107/46302 [43:33:47<5:30:39,  3.82s/it]
 89%|████████▉ | 41108/46302 [43:33:50<5:30:37,  3.82s/it]
 89%|████████▉ | 41109/46302 [43:33:54<5:30:31,  3.82s/it]
 89%|████████▉ | 41110/46302 [43:33:58<5:30:23,  3.82s/it]
 89%|████████▉ | 41111/46302 [43:34:02<5:30:24,  3.82s/it]
 89%|████████▉ | 41112/46302 [43:34:06<5:30:21,  3.82s/it]
 89%|████████▉ | 41113/46302 [43:34:10<5:30:21,  3.82s/it]
 89%|████████▉ | 41114/46302 [43:34:13<5:30:19,  3.82s/it]
 89%|████████▉ | 41115/46302 [43:34:17<5:30:15,  3.82s/it]
 89%|████████▉ | 41116/46302 [43:34:21<5:30:10,  3.82s/it]
 89%|████████▉ | 41117/46302 [43:34:25<5:30:00,  3.82s/it]
 89%|████████▉ | 41118/46302 [43:34:29<5:29:59,  3.82s/it]
 89%|████████▉ | 41119/46302 [43:34:33<5:29:58,  3.82s/it]
 89%|████████▉ | 41120/46302 [43:34:36<5:29:54,  3.82s/it]
 89%|████████▉ | 41121/46302 [43:34:40<5:29:51,  3.82s/it]
 89%|████████▉ | 41122/46302 [43:34:44<5:29:47,  3.82s/it]
 89%|████████▉ | 41123/46302 [43:34:48<5:29:45,  3.82s/it]
 89%|████████▉ | 41124/46302 [43:34:52<5:29:35,  3.82s/it]
 89%|████████▉ | 41125/46302 [43:34:55<5:29:29,  3.82s/it]
 89%|████████▉ | 41126/46302 [43:34:59<5:29:21,  3.82s/it]
 89%|████████▉ | 41127/46302 [43:35:03<5:29:18,  3.82s/it]
 89%|████████▉ | 41128/46302 [43:35:07<5:29:15,  3.82s/it]
 89%|████████▉ | 41129/46302 [43:35:11<5:29:14,  3.82s/it]
 89%|████████▉ | 41130/46302 [43:35:15<5:29:09,  3.82s/it]
 89%|████████▉ | 41131/46302 [43:35:18<5:29:06,  3.82s/it]
 89%|████████▉ | 41132/46302 [43:35:22<5:29:02,  3.82s/it]
 89%|████████▉ | 41133/46302 [43:35:26<5:28:51,  3.82s/it]
 89%|████████▉ | 41134/46302 [43:35:30<5:28:45,  3.82s/it]
 89%|████████▉ | 41135/46302 [43:35:34<5:28:44,  3.82s/it]
 89%|████████▉ | 41136/46302 [43:35:37<5:28:42,  3.82s/it]
 89%|████████▉ | 41137/46302 [43:35:41<5:28:41,  3.82s/it]
 89%|████████▉ | 41138/46302 [43:35:45<5:28:35,  3.82s/it]
 89%|████████▉ | 41139/46302 [43:35:49<5:28:34,  3.82s/it]
 89%|████████▉ | 41140/46302 [43:35:53<5:28:35,  3.82s/it]
 89%|████████▉ | 41141/46302 [43:35:57<5:28:26,  3.82s/it]
 89%|████████▉ | 41142/46302 [43:36:00<5:28:31,  3.82s/it]
 89%|████████▉ | 41143/46302 [43:36:04<5:28:31,  3.82s/it]
 89%|████████▉ | 41144/46302 [43:36:08<5:28:20,  3.82s/it]
 89%|████████▉ | 41145/46302 [43:36:12<5:28:21,  3.82s/it]
 89%|████████▉ | 41146/46302 [43:36:16<5:28:24,  3.82s/it]
 89%|████████▉ | 41147/46302 [43:36:19<5:28:12,  3.82s/it]
 89%|████████▉ | 41148/46302 [43:36:23<5:28:11,  3.82s/it]
 89%|████████▉ | 41149/46302 [43:36:27<5:27:59,  3.82s/it]
 89%|████████▉ | 41150/46302 [43:36:31<5:27:59,  3.82s/it]
 89%|████████▉ | 41151/46302 [43:36:35<5:27:53,  3.82s/it]
 89%|████████▉ | 41152/46302 [43:36:39<5:27:44,  3.82s/it]
 89%|████████▉ | 41153/46302 [43:36:42<5:27:45,  3.82s/it]
 89%|████████▉ | 41154/46302 [43:36:46<5:27:41,  3.82s/it]
 89%|████████▉ | 41155/46302 [43:36:50<5:27:30,  3.82s/it]
 89%|████████▉ | 41156/46302 [43:36:54<5:27:26,  3.82s/it]
 89%|████████▉ | 41157/46302 [43:36:58<5:27:21,  3.82s/it]
 89%|████████▉ | 41158/46302 [43:37:01<5:27:13,  3.82s/it]
 89%|████████▉ | 41159/46302 [43:37:05<5:27:13,  3.82s/it]
 89%|████████▉ | 41160/46302 [43:37:09<5:27:13,  3.82s/it]
 89%|████████▉ | 41161/46302 [43:37:13<5:27:07,  3.82s/it]
 89%|████████▉ | 41162/46302 [43:37:17<5:27:08,  3.82s/it]
 89%|████████▉ | 41163/46302 [43:37:21<5:27:01,  3.82s/it]
 89%|████████▉ | 41164/46302 [43:37:24<5:27:04,  3.82s/it]
 89%|████████▉ | 41165/46302 [43:37:28<5:27:04,  3.82s/it]
 89%|████████▉ | 41166/46302 [43:37:32<5:27:01,  3.82s/it]
 89%|████████▉ | 41167/46302 [43:37:36<5:26:52,  3.82s/it]
 89%|████████▉ | 41168/46302 [43:37:40<5:26:48,  3.82s/it]
 89%|████████▉ | 41169/46302 [43:37:43<5:26:40,  3.82s/it]
 89%|████████▉ | 41170/46302 [43:37:47<5:26:36,  3.82s/it]
 89%|████████▉ | 41171/46302 [43:37:51<5:26:31,  3.82s/it]
 89%|████████▉ | 41172/46302 [43:37:55<5:26:22,  3.82s/it]
 89%|████████▉ | 41173/46302 [43:37:59<5:26:16,  3.82s/it]
 89%|████████▉ | 41174/46302 [43:38:03<5:26:17,  3.82s/it]
 89%|████████▉ | 41175/46302 [43:38:06<5:26:18,  3.82s/it]
 89%|████████▉ | 41176/46302 [43:38:10<5:26:12,  3.82s/it]
 89%|████████▉ | 41177/46302 [43:38:14<5:26:13,  3.82s/it]
 89%|████████▉ | 41178/46302 [43:38:18<5:26:13,  3.82s/it]
 89%|████████▉ | 41179/46302 [43:38:22<5:26:07,  3.82s/it]
 89%|████████▉ | 41180/46302 [43:38:25<5:26:01,  3.82s/it]
 89%|████████▉ | 41181/46302 [43:38:29<5:25:58,  3.82s/it]
 89%|████████▉ | 41182/46302 [43:38:33<5:25:49,  3.82s/it]
 89%|████████▉ | 41183/46302 [43:38:37<5:25:42,  3.82s/it]
 89%|████████▉ | 41184/46302 [43:38:41<5:25:45,  3.82s/it]
 89%|████████▉ | 41185/46302 [43:38:45<5:25:43,  3.82s/it]
 89%|████████▉ | 41186/46302 [43:38:48<5:25:44,  3.82s/it]
 89%|████████▉ | 41187/46302 [43:38:52<5:25:47,  3.82s/it]
 89%|████████▉ | 41188/46302 [43:38:56<5:25:37,  3.82s/it]
 89%|████████▉ | 41189/46302 [43:39:00<5:25:28,  3.82s/it]
 89%|████████▉ | 41190/46302 [43:39:04<5:25:28,  3.82s/it]
 89%|████████▉ | 41191/46302 [43:39:07<5:25:23,  3.82s/it]
 89%|████████▉ | 41192/46302 [43:39:11<5:25:19,  3.82s/it]
 89%|████████▉ | 41193/46302 [43:39:15<5:25:18,  3.82s/it]
 89%|████████▉ | 41194/46302 [43:39:19<5:25:12,  3.82s/it]
 89%|████████▉ | 41195/46302 [43:39:23<5:25:05,  3.82s/it]
 89%|████████▉ | 41196/46302 [43:39:27<5:25:00,  3.82s/it]
 89%|████████▉ | 41197/46302 [43:39:30<5:24:55,  3.82s/it]
 89%|████████▉ | 41198/46302 [43:39:34<5:24:57,  3.82s/it]
 89%|████████▉ | 41199/46302 [43:39:38<5:24:54,  3.82s/it]
 89%|████████▉ | 41200/46302 [43:39:42<5:24:49,  3.82s/it]
 89%|████████▉ | 41201/46302 [43:39:46<5:24:42,  3.82s/it]
 89%|████████▉ | 41202/46302 [43:39:49<5:24:45,  3.82s/it]
 89%|████████▉ | 41203/46302 [43:39:53<5:24:37,  3.82s/it]
 89%|████████▉ | 41204/46302 [43:39:57<5:24:32,  3.82s/it]
 89%|████████▉ | 41205/46302 [43:40:01<5:24:24,  3.82s/it]
 89%|████████▉ | 41206/46302 [43:40:05<5:24:18,  3.82s/it]
 89%|████████▉ | 41207/46302 [43:40:09<5:24:08,  3.82s/it]
 89%|████████▉ | 41208/46302 [43:40:12<5:24:08,  3.82s/it]
 89%|████████▉ | 41209/46302 [43:40:16<5:24:05,  3.82s/it]
 89%|████████▉ | 41210/46302 [43:40:20<5:23:59,  3.82s/it]
 89%|████████▉ | 41211/46302 [43:40:24<5:23:59,  3.82s/it]
 89%|████████▉ | 41212/46302 [43:40:28<5:23:59,  3.82s/it]
 89%|████████▉ | 41213/46302 [43:40:31<5:23:54,  3.82s/it]
 89%|████████▉ | 41214/46302 [43:40:35<5:23:52,  3.82s/it]
 89%|████████▉ | 41215/46302 [43:40:39<5:23:50,  3.82s/it]
 89%|████████▉ | 41216/46302 [43:40:43<5:23:46,  3.82s/it]
 89%|████████▉ | 41217/46302 [43:40:47<5:23:43,  3.82s/it]
 89%|████████▉ | 41218/46302 [43:40:51<5:23:39,  3.82s/it]
 89%|████████▉ | 41219/46302 [43:40:54<5:23:38,  3.82s/it]
 89%|████████▉ | 41220/46302 [43:40:58<5:23:29,  3.82s/it]
 89%|████████▉ | 41221/46302 [43:41:02<5:23:24,  3.82s/it]
 89%|████████▉ | 41222/46302 [43:41:06<5:23:22,  3.82s/it]
 89%|████████▉ | 41223/46302 [43:41:10<5:23:12,  3.82s/it]
 89%|████████▉ | 41224/46302 [43:41:14<5:23:06,  3.82s/it]
 89%|████████▉ | 41225/46302 [43:41:17<5:23:05,  3.82s/it]
 89%|████████▉ | 41226/46302 [43:41:21<5:23:08,  3.82s/it]
 89%|████████▉ | 41227/46302 [43:41:25<5:22:57,  3.82s/it]
 89%|████████▉ | 41228/46302 [43:41:29<5:22:57,  3.82s/it]
 89%|████████▉ | 41229/46302 [43:41:33<5:22:55,  3.82s/it]
 89%|████████▉ | 41230/46302 [43:41:36<5:22:46,  3.82s/it]
 89%|████████▉ | 41231/46302 [43:41:40<5:22:42,  3.82s/it]
 89%|████████▉ | 41232/46302 [43:41:44<5:22:43,  3.82s/it]
 89%|████████▉ | 41233/46302 [43:41:48<5:22:39,  3.82s/it]
 89%|████████▉ | 41234/46302 [43:41:52<5:22:36,  3.82s/it]
 89%|████████▉ | 41235/46302 [43:41:56<5:22:33,  3.82s/it]
 89%|████████▉ | 41236/46302 [43:41:59<5:22:33,  3.82s/it]
 89%|████████▉ | 41237/46302 [43:42:03<5:22:31,  3.82s/it]
 89%|████████▉ | 41238/46302 [43:42:07<5:22:31,  3.82s/it]
 89%|████████▉ | 41239/46302 [43:42:11<5:22:24,  3.82s/it]
 89%|████████▉ | 41240/46302 [43:42:15<5:22:22,  3.82s/it]
 89%|████████▉ | 41241/46302 [43:42:18<5:22:16,  3.82s/it]
 89%|████████▉ | 41242/46302 [43:42:22<5:22:10,  3.82s/it]
 89%|████████▉ | 41243/46302 [43:42:26<5:22:03,  3.82s/it]
 89%|████████▉ | 41244/46302 [43:42:30<5:22:00,  3.82s/it]
 89%|████████▉ | 41245/46302 [43:42:34<5:21:56,  3.82s/it]
 89%|████████▉ | 41246/46302 [43:42:38<5:21:56,  3.82s/it]
 89%|████████▉ | 41247/46302 [43:42:41<5:21:44,  3.82s/it]
 89%|████████▉ | 41248/46302 [43:42:45<5:21:41,  3.82s/it]
 89%|████████▉ | 41249/46302 [43:42:49<5:21:38,  3.82s/it]
 89%|████████▉ | 41250/46302 [43:42:53<5:21:30,  3.82s/it]
 89%|████████▉ | 41251/46302 [43:42:57<5:21:24,  3.82s/it]
 89%|████████▉ | 41252/46302 [43:43:00<5:21:21,  3.82s/it]
 89%|████████▉ | 41253/46302 [43:43:04<5:21:16,  3.82s/it]
 89%|████████▉ | 41254/46302 [43:43:08<5:21:13,  3.82s/it]
 89%|████████▉ | 41255/46302 [43:43:12<5:21:11,  3.82s/it]
 89%|████████▉ | 41256/46302 [43:43:16<5:21:07,  3.82s/it]
 89%|████████▉ | 41257/46302 [43:43:20<5:21:04,  3.82s/it]
 89%|████████▉ | 41258/46302 [43:43:23<5:21:00,  3.82s/it]
 89%|████████▉ | 41259/46302 [43:43:27<5:20:56,  3.82s/it]
 89%|████████▉ | 41260/46302 [43:43:31<5:20:53,  3.82s/it]
 89%|████████▉ | 41261/46302 [43:43:35<5:20:50,  3.82s/it]
 89%|████████▉ | 41262/46302 [43:43:39<5:20:50,  3.82s/it]
 89%|████████▉ | 41263/46302 [43:43:42<5:20:52,  3.82s/it]
 89%|████████▉ | 41264/46302 [43:43:46<5:20:50,  3.82s/it]
 89%|████████▉ | 41265/46302 [43:43:50<5:20:46,  3.82s/it]
 89%|████████▉ | 41266/46302 [43:43:54<5:20:43,  3.82s/it]
 89%|████████▉ | 41267/46302 [43:43:58<5:20:39,  3.82s/it]
 89%|████████▉ | 41268/46302 [43:44:02<5:20:32,  3.82s/it]
 89%|████████▉ | 41269/46302 [43:44:05<5:20:27,  3.82s/it]
 89%|████████▉ | 41270/46302 [43:44:09<5:20:25,  3.82s/it]
 89%|████████▉ | 41271/46302 [43:44:13<5:20:18,  3.82s/it]
 89%|████████▉ | 41272/46302 [43:44:17<5:20:13,  3.82s/it]
 89%|████████▉ | 41273/46302 [43:44:21<5:20:07,  3.82s/it]
 89%|████████▉ | 41274/46302 [43:44:24<5:20:00,  3.82s/it]
 89%|████████▉ | 41275/46302 [43:44:28<5:19:57,  3.82s/it]
 89%|████████▉ | 41276/46302 [43:44:32<5:19:58,  3.82s/it]
 89%|████████▉ | 41277/46302 [43:44:36<5:19:52,  3.82s/it]
 89%|████████▉ | 41278/46302 [43:44:40<5:19:50,  3.82s/it]
 89%|████████▉ | 41279/46302 [43:44:44<5:19:45,  3.82s/it]
 89%|████████▉ | 41280/46302 [43:44:47<5:19:39,  3.82s/it]
 89%|████████▉ | 41281/46302 [43:44:51<5:19:35,  3.82s/it]
 89%|████████▉ | 41282/46302 [43:44:55<5:19:33,  3.82s/it]
 89%|████████▉ | 41283/46302 [43:44:59<5:19:29,  3.82s/it]
 89%|████████▉ | 41284/46302 [43:45:03<5:19:23,  3.82s/it]
 89%|████████▉ | 41285/46302 [43:45:06<5:19:19,  3.82s/it]
 89%|████████▉ | 41286/46302 [43:45:10<5:19:20,  3.82s/it]
 89%|████████▉ | 41287/46302 [43:45:14<5:19:13,  3.82s/it]
 89%|████████▉ | 41288/46302 [43:45:18<5:19:13,  3.82s/it]
 89%|████████▉ | 41289/46302 [43:45:22<5:19:09,  3.82s/it]
 89%|████████▉ | 41290/46302 [43:45:26<5:19:08,  3.82s/it]
 89%|████████▉ | 41291/46302 [43:45:29<5:19:01,  3.82s/it]
 89%|████████▉ | 41292/46302 [43:45:33<5:18:58,  3.82s/it]
 89%|████████▉ | 41293/46302 [43:45:37<5:18:51,  3.82s/it]
 89%|████████▉ | 41294/46302 [43:45:41<5:18:51,  3.82s/it]
 89%|████████▉ | 41295/46302 [43:45:45<5:18:43,  3.82s/it]
 89%|████████▉ | 41296/46302 [43:45:49<5:18:39,  3.82s/it]
 89%|████████▉ | 41297/46302 [43:45:52<5:18:35,  3.82s/it]
 89%|████████▉ | 41298/46302 [43:45:56<5:18:38,  3.82s/it]
 89%|████████▉ | 41299/46302 [43:46:00<5:18:34,  3.82s/it]
 89%|████████▉ | 41300/46302 [43:46:04<5:18:30,  3.82s/it]
 89%|████████▉ | 41301/46302 [43:46:08<5:18:29,  3.82s/it]
 89%|████████▉ | 41302/46302 [43:46:11<5:18:26,  3.82s/it]
 89%|████████▉ | 41303/46302 [43:46:15<5:18:20,  3.82s/it]
 89%|████████▉ | 41304/46302 [43:46:19<5:18:15,  3.82s/it]
 89%|████████▉ | 41305/46302 [43:46:23<5:18:11,  3.82s/it]
 89%|████████▉ | 41306/46302 [43:46:27<5:18:05,  3.82s/it]
 89%|████████▉ | 41307/46302 [43:46:31<5:18:05,  3.82s/it]
 89%|████████▉ | 41308/46302 [43:46:34<5:18:02,  3.82s/it]
 89%|████████▉ | 41309/46302 [43:46:38<5:17:54,  3.82s/it]
 89%|████████▉ | 41310/46302 [43:46:42<5:17:54,  3.82s/it]
 89%|████████▉ | 41311/46302 [43:46:46<5:17:48,  3.82s/it]
 89%|████████▉ | 41312/46302 [43:46:50<5:17:42,  3.82s/it]
 89%|████████▉ | 41313/46302 [43:46:53<5:17:37,  3.82s/it]
 89%|████████▉ | 41314/46302 [43:46:57<5:17:38,  3.82s/it]
 89%|████████▉ | 41315/46302 [43:47:01<5:17:36,  3.82s/it]
 89%|████████▉ | 41316/46302 [43:47:05<5:17:34,  3.82s/it]
 89%|████████▉ | 41317/46302 [43:47:09<5:17:29,  3.82s/it]
 89%|████████▉ | 41318/46302 [43:47:13<5:17:28,  3.82s/it]
 89%|████████▉ | 41319/46302 [43:47:16<5:17:24,  3.82s/it]
 89%|████████▉ | 41320/46302 [43:47:20<5:17:18,  3.82s/it]
 89%|████████▉ | 41321/46302 [43:47:24<5:17:11,  3.82s/it]
 89%|████████▉ | 41322/46302 [43:47:28<5:17:09,  3.82s/it]
 89%|████████▉ | 41323/46302 [43:47:32<5:17:05,  3.82s/it]
 89%|████████▉ | 41324/46302 [43:47:36<5:17:03,  3.82s/it]
 89%|████████▉ | 41325/46302 [43:47:39<5:16:56,  3.82s/it]
 89%|████████▉ | 41326/46302 [43:47:43<5:16:59,  3.82s/it]
 89%|████████▉ | 41327/46302 [43:47:47<5:16:51,  3.82s/it]
 89%|████████▉ | 41328/46302 [43:47:51<5:16:46,  3.82s/it]
 89%|████████▉ | 41329/46302 [43:47:55<5:16:40,  3.82s/it]
 89%|████████▉ | 41330/46302 [43:47:58<5:16:33,  3.82s/it]
 89%|████████▉ | 41331/46302 [43:48:02<5:16:12,  3.82s/it]
 89%|████████▉ | 41332/46302 [43:48:06<5:16:17,  3.82s/it]
 89%|████████▉ | 41333/46302 [43:48:10<5:16:15,  3.82s/it]
 89%|████████▉ | 41334/46302 [43:48:14<5:16:16,  3.82s/it]
 89%|████████▉ | 41335/46302 [43:48:18<5:16:11,  3.82s/it]
 89%|████████▉ | 41336/46302 [43:48:21<5:15:59,  3.82s/it]
 89%|████████▉ | 41337/46302 [43:48:25<5:15:56,  3.82s/it]
 89%|████████▉ | 41338/46302 [43:48:29<5:15:55,  3.82s/it]
 89%|████████▉ | 41339/46302 [43:48:33<5:15:53,  3.82s/it]
 89%|████████▉ | 41340/46302 [43:48:37<5:15:52,  3.82s/it]
 89%|████████▉ | 41341/46302 [43:48:40<5:15:40,  3.82s/it]
 89%|████████▉ | 41342/46302 [43:48:44<5:15:40,  3.82s/it]
 89%|████████▉ | 41343/46302 [43:48:48<5:15:34,  3.82s/it]
 89%|████████▉ | 41344/46302 [43:48:52<5:15:28,  3.82s/it]
 89%|████████▉ | 41345/46302 [43:48:56<5:15:21,  3.82s/it]
 89%|████████▉ | 41346/46302 [43:49:00<5:15:19,  3.82s/it]
 89%|████████▉ | 41347/46302 [43:49:03<5:15:12,  3.82s/it]
 89%|████████▉ | 41348/46302 [43:49:07<5:15:12,  3.82s/it]
 89%|████████▉ | 41349/46302 [43:49:11<5:15:07,  3.82s/it]
 89%|████████▉ | 41350/46302 [43:49:15<5:15:01,  3.82s/it]
 89%|████████▉ | 41351/46302 [43:49:19<5:14:52,  3.82s/it]
 89%|████████▉ | 41352/46302 [43:49:22<5:14:51,  3.82s/it]
 89%|████████▉ | 41353/46302 [43:49:26<5:14:46,  3.82s/it]
 89%|████████▉ | 41354/46302 [43:49:30<5:14:40,  3.82s/it]
 89%|████████▉ | 41355/46302 [43:49:34<5:14:40,  3.82s/it]
 89%|████████▉ | 41356/46302 [43:49:38<5:14:38,  3.82s/it]
 89%|████████▉ | 41357/46302 [43:49:42<5:14:39,  3.82s/it]
 89%|████████▉ | 41358/46302 [43:49:45<5:14:35,  3.82s/it]
 89%|████████▉ | 41359/46302 [43:49:49<5:14:33,  3.82s/it]
 89%|████████▉ | 41360/46302 [43:49:53<5:14:32,  3.82s/it]
 89%|████████▉ | 41361/46302 [43:49:57<5:14:34,  3.82s/it]
 89%|████████▉ | 41362/46302 [43:50:01<5:14:30,  3.82s/it]
 89%|████████▉ | 41363/46302 [43:50:04<5:14:25,  3.82s/it]
 89%|████████▉ | 41364/46302 [43:50:08<5:14:20,  3.82s/it]
 89%|████████▉ | 41365/46302 [43:50:12<5:14:16,  3.82s/it]
 89%|████████▉ | 41366/46302 [43:50:16<5:14:04,  3.82s/it]
 89%|████████▉ | 41367/46302 [43:50:20<5:14:02,  3.82s/it]
 89%|████████▉ | 41368/46302 [43:50:24<5:14:01,  3.82s/it]
 89%|████████▉ | 41369/46302 [43:50:27<5:13:58,  3.82s/it]
 89%|████████▉ | 41370/46302 [43:50:31<5:13:59,  3.82s/it]
 89%|████████▉ | 41371/46302 [43:50:35<5:13:56,  3.82s/it]
 89%|████████▉ | 41372/46302 [43:50:39<5:13:52,  3.82s/it]
 89%|████████▉ | 41373/46302 [43:50:43<5:13:47,  3.82s/it]
 89%|████████▉ | 41374/46302 [43:50:46<5:13:47,  3.82s/it]
 89%|████████▉ | 41375/46302 [43:50:50<5:13:38,  3.82s/it]
 89%|████████▉ | 41376/46302 [43:50:54<5:13:35,  3.82s/it]
 89%|████████▉ | 41377/46302 [43:50:58<5:13:39,  3.82s/it]
 89%|████████▉ | 41378/46302 [43:51:02<5:13:33,  3.82s/it]
 89%|████████▉ | 41379/46302 [43:51:06<5:13:23,  3.82s/it]
 89%|████████▉ | 41380/46302 [43:51:09<5:13:16,  3.82s/it]
 89%|████████▉ | 41381/46302 [43:51:13<5:13:15,  3.82s/it]
 89%|████████▉ | 41382/46302 [43:51:17<5:13:16,  3.82s/it]
 89%|████████▉ | 41383/46302 [43:51:21<5:13:13,  3.82s/it]
 89%|████████▉ | 41384/46302 [43:51:25<5:13:12,  3.82s/it]
 89%|████████▉ | 41385/46302 [43:51:28<5:13:07,  3.82s/it]
 89%|████████▉ | 41386/46302 [43:51:32<5:13:04,  3.82s/it]
 89%|████████▉ | 41387/46302 [43:51:36<5:13:03,  3.82s/it]
 89%|████████▉ | 41388/46302 [43:51:40<5:12:57,  3.82s/it]
 89%|████████▉ | 41389/46302 [43:51:44<5:12:58,  3.82s/it]
 89%|████████▉ | 41390/46302 [43:51:48<5:12:54,  3.82s/it]
 89%|████████▉ | 41391/46302 [43:51:51<5:12:51,  3.82s/it]
 89%|████████▉ | 41392/46302 [43:51:55<5:12:51,  3.82s/it]
 89%|████████▉ | 41393/46302 [43:51:59<5:12:41,  3.82s/it]
 89%|████████▉ | 41394/46302 [43:52:03<5:12:35,  3.82s/it]
 89%|████████▉ | 41395/46302 [43:52:07<5:12:26,  3.82s/it]
 89%|████████▉ | 41396/46302 [43:52:10<5:12:22,  3.82s/it]
 89%|████████▉ | 41397/46302 [43:52:14<5:12:20,  3.82s/it]
 89%|████████▉ | 41398/46302 [43:52:18<5:12:15,  3.82s/it]
 89%|████████▉ | 41399/46302 [43:52:22<5:12:12,  3.82s/it]
 89%|████████▉ | 41400/46302 [43:52:26<5:12:06,  3.82s/it]
 89%|████████▉ | 41401/46302 [43:52:30<5:12:04,  3.82s/it]
 89%|████████▉ | 41402/46302 [43:52:33<5:12:00,  3.82s/it]
 89%|████████▉ | 41403/46302 [43:52:37<5:12:01,  3.82s/it]
 89%|████████▉ | 41404/46302 [43:52:41<5:11:59,  3.82s/it]
 89%|████████▉ | 41405/46302 [43:52:45<5:11:54,  3.82s/it]
 89%|████████▉ | 41406/46302 [43:52:49<5:11:51,  3.82s/it]
 89%|████████▉ | 41407/46302 [43:52:53<5:11:49,  3.82s/it]
 89%|████████▉ | 41408/46302 [43:52:56<5:11:43,  3.82s/it]
 89%|████████▉ | 41409/46302 [43:53:00<5:11:38,  3.82s/it]
 89%|████████▉ | 41410/46302 [43:53:04<5:11:36,  3.82s/it]
 89%|████████▉ | 41411/46302 [43:53:08<5:11:38,  3.82s/it]
 89%|████████▉ | 41412/46302 [43:53:12<5:11:30,  3.82s/it]
 89%|████████▉ | 41413/46302 [43:53:15<5:11:27,  3.82s/it]
 89%|████████▉ | 41414/46302 [43:53:19<5:11:26,  3.82s/it]
 89%|████████▉ | 41415/46302 [43:53:23<5:11:24,  3.82s/it]
 89%|████████▉ | 41416/46302 [43:53:27<5:11:13,  3.82s/it]
 89%|████████▉ | 41417/46302 [43:53:31<5:11:08,  3.82s/it]
 89%|████████▉ | 41418/46302 [43:53:35<5:11:06,  3.82s/it]
 89%|████████▉ | 41419/46302 [43:53:38<5:11:03,  3.82s/it]
 89%|████████▉ | 41420/46302 [43:53:42<5:10:51,  3.82s/it]
 89%|████████▉ | 41421/46302 [43:53:46<5:10:46,  3.82s/it]
 89%|████████▉ | 41422/46302 [43:53:50<5:10:41,  3.82s/it]
 89%|████████▉ | 41423/46302 [43:53:54<5:10:38,  3.82s/it]
 89%|████████▉ | 41424/46302 [43:53:57<5:10:34,  3.82s/it]
 89%|████████▉ | 41425/46302 [43:54:01<5:10:30,  3.82s/it]
 89%|████████▉ | 41426/46302 [43:54:05<5:10:28,  3.82s/it]
 89%|████████▉ | 41427/46302 [43:54:09<5:10:25,  3.82s/it]
 89%|████████▉ | 41428/46302 [43:54:13<5:10:25,  3.82s/it]
 89%|████████▉ | 41429/46302 [43:54:17<5:10:21,  3.82s/it]
 89%|████████▉ | 41430/46302 [43:54:20<5:10:09,  3.82s/it]
 89%|████████▉ | 41431/46302 [43:54:24<5:10:07,  3.82s/it]
 89%|████████▉ | 41432/46302 [43:54:28<5:10:04,  3.82s/it]
 89%|████████▉ | 41433/46302 [43:54:32<5:09:59,  3.82s/it]
 89%|████████▉ | 41434/46302 [43:54:36<5:09:55,  3.82s/it]
 89%|████████▉ | 41435/46302 [43:54:40<5:09:53,  3.82s/it]
 89%|████████▉ | 41436/46302 [43:54:43<5:09:52,  3.82s/it]
 89%|████████▉ | 41437/46302 [43:54:47<5:09:52,  3.82s/it]
 89%|████████▉ | 41438/46302 [43:54:51<5:09:46,  3.82s/it]
 89%|████████▉ | 41439/46302 [43:54:55<5:09:41,  3.82s/it]
 89%|████████▉ | 41440/46302 [43:54:59<5:09:38,  3.82s/it]
 90%|████████▉ | 41441/46302 [43:55:02<5:09:33,  3.82s/it]
 90%|████████▉ | 41442/46302 [43:55:06<5:09:29,  3.82s/it]
 90%|████████▉ | 41443/46302 [43:55:10<5:09:18,  3.82s/it]
 90%|████████▉ | 41444/46302 [43:55:14<5:09:18,  3.82s/it]
 90%|████████▉ | 41445/46302 [43:55:18<5:09:13,  3.82s/it]
 90%|████████▉ | 41446/46302 [43:55:22<5:09:11,  3.82s/it]
 90%|████████▉ | 41447/46302 [43:55:25<5:09:07,  3.82s/it]
 90%|████████▉ | 41448/46302 [43:55:29<5:09:01,  3.82s/it]
 90%|████████▉ | 41449/46302 [43:55:33<5:09:01,  3.82s/it]
 90%|████████▉ | 41450/46302 [43:55:37<5:08:58,  3.82s/it]
 90%|████████▉ | 41451/46302 [43:55:41<5:08:56,  3.82s/it]
 90%|████████▉ | 41452/46302 [43:55:44<5:08:52,  3.82s/it]
 90%|████████▉ | 41453/46302 [43:55:48<5:08:48,  3.82s/it]
 90%|████████▉ | 41454/46302 [43:55:52<5:08:48,  3.82s/it]
 90%|████████▉ | 41455/46302 [43:55:56<5:08:41,  3.82s/it]
 90%|████████▉ | 41456/46302 [43:56:00<5:08:37,  3.82s/it]
 90%|████████▉ | 41457/46302 [43:56:04<5:08:33,  3.82s/it]
 90%|████████▉ | 41458/46302 [43:56:07<5:08:29,  3.82s/it]
 90%|████████▉ | 41459/46302 [43:56:11<5:08:25,  3.82s/it]
 90%|████████▉ | 41460/46302 [43:56:15<5:08:18,  3.82s/it]
 90%|████████▉ | 41461/46302 [43:56:19<5:08:08,  3.82s/it]
 90%|████████▉ | 41462/46302 [43:56:23<5:08:05,  3.82s/it]
 90%|████████▉ | 41463/46302 [43:56:26<5:08:00,  3.82s/it]
 90%|████████▉ | 41464/46302 [43:56:30<5:07:56,  3.82s/it]
 90%|████████▉ | 41465/46302 [43:56:34<5:07:57,  3.82s/it]
 90%|████████▉ | 41466/46302 [43:56:38<5:07:57,  3.82s/it]
 90%|████████▉ | 41467/46302 [43:56:42<5:07:53,  3.82s/it]
 90%|████████▉ | 41468/46302 [43:56:46<5:07:48,  3.82s/it]
 90%|████████▉ | 41469/46302 [43:56:49<5:07:46,  3.82s/it]
 90%|████████▉ | 41470/46302 [43:56:53<5:07:41,  3.82s/it]
 90%|████████▉ | 41471/46302 [43:56:57<5:07:35,  3.82s/it]
 90%|████████▉ | 41472/46302 [43:57:01<5:07:30,  3.82s/it]
 90%|████████▉ | 41473/46302 [43:57:05<5:07:30,  3.82s/it]
 90%|████████▉ | 41474/46302 [43:57:09<5:07:25,  3.82s/it]
 90%|████████▉ | 41475/46302 [43:57:12<5:07:20,  3.82s/it]
 90%|████████▉ | 41476/46302 [43:57:16<5:07:20,  3.82s/it]
 90%|████████▉ | 41477/46302 [43:57:20<5:07:14,  3.82s/it]
 90%|████████▉ | 41478/46302 [43:57:24<5:07:13,  3.82s/it]
 90%|████████▉ | 41479/46302 [43:57:28<5:07:09,  3.82s/it]
 90%|████████▉ | 41480/46302 [43:57:31<5:07:04,  3.82s/it]
 90%|████████▉ | 41481/46302 [43:57:35<5:06:58,  3.82s/it]
 90%|████████▉ | 41482/46302 [43:57:39<5:06:54,  3.82s/it]
 90%|████████▉ | 41483/46302 [43:57:43<5:06:48,  3.82s/it]
 90%|████████▉ | 41484/46302 [43:57:47<5:06:44,  3.82s/it]
 90%|████████▉ | 41485/46302 [43:57:51<5:06:40,  3.82s/it]
 90%|████████▉ | 41486/46302 [43:57:54<5:06:38,  3.82s/it]
 90%|████████▉ | 41487/46302 [43:57:58<5:06:36,  3.82s/it]
 90%|████████▉ | 41488/46302 [43:58:02<5:06:32,  3.82s/it]
 90%|████████▉ | 41489/46302 [43:58:06<5:06:28,  3.82s/it]
 90%|████████▉ | 41490/46302 [43:58:10<5:06:19,  3.82s/it]
 90%|████████▉ | 41491/46302 [43:58:13<5:06:15,  3.82s/it]
 90%|████████▉ | 41492/46302 [43:58:17<5:06:12,  3.82s/it]
 90%|████████▉ | 41493/46302 [43:58:21<5:06:10,  3.82s/it]
 90%|████████▉ | 41494/46302 [43:58:25<5:06:07,  3.82s/it]
 90%|████████▉ | 41495/46302 [43:58:29<5:06:03,  3.82s/it]
 90%|████████▉ | 41496/46302 [43:58:33<5:05:57,  3.82s/it]
 90%|████████▉ | 41497/46302 [43:58:36<5:05:55,  3.82s/it]
 90%|████████▉ | 41498/46302 [43:58:40<5:05:49,  3.82s/it]
 90%|████████▉ | 41499/46302 [43:58:44<5:05:43,  3.82s/it]
 90%|████████▉ | 41500/46302 [43:58:48<5:05:35,  3.82s/it]
                                                          
{'loss': 3.0756, 'learning_rate': 0.0005299986755551632, 'epoch': 0.9}

 90%|████████▉ | 41500/46302 [43:58:48<5:05:35,  3.82s/it]
 90%|████████▉ | 41501/46302 [43:58:52<5:05:37,  3.82s/it]
 90%|████████▉ | 41502/46302 [43:58:55<5:05:33,  3.82s/it]
 90%|████████▉ | 41503/46302 [43:58:59<5:05:30,  3.82s/it]
 90%|████████▉ | 41504/46302 [43:59:03<5:05:27,  3.82s/it]
 90%|████████▉ | 41505/46302 [43:59:07<5:05:27,  3.82s/it]
 90%|████████▉ | 41506/46302 [43:59:11<5:05:22,  3.82s/it]
 90%|████████▉ | 41507/46302 [43:59:15<5:05:20,  3.82s/it]
 90%|████████▉ | 41508/46302 [43:59:18<5:05:15,  3.82s/it]
 90%|████████▉ | 41509/46302 [43:59:22<5:05:06,  3.82s/it]
 90%|████████▉ | 41510/46302 [43:59:26<5:05:04,  3.82s/it]
 90%|████████▉ | 41511/46302 [43:59:30<5:05:00,  3.82s/it]
 90%|████████▉ | 41512/46302 [43:59:34<5:04:57,  3.82s/it]
 90%|████████▉ | 41513/46302 [43:59:38<5:04:56,  3.82s/it]
 90%|████████▉ | 41514/46302 [43:59:41<5:04:51,  3.82s/it]
 90%|████████▉ | 41515/46302 [43:59:45<5:04:48,  3.82s/it]
 90%|████████▉ | 41516/46302 [43:59:49<5:04:48,  3.82s/it]
 90%|████████▉ | 41517/46302 [43:59:53<5:04:47,  3.82s/it]
 90%|████████▉ | 41518/46302 [43:59:57<5:04:35,  3.82s/it]
 90%|████████▉ | 41519/46302 [44:00:00<5:03:50,  3.81s/it]
 90%|████████▉ | 41520/46302 [44:00:04<5:03:17,  3.81s/it]
 90%|████████▉ | 41521/46302 [44:00:08<5:03:15,  3.81s/it]
 90%|████████▉ | 41522/46302 [44:00:12<5:03:03,  3.80s/it]
 90%|████████▉ | 41523/46302 [44:00:16<5:02:40,  3.80s/it]
 90%|████████▉ | 41524/46302 [44:00:19<5:02:11,  3.79s/it]
 90%|████████▉ | 41525/46302 [44:00:23<5:02:00,  3.79s/it]
 90%|████████▉ | 41526/46302 [44:00:27<5:02:02,  3.79s/it]
 90%|████████▉ | 41527/46302 [44:00:31<5:01:56,  3.79s/it]
 90%|████████▉ | 41528/46302 [44:00:35<5:01:44,  3.79s/it]
 90%|████████▉ | 41529/46302 [44:00:38<5:01:42,  3.79s/it]
 90%|████████▉ | 41530/46302 [44:00:42<5:01:19,  3.79s/it]
 90%|████████▉ | 41531/46302 [44:00:46<5:01:34,  3.79s/it]
 90%|████████▉ | 41532/46302 [44:00:50<5:01:35,  3.79s/it]
 90%|████████▉ | 41533/46302 [44:00:54<5:01:35,  3.79s/it]
 90%|████████▉ | 41534/46302 [44:00:57<5:01:17,  3.79s/it]
 90%|████████▉ | 41535/46302 [44:01:01<5:00:59,  3.79s/it]
 90%|████████▉ | 41536/46302 [44:01:05<5:00:58,  3.79s/it]
 90%|████████▉ | 41537/46302 [44:01:09<5:01:01,  3.79s/it]
 90%|████████▉ | 41538/46302 [44:01:12<5:00:39,  3.79s/it]
 90%|████████▉ | 41539/46302 [44:01:16<5:00:29,  3.79s/it]
 90%|████████▉ | 41540/46302 [44:01:20<5:00:33,  3.79s/it]
 90%|████████▉ | 41541/46302 [44:01:24<5:00:39,  3.79s/it]
 90%|████████▉ | 41542/46302 [44:01:28<5:00:35,  3.79s/it]
 90%|████████▉ | 41543/46302 [44:01:31<5:00:43,  3.79s/it]
 90%|████████▉ | 41544/46302 [44:01:35<5:00:26,  3.79s/it]
 90%|████████▉ | 41545/46302 [44:01:39<5:00:33,  3.79s/it]
 90%|████████▉ | 41546/46302 [44:01:43<5:00:20,  3.79s/it]
 90%|████████▉ | 41547/46302 [44:01:47<5:00:13,  3.79s/it]
 90%|████████▉ | 41548/46302 [44:01:50<5:00:05,  3.79s/it]
 90%|████████▉ | 41549/46302 [44:01:54<4:59:55,  3.79s/it]
 90%|████████▉ | 41550/46302 [44:01:58<4:59:40,  3.78s/it]
 90%|████████▉ | 41551/46302 [44:02:02<4:59:52,  3.79s/it]
 90%|████████▉ | 41552/46302 [44:02:05<4:59:56,  3.79s/it]
 90%|████████▉ | 41553/46302 [44:02:09<4:59:54,  3.79s/it]
 90%|████████▉ | 41554/46302 [44:02:13<4:59:34,  3.79s/it]
 90%|████████▉ | 41555/46302 [44:02:17<4:59:40,  3.79s/it]
 90%|████████▉ | 41556/46302 [44:02:21<4:59:38,  3.79s/it]
 90%|████████▉ | 41557/46302 [44:02:24<4:59:32,  3.79s/it]
 90%|████████▉ | 41558/46302 [44:02:28<4:59:34,  3.79s/it]
 90%|████████▉ | 41559/46302 [44:02:32<5:00:09,  3.80s/it]
 90%|████████▉ | 41560/46302 [44:02:36<4:59:57,  3.80s/it]
 90%|████████▉ | 41561/46302 [44:02:40<4:59:36,  3.79s/it]
 90%|████████▉ | 41562/46302 [44:02:43<4:59:21,  3.79s/it]
 90%|████████▉ | 41563/46302 [44:02:47<4:59:21,  3.79s/it]
 90%|████████▉ | 41564/46302 [44:02:51<4:59:18,  3.79s/it]
 90%|████████▉ | 41565/46302 [44:02:55<4:59:32,  3.79s/it]
 90%|████████▉ | 41566/46302 [44:02:59<4:59:19,  3.79s/it]
 90%|████████▉ | 41567/46302 [44:03:02<4:59:07,  3.79s/it]
 90%|████████▉ | 41568/46302 [44:03:06<4:58:48,  3.79s/it]
 90%|████████▉ | 41569/46302 [44:03:10<4:58:31,  3.78s/it]
 90%|████████▉ | 41570/46302 [44:03:14<4:58:43,  3.79s/it]
 90%|████████▉ | 41571/46302 [44:03:17<4:58:29,  3.79s/it]
 90%|████████▉ | 41572/46302 [44:03:21<4:58:34,  3.79s/it]
 90%|████████▉ | 41573/46302 [44:03:25<4:59:02,  3.79s/it]
 90%|████████▉ | 41574/46302 [44:03:29<4:58:40,  3.79s/it]
 90%|████████▉ | 41575/46302 [44:03:33<4:58:38,  3.79s/it]
 90%|████████▉ | 41576/46302 [44:03:36<4:58:16,  3.79s/it]
 90%|████████▉ | 41577/46302 [44:03:40<4:58:46,  3.79s/it]
 90%|████████▉ | 41578/46302 [44:03:44<4:58:34,  3.79s/it]
 90%|████████▉ | 41579/46302 [44:03:48<4:58:22,  3.79s/it]
 90%|████████▉ | 41580/46302 [44:03:52<4:58:02,  3.79s/it]
 90%|████████▉ | 41581/46302 [44:03:55<4:57:57,  3.79s/it]
 90%|████████▉ | 41582/46302 [44:03:59<4:57:50,  3.79s/it]
 90%|████████▉ | 41583/46302 [44:04:03<4:57:45,  3.79s/it]
 90%|████████▉ | 41584/46302 [44:04:07<4:57:39,  3.79s/it]
 90%|████████▉ | 41585/46302 [44:04:11<4:57:30,  3.78s/it]
 90%|████████▉ | 41586/46302 [44:04:14<4:57:39,  3.79s/it]
 90%|████████▉ | 41587/46302 [44:04:18<4:57:49,  3.79s/it]
 90%|████████▉ | 41588/46302 [44:04:22<4:57:33,  3.79s/it]
 90%|████████▉ | 41589/46302 [44:04:26<4:57:33,  3.79s/it]
 90%|████████▉ | 41590/46302 [44:04:29<4:57:44,  3.79s/it]
 90%|████████▉ | 41591/46302 [44:04:33<4:57:34,  3.79s/it]
 90%|████████▉ | 41592/46302 [44:04:37<4:57:34,  3.79s/it]
 90%|████████▉ | 41593/46302 [44:04:41<4:57:22,  3.79s/it]
 90%|████████▉ | 41594/46302 [44:04:45<4:57:03,  3.79s/it]
 90%|████████▉ | 41595/46302 [44:04:48<4:56:54,  3.78s/it]
 90%|████████▉ | 41596/46302 [44:04:52<4:57:15,  3.79s/it]
 90%|████████▉ | 41597/46302 [44:04:56<4:57:12,  3.79s/it]
 90%|████████▉ | 41598/46302 [44:05:00<4:57:06,  3.79s/it]
 90%|████████▉ | 41599/46302 [44:05:04<4:56:47,  3.79s/it]
 90%|████████▉ | 41600/46302 [44:05:07<4:56:45,  3.79s/it]
 90%|████████▉ | 41601/46302 [44:05:11<4:56:54,  3.79s/it]
 90%|████████▉ | 41602/46302 [44:05:15<4:56:57,  3.79s/it]
 90%|████████▉ | 41603/46302 [44:05:19<4:56:49,  3.79s/it]
 90%|████████▉ | 41604/46302 [44:05:23<4:57:02,  3.79s/it]
 90%|████████▉ | 41605/46302 [44:05:26<4:57:03,  3.79s/it]
 90%|████████▉ | 41606/46302 [44:05:30<4:57:01,  3.80s/it]
 90%|████████▉ | 41607/46302 [44:05:34<4:56:37,  3.79s/it]
 90%|████████▉ | 41608/46302 [44:05:38<4:56:46,  3.79s/it]
 90%|████████▉ | 41609/46302 [44:05:41<4:56:36,  3.79s/it]
 90%|████████▉ | 41610/46302 [44:05:45<4:56:16,  3.79s/it]
 90%|████████▉ | 41611/46302 [44:05:49<4:56:15,  3.79s/it]
 90%|████████▉ | 41612/46302 [44:05:53<4:56:13,  3.79s/it]
 90%|████████▉ | 41613/46302 [44:05:57<4:56:10,  3.79s/it]
 90%|████████▉ | 41614/46302 [44:06:00<4:55:52,  3.79s/it]
 90%|████████▉ | 41615/46302 [44:06:04<4:55:41,  3.79s/it]
 90%|████████▉ | 41616/46302 [44:06:08<4:55:38,  3.79s/it]
 90%|████████▉ | 41617/46302 [44:06:12<4:55:31,  3.78s/it]
 90%|████████▉ | 41618/46302 [44:06:16<4:55:32,  3.79s/it]
 90%|████████▉ | 41619/46302 [44:06:19<4:55:19,  3.78s/it]
 90%|████████▉ | 41620/46302 [44:06:23<4:55:21,  3.79s/it]
 90%|████████▉ | 41621/46302 [44:06:27<4:55:33,  3.79s/it]
 90%|████████▉ | 41622/46302 [44:06:31<4:55:10,  3.78s/it]
 90%|████████▉ | 41623/46302 [44:06:34<4:55:08,  3.78s/it]
 90%|████████▉ | 41624/46302 [44:06:38<4:55:03,  3.78s/it]
 90%|████████▉ | 41625/46302 [44:06:42<4:54:49,  3.78s/it]
 90%|████████▉ | 41626/46302 [44:06:46<4:54:49,  3.78s/it]
 90%|████████▉ | 41627/46302 [44:06:50<4:54:42,  3.78s/it]
 90%|████████▉ | 41628/46302 [44:06:53<4:54:43,  3.78s/it]
 90%|████████▉ | 41629/46302 [44:06:57<4:54:41,  3.78s/it]
 90%|████████▉ | 41630/46302 [44:07:01<4:54:53,  3.79s/it]
 90%|████████▉ | 41631/46302 [44:07:05<4:54:40,  3.79s/it]
 90%|████████▉ | 41632/46302 [44:07:09<4:54:30,  3.78s/it]
 90%|████████▉ | 41633/46302 [44:07:12<4:54:37,  3.79s/it]
 90%|████████▉ | 41634/46302 [44:07:16<4:54:34,  3.79s/it]
 90%|████████▉ | 41635/46302 [44:07:20<4:54:19,  3.78s/it]
 90%|████████▉ | 41636/46302 [44:07:24<4:54:17,  3.78s/it]
 90%|████████▉ | 41637/46302 [44:07:27<4:54:24,  3.79s/it]
 90%|████████▉ | 41638/46302 [44:07:31<4:54:21,  3.79s/it]
 90%|████████▉ | 41639/46302 [44:07:35<4:54:43,  3.79s/it]
 90%|████████▉ | 41640/46302 [44:07:39<4:54:51,  3.79s/it]
 90%|████████▉ | 41641/46302 [44:07:43<4:54:40,  3.79s/it]
 90%|████████▉ | 41642/46302 [44:07:46<4:54:09,  3.79s/it]
 90%|████████▉ | 41643/46302 [44:07:50<4:54:19,  3.79s/it]
 90%|████████▉ | 41644/46302 [44:07:54<4:54:02,  3.79s/it]
 90%|████████▉ | 41645/46302 [44:07:58<4:53:57,  3.79s/it]
 90%|████████▉ | 41646/46302 [44:08:02<4:54:08,  3.79s/it]
 90%|████████▉ | 41647/46302 [44:08:05<4:53:44,  3.79s/it]
 90%|████████▉ | 41648/46302 [44:08:09<4:53:32,  3.78s/it]
 90%|████████▉ | 41649/46302 [44:08:13<4:53:29,  3.78s/it]
 90%|████████▉ | 41650/46302 [44:08:17<4:53:23,  3.78s/it]
 90%|████████▉ | 41651/46302 [44:08:21<4:53:37,  3.79s/it]
 90%|████████▉ | 41652/46302 [44:08:24<4:54:14,  3.80s/it]
 90%|████████▉ | 41653/46302 [44:08:28<4:54:47,  3.80s/it]
 90%|████████▉ | 41654/46302 [44:08:32<4:55:04,  3.81s/it]
 90%|████████▉ | 41655/46302 [44:08:36<4:55:09,  3.81s/it]
 90%|████████▉ | 41656/46302 [44:08:40<4:55:14,  3.81s/it]
 90%|████████▉ | 41657/46302 [44:08:43<4:55:25,  3.82s/it]
 90%|████████▉ | 41658/46302 [44:08:47<4:55:22,  3.82s/it]
 90%|████████▉ | 41659/46302 [44:08:51<4:55:26,  3.82s/it]
 90%|████████▉ | 41660/46302 [44:08:55<4:55:21,  3.82s/it]
 90%|████████▉ | 41661/46302 [44:08:59<4:55:15,  3.82s/it]
 90%|████████▉ | 41662/46302 [44:09:03<4:55:10,  3.82s/it]
 90%|████████▉ | 41663/46302 [44:09:06<4:55:11,  3.82s/it]
 90%|████████▉ | 41664/46302 [44:09:10<4:55:04,  3.82s/it]
 90%|████████▉ | 41665/46302 [44:09:14<4:55:04,  3.82s/it]
 90%|████████▉ | 41666/46302 [44:09:18<4:54:59,  3.82s/it]
 90%|████████▉ | 41667/46302 [44:09:22<4:54:54,  3.82s/it]
 90%|████████▉ | 41668/46302 [44:09:25<4:54:45,  3.82s/it]
 90%|████████▉ | 41669/46302 [44:09:29<4:54:39,  3.82s/it]
 90%|████████▉ | 41670/46302 [44:09:33<4:54:41,  3.82s/it]
 90%|████████▉ | 41671/46302 [44:09:37<4:54:41,  3.82s/it]
 90%|█████████ | 41672/46302 [44:09:41<4:54:41,  3.82s/it]
 90%|█████████ | 41673/46302 [44:09:45<4:54:40,  3.82s/it]
 90%|█████████ | 41674/46302 [44:09:48<4:54:37,  3.82s/it]
 90%|█████████ | 41675/46302 [44:09:52<4:54:36,  3.82s/it]
 90%|█████████ | 41676/46302 [44:09:56<4:54:32,  3.82s/it]
 90%|█████████ | 41677/46302 [44:10:00<4:54:29,  3.82s/it]
 90%|█████████ | 41678/46302 [44:10:04<4:54:23,  3.82s/it]
 90%|█████████ | 41679/46302 [44:10:07<4:54:16,  3.82s/it]
 90%|█████████ | 41680/46302 [44:10:11<4:54:16,  3.82s/it]
 90%|█████████ | 41681/46302 [44:10:15<4:54:09,  3.82s/it]
 90%|█████████ | 41682/46302 [44:10:19<4:54:06,  3.82s/it]
 90%|█████████ | 41683/46302 [44:10:23<4:54:02,  3.82s/it]
 90%|█████████ | 41684/46302 [44:10:27<4:53:52,  3.82s/it]
 90%|█████████ | 41685/46302 [44:10:30<4:53:49,  3.82s/it]
 90%|█████████ | 41686/46302 [44:10:34<4:53:45,  3.82s/it]
 90%|█████████ | 41687/46302 [44:10:38<4:53:41,  3.82s/it]
 90%|█████████ | 41688/46302 [44:10:42<4:53:35,  3.82s/it]
 90%|█████████ | 41689/46302 [44:10:46<4:53:28,  3.82s/it]
 90%|█████████ | 41690/46302 [44:10:49<4:53:26,  3.82s/it]
 90%|█████████ | 41691/46302 [44:10:53<4:53:25,  3.82s/it]
 90%|█████████ | 41692/46302 [44:10:57<4:53:23,  3.82s/it]
 90%|█████████ | 41693/46302 [44:11:01<4:53:22,  3.82s/it]
 90%|█████████ | 41694/46302 [44:11:05<4:53:19,  3.82s/it]
 90%|█████████ | 41695/46302 [44:11:09<4:53:13,  3.82s/it]
 90%|█████████ | 41696/46302 [44:11:12<4:53:10,  3.82s/it]
 90%|█████████ | 41697/46302 [44:11:16<4:53:02,  3.82s/it]
 90%|█████████ | 41698/46302 [44:11:20<4:53:00,  3.82s/it]
 90%|█████████ | 41699/46302 [44:11:24<4:52:53,  3.82s/it]
 90%|█████████ | 41700/46302 [44:11:28<4:52:51,  3.82s/it]
 90%|█████████ | 41701/46302 [44:11:31<4:52:48,  3.82s/it]
 90%|█████████ | 41702/46302 [44:11:35<4:52:45,  3.82s/it]
 90%|█████████ | 41703/46302 [44:11:39<4:52:39,  3.82s/it]
 90%|█████████ | 41704/46302 [44:11:43<4:52:37,  3.82s/it]
 90%|█████████ | 41705/46302 [44:11:47<4:52:32,  3.82s/it]
 90%|█████████ | 41706/46302 [44:11:51<4:52:30,  3.82s/it]
 90%|█████████ | 41707/46302 [44:11:54<4:52:30,  3.82s/it]
 90%|█████████ | 41708/46302 [44:11:58<4:52:28,  3.82s/it]
 90%|█████████ | 41709/46302 [44:12:02<4:52:24,  3.82s/it]
 90%|█████████ | 41710/46302 [44:12:06<4:52:17,  3.82s/it]
 90%|█████████ | 41711/46302 [44:12:10<4:52:12,  3.82s/it]
 90%|█████████ | 41712/46302 [44:12:13<4:52:04,  3.82s/it]
 90%|█████████ | 41713/46302 [44:12:17<4:52:00,  3.82s/it]
 90%|█████████ | 41714/46302 [44:12:21<4:52:00,  3.82s/it]
 90%|█████████ | 41715/46302 [44:12:25<4:52:00,  3.82s/it]
 90%|█████████ | 41716/46302 [44:12:29<4:51:48,  3.82s/it]
 90%|█████████ | 41717/46302 [44:12:33<4:51:50,  3.82s/it]
 90%|█████████ | 41718/46302 [44:12:36<4:51:46,  3.82s/it]
 90%|█████████ | 41719/46302 [44:12:40<4:51:44,  3.82s/it]
 90%|█████████ | 41720/46302 [44:12:44<4:51:41,  3.82s/it]
 90%|█████████ | 41721/46302 [44:12:48<4:51:33,  3.82s/it]
 90%|█████████ | 41722/46302 [44:12:52<4:51:30,  3.82s/it]
 90%|█████████ | 41723/46302 [44:12:55<4:51:24,  3.82s/it]
 90%|█████████ | 41724/46302 [44:12:59<4:51:23,  3.82s/it]
 90%|█████████ | 41725/46302 [44:13:03<4:51:22,  3.82s/it]
 90%|█████████ | 41726/46302 [44:13:07<4:51:22,  3.82s/it]
 90%|█████████ | 41727/46302 [44:13:11<4:51:13,  3.82s/it]
 90%|█████████ | 41728/46302 [44:13:15<4:51:10,  3.82s/it]
 90%|█████████ | 41729/46302 [44:13:18<4:51:08,  3.82s/it]
 90%|█████████ | 41730/46302 [44:13:22<4:51:03,  3.82s/it]
 90%|█████████ | 41731/46302 [44:13:26<4:51:04,  3.82s/it]
 90%|█████████ | 41732/46302 [44:13:30<4:50:58,  3.82s/it]
 90%|█████████ | 41733/46302 [44:13:34<4:50:46,  3.82s/it]
 90%|█████████ | 41734/46302 [44:13:37<4:50:44,  3.82s/it]
 90%|█████████ | 41735/46302 [44:13:41<4:50:40,  3.82s/it]
 90%|█████████ | 41736/46302 [44:13:45<4:50:39,  3.82s/it]
 90%|█████████ | 41737/46302 [44:13:49<4:50:36,  3.82s/it]
 90%|█████████ | 41738/46302 [44:13:53<4:50:31,  3.82s/it]
 90%|█████████ | 41739/46302 [44:13:57<4:50:30,  3.82s/it]
 90%|█████████ | 41740/46302 [44:14:00<4:50:37,  3.82s/it]
 90%|█████████ | 41741/46302 [44:14:04<4:50:29,  3.82s/it]
 90%|█████████ | 41742/46302 [44:14:08<4:50:25,  3.82s/it]
 90%|█████████ | 41743/46302 [44:14:12<4:50:16,  3.82s/it]
 90%|█████████ | 41744/46302 [44:14:16<4:50:10,  3.82s/it]
 90%|█████████ | 41745/46302 [44:14:19<4:50:05,  3.82s/it]
 90%|█████████ | 41746/46302 [44:14:23<4:49:59,  3.82s/it]
 90%|█████████ | 41747/46302 [44:14:27<4:49:56,  3.82s/it]
 90%|█████████ | 41748/46302 [44:14:31<4:49:52,  3.82s/it]
 90%|█████████ | 41749/46302 [44:14:35<4:49:32,  3.82s/it]
 90%|█████████ | 41750/46302 [44:14:39<4:49:34,  3.82s/it]
 90%|█████████ | 41751/46302 [44:14:42<4:49:39,  3.82s/it]
 90%|█████████ | 41752/46302 [44:14:46<4:49:37,  3.82s/it]
 90%|█████████ | 41753/46302 [44:14:50<4:49:35,  3.82s/it]
 90%|█████████ | 41754/46302 [44:14:54<4:49:25,  3.82s/it]
 90%|█████████ | 41755/46302 [44:14:58<4:49:21,  3.82s/it]
 90%|█████████ | 41756/46302 [44:15:01<4:49:20,  3.82s/it]
 90%|█████████ | 41757/46302 [44:15:05<4:49:13,  3.82s/it]
 90%|█████████ | 41758/46302 [44:15:09<4:49:08,  3.82s/it]
 90%|█████████ | 41759/46302 [44:15:13<4:49:12,  3.82s/it]
 90%|█████████ | 41760/46302 [44:15:17<4:49:10,  3.82s/it]
 90%|█████████ | 41761/46302 [44:15:21<4:49:07,  3.82s/it]
 90%|█████████ | 41762/46302 [44:15:24<4:49:02,  3.82s/it]
 90%|█████████ | 41763/46302 [44:15:28<4:48:51,  3.82s/it]
 90%|█████████ | 41764/46302 [44:15:32<4:48:41,  3.82s/it]
 90%|█████████ | 41765/46302 [44:15:36<4:48:45,  3.82s/it]
 90%|█████████ | 41766/46302 [44:15:40<4:48:30,  3.82s/it]
 90%|█████████ | 41767/46302 [44:15:43<4:48:33,  3.82s/it]
 90%|█████████ | 41768/46302 [44:15:47<4:48:31,  3.82s/it]
 90%|█████████ | 41769/46302 [44:15:51<4:48:22,  3.82s/it]
 90%|█████████ | 41770/46302 [44:15:55<4:48:23,  3.82s/it]
 90%|█████████ | 41771/46302 [44:15:59<4:48:24,  3.82s/it]
 90%|█████████ | 41772/46302 [44:16:03<4:48:23,  3.82s/it]
 90%|█████████ | 41773/46302 [44:16:06<4:48:15,  3.82s/it]
 90%|█████████ | 41774/46302 [44:16:10<4:48:15,  3.82s/it]
 90%|█████████ | 41775/46302 [44:16:14<4:48:11,  3.82s/it]
 90%|█████████ | 41776/46302 [44:16:18<4:48:03,  3.82s/it]
 90%|█████████ | 41777/46302 [44:16:22<4:48:03,  3.82s/it]
 90%|█████████ | 41778/46302 [44:16:26<4:47:57,  3.82s/it]
 90%|█████████ | 41779/46302 [44:16:29<4:47:47,  3.82s/it]
 90%|█████████ | 41780/46302 [44:16:33<4:47:42,  3.82s/it]
 90%|█████████ | 41781/46302 [44:16:37<4:47:40,  3.82s/it]
 90%|█████████ | 41782/46302 [44:16:41<4:47:38,  3.82s/it]
 90%|█████████ | 41783/46302 [44:16:45<4:47:39,  3.82s/it]
 90%|█████████ | 41784/46302 [44:16:48<4:47:37,  3.82s/it]
 90%|█████████ | 41785/46302 [44:16:52<4:47:36,  3.82s/it]
 90%|█████████ | 41786/46302 [44:16:56<4:47:31,  3.82s/it]
 90%|█████████ | 41787/46302 [44:17:00<4:47:28,  3.82s/it]
 90%|█████████ | 41788/46302 [44:17:04<4:47:26,  3.82s/it]
 90%|█████████ | 41789/46302 [44:17:08<4:47:23,  3.82s/it]
 90%|█████████ | 41790/46302 [44:17:11<4:47:16,  3.82s/it]
 90%|█████████ | 41791/46302 [44:17:15<4:47:15,  3.82s/it]
 90%|█████████ | 41792/46302 [44:17:19<4:47:09,  3.82s/it]
 90%|█████████ | 41793/46302 [44:17:23<4:47:07,  3.82s/it]
 90%|█████████ | 41794/46302 [44:17:27<4:47:02,  3.82s/it]
 90%|█████████ | 41795/46302 [44:17:30<4:46:55,  3.82s/it]
 90%|█████████ | 41796/46302 [44:17:34<4:46:52,  3.82s/it]
 90%|█████████ | 41797/46302 [44:17:38<4:46:47,  3.82s/it]
 90%|█████████ | 41798/46302 [44:17:42<4:46:44,  3.82s/it]
 90%|█████████ | 41799/46302 [44:17:46<4:46:43,  3.82s/it]
 90%|█████████ | 41800/46302 [44:17:50<4:46:44,  3.82s/it]
 90%|█████████ | 41801/46302 [44:17:53<4:46:39,  3.82s/it]
 90%|█████████ | 41802/46302 [44:17:57<4:46:30,  3.82s/it]
 90%|█████████ | 41803/46302 [44:18:01<4:46:28,  3.82s/it]
 90%|█████████ | 41804/46302 [44:18:05<4:46:22,  3.82s/it]
 90%|█████████ | 41805/46302 [44:18:09<4:46:19,  3.82s/it]
 90%|█████████ | 41806/46302 [44:18:12<4:46:14,  3.82s/it]
 90%|█████████ | 41807/46302 [44:18:16<4:46:12,  3.82s/it]
 90%|█████████ | 41808/46302 [44:18:20<4:46:08,  3.82s/it]
 90%|█████████ | 41809/46302 [44:18:24<4:46:05,  3.82s/it]
 90%|█████████ | 41810/46302 [44:18:28<4:45:56,  3.82s/it]
 90%|█████████ | 41811/46302 [44:18:32<4:45:56,  3.82s/it]
 90%|█████████ | 41812/46302 [44:18:35<4:45:51,  3.82s/it]
 90%|█████████ | 41813/46302 [44:18:39<4:45:49,  3.82s/it]
 90%|█████████ | 41814/46302 [44:18:43<4:45:43,  3.82s/it]
 90%|█████████ | 41815/46302 [44:18:47<4:45:40,  3.82s/it]
 90%|█████████ | 41816/46302 [44:18:51<4:45:36,  3.82s/it]
 90%|█████████ | 41817/46302 [44:18:54<4:45:33,  3.82s/it]
 90%|█████████ | 41818/46302 [44:18:58<4:45:25,  3.82s/it]
 90%|█████████ | 41819/46302 [44:19:02<4:45:19,  3.82s/it]
 90%|█████████ | 41820/46302 [44:19:06<4:45:18,  3.82s/it]
 90%|█████████ | 41821/46302 [44:19:10<4:45:14,  3.82s/it]
 90%|█████████ | 41822/46302 [44:19:14<4:45:12,  3.82s/it]
 90%|█████████ | 41823/46302 [44:19:17<4:45:10,  3.82s/it]
 90%|█████████ | 41824/46302 [44:19:21<4:45:06,  3.82s/it]
 90%|█████████ | 41825/46302 [44:19:25<4:45:02,  3.82s/it]
 90%|█████████ | 41826/46302 [44:19:29<4:44:56,  3.82s/it]
 90%|█████████ | 41827/46302 [44:19:33<4:44:55,  3.82s/it]
 90%|█████████ | 41828/46302 [44:19:36<4:44:49,  3.82s/it]
 90%|█████████ | 41829/46302 [44:19:40<4:44:45,  3.82s/it]
 90%|█████████ | 41830/46302 [44:19:44<4:44:41,  3.82s/it]
 90%|█████████ | 41831/46302 [44:19:48<4:44:38,  3.82s/it]
 90%|█████████ | 41832/46302 [44:19:52<4:44:37,  3.82s/it]
 90%|█████████ | 41833/46302 [44:19:56<4:44:28,  3.82s/it]
 90%|█████████ | 41834/46302 [44:19:59<4:44:28,  3.82s/it]
 90%|█████████ | 41835/46302 [44:20:03<4:44:25,  3.82s/it]
 90%|█████████ | 41836/46302 [44:20:07<4:44:19,  3.82s/it]
 90%|█████████ | 41837/46302 [44:20:11<4:44:14,  3.82s/it]
 90%|█████████ | 41838/46302 [44:20:15<4:44:13,  3.82s/it]
 90%|█████████ | 41839/46302 [44:20:19<4:44:14,  3.82s/it]
 90%|█████████ | 41840/46302 [44:20:22<4:44:06,  3.82s/it]
 90%|█████████ | 41841/46302 [44:20:26<4:44:06,  3.82s/it]
 90%|█████████ | 41842/46302 [44:20:30<4:44:03,  3.82s/it]
 90%|█████████ | 41843/46302 [44:20:34<4:43:56,  3.82s/it]
 90%|█████████ | 41844/46302 [44:20:38<4:43:53,  3.82s/it]
 90%|█████████ | 41845/46302 [44:20:41<4:43:52,  3.82s/it]
 90%|█████████ | 41846/46302 [44:20:45<4:43:42,  3.82s/it]
 90%|█████████ | 41847/46302 [44:20:49<4:43:37,  3.82s/it]
 90%|█████████ | 41848/46302 [44:20:53<4:43:36,  3.82s/it]
 90%|█████████ | 41849/46302 [44:20:57<4:43:35,  3.82s/it]
 90%|█████████ | 41850/46302 [44:21:01<4:43:30,  3.82s/it]
 90%|█████████ | 41851/46302 [44:21:04<4:43:24,  3.82s/it]
 90%|█████████ | 41852/46302 [44:21:08<4:43:19,  3.82s/it]
 90%|█████████ | 41853/46302 [44:21:12<4:43:17,  3.82s/it]
 90%|█████████ | 41854/46302 [44:21:16<4:43:11,  3.82s/it]
 90%|█████████ | 41855/46302 [44:21:20<4:43:05,  3.82s/it]
 90%|█████████ | 41856/46302 [44:21:23<4:43:02,  3.82s/it]
 90%|█████████ | 41857/46302 [44:21:27<4:43:00,  3.82s/it]
 90%|█████████ | 41858/46302 [44:21:31<4:42:56,  3.82s/it]
 90%|█████████ | 41859/46302 [44:21:35<4:42:54,  3.82s/it]
 90%|█████████ | 41860/46302 [44:21:39<4:42:50,  3.82s/it]
 90%|█████████ | 41861/46302 [44:21:43<4:42:48,  3.82s/it]
 90%|█████████ | 41862/46302 [44:21:46<4:42:47,  3.82s/it]
 90%|█████████ | 41863/46302 [44:21:50<4:42:41,  3.82s/it]
 90%|█████████ | 41864/46302 [44:21:54<4:42:40,  3.82s/it]
 90%|█████████ | 41865/46302 [44:21:58<4:42:35,  3.82s/it]
 90%|█████████ | 41866/46302 [44:22:02<4:42:31,  3.82s/it]
 90%|█████████ | 41867/46302 [44:22:06<4:42:29,  3.82s/it]
 90%|█████████ | 41868/46302 [44:22:09<4:42:24,  3.82s/it]
 90%|█████████ | 41869/46302 [44:22:13<4:42:15,  3.82s/it]
 90%|█████████ | 41870/46302 [44:22:17<4:42:11,  3.82s/it]
 90%|█████████ | 41871/46302 [44:22:21<4:42:07,  3.82s/it]
 90%|█████████ | 41872/46302 [44:22:25<4:42:01,  3.82s/it]
 90%|█████████ | 41873/46302 [44:22:28<4:41:54,  3.82s/it]
 90%|█████████ | 41874/46302 [44:22:32<4:41:54,  3.82s/it]
 90%|█████████ | 41875/46302 [44:22:36<4:41:52,  3.82s/it]
 90%|█████████ | 41876/46302 [44:22:40<4:41:47,  3.82s/it]
 90%|█████████ | 41877/46302 [44:22:44<4:41:43,  3.82s/it]
 90%|█████████ | 41878/46302 [44:22:48<4:41:30,  3.82s/it]
 90%|█████████ | 41879/46302 [44:22:51<4:41:24,  3.82s/it]
 90%|█████████ | 41880/46302 [44:22:55<4:41:21,  3.82s/it]
 90%|█████████ | 41881/46302 [44:22:59<4:41:10,  3.82s/it]
 90%|█████████ | 41882/46302 [44:23:03<4:41:08,  3.82s/it]
 90%|█████████ | 41883/46302 [44:23:07<4:41:11,  3.82s/it]
 90%|█████████ | 41884/46302 [44:23:10<4:41:10,  3.82s/it]
 90%|█████████ | 41885/46302 [44:23:14<4:41:09,  3.82s/it]
 90%|█████████ | 41886/46302 [44:23:18<4:41:09,  3.82s/it]
 90%|█████████ | 41887/46302 [44:23:22<4:41:01,  3.82s/it]
 90%|█████████ | 41888/46302 [44:23:26<4:40:58,  3.82s/it]
 90%|█████████ | 41889/46302 [44:23:30<4:40:54,  3.82s/it]
 90%|█████████ | 41890/46302 [44:23:33<4:40:50,  3.82s/it]
 90%|█████████ | 41891/46302 [44:23:37<4:40:47,  3.82s/it]
 90%|█████████ | 41892/46302 [44:23:41<4:40:42,  3.82s/it]
 90%|█████████ | 41893/46302 [44:23:45<4:40:39,  3.82s/it]
 90%|█████████ | 41894/46302 [44:23:49<4:40:36,  3.82s/it]
 90%|█████████ | 41895/46302 [44:23:52<4:40:35,  3.82s/it]
 90%|█████████ | 41896/46302 [44:23:56<4:40:32,  3.82s/it]
 90%|█████████ | 41897/46302 [44:24:00<4:40:31,  3.82s/it]
 90%|█████████ | 41898/46302 [44:24:04<4:40:20,  3.82s/it]
 90%|█████████ | 41899/46302 [44:24:08<4:40:17,  3.82s/it]
 90%|█████████ | 41900/46302 [44:24:12<4:40:16,  3.82s/it]
 90%|█████████ | 41901/46302 [44:24:15<4:40:15,  3.82s/it]
 90%|█████████ | 41902/46302 [44:24:19<4:40:01,  3.82s/it]
 90%|█████████ | 41903/46302 [44:24:23<4:39:57,  3.82s/it]
 91%|█████████ | 41904/46302 [44:24:27<4:39:53,  3.82s/it]
 91%|█████████ | 41905/46302 [44:24:31<4:39:52,  3.82s/it]
 91%|█████████ | 41906/46302 [44:24:34<4:39:46,  3.82s/it]
 91%|█████████ | 41907/46302 [44:24:38<4:39:41,  3.82s/it]
 91%|█████████ | 41908/46302 [44:24:42<4:39:40,  3.82s/it]
 91%|█████████ | 41909/46302 [44:24:46<4:39:33,  3.82s/it]
 91%|█████████ | 41910/46302 [44:24:50<4:39:30,  3.82s/it]
 91%|█████████ | 41911/46302 [44:24:54<4:39:26,  3.82s/it]
 91%|█████████ | 41912/46302 [44:24:57<4:39:25,  3.82s/it]
 91%|█████████ | 41913/46302 [44:25:01<4:39:18,  3.82s/it]
 91%|█████████ | 41914/46302 [44:25:05<4:39:10,  3.82s/it]
 91%|█████████ | 41915/46302 [44:25:09<4:39:09,  3.82s/it]
 91%|█████████ | 41916/46302 [44:25:13<4:39:04,  3.82s/it]
 91%|█████████ | 41917/46302 [44:25:16<4:38:59,  3.82s/it]
 91%|█████████ | 41918/46302 [44:25:20<4:38:55,  3.82s/it]
 91%|█████████ | 41919/46302 [44:25:24<4:38:47,  3.82s/it]
 91%|█████████ | 41920/46302 [44:25:28<4:38:42,  3.82s/it]
 91%|█████████ | 41921/46302 [44:25:32<4:38:44,  3.82s/it]
 91%|█████████ | 41922/46302 [44:25:36<4:38:45,  3.82s/it]
 91%|█████████ | 41923/46302 [44:25:39<4:38:45,  3.82s/it]
 91%|█████████ | 41924/46302 [44:25:43<4:38:42,  3.82s/it]
 91%|█████████ | 41925/46302 [44:25:47<4:38:40,  3.82s/it]
 91%|█████████ | 41926/46302 [44:25:51<4:38:37,  3.82s/it]
 91%|█████████ | 41927/46302 [44:25:55<4:38:35,  3.82s/it]
 91%|█████████ | 41928/46302 [44:25:58<4:38:27,  3.82s/it]
 91%|█████████ | 41929/46302 [44:26:02<4:38:23,  3.82s/it]
 91%|█████████ | 41930/46302 [44:26:06<4:38:16,  3.82s/it]
 91%|█████████ | 41931/46302 [44:26:10<4:38:10,  3.82s/it]
 91%|█████████ | 41932/46302 [44:26:14<4:38:08,  3.82s/it]
 91%|█████████ | 41933/46302 [44:26:18<4:38:07,  3.82s/it]
 91%|█████████ | 41934/46302 [44:26:21<4:38:09,  3.82s/it]
 91%|█████████ | 41935/46302 [44:26:25<4:38:06,  3.82s/it]
 91%|█████████ | 41936/46302 [44:26:29<4:37:57,  3.82s/it]
 91%|█████████ | 41937/46302 [44:26:33<4:37:56,  3.82s/it]
 91%|█████████ | 41938/46302 [44:26:37<4:37:49,  3.82s/it]
 91%|█████████ | 41939/46302 [44:26:40<4:37:44,  3.82s/it]
 91%|█████████ | 41940/46302 [44:26:44<4:37:40,  3.82s/it]
 91%|█████████ | 41941/46302 [44:26:48<4:37:43,  3.82s/it]
 91%|█████████ | 41942/46302 [44:26:52<4:37:33,  3.82s/it]
 91%|█████████ | 41943/46302 [44:26:56<4:37:31,  3.82s/it]
 91%|█████████ | 41944/46302 [44:27:00<4:37:30,  3.82s/it]
 91%|█████████ | 41945/46302 [44:27:03<4:37:27,  3.82s/it]
 91%|█████████ | 41946/46302 [44:27:07<4:37:21,  3.82s/it]
 91%|█████████ | 41947/46302 [44:27:11<4:37:20,  3.82s/it]
 91%|█████████ | 41948/46302 [44:27:15<4:37:19,  3.82s/it]
 91%|█████████ | 41949/46302 [44:27:19<4:37:16,  3.82s/it]
 91%|█████████ | 41950/46302 [44:27:23<4:37:13,  3.82s/it]
 91%|█████████ | 41951/46302 [44:27:26<4:37:05,  3.82s/it]
 91%|█████████ | 41952/46302 [44:27:30<4:37:00,  3.82s/it]
 91%|█████████ | 41953/46302 [44:27:34<4:36:57,  3.82s/it]
 91%|█████████ | 41954/46302 [44:27:38<4:36:51,  3.82s/it]
 91%|█████████ | 41955/46302 [44:27:42<4:36:50,  3.82s/it]
 91%|█████████ | 41956/46302 [44:27:45<4:36:40,  3.82s/it]
 91%|█████████ | 41957/46302 [44:27:49<4:36:41,  3.82s/it]
 91%|█████████ | 41958/46302 [44:27:53<4:36:41,  3.82s/it]
 91%|█████████ | 41959/46302 [44:27:57<4:36:42,  3.82s/it]
 91%|█████████ | 41960/46302 [44:28:01<4:36:40,  3.82s/it]
 91%|█████████ | 41961/46302 [44:28:05<4:36:34,  3.82s/it]
 91%|█████████ | 41962/46302 [44:28:08<4:36:28,  3.82s/it]
 91%|█████████ | 41963/46302 [44:28:12<4:36:26,  3.82s/it]
 91%|█████████ | 41964/46302 [44:28:16<4:36:18,  3.82s/it]
 91%|█████████ | 41965/46302 [44:28:20<4:36:11,  3.82s/it]
 91%|█████████ | 41966/46302 [44:28:24<4:36:08,  3.82s/it]
 91%|█████████ | 41967/46302 [44:28:27<4:36:01,  3.82s/it]
 91%|█████████ | 41968/46302 [44:28:31<4:35:55,  3.82s/it]
 91%|█████████ | 41969/46302 [44:28:35<4:35:58,  3.82s/it]
 91%|█████████ | 41970/46302 [44:28:39<4:35:51,  3.82s/it]
 91%|█████████ | 41971/46302 [44:28:43<4:35:51,  3.82s/it]
 91%|█████████ | 41972/46302 [44:28:47<4:35:48,  3.82s/it]
 91%|█████████ | 41973/46302 [44:28:50<4:35:45,  3.82s/it]
 91%|█████████ | 41974/46302 [44:28:54<4:35:39,  3.82s/it]
 91%|█████████ | 41975/46302 [44:28:58<4:35:32,  3.82s/it]
 91%|█████████ | 41976/46302 [44:29:02<4:35:19,  3.82s/it]
 91%|█████████ | 41977/46302 [44:29:06<4:35:15,  3.82s/it]
 91%|█████████ | 41978/46302 [44:29:09<4:35:13,  3.82s/it]
 91%|█████████ | 41979/46302 [44:29:13<4:35:11,  3.82s/it]
 91%|█████████ | 41980/46302 [44:29:17<4:35:08,  3.82s/it]
 91%|█████████ | 41981/46302 [44:29:21<4:35:04,  3.82s/it]
 91%|█████████ | 41982/46302 [44:29:25<4:35:06,  3.82s/it]
 91%|█████████ | 41983/46302 [44:29:29<4:35:04,  3.82s/it]
 91%|█████████ | 41984/46302 [44:29:32<4:35:02,  3.82s/it]
 91%|█████████ | 41985/46302 [44:29:36<4:35:01,  3.82s/it]
 91%|█████████ | 41986/46302 [44:29:40<4:35:01,  3.82s/it]
 91%|█████████ | 41987/46302 [44:29:44<4:34:57,  3.82s/it]
 91%|█████████ | 41988/46302 [44:29:48<4:34:50,  3.82s/it]
 91%|█████████ | 41989/46302 [44:29:52<4:34:46,  3.82s/it]
 91%|█████████ | 41990/46302 [44:29:55<4:34:41,  3.82s/it]
 91%|█████████ | 41991/46302 [44:29:59<4:34:35,  3.82s/it]
 91%|█████████ | 41992/46302 [44:30:03<4:34:30,  3.82s/it]
 91%|█████████ | 41993/46302 [44:30:07<4:34:23,  3.82s/it]
 91%|█████████ | 41994/46302 [44:30:11<4:34:19,  3.82s/it]
 91%|█████████ | 41995/46302 [44:30:14<4:34:17,  3.82s/it]
 91%|█████████ | 41996/46302 [44:30:18<4:34:12,  3.82s/it]
 91%|█████████ | 41997/46302 [44:30:22<4:34:07,  3.82s/it]
 91%|█████████ | 41998/46302 [44:30:26<4:34:01,  3.82s/it]
 91%|█████████ | 41999/46302 [44:30:30<4:33:57,  3.82s/it]
 91%|█████████ | 42000/46302 [44:30:34<4:33:54,  3.82s/it]
                                                          
{'loss': 3.0765, 'learning_rate': 0.0004748134740188071, 'epoch': 0.91}

 91%|█████████ | 42000/46302 [44:30:34<4:33:54,  3.82s/it]
 91%|█████████ | 42001/46302 [44:30:37<4:33:59,  3.82s/it]
 91%|█████████ | 42002/46302 [44:30:41<4:33:55,  3.82s/it]
 91%|█████████ | 42003/46302 [44:30:45<4:33:43,  3.82s/it]
 91%|█████████ | 42004/46302 [44:30:49<4:33:42,  3.82s/it]
 91%|█████████ | 42005/46302 [44:30:53<4:33:40,  3.82s/it]
 91%|█████████ | 42006/46302 [44:30:56<4:33:38,  3.82s/it]
 91%|█████████ | 42007/46302 [44:31:00<4:33:39,  3.82s/it]
 91%|█████████ | 42008/46302 [44:31:04<4:33:34,  3.82s/it]
 91%|█████████ | 42009/46302 [44:31:08<4:33:25,  3.82s/it]
 91%|█████████ | 42010/46302 [44:31:12<4:33:20,  3.82s/it]
 91%|█████████ | 42011/46302 [44:31:16<4:33:17,  3.82s/it]
 91%|█████████ | 42012/46302 [44:31:19<4:33:12,  3.82s/it]
 91%|█████████ | 42013/46302 [44:31:23<4:33:06,  3.82s/it]
 91%|█████████ | 42014/46302 [44:31:27<4:33:08,  3.82s/it]
 91%|█████████ | 42015/46302 [44:31:31<4:33:00,  3.82s/it]
 91%|█████████ | 42016/46302 [44:31:35<4:32:57,  3.82s/it]
 91%|█████████ | 42017/46302 [44:31:39<4:32:58,  3.82s/it]
 91%|█████████ | 42018/46302 [44:31:42<4:32:58,  3.82s/it]
 91%|█████████ | 42019/46302 [44:31:46<4:32:51,  3.82s/it]
 91%|█████████ | 42020/46302 [44:31:50<4:32:47,  3.82s/it]
 91%|█████████ | 42021/46302 [44:31:54<4:32:40,  3.82s/it]
 91%|█████████ | 42022/46302 [44:31:58<4:32:30,  3.82s/it]
 91%|█████████ | 42023/46302 [44:32:01<4:32:27,  3.82s/it]
 91%|█████████ | 42024/46302 [44:32:05<4:32:23,  3.82s/it]
 91%|█████████ | 42025/46302 [44:32:09<4:32:18,  3.82s/it]
 91%|█████████ | 42026/46302 [44:32:13<4:32:17,  3.82s/it]
 91%|█████████ | 42027/46302 [44:32:17<4:32:11,  3.82s/it]
 91%|█████████ | 42028/46302 [44:32:21<4:32:06,  3.82s/it]
 91%|█████████ | 42029/46302 [44:32:24<4:32:03,  3.82s/it]
 91%|█████████ | 42030/46302 [44:32:28<4:31:57,  3.82s/it]
 91%|█████████ | 42031/46302 [44:32:32<4:31:56,  3.82s/it]
 91%|█████████ | 42032/46302 [44:32:36<4:31:55,  3.82s/it]
 91%|█████████ | 42033/46302 [44:32:40<4:31:47,  3.82s/it]
 91%|█████████ | 42034/46302 [44:32:43<4:31:45,  3.82s/it]
 91%|█████████ | 42035/46302 [44:32:47<4:31:42,  3.82s/it]
 91%|█████████ | 42036/46302 [44:32:51<4:31:38,  3.82s/it]
 91%|█████████ | 42037/46302 [44:32:55<4:31:36,  3.82s/it]
 91%|█████████ | 42038/46302 [44:32:59<4:31:30,  3.82s/it]
 91%|█████████ | 42039/46302 [44:33:03<4:31:32,  3.82s/it]
 91%|█████████ | 42040/46302 [44:33:06<4:31:28,  3.82s/it]
 91%|█████████ | 42041/46302 [44:33:10<4:31:26,  3.82s/it]
 91%|█████████ | 42042/46302 [44:33:14<4:31:21,  3.82s/it]
 91%|█████████ | 42043/46302 [44:33:18<4:31:16,  3.82s/it]
 91%|█████████ | 42044/46302 [44:33:22<4:31:18,  3.82s/it]
 91%|█████████ | 42045/46302 [44:33:26<4:31:11,  3.82s/it]
 91%|█████████ | 42046/46302 [44:33:29<4:31:03,  3.82s/it]
 91%|█████████ | 42047/46302 [44:33:33<4:30:58,  3.82s/it]
 91%|█████████ | 42048/46302 [44:33:37<4:30:52,  3.82s/it]
 91%|█████████ | 42049/46302 [44:33:41<4:30:52,  3.82s/it]
 91%|█████████ | 42050/46302 [44:33:45<4:30:49,  3.82s/it]
 91%|█████████ | 42051/46302 [44:33:48<4:30:47,  3.82s/it]
 91%|█████████ | 42052/46302 [44:33:52<4:30:45,  3.82s/it]
 91%|█████████ | 42053/46302 [44:33:56<4:30:41,  3.82s/it]
 91%|█████████ | 42054/46302 [44:34:00<4:30:38,  3.82s/it]
 91%|█████████ | 42055/46302 [44:34:04<4:30:33,  3.82s/it]
 91%|█████████ | 42056/46302 [44:34:08<4:30:26,  3.82s/it]
 91%|█████████ | 42057/46302 [44:34:11<4:30:20,  3.82s/it]
 91%|█████████ | 42058/46302 [44:34:15<4:30:12,  3.82s/it]
 91%|█████████ | 42059/46302 [44:34:19<4:30:07,  3.82s/it]
 91%|█████████ | 42060/46302 [44:34:23<4:30:09,  3.82s/it]
 91%|█████████ | 42061/46302 [44:34:27<4:29:58,  3.82s/it]
 91%|█████████ | 42062/46302 [44:34:30<4:29:56,  3.82s/it]
 91%|█████████ | 42063/46302 [44:34:34<4:29:53,  3.82s/it]
 91%|█████████ | 42064/46302 [44:34:38<4:29:52,  3.82s/it]
 91%|█████████ | 42065/46302 [44:34:42<4:29:50,  3.82s/it]
 91%|█████████ | 42066/46302 [44:34:46<4:29:47,  3.82s/it]
 91%|█████████ | 42067/46302 [44:34:50<4:29:45,  3.82s/it]
 91%|█████████ | 42068/46302 [44:34:53<4:29:37,  3.82s/it]
 91%|█████████ | 42069/46302 [44:34:57<4:29:27,  3.82s/it]
 91%|█████████ | 42070/46302 [44:35:01<4:29:21,  3.82s/it]
 91%|█████████ | 42071/46302 [44:35:05<4:29:17,  3.82s/it]
 91%|█████████ | 42072/46302 [44:35:09<4:29:18,  3.82s/it]
 91%|█████████ | 42073/46302 [44:35:13<4:29:14,  3.82s/it]
 91%|█████████ | 42074/46302 [44:35:16<4:29:11,  3.82s/it]
 91%|█████████ | 42075/46302 [44:35:20<4:29:10,  3.82s/it]
 91%|█████████ | 42076/46302 [44:35:24<4:29:08,  3.82s/it]
 91%|█████████ | 42077/46302 [44:35:28<4:29:04,  3.82s/it]
 91%|█████████ | 42078/46302 [44:35:32<4:29:01,  3.82s/it]
 91%|█████████ | 42079/46302 [44:35:35<4:28:52,  3.82s/it]
 91%|█████████ | 42080/46302 [44:35:39<4:28:49,  3.82s/it]
 91%|█████████ | 42081/46302 [44:35:43<4:28:45,  3.82s/it]
 91%|█████████ | 42082/46302 [44:35:47<4:28:42,  3.82s/it]
 91%|█████████ | 42083/46302 [44:35:51<4:28:35,  3.82s/it]
 91%|█████████ | 42084/46302 [44:35:55<4:28:31,  3.82s/it]
 91%|█████████ | 42085/46302 [44:35:58<4:28:25,  3.82s/it]
 91%|█████████ | 42086/46302 [44:36:02<4:28:19,  3.82s/it]
 91%|█████████ | 42087/46302 [44:36:06<4:28:15,  3.82s/it]
 91%|█████████ | 42088/46302 [44:36:10<4:28:07,  3.82s/it]
 91%|█████████ | 42089/46302 [44:36:14<4:28:04,  3.82s/it]
 91%|█████████ | 42090/46302 [44:36:17<4:28:02,  3.82s/it]
 91%|█████████ | 42091/46302 [44:36:21<4:28:01,  3.82s/it]
 91%|█████████ | 42092/46302 [44:36:25<4:27:54,  3.82s/it]
 91%|█████████ | 42093/46302 [44:36:29<4:27:53,  3.82s/it]
 91%|█████████ | 42094/46302 [44:36:33<4:27:52,  3.82s/it]
 91%|█████████ | 42095/46302 [44:36:37<4:27:46,  3.82s/it]
 91%|█████████ | 42096/46302 [44:36:40<4:27:45,  3.82s/it]
 91%|█████████ | 42097/46302 [44:36:44<4:27:43,  3.82s/it]
 91%|█████████ | 42098/46302 [44:36:48<4:27:36,  3.82s/it]
 91%|█████████ | 42099/46302 [44:36:52<4:27:32,  3.82s/it]
 91%|█████████ | 42100/46302 [44:36:56<4:27:33,  3.82s/it]
 91%|█████████ | 42101/46302 [44:36:59<4:27:24,  3.82s/it]
 91%|█████████ | 42102/46302 [44:37:03<4:27:23,  3.82s/it]
 91%|█████████ | 42103/46302 [44:37:07<4:27:21,  3.82s/it]
 91%|█████████ | 42104/46302 [44:37:11<4:27:20,  3.82s/it]
 91%|█████████ | 42105/46302 [44:37:15<4:27:12,  3.82s/it]
 91%|█████████ | 42106/46302 [44:37:19<4:27:08,  3.82s/it]
 91%|█████████ | 42107/46302 [44:37:22<4:27:06,  3.82s/it]
 91%|█████████ | 42108/46302 [44:37:26<4:27:02,  3.82s/it]
 91%|█████████ | 42109/46302 [44:37:30<4:26:55,  3.82s/it]
 91%|█████████ | 42110/46302 [44:37:34<4:26:50,  3.82s/it]
 91%|█████████ | 42111/46302 [44:37:38<4:26:48,  3.82s/it]
 91%|█████████ | 42112/46302 [44:37:41<4:26:46,  3.82s/it]
 91%|█████████ | 42113/46302 [44:37:45<4:26:40,  3.82s/it]
 91%|█████████ | 42114/46302 [44:37:49<4:26:34,  3.82s/it]
 91%|█████████ | 42115/46302 [44:37:53<4:26:33,  3.82s/it]
 91%|█████████ | 42116/46302 [44:37:57<4:26:27,  3.82s/it]
 91%|█████████ | 42117/46302 [44:38:01<4:26:23,  3.82s/it]
 91%|█████████ | 42118/46302 [44:38:04<4:26:20,  3.82s/it]
 91%|█████████ | 42119/46302 [44:38:08<4:26:19,  3.82s/it]
 91%|█████████ | 42120/46302 [44:38:12<4:26:08,  3.82s/it]
 91%|█████████ | 42121/46302 [44:38:16<4:26:00,  3.82s/it]
 91%|█████████ | 42122/46302 [44:38:20<4:26:05,  3.82s/it]
 91%|█████████ | 42123/46302 [44:38:23<4:25:55,  3.82s/it]
 91%|█████████ | 42124/46302 [44:38:27<4:25:47,  3.82s/it]
 91%|█████████ | 42125/46302 [44:38:31<4:25:39,  3.82s/it]
 91%|█████████ | 42126/46302 [44:38:35<4:25:41,  3.82s/it]
 91%|█████████ | 42127/46302 [44:38:39<4:25:32,  3.82s/it]
 91%|█████████ | 42128/46302 [44:38:43<4:25:28,  3.82s/it]
 91%|█████████ | 42129/46302 [44:38:46<4:25:31,  3.82s/it]
 91%|█████████ | 42130/46302 [44:38:50<4:25:31,  3.82s/it]
 91%|█████████ | 42131/46302 [44:38:54<4:25:29,  3.82s/it]
 91%|█████████ | 42132/46302 [44:38:58<4:25:29,  3.82s/it]
 91%|█████████ | 42133/46302 [44:39:02<4:25:24,  3.82s/it]
 91%|█████████ | 42134/46302 [44:39:05<4:25:26,  3.82s/it]
 91%|█████████ | 42135/46302 [44:39:09<4:25:21,  3.82s/it]
 91%|█████████ | 42136/46302 [44:39:13<4:25:10,  3.82s/it]
 91%|█████████ | 42137/46302 [44:39:17<4:25:07,  3.82s/it]
 91%|█████████ | 42138/46302 [44:39:21<4:25:05,  3.82s/it]
 91%|█████████ | 42139/46302 [44:39:25<4:25:01,  3.82s/it]
 91%|█████████ | 42140/46302 [44:39:28<4:24:55,  3.82s/it]
 91%|█████████ | 42141/46302 [44:39:32<4:24:46,  3.82s/it]
 91%|█████████ | 42142/46302 [44:39:36<4:24:48,  3.82s/it]
 91%|█████████ | 42143/46302 [44:39:40<4:24:42,  3.82s/it]
 91%|█████████ | 42144/46302 [44:39:44<4:24:35,  3.82s/it]
 91%|█████████ | 42145/46302 [44:39:47<4:24:34,  3.82s/it]
 91%|█████████ | 42146/46302 [44:39:51<4:24:33,  3.82s/it]
 91%|█████████ | 42147/46302 [44:39:55<4:24:27,  3.82s/it]
 91%|█████████ | 42148/46302 [44:39:59<4:24:25,  3.82s/it]
 91%|█████████ | 42149/46302 [44:40:03<4:24:22,  3.82s/it]
 91%|█████████ | 42150/46302 [44:40:07<4:24:20,  3.82s/it]
 91%|█████████ | 42151/46302 [44:40:10<4:24:15,  3.82s/it]
 91%|█████████ | 42152/46302 [44:40:14<4:24:10,  3.82s/it]
 91%|█████████ | 42153/46302 [44:40:18<4:24:05,  3.82s/it]
 91%|█████████ | 42154/46302 [44:40:22<4:23:54,  3.82s/it]
 91%|█████████ | 42155/46302 [44:40:26<4:23:43,  3.82s/it]
 91%|█████████ | 42156/46302 [44:40:29<4:23:44,  3.82s/it]
 91%|█████████ | 42157/46302 [44:40:33<4:23:44,  3.82s/it]
 91%|█████████ | 42158/46302 [44:40:37<4:23:41,  3.82s/it]
 91%|█████████ | 42159/46302 [44:40:41<4:23:38,  3.82s/it]
 91%|█████████ | 42160/46302 [44:40:45<4:23:40,  3.82s/it]
 91%|█████████ | 42161/46302 [44:40:49<4:23:38,  3.82s/it]
 91%|█████████ | 42162/46302 [44:40:52<4:23:34,  3.82s/it]
 91%|█████████ | 42163/46302 [44:40:56<4:23:30,  3.82s/it]
 91%|█████████ | 42164/46302 [44:41:00<4:23:21,  3.82s/it]
 91%|█████████ | 42165/46302 [44:41:04<4:23:18,  3.82s/it]
 91%|█████████ | 42166/46302 [44:41:08<4:23:14,  3.82s/it]
 91%|█████████ | 42167/46302 [44:41:12<4:23:09,  3.82s/it]
 91%|█████████ | 42168/46302 [44:41:15<4:23:07,  3.82s/it]
 91%|█████████ | 42169/46302 [44:41:19<4:23:05,  3.82s/it]
 91%|█████████ | 42170/46302 [44:41:23<4:22:59,  3.82s/it]
 91%|█████████ | 42171/46302 [44:41:27<4:22:55,  3.82s/it]
 91%|█████████ | 42172/46302 [44:41:31<4:22:51,  3.82s/it]
 91%|█████████ | 42173/46302 [44:41:34<4:22:49,  3.82s/it]
 91%|█████████ | 42174/46302 [44:41:38<4:22:47,  3.82s/it]
 91%|█████████ | 42175/46302 [44:41:42<4:22:44,  3.82s/it]
 91%|█████████ | 42176/46302 [44:41:46<4:22:42,  3.82s/it]
 91%|█████████ | 42177/46302 [44:41:50<4:22:40,  3.82s/it]
 91%|█████████ | 42178/46302 [44:41:54<4:22:35,  3.82s/it]
 91%|█████████ | 42179/46302 [44:41:57<4:22:33,  3.82s/it]
 91%|█████████ | 42180/46302 [44:42:01<4:22:33,  3.82s/it]
 91%|█████████ | 42181/46302 [44:42:05<4:22:27,  3.82s/it]
 91%|█████████ | 42182/46302 [44:42:09<4:22:25,  3.82s/it]
 91%|█████████ | 42183/46302 [44:42:13<4:22:26,  3.82s/it]
 91%|█████████ | 42184/46302 [44:42:16<4:22:24,  3.82s/it]
 91%|█████████ | 42185/46302 [44:42:20<4:22:19,  3.82s/it]
 91%|█████████ | 42186/46302 [44:42:24<4:22:14,  3.82s/it]
 91%|█████████ | 42187/46302 [44:42:28<4:22:10,  3.82s/it]
 91%|█████████ | 42188/46302 [44:42:32<4:22:05,  3.82s/it]
 91%|█████████ | 42189/46302 [44:42:36<4:21:59,  3.82s/it]
 91%|█████████ | 42190/46302 [44:42:39<4:21:53,  3.82s/it]
 91%|█████████ | 42191/46302 [44:42:43<4:21:47,  3.82s/it]
 91%|█████████ | 42192/46302 [44:42:47<4:21:43,  3.82s/it]
 91%|█████████ | 42193/46302 [44:42:51<4:21:40,  3.82s/it]
 91%|█████████ | 42194/46302 [44:42:55<4:21:35,  3.82s/it]
 91%|█████████ | 42195/46302 [44:42:58<4:21:25,  3.82s/it]
 91%|█████████ | 42196/46302 [44:43:02<4:21:22,  3.82s/it]
 91%|█████████ | 42197/46302 [44:43:06<4:21:23,  3.82s/it]
 91%|█████████ | 42198/46302 [44:43:10<4:21:22,  3.82s/it]
 91%|█████████ | 42199/46302 [44:43:14<4:21:17,  3.82s/it]
 91%|█████████ | 42200/46302 [44:43:18<4:21:16,  3.82s/it]
 91%|█████████ | 42201/46302 [44:43:21<4:21:09,  3.82s/it]
 91%|█████████ | 42202/46302 [44:43:25<4:21:03,  3.82s/it]
 91%|█████████ | 42203/46302 [44:43:29<4:21:01,  3.82s/it]
 91%|█████████ | 42204/46302 [44:43:33<4:21:00,  3.82s/it]
 91%|█████████ | 42205/46302 [44:43:37<4:20:52,  3.82s/it]
 91%|█████████ | 42206/46302 [44:43:41<4:20:52,  3.82s/it]
 91%|█████████ | 42207/46302 [44:43:44<4:20:48,  3.82s/it]
 91%|█████████ | 42208/46302 [44:43:48<4:20:42,  3.82s/it]
 91%|█████████ | 42209/46302 [44:43:52<4:20:35,  3.82s/it]
 91%|█████████ | 42210/46302 [44:43:56<4:20:29,  3.82s/it]
 91%|█████████ | 42211/46302 [44:44:00<4:20:25,  3.82s/it]
 91%|█████████ | 42212/46302 [44:44:03<4:20:22,  3.82s/it]
 91%|█████████ | 42213/46302 [44:44:07<4:20:23,  3.82s/it]
 91%|█████████ | 42214/46302 [44:44:11<4:20:18,  3.82s/it]
 91%|█████████ | 42215/46302 [44:44:15<4:20:13,  3.82s/it]
 91%|█████████ | 42216/46302 [44:44:19<4:20:09,  3.82s/it]
 91%|█████████ | 42217/46302 [44:44:23<4:20:01,  3.82s/it]
 91%|█████████ | 42218/46302 [44:44:26<4:19:59,  3.82s/it]
 91%|█████████ | 42219/46302 [44:44:30<4:19:57,  3.82s/it]
 91%|█████████ | 42220/46302 [44:44:34<4:19:57,  3.82s/it]
 91%|█████████ | 42221/46302 [44:44:38<4:19:49,  3.82s/it]
 91%|█████████ | 42222/46302 [44:44:42<4:19:48,  3.82s/it]
 91%|█████████ | 42223/46302 [44:44:45<4:19:40,  3.82s/it]
 91%|█████████ | 42224/46302 [44:44:49<4:19:38,  3.82s/it]
 91%|█████████ | 42225/46302 [44:44:53<4:19:28,  3.82s/it]
 91%|█████████ | 42226/46302 [44:44:57<4:19:26,  3.82s/it]
 91%|█████████ | 42227/46302 [44:45:01<4:19:20,  3.82s/it]
 91%|█████████ | 42228/46302 [44:45:05<4:19:20,  3.82s/it]
 91%|█████████ | 42229/46302 [44:45:08<4:19:16,  3.82s/it]
 91%|█████████ | 42230/46302 [44:45:12<4:19:14,  3.82s/it]
 91%|█████████ | 42231/46302 [44:45:16<4:19:12,  3.82s/it]
 91%|█████████ | 42232/46302 [44:45:20<4:19:07,  3.82s/it]
 91%|█████████ | 42233/46302 [44:45:24<4:19:04,  3.82s/it]
 91%|█████████ | 42234/46302 [44:45:27<4:18:57,  3.82s/it]
 91%|█████████ | 42235/46302 [44:45:31<4:18:50,  3.82s/it]
 91%|█████████ | 42236/46302 [44:45:35<4:18:45,  3.82s/it]
 91%|█████████ | 42237/46302 [44:45:39<4:18:40,  3.82s/it]
 91%|█████████ | 42238/46302 [44:45:43<4:18:36,  3.82s/it]
 91%|█████████ | 42239/46302 [44:45:47<4:18:35,  3.82s/it]
 91%|█████████ | 42240/46302 [44:45:50<4:18:29,  3.82s/it]
 91%|█████████ | 42241/46302 [44:45:54<4:18:26,  3.82s/it]
 91%|█████████ | 42242/46302 [44:45:58<4:18:24,  3.82s/it]
 91%|█████████ | 42243/46302 [44:46:02<4:18:18,  3.82s/it]
 91%|█████████ | 42244/46302 [44:46:06<4:18:15,  3.82s/it]
 91%|█████████ | 42245/46302 [44:46:09<4:18:15,  3.82s/it]
 91%|█████████ | 42246/46302 [44:46:13<4:18:10,  3.82s/it]
 91%|█████████ | 42247/46302 [44:46:17<4:18:11,  3.82s/it]
 91%|█████████ | 42248/46302 [44:46:21<4:18:03,  3.82s/it]
 91%|█████████ | 42249/46302 [44:46:25<4:17:59,  3.82s/it]
 91%|█████████ | 42250/46302 [44:46:29<4:17:58,  3.82s/it]
 91%|█████████▏| 42251/46302 [44:46:32<4:17:50,  3.82s/it]
 91%|█████████▏| 42252/46302 [44:46:36<4:17:44,  3.82s/it]
 91%|█████████▏| 42253/46302 [44:46:40<4:17:40,  3.82s/it]
 91%|█████████▏| 42254/46302 [44:46:44<4:17:36,  3.82s/it]
 91%|█████████▏| 42255/46302 [44:46:48<4:17:32,  3.82s/it]
 91%|█████████▏| 42256/46302 [44:46:51<4:17:23,  3.82s/it]
 91%|█████████▏| 42257/46302 [44:46:55<4:17:20,  3.82s/it]
 91%|█████████▏| 42258/46302 [44:46:59<4:17:16,  3.82s/it]
 91%|█████████▏| 42259/46302 [44:47:03<4:17:21,  3.82s/it]
 91%|█████████▏| 42260/46302 [44:47:07<4:17:16,  3.82s/it]
 91%|█████████▏| 42261/46302 [44:47:11<4:17:12,  3.82s/it]
 91%|█████████▏| 42262/46302 [44:47:14<4:17:14,  3.82s/it]
 91%|█████████▏| 42263/46302 [44:47:18<4:17:07,  3.82s/it]
 91%|█████████▏| 42264/46302 [44:47:22<4:17:02,  3.82s/it]
 91%|█████████▏| 42265/46302 [44:47:26<4:16:56,  3.82s/it]
 91%|█████████▏| 42266/46302 [44:47:30<4:16:51,  3.82s/it]
 91%|█████████▏| 42267/46302 [44:47:33<4:16:48,  3.82s/it]
 91%|█████████▏| 42268/46302 [44:47:37<4:16:44,  3.82s/it]
 91%|█████████▏| 42269/46302 [44:47:41<4:16:38,  3.82s/it]
 91%|█████████▏| 42270/46302 [44:47:45<4:16:34,  3.82s/it]
 91%|█████████▏| 42271/46302 [44:47:49<4:16:32,  3.82s/it]
 91%|█████████▏| 42272/46302 [44:47:53<4:16:28,  3.82s/it]
 91%|█████████▏| 42273/46302 [44:47:56<4:16:24,  3.82s/it]
 91%|█████████▏| 42274/46302 [44:48:00<4:16:21,  3.82s/it]
 91%|█████████▏| 42275/46302 [44:48:04<4:16:19,  3.82s/it]
 91%|█████████▏| 42276/46302 [44:48:08<4:16:16,  3.82s/it]
 91%|█████████▏| 42277/46302 [44:48:12<4:16:13,  3.82s/it]
 91%|█████████▏| 42278/46302 [44:48:16<4:16:11,  3.82s/it]
 91%|█████████▏| 42279/46302 [44:48:19<4:16:09,  3.82s/it]
 91%|█████████▏| 42280/46302 [44:48:23<4:16:02,  3.82s/it]
 91%|█████████▏| 42281/46302 [44:48:27<4:15:58,  3.82s/it]
 91%|█████████▏| 42282/46302 [44:48:31<4:15:54,  3.82s/it]
 91%|█████████▏| 42283/46302 [44:48:35<4:15:48,  3.82s/it]
 91%|█████████▏| 42284/46302 [44:48:38<4:15:40,  3.82s/it]
 91%|█████████▏| 42285/46302 [44:48:42<4:15:34,  3.82s/it]
 91%|█████████▏| 42286/46302 [44:48:46<4:15:29,  3.82s/it]
 91%|█████████▏| 42287/46302 [44:48:50<4:15:21,  3.82s/it]
 91%|█████████▏| 42288/46302 [44:48:54<4:15:20,  3.82s/it]
 91%|█████████▏| 42289/46302 [44:48:57<4:15:18,  3.82s/it]
 91%|█████████▏| 42290/46302 [44:49:01<4:15:18,  3.82s/it]
 91%|█████████▏| 42291/46302 [44:49:05<4:15:16,  3.82s/it]
 91%|█████████▏| 42292/46302 [44:49:09<4:15:17,  3.82s/it]
 91%|█████████▏| 42293/46302 [44:49:13<4:15:11,  3.82s/it]
 91%|█████████▏| 42294/46302 [44:49:17<4:15:08,  3.82s/it]
 91%|█████████▏| 42295/46302 [44:49:20<4:15:00,  3.82s/it]
 91%|█████████▏| 42296/46302 [44:49:24<4:14:59,  3.82s/it]
 91%|█████████▏| 42297/46302 [44:49:28<4:14:57,  3.82s/it]
 91%|█████████▏| 42298/46302 [44:49:32<4:14:53,  3.82s/it]
 91%|█████████▏| 42299/46302 [44:49:36<4:14:43,  3.82s/it]
 91%|█████████▏| 42300/46302 [44:49:40<4:14:41,  3.82s/it]
 91%|█████████▏| 42301/46302 [44:49:43<4:14:38,  3.82s/it]
 91%|█████████▏| 42302/46302 [44:49:47<4:14:34,  3.82s/it]
 91%|█████████▏| 42303/46302 [44:49:51<4:14:33,  3.82s/it]
 91%|█████████▏| 42304/46302 [44:49:55<4:14:37,  3.82s/it]
 91%|█████████▏| 42305/46302 [44:49:59<4:14:31,  3.82s/it]
 91%|█████████▏| 42306/46302 [44:50:02<4:14:26,  3.82s/it]
 91%|█████████▏| 42307/46302 [44:50:06<4:14:17,  3.82s/it]
 91%|█████████▏| 42308/46302 [44:50:10<4:14:16,  3.82s/it]
 91%|█████████▏| 42309/46302 [44:50:14<4:14:13,  3.82s/it]
 91%|█████████▏| 42310/46302 [44:50:18<4:14:09,  3.82s/it]
 91%|█████████▏| 42311/46302 [44:50:22<4:14:03,  3.82s/it]
 91%|█████████▏| 42312/46302 [44:50:25<4:14:00,  3.82s/it]
 91%|█████████▏| 42313/46302 [44:50:29<4:13:56,  3.82s/it]
 91%|█████████▏| 42314/46302 [44:50:33<4:13:53,  3.82s/it]
 91%|█████████▏| 42315/46302 [44:50:37<4:13:47,  3.82s/it]
 91%|█████████▏| 42316/46302 [44:50:41<4:13:44,  3.82s/it]
 91%|█████████▏| 42317/46302 [44:50:44<4:13:40,  3.82s/it]
 91%|█████████▏| 42318/46302 [44:50:48<4:13:37,  3.82s/it]
 91%|█████████▏| 42319/46302 [44:50:52<4:13:27,  3.82s/it]
 91%|█████████▏| 42320/46302 [44:50:56<4:13:20,  3.82s/it]
 91%|█████████▏| 42321/46302 [44:51:00<4:13:17,  3.82s/it]
 91%|█████████▏| 42322/46302 [44:51:04<4:13:16,  3.82s/it]
 91%|█████████▏| 42323/46302 [44:51:07<4:13:09,  3.82s/it]
 91%|█████████▏| 42324/46302 [44:51:11<4:13:05,  3.82s/it]
 91%|█████████▏| 42325/46302 [44:51:15<4:13:07,  3.82s/it]
 91%|█████████▏| 42326/46302 [44:51:19<4:13:06,  3.82s/it]
 91%|█████████▏| 42327/46302 [44:51:23<4:12:58,  3.82s/it]
 91%|█████████▏| 42328/46302 [44:51:26<4:12:55,  3.82s/it]
 91%|█████████▏| 42329/46302 [44:51:30<4:12:49,  3.82s/it]
 91%|█████████▏| 42330/46302 [44:51:34<4:12:41,  3.82s/it]
 91%|█████████▏| 42331/46302 [44:51:38<4:12:39,  3.82s/it]
 91%|█████████▏| 42332/46302 [44:51:42<4:12:34,  3.82s/it]
 91%|█████████▏| 42333/46302 [44:51:46<4:12:27,  3.82s/it]
 91%|█████████▏| 42334/46302 [44:51:49<4:12:28,  3.82s/it]
 91%|█████████▏| 42335/46302 [44:51:53<4:12:22,  3.82s/it]
 91%|█████████▏| 42336/46302 [44:51:57<4:12:15,  3.82s/it]
 91%|█████████▏| 42337/46302 [44:52:01<4:12:12,  3.82s/it]
 91%|█████████▏| 42338/46302 [44:52:05<4:12:14,  3.82s/it]
 91%|█████████▏| 42339/46302 [44:52:08<4:12:11,  3.82s/it]
 91%|█████████▏| 42340/46302 [44:52:12<4:12:04,  3.82s/it]
 91%|█████████▏| 42341/46302 [44:52:16<4:12:01,  3.82s/it]
 91%|█████████▏| 42342/46302 [44:52:20<4:12:00,  3.82s/it]
 91%|█████████▏| 42343/46302 [44:52:24<4:11:54,  3.82s/it]
 91%|█████████▏| 42344/46302 [44:52:28<4:11:52,  3.82s/it]
 91%|█████████▏| 42345/46302 [44:52:31<4:11:44,  3.82s/it]
 91%|█████████▏| 42346/46302 [44:52:35<4:11:47,  3.82s/it]
 91%|█████████▏| 42347/46302 [44:52:39<4:11:39,  3.82s/it]
 91%|█████████▏| 42348/46302 [44:52:43<4:11:39,  3.82s/it]
 91%|█████████▏| 42349/46302 [44:52:47<4:11:34,  3.82s/it]
 91%|█████████▏| 42350/46302 [44:52:50<4:11:29,  3.82s/it]
 91%|█████████▏| 42351/46302 [44:52:54<4:11:30,  3.82s/it]
 91%|█████████▏| 42352/46302 [44:52:58<4:11:26,  3.82s/it]
 91%|█████████▏| 42353/46302 [44:53:02<4:11:26,  3.82s/it]
 91%|█████████▏| 42354/46302 [44:53:06<4:11:18,  3.82s/it]
 91%|█████████▏| 42355/46302 [44:53:10<4:11:11,  3.82s/it]
 91%|█████████▏| 42356/46302 [44:53:13<4:11:09,  3.82s/it]
 91%|█████████▏| 42357/46302 [44:53:17<4:11:05,  3.82s/it]
 91%|█████████▏| 42358/46302 [44:53:21<4:11:02,  3.82s/it]
 91%|█████████▏| 42359/46302 [44:53:25<4:10:57,  3.82s/it]
 91%|█████████▏| 42360/46302 [44:53:29<4:10:53,  3.82s/it]
 91%|█████████▏| 42361/46302 [44:53:32<4:10:46,  3.82s/it]
 91%|█████████▏| 42362/46302 [44:53:36<4:10:45,  3.82s/it]
 91%|█████████▏| 42363/46302 [44:53:40<4:10:33,  3.82s/it]
 91%|█████████▏| 42364/46302 [44:53:44<4:10:32,  3.82s/it]
 91%|█████████▏| 42365/46302 [44:53:48<4:10:29,  3.82s/it]
 91%|█████████▏| 42366/46302 [44:53:52<4:10:24,  3.82s/it]
 92%|█████████▏| 42367/46302 [44:53:55<4:10:22,  3.82s/it]
 92%|█████████▏| 42368/46302 [44:53:59<4:10:16,  3.82s/it]
 92%|█████████▏| 42369/46302 [44:54:03<4:10:15,  3.82s/it]
 92%|█████████▏| 42370/46302 [44:54:07<4:10:06,  3.82s/it]
 92%|█████████▏| 42371/46302 [44:54:11<4:10:04,  3.82s/it]
 92%|█████████▏| 42372/46302 [44:54:14<4:10:05,  3.82s/it]
 92%|█████████▏| 42373/46302 [44:54:18<4:09:59,  3.82s/it]
 92%|█████████▏| 42374/46302 [44:54:22<4:10:02,  3.82s/it]
 92%|█████████▏| 42375/46302 [44:54:26<4:09:58,  3.82s/it]
 92%|█████████▏| 42376/46302 [44:54:30<4:09:53,  3.82s/it]
 92%|█████████▏| 42377/46302 [44:54:34<4:09:48,  3.82s/it]
 92%|█████████▏| 42378/46302 [44:54:37<4:09:44,  3.82s/it]
 92%|█████████▏| 42379/46302 [44:54:41<4:09:42,  3.82s/it]
 92%|█████████▏| 42380/46302 [44:54:45<4:09:36,  3.82s/it]
 92%|█████████▏| 42381/46302 [44:54:49<4:09:36,  3.82s/it]
 92%|█████████▏| 42382/46302 [44:54:53<4:09:29,  3.82s/it]
 92%|█████████▏| 42383/46302 [44:54:56<4:09:23,  3.82s/it]
 92%|█████████▏| 42384/46302 [44:55:00<4:09:18,  3.82s/it]
 92%|█████████▏| 42385/46302 [44:55:04<4:09:17,  3.82s/it]
 92%|█████████▏| 42386/46302 [44:55:08<4:09:10,  3.82s/it]
 92%|█████████▏| 42387/46302 [44:55:12<4:09:07,  3.82s/it]
 92%|█████████▏| 42388/46302 [44:55:16<4:09:06,  3.82s/it]
 92%|█████████▏| 42389/46302 [44:55:19<4:09:01,  3.82s/it]
 92%|█████████▏| 42390/46302 [44:55:23<4:09:01,  3.82s/it]
 92%|█████████▏| 42391/46302 [44:55:27<4:08:59,  3.82s/it]
 92%|█████████▏| 42392/46302 [44:55:31<4:08:55,  3.82s/it]
 92%|█████████▏| 42393/46302 [44:55:35<4:08:49,  3.82s/it]
 92%|█████████▏| 42394/46302 [44:55:38<4:08:41,  3.82s/it]
 92%|█████████▏| 42395/46302 [44:55:42<4:08:34,  3.82s/it]
 92%|█████████▏| 42396/46302 [44:55:46<4:08:30,  3.82s/it]
 92%|█████████▏| 42397/46302 [44:55:50<4:08:23,  3.82s/it]
 92%|█████████▏| 42398/46302 [44:55:54<4:08:19,  3.82s/it]
 92%|█████████▏| 42399/46302 [44:55:58<4:08:16,  3.82s/it]
 92%|█████████▏| 42400/46302 [44:56:01<4:08:13,  3.82s/it]
 92%|█████████▏| 42401/46302 [44:56:05<4:08:09,  3.82s/it]
 92%|█████████▏| 42402/46302 [44:56:09<4:08:12,  3.82s/it]
 92%|█████████▏| 42403/46302 [44:56:13<4:08:08,  3.82s/it]
 92%|█████████▏| 42404/46302 [44:56:17<4:08:07,  3.82s/it]
 92%|█████████▏| 42405/46302 [44:56:20<4:07:57,  3.82s/it]
 92%|█████████▏| 42406/46302 [44:56:24<4:07:52,  3.82s/it]
 92%|█████████▏| 42407/46302 [44:56:28<4:07:47,  3.82s/it]
 92%|█████████▏| 42408/46302 [44:56:32<4:07:46,  3.82s/it]
 92%|█████████▏| 42409/46302 [44:56:36<4:07:42,  3.82s/it]
 92%|█████████▏| 42410/46302 [44:56:40<4:07:41,  3.82s/it]
 92%|█████████▏| 42411/46302 [44:56:43<4:07:40,  3.82s/it]
 92%|█████████▏| 42412/46302 [44:56:47<4:07:37,  3.82s/it]
 92%|█████████▏| 42413/46302 [44:56:51<4:07:30,  3.82s/it]
 92%|█████████▏| 42414/46302 [44:56:55<4:07:28,  3.82s/it]
 92%|█████████▏| 42415/46302 [44:56:59<4:07:25,  3.82s/it]
 92%|█████████▏| 42416/46302 [44:57:02<4:07:19,  3.82s/it]
 92%|█████████▏| 42417/46302 [44:57:06<4:07:11,  3.82s/it]
 92%|█████████▏| 42418/46302 [44:57:10<4:07:06,  3.82s/it]
 92%|█████████▏| 42419/46302 [44:57:14<4:06:59,  3.82s/it]
 92%|█████████▏| 42420/46302 [44:57:18<4:06:59,  3.82s/it]
 92%|█████████▏| 42421/46302 [44:57:22<4:06:52,  3.82s/it]
 92%|█████████▏| 42422/46302 [44:57:25<4:06:47,  3.82s/it]
 92%|█████████▏| 42423/46302 [44:57:29<4:06:43,  3.82s/it]
 92%|█████████▏| 42424/46302 [44:57:33<4:06:43,  3.82s/it]
 92%|█████████▏| 42425/46302 [44:57:37<4:06:42,  3.82s/it]
 92%|█████████▏| 42426/46302 [44:57:41<4:06:32,  3.82s/it]
 92%|█████████▏| 42427/46302 [44:57:44<4:06:28,  3.82s/it]
 92%|█████████▏| 42428/46302 [44:57:48<4:06:29,  3.82s/it]
 92%|█████████▏| 42429/46302 [44:57:52<4:06:23,  3.82s/it]
 92%|█████████▏| 42430/46302 [44:57:56<4:06:17,  3.82s/it]
 92%|█████████▏| 42431/46302 [44:58:00<4:06:09,  3.82s/it]
 92%|█████████▏| 42432/46302 [44:58:04<4:06:11,  3.82s/it]
 92%|█████████▏| 42433/46302 [44:58:07<4:06:08,  3.82s/it]
 92%|█████████▏| 42434/46302 [44:58:11<4:06:01,  3.82s/it]
 92%|█████████▏| 42435/46302 [44:58:15<4:05:57,  3.82s/it]
 92%|█████████▏| 42436/46302 [44:58:19<4:05:53,  3.82s/it]
 92%|█████████▏| 42437/46302 [44:58:23<4:05:55,  3.82s/it]
 92%|█████████▏| 42438/46302 [44:58:26<4:05:50,  3.82s/it]
 92%|█████████▏| 42439/46302 [44:58:30<4:05:45,  3.82s/it]
 92%|█████████▏| 42440/46302 [44:58:34<4:05:46,  3.82s/it]
 92%|█████████▏| 42441/46302 [44:58:38<4:05:46,  3.82s/it]
 92%|█████████▏| 42442/46302 [44:58:42<4:05:40,  3.82s/it]
 92%|█████████▏| 42443/46302 [44:58:46<4:05:34,  3.82s/it]
 92%|█████████▏| 42444/46302 [44:58:49<4:05:26,  3.82s/it]
 92%|█████████▏| 42445/46302 [44:58:53<4:05:22,  3.82s/it]
 92%|█████████▏| 42446/46302 [44:58:57<4:05:22,  3.82s/it]
 92%|█████████▏| 42447/46302 [44:59:01<4:05:16,  3.82s/it]
 92%|█████████▏| 42448/46302 [44:59:05<4:05:18,  3.82s/it]
 92%|█████████▏| 42449/46302 [44:59:08<4:05:11,  3.82s/it]
 92%|█████████▏| 42450/46302 [44:59:12<4:05:06,  3.82s/it]
 92%|█████████▏| 42451/46302 [44:59:16<4:05:06,  3.82s/it]
 92%|█████████▏| 42452/46302 [44:59:20<4:04:58,  3.82s/it]
 92%|█████████▏| 42453/46302 [44:59:24<4:04:56,  3.82s/it]
 92%|█████████▏| 42454/46302 [44:59:28<4:04:53,  3.82s/it]
 92%|█████████▏| 42455/46302 [44:59:31<4:04:47,  3.82s/it]
 92%|█████████▏| 42456/46302 [44:59:35<4:04:44,  3.82s/it]
 92%|█████████▏| 42457/46302 [44:59:39<4:04:38,  3.82s/it]
 92%|█████████▏| 42458/46302 [44:59:43<4:04:30,  3.82s/it]
 92%|█████████▏| 42459/46302 [44:59:47<4:04:27,  3.82s/it]
 92%|█████████▏| 42460/46302 [44:59:50<4:04:28,  3.82s/it]
 92%|█████████▏| 42461/46302 [44:59:54<4:04:20,  3.82s/it]
 92%|█████████▏| 42462/46302 [44:59:58<4:04:15,  3.82s/it]
 92%|█████████▏| 42463/46302 [45:00:02<4:04:12,  3.82s/it]
 92%|█████████▏| 42464/46302 [45:00:06<4:04:08,  3.82s/it]
 92%|█████████▏| 42465/46302 [45:00:09<4:04:10,  3.82s/it]
 92%|█████████▏| 42466/46302 [45:00:13<4:04:07,  3.82s/it]
 92%|█████████▏| 42467/46302 [45:00:17<4:04:01,  3.82s/it]
 92%|█████████▏| 42468/46302 [45:00:21<4:03:59,  3.82s/it]
 92%|█████████▏| 42469/46302 [45:00:25<4:04:00,  3.82s/it]
 92%|█████████▏| 42470/46302 [45:00:29<4:03:52,  3.82s/it]
 92%|█████████▏| 42471/46302 [45:00:32<4:03:47,  3.82s/it]
 92%|█████████▏| 42472/46302 [45:00:36<4:03:38,  3.82s/it]
 92%|█████████▏| 42473/46302 [45:00:40<4:03:33,  3.82s/it]
 92%|█████████▏| 42474/46302 [45:00:44<4:03:34,  3.82s/it]
 92%|█████████▏| 42475/46302 [45:00:48<4:03:33,  3.82s/it]
 92%|█████████▏| 42476/46302 [45:00:51<4:03:29,  3.82s/it]
 92%|█████████▏| 42477/46302 [45:00:55<4:03:24,  3.82s/it]
 92%|█████████▏| 42478/46302 [45:00:59<4:03:16,  3.82s/it]
 92%|█████████▏| 42479/46302 [45:01:03<4:03:13,  3.82s/it]
 92%|█████████▏| 42480/46302 [45:01:07<4:03:08,  3.82s/it]
 92%|█████████▏| 42481/46302 [45:01:11<4:03:00,  3.82s/it]
 92%|█████████▏| 42482/46302 [45:01:14<4:02:58,  3.82s/it]
 92%|█████████▏| 42483/46302 [45:01:18<4:02:57,  3.82s/it]
 92%|█████████▏| 42484/46302 [45:01:22<4:02:55,  3.82s/it]
 92%|█████████▏| 42485/46302 [45:01:26<4:02:48,  3.82s/it]
 92%|█████████▏| 42486/46302 [45:01:30<4:02:45,  3.82s/it]
 92%|█████████▏| 42487/46302 [45:01:33<4:02:38,  3.82s/it]
 92%|█████████▏| 42488/46302 [45:01:37<4:02:33,  3.82s/it]
 92%|█████████▏| 42489/46302 [45:01:41<4:02:26,  3.82s/it]
 92%|█████████▏| 42490/46302 [45:01:45<4:02:26,  3.82s/it]
 92%|█████████▏| 42491/46302 [45:01:49<4:02:25,  3.82s/it]
 92%|█████████▏| 42492/46302 [45:01:53<4:02:20,  3.82s/it]
 92%|█████████▏| 42493/46302 [45:01:56<4:02:15,  3.82s/it]
 92%|█████████▏| 42494/46302 [45:02:00<4:02:13,  3.82s/it]
 92%|█████████▏| 42495/46302 [45:02:04<4:02:14,  3.82s/it]
 92%|█████████▏| 42496/46302 [45:02:08<4:02:11,  3.82s/it]
 92%|█████████▏| 42497/46302 [45:02:12<4:02:07,  3.82s/it]
 92%|█████████▏| 42498/46302 [45:02:15<4:02:04,  3.82s/it]
 92%|█████████▏| 42499/46302 [45:02:19<4:02:01,  3.82s/it]
 92%|█████████▏| 42500/46302 [45:02:23<4:01:36,  3.81s/it]
                                                          
{'loss': 3.0672, 'learning_rate': 0.0004196282724824511, 'epoch': 0.92}

 92%|█████████▏| 42500/46302 [45:02:23<4:01:36,  3.81s/it]
 92%|█████████▏| 42501/46302 [45:02:27<4:01:10,  3.81s/it]
 92%|█████████▏| 42502/46302 [45:02:31<4:00:51,  3.80s/it]
 92%|█████████▏| 42503/46302 [45:02:34<4:00:53,  3.80s/it]
 92%|█████████▏| 42504/46302 [45:02:38<4:00:37,  3.80s/it]
 92%|█████████▏| 42505/46302 [45:02:42<4:00:48,  3.81s/it]
 92%|█████████▏| 42506/46302 [45:02:46<4:00:57,  3.81s/it]
 92%|█████████▏| 42507/46302 [45:02:50<4:00:57,  3.81s/it]
 92%|█████████▏| 42508/46302 [45:02:54<4:01:00,  3.81s/it]
 92%|█████████▏| 42509/46302 [45:02:57<4:00:58,  3.81s/it]
 92%|█████████▏| 42510/46302 [45:03:01<4:00:57,  3.81s/it]
 92%|█████████▏| 42511/46302 [45:03:05<4:00:56,  3.81s/it]
 92%|█████████▏| 42512/46302 [45:03:09<4:00:50,  3.81s/it]
 92%|█████████▏| 42513/46302 [45:03:13<4:00:51,  3.81s/it]
 92%|█████████▏| 42514/46302 [45:03:16<4:00:44,  3.81s/it]
 92%|█████████▏| 42515/46302 [45:03:20<4:00:41,  3.81s/it]
 92%|█████████▏| 42516/46302 [45:03:24<4:00:36,  3.81s/it]
 92%|█████████▏| 42517/46302 [45:03:28<4:00:35,  3.81s/it]
 92%|█████████▏| 42518/46302 [45:03:32<4:00:31,  3.81s/it]
 92%|█████████▏| 42519/46302 [45:03:35<4:00:33,  3.82s/it]
 92%|█████████▏| 42520/46302 [45:03:39<4:00:29,  3.82s/it]
 92%|█████████▏| 42521/46302 [45:03:43<4:00:27,  3.82s/it]
 92%|█████████▏| 42522/46302 [45:03:47<4:00:20,  3.81s/it]
 92%|█████████▏| 42523/46302 [45:03:51<4:00:17,  3.82s/it]
 92%|█████████▏| 42524/46302 [45:03:55<4:00:12,  3.81s/it]
 92%|█████████▏| 42525/46302 [45:03:58<4:00:10,  3.82s/it]
 92%|█████████▏| 42526/46302 [45:04:02<4:00:06,  3.82s/it]
 92%|█████████▏| 42527/46302 [45:04:06<4:00:01,  3.82s/it]
 92%|█████████▏| 42528/46302 [45:04:10<3:59:50,  3.81s/it]
 92%|█████████▏| 42529/46302 [45:04:14<3:59:53,  3.81s/it]
 92%|█████████▏| 42530/46302 [45:04:17<3:59:46,  3.81s/it]
 92%|█████████▏| 42531/46302 [45:04:21<3:59:45,  3.81s/it]
 92%|█████████▏| 42532/46302 [45:04:25<3:59:40,  3.81s/it]
 92%|█████████▏| 42533/46302 [45:04:29<3:59:33,  3.81s/it]
 92%|█████████▏| 42534/46302 [45:04:33<3:59:28,  3.81s/it]
 92%|█████████▏| 42535/46302 [45:04:37<3:59:21,  3.81s/it]
 92%|█████████▏| 42536/46302 [45:04:40<3:59:17,  3.81s/it]
 92%|█████████▏| 42537/46302 [45:04:44<3:59:13,  3.81s/it]
 92%|█████████▏| 42538/46302 [45:04:48<3:59:13,  3.81s/it]
 92%|█████████▏| 42539/46302 [45:04:52<3:59:10,  3.81s/it]
 92%|█████████▏| 42540/46302 [45:04:56<3:59:09,  3.81s/it]
 92%|█████████▏| 42541/46302 [45:04:59<3:59:08,  3.82s/it]
 92%|█████████▏| 42542/46302 [45:05:03<3:59:01,  3.81s/it]
 92%|█████████▏| 42543/46302 [45:05:07<3:58:59,  3.81s/it]
 92%|█████████▏| 42544/46302 [45:05:11<3:58:53,  3.81s/it]
 92%|█████████▏| 42545/46302 [45:05:15<3:58:44,  3.81s/it]
 92%|█████████▏| 42546/46302 [45:05:18<3:58:43,  3.81s/it]
 92%|█████████▏| 42547/46302 [45:05:22<3:58:45,  3.82s/it]
 92%|█████████▏| 42548/46302 [45:05:26<3:58:41,  3.82s/it]
 92%|█████████▏| 42549/46302 [45:05:30<3:58:33,  3.81s/it]
 92%|█████████▏| 42550/46302 [45:05:34<3:58:32,  3.81s/it]
 92%|█████████▏| 42551/46302 [45:05:38<3:58:27,  3.81s/it]
 92%|█████████▏| 42552/46302 [45:05:41<3:58:22,  3.81s/it]
 92%|█████████▏| 42553/46302 [45:05:45<3:58:18,  3.81s/it]
 92%|█████████▏| 42554/46302 [45:05:49<3:58:15,  3.81s/it]
 92%|█████████▏| 42555/46302 [45:05:53<3:58:12,  3.81s/it]
 92%|█████████▏| 42556/46302 [45:05:57<3:58:12,  3.82s/it]
 92%|█████████▏| 42557/46302 [45:06:00<3:58:09,  3.82s/it]
 92%|█████████▏| 42558/46302 [45:06:04<3:58:07,  3.82s/it]
 92%|█████████▏| 42559/46302 [45:06:08<3:58:01,  3.82s/it]
 92%|█████████▏| 42560/46302 [45:06:12<3:58:00,  3.82s/it]
 92%|█████████▏| 42561/46302 [45:06:16<3:57:50,  3.81s/it]
 92%|█████████▏| 42562/46302 [45:06:20<3:57:50,  3.82s/it]
 92%|█████████▏| 42563/46302 [45:06:23<3:57:50,  3.82s/it]
 92%|█████████▏| 42564/46302 [45:06:27<3:57:43,  3.82s/it]
 92%|█████████▏| 42565/46302 [45:06:31<3:57:35,  3.81s/it]
 92%|█████████▏| 42566/46302 [45:06:35<3:57:33,  3.82s/it]
 92%|█████████▏| 42567/46302 [45:06:39<3:57:29,  3.82s/it]
 92%|█████████▏| 42568/46302 [45:06:42<3:57:24,  3.81s/it]
 92%|█████████▏| 42569/46302 [45:06:46<3:57:21,  3.81s/it]
 92%|█████████▏| 42570/46302 [45:06:50<3:57:19,  3.82s/it]
 92%|█████████▏| 42571/46302 [45:06:54<3:57:13,  3.81s/it]
 92%|█████████▏| 42572/46302 [45:06:58<3:57:07,  3.81s/it]
 92%|█████████▏| 42573/46302 [45:07:01<3:57:03,  3.81s/it]
 92%|█████████▏| 42574/46302 [45:07:05<3:56:54,  3.81s/it]
 92%|█████████▏| 42575/46302 [45:07:09<3:56:52,  3.81s/it]
 92%|█████████▏| 42576/46302 [45:07:13<3:56:47,  3.81s/it]
 92%|█████████▏| 42577/46302 [45:07:17<3:56:47,  3.81s/it]
 92%|█████████▏| 42578/46302 [45:07:21<3:56:45,  3.81s/it]
 92%|█████████▏| 42579/46302 [45:07:24<3:56:39,  3.81s/it]
 92%|█████████▏| 42580/46302 [45:07:28<3:56:34,  3.81s/it]
 92%|█████████▏| 42581/46302 [45:07:32<3:56:32,  3.81s/it]
 92%|█████████▏| 42582/46302 [45:07:36<3:56:30,  3.81s/it]
 92%|█████████▏| 42583/46302 [45:07:40<3:56:30,  3.82s/it]
 92%|█████████▏| 42584/46302 [45:07:43<3:56:25,  3.82s/it]
 92%|█████████▏| 42585/46302 [45:07:47<3:56:23,  3.82s/it]
 92%|█████████▏| 42586/46302 [45:07:51<3:56:14,  3.81s/it]
 92%|█████████▏| 42587/46302 [45:07:55<3:56:07,  3.81s/it]
 92%|█████████▏| 42588/46302 [45:07:59<3:56:01,  3.81s/it]
 92%|█████████▏| 42589/46302 [45:08:02<3:56:00,  3.81s/it]
 92%|█████████▏| 42590/46302 [45:08:06<3:55:57,  3.81s/it]
 92%|█████████▏| 42591/46302 [45:08:10<3:55:58,  3.82s/it]
 92%|█████████▏| 42592/46302 [45:08:14<3:55:57,  3.82s/it]
 92%|█████████▏| 42593/46302 [45:08:18<3:55:52,  3.82s/it]
 92%|█████████▏| 42594/46302 [45:08:22<3:55:45,  3.81s/it]
 92%|█████████▏| 42595/46302 [45:08:25<3:55:43,  3.82s/it]
 92%|█████████▏| 42596/46302 [45:08:29<3:55:38,  3.82s/it]
 92%|█████████▏| 42597/46302 [45:08:33<3:55:34,  3.81s/it]
 92%|█████████▏| 42598/46302 [45:08:37<3:55:26,  3.81s/it]
 92%|█████████▏| 42599/46302 [45:08:41<3:55:27,  3.82s/it]
 92%|█████████▏| 42600/46302 [45:08:44<3:55:28,  3.82s/it]
 92%|█████████▏| 42601/46302 [45:08:48<3:55:22,  3.82s/it]
 92%|█████████▏| 42602/46302 [45:08:52<3:55:14,  3.81s/it]
 92%|█████████▏| 42603/46302 [45:08:56<3:55:10,  3.81s/it]
 92%|█████████▏| 42604/46302 [45:09:00<3:55:04,  3.81s/it]
 92%|█████████▏| 42605/46302 [45:09:04<3:55:04,  3.82s/it]
 92%|█████████▏| 42606/46302 [45:09:07<3:54:58,  3.81s/it]
 92%|█████████▏| 42607/46302 [45:09:11<3:54:51,  3.81s/it]
 92%|█████████▏| 42608/46302 [45:09:15<3:54:51,  3.81s/it]
 92%|█████████▏| 42609/46302 [45:09:19<3:54:50,  3.82s/it]
 92%|█████████▏| 42610/46302 [45:09:23<3:54:46,  3.82s/it]
 92%|█████████▏| 42611/46302 [45:09:26<3:54:41,  3.82s/it]
 92%|█████████▏| 42612/46302 [45:09:30<3:54:35,  3.81s/it]
 92%|█████████▏| 42613/46302 [45:09:34<3:54:30,  3.81s/it]
 92%|█████████▏| 42614/46302 [45:09:38<3:54:23,  3.81s/it]
 92%|█████████▏| 42615/46302 [45:09:42<3:54:22,  3.81s/it]
 92%|█████████▏| 42616/46302 [45:09:45<3:54:14,  3.81s/it]
 92%|█████████▏| 42617/46302 [45:09:49<3:54:11,  3.81s/it]
 92%|█████████▏| 42618/46302 [45:09:53<3:54:09,  3.81s/it]
 92%|█████████▏| 42619/46302 [45:09:57<3:54:02,  3.81s/it]
 92%|█████████▏| 42620/46302 [45:10:01<3:54:00,  3.81s/it]
 92%|█████████▏| 42621/46302 [45:10:05<3:53:53,  3.81s/it]
 92%|█████████▏| 42622/46302 [45:10:08<3:53:45,  3.81s/it]
 92%|█████████▏| 42623/46302 [45:10:12<3:53:42,  3.81s/it]
 92%|█████████▏| 42624/46302 [45:10:16<3:53:44,  3.81s/it]
 92%|█████████▏| 42625/46302 [45:10:20<3:53:42,  3.81s/it]
 92%|█████████▏| 42626/46302 [45:10:24<3:53:36,  3.81s/it]
 92%|█████████▏| 42627/46302 [45:10:27<3:53:34,  3.81s/it]
 92%|█████████▏| 42628/46302 [45:10:31<3:53:34,  3.81s/it]
 92%|█████████▏| 42629/46302 [45:10:35<3:53:31,  3.81s/it]
 92%|█████████▏| 42630/46302 [45:10:39<3:53:21,  3.81s/it]
 92%|█████████▏| 42631/46302 [45:10:43<3:53:22,  3.81s/it]
 92%|█████████▏| 42632/46302 [45:10:47<3:53:21,  3.82s/it]
 92%|█████████▏| 42633/46302 [45:10:50<3:53:14,  3.81s/it]
 92%|█████████▏| 42634/46302 [45:10:54<3:53:08,  3.81s/it]
 92%|█████████▏| 42635/46302 [45:10:58<3:53:05,  3.81s/it]
 92%|█████████▏| 42636/46302 [45:11:02<3:53:02,  3.81s/it]
 92%|█████████▏| 42637/46302 [45:11:06<3:53:00,  3.81s/it]
 92%|█████████▏| 42638/46302 [45:11:09<3:52:52,  3.81s/it]
 92%|█████████▏| 42639/46302 [45:11:13<3:52:46,  3.81s/it]
 92%|█████████▏| 42640/46302 [45:11:17<3:52:43,  3.81s/it]
 92%|█████████▏| 42641/46302 [45:11:21<3:52:36,  3.81s/it]
 92%|█████████▏| 42642/46302 [45:11:25<3:52:29,  3.81s/it]
 92%|█████████▏| 42643/46302 [45:11:28<3:52:30,  3.81s/it]
 92%|█████████▏| 42644/46302 [45:11:32<3:52:25,  3.81s/it]
 92%|█████████▏| 42645/46302 [45:11:36<3:52:23,  3.81s/it]
 92%|█████████▏| 42646/46302 [45:11:40<3:52:21,  3.81s/it]
 92%|█████████▏| 42647/46302 [45:11:44<3:52:19,  3.81s/it]
 92%|█████████▏| 42648/46302 [45:11:48<3:52:18,  3.81s/it]
 92%|█████████▏| 42649/46302 [45:11:51<3:52:12,  3.81s/it]
 92%|█████████▏| 42650/46302 [45:11:55<3:52:11,  3.81s/it]
 92%|█████████▏| 42651/46302 [45:11:59<3:52:05,  3.81s/it]
 92%|█████████▏| 42652/46302 [45:12:03<3:51:55,  3.81s/it]
 92%|█████████▏| 42653/46302 [45:12:07<3:51:52,  3.81s/it]
 92%|█████████▏| 42654/46302 [45:12:10<3:51:48,  3.81s/it]
 92%|█████████▏| 42655/46302 [45:12:14<3:51:49,  3.81s/it]
 92%|█████████▏| 42656/46302 [45:12:18<3:51:40,  3.81s/it]
 92%|█████████▏| 42657/46302 [45:12:22<3:51:33,  3.81s/it]
 92%|█████████▏| 42658/46302 [45:12:26<3:51:27,  3.81s/it]
 92%|█████████▏| 42659/46302 [45:12:29<3:51:27,  3.81s/it]
 92%|█████████▏| 42660/46302 [45:12:33<3:51:28,  3.81s/it]
 92%|█████████▏| 42661/46302 [45:12:37<3:51:28,  3.81s/it]
 92%|█████████▏| 42662/46302 [45:12:41<3:51:22,  3.81s/it]
 92%|█████████▏| 42663/46302 [45:12:45<3:51:18,  3.81s/it]
 92%|█████████▏| 42664/46302 [45:12:49<3:51:17,  3.81s/it]
 92%|█████████▏| 42665/46302 [45:12:52<3:51:10,  3.81s/it]
 92%|█████████▏| 42666/46302 [45:12:56<3:51:08,  3.81s/it]
 92%|█████████▏| 42667/46302 [45:13:00<3:51:08,  3.82s/it]
 92%|█████████▏| 42668/46302 [45:13:04<3:51:06,  3.82s/it]
 92%|█████████▏| 42669/46302 [45:13:08<3:51:01,  3.82s/it]
 92%|█████████▏| 42670/46302 [45:13:11<3:50:54,  3.81s/it]
 92%|█████████▏| 42671/46302 [45:13:15<3:50:51,  3.81s/it]
 92%|█████████▏| 42672/46302 [45:13:19<3:50:46,  3.81s/it]
 92%|█████████▏| 42673/46302 [45:13:23<3:50:45,  3.82s/it]
 92%|█████████▏| 42674/46302 [45:13:27<3:50:39,  3.81s/it]
 92%|█████████▏| 42675/46302 [45:13:30<3:50:35,  3.81s/it]
 92%|█████████▏| 42676/46302 [45:13:34<3:50:35,  3.82s/it]
 92%|█████████▏| 42677/46302 [45:13:38<3:50:29,  3.82s/it]
 92%|█████████▏| 42678/46302 [45:13:42<3:50:26,  3.82s/it]
 92%|█████████▏| 42679/46302 [45:13:46<3:50:19,  3.81s/it]
 92%|█████████▏| 42680/46302 [45:13:50<3:50:14,  3.81s/it]
 92%|█████████▏| 42681/46302 [45:13:53<3:50:10,  3.81s/it]
 92%|█████████▏| 42682/46302 [45:13:57<3:50:03,  3.81s/it]
 92%|█████████▏| 42683/46302 [45:14:01<3:49:59,  3.81s/it]
 92%|█████████▏| 42684/46302 [45:14:05<3:49:54,  3.81s/it]
 92%|█████████▏| 42685/46302 [45:14:09<3:49:50,  3.81s/it]
 92%|█████████▏| 42686/46302 [45:14:12<3:49:45,  3.81s/it]
 92%|█████████▏| 42687/46302 [45:14:16<3:49:45,  3.81s/it]
 92%|█████████▏| 42688/46302 [45:14:20<3:49:37,  3.81s/it]
 92%|█████████▏| 42689/46302 [45:14:24<3:49:35,  3.81s/it]
 92%|█████████▏| 42690/46302 [45:14:28<3:49:26,  3.81s/it]
 92%|█████████▏| 42691/46302 [45:14:32<3:49:23,  3.81s/it]
 92%|█████████▏| 42692/46302 [45:14:35<3:49:16,  3.81s/it]
 92%|█████████▏| 42693/46302 [45:14:39<3:49:15,  3.81s/it]
 92%|█████████▏| 42694/46302 [45:14:43<3:49:10,  3.81s/it]
 92%|█████████▏| 42695/46302 [45:14:47<3:49:12,  3.81s/it]
 92%|█████████▏| 42696/46302 [45:14:51<3:49:07,  3.81s/it]
 92%|█████████▏| 42697/46302 [45:14:54<3:49:03,  3.81s/it]
 92%|█████████▏| 42698/46302 [45:14:58<3:48:55,  3.81s/it]
 92%|█████████▏| 42699/46302 [45:15:02<3:48:48,  3.81s/it]
 92%|█████████▏| 42700/46302 [45:15:06<3:48:44,  3.81s/it]
 92%|█████████▏| 42701/46302 [45:15:10<3:48:41,  3.81s/it]
 92%|█████████▏| 42702/46302 [45:15:13<3:48:42,  3.81s/it]
 92%|█████████▏| 42703/46302 [45:15:17<3:48:41,  3.81s/it]
 92%|█████████▏| 42704/46302 [45:15:21<3:48:40,  3.81s/it]
 92%|█████████▏| 42705/46302 [45:15:25<3:48:34,  3.81s/it]
 92%|█████████▏| 42706/46302 [45:15:29<3:48:25,  3.81s/it]
 92%|█████████▏| 42707/46302 [45:15:32<3:48:24,  3.81s/it]
 92%|█████████▏| 42708/46302 [45:15:36<3:48:19,  3.81s/it]
 92%|█████████▏| 42709/46302 [45:15:40<3:48:19,  3.81s/it]
 92%|█████████▏| 42710/46302 [45:15:44<3:48:14,  3.81s/it]
 92%|█████████▏| 42711/46302 [45:15:48<3:48:14,  3.81s/it]
 92%|█████████▏| 42712/46302 [45:15:52<3:48:09,  3.81s/it]
 92%|█████████▏| 42713/46302 [45:15:55<3:48:10,  3.81s/it]
 92%|█████████▏| 42714/46302 [45:15:59<3:48:03,  3.81s/it]
 92%|█████████▏| 42715/46302 [45:16:03<3:48:03,  3.81s/it]
 92%|█████████▏| 42716/46302 [45:16:07<3:47:58,  3.81s/it]
 92%|█████████▏| 42717/46302 [45:16:11<3:47:56,  3.81s/it]
 92%|█████████▏| 42718/46302 [45:16:14<3:47:54,  3.82s/it]
 92%|█████████▏| 42719/46302 [45:16:18<3:47:54,  3.82s/it]
 92%|█████████▏| 42720/46302 [45:16:22<3:47:42,  3.81s/it]
 92%|█████████▏| 42721/46302 [45:16:26<3:47:40,  3.81s/it]
 92%|█████████▏| 42722/46302 [45:16:30<3:47:31,  3.81s/it]
 92%|█████████▏| 42723/46302 [45:16:34<3:47:30,  3.81s/it]
 92%|█████████▏| 42724/46302 [45:16:37<3:47:23,  3.81s/it]
 92%|█████████▏| 42725/46302 [45:16:41<3:47:19,  3.81s/it]
 92%|█████████▏| 42726/46302 [45:16:45<3:47:19,  3.81s/it]
 92%|█████████▏| 42727/46302 [45:16:49<3:47:13,  3.81s/it]
 92%|█████████▏| 42728/46302 [45:16:53<3:47:07,  3.81s/it]
 92%|█████████▏| 42729/46302 [45:16:56<3:47:06,  3.81s/it]
 92%|█████████▏| 42730/46302 [45:17:00<3:47:05,  3.81s/it]
 92%|█████████▏| 42731/46302 [45:17:04<3:47:01,  3.81s/it]
 92%|█████████▏| 42732/46302 [45:17:08<3:46:58,  3.81s/it]
 92%|█████████▏| 42733/46302 [45:17:12<3:46:56,  3.82s/it]
 92%|█████████▏| 42734/46302 [45:17:15<3:46:50,  3.81s/it]
 92%|█████████▏| 42735/46302 [45:17:19<3:46:47,  3.81s/it]
 92%|█████████▏| 42736/46302 [45:17:23<3:46:43,  3.81s/it]
 92%|█████████▏| 42737/46302 [45:17:27<3:46:42,  3.82s/it]
 92%|█████████▏| 42738/46302 [45:17:31<3:46:32,  3.81s/it]
 92%|█████████▏| 42739/46302 [45:17:35<3:46:29,  3.81s/it]
 92%|█████████▏| 42740/46302 [45:17:38<3:46:24,  3.81s/it]
 92%|█████████▏| 42741/46302 [45:17:42<3:46:24,  3.81s/it]
 92%|█████████▏| 42742/46302 [45:17:46<3:46:18,  3.81s/it]
 92%|█████████▏| 42743/46302 [45:17:50<3:46:17,  3.82s/it]
 92%|█████████▏| 42744/46302 [45:17:54<3:46:11,  3.81s/it]
 92%|█████████▏| 42745/46302 [45:17:57<3:46:07,  3.81s/it]
 92%|█████████▏| 42746/46302 [45:18:01<3:46:04,  3.81s/it]
 92%|█████████▏| 42747/46302 [45:18:05<3:46:00,  3.81s/it]
 92%|█████████▏| 42748/46302 [45:18:09<3:45:51,  3.81s/it]
 92%|█████████▏| 42749/46302 [45:18:13<3:45:46,  3.81s/it]
 92%|█████████▏| 42750/46302 [45:18:16<3:45:40,  3.81s/it]
 92%|█████████▏| 42751/46302 [45:18:20<3:45:39,  3.81s/it]
 92%|█████████▏| 42752/46302 [45:18:24<3:45:35,  3.81s/it]
 92%|█████████▏| 42753/46302 [45:18:28<3:45:36,  3.81s/it]
 92%|█████████▏| 42754/46302 [45:18:32<3:45:31,  3.81s/it]
 92%|█████████▏| 42755/46302 [45:18:36<3:45:27,  3.81s/it]
 92%|█████████▏| 42756/46302 [45:18:39<3:45:24,  3.81s/it]
 92%|█████████▏| 42757/46302 [45:18:43<3:45:22,  3.81s/it]
 92%|█████████▏| 42758/46302 [45:18:47<3:45:15,  3.81s/it]
 92%|█████████▏| 42759/46302 [45:18:51<3:45:14,  3.81s/it]
 92%|█████████▏| 42760/46302 [45:18:55<3:45:04,  3.81s/it]
 92%|█████████▏| 42761/46302 [45:18:58<3:45:00,  3.81s/it]
 92%|█████████▏| 42762/46302 [45:19:02<3:44:53,  3.81s/it]
 92%|█████████▏| 42763/46302 [45:19:06<3:44:48,  3.81s/it]
 92%|█████████▏| 42764/46302 [45:19:10<3:44:47,  3.81s/it]
 92%|█████████▏| 42765/46302 [45:19:14<3:44:45,  3.81s/it]
 92%|█████████▏| 42766/46302 [45:19:18<3:44:40,  3.81s/it]
 92%|█████████▏| 42767/46302 [45:19:21<3:44:37,  3.81s/it]
 92%|█████████▏| 42768/46302 [45:19:25<3:44:27,  3.81s/it]
 92%|█████████▏| 42769/46302 [45:19:29<3:44:22,  3.81s/it]
 92%|█████████▏| 42770/46302 [45:19:33<3:44:21,  3.81s/it]
 92%|█████████▏| 42771/46302 [45:19:37<3:44:17,  3.81s/it]
 92%|█████████▏| 42772/46302 [45:19:40<3:44:09,  3.81s/it]
 92%|█████████▏| 42773/46302 [45:19:44<3:44:10,  3.81s/it]
 92%|█████████▏| 42774/46302 [45:19:48<3:44:07,  3.81s/it]
 92%|█████████▏| 42775/46302 [45:19:52<3:44:06,  3.81s/it]
 92%|█████████▏| 42776/46302 [45:19:56<3:44:04,  3.81s/it]
 92%|█████████▏| 42777/46302 [45:19:59<3:43:58,  3.81s/it]
 92%|█████████▏| 42778/46302 [45:20:03<3:43:59,  3.81s/it]
 92%|█████████▏| 42779/46302 [45:20:07<3:43:57,  3.81s/it]
 92%|█████████▏| 42780/46302 [45:20:11<3:43:47,  3.81s/it]
 92%|█████████▏| 42781/46302 [45:20:15<3:43:46,  3.81s/it]
 92%|█████████▏| 42782/46302 [45:20:19<3:43:44,  3.81s/it]
 92%|█████████▏| 42783/46302 [45:20:22<3:43:35,  3.81s/it]
 92%|█████████▏| 42784/46302 [45:20:26<3:43:37,  3.81s/it]
 92%|█████████▏| 42785/46302 [45:20:30<3:43:32,  3.81s/it]
 92%|█████████▏| 42786/46302 [45:20:34<3:43:25,  3.81s/it]
 92%|█████████▏| 42787/46302 [45:20:38<3:43:16,  3.81s/it]
 92%|█████████▏| 42788/46302 [45:20:41<3:43:14,  3.81s/it]
 92%|█████████▏| 42789/46302 [45:20:45<3:43:10,  3.81s/it]
 92%|█████████▏| 42790/46302 [45:20:49<3:43:10,  3.81s/it]
 92%|█████████▏| 42791/46302 [45:20:53<3:43:08,  3.81s/it]
 92%|█████████▏| 42792/46302 [45:20:57<3:43:01,  3.81s/it]
 92%|█████████▏| 42793/46302 [45:21:00<3:42:56,  3.81s/it]
 92%|█████████▏| 42794/46302 [45:21:04<3:42:51,  3.81s/it]
 92%|█████████▏| 42795/46302 [45:21:08<3:42:49,  3.81s/it]
 92%|█████████▏| 42796/46302 [45:21:12<3:42:47,  3.81s/it]
 92%|█████████▏| 42797/46302 [45:21:16<3:42:42,  3.81s/it]
 92%|█████████▏| 42798/46302 [45:21:20<3:42:40,  3.81s/it]
 92%|█████████▏| 42799/46302 [45:21:23<3:42:36,  3.81s/it]
 92%|█████████▏| 42800/46302 [45:21:27<3:42:32,  3.81s/it]
 92%|█████████▏| 42801/46302 [45:21:31<3:42:30,  3.81s/it]
 92%|█████████▏| 42802/46302 [45:21:35<3:42:25,  3.81s/it]
 92%|█████████▏| 42803/46302 [45:21:39<3:42:24,  3.81s/it]
 92%|█████████▏| 42804/46302 [45:21:42<3:42:16,  3.81s/it]
 92%|█████████▏| 42805/46302 [45:21:46<3:42:13,  3.81s/it]
 92%|█████████▏| 42806/46302 [45:21:50<3:42:05,  3.81s/it]
 92%|█████████▏| 42807/46302 [45:21:54<3:41:57,  3.81s/it]
 92%|█████████▏| 42808/46302 [45:21:58<3:41:53,  3.81s/it]
 92%|█████████▏| 42809/46302 [45:22:01<3:41:55,  3.81s/it]
 92%|█████████▏| 42810/46302 [45:22:05<3:41:50,  3.81s/it]
 92%|█████████▏| 42811/46302 [45:22:09<3:41:50,  3.81s/it]
 92%|█████████▏| 42812/46302 [45:22:13<3:41:48,  3.81s/it]
 92%|█████████▏| 42813/46302 [45:22:17<3:41:44,  3.81s/it]
 92%|█████████▏| 42814/46302 [45:22:21<3:41:40,  3.81s/it]
 92%|█████████▏| 42815/46302 [45:22:24<3:41:41,  3.81s/it]
 92%|█████████▏| 42816/46302 [45:22:28<3:41:32,  3.81s/it]
 92%|█████████▏| 42817/46302 [45:22:32<3:41:29,  3.81s/it]
 92%|█████████▏| 42818/46302 [45:22:36<3:41:27,  3.81s/it]
 92%|█████████▏| 42819/46302 [45:22:40<3:41:23,  3.81s/it]
 92%|█████████▏| 42820/46302 [45:22:43<3:41:19,  3.81s/it]
 92%|█████████▏| 42821/46302 [45:22:47<3:41:13,  3.81s/it]
 92%|█████████▏| 42822/46302 [45:22:51<3:41:03,  3.81s/it]
 92%|█████████▏| 42823/46302 [45:22:55<3:41:00,  3.81s/it]
 92%|█████████▏| 42824/46302 [45:22:59<3:40:53,  3.81s/it]
 92%|█████████▏| 42825/46302 [45:23:02<3:40:49,  3.81s/it]
 92%|█████████▏| 42826/46302 [45:23:06<3:40:52,  3.81s/it]
 92%|█████████▏| 42827/46302 [45:23:10<3:40:49,  3.81s/it]
 92%|█████████▏| 42828/46302 [45:23:14<3:40:50,  3.81s/it]
 92%|█████████▏| 42829/46302 [45:23:18<3:40:49,  3.82s/it]
 93%|█████████▎| 42830/46302 [45:23:22<3:40:42,  3.81s/it]
 93%|█████████▎| 42831/46302 [45:23:25<3:40:36,  3.81s/it]
 93%|█████████▎| 42832/46302 [45:23:29<3:40:27,  3.81s/it]
 93%|█████████▎| 42833/46302 [45:23:33<3:40:21,  3.81s/it]
 93%|█████████▎| 42834/46302 [45:23:37<3:40:16,  3.81s/it]
 93%|█████████▎| 42835/46302 [45:23:41<3:40:14,  3.81s/it]
 93%|█████████▎| 42836/46302 [45:23:44<3:40:15,  3.81s/it]
 93%|█████████▎| 42837/46302 [45:23:48<3:40:15,  3.81s/it]
 93%|█████████▎| 42838/46302 [45:23:52<3:40:13,  3.81s/it]
 93%|█████████▎| 42839/46302 [45:23:56<3:40:10,  3.81s/it]
 93%|█████████▎| 42840/46302 [45:24:00<3:40:02,  3.81s/it]
 93%|█████████▎| 42841/46302 [45:24:03<3:39:56,  3.81s/it]
 93%|█████████▎| 42842/46302 [45:24:07<3:39:49,  3.81s/it]
 93%|█████████▎| 42843/46302 [45:24:11<3:39:42,  3.81s/it]
 93%|█████████▎| 42844/46302 [45:24:15<3:39:37,  3.81s/it]
 93%|█████████▎| 42845/46302 [45:24:19<3:39:34,  3.81s/it]
 93%|█████████▎| 42846/46302 [45:24:23<3:39:32,  3.81s/it]
 93%|█████████▎| 42847/46302 [45:24:26<3:39:30,  3.81s/it]
 93%|█████████▎| 42848/46302 [45:24:30<3:39:25,  3.81s/it]
 93%|█████████▎| 42849/46302 [45:24:34<3:39:20,  3.81s/it]
 93%|█████████▎| 42850/46302 [45:24:38<3:39:15,  3.81s/it]
 93%|█████████▎| 42851/46302 [45:24:42<3:39:19,  3.81s/it]
 93%|█████████▎| 42852/46302 [45:24:45<3:39:19,  3.81s/it]
 93%|█████████▎| 42853/46302 [45:24:49<3:39:17,  3.81s/it]
 93%|█████████▎| 42854/46302 [45:24:53<3:39:09,  3.81s/it]
 93%|█████████▎| 42855/46302 [45:24:57<3:39:06,  3.81s/it]
 93%|█████████▎| 42856/46302 [45:25:01<3:38:59,  3.81s/it]
 93%|█████████▎| 42857/46302 [45:25:04<3:38:54,  3.81s/it]
 93%|█████████▎| 42858/46302 [45:25:08<3:38:49,  3.81s/it]
 93%|█████████▎| 42859/46302 [45:25:12<3:38:46,  3.81s/it]
 93%|█████████▎| 42860/46302 [45:25:16<3:38:44,  3.81s/it]
 93%|█████████▎| 42861/46302 [45:25:20<3:38:45,  3.81s/it]
 93%|█████████▎| 42862/46302 [45:25:24<3:38:40,  3.81s/it]
 93%|█████████▎| 42863/46302 [45:25:27<3:38:35,  3.81s/it]
 93%|█████████▎| 42864/46302 [45:25:31<3:38:26,  3.81s/it]
 93%|█████████▎| 42865/46302 [45:25:35<3:38:22,  3.81s/it]
 93%|█████████▎| 42866/46302 [45:25:39<3:38:19,  3.81s/it]
 93%|█████████▎| 42867/46302 [45:25:43<3:38:17,  3.81s/it]
 93%|█████████▎| 42868/46302 [45:25:46<3:38:15,  3.81s/it]
 93%|█████████▎| 42869/46302 [45:25:50<3:38:09,  3.81s/it]
 93%|█████████▎| 42870/46302 [45:25:54<3:38:05,  3.81s/it]
 93%|█████████▎| 42871/46302 [45:25:58<3:38:02,  3.81s/it]
 93%|█████████▎| 42872/46302 [45:26:02<3:37:58,  3.81s/it]
 93%|█████████▎| 42873/46302 [45:26:05<3:37:53,  3.81s/it]
 93%|█████████▎| 42874/46302 [45:26:09<3:37:54,  3.81s/it]
 93%|█████████▎| 42875/46302 [45:26:13<3:37:47,  3.81s/it]
 93%|█████████▎| 42876/46302 [45:26:17<3:37:39,  3.81s/it]
 93%|█████████▎| 42877/46302 [45:26:21<3:37:37,  3.81s/it]
 93%|█████████▎| 42878/46302 [45:26:25<3:37:33,  3.81s/it]
 93%|█████████▎| 42879/46302 [45:26:28<3:37:28,  3.81s/it]
 93%|█████████▎| 42880/46302 [45:26:32<3:37:23,  3.81s/it]
 93%|█████████▎| 42881/46302 [45:26:36<3:37:24,  3.81s/it]
 93%|█████████▎| 42882/46302 [45:26:40<3:37:21,  3.81s/it]
 93%|█████████▎| 42883/46302 [45:26:44<3:37:18,  3.81s/it]
 93%|█████████▎| 42884/46302 [45:26:47<3:37:15,  3.81s/it]
 93%|█████████▎| 42885/46302 [45:26:51<3:37:07,  3.81s/it]
 93%|█████████▎| 42886/46302 [45:26:55<3:37:05,  3.81s/it]
 93%|█████████▎| 42887/46302 [45:26:59<3:37:01,  3.81s/it]
 93%|█████████▎| 42888/46302 [45:27:03<3:36:58,  3.81s/it]
 93%|█████████▎| 42889/46302 [45:27:06<3:36:56,  3.81s/it]
 93%|█████████▎| 42890/46302 [45:27:10<3:36:49,  3.81s/it]
 93%|█████████▎| 42891/46302 [45:27:14<3:36:43,  3.81s/it]
 93%|█████████▎| 42892/46302 [45:27:18<3:36:41,  3.81s/it]
 93%|█████████▎| 42893/46302 [45:27:22<3:36:38,  3.81s/it]
 93%|█████████▎| 42894/46302 [45:27:26<3:36:31,  3.81s/it]
 93%|█████████▎| 42895/46302 [45:27:29<3:36:29,  3.81s/it]
 93%|█████████▎| 42896/46302 [45:27:33<3:36:24,  3.81s/it]
 93%|█████████▎| 42897/46302 [45:27:37<3:36:21,  3.81s/it]
 93%|█████████▎| 42898/46302 [45:27:41<3:36:16,  3.81s/it]
 93%|█████████▎| 42899/46302 [45:27:45<3:36:18,  3.81s/it]
 93%|█████████▎| 42900/46302 [45:27:48<3:36:13,  3.81s/it]
 93%|█████████▎| 42901/46302 [45:27:52<3:36:14,  3.81s/it]
 93%|█████████▎| 42902/46302 [45:27:56<3:36:04,  3.81s/it]
 93%|█████████▎| 42903/46302 [45:28:00<3:36:02,  3.81s/it]
 93%|█████████▎| 42904/46302 [45:28:04<3:35:56,  3.81s/it]
 93%|█████████▎| 42905/46302 [45:28:07<3:35:56,  3.81s/it]
 93%|█████████▎| 42906/46302 [45:28:11<3:35:43,  3.81s/it]
 93%|█████████▎| 42907/46302 [45:28:15<3:35:40,  3.81s/it]
 93%|█████████▎| 42908/46302 [45:28:19<3:35:39,  3.81s/it]
 93%|█████████▎| 42909/46302 [45:28:23<3:35:36,  3.81s/it]
 93%|█████████▎| 42910/46302 [45:28:27<3:35:30,  3.81s/it]
 93%|█████████▎| 42911/46302 [45:28:30<3:35:29,  3.81s/it]
 93%|█████████▎| 42912/46302 [45:28:34<3:35:26,  3.81s/it]
 93%|█████████▎| 42913/46302 [45:28:38<3:35:23,  3.81s/it]
 93%|█████████▎| 42914/46302 [45:28:42<3:35:18,  3.81s/it]
 93%|█████████▎| 42915/46302 [45:28:46<3:35:21,  3.81s/it]
 93%|█████████▎| 42916/46302 [45:28:49<3:35:18,  3.82s/it]
 93%|█████████▎| 42917/46302 [45:28:53<3:35:16,  3.82s/it]
 93%|█████████▎| 42918/46302 [45:28:57<3:35:08,  3.81s/it]
 93%|█████████▎| 42919/46302 [45:29:01<3:35:04,  3.81s/it]
 93%|█████████▎| 42920/46302 [45:29:05<3:35:04,  3.82s/it]
 93%|█████████▎| 42921/46302 [45:29:08<3:35:00,  3.82s/it]
 93%|█████████▎| 42922/46302 [45:29:12<3:34:55,  3.82s/it]
 93%|█████████▎| 42923/46302 [45:29:16<3:34:51,  3.82s/it]
 93%|█████████▎| 42924/46302 [45:29:20<3:34:45,  3.81s/it]
 93%|█████████▎| 42925/46302 [45:29:24<3:34:39,  3.81s/it]
 93%|█████████▎| 42926/46302 [45:29:28<3:34:31,  3.81s/it]
 93%|█████████▎| 42927/46302 [45:29:31<3:34:27,  3.81s/it]
 93%|█████████▎| 42928/46302 [45:29:35<3:34:28,  3.81s/it]
 93%|█████████▎| 42929/46302 [45:29:39<3:34:22,  3.81s/it]
 93%|█████████▎| 42930/46302 [45:29:43<3:34:14,  3.81s/it]
 93%|█████████▎| 42931/46302 [45:29:47<3:34:12,  3.81s/it]
 93%|█████████▎| 42932/46302 [45:29:50<3:34:12,  3.81s/it]
 93%|█████████▎| 42933/46302 [45:29:54<3:34:11,  3.81s/it]
 93%|█████████▎| 42934/46302 [45:29:58<3:34:03,  3.81s/it]
 93%|█████████▎| 42935/46302 [45:30:02<3:33:56,  3.81s/it]
 93%|█████████▎| 42936/46302 [45:30:06<3:33:54,  3.81s/it]
 93%|█████████▎| 42937/46302 [45:30:10<3:33:56,  3.81s/it]
 93%|█████████▎| 42938/46302 [45:30:13<3:33:55,  3.82s/it]
 93%|█████████▎| 42939/46302 [45:30:17<3:33:50,  3.82s/it]
 93%|█████████▎| 42940/46302 [45:30:21<3:33:41,  3.81s/it]
 93%|█████████▎| 42941/46302 [45:30:25<3:33:39,  3.81s/it]
 93%|█████████▎| 42942/46302 [45:30:29<3:33:37,  3.81s/it]
 93%|█████████▎| 42943/46302 [45:30:32<3:33:30,  3.81s/it]
 93%|█████████▎| 42944/46302 [45:30:36<3:33:25,  3.81s/it]
 93%|█████████▎| 42945/46302 [45:30:40<3:33:18,  3.81s/it]
 93%|█████████▎| 42946/46302 [45:30:44<3:33:13,  3.81s/it]
 93%|█████████▎| 42947/46302 [45:30:48<3:33:10,  3.81s/it]
 93%|█████████▎| 42948/46302 [45:30:51<3:33:11,  3.81s/it]
 93%|█████████▎| 42949/46302 [45:30:55<3:33:10,  3.81s/it]
 93%|█████████▎| 42950/46302 [45:30:59<3:33:05,  3.81s/it]
 93%|█████████▎| 42951/46302 [45:31:03<3:33:03,  3.81s/it]
 93%|█████████▎| 42952/46302 [45:31:07<3:33:06,  3.82s/it]
 93%|█████████▎| 42953/46302 [45:31:11<3:33:07,  3.82s/it]
 93%|█████████▎| 42954/46302 [45:31:14<3:33:04,  3.82s/it]
 93%|█████████▎| 42955/46302 [45:31:18<3:32:58,  3.82s/it]
 93%|█████████▎| 42956/46302 [45:31:22<3:32:54,  3.82s/it]
 93%|█████████▎| 42957/46302 [45:31:26<3:32:51,  3.82s/it]
 93%|█████████▎| 42958/46302 [45:31:30<3:32:47,  3.82s/it]
 93%|█████████▎| 42959/46302 [45:31:33<3:32:39,  3.82s/it]
 93%|█████████▎| 42960/46302 [45:31:37<3:32:35,  3.82s/it]
 93%|█████████▎| 42961/46302 [45:31:41<3:32:34,  3.82s/it]
 93%|█████████▎| 42962/46302 [45:31:45<3:32:21,  3.81s/it]
 93%|█████████▎| 42963/46302 [45:31:49<3:32:20,  3.82s/it]
 93%|█████████▎| 42964/46302 [45:31:53<3:32:19,  3.82s/it]
 93%|█████████▎| 42965/46302 [45:31:56<3:32:07,  3.81s/it]
 93%|█████████▎| 42966/46302 [45:32:00<3:32:09,  3.82s/it]
 93%|█████████▎| 42967/46302 [45:32:04<3:32:14,  3.82s/it]
 93%|█████████▎| 42968/46302 [45:32:08<3:32:08,  3.82s/it]
 93%|█████████▎| 42969/46302 [45:32:12<3:32:05,  3.82s/it]
 93%|█████████▎| 42970/46302 [45:32:15<3:32:03,  3.82s/it]
 93%|█████████▎| 42971/46302 [45:32:19<3:31:59,  3.82s/it]
 93%|█████████▎| 42972/46302 [45:32:23<3:31:56,  3.82s/it]
 93%|█████████▎| 42973/46302 [45:32:27<3:31:53,  3.82s/it]
 93%|█████████▎| 42974/46302 [45:32:31<3:31:49,  3.82s/it]
 93%|█████████▎| 42975/46302 [45:32:35<3:31:44,  3.82s/it]
 93%|█████████▎| 42976/46302 [45:32:38<3:31:40,  3.82s/it]
 93%|█████████▎| 42977/46302 [45:32:42<3:31:35,  3.82s/it]
 93%|█████████▎| 42978/46302 [45:32:46<3:31:31,  3.82s/it]
 93%|█████████▎| 42979/46302 [45:32:50<3:31:30,  3.82s/it]
 93%|█████████▎| 42980/46302 [45:32:54<3:31:27,  3.82s/it]
 93%|█████████▎| 42981/46302 [45:32:57<3:31:25,  3.82s/it]
 93%|█████████▎| 42982/46302 [45:33:01<3:31:20,  3.82s/it]
 93%|█████████▎| 42983/46302 [45:33:05<3:31:19,  3.82s/it]
 93%|█████████▎| 42984/46302 [45:33:09<3:31:16,  3.82s/it]
 93%|█████████▎| 42985/46302 [45:33:13<3:31:06,  3.82s/it]
 93%|█████████▎| 42986/46302 [45:33:17<3:31:02,  3.82s/it]
 93%|█████████▎| 42987/46302 [45:33:20<3:30:59,  3.82s/it]
 93%|█████████▎| 42988/46302 [45:33:24<3:30:56,  3.82s/it]
 93%|█████████▎| 42989/46302 [45:33:28<3:30:53,  3.82s/it]
 93%|█████████▎| 42990/46302 [45:33:32<3:30:49,  3.82s/it]
 93%|█████████▎| 42991/46302 [45:33:36<3:30:45,  3.82s/it]
 93%|█████████▎| 42992/46302 [45:33:39<3:30:42,  3.82s/it]
 93%|█████████▎| 42993/46302 [45:33:43<3:30:40,  3.82s/it]
 93%|█████████▎| 42994/46302 [45:33:47<3:30:36,  3.82s/it]
 93%|█████████▎| 42995/46302 [45:33:51<3:30:32,  3.82s/it]
 93%|█████████▎| 42996/46302 [45:33:55<3:30:28,  3.82s/it]
 93%|█████████▎| 42997/46302 [45:33:59<3:30:22,  3.82s/it]
 93%|█████████▎| 42998/46302 [45:34:02<3:30:19,  3.82s/it]
 93%|█████████▎| 42999/46302 [45:34:06<3:30:03,  3.82s/it]
 93%|█████████▎| 43000/46302 [45:34:10<3:30:05,  3.82s/it]
                                                          
{'loss': 3.0666, 'learning_rate': 0.00036444307094609513, 'epoch': 0.93}

 93%|█████████▎| 43000/46302 [45:34:10<3:30:05,  3.82s/it]
 93%|█████████▎| 43001/46302 [45:34:14<3:30:09,  3.82s/it]
 93%|█████████▎| 43002/46302 [45:34:18<3:30:05,  3.82s/it]
 93%|█████████▎| 43003/46302 [45:34:21<3:30:00,  3.82s/it]
 93%|█████████▎| 43004/46302 [45:34:25<3:29:55,  3.82s/it]
 93%|█████████▎| 43005/46302 [45:34:29<3:29:53,  3.82s/it]
 93%|█████████▎| 43006/46302 [45:34:33<3:29:52,  3.82s/it]
 93%|█████████▎| 43007/46302 [45:34:37<3:29:50,  3.82s/it]
 93%|█████████▎| 43008/46302 [45:34:41<3:29:35,  3.82s/it]
 93%|█████████▎| 43009/46302 [45:34:44<3:29:25,  3.82s/it]
 93%|█████████▎| 43010/46302 [45:34:48<3:29:25,  3.82s/it]
 93%|█████████▎| 43011/46302 [45:34:52<3:29:25,  3.82s/it]
 93%|█████████▎| 43012/46302 [45:34:56<3:29:08,  3.81s/it]
 93%|█████████▎| 43013/46302 [45:35:00<3:29:04,  3.81s/it]
 93%|█████████▎| 43014/46302 [45:35:03<3:29:06,  3.82s/it]
 93%|█████████▎| 43015/46302 [45:35:07<3:29:03,  3.82s/it]
 93%|█████████▎| 43016/46302 [45:35:11<3:29:03,  3.82s/it]
 93%|█████████▎| 43017/46302 [45:35:15<3:29:00,  3.82s/it]
 93%|█████████▎| 43018/46302 [45:35:19<3:28:57,  3.82s/it]
 93%|█████████▎| 43019/46302 [45:35:23<3:28:55,  3.82s/it]
 93%|█████████▎| 43020/46302 [45:35:26<3:28:53,  3.82s/it]
 93%|█████████▎| 43021/46302 [45:35:30<3:28:46,  3.82s/it]
 93%|█████████▎| 43022/46302 [45:35:34<3:28:47,  3.82s/it]
 93%|█████████▎| 43023/46302 [45:35:38<3:28:44,  3.82s/it]
 93%|█████████▎| 43024/46302 [45:35:42<3:28:41,  3.82s/it]
 93%|█████████▎| 43025/46302 [45:35:45<3:28:31,  3.82s/it]
 93%|█████████▎| 43026/46302 [45:35:49<3:28:30,  3.82s/it]
 93%|█████████▎| 43027/46302 [45:35:53<3:28:22,  3.82s/it]
 93%|█████████▎| 43028/46302 [45:35:57<3:28:23,  3.82s/it]
 93%|█████████▎| 43029/46302 [45:36:01<3:28:19,  3.82s/it]
 93%|█████████▎| 43030/46302 [45:36:05<3:28:13,  3.82s/it]
 93%|█████████▎| 43031/46302 [45:36:08<3:28:03,  3.82s/it]
 93%|█████████▎| 43032/46302 [45:36:12<3:28:01,  3.82s/it]
 93%|█████████▎| 43033/46302 [45:36:16<3:27:59,  3.82s/it]
 93%|█████████▎| 43034/46302 [45:36:20<3:28:00,  3.82s/it]
 93%|█████████▎| 43035/46302 [45:36:24<3:27:57,  3.82s/it]
 93%|█████████▎| 43036/46302 [45:36:27<3:27:56,  3.82s/it]
 93%|█████████▎| 43037/46302 [45:36:31<3:27:51,  3.82s/it]
 93%|█████████▎| 43038/46302 [45:36:35<3:27:46,  3.82s/it]
 93%|█████████▎| 43039/46302 [45:36:39<3:27:42,  3.82s/it]
 93%|█████████▎| 43040/46302 [45:36:43<3:27:37,  3.82s/it]
 93%|█████████▎| 43041/46302 [45:36:47<3:27:35,  3.82s/it]
 93%|█████████▎| 43042/46302 [45:36:50<3:27:33,  3.82s/it]
 93%|█████████▎| 43043/46302 [45:36:54<3:27:30,  3.82s/it]
 93%|█████████▎| 43044/46302 [45:36:58<3:27:26,  3.82s/it]
 93%|█████████▎| 43045/46302 [45:37:02<3:27:20,  3.82s/it]
 93%|█████████▎| 43046/46302 [45:37:06<3:27:17,  3.82s/it]
 93%|█████████▎| 43047/46302 [45:37:09<3:27:14,  3.82s/it]
 93%|█████████▎| 43048/46302 [45:37:13<3:27:08,  3.82s/it]
 93%|█████████▎| 43049/46302 [45:37:17<3:27:04,  3.82s/it]
 93%|█████████▎| 43050/46302 [45:37:21<3:27:01,  3.82s/it]
 93%|█████████▎| 43051/46302 [45:37:25<3:26:52,  3.82s/it]
 93%|█████████▎| 43052/46302 [45:37:29<3:26:51,  3.82s/it]
 93%|█████████▎| 43053/46302 [45:37:32<3:26:47,  3.82s/it]
 93%|█████████▎| 43054/46302 [45:37:36<3:26:44,  3.82s/it]
 93%|█████████▎| 43055/46302 [45:37:40<3:26:40,  3.82s/it]
 93%|█████████▎| 43056/46302 [45:37:44<3:26:35,  3.82s/it]
 93%|█████████▎| 43057/46302 [45:37:48<3:26:33,  3.82s/it]
 93%|█████████▎| 43058/46302 [45:37:52<3:26:31,  3.82s/it]
 93%|█████████▎| 43059/46302 [45:37:55<3:26:26,  3.82s/it]
 93%|█████████▎| 43060/46302 [45:37:59<3:26:26,  3.82s/it]
 93%|█████████▎| 43061/46302 [45:38:03<3:26:21,  3.82s/it]
 93%|█████████▎| 43062/46302 [45:38:07<3:26:17,  3.82s/it]
 93%|█████████▎| 43063/46302 [45:38:11<3:26:08,  3.82s/it]
 93%|█████████▎| 43064/46302 [45:38:14<3:26:08,  3.82s/it]
 93%|█████████▎| 43065/46302 [45:38:18<3:26:03,  3.82s/it]
 93%|█████████▎| 43066/46302 [45:38:22<3:25:59,  3.82s/it]
 93%|█████████▎| 43067/46302 [45:38:26<3:25:55,  3.82s/it]
 93%|█████████▎| 43068/46302 [45:38:30<3:25:54,  3.82s/it]
 93%|█████████▎| 43069/46302 [45:38:34<3:25:50,  3.82s/it]
 93%|█████████▎| 43070/46302 [45:38:37<3:25:43,  3.82s/it]
 93%|█████████▎| 43071/46302 [45:38:41<3:25:39,  3.82s/it]
 93%|█████████▎| 43072/46302 [45:38:45<3:25:37,  3.82s/it]
 93%|█████████▎| 43073/46302 [45:38:49<3:25:33,  3.82s/it]
 93%|█████████▎| 43074/46302 [45:38:53<3:25:29,  3.82s/it]
 93%|█████████▎| 43075/46302 [45:38:56<3:25:26,  3.82s/it]
 93%|█████████▎| 43076/46302 [45:39:00<3:25:21,  3.82s/it]
 93%|█████████▎| 43077/46302 [45:39:04<3:25:17,  3.82s/it]
 93%|█████████▎| 43078/46302 [45:39:08<3:25:15,  3.82s/it]
 93%|█████████▎| 43079/46302 [45:39:12<3:25:10,  3.82s/it]
 93%|█████████▎| 43080/46302 [45:39:16<3:25:10,  3.82s/it]
 93%|█████████▎| 43081/46302 [45:39:19<3:25:08,  3.82s/it]
 93%|█████████▎| 43082/46302 [45:39:23<3:25:02,  3.82s/it]
 93%|█████████▎| 43083/46302 [45:39:27<3:24:58,  3.82s/it]
 93%|█████████▎| 43084/46302 [45:39:31<3:24:56,  3.82s/it]
 93%|█████████▎| 43085/46302 [45:39:35<3:24:51,  3.82s/it]
 93%|█████████▎| 43086/46302 [45:39:38<3:24:46,  3.82s/it]
 93%|█████████▎| 43087/46302 [45:39:42<3:24:44,  3.82s/it]
 93%|█████████▎| 43088/46302 [45:39:46<3:24:39,  3.82s/it]
 93%|█████████▎| 43089/46302 [45:39:50<3:24:36,  3.82s/it]
 93%|█████████▎| 43090/46302 [45:39:54<3:24:32,  3.82s/it]
 93%|█████████▎| 43091/46302 [45:39:58<3:24:27,  3.82s/it]
 93%|█████████▎| 43092/46302 [45:40:01<3:24:25,  3.82s/it]
 93%|█████████▎| 43093/46302 [45:40:05<3:24:20,  3.82s/it]
 93%|█████████▎| 43094/46302 [45:40:09<3:24:15,  3.82s/it]
 93%|█████████▎| 43095/46302 [45:40:13<3:24:14,  3.82s/it]
 93%|█████████▎| 43096/46302 [45:40:17<3:24:08,  3.82s/it]
 93%|█████████▎| 43097/46302 [45:40:20<3:24:04,  3.82s/it]
 93%|█████████▎| 43098/46302 [45:40:24<3:23:59,  3.82s/it]
 93%|█████████▎| 43099/46302 [45:40:28<3:23:55,  3.82s/it]
 93%|█████████▎| 43100/46302 [45:40:32<3:23:54,  3.82s/it]
 93%|█████████▎| 43101/46302 [45:40:36<3:23:50,  3.82s/it]
 93%|█████████▎| 43102/46302 [45:40:40<3:23:46,  3.82s/it]
 93%|█████████▎| 43103/46302 [45:40:43<3:23:41,  3.82s/it]
 93%|█████████▎| 43104/46302 [45:40:47<3:23:38,  3.82s/it]
 93%|█████████▎| 43105/46302 [45:40:51<3:23:34,  3.82s/it]
 93%|█████████▎| 43106/46302 [45:40:55<3:23:33,  3.82s/it]
 93%|█████████▎| 43107/46302 [45:40:59<3:23:30,  3.82s/it]
 93%|█████████▎| 43108/46302 [45:41:03<3:23:26,  3.82s/it]
 93%|█████████▎| 43109/46302 [45:41:06<3:23:20,  3.82s/it]
 93%|█████████▎| 43110/46302 [45:41:10<3:23:18,  3.82s/it]
 93%|█████████▎| 43111/46302 [45:41:14<3:23:13,  3.82s/it]
 93%|█████████▎| 43112/46302 [45:41:18<3:23:10,  3.82s/it]
 93%|█████████▎| 43113/46302 [45:41:22<3:23:10,  3.82s/it]
 93%|█████████▎| 43114/46302 [45:41:25<3:23:04,  3.82s/it]
 93%|█████████▎| 43115/46302 [45:41:29<3:22:52,  3.82s/it]
 93%|█████████▎| 43116/46302 [45:41:33<3:22:44,  3.82s/it]
 93%|█████████▎| 43117/46302 [45:41:37<3:22:43,  3.82s/it]
 93%|█████████▎| 43118/46302 [45:41:41<3:22:41,  3.82s/it]
 93%|█████████▎| 43119/46302 [45:41:45<3:22:38,  3.82s/it]
 93%|█████████▎| 43120/46302 [45:41:48<3:22:34,  3.82s/it]
 93%|█████████▎| 43121/46302 [45:41:52<3:22:31,  3.82s/it]
 93%|█████████▎| 43122/46302 [45:41:56<3:22:27,  3.82s/it]
 93%|█████████▎| 43123/46302 [45:42:00<3:22:23,  3.82s/it]
 93%|█████████▎| 43124/46302 [45:42:04<3:22:17,  3.82s/it]
 93%|█████████▎| 43125/46302 [45:42:07<3:22:12,  3.82s/it]
 93%|█████████▎| 43126/46302 [45:42:11<3:22:11,  3.82s/it]
 93%|█████████▎| 43127/46302 [45:42:15<3:22:07,  3.82s/it]
 93%|█████████▎| 43128/46302 [45:42:19<3:22:03,  3.82s/it]
 93%|█████████▎| 43129/46302 [45:42:23<3:21:59,  3.82s/it]
 93%|█████████▎| 43130/46302 [45:42:27<3:21:56,  3.82s/it]
 93%|█████████▎| 43131/46302 [45:42:30<3:21:52,  3.82s/it]
 93%|█████████▎| 43132/46302 [45:42:34<3:21:47,  3.82s/it]
 93%|█████████▎| 43133/46302 [45:42:38<3:21:41,  3.82s/it]
 93%|█████████▎| 43134/46302 [45:42:42<3:21:41,  3.82s/it]
 93%|█████████▎| 43135/46302 [45:42:46<3:21:29,  3.82s/it]
 93%|█████████▎| 43136/46302 [45:42:49<3:21:10,  3.81s/it]
 93%|█████████▎| 43137/46302 [45:42:53<3:21:13,  3.81s/it]
 93%|█████████▎| 43138/46302 [45:42:57<3:21:13,  3.82s/it]
 93%|█████████▎| 43139/46302 [45:43:01<3:21:13,  3.82s/it]
 93%|█████████▎| 43140/46302 [45:43:05<3:21:11,  3.82s/it]
 93%|█████████▎| 43141/46302 [45:43:09<3:21:06,  3.82s/it]
 93%|█████████▎| 43142/46302 [45:43:12<3:21:04,  3.82s/it]
 93%|█████████▎| 43143/46302 [45:43:16<3:21:01,  3.82s/it]
 93%|█████████▎| 43144/46302 [45:43:20<3:20:49,  3.82s/it]
 93%|█████████▎| 43145/46302 [45:43:24<3:20:47,  3.82s/it]
 93%|█████████▎| 43146/46302 [45:43:28<3:20:44,  3.82s/it]
 93%|█████████▎| 43147/46302 [45:43:31<3:20:38,  3.82s/it]
 93%|█████████▎| 43148/46302 [45:43:35<3:20:30,  3.81s/it]
 93%|█████████▎| 43149/46302 [45:43:39<3:20:28,  3.81s/it]
 93%|█████████▎| 43150/46302 [45:43:43<3:20:24,  3.81s/it]
 93%|█████████▎| 43151/46302 [45:43:47<3:20:17,  3.81s/it]
 93%|█████████▎| 43152/46302 [45:43:51<3:20:18,  3.82s/it]
 93%|█████████▎| 43153/46302 [45:43:54<3:20:17,  3.82s/it]
 93%|█████████▎| 43154/46302 [45:43:58<3:20:17,  3.82s/it]
 93%|█████████▎| 43155/46302 [45:44:02<3:20:11,  3.82s/it]
 93%|█████████▎| 43156/46302 [45:44:06<3:20:07,  3.82s/it]
 93%|█████████▎| 43157/46302 [45:44:10<3:20:02,  3.82s/it]
 93%|█████████▎| 43158/46302 [45:44:13<3:20:05,  3.82s/it]
 93%|█████████▎| 43159/46302 [45:44:17<3:20:04,  3.82s/it]
 93%|█████████▎| 43160/46302 [45:44:21<3:19:59,  3.82s/it]
 93%|█████████▎| 43161/46302 [45:44:25<3:19:56,  3.82s/it]
 93%|█████████▎| 43162/46302 [45:44:29<3:19:51,  3.82s/it]
 93%|█████████▎| 43163/46302 [45:44:33<3:19:48,  3.82s/it]
 93%|█████████▎| 43164/46302 [45:44:36<3:19:46,  3.82s/it]
 93%|█████████▎| 43165/46302 [45:44:40<3:19:41,  3.82s/it]
 93%|█████████▎| 43166/46302 [45:44:44<3:19:40,  3.82s/it]
 93%|█████████▎| 43167/46302 [45:44:48<3:19:32,  3.82s/it]
 93%|█████████▎| 43168/46302 [45:44:52<3:19:28,  3.82s/it]
 93%|█████████▎| 43169/46302 [45:44:55<3:19:27,  3.82s/it]
 93%|█████████▎| 43170/46302 [45:44:59<3:19:23,  3.82s/it]
 93%|█████████▎| 43171/46302 [45:45:03<3:19:12,  3.82s/it]
 93%|█████████▎| 43172/46302 [45:45:07<3:19:04,  3.82s/it]
 93%|█████████▎| 43173/46302 [45:45:11<3:19:02,  3.82s/it]
 93%|█████████▎| 43174/46302 [45:45:15<3:19:00,  3.82s/it]
 93%|█████████▎| 43175/46302 [45:45:18<3:18:58,  3.82s/it]
 93%|█████████▎| 43176/46302 [45:45:22<3:18:54,  3.82s/it]
 93%|█████████▎| 43177/46302 [45:45:26<3:18:52,  3.82s/it]
 93%|█████████▎| 43178/46302 [45:45:30<3:18:48,  3.82s/it]
 93%|█████████▎| 43179/46302 [45:45:34<3:18:43,  3.82s/it]
 93%|█████████▎| 43180/46302 [45:45:37<3:18:41,  3.82s/it]
 93%|█████████▎| 43181/46302 [45:45:41<3:18:32,  3.82s/it]
 93%|█████████▎| 43182/46302 [45:45:45<3:18:31,  3.82s/it]
 93%|█████████▎| 43183/46302 [45:45:49<3:18:23,  3.82s/it]
 93%|█████████▎| 43184/46302 [45:45:53<3:18:18,  3.82s/it]
 93%|█████████▎| 43185/46302 [45:45:57<3:18:15,  3.82s/it]
 93%|█████████▎| 43186/46302 [45:46:00<3:18:13,  3.82s/it]
 93%|█████████▎| 43187/46302 [45:46:04<3:18:09,  3.82s/it]
 93%|█████████▎| 43188/46302 [45:46:08<3:18:08,  3.82s/it]
 93%|█████████▎| 43189/46302 [45:46:12<3:18:03,  3.82s/it]
 93%|█████████▎| 43190/46302 [45:46:16<3:18:00,  3.82s/it]
 93%|█████████▎| 43191/46302 [45:46:19<3:17:56,  3.82s/it]
 93%|█████████▎| 43192/46302 [45:46:23<3:17:54,  3.82s/it]
 93%|█████████▎| 43193/46302 [45:46:27<3:17:52,  3.82s/it]
 93%|█████████▎| 43194/46302 [45:46:31<3:17:47,  3.82s/it]
 93%|█████████▎| 43195/46302 [45:46:35<3:17:41,  3.82s/it]
 93%|█████████▎| 43196/46302 [45:46:39<3:17:39,  3.82s/it]
 93%|█████████▎| 43197/46302 [45:46:42<3:17:32,  3.82s/it]
 93%|█████████▎| 43198/46302 [45:46:46<3:17:30,  3.82s/it]
 93%|█████████▎| 43199/46302 [45:46:50<3:17:24,  3.82s/it]
 93%|█████████▎| 43200/46302 [45:46:54<3:17:24,  3.82s/it]
 93%|█████████▎| 43201/46302 [45:46:58<3:17:20,  3.82s/it]
 93%|█████████▎| 43202/46302 [45:47:01<3:17:15,  3.82s/it]
 93%|█████████▎| 43203/46302 [45:47:05<3:17:06,  3.82s/it]
 93%|█████████▎| 43204/46302 [45:47:09<3:17:05,  3.82s/it]
 93%|█████████▎| 43205/46302 [45:47:13<3:17:03,  3.82s/it]
 93%|█████████▎| 43206/46302 [45:47:17<3:17:00,  3.82s/it]
 93%|█████████▎| 43207/46302 [45:47:20<3:16:49,  3.82s/it]
 93%|█████████▎| 43208/46302 [45:47:24<3:16:47,  3.82s/it]
 93%|█████████▎| 43209/46302 [45:47:28<3:16:43,  3.82s/it]
 93%|█████████▎| 43210/46302 [45:47:32<3:16:41,  3.82s/it]
 93%|█████████▎| 43211/46302 [45:47:36<3:16:37,  3.82s/it]
 93%|█████████▎| 43212/46302 [45:47:40<3:16:36,  3.82s/it]
 93%|█████████▎| 43213/46302 [45:47:43<3:16:28,  3.82s/it]
 93%|█████████▎| 43214/46302 [45:47:47<3:16:21,  3.82s/it]
 93%|█████████▎| 43215/46302 [45:47:51<3:16:16,  3.81s/it]
 93%|█████████▎| 43216/46302 [45:47:55<3:16:15,  3.82s/it]
 93%|█████████▎| 43217/46302 [45:47:59<3:16:13,  3.82s/it]
 93%|█████████▎| 43218/46302 [45:48:02<3:16:06,  3.82s/it]
 93%|█████████▎| 43219/46302 [45:48:06<3:15:59,  3.81s/it]
 93%|█████████▎| 43220/46302 [45:48:10<3:15:56,  3.81s/it]
 93%|█████████▎| 43221/46302 [45:48:14<3:15:50,  3.81s/it]
 93%|█████████▎| 43222/46302 [45:48:18<3:15:47,  3.81s/it]
 93%|█████████▎| 43223/46302 [45:48:22<3:15:45,  3.81s/it]
 93%|█████████▎| 43224/46302 [45:48:25<3:15:45,  3.82s/it]
 93%|█████████▎| 43225/46302 [45:48:29<3:15:40,  3.82s/it]
 93%|█████████▎| 43226/46302 [45:48:33<3:15:40,  3.82s/it]
 93%|█████████▎| 43227/46302 [45:48:37<3:15:37,  3.82s/it]
 93%|█████████▎| 43228/46302 [45:48:41<3:15:35,  3.82s/it]
 93%|█████████▎| 43229/46302 [45:48:44<3:15:32,  3.82s/it]
 93%|█████████▎| 43230/46302 [45:48:48<3:15:29,  3.82s/it]
 93%|█████████▎| 43231/46302 [45:48:52<3:15:22,  3.82s/it]
 93%|█████████▎| 43232/46302 [45:48:56<3:15:19,  3.82s/it]
 93%|█████████▎| 43233/46302 [45:49:00<3:15:16,  3.82s/it]
 93%|█████████▎| 43234/46302 [45:49:04<3:15:14,  3.82s/it]
 93%|█████████▎| 43235/46302 [45:49:07<3:15:06,  3.82s/it]
 93%|█████████▎| 43236/46302 [45:49:11<3:15:05,  3.82s/it]
 93%|█████████▎| 43237/46302 [45:49:15<3:14:57,  3.82s/it]
 93%|█████████▎| 43238/46302 [45:49:19<3:14:50,  3.82s/it]
 93%|█████████▎| 43239/46302 [45:49:23<3:14:52,  3.82s/it]
 93%|█████████▎| 43240/46302 [45:49:26<3:14:45,  3.82s/it]
 93%|█████████▎| 43241/46302 [45:49:30<3:14:42,  3.82s/it]
 93%|█████████▎| 43242/46302 [45:49:34<3:14:41,  3.82s/it]
 93%|█████████▎| 43243/46302 [45:49:38<3:14:30,  3.82s/it]
 93%|█████████▎| 43244/46302 [45:49:42<3:14:31,  3.82s/it]
 93%|█████████▎| 43245/46302 [45:49:46<3:14:29,  3.82s/it]
 93%|█████████▎| 43246/46302 [45:49:49<3:14:25,  3.82s/it]
 93%|█████████▎| 43247/46302 [45:49:53<3:14:13,  3.81s/it]
 93%|█████████▎| 43248/46302 [45:49:57<3:14:13,  3.82s/it]
 93%|█████████▎| 43249/46302 [45:50:01<3:14:10,  3.82s/it]
 93%|█████████▎| 43250/46302 [45:50:05<3:14:10,  3.82s/it]
 93%|█████████▎| 43251/46302 [45:50:08<3:14:02,  3.82s/it]
 93%|█████████▎| 43252/46302 [45:50:12<3:13:59,  3.82s/it]
 93%|█████████▎| 43253/46302 [45:50:16<3:13:53,  3.82s/it]
 93%|█████████▎| 43254/46302 [45:50:20<3:13:50,  3.82s/it]
 93%|█████████▎| 43255/46302 [45:50:24<3:13:49,  3.82s/it]
 93%|█████████▎| 43256/46302 [45:50:27<3:13:44,  3.82s/it]
 93%|█████████▎| 43257/46302 [45:50:31<3:13:38,  3.82s/it]
 93%|█████████▎| 43258/46302 [45:50:35<3:13:36,  3.82s/it]
 93%|█████████▎| 43259/46302 [45:50:39<3:13:30,  3.82s/it]
 93%|█████████▎| 43260/46302 [45:50:43<3:13:30,  3.82s/it]
 93%|█████████▎| 43261/46302 [45:50:47<3:13:28,  3.82s/it]
 93%|█████████▎| 43262/46302 [45:50:50<3:13:26,  3.82s/it]
 93%|█████████▎| 43263/46302 [45:50:54<3:13:19,  3.82s/it]
 93%|█████████▎| 43264/46302 [45:50:58<3:13:13,  3.82s/it]
 93%|█████████▎| 43265/46302 [45:51:02<3:13:09,  3.82s/it]
 93%|█████████▎| 43266/46302 [45:51:06<3:13:06,  3.82s/it]
 93%|█████████▎| 43267/46302 [45:51:09<3:13:04,  3.82s/it]
 93%|█████████▎| 43268/46302 [45:51:13<3:13:00,  3.82s/it]
 93%|█████████▎| 43269/46302 [45:51:17<3:12:58,  3.82s/it]
 93%|█████████▎| 43270/46302 [45:51:21<3:12:55,  3.82s/it]
 93%|█████████▎| 43271/46302 [45:51:25<3:12:53,  3.82s/it]
 93%|█████████▎| 43272/46302 [45:51:29<3:12:45,  3.82s/it]
 93%|█████████▎| 43273/46302 [45:51:32<3:12:43,  3.82s/it]
 93%|█████████▎| 43274/46302 [45:51:36<3:12:39,  3.82s/it]
 93%|█████████▎| 43275/46302 [45:51:40<3:12:36,  3.82s/it]
 93%|█████████▎| 43276/46302 [45:51:44<3:12:31,  3.82s/it]
 93%|█████████▎| 43277/46302 [45:51:48<3:12:28,  3.82s/it]
 93%|█████████▎| 43278/46302 [45:51:51<3:12:24,  3.82s/it]
 93%|█████████▎| 43279/46302 [45:51:55<3:12:20,  3.82s/it]
 93%|█████████▎| 43280/46302 [45:51:59<3:12:17,  3.82s/it]
 93%|█████████▎| 43281/46302 [45:52:03<3:12:14,  3.82s/it]
 93%|█████████▎| 43282/46302 [45:52:07<3:12:08,  3.82s/it]
 93%|█████████▎| 43283/46302 [45:52:11<3:12:06,  3.82s/it]
 93%|█████████▎| 43284/46302 [45:52:14<3:12:05,  3.82s/it]
 93%|█████████▎| 43285/46302 [45:52:18<3:12:00,  3.82s/it]
 93%|█████████▎| 43286/46302 [45:52:22<3:11:57,  3.82s/it]
 93%|█████████▎| 43287/46302 [45:52:26<3:11:52,  3.82s/it]
 93%|█████████▎| 43288/46302 [45:52:30<3:11:49,  3.82s/it]
 93%|█████████▎| 43289/46302 [45:52:33<3:11:47,  3.82s/it]
 93%|█████████▎| 43290/46302 [45:52:37<3:11:44,  3.82s/it]
 93%|█████████▎| 43291/46302 [45:52:41<3:11:37,  3.82s/it]
 93%|█████████▎| 43292/46302 [45:52:45<3:11:32,  3.82s/it]
 94%|█████████▎| 43293/46302 [45:52:49<3:11:24,  3.82s/it]
 94%|█████████▎| 43294/46302 [45:52:53<3:11:24,  3.82s/it]
 94%|█████████▎| 43295/46302 [45:52:56<3:11:19,  3.82s/it]
 94%|█████████▎| 43296/46302 [45:53:00<3:11:17,  3.82s/it]
 94%|█████████▎| 43297/46302 [45:53:04<3:11:11,  3.82s/it]
 94%|█████████▎| 43298/46302 [45:53:08<3:11:06,  3.82s/it]
 94%|█████████▎| 43299/46302 [45:53:12<3:11:02,  3.82s/it]
 94%|█████████▎| 43300/46302 [45:53:15<3:11:01,  3.82s/it]
 94%|█████████▎| 43301/46302 [45:53:19<3:11:00,  3.82s/it]
 94%|█████████▎| 43302/46302 [45:53:23<3:10:58,  3.82s/it]
 94%|█████████▎| 43303/46302 [45:53:27<3:10:55,  3.82s/it]
 94%|█████████▎| 43304/46302 [45:53:31<3:10:51,  3.82s/it]
 94%|█████████▎| 43305/46302 [45:53:35<3:10:44,  3.82s/it]
 94%|█████████▎| 43306/46302 [45:53:38<3:10:39,  3.82s/it]
 94%|█████████▎| 43307/46302 [45:53:42<3:10:36,  3.82s/it]
 94%|█████████▎| 43308/46302 [45:53:46<3:10:35,  3.82s/it]
 94%|█████████▎| 43309/46302 [45:53:50<3:10:32,  3.82s/it]
 94%|█████████▎| 43310/46302 [45:53:54<3:10:28,  3.82s/it]
 94%|█████████▎| 43311/46302 [45:53:57<3:10:25,  3.82s/it]
 94%|█████████▎| 43312/46302 [45:54:01<3:10:22,  3.82s/it]
 94%|█████████▎| 43313/46302 [45:54:05<3:10:18,  3.82s/it]
 94%|█████████▎| 43314/46302 [45:54:09<3:10:16,  3.82s/it]
 94%|█████████▎| 43315/46302 [45:54:13<3:10:08,  3.82s/it]
 94%|█████████▎| 43316/46302 [45:54:17<3:10:06,  3.82s/it]
 94%|█████████▎| 43317/46302 [45:54:20<3:10:01,  3.82s/it]
 94%|█████████▎| 43318/46302 [45:54:24<3:09:58,  3.82s/it]
 94%|█████████▎| 43319/46302 [45:54:28<3:09:51,  3.82s/it]
 94%|█████████▎| 43320/46302 [45:54:32<3:09:46,  3.82s/it]
 94%|█████████▎| 43321/46302 [45:54:36<3:09:39,  3.82s/it]
 94%|█████████▎| 43322/46302 [45:54:39<3:09:35,  3.82s/it]
 94%|█████████▎| 43323/46302 [45:54:43<3:09:32,  3.82s/it]
 94%|█████████▎| 43324/46302 [45:54:47<3:09:29,  3.82s/it]
 94%|█████████▎| 43325/46302 [45:54:51<3:09:23,  3.82s/it]
 94%|█████████▎| 43326/46302 [45:54:55<3:09:18,  3.82s/it]
 94%|█████████▎| 43327/46302 [45:54:59<3:09:14,  3.82s/it]
 94%|█████████▎| 43328/46302 [45:55:02<3:09:11,  3.82s/it]
 94%|█████████▎| 43329/46302 [45:55:06<3:09:12,  3.82s/it]
 94%|█████████▎| 43330/46302 [45:55:10<3:09:09,  3.82s/it]
 94%|█████████▎| 43331/46302 [45:55:14<3:09:03,  3.82s/it]
 94%|█████████▎| 43332/46302 [45:55:18<3:08:57,  3.82s/it]
 94%|█████████▎| 43333/46302 [45:55:21<3:08:52,  3.82s/it]
 94%|█████████▎| 43334/46302 [45:55:25<3:08:53,  3.82s/it]
 94%|█████████▎| 43335/46302 [45:55:29<3:08:48,  3.82s/it]
 94%|█████████▎| 43336/46302 [45:55:33<3:08:46,  3.82s/it]
 94%|█████████▎| 43337/46302 [45:55:37<3:08:41,  3.82s/it]
 94%|█████████▎| 43338/46302 [45:55:41<3:08:40,  3.82s/it]
 94%|█████████▎| 43339/46302 [45:55:44<3:08:37,  3.82s/it]
 94%|█████████▎| 43340/46302 [45:55:48<3:08:32,  3.82s/it]
 94%|█████████▎| 43341/46302 [45:55:52<3:08:24,  3.82s/it]
 94%|█████████▎| 43342/46302 [45:55:56<3:08:17,  3.82s/it]
 94%|█████████▎| 43343/46302 [45:56:00<3:08:13,  3.82s/it]
 94%|█████████▎| 43344/46302 [45:56:03<3:08:12,  3.82s/it]
 94%|█████████▎| 43345/46302 [45:56:07<3:08:09,  3.82s/it]
 94%|█████████▎| 43346/46302 [45:56:11<3:08:01,  3.82s/it]
 94%|█████████▎| 43347/46302 [45:56:15<3:07:58,  3.82s/it]
 94%|█████████▎| 43348/46302 [45:56:19<3:07:58,  3.82s/it]
 94%|█████████▎| 43349/46302 [45:56:23<3:07:46,  3.82s/it]
 94%|█████████▎| 43350/46302 [45:56:26<3:07:44,  3.82s/it]
 94%|█████████▎| 43351/46302 [45:56:30<3:07:46,  3.82s/it]
 94%|█████████▎| 43352/46302 [45:56:34<3:07:46,  3.82s/it]
 94%|█████████▎| 43353/46302 [45:56:38<3:07:42,  3.82s/it]
 94%|█████████▎| 43354/46302 [45:56:42<3:07:24,  3.81s/it]
 94%|█████████▎| 43355/46302 [45:56:45<3:07:07,  3.81s/it]
 94%|█████████▎| 43356/46302 [45:56:49<3:06:58,  3.81s/it]
 94%|█████████▎| 43357/46302 [45:56:53<3:06:57,  3.81s/it]
 94%|█████████▎| 43358/46302 [45:56:57<3:07:00,  3.81s/it]
 94%|█████████▎| 43359/46302 [45:57:01<3:06:51,  3.81s/it]
 94%|█████████▎| 43360/46302 [45:57:04<3:06:40,  3.81s/it]
 94%|█████████▎| 43361/46302 [45:57:08<3:06:27,  3.80s/it]
 94%|█████████▎| 43362/46302 [45:57:12<3:06:25,  3.80s/it]
 94%|█████████▎| 43363/46302 [45:57:16<3:06:32,  3.81s/it]
 94%|█████████▎| 43364/46302 [45:57:20<3:06:33,  3.81s/it]
 94%|█████████▎| 43365/46302 [45:57:24<3:06:36,  3.81s/it]
 94%|█████████▎| 43366/46302 [45:57:27<3:06:37,  3.81s/it]
 94%|█████████▎| 43367/46302 [45:57:31<3:06:38,  3.82s/it]
 94%|█████████▎| 43368/46302 [45:57:35<3:06:32,  3.81s/it]
 94%|█████████▎| 43369/46302 [45:57:39<3:06:19,  3.81s/it]
 94%|█████████▎| 43370/46302 [45:57:43<3:06:16,  3.81s/it]
 94%|█████████▎| 43371/46302 [45:57:46<3:06:17,  3.81s/it]
 94%|█████████▎| 43372/46302 [45:57:50<3:06:14,  3.81s/it]
 94%|█████████▎| 43373/46302 [45:57:54<3:06:16,  3.82s/it]
 94%|█████████▎| 43374/46302 [45:57:58<3:06:04,  3.81s/it]
 94%|█████████▎| 43375/46302 [45:58:02<3:05:50,  3.81s/it]
 94%|█████████▎| 43376/46302 [45:58:05<3:05:48,  3.81s/it]
 94%|█████████▎| 43377/46302 [45:58:09<3:05:47,  3.81s/it]
 94%|█████████▎| 43378/46302 [45:58:13<3:05:46,  3.81s/it]
 94%|█████████▎| 43379/46302 [45:58:17<3:05:48,  3.81s/it]
 94%|█████████▎| 43380/46302 [45:58:21<3:05:44,  3.81s/it]
 94%|█████████▎| 43381/46302 [45:58:25<3:05:37,  3.81s/it]
 94%|█████████▎| 43382/46302 [45:58:28<3:05:30,  3.81s/it]
 94%|█████████▎| 43383/46302 [45:58:32<3:05:08,  3.81s/it]
 94%|█████████▎| 43384/46302 [45:58:36<3:05:08,  3.81s/it]
 94%|█████████▎| 43385/46302 [45:58:40<3:05:11,  3.81s/it]
 94%|█████████▎| 43386/46302 [45:58:44<3:05:11,  3.81s/it]
 94%|█████████▎| 43387/46302 [45:58:47<3:05:09,  3.81s/it]
 94%|█████████▎| 43388/46302 [45:58:51<3:05:08,  3.81s/it]
 94%|█████████▎| 43389/46302 [45:58:55<3:05:04,  3.81s/it]
 94%|█████████▎| 43390/46302 [45:58:59<3:04:59,  3.81s/it]
 94%|█████████▎| 43391/46302 [45:59:03<3:04:57,  3.81s/it]
 94%|█████████▎| 43392/46302 [45:59:06<3:04:54,  3.81s/it]
 94%|█████████▎| 43393/46302 [45:59:10<3:04:45,  3.81s/it]
 94%|█████████▎| 43394/46302 [45:59:14<3:04:44,  3.81s/it]
 94%|█████████▎| 43395/46302 [45:59:18<3:04:41,  3.81s/it]
 94%|█████████▎| 43396/46302 [45:59:22<3:04:39,  3.81s/it]
 94%|█████████▎| 43397/46302 [45:59:26<3:04:40,  3.81s/it]
 94%|█████████▎| 43398/46302 [45:59:29<3:04:39,  3.82s/it]
 94%|█████████▎| 43399/46302 [45:59:33<3:04:30,  3.81s/it]
 94%|█████████▎| 43400/46302 [45:59:37<3:04:25,  3.81s/it]
 94%|█████████▎| 43401/46302 [45:59:41<3:04:27,  3.81s/it]
 94%|█████████▎| 43402/46302 [45:59:45<3:04:26,  3.82s/it]
 94%|█████████▎| 43403/46302 [45:59:48<3:04:17,  3.81s/it]
 94%|█████████▎| 43404/46302 [45:59:52<3:04:18,  3.82s/it]
 94%|█████████▎| 43405/46302 [45:59:56<3:04:15,  3.82s/it]
 94%|█████████▎| 43406/46302 [46:00:00<3:04:12,  3.82s/it]
 94%|█████████▎| 43407/46302 [46:00:04<3:04:06,  3.82s/it]
 94%|█████████▎| 43408/46302 [46:00:07<3:03:57,  3.81s/it]
 94%|█████████▍| 43409/46302 [46:00:11<3:03:56,  3.81s/it]
 94%|█████████▍| 43410/46302 [46:00:15<3:03:53,  3.82s/it]
 94%|█████████▍| 43411/46302 [46:00:19<3:03:47,  3.81s/it]
 94%|█████████▍| 43412/46302 [46:00:23<3:03:43,  3.81s/it]
 94%|█████████▍| 43413/46302 [46:00:27<3:03:40,  3.81s/it]
 94%|█████████▍| 43414/46302 [46:00:30<3:03:41,  3.82s/it]
 94%|█████████▍| 43415/46302 [46:00:34<3:03:29,  3.81s/it]
 94%|█████████▍| 43416/46302 [46:00:38<3:03:22,  3.81s/it]
 94%|█████████▍| 43417/46302 [46:00:42<3:03:25,  3.81s/it]
 94%|█████████▍| 43418/46302 [46:00:46<3:03:30,  3.82s/it]
 94%|█████████▍| 43419/46302 [46:00:49<3:03:32,  3.82s/it]
 94%|█████████▍| 43420/46302 [46:00:53<3:03:30,  3.82s/it]
 94%|█████████▍| 43421/46302 [46:00:57<3:03:26,  3.82s/it]
 94%|█████████▍| 43422/46302 [46:01:01<3:03:24,  3.82s/it]
 94%|█████████▍| 43423/46302 [46:01:05<3:03:19,  3.82s/it]
 94%|█████████▍| 43424/46302 [46:01:09<3:03:14,  3.82s/it]
 94%|█████████▍| 43425/46302 [46:01:12<3:03:06,  3.82s/it]
 94%|█████████▍| 43426/46302 [46:01:16<3:02:59,  3.82s/it]
 94%|█████████▍| 43427/46302 [46:01:20<3:02:49,  3.82s/it]
 94%|█████████▍| 43428/46302 [46:01:24<3:02:38,  3.81s/it]
 94%|█████████▍| 43429/46302 [46:01:28<3:02:35,  3.81s/it]
 94%|█████████▍| 43430/46302 [46:01:31<3:02:33,  3.81s/it]
 94%|█████████▍| 43431/46302 [46:01:35<3:02:34,  3.82s/it]
 94%|█████████▍| 43432/46302 [46:01:39<3:02:34,  3.82s/it]
 94%|█████████▍| 43433/46302 [46:01:43<3:02:29,  3.82s/it]
 94%|█████████▍| 43434/46302 [46:01:47<3:02:22,  3.82s/it]
 94%|█████████▍| 43435/46302 [46:01:51<3:02:12,  3.81s/it]
 94%|█████████▍| 43436/46302 [46:01:54<3:02:08,  3.81s/it]
 94%|█████████▍| 43437/46302 [46:01:58<3:02:06,  3.81s/it]
 94%|█████████▍| 43438/46302 [46:02:02<3:02:01,  3.81s/it]
 94%|█████████▍| 43439/46302 [46:02:06<3:01:59,  3.81s/it]
 94%|█████████▍| 43440/46302 [46:02:10<3:01:55,  3.81s/it]
 94%|█████████▍| 43441/46302 [46:02:13<3:01:47,  3.81s/it]
 94%|█████████▍| 43442/46302 [46:02:17<3:01:41,  3.81s/it]
 94%|█████████▍| 43443/46302 [46:02:21<3:01:41,  3.81s/it]
 94%|█████████▍| 43444/46302 [46:02:25<3:01:40,  3.81s/it]
 94%|█████████▍| 43445/46302 [46:02:29<3:01:33,  3.81s/it]
 94%|█████████▍| 43446/46302 [46:02:32<3:01:34,  3.81s/it]
 94%|█████████▍| 43447/46302 [46:02:36<3:01:29,  3.81s/it]
 94%|█████████▍| 43448/46302 [46:02:40<3:01:26,  3.81s/it]
 94%|█████████▍| 43449/46302 [46:02:44<3:01:23,  3.81s/it]
 94%|█████████▍| 43450/46302 [46:02:48<3:01:10,  3.81s/it]
 94%|█████████▍| 43451/46302 [46:02:52<3:01:01,  3.81s/it]
 94%|█████████▍| 43452/46302 [46:02:55<3:01:00,  3.81s/it]
 94%|█████████▍| 43453/46302 [46:02:59<3:01:00,  3.81s/it]
 94%|█████████▍| 43454/46302 [46:03:03<3:00:55,  3.81s/it]
 94%|█████████▍| 43455/46302 [46:03:07<3:00:48,  3.81s/it]
 94%|█████████▍| 43456/46302 [46:03:11<3:00:50,  3.81s/it]
 94%|█████████▍| 43457/46302 [46:03:14<3:00:47,  3.81s/it]
 94%|█████████▍| 43458/46302 [46:03:18<3:00:49,  3.81s/it]
 94%|█████████▍| 43459/46302 [46:03:22<3:00:45,  3.81s/it]
 94%|█████████▍| 43460/46302 [46:03:26<3:00:45,  3.82s/it]
 94%|█████████▍| 43461/46302 [46:03:30<3:00:43,  3.82s/it]
 94%|█████████▍| 43462/46302 [46:03:34<3:00:38,  3.82s/it]
 94%|█████████▍| 43463/46302 [46:03:37<3:00:32,  3.82s/it]
 94%|█████████▍| 43464/46302 [46:03:41<3:00:26,  3.81s/it]
 94%|█████████▍| 43465/46302 [46:03:45<3:00:18,  3.81s/it]
 94%|█████████▍| 43466/46302 [46:03:49<3:00:13,  3.81s/it]
 94%|█████████▍| 43467/46302 [46:03:53<3:00:10,  3.81s/it]
 94%|█████████▍| 43468/46302 [46:03:56<3:00:08,  3.81s/it]
 94%|█████████▍| 43469/46302 [46:04:00<2:59:58,  3.81s/it]
 94%|█████████▍| 43470/46302 [46:04:04<2:59:57,  3.81s/it]
 94%|█████████▍| 43471/46302 [46:04:08<3:00:00,  3.82s/it]
 94%|█████████▍| 43472/46302 [46:04:12<2:59:55,  3.81s/it]
 94%|█████████▍| 43473/46302 [46:04:15<2:59:53,  3.82s/it]
 94%|█████████▍| 43474/46302 [46:04:19<2:59:51,  3.82s/it]
 94%|█████████▍| 43475/46302 [46:04:23<2:59:42,  3.81s/it]
 94%|█████████▍| 43476/46302 [46:04:27<2:59:39,  3.81s/it]
 94%|█████████▍| 43477/46302 [46:04:31<2:59:37,  3.81s/it]
 94%|█████████▍| 43478/46302 [46:04:35<2:59:35,  3.82s/it]
 94%|█████████▍| 43479/46302 [46:04:38<2:59:33,  3.82s/it]
 94%|█████████▍| 43480/46302 [46:04:42<2:59:30,  3.82s/it]
 94%|█████████▍| 43481/46302 [46:04:46<2:59:27,  3.82s/it]
 94%|█████████▍| 43482/46302 [46:04:50<2:59:24,  3.82s/it]
 94%|█████████▍| 43483/46302 [46:04:54<2:59:19,  3.82s/it]
 94%|█████████▍| 43484/46302 [46:04:57<2:59:12,  3.82s/it]
 94%|█████████▍| 43485/46302 [46:05:01<2:59:06,  3.82s/it]
 94%|█████████▍| 43486/46302 [46:05:05<2:59:01,  3.81s/it]
 94%|█████████▍| 43487/46302 [46:05:09<2:59:01,  3.82s/it]
 94%|█████████▍| 43488/46302 [46:05:13<2:58:52,  3.81s/it]
 94%|█████████▍| 43489/46302 [46:05:17<2:58:52,  3.82s/it]
 94%|█████████▍| 43490/46302 [46:05:20<2:58:53,  3.82s/it]
 94%|█████████▍| 43491/46302 [46:05:24<2:58:48,  3.82s/it]
 94%|█████████▍| 43492/46302 [46:05:28<2:58:41,  3.82s/it]
 94%|█████████▍| 43493/46302 [46:05:32<2:58:36,  3.81s/it]
 94%|█████████▍| 43494/46302 [46:05:36<2:58:36,  3.82s/it]
 94%|█████████▍| 43495/46302 [46:05:39<2:58:26,  3.81s/it]
 94%|█████████▍| 43496/46302 [46:05:43<2:58:27,  3.82s/it]
 94%|█████████▍| 43497/46302 [46:05:47<2:58:26,  3.82s/it]
 94%|█████████▍| 43498/46302 [46:05:51<2:58:26,  3.82s/it]
 94%|█████████▍| 43499/46302 [46:05:55<2:58:24,  3.82s/it]
 94%|█████████▍| 43500/46302 [46:05:58<2:58:22,  3.82s/it]
                                                          
{'loss': 3.0646, 'learning_rate': 0.0003092578694097391, 'epoch': 0.94}

 94%|█████████▍| 43500/46302 [46:05:59<2:58:22,  3.82s/it]
 94%|█████████▍| 43501/46302 [46:06:02<2:58:24,  3.82s/it]
 94%|█████████▍| 43502/46302 [46:06:06<2:58:20,  3.82s/it]
 94%|█████████▍| 43503/46302 [46:06:10<2:58:17,  3.82s/it]
 94%|█████████▍| 43504/46302 [46:06:14<2:58:12,  3.82s/it]
 94%|█████████▍| 43505/46302 [46:06:18<2:58:07,  3.82s/it]
 94%|█████████▍| 43506/46302 [46:06:21<2:58:04,  3.82s/it]
 94%|█████████▍| 43507/46302 [46:06:25<2:57:56,  3.82s/it]
 94%|█████████▍| 43508/46302 [46:06:29<2:57:54,  3.82s/it]
 94%|█████████▍| 43509/46302 [46:06:33<2:57:51,  3.82s/it]
 94%|█████████▍| 43510/46302 [46:06:37<2:57:48,  3.82s/it]
 94%|█████████▍| 43511/46302 [46:06:41<2:57:46,  3.82s/it]
 94%|█████████▍| 43512/46302 [46:06:44<2:57:37,  3.82s/it]
 94%|█████████▍| 43513/46302 [46:06:48<2:57:35,  3.82s/it]
 94%|█████████▍| 43514/46302 [46:06:52<2:57:31,  3.82s/it]
 94%|█████████▍| 43515/46302 [46:06:56<2:57:31,  3.82s/it]
 94%|█████████▍| 43516/46302 [46:07:00<2:57:28,  3.82s/it]
 94%|█████████▍| 43517/46302 [46:07:03<2:57:21,  3.82s/it]
 94%|█████████▍| 43518/46302 [46:07:07<2:57:15,  3.82s/it]
 94%|█████████▍| 43519/46302 [46:07:11<2:57:11,  3.82s/it]
 94%|█████████▍| 43520/46302 [46:07:15<2:57:06,  3.82s/it]
 94%|█████████▍| 43521/46302 [46:07:19<2:57:02,  3.82s/it]
 94%|█████████▍| 43522/46302 [46:07:23<2:56:51,  3.82s/it]
 94%|█████████▍| 43523/46302 [46:07:26<2:56:51,  3.82s/it]
 94%|█████████▍| 43524/46302 [46:07:30<2:56:48,  3.82s/it]
 94%|█████████▍| 43525/46302 [46:07:34<2:56:45,  3.82s/it]
 94%|█████████▍| 43526/46302 [46:07:38<2:56:39,  3.82s/it]
 94%|█████████▍| 43527/46302 [46:07:42<2:56:30,  3.82s/it]
 94%|█████████▍| 43528/46302 [46:07:45<2:56:29,  3.82s/it]
 94%|█████████▍| 43529/46302 [46:07:49<2:56:25,  3.82s/it]
 94%|█████████▍| 43530/46302 [46:07:53<2:56:20,  3.82s/it]
 94%|█████████▍| 43531/46302 [46:07:57<2:56:19,  3.82s/it]
 94%|█████████▍| 43532/46302 [46:08:01<2:56:14,  3.82s/it]
 94%|█████████▍| 43533/46302 [46:08:05<2:56:09,  3.82s/it]
 94%|█████████▍| 43534/46302 [46:08:08<2:56:05,  3.82s/it]
 94%|█████████▍| 43535/46302 [46:08:12<2:56:00,  3.82s/it]
 94%|█████████▍| 43536/46302 [46:08:16<2:55:58,  3.82s/it]
 94%|█████████▍| 43537/46302 [46:08:20<2:55:56,  3.82s/it]
 94%|█████████▍| 43538/46302 [46:08:24<2:55:52,  3.82s/it]
 94%|█████████▍| 43539/46302 [46:08:27<2:55:49,  3.82s/it]
 94%|█████████▍| 43540/46302 [46:08:31<2:55:44,  3.82s/it]
 94%|█████████▍| 43541/46302 [46:08:35<2:55:43,  3.82s/it]
 94%|█████████▍| 43542/46302 [46:08:39<2:55:38,  3.82s/it]
 94%|█████████▍| 43543/46302 [46:08:43<2:55:36,  3.82s/it]
 94%|█████████▍| 43544/46302 [46:08:47<2:55:28,  3.82s/it]
 94%|█████████▍| 43545/46302 [46:08:50<2:55:26,  3.82s/it]
 94%|█████████▍| 43546/46302 [46:08:54<2:55:22,  3.82s/it]
 94%|█████████▍| 43547/46302 [46:08:58<2:55:14,  3.82s/it]
 94%|█████████▍| 43548/46302 [46:09:02<2:55:10,  3.82s/it]
 94%|█████████▍| 43549/46302 [46:09:06<2:55:06,  3.82s/it]
 94%|█████████▍| 43550/46302 [46:09:09<2:55:02,  3.82s/it]
 94%|█████████▍| 43551/46302 [46:09:13<2:55:02,  3.82s/it]
 94%|█████████▍| 43552/46302 [46:09:17<2:54:57,  3.82s/it]
 94%|█████████▍| 43553/46302 [46:09:21<2:54:55,  3.82s/it]
 94%|█████████▍| 43554/46302 [46:09:25<2:54:50,  3.82s/it]
 94%|█████████▍| 43555/46302 [46:09:29<2:54:45,  3.82s/it]
 94%|█████████▍| 43556/46302 [46:09:32<2:54:41,  3.82s/it]
 94%|█████████▍| 43557/46302 [46:09:36<2:54:39,  3.82s/it]
 94%|█████████▍| 43558/46302 [46:09:40<2:54:33,  3.82s/it]
 94%|█████████▍| 43559/46302 [46:09:44<2:54:30,  3.82s/it]
 94%|█████████▍| 43560/46302 [46:09:48<2:54:30,  3.82s/it]
 94%|█████████▍| 43561/46302 [46:09:51<2:54:24,  3.82s/it]
 94%|█████████▍| 43562/46302 [46:09:55<2:54:18,  3.82s/it]
 94%|█████████▍| 43563/46302 [46:09:59<2:54:16,  3.82s/it]
 94%|█████████▍| 43564/46302 [46:10:03<2:54:12,  3.82s/it]
 94%|█████████▍| 43565/46302 [46:10:07<2:54:11,  3.82s/it]
 94%|█████████▍| 43566/46302 [46:10:11<2:54:07,  3.82s/it]
 94%|█████████▍| 43567/46302 [46:10:14<2:54:04,  3.82s/it]
 94%|█████████▍| 43568/46302 [46:10:18<2:54:01,  3.82s/it]
 94%|█████████▍| 43569/46302 [46:10:22<2:53:54,  3.82s/it]
 94%|█████████▍| 43570/46302 [46:10:26<2:53:51,  3.82s/it]
 94%|█████████▍| 43571/46302 [46:10:30<2:53:49,  3.82s/it]
 94%|█████████▍| 43572/46302 [46:10:33<2:53:41,  3.82s/it]
 94%|█████████▍| 43573/46302 [46:10:37<2:53:38,  3.82s/it]
 94%|█████████▍| 43574/46302 [46:10:41<2:53:35,  3.82s/it]
 94%|█████████▍| 43575/46302 [46:10:45<2:53:32,  3.82s/it]
 94%|█████████▍| 43576/46302 [46:10:49<2:53:25,  3.82s/it]
 94%|█████████▍| 43577/46302 [46:10:53<2:53:19,  3.82s/it]
 94%|█████████▍| 43578/46302 [46:10:56<2:53:14,  3.82s/it]
 94%|█████████▍| 43579/46302 [46:11:00<2:53:11,  3.82s/it]
 94%|█████████▍| 43580/46302 [46:11:04<2:53:10,  3.82s/it]
 94%|█████████▍| 43581/46302 [46:11:08<2:53:09,  3.82s/it]
 94%|█████████▍| 43582/46302 [46:11:12<2:53:04,  3.82s/it]
 94%|█████████▍| 43583/46302 [46:11:15<2:53:03,  3.82s/it]
 94%|█████████▍| 43584/46302 [46:11:19<2:53:01,  3.82s/it]
 94%|█████████▍| 43585/46302 [46:11:23<2:52:56,  3.82s/it]
 94%|█████████▍| 43586/46302 [46:11:27<2:52:51,  3.82s/it]
 94%|█████████▍| 43587/46302 [46:11:31<2:52:47,  3.82s/it]
 94%|█████████▍| 43588/46302 [46:11:35<2:52:46,  3.82s/it]
 94%|█████████▍| 43589/46302 [46:11:38<2:52:41,  3.82s/it]
 94%|█████████▍| 43590/46302 [46:11:42<2:52:40,  3.82s/it]
 94%|█████████▍| 43591/46302 [46:11:46<2:52:34,  3.82s/it]
 94%|█████████▍| 43592/46302 [46:11:50<2:52:27,  3.82s/it]
 94%|█████████▍| 43593/46302 [46:11:54<2:52:23,  3.82s/it]
 94%|█████████▍| 43594/46302 [46:11:57<2:52:17,  3.82s/it]
 94%|█████████▍| 43595/46302 [46:12:01<2:52:15,  3.82s/it]
 94%|█████████▍| 43596/46302 [46:12:05<2:52:09,  3.82s/it]
 94%|█████████▍| 43597/46302 [46:12:09<2:52:06,  3.82s/it]
 94%|█████████▍| 43598/46302 [46:12:13<2:52:01,  3.82s/it]
 94%|█████████▍| 43599/46302 [46:12:17<2:51:59,  3.82s/it]
 94%|█████████▍| 43600/46302 [46:12:20<2:51:51,  3.82s/it]
 94%|█████████▍| 43601/46302 [46:12:24<2:51:50,  3.82s/it]
 94%|█████████▍| 43602/46302 [46:12:28<2:51:44,  3.82s/it]
 94%|█████████▍| 43603/46302 [46:12:32<2:51:40,  3.82s/it]
 94%|█████████▍| 43604/46302 [46:12:36<2:51:35,  3.82s/it]
 94%|█████████▍| 43605/46302 [46:12:39<2:51:31,  3.82s/it]
 94%|█████████▍| 43606/46302 [46:12:43<2:51:28,  3.82s/it]
 94%|█████████▍| 43607/46302 [46:12:47<2:51:24,  3.82s/it]
 94%|█████████▍| 43608/46302 [46:12:51<2:51:24,  3.82s/it]
 94%|█████████▍| 43609/46302 [46:12:55<2:51:20,  3.82s/it]
 94%|█████████▍| 43610/46302 [46:12:59<2:51:17,  3.82s/it]
 94%|█████████▍| 43611/46302 [46:13:02<2:51:10,  3.82s/it]
 94%|█████████▍| 43612/46302 [46:13:06<2:51:07,  3.82s/it]
 94%|█████████▍| 43613/46302 [46:13:10<2:51:04,  3.82s/it]
 94%|█████████▍| 43614/46302 [46:13:14<2:51:02,  3.82s/it]
 94%|█████████▍| 43615/46302 [46:13:18<2:50:58,  3.82s/it]
 94%|█████████▍| 43616/46302 [46:13:21<2:50:54,  3.82s/it]
 94%|█████████▍| 43617/46302 [46:13:25<2:50:50,  3.82s/it]
 94%|█████████▍| 43618/46302 [46:13:29<2:50:44,  3.82s/it]
 94%|█████████▍| 43619/46302 [46:13:33<2:50:40,  3.82s/it]
 94%|█████████▍| 43620/46302 [46:13:37<2:50:35,  3.82s/it]
 94%|█████████▍| 43621/46302 [46:13:40<2:50:33,  3.82s/it]
 94%|█████████▍| 43622/46302 [46:13:44<2:50:28,  3.82s/it]
 94%|█████████▍| 43623/46302 [46:13:48<2:50:25,  3.82s/it]
 94%|█████████▍| 43624/46302 [46:13:52<2:50:22,  3.82s/it]
 94%|█████████▍| 43625/46302 [46:13:56<2:50:19,  3.82s/it]
 94%|█████████▍| 43626/46302 [46:14:00<2:50:15,  3.82s/it]
 94%|█████████▍| 43627/46302 [46:14:03<2:50:10,  3.82s/it]
 94%|█████████▍| 43628/46302 [46:14:07<2:50:04,  3.82s/it]
 94%|█████████▍| 43629/46302 [46:14:11<2:50:03,  3.82s/it]
 94%|█████████▍| 43630/46302 [46:14:15<2:49:58,  3.82s/it]
 94%|█████████▍| 43631/46302 [46:14:19<2:49:48,  3.81s/it]
 94%|█████████▍| 43632/46302 [46:14:22<2:49:46,  3.82s/it]
 94%|█████████▍| 43633/46302 [46:14:26<2:49:42,  3.82s/it]
 94%|█████████▍| 43634/46302 [46:14:30<2:49:35,  3.81s/it]
 94%|█████████▍| 43635/46302 [46:14:34<2:49:31,  3.81s/it]
 94%|█████████▍| 43636/46302 [46:14:38<2:49:29,  3.81s/it]
 94%|█████████▍| 43637/46302 [46:14:42<2:49:26,  3.81s/it]
 94%|█████████▍| 43638/46302 [46:14:45<2:49:18,  3.81s/it]
 94%|█████████▍| 43639/46302 [46:14:49<2:49:12,  3.81s/it]
 94%|█████████▍| 43640/46302 [46:14:53<2:49:09,  3.81s/it]
 94%|█████████▍| 43641/46302 [46:14:57<2:49:10,  3.81s/it]
 94%|█████████▍| 43642/46302 [46:15:01<2:49:04,  3.81s/it]
 94%|█████████▍| 43643/46302 [46:15:04<2:49:02,  3.81s/it]
 94%|█████████▍| 43644/46302 [46:15:08<2:48:59,  3.81s/it]
 94%|█████████▍| 43645/46302 [46:15:12<2:48:56,  3.82s/it]
 94%|█████████▍| 43646/46302 [46:15:16<2:48:55,  3.82s/it]
 94%|█████████▍| 43647/46302 [46:15:20<2:48:54,  3.82s/it]
 94%|█████████▍| 43648/46302 [46:15:24<2:48:49,  3.82s/it]
 94%|█████████▍| 43649/46302 [46:15:27<2:48:45,  3.82s/it]
 94%|█████████▍| 43650/46302 [46:15:31<2:48:40,  3.82s/it]
 94%|█████████▍| 43651/46302 [46:15:35<2:48:35,  3.82s/it]
 94%|█████████▍| 43652/46302 [46:15:39<2:48:31,  3.82s/it]
 94%|█████████▍| 43653/46302 [46:15:43<2:48:26,  3.82s/it]
 94%|█████████▍| 43654/46302 [46:15:46<2:48:24,  3.82s/it]
 94%|█████████▍| 43655/46302 [46:15:50<2:48:17,  3.81s/it]
 94%|█████████▍| 43656/46302 [46:15:54<2:48:14,  3.81s/it]
 94%|█████████▍| 43657/46302 [46:15:58<2:48:12,  3.82s/it]
 94%|█████████▍| 43658/46302 [46:16:02<2:48:04,  3.81s/it]
 94%|█████████▍| 43659/46302 [46:16:05<2:48:02,  3.81s/it]
 94%|█████████▍| 43660/46302 [46:16:09<2:47:55,  3.81s/it]
 94%|█████████▍| 43661/46302 [46:16:13<2:47:51,  3.81s/it]
 94%|█████████▍| 43662/46302 [46:16:17<2:47:52,  3.82s/it]
 94%|█████████▍| 43663/46302 [46:16:21<2:47:51,  3.82s/it]
 94%|█████████▍| 43664/46302 [46:16:25<2:47:48,  3.82s/it]
 94%|█████████▍| 43665/46302 [46:16:28<2:47:44,  3.82s/it]
 94%|█████████▍| 43666/46302 [46:16:32<2:47:41,  3.82s/it]
 94%|█████████▍| 43667/46302 [46:16:36<2:47:35,  3.82s/it]
 94%|█████████▍| 43668/46302 [46:16:40<2:47:31,  3.82s/it]
 94%|█████████▍| 43669/46302 [46:16:44<2:47:29,  3.82s/it]
 94%|█████████▍| 43670/46302 [46:16:47<2:47:24,  3.82s/it]
 94%|█████████▍| 43671/46302 [46:16:51<2:47:21,  3.82s/it]
 94%|█████████▍| 43672/46302 [46:16:55<2:47:16,  3.82s/it]
 94%|█████████▍| 43673/46302 [46:16:59<2:47:13,  3.82s/it]
 94%|█████████▍| 43674/46302 [46:17:03<2:47:03,  3.81s/it]
 94%|█████████▍| 43675/46302 [46:17:07<2:46:59,  3.81s/it]
 94%|█████████▍| 43676/46302 [46:17:10<2:46:56,  3.81s/it]
 94%|█████████▍| 43677/46302 [46:17:14<2:46:53,  3.81s/it]
 94%|█████████▍| 43678/46302 [46:17:18<2:46:46,  3.81s/it]
 94%|█████████▍| 43679/46302 [46:17:22<2:46:45,  3.81s/it]
 94%|█████████▍| 43680/46302 [46:17:26<2:46:40,  3.81s/it]
 94%|█████████▍| 43681/46302 [46:17:29<2:46:39,  3.82s/it]
 94%|█████████▍| 43682/46302 [46:17:33<2:46:36,  3.82s/it]
 94%|█████████▍| 43683/46302 [46:17:37<2:46:33,  3.82s/it]
 94%|█████████▍| 43684/46302 [46:17:41<2:46:31,  3.82s/it]
 94%|█████████▍| 43685/46302 [46:17:45<2:46:28,  3.82s/it]
 94%|█████████▍| 43686/46302 [46:17:48<2:46:24,  3.82s/it]
 94%|█████████▍| 43687/46302 [46:17:52<2:46:20,  3.82s/it]
 94%|█████████▍| 43688/46302 [46:17:56<2:46:16,  3.82s/it]
 94%|█████████▍| 43689/46302 [46:18:00<2:46:11,  3.82s/it]
 94%|█████████▍| 43690/46302 [46:18:04<2:46:05,  3.82s/it]
 94%|█████████▍| 43691/46302 [46:18:08<2:46:00,  3.81s/it]
 94%|█████████▍| 43692/46302 [46:18:11<2:45:54,  3.81s/it]
 94%|█████████▍| 43693/46302 [46:18:15<2:45:49,  3.81s/it]
 94%|█████████▍| 43694/46302 [46:18:19<2:45:47,  3.81s/it]
 94%|█████████▍| 43695/46302 [46:18:23<2:45:44,  3.81s/it]
 94%|█████████▍| 43696/46302 [46:18:27<2:45:37,  3.81s/it]
 94%|█████████▍| 43697/46302 [46:18:30<2:45:31,  3.81s/it]
 94%|█████████▍| 43698/46302 [46:18:34<2:45:27,  3.81s/it]
 94%|█████████▍| 43699/46302 [46:18:38<2:45:26,  3.81s/it]
 94%|█████████▍| 43700/46302 [46:18:42<2:45:23,  3.81s/it]
 94%|█████████▍| 43701/46302 [46:18:46<2:45:16,  3.81s/it]
 94%|█████████▍| 43702/46302 [46:18:50<2:45:14,  3.81s/it]
 94%|█████████▍| 43703/46302 [46:18:53<2:45:12,  3.81s/it]
 94%|█████████▍| 43704/46302 [46:18:57<2:45:11,  3.81s/it]
 94%|█████████▍| 43705/46302 [46:19:01<2:45:10,  3.82s/it]
 94%|█████████▍| 43706/46302 [46:19:05<2:45:04,  3.82s/it]
 94%|█████████▍| 43707/46302 [46:19:09<2:45:02,  3.82s/it]
 94%|█████████▍| 43708/46302 [46:19:12<2:44:57,  3.82s/it]
 94%|█████████▍| 43709/46302 [46:19:16<2:44:52,  3.81s/it]
 94%|█████████▍| 43710/46302 [46:19:20<2:44:47,  3.81s/it]
 94%|█████████▍| 43711/46302 [46:19:24<2:44:45,  3.82s/it]
 94%|█████████▍| 43712/46302 [46:19:28<2:44:41,  3.82s/it]
 94%|█████████▍| 43713/46302 [46:19:31<2:44:36,  3.81s/it]
 94%|█████████▍| 43714/46302 [46:19:35<2:44:33,  3.82s/it]
 94%|█████████▍| 43715/46302 [46:19:39<2:44:28,  3.81s/it]
 94%|█████████▍| 43716/46302 [46:19:43<2:44:19,  3.81s/it]
 94%|█████████▍| 43717/46302 [46:19:47<2:44:17,  3.81s/it]
 94%|█████████▍| 43718/46302 [46:19:51<2:44:15,  3.81s/it]
 94%|█████████▍| 43719/46302 [46:19:54<2:44:14,  3.82s/it]
 94%|█████████▍| 43720/46302 [46:19:58<2:44:06,  3.81s/it]
 94%|█████████▍| 43721/46302 [46:20:02<2:44:03,  3.81s/it]
 94%|█████████▍| 43722/46302 [46:20:06<2:44:00,  3.81s/it]
 94%|█████████▍| 43723/46302 [46:20:10<2:43:53,  3.81s/it]
 94%|█████████▍| 43724/46302 [46:20:13<2:43:51,  3.81s/it]
 94%|█████████▍| 43725/46302 [46:20:17<2:43:47,  3.81s/it]
 94%|█████████▍| 43726/46302 [46:20:21<2:43:42,  3.81s/it]
 94%|█████████▍| 43727/46302 [46:20:25<2:43:41,  3.81s/it]
 94%|█████████▍| 43728/46302 [46:20:29<2:43:35,  3.81s/it]
 94%|█████████▍| 43729/46302 [46:20:33<2:43:31,  3.81s/it]
 94%|█████████▍| 43730/46302 [46:20:36<2:43:26,  3.81s/it]
 94%|█████████▍| 43731/46302 [46:20:40<2:43:26,  3.81s/it]
 94%|█████████▍| 43732/46302 [46:20:44<2:43:24,  3.82s/it]
 94%|█████████▍| 43733/46302 [46:20:48<2:43:17,  3.81s/it]
 94%|█████████▍| 43734/46302 [46:20:52<2:43:11,  3.81s/it]
 94%|█████████▍| 43735/46302 [46:20:55<2:43:12,  3.81s/it]
 94%|█████████▍| 43736/46302 [46:20:59<2:43:07,  3.81s/it]
 94%|█████████▍| 43737/46302 [46:21:03<2:43:00,  3.81s/it]
 94%|█████████▍| 43738/46302 [46:21:07<2:42:58,  3.81s/it]
 94%|█████████▍| 43739/46302 [46:21:11<2:42:53,  3.81s/it]
 94%|█████████▍| 43740/46302 [46:21:14<2:42:47,  3.81s/it]
 94%|█████████▍| 43741/46302 [46:21:18<2:42:48,  3.81s/it]
 94%|█████████▍| 43742/46302 [46:21:22<2:42:41,  3.81s/it]
 94%|█████████▍| 43743/46302 [46:21:26<2:42:37,  3.81s/it]
 94%|█████████▍| 43744/46302 [46:21:30<2:42:34,  3.81s/it]
 94%|█████████▍| 43745/46302 [46:21:34<2:42:30,  3.81s/it]
 94%|█████████▍| 43746/46302 [46:21:37<2:42:29,  3.81s/it]
 94%|█████████▍| 43747/46302 [46:21:41<2:42:24,  3.81s/it]
 94%|█████████▍| 43748/46302 [46:21:45<2:42:22,  3.81s/it]
 94%|█████████▍| 43749/46302 [46:21:49<2:42:16,  3.81s/it]
 94%|█████████▍| 43750/46302 [46:21:53<2:42:11,  3.81s/it]
 94%|█████████▍| 43751/46302 [46:21:56<2:42:07,  3.81s/it]
 94%|█████████▍| 43752/46302 [46:22:00<2:42:07,  3.81s/it]
 94%|█████████▍| 43753/46302 [46:22:04<2:42:01,  3.81s/it]
 94%|█████████▍| 43754/46302 [46:22:08<2:42:00,  3.82s/it]
 94%|█████████▍| 43755/46302 [46:22:12<2:41:58,  3.82s/it]
 95%|█████████▍| 43756/46302 [46:22:15<2:41:55,  3.82s/it]
 95%|█████████▍| 43757/46302 [46:22:19<2:41:51,  3.82s/it]
 95%|█████████▍| 43758/46302 [46:22:23<2:41:45,  3.82s/it]
 95%|█████████▍| 43759/46302 [46:22:27<2:41:39,  3.81s/it]
 95%|█████████▍| 43760/46302 [46:22:31<2:41:37,  3.82s/it]
 95%|█████████▍| 43761/46302 [46:22:35<2:41:32,  3.81s/it]
 95%|█████████▍| 43762/46302 [46:22:38<2:41:28,  3.81s/it]
 95%|█████████▍| 43763/46302 [46:22:42<2:41:26,  3.82s/it]
 95%|█████████▍| 43764/46302 [46:22:46<2:41:21,  3.81s/it]
 95%|█████████▍| 43765/46302 [46:22:50<2:41:15,  3.81s/it]
 95%|█████████▍| 43766/46302 [46:22:54<2:41:11,  3.81s/it]
 95%|█████████▍| 43767/46302 [46:22:57<2:41:09,  3.81s/it]
 95%|█████████▍| 43768/46302 [46:23:01<2:41:08,  3.82s/it]
 95%|█████████▍| 43769/46302 [46:23:05<2:41:00,  3.81s/it]
 95%|█████████▍| 43770/46302 [46:23:09<2:40:58,  3.81s/it]
 95%|█████████▍| 43771/46302 [46:23:13<2:40:56,  3.82s/it]
 95%|█████████▍| 43772/46302 [46:23:17<2:40:52,  3.82s/it]
 95%|█████████▍| 43773/46302 [46:23:20<2:40:49,  3.82s/it]
 95%|█████████▍| 43774/46302 [46:23:24<2:40:43,  3.81s/it]
 95%|█████████▍| 43775/46302 [46:23:28<2:40:39,  3.81s/it]
 95%|█████████▍| 43776/46302 [46:23:32<2:40:38,  3.82s/it]
 95%|█████████▍| 43777/46302 [46:23:36<2:40:34,  3.82s/it]
 95%|█████████▍| 43778/46302 [46:23:39<2:40:29,  3.82s/it]
 95%|█████████▍| 43779/46302 [46:23:43<2:40:27,  3.82s/it]
 95%|█████████▍| 43780/46302 [46:23:47<2:40:24,  3.82s/it]
 95%|█████████▍| 43781/46302 [46:23:51<2:40:16,  3.81s/it]
 95%|█████████▍| 43782/46302 [46:23:55<2:40:09,  3.81s/it]
 95%|█████████▍| 43783/46302 [46:23:58<2:40:06,  3.81s/it]
 95%|█████████▍| 43784/46302 [46:24:02<2:40:02,  3.81s/it]
 95%|█████████▍| 43785/46302 [46:24:06<2:39:56,  3.81s/it]
 95%|█████████▍| 43786/46302 [46:24:10<2:39:55,  3.81s/it]
 95%|█████████▍| 43787/46302 [46:24:14<2:39:51,  3.81s/it]
 95%|█████████▍| 43788/46302 [46:24:18<2:39:45,  3.81s/it]
 95%|█████████▍| 43789/46302 [46:24:21<2:39:45,  3.81s/it]
 95%|█████████▍| 43790/46302 [46:24:25<2:39:39,  3.81s/it]
 95%|█████████▍| 43791/46302 [46:24:29<2:39:32,  3.81s/it]
 95%|█████████▍| 43792/46302 [46:24:33<2:39:29,  3.81s/it]
 95%|█████████▍| 43793/46302 [46:24:37<2:39:25,  3.81s/it]
 95%|█████████▍| 43794/46302 [46:24:40<2:39:22,  3.81s/it]
 95%|█████████▍| 43795/46302 [46:24:44<2:39:17,  3.81s/it]
 95%|█████████▍| 43796/46302 [46:24:48<2:39:13,  3.81s/it]
 95%|█████████▍| 43797/46302 [46:24:52<2:39:10,  3.81s/it]
 95%|█████████▍| 43798/46302 [46:24:56<2:39:08,  3.81s/it]
 95%|█████████▍| 43799/46302 [46:24:59<2:39:02,  3.81s/it]
 95%|█████████▍| 43800/46302 [46:25:03<2:38:59,  3.81s/it]
 95%|█████████▍| 43801/46302 [46:25:07<2:38:57,  3.81s/it]
 95%|█████████▍| 43802/46302 [46:25:11<2:38:52,  3.81s/it]
 95%|█████████▍| 43803/46302 [46:25:15<2:38:51,  3.81s/it]
 95%|█████████▍| 43804/46302 [46:25:19<2:38:44,  3.81s/it]
 95%|█████████▍| 43805/46302 [46:25:22<2:38:40,  3.81s/it]
 95%|█████████▍| 43806/46302 [46:25:26<2:38:37,  3.81s/it]
 95%|█████████▍| 43807/46302 [46:25:30<2:38:34,  3.81s/it]
 95%|█████████▍| 43808/46302 [46:25:34<2:38:34,  3.82s/it]
 95%|█████████▍| 43809/46302 [46:25:38<2:38:32,  3.82s/it]
 95%|█████████▍| 43810/46302 [46:25:41<2:38:29,  3.82s/it]
 95%|█████████▍| 43811/46302 [46:25:45<2:38:22,  3.81s/it]
 95%|█████████▍| 43812/46302 [46:25:49<2:38:17,  3.81s/it]
 95%|█████████▍| 43813/46302 [46:25:53<2:38:14,  3.81s/it]
 95%|█████████▍| 43814/46302 [46:25:57<2:38:11,  3.81s/it]
 95%|█████████▍| 43815/46302 [46:26:01<2:38:08,  3.82s/it]
 95%|█████████▍| 43816/46302 [46:26:04<2:38:05,  3.82s/it]
 95%|█████████▍| 43817/46302 [46:26:08<2:38:01,  3.82s/it]
 95%|█████████▍| 43818/46302 [46:26:12<2:37:56,  3.82s/it]
 95%|█████████▍| 43819/46302 [46:26:16<2:37:51,  3.81s/it]
 95%|█████████▍| 43820/46302 [46:26:20<2:37:50,  3.82s/it]
 95%|█████████▍| 43821/46302 [46:26:23<2:37:49,  3.82s/it]
 95%|█████████▍| 43822/46302 [46:26:27<2:37:47,  3.82s/it]
 95%|█████████▍| 43823/46302 [46:26:31<2:37:40,  3.82s/it]
 95%|█████████▍| 43824/46302 [46:26:35<2:37:33,  3.81s/it]
 95%|█████████▍| 43825/46302 [46:26:39<2:37:32,  3.82s/it]
 95%|█████████▍| 43826/46302 [46:26:42<2:37:26,  3.82s/it]
 95%|█████████▍| 43827/46302 [46:26:46<2:37:21,  3.81s/it]
 95%|█████████▍| 43828/46302 [46:26:50<2:37:17,  3.81s/it]
 95%|█████████▍| 43829/46302 [46:26:54<2:37:14,  3.82s/it]
 95%|█████████▍| 43830/46302 [46:26:58<2:37:09,  3.81s/it]
 95%|█████████▍| 43831/46302 [46:27:02<2:37:03,  3.81s/it]
 95%|█████████▍| 43832/46302 [46:27:05<2:36:58,  3.81s/it]
 95%|█████████▍| 43833/46302 [46:27:09<2:36:56,  3.81s/it]
 95%|█████████▍| 43834/46302 [46:27:13<2:36:54,  3.81s/it]
 95%|█████████▍| 43835/46302 [46:27:17<2:36:53,  3.82s/it]
 95%|█████████▍| 43836/46302 [46:27:21<2:36:48,  3.82s/it]
 95%|█████████▍| 43837/46302 [46:27:24<2:36:49,  3.82s/it]
 95%|█████████▍| 43838/46302 [46:27:28<2:36:42,  3.82s/it]
 95%|█████████▍| 43839/46302 [46:27:32<2:36:36,  3.82s/it]
 95%|█████████▍| 43840/46302 [46:27:36<2:36:31,  3.81s/it]
 95%|█████████▍| 43841/46302 [46:27:40<2:36:27,  3.81s/it]
 95%|█████████▍| 43842/46302 [46:27:44<2:36:26,  3.82s/it]
 95%|█████████▍| 43843/46302 [46:27:47<2:36:24,  3.82s/it]
 95%|█████████▍| 43844/46302 [46:27:51<2:36:21,  3.82s/it]
 95%|█████████▍| 43845/46302 [46:27:55<2:36:14,  3.82s/it]
 95%|█████████▍| 43846/46302 [46:27:59<2:36:10,  3.82s/it]
 95%|█████████▍| 43847/46302 [46:28:03<2:36:07,  3.82s/it]
 95%|█████████▍| 43848/46302 [46:28:06<2:36:01,  3.81s/it]
 95%|█████████▍| 43849/46302 [46:28:10<2:35:55,  3.81s/it]
 95%|█████████▍| 43850/46302 [46:28:14<2:35:54,  3.81s/it]
 95%|█████████▍| 43851/46302 [46:28:18<2:35:48,  3.81s/it]
 95%|█████████▍| 43852/46302 [46:28:22<2:35:46,  3.81s/it]
 95%|█████████▍| 43853/46302 [46:28:25<2:35:43,  3.82s/it]
 95%|█████████▍| 43854/46302 [46:28:29<2:35:38,  3.81s/it]
 95%|█████████▍| 43855/46302 [46:28:33<2:35:37,  3.82s/it]
 95%|█████████▍| 43856/46302 [46:28:37<2:35:32,  3.82s/it]
 95%|█████████▍| 43857/46302 [46:28:41<2:35:25,  3.81s/it]
 95%|█████████▍| 43858/46302 [46:28:45<2:35:24,  3.82s/it]
 95%|█████████▍| 43859/46302 [46:28:48<2:35:17,  3.81s/it]
 95%|█████████▍| 43860/46302 [46:28:52<2:35:16,  3.82s/it]
 95%|█████████▍| 43861/46302 [46:28:56<2:35:11,  3.81s/it]
 95%|█████████▍| 43862/46302 [46:29:00<2:35:06,  3.81s/it]
 95%|█████████▍| 43863/46302 [46:29:04<2:35:04,  3.81s/it]
 95%|█████████▍| 43864/46302 [46:29:07<2:35:02,  3.82s/it]
 95%|█████████▍| 43865/46302 [46:29:11<2:34:55,  3.81s/it]
 95%|█████████▍| 43866/46302 [46:29:15<2:34:53,  3.82s/it]
 95%|█████████▍| 43867/46302 [46:29:19<2:34:50,  3.82s/it]
 95%|█████████▍| 43868/46302 [46:29:23<2:34:44,  3.81s/it]
 95%|█████████▍| 43869/46302 [46:29:27<2:34:37,  3.81s/it]
 95%|█████████▍| 43870/46302 [46:29:30<2:34:30,  3.81s/it]
 95%|█████████▍| 43871/46302 [46:29:34<2:34:26,  3.81s/it]
 95%|█████████▍| 43872/46302 [46:29:38<2:34:20,  3.81s/it]
 95%|█████████▍| 43873/46302 [46:29:42<2:34:17,  3.81s/it]
 95%|█████████▍| 43874/46302 [46:29:46<2:34:16,  3.81s/it]
 95%|█████████▍| 43875/46302 [46:29:49<2:34:13,  3.81s/it]
 95%|█████████▍| 43876/46302 [46:29:53<2:34:10,  3.81s/it]
 95%|█████████▍| 43877/46302 [46:29:57<2:34:04,  3.81s/it]
 95%|█████████▍| 43878/46302 [46:30:01<2:34:02,  3.81s/it]
 95%|█████████▍| 43879/46302 [46:30:05<2:34:00,  3.81s/it]
 95%|█████████▍| 43880/46302 [46:30:08<2:33:54,  3.81s/it]
 95%|█████████▍| 43881/46302 [46:30:12<2:33:52,  3.81s/it]
 95%|█████████▍| 43882/46302 [46:30:16<2:33:47,  3.81s/it]
 95%|█████████▍| 43883/46302 [46:30:20<2:33:48,  3.81s/it]
 95%|█████████▍| 43884/46302 [46:30:24<2:33:46,  3.82s/it]
 95%|█████████▍| 43885/46302 [46:30:28<2:33:43,  3.82s/it]
 95%|█████████▍| 43886/46302 [46:30:31<2:33:41,  3.82s/it]
 95%|█████████▍| 43887/46302 [46:30:35<2:33:37,  3.82s/it]
 95%|█████████▍| 43888/46302 [46:30:39<2:33:33,  3.82s/it]
 95%|█████████▍| 43889/46302 [46:30:43<2:33:31,  3.82s/it]
 95%|█████████▍| 43890/46302 [46:30:47<2:33:28,  3.82s/it]
 95%|█████████▍| 43891/46302 [46:30:50<2:33:23,  3.82s/it]
 95%|█████████▍| 43892/46302 [46:30:54<2:33:17,  3.82s/it]
 95%|█████████▍| 43893/46302 [46:30:58<2:33:16,  3.82s/it]
 95%|█████████▍| 43894/46302 [46:31:02<2:33:10,  3.82s/it]
 95%|█████████▍| 43895/46302 [46:31:06<2:33:07,  3.82s/it]
 95%|█████████▍| 43896/46302 [46:31:10<2:33:06,  3.82s/it]
 95%|█████████▍| 43897/46302 [46:31:13<2:33:04,  3.82s/it]
 95%|█████████▍| 43898/46302 [46:31:17<2:32:59,  3.82s/it]
 95%|█████████▍| 43899/46302 [46:31:21<2:32:56,  3.82s/it]
 95%|█████████▍| 43900/46302 [46:31:25<2:32:54,  3.82s/it]
 95%|█████████▍| 43901/46302 [46:31:29<2:32:52,  3.82s/it]
 95%|█████████▍| 43902/46302 [46:31:32<2:32:45,  3.82s/it]
 95%|█████████▍| 43903/46302 [46:31:36<2:32:42,  3.82s/it]
 95%|█████████▍| 43904/46302 [46:31:40<2:32:38,  3.82s/it]
 95%|█████████▍| 43905/46302 [46:31:44<2:32:35,  3.82s/it]
 95%|█████████▍| 43906/46302 [46:31:48<2:32:31,  3.82s/it]
 95%|█████████▍| 43907/46302 [46:31:52<2:32:26,  3.82s/it]
 95%|█████████▍| 43908/46302 [46:31:55<2:32:17,  3.82s/it]
 95%|█████████▍| 43909/46302 [46:31:59<2:32:15,  3.82s/it]
 95%|█████████▍| 43910/46302 [46:32:03<2:32:11,  3.82s/it]
 95%|█████████▍| 43911/46302 [46:32:07<2:32:09,  3.82s/it]
 95%|█████████▍| 43912/46302 [46:32:11<2:32:08,  3.82s/it]
 95%|█████████▍| 43913/46302 [46:32:14<2:32:03,  3.82s/it]
 95%|█████████▍| 43914/46302 [46:32:18<2:32:01,  3.82s/it]
 95%|█████████▍| 43915/46302 [46:32:22<2:31:55,  3.82s/it]
 95%|█████████▍| 43916/46302 [46:32:26<2:31:53,  3.82s/it]
 95%|█████████▍| 43917/46302 [46:32:30<2:31:49,  3.82s/it]
 95%|█████████▍| 43918/46302 [46:32:34<2:31:42,  3.82s/it]
 95%|█████████▍| 43919/46302 [46:32:37<2:31:41,  3.82s/it]
 95%|█████████▍| 43920/46302 [46:32:41<2:31:37,  3.82s/it]
 95%|█████████▍| 43921/46302 [46:32:45<2:31:29,  3.82s/it]
 95%|█████████▍| 43922/46302 [46:32:49<2:31:27,  3.82s/it]
 95%|█████████▍| 43923/46302 [46:32:53<2:31:27,  3.82s/it]
 95%|█████████▍| 43924/46302 [46:32:56<2:31:24,  3.82s/it]
 95%|█████████▍| 43925/46302 [46:33:00<2:31:23,  3.82s/it]
 95%|█████████▍| 43926/46302 [46:33:04<2:31:16,  3.82s/it]
 95%|█████████▍| 43927/46302 [46:33:08<2:31:12,  3.82s/it]
 95%|█████████▍| 43928/46302 [46:33:12<2:31:08,  3.82s/it]
 95%|█████████▍| 43929/46302 [46:33:16<2:31:01,  3.82s/it]
 95%|█████████▍| 43930/46302 [46:33:19<2:30:59,  3.82s/it]
 95%|█████████▍| 43931/46302 [46:33:23<2:30:56,  3.82s/it]
 95%|█████████▍| 43932/46302 [46:33:27<2:30:49,  3.82s/it]
 95%|█████████▍| 43933/46302 [46:33:31<2:30:48,  3.82s/it]
 95%|█████████▍| 43934/46302 [46:33:35<2:30:46,  3.82s/it]
 95%|█████████▍| 43935/46302 [46:33:38<2:30:41,  3.82s/it]
 95%|█████████▍| 43936/46302 [46:33:42<2:30:36,  3.82s/it]
 95%|█████████▍| 43937/46302 [46:33:46<2:30:31,  3.82s/it]
 95%|█████████▍| 43938/46302 [46:33:50<2:30:24,  3.82s/it]
 95%|█████████▍| 43939/46302 [46:33:54<2:30:23,  3.82s/it]
 95%|█████████▍| 43940/46302 [46:33:58<2:30:17,  3.82s/it]
 95%|█████████▍| 43941/46302 [46:34:01<2:30:14,  3.82s/it]
 95%|█████████▍| 43942/46302 [46:34:05<2:30:08,  3.82s/it]
 95%|█████████▍| 43943/46302 [46:34:09<2:30:05,  3.82s/it]
 95%|█████████▍| 43944/46302 [46:34:13<2:30:00,  3.82s/it]
 95%|█████████▍| 43945/46302 [46:34:17<2:29:57,  3.82s/it]
 95%|█████████▍| 43946/46302 [46:34:20<2:29:54,  3.82s/it]
 95%|█████████▍| 43947/46302 [46:34:24<2:29:49,  3.82s/it]
 95%|█████████▍| 43948/46302 [46:34:28<2:29:45,  3.82s/it]
 95%|█████████▍| 43949/46302 [46:34:32<2:29:43,  3.82s/it]
 95%|█████████▍| 43950/46302 [46:34:36<2:29:40,  3.82s/it]
 95%|█████████▍| 43951/46302 [46:34:40<2:29:37,  3.82s/it]
 95%|█████████▍| 43952/46302 [46:34:43<2:29:30,  3.82s/it]
 95%|█████████▍| 43953/46302 [46:34:47<2:29:23,  3.82s/it]
 95%|█████████▍| 43954/46302 [46:34:51<2:29:11,  3.81s/it]
 95%|█████████▍| 43955/46302 [46:34:55<2:29:10,  3.81s/it]
 95%|█████████▍| 43956/46302 [46:34:59<2:29:09,  3.81s/it]
 95%|█████████▍| 43957/46302 [46:35:02<2:29:07,  3.82s/it]
 95%|█████████▍| 43958/46302 [46:35:06<2:29:03,  3.82s/it]
 95%|█████████▍| 43959/46302 [46:35:10<2:29:02,  3.82s/it]
 95%|█████████▍| 43960/46302 [46:35:14<2:28:57,  3.82s/it]
 95%|█████████▍| 43961/46302 [46:35:18<2:28:53,  3.82s/it]
 95%|█████████▍| 43962/46302 [46:35:22<2:28:54,  3.82s/it]
 95%|█████████▍| 43963/46302 [46:35:25<2:28:51,  3.82s/it]
 95%|█████████▍| 43964/46302 [46:35:29<2:28:39,  3.82s/it]
 95%|█████████▍| 43965/46302 [46:35:33<2:28:37,  3.82s/it]
 95%|█████████▍| 43966/46302 [46:35:37<2:28:36,  3.82s/it]
 95%|█████████▍| 43967/46302 [46:35:41<2:28:30,  3.82s/it]
 95%|█████████▍| 43968/46302 [46:35:44<2:28:26,  3.82s/it]
 95%|█████████▍| 43969/46302 [46:35:48<2:28:24,  3.82s/it]
 95%|█████████▍| 43970/46302 [46:35:52<2:28:21,  3.82s/it]
 95%|█████████▍| 43971/46302 [46:35:56<2:28:20,  3.82s/it]
 95%|█████████▍| 43972/46302 [46:36:00<2:28:16,  3.82s/it]
 95%|█████████▍| 43973/46302 [46:36:04<2:28:12,  3.82s/it]
 95%|█████████▍| 43974/46302 [46:36:07<2:28:10,  3.82s/it]
 95%|█████████▍| 43975/46302 [46:36:11<2:28:06,  3.82s/it]
 95%|█████████▍| 43976/46302 [46:36:15<2:28:03,  3.82s/it]
 95%|█████████▍| 43977/46302 [46:36:19<2:28:00,  3.82s/it]
 95%|█████████▍| 43978/46302 [46:36:23<2:27:55,  3.82s/it]
 95%|█████████▍| 43979/46302 [46:36:26<2:27:52,  3.82s/it]
 95%|█████████▍| 43980/46302 [46:36:30<2:27:46,  3.82s/it]
 95%|█████████▍| 43981/46302 [46:36:34<2:27:41,  3.82s/it]
 95%|█████████▍| 43982/46302 [46:36:38<2:27:37,  3.82s/it]
 95%|█████████▍| 43983/46302 [46:36:42<2:27:34,  3.82s/it]
 95%|█████████▍| 43984/46302 [46:36:46<2:27:29,  3.82s/it]
 95%|█████████▍| 43985/46302 [46:36:49<2:27:26,  3.82s/it]
 95%|█████████▍| 43986/46302 [46:36:53<2:27:24,  3.82s/it]
 95%|█████████▌| 43987/46302 [46:36:57<2:27:20,  3.82s/it]
 95%|█████████▌| 43988/46302 [46:37:01<2:27:15,  3.82s/it]
 95%|█████████▌| 43989/46302 [46:37:05<2:27:10,  3.82s/it]
 95%|█████████▌| 43990/46302 [46:37:08<2:27:02,  3.82s/it]
 95%|█████████▌| 43991/46302 [46:37:12<2:27:03,  3.82s/it]
 95%|█████████▌| 43992/46302 [46:37:16<2:27:00,  3.82s/it]
 95%|█████████▌| 43993/46302 [46:37:20<2:26:59,  3.82s/it]
 95%|█████████▌| 43994/46302 [46:37:24<2:26:56,  3.82s/it]
 95%|█████████▌| 43995/46302 [46:37:28<2:26:50,  3.82s/it]
 95%|█████████▌| 43996/46302 [46:37:31<2:26:45,  3.82s/it]
 95%|█████████▌| 43997/46302 [46:37:35<2:26:41,  3.82s/it]
 95%|█████████▌| 43998/46302 [46:37:39<2:26:38,  3.82s/it]
 95%|█████████▌| 43999/46302 [46:37:43<2:26:36,  3.82s/it]
 95%|█████████▌| 44000/46302 [46:37:47<2:26:33,  3.82s/it]
                                                          
{'loss': 3.0544, 'learning_rate': 0.00025407266787338305, 'epoch': 0.95}

 95%|█████████▌| 44000/46302 [46:37:47<2:26:33,  3.82s/it]
 95%|█████████▌| 44001/46302 [46:37:50<2:26:31,  3.82s/it]
 95%|█████████▌| 44002/46302 [46:37:54<2:26:28,  3.82s/it]
 95%|█████████▌| 44003/46302 [46:37:58<2:26:26,  3.82s/it]
 95%|█████████▌| 44004/46302 [46:38:02<2:26:20,  3.82s/it]
 95%|█████████▌| 44005/46302 [46:38:06<2:26:15,  3.82s/it]
 95%|█████████▌| 44006/46302 [46:38:10<2:26:10,  3.82s/it]
 95%|█████████▌| 44007/46302 [46:38:13<2:26:05,  3.82s/it]
 95%|█████████▌| 44008/46302 [46:38:17<2:26:02,  3.82s/it]
 95%|█████████▌| 44009/46302 [46:38:21<2:25:58,  3.82s/it]
 95%|█████████▌| 44010/46302 [46:38:25<2:25:54,  3.82s/it]
 95%|█████████▌| 44011/46302 [46:38:29<2:25:51,  3.82s/it]
 95%|█████████▌| 44012/46302 [46:38:32<2:25:47,  3.82s/it]
 95%|█████████▌| 44013/46302 [46:38:36<2:25:41,  3.82s/it]
 95%|█████████▌| 44014/46302 [46:38:40<2:25:34,  3.82s/it]
 95%|█████████▌| 44015/46302 [46:38:44<2:25:32,  3.82s/it]
 95%|█████████▌| 44016/46302 [46:38:48<2:25:28,  3.82s/it]
 95%|█████████▌| 44017/46302 [46:38:52<2:25:25,  3.82s/it]
 95%|█████████▌| 44018/46302 [46:38:55<2:25:23,  3.82s/it]
 95%|█████████▌| 44019/46302 [46:38:59<2:25:17,  3.82s/it]
 95%|█████████▌| 44020/46302 [46:39:03<2:25:14,  3.82s/it]
 95%|█████████▌| 44021/46302 [46:39:07<2:25:10,  3.82s/it]
 95%|█████████▌| 44022/46302 [46:39:11<2:25:08,  3.82s/it]
 95%|█████████▌| 44023/46302 [46:39:14<2:25:05,  3.82s/it]
 95%|█████████▌| 44024/46302 [46:39:18<2:24:59,  3.82s/it]
 95%|█████████▌| 44025/46302 [46:39:22<2:24:55,  3.82s/it]
 95%|█████████▌| 44026/46302 [46:39:26<2:24:51,  3.82s/it]
 95%|█████████▌| 44027/46302 [46:39:30<2:24:43,  3.82s/it]
 95%|█████████▌| 44028/46302 [46:39:34<2:24:40,  3.82s/it]
 95%|█████████▌| 44029/46302 [46:39:37<2:24:41,  3.82s/it]
 95%|█████████▌| 44030/46302 [46:39:41<2:24:38,  3.82s/it]
 95%|█████████▌| 44031/46302 [46:39:45<2:24:34,  3.82s/it]
 95%|█████████▌| 44032/46302 [46:39:49<2:24:30,  3.82s/it]
 95%|█████████▌| 44033/46302 [46:39:53<2:24:27,  3.82s/it]
 95%|█████████▌| 44034/46302 [46:39:56<2:24:21,  3.82s/it]
 95%|█████████▌| 44035/46302 [46:40:00<2:24:18,  3.82s/it]
 95%|█████████▌| 44036/46302 [46:40:04<2:24:12,  3.82s/it]
 95%|█████████▌| 44037/46302 [46:40:08<2:24:11,  3.82s/it]
 95%|█████████▌| 44038/46302 [46:40:12<2:24:05,  3.82s/it]
 95%|█████████▌| 44039/46302 [46:40:16<2:23:55,  3.82s/it]
 95%|█████████▌| 44040/46302 [46:40:19<2:23:50,  3.82s/it]
 95%|█████████▌| 44041/46302 [46:40:23<2:23:48,  3.82s/it]
 95%|█████████▌| 44042/46302 [46:40:27<2:23:43,  3.82s/it]
 95%|█████████▌| 44043/46302 [46:40:31<2:23:37,  3.81s/it]
 95%|█████████▌| 44044/46302 [46:40:35<2:23:33,  3.81s/it]
 95%|█████████▌| 44045/46302 [46:40:38<2:23:28,  3.81s/it]
 95%|█████████▌| 44046/46302 [46:40:42<2:23:26,  3.81s/it]
 95%|█████████▌| 44047/46302 [46:40:46<2:23:23,  3.82s/it]
 95%|█████████▌| 44048/46302 [46:40:50<2:23:20,  3.82s/it]
 95%|█████████▌| 44049/46302 [46:40:54<2:23:13,  3.81s/it]
 95%|█████████▌| 44050/46302 [46:40:58<2:23:09,  3.81s/it]
 95%|█████████▌| 44051/46302 [46:41:01<2:23:04,  3.81s/it]
 95%|█████████▌| 44052/46302 [46:41:05<2:23:02,  3.81s/it]
 95%|█████████▌| 44053/46302 [46:41:09<2:22:57,  3.81s/it]
 95%|█████████▌| 44054/46302 [46:41:13<2:22:53,  3.81s/it]
 95%|█████████▌| 44055/46302 [46:41:17<2:22:44,  3.81s/it]
 95%|█████████▌| 44056/46302 [46:41:20<2:22:41,  3.81s/it]
 95%|█████████▌| 44057/46302 [46:41:24<2:22:37,  3.81s/it]
 95%|█████████▌| 44058/46302 [46:41:28<2:22:35,  3.81s/it]
 95%|█████████▌| 44059/46302 [46:41:32<2:22:29,  3.81s/it]
 95%|█████████▌| 44060/46302 [46:41:36<2:22:25,  3.81s/it]
 95%|█████████▌| 44061/46302 [46:41:39<2:22:21,  3.81s/it]
 95%|█████████▌| 44062/46302 [46:41:43<2:22:19,  3.81s/it]
 95%|█████████▌| 44063/46302 [46:41:47<2:22:17,  3.81s/it]
 95%|█████████▌| 44064/46302 [46:41:51<2:22:15,  3.81s/it]
 95%|█████████▌| 44065/46302 [46:41:55<2:22:11,  3.81s/it]
 95%|█████████▌| 44066/46302 [46:41:59<2:22:09,  3.81s/it]
 95%|█████████▌| 44067/46302 [46:42:02<2:22:03,  3.81s/it]
 95%|█████████▌| 44068/46302 [46:42:06<2:21:59,  3.81s/it]
 95%|█████████▌| 44069/46302 [46:42:10<2:21:59,  3.82s/it]
 95%|█████████▌| 44070/46302 [46:42:14<2:21:59,  3.82s/it]
 95%|█████████▌| 44071/46302 [46:42:18<2:21:58,  3.82s/it]
 95%|█████████▌| 44072/46302 [46:42:21<2:21:55,  3.82s/it]
 95%|█████████▌| 44073/46302 [46:42:25<2:21:50,  3.82s/it]
 95%|█████████▌| 44074/46302 [46:42:29<2:21:47,  3.82s/it]
 95%|█████████▌| 44075/46302 [46:42:33<2:21:44,  3.82s/it]
 95%|█████████▌| 44076/46302 [46:42:37<2:21:40,  3.82s/it]
 95%|█████████▌| 44077/46302 [46:42:41<2:21:36,  3.82s/it]
 95%|█████████▌| 44078/46302 [46:42:44<2:21:32,  3.82s/it]
 95%|█████████▌| 44079/46302 [46:42:48<2:21:28,  3.82s/it]
 95%|█████████▌| 44080/46302 [46:42:52<2:21:25,  3.82s/it]
 95%|█████████▌| 44081/46302 [46:42:56<2:21:21,  3.82s/it]
 95%|█████████▌| 44082/46302 [46:43:00<2:21:16,  3.82s/it]
 95%|█████████▌| 44083/46302 [46:43:03<2:21:13,  3.82s/it]
 95%|█████████▌| 44084/46302 [46:43:07<2:21:08,  3.82s/it]
 95%|█████████▌| 44085/46302 [46:43:11<2:21:05,  3.82s/it]
 95%|█████████▌| 44086/46302 [46:43:15<2:21:01,  3.82s/it]
 95%|█████████▌| 44087/46302 [46:43:19<2:20:57,  3.82s/it]
 95%|█████████▌| 44088/46302 [46:43:23<2:20:53,  3.82s/it]
 95%|█████████▌| 44089/46302 [46:43:26<2:20:49,  3.82s/it]
 95%|█████████▌| 44090/46302 [46:43:30<2:20:44,  3.82s/it]
 95%|█████████▌| 44091/46302 [46:43:34<2:20:33,  3.81s/it]
 95%|█████████▌| 44092/46302 [46:43:38<2:20:26,  3.81s/it]
 95%|█████████▌| 44093/46302 [46:43:42<2:20:26,  3.81s/it]
 95%|█████████▌| 44094/46302 [46:43:45<2:20:20,  3.81s/it]
 95%|█████████▌| 44095/46302 [46:43:49<2:20:20,  3.82s/it]
 95%|█████████▌| 44096/46302 [46:43:53<2:20:18,  3.82s/it]
 95%|█████████▌| 44097/46302 [46:43:57<2:20:19,  3.82s/it]
 95%|█████████▌| 44098/46302 [46:44:01<2:20:16,  3.82s/it]
 95%|█████████▌| 44099/46302 [46:44:05<2:20:13,  3.82s/it]
 95%|█████████▌| 44100/46302 [46:44:08<2:20:08,  3.82s/it]
 95%|█████████▌| 44101/46302 [46:44:12<2:20:04,  3.82s/it]
 95%|█████████▌| 44102/46302 [46:44:16<2:20:03,  3.82s/it]
 95%|█████████▌| 44103/46302 [46:44:20<2:19:59,  3.82s/it]
 95%|█████████▌| 44104/46302 [46:44:24<2:19:55,  3.82s/it]
 95%|█████████▌| 44105/46302 [46:44:27<2:19:52,  3.82s/it]
 95%|█████████▌| 44106/46302 [46:44:31<2:19:48,  3.82s/it]
 95%|█████████▌| 44107/46302 [46:44:35<2:19:45,  3.82s/it]
 95%|█████████▌| 44108/46302 [46:44:39<2:19:41,  3.82s/it]
 95%|█████████▌| 44109/46302 [46:44:43<2:19:35,  3.82s/it]
 95%|█████████▌| 44110/46302 [46:44:47<2:19:32,  3.82s/it]
 95%|█████████▌| 44111/46302 [46:44:50<2:19:19,  3.82s/it]
 95%|█████████▌| 44112/46302 [46:44:54<2:19:22,  3.82s/it]
 95%|█████████▌| 44113/46302 [46:44:58<2:19:20,  3.82s/it]
 95%|█████████▌| 44114/46302 [46:45:02<2:19:14,  3.82s/it]
 95%|█████████▌| 44115/46302 [46:45:06<2:19:09,  3.82s/it]
 95%|█████████▌| 44116/46302 [46:45:09<2:19:07,  3.82s/it]
 95%|█████████▌| 44117/46302 [46:45:13<2:19:03,  3.82s/it]
 95%|█████████▌| 44118/46302 [46:45:17<2:18:59,  3.82s/it]
 95%|█████████▌| 44119/46302 [46:45:21<2:18:57,  3.82s/it]
 95%|█████████▌| 44120/46302 [46:45:25<2:18:53,  3.82s/it]
 95%|█████████▌| 44121/46302 [46:45:29<2:18:49,  3.82s/it]
 95%|█████████▌| 44122/46302 [46:45:32<2:18:47,  3.82s/it]
 95%|█████████▌| 44123/46302 [46:45:36<2:18:44,  3.82s/it]
 95%|█████████▌| 44124/46302 [46:45:40<2:18:39,  3.82s/it]
 95%|█████████▌| 44125/46302 [46:45:44<2:18:35,  3.82s/it]
 95%|█████████▌| 44126/46302 [46:45:48<2:18:32,  3.82s/it]
 95%|█████████▌| 44127/46302 [46:45:51<2:18:26,  3.82s/it]
 95%|█████████▌| 44128/46302 [46:45:55<2:18:20,  3.82s/it]
 95%|█████████▌| 44129/46302 [46:45:59<2:18:18,  3.82s/it]
 95%|█████████▌| 44130/46302 [46:46:03<2:18:13,  3.82s/it]
 95%|█████████▌| 44131/46302 [46:46:07<2:18:09,  3.82s/it]
 95%|█████████▌| 44132/46302 [46:46:11<2:18:07,  3.82s/it]
 95%|█████████▌| 44133/46302 [46:46:14<2:18:03,  3.82s/it]
 95%|█████████▌| 44134/46302 [46:46:18<2:17:59,  3.82s/it]
 95%|█████████▌| 44135/46302 [46:46:22<2:17:55,  3.82s/it]
 95%|█████████▌| 44136/46302 [46:46:26<2:17:51,  3.82s/it]
 95%|█████████▌| 44137/46302 [46:46:30<2:17:47,  3.82s/it]
 95%|█████████▌| 44138/46302 [46:46:33<2:17:45,  3.82s/it]
 95%|█████████▌| 44139/46302 [46:46:37<2:17:41,  3.82s/it]
 95%|█████████▌| 44140/46302 [46:46:41<2:17:37,  3.82s/it]
 95%|█████████▌| 44141/46302 [46:46:45<2:17:30,  3.82s/it]
 95%|█████████▌| 44142/46302 [46:46:49<2:17:29,  3.82s/it]
 95%|█████████▌| 44143/46302 [46:46:53<2:17:22,  3.82s/it]
 95%|█████████▌| 44144/46302 [46:46:56<2:17:20,  3.82s/it]
 95%|█████████▌| 44145/46302 [46:47:00<2:17:17,  3.82s/it]
 95%|█████████▌| 44146/46302 [46:47:04<2:17:15,  3.82s/it]
 95%|█████████▌| 44147/46302 [46:47:08<2:17:12,  3.82s/it]
 95%|█████████▌| 44148/46302 [46:47:12<2:17:09,  3.82s/it]
 95%|█████████▌| 44149/46302 [46:47:15<2:17:03,  3.82s/it]
 95%|█████████▌| 44150/46302 [46:47:19<2:16:58,  3.82s/it]
 95%|█████████▌| 44151/46302 [46:47:23<2:16:58,  3.82s/it]
 95%|█████████▌| 44152/46302 [46:47:27<2:16:54,  3.82s/it]
 95%|█████████▌| 44153/46302 [46:47:31<2:16:52,  3.82s/it]
 95%|█████████▌| 44154/46302 [46:47:35<2:16:48,  3.82s/it]
 95%|█████████▌| 44155/46302 [46:47:38<2:16:44,  3.82s/it]
 95%|█████████▌| 44156/46302 [46:47:42<2:16:40,  3.82s/it]
 95%|█████████▌| 44157/46302 [46:47:46<2:16:34,  3.82s/it]
 95%|█████████▌| 44158/46302 [46:47:50<2:16:29,  3.82s/it]
 95%|█████████▌| 44159/46302 [46:47:54<2:16:24,  3.82s/it]
 95%|█████████▌| 44160/46302 [46:47:58<2:16:20,  3.82s/it]
 95%|█████████▌| 44161/46302 [46:48:01<2:16:14,  3.82s/it]
 95%|█████████▌| 44162/46302 [46:48:05<2:16:11,  3.82s/it]
 95%|█████████▌| 44163/46302 [46:48:09<2:16:08,  3.82s/it]
 95%|█████████▌| 44164/46302 [46:48:13<2:16:05,  3.82s/it]
 95%|█████████▌| 44165/46302 [46:48:17<2:16:02,  3.82s/it]
 95%|█████████▌| 44166/46302 [46:48:20<2:15:56,  3.82s/it]
 95%|█████████▌| 44167/46302 [46:48:24<2:15:50,  3.82s/it]
 95%|█████████▌| 44168/46302 [46:48:28<2:15:48,  3.82s/it]
 95%|█████████▌| 44169/46302 [46:48:32<2:15:42,  3.82s/it]
 95%|█████████▌| 44170/46302 [46:48:36<2:15:37,  3.82s/it]
 95%|█████████▌| 44171/46302 [46:48:40<2:15:31,  3.82s/it]
 95%|█████████▌| 44172/46302 [46:48:43<2:15:28,  3.82s/it]
 95%|█████████▌| 44173/46302 [46:48:47<2:15:23,  3.82s/it]
 95%|█████████▌| 44174/46302 [46:48:51<2:15:23,  3.82s/it]
 95%|█████████▌| 44175/46302 [46:48:55<2:15:19,  3.82s/it]
 95%|█████████▌| 44176/46302 [46:48:59<2:15:16,  3.82s/it]
 95%|█████████▌| 44177/46302 [46:49:02<2:15:12,  3.82s/it]
 95%|█████████▌| 44178/46302 [46:49:06<2:15:10,  3.82s/it]
 95%|█████████▌| 44179/46302 [46:49:10<2:15:06,  3.82s/it]
 95%|█████████▌| 44180/46302 [46:49:14<2:15:03,  3.82s/it]
 95%|█████████▌| 44181/46302 [46:49:18<2:14:58,  3.82s/it]
 95%|█████████▌| 44182/46302 [46:49:22<2:14:56,  3.82s/it]
 95%|█████████▌| 44183/46302 [46:49:25<2:14:52,  3.82s/it]
 95%|█████████▌| 44184/46302 [46:49:29<2:14:48,  3.82s/it]
 95%|█████████▌| 44185/46302 [46:49:33<2:14:45,  3.82s/it]
 95%|█████████▌| 44186/46302 [46:49:37<2:14:44,  3.82s/it]
 95%|█████████▌| 44187/46302 [46:49:41<2:14:39,  3.82s/it]
 95%|█████████▌| 44188/46302 [46:49:44<2:14:34,  3.82s/it]
 95%|█████████▌| 44189/46302 [46:49:48<2:14:29,  3.82s/it]
 95%|█████████▌| 44190/46302 [46:49:52<2:14:28,  3.82s/it]
 95%|█████████▌| 44191/46302 [46:49:56<2:14:22,  3.82s/it]
 95%|█████████▌| 44192/46302 [46:50:00<2:14:20,  3.82s/it]
 95%|█████████▌| 44193/46302 [46:50:04<2:14:13,  3.82s/it]
 95%|█████████▌| 44194/46302 [46:50:07<2:14:09,  3.82s/it]
 95%|█████████▌| 44195/46302 [46:50:11<2:14:06,  3.82s/it]
 95%|█████████▌| 44196/46302 [46:50:15<2:14:05,  3.82s/it]
 95%|█████████▌| 44197/46302 [46:50:19<2:14:01,  3.82s/it]
 95%|█████████▌| 44198/46302 [46:50:23<2:13:57,  3.82s/it]
 95%|█████████▌| 44199/46302 [46:50:26<2:13:52,  3.82s/it]
 95%|█████████▌| 44200/46302 [46:50:30<2:13:47,  3.82s/it]
 95%|█████████▌| 44201/46302 [46:50:34<2:13:42,  3.82s/it]
 95%|█████████▌| 44202/46302 [46:50:38<2:13:37,  3.82s/it]
 95%|█████████▌| 44203/46302 [46:50:42<2:13:32,  3.82s/it]
 95%|█████████▌| 44204/46302 [46:50:46<2:13:28,  3.82s/it]
 95%|█████████▌| 44205/46302 [46:50:49<2:13:26,  3.82s/it]
 95%|█████████▌| 44206/46302 [46:50:53<2:13:22,  3.82s/it]
 95%|█████████▌| 44207/46302 [46:50:57<2:13:18,  3.82s/it]
 95%|█████████▌| 44208/46302 [46:51:01<2:13:16,  3.82s/it]
 95%|█████████▌| 44209/46302 [46:51:05<2:13:13,  3.82s/it]
 95%|█████████▌| 44210/46302 [46:51:08<2:13:10,  3.82s/it]
 95%|█████████▌| 44211/46302 [46:51:12<2:13:05,  3.82s/it]
 95%|█████████▌| 44212/46302 [46:51:16<2:13:01,  3.82s/it]
 95%|█████████▌| 44213/46302 [46:51:20<2:12:58,  3.82s/it]
 95%|█████████▌| 44214/46302 [46:51:24<2:12:54,  3.82s/it]
 95%|█████████▌| 44215/46302 [46:51:28<2:12:47,  3.82s/it]
 95%|█████████▌| 44216/46302 [46:51:31<2:12:40,  3.82s/it]
 95%|█████████▌| 44217/46302 [46:51:35<2:12:36,  3.82s/it]
 95%|█████████▌| 44218/46302 [46:51:39<2:12:34,  3.82s/it]
 96%|█████████▌| 44219/46302 [46:51:43<2:12:31,  3.82s/it]
 96%|█████████▌| 44220/46302 [46:51:47<2:12:27,  3.82s/it]
 96%|█████████▌| 44221/46302 [46:51:50<2:12:24,  3.82s/it]
 96%|█████████▌| 44222/46302 [46:51:54<2:12:22,  3.82s/it]
 96%|█████████▌| 44223/46302 [46:51:58<2:12:16,  3.82s/it]
 96%|█████████▌| 44224/46302 [46:52:02<2:12:12,  3.82s/it]
 96%|█████████▌| 44225/46302 [46:52:06<2:12:10,  3.82s/it]
 96%|█████████▌| 44226/46302 [46:52:10<2:12:08,  3.82s/it]
 96%|█████████▌| 44227/46302 [46:52:13<2:12:00,  3.82s/it]
 96%|█████████▌| 44228/46302 [46:52:17<2:11:59,  3.82s/it]
 96%|█████████▌| 44229/46302 [46:52:21<2:11:56,  3.82s/it]
 96%|█████████▌| 44230/46302 [46:52:25<2:11:51,  3.82s/it]
 96%|█████████▌| 44231/46302 [46:52:29<2:11:47,  3.82s/it]
 96%|█████████▌| 44232/46302 [46:52:32<2:11:42,  3.82s/it]
 96%|█████████▌| 44233/46302 [46:52:36<2:11:36,  3.82s/it]
 96%|█████████▌| 44234/46302 [46:52:40<2:11:32,  3.82s/it]
 96%|█████████▌| 44235/46302 [46:52:44<2:11:30,  3.82s/it]
 96%|█████████▌| 44236/46302 [46:52:48<2:11:27,  3.82s/it]
 96%|█████████▌| 44237/46302 [46:52:52<2:11:24,  3.82s/it]
 96%|█████████▌| 44238/46302 [46:52:55<2:11:18,  3.82s/it]
 96%|█████████▌| 44239/46302 [46:52:59<2:11:14,  3.82s/it]
 96%|█████████▌| 44240/46302 [46:53:03<2:11:11,  3.82s/it]
 96%|█████████▌| 44241/46302 [46:53:07<2:11:09,  3.82s/it]
 96%|█████████▌| 44242/46302 [46:53:11<2:11:06,  3.82s/it]
 96%|█████████▌| 44243/46302 [46:53:14<2:11:03,  3.82s/it]
 96%|█████████▌| 44244/46302 [46:53:18<2:11:02,  3.82s/it]
 96%|█████████▌| 44245/46302 [46:53:22<2:10:57,  3.82s/it]
 96%|█████████▌| 44246/46302 [46:53:26<2:10:52,  3.82s/it]
 96%|█████████▌| 44247/46302 [46:53:30<2:10:47,  3.82s/it]
 96%|█████████▌| 44248/46302 [46:53:34<2:10:44,  3.82s/it]
 96%|█████████▌| 44249/46302 [46:53:37<2:10:41,  3.82s/it]
 96%|█████████▌| 44250/46302 [46:53:41<2:10:37,  3.82s/it]
 96%|█████████▌| 44251/46302 [46:53:45<2:10:34,  3.82s/it]
 96%|█████████▌| 44252/46302 [46:53:49<2:10:31,  3.82s/it]
 96%|█████████▌| 44253/46302 [46:53:53<2:10:27,  3.82s/it]
 96%|█████████▌| 44254/46302 [46:53:56<2:10:23,  3.82s/it]
 96%|█████████▌| 44255/46302 [46:54:00<2:10:17,  3.82s/it]
 96%|█████████▌| 44256/46302 [46:54:04<2:10:11,  3.82s/it]
 96%|█████████▌| 44257/46302 [46:54:08<2:10:06,  3.82s/it]
 96%|█████████▌| 44258/46302 [46:54:12<2:10:02,  3.82s/it]
 96%|█████████▌| 44259/46302 [46:54:16<2:09:59,  3.82s/it]
 96%|█████████▌| 44260/46302 [46:54:19<2:09:54,  3.82s/it]
 96%|█████████▌| 44261/46302 [46:54:23<2:09:50,  3.82s/it]
 96%|█████████▌| 44262/46302 [46:54:27<2:09:47,  3.82s/it]
 96%|█████████▌| 44263/46302 [46:54:31<2:09:42,  3.82s/it]
 96%|█████████▌| 44264/46302 [46:54:35<2:09:37,  3.82s/it]
 96%|█████████▌| 44265/46302 [46:54:38<2:09:34,  3.82s/it]
 96%|█████████▌| 44266/46302 [46:54:42<2:09:32,  3.82s/it]
 96%|█████████▌| 44267/46302 [46:54:46<2:09:29,  3.82s/it]
 96%|█████████▌| 44268/46302 [46:54:50<2:09:24,  3.82s/it]
 96%|█████████▌| 44269/46302 [46:54:54<2:09:22,  3.82s/it]
 96%|█████████▌| 44270/46302 [46:54:58<2:09:17,  3.82s/it]
 96%|█████████▌| 44271/46302 [46:55:01<2:09:12,  3.82s/it]
 96%|█████████▌| 44272/46302 [46:55:05<2:09:06,  3.82s/it]
 96%|█████████▌| 44273/46302 [46:55:09<2:09:01,  3.82s/it]
 96%|█████████▌| 44274/46302 [46:55:13<2:09:00,  3.82s/it]
 96%|█████████▌| 44275/46302 [46:55:17<2:08:57,  3.82s/it]
 96%|█████████▌| 44276/46302 [46:55:20<2:08:56,  3.82s/it]
 96%|█████████▌| 44277/46302 [46:55:24<2:08:51,  3.82s/it]
 96%|█████████▌| 44278/46302 [46:55:28<2:08:49,  3.82s/it]
 96%|█████████▌| 44279/46302 [46:55:32<2:08:44,  3.82s/it]
 96%|█████████▌| 44280/46302 [46:55:36<2:08:39,  3.82s/it]
 96%|█████████▌| 44281/46302 [46:55:40<2:08:36,  3.82s/it]
 96%|█████████▌| 44282/46302 [46:55:43<2:08:30,  3.82s/it]
 96%|█████████▌| 44283/46302 [46:55:47<2:08:27,  3.82s/it]
 96%|█████████▌| 44284/46302 [46:55:51<2:08:24,  3.82s/it]
 96%|█████████▌| 44285/46302 [46:55:55<2:08:20,  3.82s/it]
 96%|█████████▌| 44286/46302 [46:55:59<2:08:16,  3.82s/it]
 96%|█████████▌| 44287/46302 [46:56:02<2:08:13,  3.82s/it]
 96%|█████████▌| 44288/46302 [46:56:06<2:08:10,  3.82s/it]
 96%|█████████▌| 44289/46302 [46:56:10<2:08:05,  3.82s/it]
 96%|█████████▌| 44290/46302 [46:56:14<2:07:59,  3.82s/it]
 96%|█████████▌| 44291/46302 [46:56:18<2:07:56,  3.82s/it]
 96%|█████████▌| 44292/46302 [46:56:22<2:07:53,  3.82s/it]
 96%|█████████▌| 44293/46302 [46:56:25<2:07:51,  3.82s/it]
 96%|█████████▌| 44294/46302 [46:56:29<2:07:45,  3.82s/it]
 96%|█████████▌| 44295/46302 [46:56:33<2:07:41,  3.82s/it]
 96%|█████████▌| 44296/46302 [46:56:37<2:07:38,  3.82s/it]
 96%|█████████▌| 44297/46302 [46:56:41<2:07:34,  3.82s/it]
 96%|█████████▌| 44298/46302 [46:56:44<2:07:33,  3.82s/it]
 96%|█████████▌| 44299/46302 [46:56:48<2:07:31,  3.82s/it]
 96%|█████████▌| 44300/46302 [46:56:52<2:07:29,  3.82s/it]
 96%|█████████▌| 44301/46302 [46:56:56<2:07:25,  3.82s/it]
 96%|█████████▌| 44302/46302 [46:57:00<2:07:21,  3.82s/it]
 96%|█████████▌| 44303/46302 [46:57:04<2:07:16,  3.82s/it]
 96%|█████████▌| 44304/46302 [46:57:07<2:07:12,  3.82s/it]
 96%|█████████▌| 44305/46302 [46:57:11<2:07:07,  3.82s/it]
 96%|█████████▌| 44306/46302 [46:57:15<2:07:01,  3.82s/it]
 96%|█████████▌| 44307/46302 [46:57:19<2:07:00,  3.82s/it]
 96%|█████████▌| 44308/46302 [46:57:23<2:06:57,  3.82s/it]
 96%|█████████▌| 44309/46302 [46:57:26<2:06:51,  3.82s/it]
 96%|█████████▌| 44310/46302 [46:57:30<2:06:47,  3.82s/it]
 96%|█████████▌| 44311/46302 [46:57:34<2:06:42,  3.82s/it]
 96%|█████████▌| 44312/46302 [46:57:38<2:06:39,  3.82s/it]
 96%|█████████▌| 44313/46302 [46:57:42<2:06:34,  3.82s/it]
 96%|█████████▌| 44314/46302 [46:57:46<2:06:29,  3.82s/it]
 96%|█████████▌| 44315/46302 [46:57:49<2:06:26,  3.82s/it]
 96%|█████████▌| 44316/46302 [46:57:53<2:06:21,  3.82s/it]
 96%|█████████▌| 44317/46302 [46:57:57<2:06:15,  3.82s/it]
 96%|█████████▌| 44318/46302 [46:58:01<2:06:09,  3.82s/it]
 96%|█████████▌| 44319/46302 [46:58:05<2:06:04,  3.81s/it]
 96%|█████████▌| 44320/46302 [46:58:08<2:06:02,  3.82s/it]
 96%|█████████▌| 44321/46302 [46:58:12<2:06:00,  3.82s/it]
 96%|█████████▌| 44322/46302 [46:58:16<2:05:56,  3.82s/it]
 96%|█████████▌| 44323/46302 [46:58:20<2:05:50,  3.82s/it]
 96%|█████████▌| 44324/46302 [46:58:24<2:05:45,  3.81s/it]
 96%|█████████▌| 44325/46302 [46:58:27<2:05:44,  3.82s/it]
 96%|█████████▌| 44326/46302 [46:58:31<2:05:40,  3.82s/it]
 96%|█████████▌| 44327/46302 [46:58:35<2:05:36,  3.82s/it]
 96%|█████████▌| 44328/46302 [46:58:39<2:05:31,  3.82s/it]
 96%|█████████▌| 44329/46302 [46:58:43<2:05:28,  3.82s/it]
 96%|█████████▌| 44330/46302 [46:58:47<2:05:25,  3.82s/it]
 96%|█████████▌| 44331/46302 [46:58:50<2:05:21,  3.82s/it]
 96%|█████████▌| 44332/46302 [46:58:54<2:05:20,  3.82s/it]
 96%|█████████▌| 44333/46302 [46:58:58<2:05:15,  3.82s/it]
 96%|█████████▌| 44334/46302 [46:59:02<2:05:14,  3.82s/it]
 96%|█████████▌| 44335/46302 [46:59:06<2:05:11,  3.82s/it]
 96%|█████████▌| 44336/46302 [46:59:09<2:05:05,  3.82s/it]
 96%|█████████▌| 44337/46302 [46:59:13<2:05:02,  3.82s/it]
 96%|█████████▌| 44338/46302 [46:59:17<2:04:56,  3.82s/it]
 96%|█████████▌| 44339/46302 [46:59:21<2:04:52,  3.82s/it]
 96%|█████████▌| 44340/46302 [46:59:25<2:04:49,  3.82s/it]
 96%|█████████▌| 44341/46302 [46:59:29<2:04:42,  3.82s/it]
 96%|█████████▌| 44342/46302 [46:59:32<2:04:39,  3.82s/it]
 96%|█████████▌| 44343/46302 [46:59:36<2:04:37,  3.82s/it]
 96%|█████████▌| 44344/46302 [46:59:40<2:04:36,  3.82s/it]
 96%|█████████▌| 44345/46302 [46:59:44<2:04:32,  3.82s/it]
 96%|█████████▌| 44346/46302 [46:59:48<2:04:29,  3.82s/it]
 96%|█████████▌| 44347/46302 [46:59:51<2:04:24,  3.82s/it]
 96%|█████████▌| 44348/46302 [46:59:55<2:04:19,  3.82s/it]
 96%|█████████▌| 44349/46302 [46:59:59<2:04:17,  3.82s/it]
 96%|█████████▌| 44350/46302 [47:00:03<2:04:12,  3.82s/it]
 96%|█████████▌| 44351/46302 [47:00:07<2:04:11,  3.82s/it]
 96%|█████████▌| 44352/46302 [47:00:11<2:04:04,  3.82s/it]
 96%|█████████▌| 44353/46302 [47:00:14<2:04:01,  3.82s/it]
 96%|█████████▌| 44354/46302 [47:00:18<2:03:58,  3.82s/it]
 96%|█████████▌| 44355/46302 [47:00:22<2:03:54,  3.82s/it]
 96%|█████████▌| 44356/46302 [47:00:26<2:03:49,  3.82s/it]
 96%|█████████▌| 44357/46302 [47:00:30<2:03:47,  3.82s/it]
 96%|█████████▌| 44358/46302 [47:00:33<2:03:44,  3.82s/it]
 96%|█████████▌| 44359/46302 [47:00:37<2:03:42,  3.82s/it]
 96%|█████████▌| 44360/46302 [47:00:41<2:03:39,  3.82s/it]
 96%|█████████▌| 44361/46302 [47:00:45<2:03:34,  3.82s/it]
 96%|█████████▌| 44362/46302 [47:00:49<2:03:31,  3.82s/it]
 96%|█████████▌| 44363/46302 [47:00:53<2:03:26,  3.82s/it]
 96%|█████████▌| 44364/46302 [47:00:56<2:03:20,  3.82s/it]
 96%|█████████▌| 44365/46302 [47:01:00<2:03:13,  3.82s/it]
 96%|█████████▌| 44366/46302 [47:01:04<2:03:09,  3.82s/it]
 96%|█████████▌| 44367/46302 [47:01:08<2:03:06,  3.82s/it]
 96%|█████████▌| 44368/46302 [47:01:12<2:03:01,  3.82s/it]
 96%|█████████▌| 44369/46302 [47:01:15<2:02:54,  3.82s/it]
 96%|█████████▌| 44370/46302 [47:01:19<2:02:54,  3.82s/it]
 96%|█████████▌| 44371/46302 [47:01:23<2:02:51,  3.82s/it]
 96%|█████████▌| 44372/46302 [47:01:27<2:02:45,  3.82s/it]
 96%|█████████▌| 44373/46302 [47:01:31<2:02:41,  3.82s/it]
 96%|█████████▌| 44374/46302 [47:01:35<2:02:41,  3.82s/it]
 96%|█████████▌| 44375/46302 [47:01:38<2:02:36,  3.82s/it]
 96%|█████████▌| 44376/46302 [47:01:42<2:02:32,  3.82s/it]
 96%|█████████▌| 44377/46302 [47:01:46<2:02:28,  3.82s/it]
 96%|█████████▌| 44378/46302 [47:01:50<2:02:23,  3.82s/it]
 96%|█████████▌| 44379/46302 [47:01:54<2:02:20,  3.82s/it]
 96%|█████████▌| 44380/46302 [47:01:57<2:02:18,  3.82s/it]
 96%|█████████▌| 44381/46302 [47:02:01<2:02:14,  3.82s/it]
 96%|█████████▌| 44382/46302 [47:02:05<2:02:09,  3.82s/it]
 96%|█████████▌| 44383/46302 [47:02:09<2:02:05,  3.82s/it]
 96%|█████████▌| 44384/46302 [47:02:13<2:02:04,  3.82s/it]
 96%|█████████▌| 44385/46302 [47:02:17<2:02:02,  3.82s/it]
 96%|█████████▌| 44386/46302 [47:02:20<2:01:57,  3.82s/it]
 96%|█████████▌| 44387/46302 [47:02:24<2:01:51,  3.82s/it]
 96%|█████████▌| 44388/46302 [47:02:28<2:01:46,  3.82s/it]
 96%|█████████▌| 44389/46302 [47:02:32<2:01:43,  3.82s/it]
 96%|█████████▌| 44390/46302 [47:02:36<2:01:39,  3.82s/it]
 96%|█████████▌| 44391/46302 [47:02:39<2:01:36,  3.82s/it]
 96%|█████████▌| 44392/46302 [47:02:43<2:01:32,  3.82s/it]
 96%|█████████▌| 44393/46302 [47:02:47<2:01:30,  3.82s/it]
 96%|█████████▌| 44394/46302 [47:02:51<2:01:26,  3.82s/it]
 96%|█████████▌| 44395/46302 [47:02:55<2:01:21,  3.82s/it]
 96%|█████████▌| 44396/46302 [47:02:59<2:01:18,  3.82s/it]
 96%|█████████▌| 44397/46302 [47:03:02<2:01:13,  3.82s/it]
 96%|█████████▌| 44398/46302 [47:03:06<2:01:10,  3.82s/it]
 96%|█████████▌| 44399/46302 [47:03:10<2:01:06,  3.82s/it]
 96%|█████████▌| 44400/46302 [47:03:14<2:01:03,  3.82s/it]
 96%|█████████▌| 44401/46302 [47:03:18<2:00:55,  3.82s/it]
 96%|█████████▌| 44402/46302 [47:03:21<2:00:53,  3.82s/it]
 96%|█████████▌| 44403/46302 [47:03:25<2:00:48,  3.82s/it]
 96%|█████████▌| 44404/46302 [47:03:29<2:00:44,  3.82s/it]
 96%|█████████▌| 44405/46302 [47:03:33<2:00:43,  3.82s/it]
 96%|█████████▌| 44406/46302 [47:03:37<2:00:38,  3.82s/it]
 96%|█████████▌| 44407/46302 [47:03:41<2:00:35,  3.82s/it]
 96%|█████████▌| 44408/46302 [47:03:44<2:00:33,  3.82s/it]
 96%|█████████▌| 44409/46302 [47:03:48<2:00:27,  3.82s/it]
 96%|█████████▌| 44410/46302 [47:03:52<2:00:23,  3.82s/it]
 96%|█████████▌| 44411/46302 [47:03:56<2:00:16,  3.82s/it]
 96%|█████████▌| 44412/46302 [47:04:00<2:00:12,  3.82s/it]
 96%|█████████▌| 44413/46302 [47:04:03<2:00:08,  3.82s/it]
 96%|█████████▌| 44414/46302 [47:04:07<2:00:07,  3.82s/it]
 96%|█████████▌| 44415/46302 [47:04:11<2:00:04,  3.82s/it]
 96%|█████████▌| 44416/46302 [47:04:15<2:00:02,  3.82s/it]
 96%|█████████▌| 44417/46302 [47:04:19<1:59:59,  3.82s/it]
 96%|█████████▌| 44418/46302 [47:04:23<1:59:57,  3.82s/it]
 96%|█████████▌| 44419/46302 [47:04:26<1:59:54,  3.82s/it]
 96%|█████████▌| 44420/46302 [47:04:30<1:59:50,  3.82s/it]
 96%|█████████▌| 44421/46302 [47:04:34<1:59:43,  3.82s/it]
 96%|█████████▌| 44422/46302 [47:04:38<1:59:40,  3.82s/it]
 96%|█████████▌| 44423/46302 [47:04:42<1:59:35,  3.82s/it]
 96%|█████████▌| 44424/46302 [47:04:45<1:59:31,  3.82s/it]
 96%|█████████▌| 44425/46302 [47:04:49<1:59:26,  3.82s/it]
 96%|█████████▌| 44426/46302 [47:04:53<1:59:23,  3.82s/it]
 96%|█████████▌| 44427/46302 [47:04:57<1:59:21,  3.82s/it]
 96%|█████████▌| 44428/46302 [47:05:01<1:59:16,  3.82s/it]
 96%|█████████▌| 44429/46302 [47:05:05<1:59:09,  3.82s/it]
 96%|█████████▌| 44430/46302 [47:05:08<1:59:07,  3.82s/it]
 96%|█████████▌| 44431/46302 [47:05:12<1:59:04,  3.82s/it]
 96%|█████████▌| 44432/46302 [47:05:16<1:59:00,  3.82s/it]
 96%|█████████▌| 44433/46302 [47:05:20<1:58:56,  3.82s/it]
 96%|█████████▌| 44434/46302 [47:05:24<1:58:55,  3.82s/it]
 96%|█████████▌| 44435/46302 [47:05:27<1:58:52,  3.82s/it]
 96%|█████████▌| 44436/46302 [47:05:31<1:58:50,  3.82s/it]
 96%|█████████▌| 44437/46302 [47:05:35<1:58:45,  3.82s/it]
 96%|█████████▌| 44438/46302 [47:05:39<1:58:41,  3.82s/it]
 96%|█████████▌| 44439/46302 [47:05:43<1:58:36,  3.82s/it]
 96%|█████████▌| 44440/46302 [47:05:47<1:58:32,  3.82s/it]
 96%|█████████▌| 44441/46302 [47:05:50<1:58:29,  3.82s/it]
 96%|█████████▌| 44442/46302 [47:05:54<1:58:25,  3.82s/it]
 96%|█████████▌| 44443/46302 [47:05:58<1:58:18,  3.82s/it]
 96%|█████████▌| 44444/46302 [47:06:02<1:58:15,  3.82s/it]
 96%|█████████▌| 44445/46302 [47:06:06<1:58:10,  3.82s/it]
 96%|█████████▌| 44446/46302 [47:06:10<1:58:09,  3.82s/it]
 96%|█████████▌| 44447/46302 [47:06:13<1:58:05,  3.82s/it]
 96%|█████████▌| 44448/46302 [47:06:17<1:57:58,  3.82s/it]
 96%|█████████▌| 44449/46302 [47:06:21<1:57:56,  3.82s/it]
 96%|█████████▌| 44450/46302 [47:06:25<1:57:51,  3.82s/it]
 96%|█████████▌| 44451/46302 [47:06:29<1:57:47,  3.82s/it]
 96%|█████████▌| 44452/46302 [47:06:32<1:57:44,  3.82s/it]
 96%|█████████▌| 44453/46302 [47:06:36<1:57:40,  3.82s/it]
 96%|█████████▌| 44454/46302 [47:06:40<1:57:37,  3.82s/it]
 96%|█████████▌| 44455/46302 [47:06:44<1:57:34,  3.82s/it]
 96%|█████████▌| 44456/46302 [47:06:48<1:57:30,  3.82s/it]
 96%|█████████▌| 44457/46302 [47:06:52<1:57:26,  3.82s/it]
 96%|█████████▌| 44458/46302 [47:06:55<1:57:24,  3.82s/it]
 96%|█████████▌| 44459/46302 [47:06:59<1:57:19,  3.82s/it]
 96%|█████████▌| 44460/46302 [47:07:03<1:57:14,  3.82s/it]
 96%|█████████▌| 44461/46302 [47:07:07<1:57:10,  3.82s/it]
 96%|█████████▌| 44462/46302 [47:07:11<1:57:05,  3.82s/it]
 96%|█████████▌| 44463/46302 [47:07:14<1:57:01,  3.82s/it]
 96%|█████████▌| 44464/46302 [47:07:18<1:56:56,  3.82s/it]
 96%|█████████▌| 44465/46302 [47:07:22<1:56:51,  3.82s/it]
 96%|█████████▌| 44466/46302 [47:07:26<1:56:48,  3.82s/it]
 96%|█████████▌| 44467/46302 [47:07:30<1:56:44,  3.82s/it]
 96%|█████████▌| 44468/46302 [47:07:34<1:56:41,  3.82s/it]
 96%|█████████▌| 44469/46302 [47:07:37<1:56:35,  3.82s/it]
 96%|█████████▌| 44470/46302 [47:07:41<1:56:34,  3.82s/it]
 96%|█████████▌| 44471/46302 [47:07:45<1:56:31,  3.82s/it]
 96%|█████████▌| 44472/46302 [47:07:49<1:56:30,  3.82s/it]
 96%|█████████▌| 44473/46302 [47:07:53<1:56:25,  3.82s/it]
 96%|█████████▌| 44474/46302 [47:07:56<1:56:21,  3.82s/it]
 96%|█████████▌| 44475/46302 [47:08:00<1:56:18,  3.82s/it]
 96%|█████████▌| 44476/46302 [47:08:04<1:56:14,  3.82s/it]
 96%|█████████▌| 44477/46302 [47:08:08<1:56:10,  3.82s/it]
 96%|█████████▌| 44478/46302 [47:08:12<1:56:06,  3.82s/it]
 96%|█████████▌| 44479/46302 [47:08:16<1:56:01,  3.82s/it]
 96%|█████████▌| 44480/46302 [47:08:19<1:55:56,  3.82s/it]
 96%|█████████▌| 44481/46302 [47:08:23<1:55:51,  3.82s/it]
 96%|█████████▌| 44482/46302 [47:08:27<1:55:49,  3.82s/it]
 96%|█████████▌| 44483/46302 [47:08:31<1:55:47,  3.82s/it]
 96%|█████████▌| 44484/46302 [47:08:35<1:55:41,  3.82s/it]
 96%|█████████▌| 44485/46302 [47:08:38<1:55:37,  3.82s/it]
 96%|█████████▌| 44486/46302 [47:08:42<1:55:36,  3.82s/it]
 96%|█████████▌| 44487/46302 [47:08:46<1:55:32,  3.82s/it]
 96%|█████████▌| 44488/46302 [47:08:50<1:55:29,  3.82s/it]
 96%|█████████▌| 44489/46302 [47:08:54<1:55:24,  3.82s/it]
 96%|█████████▌| 44490/46302 [47:08:58<1:55:19,  3.82s/it]
 96%|█████████▌| 44491/46302 [47:09:01<1:55:16,  3.82s/it]
 96%|█████████▌| 44492/46302 [47:09:05<1:55:14,  3.82s/it]
 96%|█████████▌| 44493/46302 [47:09:09<1:55:11,  3.82s/it]
 96%|█████████▌| 44494/46302 [47:09:13<1:55:06,  3.82s/it]
 96%|█████████▌| 44495/46302 [47:09:17<1:55:03,  3.82s/it]
 96%|█████████▌| 44496/46302 [47:09:20<1:54:58,  3.82s/it]
 96%|█████████▌| 44497/46302 [47:09:24<1:54:54,  3.82s/it]
 96%|█████████▌| 44498/46302 [47:09:28<1:54:50,  3.82s/it]
 96%|█████████▌| 44499/46302 [47:09:32<1:54:46,  3.82s/it]
 96%|█████████▌| 44500/46302 [47:09:36<1:54:41,  3.82s/it]
                                                          
{'loss': 3.0552, 'learning_rate': 0.00019888746633702707, 'epoch': 0.96}

 96%|█████████▌| 44500/46302 [47:09:36<1:54:41,  3.82s/it]
 96%|█████████▌| 44501/46302 [47:09:40<1:54:40,  3.82s/it]
 96%|█████████▌| 44502/46302 [47:09:43<1:54:36,  3.82s/it]
 96%|█████████▌| 44503/46302 [47:09:47<1:54:30,  3.82s/it]
 96%|█████████▌| 44504/46302 [47:09:51<1:54:26,  3.82s/it]
 96%|█████████▌| 44505/46302 [47:09:55<1:54:21,  3.82s/it]
 96%|█████████▌| 44506/46302 [47:09:59<1:54:17,  3.82s/it]
 96%|█████████▌| 44507/46302 [47:10:02<1:54:13,  3.82s/it]
 96%|█████████▌| 44508/46302 [47:10:06<1:54:09,  3.82s/it]
 96%|█████████▌| 44509/46302 [47:10:10<1:54:06,  3.82s/it]
 96%|█████████▌| 44510/46302 [47:10:14<1:54:02,  3.82s/it]
 96%|█████████▌| 44511/46302 [47:10:18<1:53:55,  3.82s/it]
 96%|█████████▌| 44512/46302 [47:10:22<1:53:51,  3.82s/it]
 96%|█████████▌| 44513/46302 [47:10:25<1:53:48,  3.82s/it]
 96%|█████████▌| 44514/46302 [47:10:29<1:53:45,  3.82s/it]
 96%|█████████▌| 44515/46302 [47:10:33<1:53:41,  3.82s/it]
 96%|█████████▌| 44516/46302 [47:10:37<1:53:36,  3.82s/it]
 96%|█████████▌| 44517/46302 [47:10:41<1:53:30,  3.82s/it]
 96%|█████████▌| 44518/46302 [47:10:44<1:53:26,  3.82s/it]
 96%|█████████▌| 44519/46302 [47:10:48<1:53:25,  3.82s/it]
 96%|█████████▌| 44520/46302 [47:10:52<1:53:22,  3.82s/it]
 96%|█████████▌| 44521/46302 [47:10:56<1:53:19,  3.82s/it]
 96%|█████████▌| 44522/46302 [47:11:00<1:53:12,  3.82s/it]
 96%|█████████▌| 44523/46302 [47:11:04<1:53:10,  3.82s/it]
 96%|█████████▌| 44524/46302 [47:11:07<1:53:06,  3.82s/it]
 96%|█████████▌| 44525/46302 [47:11:11<1:53:04,  3.82s/it]
 96%|█████████▌| 44526/46302 [47:11:15<1:52:59,  3.82s/it]
 96%|█████████▌| 44527/46302 [47:11:19<1:52:55,  3.82s/it]
 96%|█████████▌| 44528/46302 [47:11:23<1:52:53,  3.82s/it]
 96%|█████████▌| 44529/46302 [47:11:26<1:52:48,  3.82s/it]
 96%|█████████▌| 44530/46302 [47:11:30<1:52:44,  3.82s/it]
 96%|█████████▌| 44531/46302 [47:11:34<1:52:39,  3.82s/it]
 96%|█████████▌| 44532/46302 [47:11:38<1:52:37,  3.82s/it]
 96%|█████████▌| 44533/46302 [47:11:42<1:52:35,  3.82s/it]
 96%|█████████▌| 44534/46302 [47:11:46<1:52:32,  3.82s/it]
 96%|█████████▌| 44535/46302 [47:11:49<1:52:29,  3.82s/it]
 96%|█████████▌| 44536/46302 [47:11:53<1:52:23,  3.82s/it]
 96%|█████████▌| 44537/46302 [47:11:57<1:52:19,  3.82s/it]
 96%|█████████▌| 44538/46302 [47:12:01<1:52:14,  3.82s/it]
 96%|█████████▌| 44539/46302 [47:12:05<1:52:10,  3.82s/it]
 96%|█████████▌| 44540/46302 [47:12:08<1:52:07,  3.82s/it]
 96%|█████████▌| 44541/46302 [47:12:12<1:52:03,  3.82s/it]
 96%|█████████▌| 44542/46302 [47:12:16<1:51:59,  3.82s/it]
 96%|█████████▌| 44543/46302 [47:12:20<1:51:57,  3.82s/it]
 96%|█████████▌| 44544/46302 [47:12:24<1:51:54,  3.82s/it]
 96%|█████████▌| 44545/46302 [47:12:28<1:51:52,  3.82s/it]
 96%|█████████▌| 44546/46302 [47:12:31<1:51:46,  3.82s/it]
 96%|█████████▌| 44547/46302 [47:12:35<1:51:40,  3.82s/it]
 96%|█████████▌| 44548/46302 [47:12:39<1:51:36,  3.82s/it]
 96%|█████████▌| 44549/46302 [47:12:43<1:51:34,  3.82s/it]
 96%|█████████▌| 44550/46302 [47:12:47<1:51:30,  3.82s/it]
 96%|█████████▌| 44551/46302 [47:12:50<1:51:25,  3.82s/it]
 96%|█████████▌| 44552/46302 [47:12:54<1:51:20,  3.82s/it]
 96%|█████████▌| 44553/46302 [47:12:58<1:51:14,  3.82s/it]
 96%|█████████▌| 44554/46302 [47:13:02<1:51:13,  3.82s/it]
 96%|█████████▌| 44555/46302 [47:13:06<1:51:11,  3.82s/it]
 96%|█████████▌| 44556/46302 [47:13:10<1:51:07,  3.82s/it]
 96%|█████████▌| 44557/46302 [47:13:13<1:51:06,  3.82s/it]
 96%|█████████▌| 44558/46302 [47:13:17<1:51:01,  3.82s/it]
 96%|█████████▌| 44559/46302 [47:13:21<1:50:59,  3.82s/it]
 96%|█████████▌| 44560/46302 [47:13:25<1:50:56,  3.82s/it]
 96%|█████████▌| 44561/46302 [47:13:29<1:50:52,  3.82s/it]
 96%|█████████▌| 44562/46302 [47:13:32<1:50:48,  3.82s/it]
 96%|█████████▌| 44563/46302 [47:13:36<1:50:43,  3.82s/it]
 96%|█████████▌| 44564/46302 [47:13:40<1:50:40,  3.82s/it]
 96%|█████████▌| 44565/46302 [47:13:44<1:50:36,  3.82s/it]
 96%|█████████▋| 44566/46302 [47:13:48<1:50:33,  3.82s/it]
 96%|█████████▋| 44567/46302 [47:13:52<1:50:29,  3.82s/it]
 96%|█████████▋| 44568/46302 [47:13:55<1:50:24,  3.82s/it]
 96%|█████████▋| 44569/46302 [47:13:59<1:50:21,  3.82s/it]
 96%|█████████▋| 44570/46302 [47:14:03<1:50:16,  3.82s/it]
 96%|█████████▋| 44571/46302 [47:14:07<1:50:10,  3.82s/it]
 96%|█████████▋| 44572/46302 [47:14:11<1:50:08,  3.82s/it]
 96%|█████████▋| 44573/46302 [47:14:14<1:50:03,  3.82s/it]
 96%|█████████▋| 44574/46302 [47:14:18<1:49:58,  3.82s/it]
 96%|█████████▋| 44575/46302 [47:14:22<1:49:53,  3.82s/it]
 96%|█████████▋| 44576/46302 [47:14:26<1:49:48,  3.82s/it]
 96%|█████████▋| 44577/46302 [47:14:30<1:49:46,  3.82s/it]
 96%|█████████▋| 44578/46302 [47:14:34<1:49:40,  3.82s/it]
 96%|█████████▋| 44579/46302 [47:14:37<1:49:35,  3.82s/it]
 96%|█████████▋| 44580/46302 [47:14:41<1:49:29,  3.82s/it]
 96%|█████████▋| 44581/46302 [47:14:45<1:49:27,  3.82s/it]
 96%|█████████▋| 44582/46302 [47:14:49<1:49:25,  3.82s/it]
 96%|█████████▋| 44583/46302 [47:14:53<1:49:21,  3.82s/it]
 96%|█████████▋| 44584/46302 [47:14:56<1:49:17,  3.82s/it]
 96%|█████████▋| 44585/46302 [47:15:00<1:49:14,  3.82s/it]
 96%|█████████▋| 44586/46302 [47:15:04<1:49:10,  3.82s/it]
 96%|█████████▋| 44587/46302 [47:15:08<1:49:08,  3.82s/it]
 96%|█████████▋| 44588/46302 [47:15:12<1:49:05,  3.82s/it]
 96%|█████████▋| 44589/46302 [47:15:16<1:49:01,  3.82s/it]
 96%|█████████▋| 44590/46302 [47:15:19<1:48:58,  3.82s/it]
 96%|█████████▋| 44591/46302 [47:15:23<1:48:52,  3.82s/it]
 96%|█████████▋| 44592/46302 [47:15:27<1:48:47,  3.82s/it]
 96%|█████████▋| 44593/46302 [47:15:31<1:48:42,  3.82s/it]
 96%|█████████▋| 44594/46302 [47:15:35<1:48:38,  3.82s/it]
 96%|█████████▋| 44595/46302 [47:15:38<1:48:34,  3.82s/it]
 96%|█████████▋| 44596/46302 [47:15:42<1:48:30,  3.82s/it]
 96%|█████████▋| 44597/46302 [47:15:46<1:48:26,  3.82s/it]
 96%|█████████▋| 44598/46302 [47:15:50<1:48:22,  3.82s/it]
 96%|█████████▋| 44599/46302 [47:15:54<1:48:19,  3.82s/it]
 96%|█████████▋| 44600/46302 [47:15:58<1:48:13,  3.82s/it]
 96%|█████████▋| 44601/46302 [47:16:01<1:48:11,  3.82s/it]
 96%|█████████▋| 44602/46302 [47:16:05<1:48:09,  3.82s/it]
 96%|█████████▋| 44603/46302 [47:16:09<1:48:03,  3.82s/it]
 96%|█████████▋| 44604/46302 [47:16:13<1:48:00,  3.82s/it]
 96%|█████████▋| 44605/46302 [47:16:17<1:47:58,  3.82s/it]
 96%|█████████▋| 44606/46302 [47:16:20<1:47:54,  3.82s/it]
 96%|█████████▋| 44607/46302 [47:16:24<1:47:48,  3.82s/it]
 96%|█████████▋| 44608/46302 [47:16:28<1:47:44,  3.82s/it]
 96%|█████████▋| 44609/46302 [47:16:32<1:47:42,  3.82s/it]
 96%|█████████▋| 44610/46302 [47:16:36<1:47:38,  3.82s/it]
 96%|█████████▋| 44611/46302 [47:16:40<1:47:33,  3.82s/it]
 96%|█████████▋| 44612/46302 [47:16:43<1:47:28,  3.82s/it]
 96%|█████████▋| 44613/46302 [47:16:47<1:47:27,  3.82s/it]
 96%|█████████▋| 44614/46302 [47:16:51<1:47:24,  3.82s/it]
 96%|█████████▋| 44615/46302 [47:16:55<1:47:20,  3.82s/it]
 96%|█████████▋| 44616/46302 [47:16:59<1:47:14,  3.82s/it]
 96%|█████████▋| 44617/46302 [47:17:02<1:47:11,  3.82s/it]
 96%|█████████▋| 44618/46302 [47:17:06<1:47:08,  3.82s/it]
 96%|█████████▋| 44619/46302 [47:17:10<1:47:05,  3.82s/it]
 96%|█████████▋| 44620/46302 [47:17:14<1:47:00,  3.82s/it]
 96%|█████████▋| 44621/46302 [47:17:18<1:46:56,  3.82s/it]
 96%|█████████▋| 44622/46302 [47:17:22<1:46:52,  3.82s/it]
 96%|█████████▋| 44623/46302 [47:17:25<1:46:48,  3.82s/it]
 96%|█████████▋| 44624/46302 [47:17:29<1:46:43,  3.82s/it]
 96%|█████████▋| 44625/46302 [47:17:33<1:46:38,  3.82s/it]
 96%|█████████▋| 44626/46302 [47:17:37<1:46:34,  3.82s/it]
 96%|█████████▋| 44627/46302 [47:17:41<1:46:30,  3.82s/it]
 96%|█████████▋| 44628/46302 [47:17:44<1:46:27,  3.82s/it]
 96%|█████████▋| 44629/46302 [47:17:48<1:46:22,  3.82s/it]
 96%|█████████▋| 44630/46302 [47:17:52<1:46:20,  3.82s/it]
 96%|█████████▋| 44631/46302 [47:17:56<1:46:17,  3.82s/it]
 96%|█████████▋| 44632/46302 [47:18:00<1:46:12,  3.82s/it]
 96%|█████████▋| 44633/46302 [47:18:03<1:46:09,  3.82s/it]
 96%|█████████▋| 44634/46302 [47:18:07<1:46:03,  3.82s/it]
 96%|█████████▋| 44635/46302 [47:18:11<1:46:00,  3.82s/it]
 96%|█████████▋| 44636/46302 [47:18:15<1:45:58,  3.82s/it]
 96%|█████████▋| 44637/46302 [47:18:19<1:45:54,  3.82s/it]
 96%|█████████▋| 44638/46302 [47:18:23<1:45:53,  3.82s/it]
 96%|█████████▋| 44639/46302 [47:18:26<1:45:49,  3.82s/it]
 96%|█████████▋| 44640/46302 [47:18:30<1:45:45,  3.82s/it]
 96%|█████████▋| 44641/46302 [47:18:34<1:45:41,  3.82s/it]
 96%|█████████▋| 44642/46302 [47:18:38<1:45:37,  3.82s/it]
 96%|█████████▋| 44643/46302 [47:18:42<1:45:35,  3.82s/it]
 96%|█████████▋| 44644/46302 [47:18:45<1:45:30,  3.82s/it]
 96%|█████████▋| 44645/46302 [47:18:49<1:45:27,  3.82s/it]
 96%|█████████▋| 44646/46302 [47:18:53<1:45:21,  3.82s/it]
 96%|█████████▋| 44647/46302 [47:18:57<1:45:18,  3.82s/it]
 96%|█████████▋| 44648/46302 [47:19:01<1:45:15,  3.82s/it]
 96%|█████████▋| 44649/46302 [47:19:05<1:45:13,  3.82s/it]
 96%|█████████▋| 44650/46302 [47:19:08<1:45:09,  3.82s/it]
 96%|█████████▋| 44651/46302 [47:19:12<1:45:05,  3.82s/it]
 96%|█████████▋| 44652/46302 [47:19:16<1:45:01,  3.82s/it]
 96%|█████████▋| 44653/46302 [47:19:20<1:44:57,  3.82s/it]
 96%|█████████▋| 44654/46302 [47:19:24<1:44:56,  3.82s/it]
 96%|█████████▋| 44655/46302 [47:19:27<1:44:50,  3.82s/it]
 96%|█████████▋| 44656/46302 [47:19:31<1:44:45,  3.82s/it]
 96%|█████████▋| 44657/46302 [47:19:35<1:44:40,  3.82s/it]
 96%|█████████▋| 44658/46302 [47:19:39<1:44:36,  3.82s/it]
 96%|█████████▋| 44659/46302 [47:19:43<1:44:33,  3.82s/it]
 96%|█████████▋| 44660/46302 [47:19:47<1:44:30,  3.82s/it]
 96%|█████████▋| 44661/46302 [47:19:50<1:44:28,  3.82s/it]
 96%|█████████▋| 44662/46302 [47:19:54<1:44:23,  3.82s/it]
 96%|█████████▋| 44663/46302 [47:19:58<1:44:20,  3.82s/it]
 96%|█████████▋| 44664/46302 [47:20:02<1:44:16,  3.82s/it]
 96%|█████████▋| 44665/46302 [47:20:06<1:44:13,  3.82s/it]
 96%|█████████▋| 44666/46302 [47:20:09<1:44:08,  3.82s/it]
 96%|█████████▋| 44667/46302 [47:20:13<1:44:06,  3.82s/it]
 96%|█████████▋| 44668/46302 [47:20:17<1:44:02,  3.82s/it]
 96%|█████████▋| 44669/46302 [47:20:21<1:43:56,  3.82s/it]
 96%|█████████▋| 44670/46302 [47:20:25<1:43:54,  3.82s/it]
 96%|█████████▋| 44671/46302 [47:20:29<1:43:49,  3.82s/it]
 96%|█████████▋| 44672/46302 [47:20:32<1:43:48,  3.82s/it]
 96%|█████████▋| 44673/46302 [47:20:36<1:43:45,  3.82s/it]
 96%|█████████▋| 44674/46302 [47:20:40<1:43:41,  3.82s/it]
 96%|█████████▋| 44675/46302 [47:20:44<1:43:37,  3.82s/it]
 96%|█████████▋| 44676/46302 [47:20:48<1:43:32,  3.82s/it]
 96%|█████████▋| 44677/46302 [47:20:52<1:43:28,  3.82s/it]
 96%|█████████▋| 44678/46302 [47:20:55<1:43:23,  3.82s/it]
 96%|█████████▋| 44679/46302 [47:20:59<1:43:20,  3.82s/it]
 96%|█████████▋| 44680/46302 [47:21:03<1:43:17,  3.82s/it]
 96%|█████████▋| 44681/46302 [47:21:07<1:43:14,  3.82s/it]
 97%|█████████▋| 44682/46302 [47:21:11<1:43:10,  3.82s/it]
 97%|█████████▋| 44683/46302 [47:21:14<1:43:05,  3.82s/it]
 97%|█████████▋| 44684/46302 [47:21:18<1:43:01,  3.82s/it]
 97%|█████████▋| 44685/46302 [47:21:22<1:42:57,  3.82s/it]
 97%|█████████▋| 44686/46302 [47:21:26<1:42:52,  3.82s/it]
 97%|█████████▋| 44687/46302 [47:21:30<1:42:49,  3.82s/it]
 97%|█████████▋| 44688/46302 [47:21:34<1:42:44,  3.82s/it]
 97%|█████████▋| 44689/46302 [47:21:37<1:42:41,  3.82s/it]
 97%|█████████▋| 44690/46302 [47:21:41<1:42:37,  3.82s/it]
 97%|█████████▋| 44691/46302 [47:21:45<1:42:34,  3.82s/it]
 97%|█████████▋| 44692/46302 [47:21:49<1:42:31,  3.82s/it]
 97%|█████████▋| 44693/46302 [47:21:53<1:42:26,  3.82s/it]
 97%|█████████▋| 44694/46302 [47:21:56<1:42:20,  3.82s/it]
 97%|█████████▋| 44695/46302 [47:22:00<1:42:19,  3.82s/it]
 97%|█████████▋| 44696/46302 [47:22:04<1:42:14,  3.82s/it]
 97%|█████████▋| 44697/46302 [47:22:08<1:42:11,  3.82s/it]
 97%|█████████▋| 44698/46302 [47:22:12<1:42:06,  3.82s/it]
 97%|█████████▋| 44699/46302 [47:22:16<1:42:01,  3.82s/it]
 97%|█████████▋| 44700/46302 [47:22:19<1:41:59,  3.82s/it]
 97%|█████████▋| 44701/46302 [47:22:23<1:41:54,  3.82s/it]
 97%|█████████▋| 44702/46302 [47:22:27<1:41:51,  3.82s/it]
 97%|█████████▋| 44703/46302 [47:22:31<1:41:48,  3.82s/it]
 97%|█████████▋| 44704/46302 [47:22:35<1:41:44,  3.82s/it]
 97%|█████████▋| 44705/46302 [47:22:38<1:41:41,  3.82s/it]
 97%|█████████▋| 44706/46302 [47:22:42<1:41:37,  3.82s/it]
 97%|█████████▋| 44707/46302 [47:22:46<1:41:33,  3.82s/it]
 97%|█████████▋| 44708/46302 [47:22:50<1:41:28,  3.82s/it]
 97%|█████████▋| 44709/46302 [47:22:54<1:41:25,  3.82s/it]
 97%|█████████▋| 44710/46302 [47:22:58<1:41:20,  3.82s/it]
 97%|█████████▋| 44711/46302 [47:23:01<1:41:16,  3.82s/it]
 97%|█████████▋| 44712/46302 [47:23:05<1:41:12,  3.82s/it]
 97%|█████████▋| 44713/46302 [47:23:09<1:41:10,  3.82s/it]
 97%|█████████▋| 44714/46302 [47:23:13<1:41:05,  3.82s/it]
 97%|█████████▋| 44715/46302 [47:23:17<1:41:02,  3.82s/it]
 97%|█████████▋| 44716/46302 [47:23:21<1:40:58,  3.82s/it]
 97%|█████████▋| 44717/46302 [47:23:24<1:40:53,  3.82s/it]
 97%|█████████▋| 44718/46302 [47:23:28<1:40:52,  3.82s/it]
 97%|█████████▋| 44719/46302 [47:23:32<1:40:48,  3.82s/it]
 97%|█████████▋| 44720/46302 [47:23:36<1:40:42,  3.82s/it]
 97%|█████████▋| 44721/46302 [47:23:40<1:40:38,  3.82s/it]
 97%|█████████▋| 44722/46302 [47:23:43<1:40:36,  3.82s/it]
 97%|█████████▋| 44723/46302 [47:23:47<1:40:31,  3.82s/it]
 97%|█████████▋| 44724/46302 [47:23:51<1:40:28,  3.82s/it]
 97%|█████████▋| 44725/46302 [47:23:55<1:40:23,  3.82s/it]
 97%|█████████▋| 44726/46302 [47:23:59<1:40:20,  3.82s/it]
 97%|█████████▋| 44727/46302 [47:24:03<1:40:15,  3.82s/it]
 97%|█████████▋| 44728/46302 [47:24:06<1:40:10,  3.82s/it]
 97%|█████████▋| 44729/46302 [47:24:10<1:40:08,  3.82s/it]
 97%|█████████▋| 44730/46302 [47:24:14<1:40:06,  3.82s/it]
 97%|█████████▋| 44731/46302 [47:24:18<1:40:02,  3.82s/it]
 97%|█████████▋| 44732/46302 [47:24:22<1:39:57,  3.82s/it]
 97%|█████████▋| 44733/46302 [47:24:25<1:39:54,  3.82s/it]
 97%|█████████▋| 44734/46302 [47:24:29<1:39:48,  3.82s/it]
 97%|█████████▋| 44735/46302 [47:24:33<1:39:44,  3.82s/it]
 97%|█████████▋| 44736/46302 [47:24:37<1:39:40,  3.82s/it]
 97%|█████████▋| 44737/46302 [47:24:41<1:39:37,  3.82s/it]
 97%|█████████▋| 44738/46302 [47:24:45<1:39:32,  3.82s/it]
 97%|█████████▋| 44739/46302 [47:24:48<1:39:28,  3.82s/it]
 97%|█████████▋| 44740/46302 [47:24:52<1:39:25,  3.82s/it]
 97%|█████████▋| 44741/46302 [47:24:56<1:39:22,  3.82s/it]
 97%|█████████▋| 44742/46302 [47:25:00<1:39:18,  3.82s/it]
 97%|█████████▋| 44743/46302 [47:25:04<1:39:15,  3.82s/it]
 97%|█████████▋| 44744/46302 [47:25:07<1:39:11,  3.82s/it]
 97%|█████████▋| 44745/46302 [47:25:11<1:39:06,  3.82s/it]
 97%|█████████▋| 44746/46302 [47:25:15<1:39:02,  3.82s/it]
 97%|█████████▋| 44747/46302 [47:25:19<1:39:00,  3.82s/it]
 97%|█████████▋| 44748/46302 [47:25:23<1:38:54,  3.82s/it]
 97%|█████████▋| 44749/46302 [47:25:27<1:38:50,  3.82s/it]
 97%|█████████▋| 44750/46302 [47:25:30<1:38:46,  3.82s/it]
 97%|█████████▋| 44751/46302 [47:25:34<1:38:43,  3.82s/it]
 97%|█████████▋| 44752/46302 [47:25:38<1:38:40,  3.82s/it]
 97%|█████████▋| 44753/46302 [47:25:42<1:38:35,  3.82s/it]
 97%|█████████▋| 44754/46302 [47:25:46<1:38:31,  3.82s/it]
 97%|█████████▋| 44755/46302 [47:25:49<1:38:27,  3.82s/it]
 97%|█████████▋| 44756/46302 [47:25:53<1:38:24,  3.82s/it]
 97%|█████████▋| 44757/46302 [47:25:57<1:38:20,  3.82s/it]
 97%|█████████▋| 44758/46302 [47:26:01<1:38:16,  3.82s/it]
 97%|█████████▋| 44759/46302 [47:26:05<1:38:13,  3.82s/it]
 97%|█████████▋| 44760/46302 [47:26:09<1:38:10,  3.82s/it]
 97%|█████████▋| 44761/46302 [47:26:12<1:38:06,  3.82s/it]
 97%|█████████▋| 44762/46302 [47:26:16<1:38:02,  3.82s/it]
 97%|█████████▋| 44763/46302 [47:26:20<1:37:58,  3.82s/it]
 97%|█████████▋| 44764/46302 [47:26:24<1:37:54,  3.82s/it]
 97%|█████████▋| 44765/46302 [47:26:28<1:37:49,  3.82s/it]
 97%|█████████▋| 44766/46302 [47:26:31<1:37:46,  3.82s/it]
 97%|█████████▋| 44767/46302 [47:26:35<1:37:41,  3.82s/it]
 97%|█████████▋| 44768/46302 [47:26:39<1:37:36,  3.82s/it]
 97%|█████████▋| 44769/46302 [47:26:43<1:37:33,  3.82s/it]
 97%|█████████▋| 44770/46302 [47:26:47<1:37:31,  3.82s/it]
 97%|█████████▋| 44771/46302 [47:26:51<1:37:25,  3.82s/it]
 97%|█████████▋| 44772/46302 [47:26:54<1:37:21,  3.82s/it]
 97%|█████████▋| 44773/46302 [47:26:58<1:37:18,  3.82s/it]
 97%|█████████▋| 44774/46302 [47:27:02<1:37:12,  3.82s/it]
 97%|█████████▋| 44775/46302 [47:27:06<1:37:10,  3.82s/it]
 97%|█████████▋| 44776/46302 [47:27:10<1:37:07,  3.82s/it]
 97%|█████████▋| 44777/46302 [47:27:13<1:37:02,  3.82s/it]
 97%|█████████▋| 44778/46302 [47:27:17<1:36:59,  3.82s/it]
 97%|█████████▋| 44779/46302 [47:27:21<1:36:53,  3.82s/it]
 97%|█████████▋| 44780/46302 [47:27:25<1:36:48,  3.82s/it]
 97%|█████████▋| 44781/46302 [47:27:29<1:36:45,  3.82s/it]
 97%|█████████▋| 44782/46302 [47:27:33<1:36:42,  3.82s/it]
 97%|█████████▋| 44783/46302 [47:27:36<1:36:40,  3.82s/it]
 97%|█████████▋| 44784/46302 [47:27:40<1:36:36,  3.82s/it]
 97%|█████████▋| 44785/46302 [47:27:44<1:36:34,  3.82s/it]
 97%|█████████▋| 44786/46302 [47:27:48<1:36:30,  3.82s/it]
 97%|█████████▋| 44787/46302 [47:27:52<1:36:27,  3.82s/it]
 97%|█████████▋| 44788/46302 [47:27:55<1:36:23,  3.82s/it]
 97%|█████████▋| 44789/46302 [47:27:59<1:36:18,  3.82s/it]
 97%|█████████▋| 44790/46302 [47:28:03<1:36:15,  3.82s/it]
 97%|█████████▋| 44791/46302 [47:28:07<1:36:10,  3.82s/it]
 97%|█████████▋| 44792/46302 [47:28:11<1:36:06,  3.82s/it]
 97%|█████████▋| 44793/46302 [47:28:15<1:36:04,  3.82s/it]
 97%|█████████▋| 44794/46302 [47:28:18<1:35:59,  3.82s/it]
 97%|█████████▋| 44795/46302 [47:28:22<1:35:55,  3.82s/it]
 97%|█████████▋| 44796/46302 [47:28:26<1:35:51,  3.82s/it]
 97%|█████████▋| 44797/46302 [47:28:30<1:35:48,  3.82s/it]
 97%|█████████▋| 44798/46302 [47:28:34<1:35:43,  3.82s/it]
 97%|█████████▋| 44799/46302 [47:28:37<1:35:39,  3.82s/it]
 97%|█████████▋| 44800/46302 [47:28:41<1:35:36,  3.82s/it]
 97%|█████████▋| 44801/46302 [47:28:45<1:35:32,  3.82s/it]
 97%|█████████▋| 44802/46302 [47:28:49<1:35:28,  3.82s/it]
 97%|█████████▋| 44803/46302 [47:28:53<1:35:24,  3.82s/it]
 97%|█████████▋| 44804/46302 [47:28:57<1:35:20,  3.82s/it]
 97%|█████████▋| 44805/46302 [47:29:00<1:35:15,  3.82s/it]
 97%|█████████▋| 44806/46302 [47:29:04<1:35:12,  3.82s/it]
 97%|█████████▋| 44807/46302 [47:29:08<1:35:06,  3.82s/it]
 97%|█████████▋| 44808/46302 [47:29:12<1:35:04,  3.82s/it]
 97%|█████████▋| 44809/46302 [47:29:16<1:35:01,  3.82s/it]
 97%|█████████▋| 44810/46302 [47:29:20<1:34:58,  3.82s/it]
 97%|█████████▋| 44811/46302 [47:29:23<1:34:55,  3.82s/it]
 97%|█████████▋| 44812/46302 [47:29:27<1:34:51,  3.82s/it]
 97%|█████████▋| 44813/46302 [47:29:31<1:34:45,  3.82s/it]
 97%|█████████▋| 44814/46302 [47:29:35<1:34:41,  3.82s/it]
 97%|█████████▋| 44815/46302 [47:29:39<1:34:38,  3.82s/it]
 97%|█████████▋| 44816/46302 [47:29:42<1:34:35,  3.82s/it]
 97%|█████████▋| 44817/46302 [47:29:46<1:34:26,  3.82s/it]
 97%|█████████▋| 44818/46302 [47:29:50<1:34:25,  3.82s/it]
 97%|█████████▋| 44819/46302 [47:29:54<1:34:22,  3.82s/it]
 97%|█████████▋| 44820/46302 [47:29:58<1:34:17,  3.82s/it]
 97%|█████████▋| 44821/46302 [47:30:02<1:34:15,  3.82s/it]
 97%|█████████▋| 44822/46302 [47:30:05<1:34:05,  3.81s/it]
 97%|█████████▋| 44823/46302 [47:30:09<1:34:03,  3.82s/it]
 97%|█████████▋| 44824/46302 [47:30:13<1:34:01,  3.82s/it]
 97%|█████████▋| 44825/46302 [47:30:17<1:33:58,  3.82s/it]
 97%|█████████▋| 44826/46302 [47:30:21<1:33:54,  3.82s/it]
 97%|█████████▋| 44827/46302 [47:30:24<1:33:52,  3.82s/it]
 97%|█████████▋| 44828/46302 [47:30:28<1:33:47,  3.82s/it]
 97%|█████████▋| 44829/46302 [47:30:32<1:33:43,  3.82s/it]
 97%|█████████▋| 44830/46302 [47:30:36<1:33:37,  3.82s/it]
 97%|█████████▋| 44831/46302 [47:30:40<1:33:35,  3.82s/it]
 97%|█████████▋| 44832/46302 [47:30:43<1:33:32,  3.82s/it]
 97%|█████████▋| 44833/46302 [47:30:47<1:33:29,  3.82s/it]
 97%|█████████▋| 44834/46302 [47:30:51<1:33:25,  3.82s/it]
 97%|█████████▋| 44835/46302 [47:30:55<1:33:22,  3.82s/it]
 97%|█████████▋| 44836/46302 [47:30:59<1:33:18,  3.82s/it]
 97%|█████████▋| 44837/46302 [47:31:03<1:33:14,  3.82s/it]
 97%|█████████▋| 44838/46302 [47:31:06<1:33:09,  3.82s/it]
 97%|█████████▋| 44839/46302 [47:31:10<1:33:05,  3.82s/it]
 97%|█████████▋| 44840/46302 [47:31:14<1:33:03,  3.82s/it]
 97%|█████████▋| 44841/46302 [47:31:18<1:32:58,  3.82s/it]
 97%|█████████▋| 44842/46302 [47:31:22<1:32:55,  3.82s/it]
 97%|█████████▋| 44843/46302 [47:31:25<1:32:51,  3.82s/it]
 97%|█████████▋| 44844/46302 [47:31:29<1:32:47,  3.82s/it]
 97%|█████████▋| 44845/46302 [47:31:33<1:32:46,  3.82s/it]
 97%|█████████▋| 44846/46302 [47:31:37<1:32:41,  3.82s/it]
 97%|█████████▋| 44847/46302 [47:31:41<1:32:36,  3.82s/it]
 97%|█████████▋| 44848/46302 [47:31:45<1:32:32,  3.82s/it]
 97%|█████████▋| 44849/46302 [47:31:48<1:32:28,  3.82s/it]
 97%|█████████▋| 44850/46302 [47:31:52<1:32:24,  3.82s/it]
 97%|█████████▋| 44851/46302 [47:31:56<1:32:20,  3.82s/it]
 97%|█████████▋| 44852/46302 [47:32:00<1:32:16,  3.82s/it]
 97%|█████████▋| 44853/46302 [47:32:04<1:32:12,  3.82s/it]
 97%|█████████▋| 44854/46302 [47:32:08<1:32:09,  3.82s/it]
 97%|█████████▋| 44855/46302 [47:32:11<1:32:04,  3.82s/it]
 97%|█████████▋| 44856/46302 [47:32:15<1:32:01,  3.82s/it]
 97%|█████████▋| 44857/46302 [47:32:19<1:31:59,  3.82s/it]
 97%|█████████▋| 44858/46302 [47:32:23<1:31:53,  3.82s/it]
 97%|█████████▋| 44859/46302 [47:32:27<1:31:50,  3.82s/it]
 97%|█████████▋| 44860/46302 [47:32:30<1:31:47,  3.82s/it]
 97%|█████████▋| 44861/46302 [47:32:34<1:31:44,  3.82s/it]
 97%|█████████▋| 44862/46302 [47:32:38<1:31:40,  3.82s/it]
 97%|█████████▋| 44863/46302 [47:32:42<1:31:37,  3.82s/it]
 97%|█████████▋| 44864/46302 [47:32:46<1:31:33,  3.82s/it]
 97%|█████████▋| 44865/46302 [47:32:50<1:31:29,  3.82s/it]
 97%|█████████▋| 44866/46302 [47:32:53<1:31:24,  3.82s/it]
 97%|█████████▋| 44867/46302 [47:32:57<1:31:20,  3.82s/it]
 97%|█████████▋| 44868/46302 [47:33:01<1:31:16,  3.82s/it]
 97%|█████████▋| 44869/46302 [47:33:05<1:31:12,  3.82s/it]
 97%|█████████▋| 44870/46302 [47:33:09<1:31:08,  3.82s/it]
 97%|█████████▋| 44871/46302 [47:33:12<1:31:05,  3.82s/it]
 97%|█████████▋| 44872/46302 [47:33:16<1:31:02,  3.82s/it]
 97%|█████████▋| 44873/46302 [47:33:20<1:30:58,  3.82s/it]
 97%|█████████▋| 44874/46302 [47:33:24<1:30:54,  3.82s/it]
 97%|█████████▋| 44875/46302 [47:33:28<1:30:50,  3.82s/it]
 97%|█████████▋| 44876/46302 [47:33:32<1:30:46,  3.82s/it]
 97%|█████████▋| 44877/46302 [47:33:35<1:30:43,  3.82s/it]
 97%|█████████▋| 44878/46302 [47:33:39<1:30:38,  3.82s/it]
 97%|█████████▋| 44879/46302 [47:33:43<1:30:36,  3.82s/it]
 97%|█████████▋| 44880/46302 [47:33:47<1:30:31,  3.82s/it]
 97%|█████████▋| 44881/46302 [47:33:51<1:30:28,  3.82s/it]
 97%|█████████▋| 44882/46302 [47:33:54<1:30:23,  3.82s/it]
 97%|█████████▋| 44883/46302 [47:33:58<1:30:19,  3.82s/it]
 97%|█████████▋| 44884/46302 [47:34:02<1:30:14,  3.82s/it]
 97%|█████████▋| 44885/46302 [47:34:06<1:30:11,  3.82s/it]
 97%|█████████▋| 44886/46302 [47:34:10<1:30:07,  3.82s/it]
 97%|█████████▋| 44887/46302 [47:34:14<1:30:04,  3.82s/it]
 97%|█████████▋| 44888/46302 [47:34:17<1:30:00,  3.82s/it]
 97%|█████████▋| 44889/46302 [47:34:21<1:29:58,  3.82s/it]
 97%|█████████▋| 44890/46302 [47:34:25<1:29:52,  3.82s/it]
 97%|█████████▋| 44891/46302 [47:34:29<1:29:49,  3.82s/it]
 97%|█████████▋| 44892/46302 [47:34:33<1:29:44,  3.82s/it]
 97%|█████████▋| 44893/46302 [47:34:36<1:29:41,  3.82s/it]
 97%|█████████▋| 44894/46302 [47:34:40<1:29:37,  3.82s/it]
 97%|█████████▋| 44895/46302 [47:34:44<1:29:32,  3.82s/it]
 97%|█████████▋| 44896/46302 [47:34:48<1:29:27,  3.82s/it]
 97%|█████████▋| 44897/46302 [47:34:52<1:29:24,  3.82s/it]
 97%|█████████▋| 44898/46302 [47:34:56<1:29:22,  3.82s/it]
 97%|█████████▋| 44899/46302 [47:34:59<1:29:19,  3.82s/it]
 97%|█████████▋| 44900/46302 [47:35:03<1:29:14,  3.82s/it]
 97%|█████████▋| 44901/46302 [47:35:07<1:29:11,  3.82s/it]
 97%|█████████▋| 44902/46302 [47:35:11<1:29:06,  3.82s/it]
 97%|█████████▋| 44903/46302 [47:35:15<1:29:04,  3.82s/it]
 97%|█████████▋| 44904/46302 [47:35:18<1:29:00,  3.82s/it]
 97%|█████████▋| 44905/46302 [47:35:22<1:28:55,  3.82s/it]
 97%|█████████▋| 44906/46302 [47:35:26<1:28:50,  3.82s/it]
 97%|█████████▋| 44907/46302 [47:35:30<1:28:47,  3.82s/it]
 97%|█████████▋| 44908/46302 [47:35:34<1:28:43,  3.82s/it]
 97%|█████████▋| 44909/46302 [47:35:38<1:28:41,  3.82s/it]
 97%|█████████▋| 44910/46302 [47:35:41<1:28:36,  3.82s/it]
 97%|█████████▋| 44911/46302 [47:35:45<1:28:32,  3.82s/it]
 97%|█████████▋| 44912/46302 [47:35:49<1:28:28,  3.82s/it]
 97%|█████████▋| 44913/46302 [47:35:53<1:28:23,  3.82s/it]
 97%|█████████▋| 44914/46302 [47:35:57<1:28:20,  3.82s/it]
 97%|█████████▋| 44915/46302 [47:36:00<1:28:17,  3.82s/it]
 97%|█████████▋| 44916/46302 [47:36:04<1:28:13,  3.82s/it]
 97%|█████████▋| 44917/46302 [47:36:08<1:28:09,  3.82s/it]
 97%|█████████▋| 44918/46302 [47:36:12<1:28:05,  3.82s/it]
 97%|█████████▋| 44919/46302 [47:36:16<1:28:01,  3.82s/it]
 97%|█████████▋| 44920/46302 [47:36:20<1:27:57,  3.82s/it]
 97%|█████████▋| 44921/46302 [47:36:23<1:27:53,  3.82s/it]
 97%|█████████▋| 44922/46302 [47:36:27<1:27:49,  3.82s/it]
 97%|█████████▋| 44923/46302 [47:36:31<1:27:45,  3.82s/it]
 97%|█████████▋| 44924/46302 [47:36:35<1:27:41,  3.82s/it]
 97%|█████████▋| 44925/46302 [47:36:39<1:27:37,  3.82s/it]
 97%|█████████▋| 44926/46302 [47:36:42<1:27:33,  3.82s/it]
 97%|█████████▋| 44927/46302 [47:36:46<1:27:30,  3.82s/it]
 97%|█████████▋| 44928/46302 [47:36:50<1:27:26,  3.82s/it]
 97%|█████████▋| 44929/46302 [47:36:54<1:27:23,  3.82s/it]
 97%|█████████▋| 44930/46302 [47:36:58<1:27:18,  3.82s/it]
 97%|█████████▋| 44931/46302 [47:37:02<1:27:14,  3.82s/it]
 97%|█████████▋| 44932/46302 [47:37:05<1:27:12,  3.82s/it]
 97%|█████████▋| 44933/46302 [47:37:09<1:27:07,  3.82s/it]
 97%|█████████▋| 44934/46302 [47:37:13<1:27:03,  3.82s/it]
 97%|█████████▋| 44935/46302 [47:37:17<1:26:59,  3.82s/it]
 97%|█████████▋| 44936/46302 [47:37:21<1:26:56,  3.82s/it]
 97%|█████████▋| 44937/46302 [47:37:24<1:26:51,  3.82s/it]
 97%|█████████▋| 44938/46302 [47:37:28<1:26:47,  3.82s/it]
 97%|█████████▋| 44939/46302 [47:37:32<1:26:45,  3.82s/it]
 97%|█████████▋| 44940/46302 [47:37:36<1:26:41,  3.82s/it]
 97%|█████████▋| 44941/46302 [47:37:40<1:26:37,  3.82s/it]
 97%|█████████▋| 44942/46302 [47:37:44<1:26:32,  3.82s/it]
 97%|█████████▋| 44943/46302 [47:37:47<1:26:27,  3.82s/it]
 97%|█████████▋| 44944/46302 [47:37:51<1:26:25,  3.82s/it]
 97%|█████████▋| 44945/46302 [47:37:55<1:26:22,  3.82s/it]
 97%|█████████▋| 44946/46302 [47:37:59<1:26:17,  3.82s/it]
 97%|█████████▋| 44947/46302 [47:38:03<1:26:13,  3.82s/it]
 97%|█████████▋| 44948/46302 [47:38:06<1:26:09,  3.82s/it]
 97%|█████████▋| 44949/46302 [47:38:10<1:26:06,  3.82s/it]
 97%|█████████▋| 44950/46302 [47:38:14<1:26:02,  3.82s/it]
 97%|█████████▋| 44951/46302 [47:38:18<1:25:57,  3.82s/it]
 97%|█████████▋| 44952/46302 [47:38:22<1:25:54,  3.82s/it]
 97%|█████████▋| 44953/46302 [47:38:26<1:25:50,  3.82s/it]
 97%|█████████▋| 44954/46302 [47:38:29<1:25:47,  3.82s/it]
 97%|█████████▋| 44955/46302 [47:38:33<1:25:44,  3.82s/it]
 97%|█████████▋| 44956/46302 [47:38:37<1:25:39,  3.82s/it]
 97%|█████████▋| 44957/46302 [47:38:41<1:25:37,  3.82s/it]
 97%|█████████▋| 44958/46302 [47:38:45<1:25:33,  3.82s/it]
 97%|█████████▋| 44959/46302 [47:38:48<1:25:28,  3.82s/it]
 97%|█████████▋| 44960/46302 [47:38:52<1:25:24,  3.82s/it]
 97%|█████████▋| 44961/46302 [47:38:56<1:25:21,  3.82s/it]
 97%|█████████▋| 44962/46302 [47:39:00<1:25:17,  3.82s/it]
 97%|█████████▋| 44963/46302 [47:39:04<1:25:13,  3.82s/it]
 97%|█████████▋| 44964/46302 [47:39:08<1:25:09,  3.82s/it]
 97%|█████████▋| 44965/46302 [47:39:11<1:25:06,  3.82s/it]
 97%|█████████▋| 44966/46302 [47:39:15<1:25:03,  3.82s/it]
 97%|█████████▋| 44967/46302 [47:39:19<1:24:58,  3.82s/it]
 97%|█████████▋| 44968/46302 [47:39:23<1:24:54,  3.82s/it]
 97%|█████████▋| 44969/46302 [47:39:27<1:24:52,  3.82s/it]
 97%|█████████▋| 44970/46302 [47:39:31<1:24:49,  3.82s/it]
 97%|█████████▋| 44971/46302 [47:39:34<1:24:45,  3.82s/it]
 97%|█████████▋| 44972/46302 [47:39:38<1:24:41,  3.82s/it]
 97%|█████████▋| 44973/46302 [47:39:42<1:24:37,  3.82s/it]
 97%|█████████▋| 44974/46302 [47:39:46<1:24:33,  3.82s/it]
 97%|█████████▋| 44975/46302 [47:39:50<1:24:28,  3.82s/it]
 97%|█████████▋| 44976/46302 [47:39:53<1:24:23,  3.82s/it]
 97%|█████████▋| 44977/46302 [47:39:57<1:24:20,  3.82s/it]
 97%|█████████▋| 44978/46302 [47:40:01<1:24:17,  3.82s/it]
 97%|█████████▋| 44979/46302 [47:40:05<1:24:14,  3.82s/it]
 97%|█████████▋| 44980/46302 [47:40:09<1:24:10,  3.82s/it]
 97%|█████████▋| 44981/46302 [47:40:13<1:24:05,  3.82s/it]
 97%|█████████▋| 44982/46302 [47:40:16<1:24:02,  3.82s/it]
 97%|█████████▋| 44983/46302 [47:40:20<1:23:59,  3.82s/it]
 97%|█████████▋| 44984/46302 [47:40:24<1:23:55,  3.82s/it]
 97%|█████████▋| 44985/46302 [47:40:28<1:23:49,  3.82s/it]
 97%|█████████▋| 44986/46302 [47:40:32<1:23:45,  3.82s/it]
 97%|█████████▋| 44987/46302 [47:40:35<1:23:38,  3.82s/it]
 97%|█████████▋| 44988/46302 [47:40:39<1:23:34,  3.82s/it]
 97%|█████████▋| 44989/46302 [47:40:43<1:23:32,  3.82s/it]
 97%|█████████▋| 44990/46302 [47:40:47<1:23:28,  3.82s/it]
 97%|█████████▋| 44991/46302 [47:40:51<1:23:26,  3.82s/it]
 97%|█████████▋| 44992/46302 [47:40:55<1:23:20,  3.82s/it]
 97%|█████████▋| 44993/46302 [47:40:58<1:23:18,  3.82s/it]
 97%|█████████▋| 44994/46302 [47:41:02<1:23:15,  3.82s/it]
 97%|█████████▋| 44995/46302 [47:41:06<1:23:11,  3.82s/it]
 97%|█████████▋| 44996/46302 [47:41:10<1:23:07,  3.82s/it]
 97%|█████████▋| 44997/46302 [47:41:14<1:23:03,  3.82s/it]
 97%|█████████▋| 44998/46302 [47:41:17<1:22:59,  3.82s/it]
 97%|█████████▋| 44999/46302 [47:41:21<1:22:57,  3.82s/it]
 97%|█████████▋| 45000/46302 [47:41:25<1:22:54,  3.82s/it]
                                                          
{'loss': 3.0548, 'learning_rate': 0.00014370226480067106, 'epoch': 0.97}

 97%|█████████▋| 45000/46302 [47:41:25<1:22:54,  3.82s/it][INFO|trainer.py:2895] 2024-01-13 20:16:49,340 >> Saving model checkpoint to ./training_bilingual/tmp-checkpoint-45000
[INFO|configuration_utils.py:483] 2024-01-13 20:16:49,341 >> Configuration saved in ./training_bilingual/tmp-checkpoint-45000/config.json
[INFO|configuration_utils.py:594] 2024-01-13 20:16:49,341 >> Configuration saved in ./training_bilingual/tmp-checkpoint-45000/generation_config.json
[INFO|modeling_utils.py:2413] 2024-01-13 20:16:50,008 >> Model weights saved in ./training_bilingual/tmp-checkpoint-45000/model.safetensors
[INFO|tokenization_utils_base.py:2432] 2024-01-13 20:16:50,009 >> tokenizer config file saved in ./training_bilingual/tmp-checkpoint-45000/tokenizer_config.json
[INFO|tokenization_utils_base.py:2441] 2024-01-13 20:16:50,009 >> Special tokens file saved in ./training_bilingual/tmp-checkpoint-45000/special_tokens_map.json

 97%|█████████▋| 45001/46302 [47:41:31<1:33:37,  4.32s/it]
 97%|█████████▋| 45002/46302 [47:41:34<1:30:16,  4.17s/it]
 97%|█████████▋| 45003/46302 [47:41:38<1:27:54,  4.06s/it]
 97%|█████████▋| 45004/46302 [47:41:42<1:26:14,  3.99s/it]
 97%|█████████▋| 45005/46302 [47:41:46<1:25:05,  3.94s/it]
 97%|█████████▋| 45006/46302 [47:41:50<1:24:15,  3.90s/it]
 97%|█████████▋| 45007/46302 [47:41:53<1:23:39,  3.88s/it]
 97%|█████████▋| 45008/46302 [47:41:57<1:23:12,  3.86s/it]
 97%|█████████▋| 45009/46302 [47:42:01<1:22:52,  3.85s/it]
 97%|█████████▋| 45010/46302 [47:42:05<1:22:38,  3.84s/it]
 97%|█████████▋| 45011/46302 [47:42:09<1:22:27,  3.83s/it]
 97%|█████████▋| 45012/46302 [47:42:13<1:22:18,  3.83s/it]
 97%|█████████▋| 45013/46302 [47:42:16<1:22:12,  3.83s/it]
 97%|█████████▋| 45014/46302 [47:42:20<1:22:06,  3.82s/it]
 97%|█████████▋| 45015/46302 [47:42:24<1:22:01,  3.82s/it]
 97%|█████████▋| 45016/46302 [47:42:28<1:21:55,  3.82s/it]
 97%|█████████▋| 45017/46302 [47:42:32<1:21:51,  3.82s/it]
 97%|█████████▋| 45018/46302 [47:42:35<1:21:47,  3.82s/it]
 97%|█████████▋| 45019/46302 [47:42:39<1:21:42,  3.82s/it]
 97%|█████████▋| 45020/46302 [47:42:43<1:21:40,  3.82s/it]
 97%|█████████▋| 45021/46302 [47:42:47<1:21:36,  3.82s/it]
 97%|█████████▋| 45022/46302 [47:42:51<1:21:32,  3.82s/it]
 97%|█████████▋| 45023/46302 [47:42:55<1:21:27,  3.82s/it]
 97%|█████████▋| 45024/46302 [47:42:58<1:21:23,  3.82s/it]
 97%|█████████▋| 45025/46302 [47:43:02<1:21:20,  3.82s/it]
 97%|█████████▋| 45026/46302 [47:43:06<1:21:18,  3.82s/it]
 97%|█████████▋| 45027/46302 [47:43:10<1:21:15,  3.82s/it]
 97%|█████████▋| 45028/46302 [47:43:14<1:21:12,  3.82s/it]
 97%|█████████▋| 45029/46302 [47:43:18<1:21:07,  3.82s/it]
 97%|█████████▋| 45030/46302 [47:43:21<1:21:02,  3.82s/it]
 97%|█████████▋| 45031/46302 [47:43:25<1:20:58,  3.82s/it]
 97%|█████████▋| 45032/46302 [47:43:29<1:20:55,  3.82s/it]
 97%|█████████▋| 45033/46302 [47:43:33<1:20:49,  3.82s/it]
 97%|█████████▋| 45034/46302 [47:43:37<1:20:45,  3.82s/it]
 97%|█████████▋| 45035/46302 [47:43:40<1:20:41,  3.82s/it]
 97%|█████████▋| 45036/46302 [47:43:44<1:20:37,  3.82s/it]
 97%|█████████▋| 45037/46302 [47:43:48<1:20:31,  3.82s/it]
 97%|█████████▋| 45038/46302 [47:43:52<1:20:28,  3.82s/it]
 97%|█████████▋| 45039/46302 [47:43:56<1:20:24,  3.82s/it]
 97%|█████████▋| 45040/46302 [47:44:00<1:20:21,  3.82s/it]
 97%|█████████▋| 45041/46302 [47:44:03<1:20:17,  3.82s/it]
 97%|█████████▋| 45042/46302 [47:44:07<1:20:13,  3.82s/it]
 97%|█████████▋| 45043/46302 [47:44:11<1:20:09,  3.82s/it]
 97%|█████████▋| 45044/46302 [47:44:15<1:20:05,  3.82s/it]
 97%|█████████▋| 45045/46302 [47:44:19<1:20:01,  3.82s/it]
 97%|█████████▋| 45046/46302 [47:44:22<1:19:59,  3.82s/it]
 97%|█████████▋| 45047/46302 [47:44:26<1:19:56,  3.82s/it]
 97%|█████████▋| 45048/46302 [47:44:30<1:19:51,  3.82s/it]
 97%|█████████▋| 45049/46302 [47:44:34<1:19:47,  3.82s/it]
 97%|█████████▋| 45050/46302 [47:44:38<1:19:42,  3.82s/it]
 97%|█████████▋| 45051/46302 [47:44:42<1:19:38,  3.82s/it]
 97%|█████████▋| 45052/46302 [47:44:45<1:19:34,  3.82s/it]
 97%|█████████▋| 45053/46302 [47:44:49<1:19:30,  3.82s/it]
 97%|█████████▋| 45054/46302 [47:44:53<1:19:28,  3.82s/it]
 97%|█████████▋| 45055/46302 [47:44:57<1:19:23,  3.82s/it]
 97%|█████████▋| 45056/46302 [47:45:01<1:19:19,  3.82s/it]
 97%|█████████▋| 45057/46302 [47:45:05<1:19:18,  3.82s/it]
 97%|█████████▋| 45058/46302 [47:45:08<1:19:14,  3.82s/it]
 97%|█████████▋| 45059/46302 [47:45:12<1:19:10,  3.82s/it]
 97%|█████████▋| 45060/46302 [47:45:16<1:19:06,  3.82s/it]
 97%|█████████▋| 45061/46302 [47:45:20<1:19:02,  3.82s/it]
 97%|█████████▋| 45062/46302 [47:45:24<1:18:59,  3.82s/it]
 97%|█████████▋| 45063/46302 [47:45:27<1:18:54,  3.82s/it]
 97%|█████████▋| 45064/46302 [47:45:31<1:18:50,  3.82s/it]
 97%|█████████▋| 45065/46302 [47:45:35<1:18:45,  3.82s/it]
 97%|█████████▋| 45066/46302 [47:45:39<1:18:42,  3.82s/it]
 97%|█████████▋| 45067/46302 [47:45:43<1:18:38,  3.82s/it]
 97%|█████████▋| 45068/46302 [47:45:47<1:18:33,  3.82s/it]
 97%|█████████▋| 45069/46302 [47:45:50<1:18:30,  3.82s/it]
 97%|█████████▋| 45070/46302 [47:45:54<1:18:27,  3.82s/it]
 97%|█████████▋| 45071/46302 [47:45:58<1:18:23,  3.82s/it]
 97%|█████████▋| 45072/46302 [47:46:02<1:18:18,  3.82s/it]
 97%|█████████▋| 45073/46302 [47:46:06<1:18:16,  3.82s/it]
 97%|█████████▋| 45074/46302 [47:46:09<1:18:12,  3.82s/it]
 97%|█████████▋| 45075/46302 [47:46:13<1:18:07,  3.82s/it]
 97%|█████████▋| 45076/46302 [47:46:17<1:18:03,  3.82s/it]
 97%|█████████▋| 45077/46302 [47:46:21<1:17:58,  3.82s/it]
 97%|█████████▋| 45078/46302 [47:46:25<1:17:54,  3.82s/it]
 97%|█████████▋| 45079/46302 [47:46:29<1:17:49,  3.82s/it]
 97%|█████████▋| 45080/46302 [47:46:32<1:17:46,  3.82s/it]
 97%|█████████▋| 45081/46302 [47:46:36<1:17:42,  3.82s/it]
 97%|█████████▋| 45082/46302 [47:46:40<1:17:39,  3.82s/it]
 97%|█████████▋| 45083/46302 [47:46:44<1:17:35,  3.82s/it]
 97%|█████████▋| 45084/46302 [47:46:48<1:17:32,  3.82s/it]
 97%|█████████▋| 45085/46302 [47:46:51<1:17:29,  3.82s/it]
 97%|█████████▋| 45086/46302 [47:46:55<1:17:25,  3.82s/it]
 97%|█████████▋| 45087/46302 [47:46:59<1:17:21,  3.82s/it]
 97%|█████████▋| 45088/46302 [47:47:03<1:17:16,  3.82s/it]
 97%|█████████▋| 45089/46302 [47:47:07<1:17:12,  3.82s/it]
 97%|█████████▋| 45090/46302 [47:47:11<1:17:10,  3.82s/it]
 97%|█████████▋| 45091/46302 [47:47:14<1:17:06,  3.82s/it]
 97%|█████████▋| 45092/46302 [47:47:18<1:17:02,  3.82s/it]
 97%|█████████▋| 45093/46302 [47:47:22<1:16:58,  3.82s/it]
 97%|█████████▋| 45094/46302 [47:47:26<1:16:56,  3.82s/it]
 97%|█████████▋| 45095/46302 [47:47:30<1:16:52,  3.82s/it]
 97%|█████████▋| 45096/46302 [47:47:34<1:16:49,  3.82s/it]
 97%|█████████▋| 45097/46302 [47:47:37<1:16:45,  3.82s/it]
 97%|█████████▋| 45098/46302 [47:47:41<1:16:41,  3.82s/it]
 97%|█████████▋| 45099/46302 [47:47:45<1:16:37,  3.82s/it]
 97%|█████████▋| 45100/46302 [47:47:49<1:16:34,  3.82s/it]
 97%|█████████▋| 45101/46302 [47:47:53<1:16:29,  3.82s/it]
 97%|█████████▋| 45102/46302 [47:47:56<1:16:25,  3.82s/it]
 97%|█████████▋| 45103/46302 [47:48:00<1:16:21,  3.82s/it]
 97%|█████████▋| 45104/46302 [47:48:04<1:16:16,  3.82s/it]
 97%|█████████▋| 45105/46302 [47:48:08<1:16:12,  3.82s/it]
 97%|█████████▋| 45106/46302 [47:48:12<1:16:09,  3.82s/it]
 97%|█████████▋| 45107/46302 [47:48:16<1:16:05,  3.82s/it]
 97%|█████████▋| 45108/46302 [47:48:19<1:16:01,  3.82s/it]
 97%|█████████▋| 45109/46302 [47:48:23<1:15:56,  3.82s/it]
 97%|█████████▋| 45110/46302 [47:48:27<1:15:53,  3.82s/it]
 97%|█████████▋| 45111/46302 [47:48:31<1:15:50,  3.82s/it]
 97%|█████████▋| 45112/46302 [47:48:35<1:15:45,  3.82s/it]
 97%|█████████▋| 45113/46302 [47:48:38<1:15:42,  3.82s/it]
 97%|█████████▋| 45114/46302 [47:48:42<1:15:38,  3.82s/it]
 97%|█████████▋| 45115/46302 [47:48:46<1:15:34,  3.82s/it]
 97%|█████████▋| 45116/46302 [47:48:50<1:15:31,  3.82s/it]
 97%|█████████▋| 45117/46302 [47:48:54<1:15:27,  3.82s/it]
 97%|█████████▋| 45118/46302 [47:48:58<1:15:23,  3.82s/it]
 97%|█████████▋| 45119/46302 [47:49:01<1:15:20,  3.82s/it]
 97%|█████████▋| 45120/46302 [47:49:05<1:15:15,  3.82s/it]
 97%|█████████▋| 45121/46302 [47:49:09<1:15:11,  3.82s/it]
 97%|█████████▋| 45122/46302 [47:49:13<1:15:07,  3.82s/it]
 97%|█████████▋| 45123/46302 [47:49:17<1:15:04,  3.82s/it]
 97%|█████████▋| 45124/46302 [47:49:20<1:15:01,  3.82s/it]
 97%|█████████▋| 45125/46302 [47:49:24<1:14:55,  3.82s/it]
 97%|█████████▋| 45126/46302 [47:49:28<1:14:51,  3.82s/it]
 97%|█████████▋| 45127/46302 [47:49:32<1:14:47,  3.82s/it]
 97%|█████████▋| 45128/46302 [47:49:36<1:14:44,  3.82s/it]
 97%|█████████▋| 45129/46302 [47:49:40<1:14:40,  3.82s/it]
 97%|█████████▋| 45130/46302 [47:49:43<1:14:37,  3.82s/it]
 97%|█████████▋| 45131/46302 [47:49:47<1:14:33,  3.82s/it]
 97%|█████████▋| 45132/46302 [47:49:51<1:14:30,  3.82s/it]
 97%|█████████▋| 45133/46302 [47:49:55<1:14:26,  3.82s/it]
 97%|█████████▋| 45134/46302 [47:49:59<1:14:22,  3.82s/it]
 97%|█████████▋| 45135/46302 [47:50:03<1:14:18,  3.82s/it]
 97%|█████████▋| 45136/46302 [47:50:06<1:14:15,  3.82s/it]
 97%|█████████▋| 45137/46302 [47:50:10<1:14:11,  3.82s/it]
 97%|█████████▋| 45138/46302 [47:50:14<1:14:07,  3.82s/it]
 97%|█████████▋| 45139/46302 [47:50:18<1:14:03,  3.82s/it]
 97%|█████████▋| 45140/46302 [47:50:22<1:14:00,  3.82s/it]
 97%|█████████▋| 45141/46302 [47:50:25<1:13:56,  3.82s/it]
 97%|█████████▋| 45142/46302 [47:50:29<1:13:51,  3.82s/it]
 97%|█████████▋| 45143/46302 [47:50:33<1:13:48,  3.82s/it]
 97%|█████████▋| 45144/46302 [47:50:37<1:13:44,  3.82s/it]
 98%|█████████▊| 45145/46302 [47:50:41<1:13:40,  3.82s/it]
 98%|█████████▊| 45146/46302 [47:50:45<1:13:36,  3.82s/it]
 98%|█████████▊| 45147/46302 [47:50:48<1:13:32,  3.82s/it]
 98%|█████████▊| 45148/46302 [47:50:52<1:13:28,  3.82s/it]
 98%|█████████▊| 45149/46302 [47:50:56<1:13:24,  3.82s/it]
 98%|█████████▊| 45150/46302 [47:51:00<1:13:21,  3.82s/it]
 98%|█████████▊| 45151/46302 [47:51:04<1:13:17,  3.82s/it]
 98%|█████████▊| 45152/46302 [47:51:07<1:13:13,  3.82s/it]
 98%|█████████▊| 45153/46302 [47:51:11<1:13:09,  3.82s/it]
 98%|█████████▊| 45154/46302 [47:51:15<1:13:05,  3.82s/it]
 98%|█████████▊| 45155/46302 [47:51:19<1:13:02,  3.82s/it]
 98%|█████████▊| 45156/46302 [47:51:23<1:12:58,  3.82s/it]
 98%|█████████▊| 45157/46302 [47:51:27<1:12:54,  3.82s/it]
 98%|█████████▊| 45158/46302 [47:51:30<1:12:49,  3.82s/it]
 98%|█████████▊| 45159/46302 [47:51:34<1:12:46,  3.82s/it]
 98%|█████████▊| 45160/46302 [47:51:38<1:12:42,  3.82s/it]
 98%|█████████▊| 45161/46302 [47:51:42<1:12:38,  3.82s/it]
 98%|█████████▊| 45162/46302 [47:51:46<1:12:35,  3.82s/it]
 98%|█████████▊| 45163/46302 [47:51:49<1:12:31,  3.82s/it]
 98%|█████████▊| 45164/46302 [47:51:53<1:12:26,  3.82s/it]
 98%|█████████▊| 45165/46302 [47:51:57<1:12:20,  3.82s/it]
 98%|█████████▊| 45166/46302 [47:52:01<1:12:17,  3.82s/it]
 98%|█████████▊| 45167/46302 [47:52:05<1:12:14,  3.82s/it]
 98%|█████████▊| 45168/46302 [47:52:09<1:12:10,  3.82s/it]
 98%|█████████▊| 45169/46302 [47:52:12<1:12:06,  3.82s/it]
 98%|█████████▊| 45170/46302 [47:52:16<1:12:02,  3.82s/it]
 98%|█████████▊| 45171/46302 [47:52:20<1:11:57,  3.82s/it]
 98%|█████████▊| 45172/46302 [47:52:24<1:11:55,  3.82s/it]
 98%|█████████▊| 45173/46302 [47:52:28<1:11:52,  3.82s/it]
 98%|█████████▊| 45174/46302 [47:52:31<1:11:46,  3.82s/it]
 98%|█████████▊| 45175/46302 [47:52:35<1:11:41,  3.82s/it]
 98%|█████████▊| 45176/46302 [47:52:39<1:11:37,  3.82s/it]
 98%|█████████▊| 45177/46302 [47:52:43<1:11:34,  3.82s/it]
 98%|█████████▊| 45178/46302 [47:52:47<1:11:30,  3.82s/it]
 98%|█████████▊| 45179/46302 [47:52:51<1:11:27,  3.82s/it]
 98%|█████████▊| 45180/46302 [47:52:54<1:11:24,  3.82s/it]
 98%|█████████▊| 45181/46302 [47:52:58<1:11:20,  3.82s/it]
 98%|█████████▊| 45182/46302 [47:53:02<1:11:16,  3.82s/it]
 98%|█████████▊| 45183/46302 [47:53:06<1:11:13,  3.82s/it]
 98%|█████████▊| 45184/46302 [47:53:10<1:11:10,  3.82s/it]
 98%|█████████▊| 45185/46302 [47:53:13<1:11:04,  3.82s/it]
 98%|█████████▊| 45186/46302 [47:53:17<1:11:02,  3.82s/it]
 98%|█████████▊| 45187/46302 [47:53:21<1:10:59,  3.82s/it]
 98%|█████████▊| 45188/46302 [47:53:25<1:10:54,  3.82s/it]
 98%|█████████▊| 45189/46302 [47:53:29<1:10:50,  3.82s/it]
 98%|█████████▊| 45190/46302 [47:53:33<1:10:46,  3.82s/it]
 98%|█████████▊| 45191/46302 [47:53:36<1:10:42,  3.82s/it]
 98%|█████████▊| 45192/46302 [47:53:40<1:10:39,  3.82s/it]
 98%|█████████▊| 45193/46302 [47:53:44<1:10:33,  3.82s/it]
 98%|█████████▊| 45194/46302 [47:53:48<1:10:30,  3.82s/it]
 98%|█████████▊| 45195/46302 [47:53:52<1:10:27,  3.82s/it]
 98%|█████████▊| 45196/46302 [47:53:55<1:10:22,  3.82s/it]
 98%|█████████▊| 45197/46302 [47:53:59<1:10:20,  3.82s/it]
 98%|█████████▊| 45198/46302 [47:54:03<1:10:17,  3.82s/it]
 98%|█████████▊| 45199/46302 [47:54:07<1:10:13,  3.82s/it]
 98%|█████████▊| 45200/46302 [47:54:11<1:10:09,  3.82s/it]
 98%|█████████▊| 45201/46302 [47:54:15<1:10:06,  3.82s/it]
 98%|█████████▊| 45202/46302 [47:54:18<1:10:01,  3.82s/it]
 98%|█████████▊| 45203/46302 [47:54:22<1:09:57,  3.82s/it]
 98%|█████████▊| 45204/46302 [47:54:26<1:09:52,  3.82s/it]
 98%|█████████▊| 45205/46302 [47:54:30<1:09:49,  3.82s/it]
 98%|█████████▊| 45206/46302 [47:54:34<1:09:47,  3.82s/it]
 98%|█████████▊| 45207/46302 [47:54:38<1:09:42,  3.82s/it]
 98%|█████████▊| 45208/46302 [47:54:41<1:09:39,  3.82s/it]
 98%|█████████▊| 45209/46302 [47:54:45<1:09:35,  3.82s/it]
 98%|█████████▊| 45210/46302 [47:54:49<1:09:31,  3.82s/it]
 98%|█████████▊| 45211/46302 [47:54:53<1:09:26,  3.82s/it]
 98%|█████████▊| 45212/46302 [47:54:57<1:09:22,  3.82s/it]
 98%|█████████▊| 45213/46302 [47:55:00<1:09:19,  3.82s/it]
 98%|█████████▊| 45214/46302 [47:55:04<1:09:14,  3.82s/it]
 98%|█████████▊| 45215/46302 [47:55:08<1:09:12,  3.82s/it]
 98%|█████████▊| 45216/46302 [47:55:12<1:09:09,  3.82s/it]
 98%|█████████▊| 45217/46302 [47:55:16<1:09:04,  3.82s/it]
 98%|█████████▊| 45218/46302 [47:55:20<1:09:00,  3.82s/it]
 98%|█████████▊| 45219/46302 [47:55:23<1:08:57,  3.82s/it]
 98%|█████████▊| 45220/46302 [47:55:27<1:08:54,  3.82s/it]
 98%|█████████▊| 45221/46302 [47:55:31<1:08:50,  3.82s/it]
 98%|█████████▊| 45222/46302 [47:55:35<1:08:46,  3.82s/it]
 98%|█████████▊| 45223/46302 [47:55:39<1:08:41,  3.82s/it]
 98%|█████████▊| 45224/46302 [47:55:42<1:08:37,  3.82s/it]
 98%|█████████▊| 45225/46302 [47:55:46<1:08:33,  3.82s/it]
 98%|█████████▊| 45226/46302 [47:55:50<1:08:30,  3.82s/it]
 98%|█████████▊| 45227/46302 [47:55:54<1:08:28,  3.82s/it]
 98%|█████████▊| 45228/46302 [47:55:58<1:08:25,  3.82s/it]
 98%|█████████▊| 45229/46302 [47:56:02<1:08:20,  3.82s/it]
 98%|█████████▊| 45230/46302 [47:56:05<1:08:16,  3.82s/it]
 98%|█████████▊| 45231/46302 [47:56:09<1:08:13,  3.82s/it]
 98%|█████████▊| 45232/46302 [47:56:13<1:08:08,  3.82s/it]
 98%|█████████▊| 45233/46302 [47:56:17<1:08:05,  3.82s/it]
 98%|█████████▊| 45234/46302 [47:56:21<1:08:02,  3.82s/it]
 98%|█████████▊| 45235/46302 [47:56:24<1:07:58,  3.82s/it]
 98%|█████████▊| 45236/46302 [47:56:28<1:07:53,  3.82s/it]
 98%|█████████▊| 45237/46302 [47:56:32<1:07:49,  3.82s/it]
 98%|█████████▊| 45238/46302 [47:56:36<1:07:45,  3.82s/it]
 98%|█████████▊| 45239/46302 [47:56:40<1:07:41,  3.82s/it]
 98%|█████████▊| 45240/46302 [47:56:44<1:07:38,  3.82s/it]
 98%|█████████▊| 45241/46302 [47:56:47<1:07:35,  3.82s/it]
 98%|█████████▊| 45242/46302 [47:56:51<1:07:31,  3.82s/it]
 98%|█████████▊| 45243/46302 [47:56:55<1:07:26,  3.82s/it]
 98%|█████████▊| 45244/46302 [47:56:59<1:07:22,  3.82s/it]
 98%|█████████▊| 45245/46302 [47:57:03<1:07:19,  3.82s/it]
 98%|█████████▊| 45246/46302 [47:57:07<1:07:15,  3.82s/it]
 98%|█████████▊| 45247/46302 [47:57:10<1:07:11,  3.82s/it]
 98%|█████████▊| 45248/46302 [47:57:14<1:07:07,  3.82s/it]
 98%|█████████▊| 45249/46302 [47:57:18<1:07:04,  3.82s/it]
 98%|█████████▊| 45250/46302 [47:57:22<1:07:00,  3.82s/it]
 98%|█████████▊| 45251/46302 [47:57:26<1:06:56,  3.82s/it]
 98%|█████████▊| 45252/46302 [47:57:29<1:06:52,  3.82s/it]
 98%|█████████▊| 45253/46302 [47:57:33<1:06:48,  3.82s/it]
 98%|█████████▊| 45254/46302 [47:57:37<1:06:45,  3.82s/it]
 98%|█████████▊| 45255/46302 [47:57:41<1:06:42,  3.82s/it]
 98%|█████████▊| 45256/46302 [47:57:45<1:06:38,  3.82s/it]
 98%|█████████▊| 45257/46302 [47:57:49<1:06:34,  3.82s/it]
 98%|█████████▊| 45258/46302 [47:57:52<1:06:30,  3.82s/it]
 98%|█████████▊| 45259/46302 [47:57:56<1:06:25,  3.82s/it]
 98%|█████████▊| 45260/46302 [47:58:00<1:06:21,  3.82s/it]
 98%|█████████▊| 45261/46302 [47:58:04<1:06:16,  3.82s/it]
 98%|█████████▊| 45262/46302 [47:58:08<1:06:13,  3.82s/it]
 98%|█████████▊| 45263/46302 [47:58:11<1:06:10,  3.82s/it]
 98%|█████████▊| 45264/46302 [47:58:15<1:06:06,  3.82s/it]
 98%|█████████▊| 45265/46302 [47:58:19<1:06:03,  3.82s/it]
 98%|█████████▊| 45266/46302 [47:58:23<1:06:00,  3.82s/it]
 98%|█████████▊| 45267/46302 [47:58:27<1:05:56,  3.82s/it]
 98%|█████████▊| 45268/46302 [47:58:31<1:05:52,  3.82s/it]
 98%|█████████▊| 45269/46302 [47:58:34<1:05:48,  3.82s/it]
 98%|█████████▊| 45270/46302 [47:58:38<1:05:44,  3.82s/it]
 98%|█████████▊| 45271/46302 [47:58:42<1:05:40,  3.82s/it]
 98%|█████████▊| 45272/46302 [47:58:46<1:05:36,  3.82s/it]
 98%|█████████▊| 45273/46302 [47:58:50<1:05:32,  3.82s/it]
 98%|█████████▊| 45274/46302 [47:58:54<1:05:27,  3.82s/it]
 98%|█████████▊| 45275/46302 [47:58:57<1:05:24,  3.82s/it]
 98%|█████████▊| 45276/46302 [47:59:01<1:05:20,  3.82s/it]
 98%|█████████▊| 45277/46302 [47:59:05<1:05:17,  3.82s/it]
 98%|█████████▊| 45278/46302 [47:59:09<1:05:13,  3.82s/it]
 98%|█████████▊| 45279/46302 [47:59:13<1:05:10,  3.82s/it]
 98%|█████████▊| 45280/46302 [47:59:16<1:05:06,  3.82s/it]
 98%|█████████▊| 45281/46302 [47:59:20<1:05:02,  3.82s/it]
 98%|█████████▊| 45282/46302 [47:59:24<1:04:59,  3.82s/it]
 98%|█████████▊| 45283/46302 [47:59:28<1:04:55,  3.82s/it]
 98%|█████████▊| 45284/46302 [47:59:32<1:04:51,  3.82s/it]
 98%|█████████▊| 45285/46302 [47:59:36<1:04:47,  3.82s/it]
 98%|█████████▊| 45286/46302 [47:59:39<1:04:44,  3.82s/it]
 98%|█████████▊| 45287/46302 [47:59:43<1:04:40,  3.82s/it]
 98%|█████████▊| 45288/46302 [47:59:47<1:04:35,  3.82s/it]
 98%|█████████▊| 45289/46302 [47:59:51<1:04:31,  3.82s/it]
 98%|█████████▊| 45290/46302 [47:59:55<1:04:27,  3.82s/it]
 98%|█████████▊| 45291/46302 [47:59:59<1:04:24,  3.82s/it]
 98%|█████████▊| 45292/46302 [48:00:02<1:04:20,  3.82s/it]
 98%|█████████▊| 45293/46302 [48:00:06<1:04:16,  3.82s/it]
 98%|█████████▊| 45294/46302 [48:00:10<1:04:12,  3.82s/it]
 98%|█████████▊| 45295/46302 [48:00:14<1:04:07,  3.82s/it]
 98%|█████████▊| 45296/46302 [48:00:18<1:04:04,  3.82s/it]
 98%|█████████▊| 45297/46302 [48:00:21<1:03:59,  3.82s/it]
 98%|█████████▊| 45298/46302 [48:00:25<1:03:55,  3.82s/it]
 98%|█████████▊| 45299/46302 [48:00:29<1:03:52,  3.82s/it]
 98%|█████████▊| 45300/46302 [48:00:33<1:03:48,  3.82s/it]
 98%|█████████▊| 45301/46302 [48:00:37<1:03:45,  3.82s/it]
 98%|█████████▊| 45302/46302 [48:00:41<1:03:41,  3.82s/it]
 98%|█████████▊| 45303/46302 [48:00:44<1:03:37,  3.82s/it]
 98%|█████████▊| 45304/46302 [48:00:48<1:03:33,  3.82s/it]
 98%|█████████▊| 45305/46302 [48:00:52<1:03:28,  3.82s/it]
 98%|█████████▊| 45306/46302 [48:00:56<1:03:24,  3.82s/it]
 98%|█████████▊| 45307/46302 [48:01:00<1:03:21,  3.82s/it]
 98%|█████████▊| 45308/46302 [48:01:03<1:03:17,  3.82s/it]
 98%|█████████▊| 45309/46302 [48:01:07<1:03:14,  3.82s/it]
 98%|█████████▊| 45310/46302 [48:01:11<1:03:10,  3.82s/it]
 98%|█████████▊| 45311/46302 [48:01:15<1:03:07,  3.82s/it]
 98%|█████████▊| 45312/46302 [48:01:19<1:03:03,  3.82s/it]
 98%|█████████▊| 45313/46302 [48:01:23<1:02:59,  3.82s/it]
 98%|█████████▊| 45314/46302 [48:01:26<1:02:55,  3.82s/it]
 98%|█████████▊| 45315/46302 [48:01:30<1:02:51,  3.82s/it]
 98%|█████████▊| 45316/46302 [48:01:34<1:02:48,  3.82s/it]
 98%|█████████▊| 45317/46302 [48:01:38<1:02:44,  3.82s/it]
 98%|█████████▊| 45318/46302 [48:01:42<1:02:38,  3.82s/it]
 98%|█████████▊| 45319/46302 [48:01:45<1:02:35,  3.82s/it]
 98%|█████████▊| 45320/46302 [48:01:49<1:02:31,  3.82s/it]
 98%|█████████▊| 45321/46302 [48:01:53<1:02:28,  3.82s/it]
 98%|█████████▊| 45322/46302 [48:01:57<1:02:24,  3.82s/it]
 98%|█████████▊| 45323/46302 [48:02:01<1:02:21,  3.82s/it]
 98%|█████████▊| 45324/46302 [48:02:05<1:02:18,  3.82s/it]
 98%|█████████▊| 45325/46302 [48:02:08<1:02:14,  3.82s/it]
 98%|█████████▊| 45326/46302 [48:02:12<1:02:10,  3.82s/it]
 98%|█████████▊| 45327/46302 [48:02:16<1:02:06,  3.82s/it]
 98%|█████████▊| 45328/46302 [48:02:20<1:02:02,  3.82s/it]
 98%|█████████▊| 45329/46302 [48:02:24<1:01:59,  3.82s/it]
 98%|█████████▊| 45330/46302 [48:02:28<1:01:55,  3.82s/it]
 98%|█████████▊| 45331/46302 [48:02:31<1:01:52,  3.82s/it]
 98%|█████████▊| 45332/46302 [48:02:35<1:01:48,  3.82s/it]
 98%|█████████▊| 45333/46302 [48:02:39<1:01:44,  3.82s/it]
 98%|█████████▊| 45334/46302 [48:02:43<1:01:41,  3.82s/it]
 98%|█████████▊| 45335/46302 [48:02:47<1:01:37,  3.82s/it]
 98%|█████████▊| 45336/46302 [48:02:50<1:01:32,  3.82s/it]
 98%|█████████▊| 45337/46302 [48:02:54<1:01:27,  3.82s/it]
 98%|█████████▊| 45338/46302 [48:02:58<1:01:23,  3.82s/it]
 98%|█████████▊| 45339/46302 [48:03:02<1:01:20,  3.82s/it]
 98%|█████████▊| 45340/46302 [48:03:06<1:01:16,  3.82s/it]
 98%|█████████▊| 45341/46302 [48:03:10<1:01:12,  3.82s/it]
 98%|█████████▊| 45342/46302 [48:03:13<1:01:07,  3.82s/it]
 98%|█████████▊| 45343/46302 [48:03:17<1:01:04,  3.82s/it]
 98%|█████████▊| 45344/46302 [48:03:21<1:01:00,  3.82s/it]
 98%|█████████▊| 45345/46302 [48:03:25<1:00:56,  3.82s/it]
 98%|█████████▊| 45346/46302 [48:03:29<1:00:52,  3.82s/it]
 98%|█████████▊| 45347/46302 [48:03:33<1:00:48,  3.82s/it]
 98%|█████████▊| 45348/46302 [48:03:36<1:00:46,  3.82s/it]
 98%|█████████▊| 45349/46302 [48:03:40<1:00:42,  3.82s/it]
 98%|█████████▊| 45350/46302 [48:03:44<1:00:38,  3.82s/it]
 98%|█████████▊| 45351/46302 [48:03:48<1:00:34,  3.82s/it]
 98%|█████████▊| 45352/46302 [48:03:52<1:00:31,  3.82s/it]
 98%|█████████▊| 45353/46302 [48:03:55<1:00:27,  3.82s/it]
 98%|█████████▊| 45354/46302 [48:03:59<1:00:23,  3.82s/it]
 98%|█████████▊| 45355/46302 [48:04:03<1:00:18,  3.82s/it]
 98%|█████████▊| 45356/46302 [48:04:07<1:00:14,  3.82s/it]
 98%|█████████▊| 45357/46302 [48:04:11<1:00:10,  3.82s/it]
 98%|█████████▊| 45358/46302 [48:04:15<1:00:07,  3.82s/it]
 98%|█████████▊| 45359/46302 [48:04:18<1:00:03,  3.82s/it]
 98%|█████████▊| 45360/46302 [48:04:22<1:00:01,  3.82s/it]
 98%|█████████▊| 45361/46302 [48:04:26<59:57,  3.82s/it]  
 98%|█████████▊| 45362/46302 [48:04:30<59:53,  3.82s/it]
 98%|█████████▊| 45363/46302 [48:04:34<59:49,  3.82s/it]
 98%|█████████▊| 45364/46302 [48:04:37<59:46,  3.82s/it]
 98%|█████████▊| 45365/46302 [48:04:41<59:41,  3.82s/it]
 98%|█████████▊| 45366/46302 [48:04:45<59:37,  3.82s/it]
 98%|█████████▊| 45367/46302 [48:04:49<59:32,  3.82s/it]
 98%|█████████▊| 45368/46302 [48:04:53<59:29,  3.82s/it]
 98%|█████████▊| 45369/46302 [48:04:57<59:25,  3.82s/it]
 98%|█████████▊| 45370/46302 [48:05:00<59:21,  3.82s/it]
 98%|█████████▊| 45371/46302 [48:05:04<59:18,  3.82s/it]
 98%|█████████▊| 45372/46302 [48:05:08<59:15,  3.82s/it]
 98%|█████████▊| 45373/46302 [48:05:12<59:11,  3.82s/it]
 98%|█████████▊| 45374/46302 [48:05:16<59:06,  3.82s/it]
 98%|█████████▊| 45375/46302 [48:05:20<59:02,  3.82s/it]
 98%|█████████▊| 45376/46302 [48:05:23<58:59,  3.82s/it]
 98%|█████████▊| 45377/46302 [48:05:27<58:54,  3.82s/it]
 98%|█████████▊| 45378/46302 [48:05:31<58:51,  3.82s/it]
 98%|█████████▊| 45379/46302 [48:05:35<58:48,  3.82s/it]
 98%|█████████▊| 45380/46302 [48:05:39<58:43,  3.82s/it]
 98%|█████████▊| 45381/46302 [48:05:42<58:40,  3.82s/it]
 98%|█████████▊| 45382/46302 [48:05:46<58:36,  3.82s/it]
 98%|█████████▊| 45383/46302 [48:05:50<58:32,  3.82s/it]
 98%|█████████▊| 45384/46302 [48:05:54<58:28,  3.82s/it]
 98%|█████████▊| 45385/46302 [48:05:58<58:25,  3.82s/it]
 98%|█████████▊| 45386/46302 [48:06:02<58:22,  3.82s/it]
 98%|█████████▊| 45387/46302 [48:06:05<58:18,  3.82s/it]
 98%|█████████▊| 45388/46302 [48:06:09<58:13,  3.82s/it]
 98%|█████████▊| 45389/46302 [48:06:13<58:09,  3.82s/it]
 98%|█████████▊| 45390/46302 [48:06:17<58:05,  3.82s/it]
 98%|█████████▊| 45391/46302 [48:06:21<58:01,  3.82s/it]
 98%|█████████▊| 45392/46302 [48:06:25<57:58,  3.82s/it]
 98%|█████████▊| 45393/46302 [48:06:28<57:54,  3.82s/it]
 98%|█████████▊| 45394/46302 [48:06:32<57:49,  3.82s/it]
 98%|█████████▊| 45395/46302 [48:06:36<57:45,  3.82s/it]
 98%|█████████▊| 45396/46302 [48:06:40<57:41,  3.82s/it]
 98%|█████████▊| 45397/46302 [48:06:44<57:37,  3.82s/it]
 98%|█████████▊| 45398/46302 [48:06:47<57:34,  3.82s/it]
 98%|█████████▊| 45399/46302 [48:06:51<57:30,  3.82s/it]
 98%|█████████▊| 45400/46302 [48:06:55<57:27,  3.82s/it]
 98%|█████████▊| 45401/46302 [48:06:59<57:22,  3.82s/it]
 98%|█████████▊| 45402/46302 [48:07:03<57:18,  3.82s/it]
 98%|█████████▊| 45403/46302 [48:07:07<57:16,  3.82s/it]
 98%|█████████▊| 45404/46302 [48:07:10<57:12,  3.82s/it]
 98%|█████████▊| 45405/46302 [48:07:14<57:07,  3.82s/it]
 98%|█████████▊| 45406/46302 [48:07:18<57:04,  3.82s/it]
 98%|█████████▊| 45407/46302 [48:07:22<56:59,  3.82s/it]
 98%|█████████▊| 45408/46302 [48:07:26<56:55,  3.82s/it]
 98%|█████████▊| 45409/46302 [48:07:29<56:51,  3.82s/it]
 98%|█████████▊| 45410/46302 [48:07:33<56:48,  3.82s/it]
 98%|█████████▊| 45411/46302 [48:07:37<56:43,  3.82s/it]
 98%|█████████▊| 45412/46302 [48:07:41<56:40,  3.82s/it]
 98%|█████████▊| 45413/46302 [48:07:45<56:35,  3.82s/it]
 98%|█████████▊| 45414/46302 [48:07:49<56:31,  3.82s/it]
 98%|█████████▊| 45415/46302 [48:07:52<56:28,  3.82s/it]
 98%|█████████▊| 45416/46302 [48:07:56<56:24,  3.82s/it]
 98%|█████████▊| 45417/46302 [48:08:00<56:19,  3.82s/it]
 98%|█████████▊| 45418/46302 [48:08:04<56:16,  3.82s/it]
 98%|█████████▊| 45419/46302 [48:08:08<56:12,  3.82s/it]
 98%|█████████▊| 45420/46302 [48:08:11<56:09,  3.82s/it]
 98%|█████████▊| 45421/46302 [48:08:15<56:05,  3.82s/it]
 98%|█████████▊| 45422/46302 [48:08:19<56:02,  3.82s/it]
 98%|█████████▊| 45423/46302 [48:08:23<55:58,  3.82s/it]
 98%|█████████▊| 45424/46302 [48:08:27<55:54,  3.82s/it]
 98%|█████████▊| 45425/46302 [48:08:31<55:50,  3.82s/it]
 98%|█████████▊| 45426/46302 [48:08:34<55:46,  3.82s/it]
 98%|█████████▊| 45427/46302 [48:08:38<55:42,  3.82s/it]
 98%|█████████▊| 45428/46302 [48:08:42<55:39,  3.82s/it]
 98%|█████████▊| 45429/46302 [48:08:46<55:35,  3.82s/it]
 98%|█████████▊| 45430/46302 [48:08:50<55:31,  3.82s/it]
 98%|█████████▊| 45431/46302 [48:08:54<55:27,  3.82s/it]
 98%|█████████▊| 45432/46302 [48:08:57<55:23,  3.82s/it]
 98%|█████████▊| 45433/46302 [48:09:01<55:19,  3.82s/it]
 98%|█████████▊| 45434/46302 [48:09:05<55:15,  3.82s/it]
 98%|█████████▊| 45435/46302 [48:09:09<55:11,  3.82s/it]
 98%|█████████▊| 45436/46302 [48:09:13<55:07,  3.82s/it]
 98%|█████████▊| 45437/46302 [48:09:16<55:03,  3.82s/it]
 98%|█████████▊| 45438/46302 [48:09:20<55:00,  3.82s/it]
 98%|█████████▊| 45439/46302 [48:09:24<54:57,  3.82s/it]
 98%|█████████▊| 45440/46302 [48:09:28<54:53,  3.82s/it]
 98%|█████████▊| 45441/46302 [48:09:32<54:48,  3.82s/it]
 98%|█████████▊| 45442/46302 [48:09:36<54:45,  3.82s/it]
 98%|█████████▊| 45443/46302 [48:09:39<54:41,  3.82s/it]
 98%|█████████▊| 45444/46302 [48:09:43<54:38,  3.82s/it]
 98%|█████████▊| 45445/46302 [48:09:47<54:33,  3.82s/it]
 98%|█████████▊| 45446/46302 [48:09:51<54:30,  3.82s/it]
 98%|█████████▊| 45447/46302 [48:09:55<54:26,  3.82s/it]
 98%|█████████▊| 45448/46302 [48:09:58<54:22,  3.82s/it]
 98%|█████████▊| 45449/46302 [48:10:02<54:18,  3.82s/it]
 98%|█████████▊| 45450/46302 [48:10:06<54:15,  3.82s/it]
 98%|█████████▊| 45451/46302 [48:10:10<54:11,  3.82s/it]
 98%|█████████▊| 45452/46302 [48:10:14<54:07,  3.82s/it]
 98%|█████████▊| 45453/46302 [48:10:18<54:03,  3.82s/it]
 98%|█████████▊| 45454/46302 [48:10:21<53:59,  3.82s/it]
 98%|█████████▊| 45455/46302 [48:10:25<53:56,  3.82s/it]
 98%|█████████▊| 45456/46302 [48:10:29<53:53,  3.82s/it]
 98%|█████████▊| 45457/46302 [48:10:33<53:49,  3.82s/it]
 98%|█████████▊| 45458/46302 [48:10:37<53:45,  3.82s/it]
 98%|█████████▊| 45459/46302 [48:10:40<53:41,  3.82s/it]
 98%|█████████▊| 45460/46302 [48:10:44<53:37,  3.82s/it]
 98%|█████████▊| 45461/46302 [48:10:48<53:34,  3.82s/it]
 98%|█████████▊| 45462/46302 [48:10:52<53:29,  3.82s/it]
 98%|█████████▊| 45463/46302 [48:10:56<53:25,  3.82s/it]
 98%|█████████▊| 45464/46302 [48:11:00<53:22,  3.82s/it]
 98%|█████████▊| 45465/46302 [48:11:03<53:18,  3.82s/it]
 98%|█████████▊| 45466/46302 [48:11:07<53:15,  3.82s/it]
 98%|█████████▊| 45467/46302 [48:11:11<53:11,  3.82s/it]
 98%|█████████▊| 45468/46302 [48:11:15<53:08,  3.82s/it]
 98%|█████████▊| 45469/46302 [48:11:19<53:03,  3.82s/it]
 98%|█████████▊| 45470/46302 [48:11:23<53:00,  3.82s/it]
 98%|█████████▊| 45471/46302 [48:11:26<52:55,  3.82s/it]
 98%|█████████▊| 45472/46302 [48:11:30<52:51,  3.82s/it]
 98%|█████████▊| 45473/46302 [48:11:34<52:48,  3.82s/it]
 98%|█████████▊| 45474/46302 [48:11:38<52:43,  3.82s/it]
 98%|█████████▊| 45475/46302 [48:11:42<52:39,  3.82s/it]
 98%|█████████▊| 45476/46302 [48:11:45<52:36,  3.82s/it]
 98%|█████████▊| 45477/46302 [48:11:49<52:32,  3.82s/it]
 98%|█████████▊| 45478/46302 [48:11:53<52:27,  3.82s/it]
 98%|█████████▊| 45479/46302 [48:11:57<52:24,  3.82s/it]
 98%|█████████▊| 45480/46302 [48:12:01<52:19,  3.82s/it]
 98%|█████████▊| 45481/46302 [48:12:05<52:15,  3.82s/it]
 98%|█████████▊| 45482/46302 [48:12:08<52:12,  3.82s/it]
 98%|█████████▊| 45483/46302 [48:12:12<52:09,  3.82s/it]
 98%|█████████▊| 45484/46302 [48:12:16<52:05,  3.82s/it]
 98%|█████████▊| 45485/46302 [48:12:20<52:02,  3.82s/it]
 98%|█████████▊| 45486/46302 [48:12:24<51:58,  3.82s/it]
 98%|█████████▊| 45487/46302 [48:12:27<51:53,  3.82s/it]
 98%|█████████▊| 45488/46302 [48:12:31<51:50,  3.82s/it]
 98%|█████████▊| 45489/46302 [48:12:35<51:46,  3.82s/it]
 98%|█████████▊| 45490/46302 [48:12:39<51:43,  3.82s/it]
 98%|█████████▊| 45491/46302 [48:12:43<51:39,  3.82s/it]
 98%|█████████▊| 45492/46302 [48:12:47<51:35,  3.82s/it]
 98%|█████████▊| 45493/46302 [48:12:50<51:30,  3.82s/it]
 98%|█████████▊| 45494/46302 [48:12:54<51:22,  3.81s/it]
 98%|█████████▊| 45495/46302 [48:12:58<51:19,  3.82s/it]
 98%|█████████▊| 45496/46302 [48:13:02<51:17,  3.82s/it]
 98%|█████████▊| 45497/46302 [48:13:06<51:13,  3.82s/it]
 98%|█████████▊| 45498/46302 [48:13:09<51:10,  3.82s/it]
 98%|█████████▊| 45499/46302 [48:13:13<51:07,  3.82s/it]
 98%|█████████▊| 45500/46302 [48:13:17<51:03,  3.82s/it]
                                                        
{'loss': 3.0448, 'learning_rate': 8.851706326431504e-05, 'epoch': 0.98}

 98%|█████████▊| 45500/46302 [48:13:17<51:03,  3.82s/it]
 98%|█████████▊| 45501/46302 [48:13:21<51:01,  3.82s/it]
 98%|█████████▊| 45502/46302 [48:13:25<50:58,  3.82s/it]
 98%|█████████▊| 45503/46302 [48:13:29<50:53,  3.82s/it]
 98%|█████████▊| 45504/46302 [48:13:32<50:50,  3.82s/it]
 98%|█████████▊| 45505/46302 [48:13:36<50:46,  3.82s/it]
 98%|█████████▊| 45506/46302 [48:13:40<50:42,  3.82s/it]
 98%|█████████▊| 45507/46302 [48:13:44<50:39,  3.82s/it]
 98%|█████████▊| 45508/46302 [48:13:48<50:34,  3.82s/it]
 98%|█████████▊| 45509/46302 [48:13:52<50:30,  3.82s/it]
 98%|█████████▊| 45510/46302 [48:13:55<50:27,  3.82s/it]
 98%|█████████▊| 45511/46302 [48:13:59<50:22,  3.82s/it]
 98%|█████████▊| 45512/46302 [48:14:03<50:18,  3.82s/it]
 98%|█████████▊| 45513/46302 [48:14:07<50:15,  3.82s/it]
 98%|█████████▊| 45514/46302 [48:14:11<50:11,  3.82s/it]
 98%|█████████▊| 45515/46302 [48:14:14<50:07,  3.82s/it]
 98%|█████████▊| 45516/46302 [48:14:18<50:02,  3.82s/it]
 98%|█████████▊| 45517/46302 [48:14:22<49:58,  3.82s/it]
 98%|█████████▊| 45518/46302 [48:14:26<49:54,  3.82s/it]
 98%|█████████▊| 45519/46302 [48:14:30<49:51,  3.82s/it]
 98%|█████████▊| 45520/46302 [48:14:34<49:47,  3.82s/it]
 98%|█████████▊| 45521/46302 [48:14:37<49:43,  3.82s/it]
 98%|█████████▊| 45522/46302 [48:14:41<49:40,  3.82s/it]
 98%|█████████▊| 45523/46302 [48:14:45<49:37,  3.82s/it]
 98%|█████████▊| 45524/46302 [48:14:49<49:34,  3.82s/it]
 98%|█████████▊| 45525/46302 [48:14:53<49:29,  3.82s/it]
 98%|█████████▊| 45526/46302 [48:14:57<49:25,  3.82s/it]
 98%|█████████▊| 45527/46302 [48:15:00<49:22,  3.82s/it]
 98%|█████████▊| 45528/46302 [48:15:04<49:17,  3.82s/it]
 98%|█████████▊| 45529/46302 [48:15:08<49:12,  3.82s/it]
 98%|█████████▊| 45530/46302 [48:15:12<49:09,  3.82s/it]
 98%|█████████▊| 45531/46302 [48:15:16<49:05,  3.82s/it]
 98%|█████████▊| 45532/46302 [48:15:19<49:02,  3.82s/it]
 98%|█████████▊| 45533/46302 [48:15:23<48:59,  3.82s/it]
 98%|█████████▊| 45534/46302 [48:15:27<48:54,  3.82s/it]
 98%|█████████▊| 45535/46302 [48:15:31<48:51,  3.82s/it]
 98%|█████████▊| 45536/46302 [48:15:35<48:46,  3.82s/it]
 98%|█████████▊| 45537/46302 [48:15:39<48:42,  3.82s/it]
 98%|█████████▊| 45538/46302 [48:15:42<48:38,  3.82s/it]
 98%|█████████▊| 45539/46302 [48:15:46<48:34,  3.82s/it]
 98%|█████████▊| 45540/46302 [48:15:50<48:30,  3.82s/it]
 98%|█████████▊| 45541/46302 [48:15:54<48:27,  3.82s/it]
 98%|█████████▊| 45542/46302 [48:15:58<48:22,  3.82s/it]
 98%|█████████▊| 45543/46302 [48:16:01<48:19,  3.82s/it]
 98%|█████████▊| 45544/46302 [48:16:05<48:15,  3.82s/it]
 98%|█████████▊| 45545/46302 [48:16:09<48:11,  3.82s/it]
 98%|█████████▊| 45546/46302 [48:16:13<48:06,  3.82s/it]
 98%|█████████▊| 45547/46302 [48:16:17<48:03,  3.82s/it]
 98%|█████████▊| 45548/46302 [48:16:21<48:00,  3.82s/it]
 98%|█████████▊| 45549/46302 [48:16:24<47:56,  3.82s/it]
 98%|█████████▊| 45550/46302 [48:16:28<47:52,  3.82s/it]
 98%|█████████▊| 45551/46302 [48:16:32<47:48,  3.82s/it]
 98%|█████████▊| 45552/46302 [48:16:36<47:45,  3.82s/it]
 98%|█████████▊| 45553/46302 [48:16:40<47:41,  3.82s/it]
 98%|█████████▊| 45554/46302 [48:16:43<47:37,  3.82s/it]
 98%|█████████▊| 45555/46302 [48:16:47<47:33,  3.82s/it]
 98%|█████████▊| 45556/46302 [48:16:51<47:28,  3.82s/it]
 98%|█████████▊| 45557/46302 [48:16:55<47:25,  3.82s/it]
 98%|█████████▊| 45558/46302 [48:16:59<47:22,  3.82s/it]
 98%|█████████▊| 45559/46302 [48:17:03<47:17,  3.82s/it]
 98%|█████████▊| 45560/46302 [48:17:06<47:14,  3.82s/it]
 98%|█████████▊| 45561/46302 [48:17:10<47:11,  3.82s/it]
 98%|█████████▊| 45562/46302 [48:17:14<47:06,  3.82s/it]
 98%|█████████▊| 45563/46302 [48:17:18<47:03,  3.82s/it]
 98%|█████████▊| 45564/46302 [48:17:22<46:59,  3.82s/it]
 98%|█████████▊| 45565/46302 [48:17:25<46:56,  3.82s/it]
 98%|█████████▊| 45566/46302 [48:17:29<46:52,  3.82s/it]
 98%|█████████▊| 45567/46302 [48:17:33<46:48,  3.82s/it]
 98%|█████████▊| 45568/46302 [48:17:37<46:44,  3.82s/it]
 98%|█████████▊| 45569/46302 [48:17:41<46:40,  3.82s/it]
 98%|█████████▊| 45570/46302 [48:17:45<46:36,  3.82s/it]
 98%|█████████▊| 45571/46302 [48:17:48<46:32,  3.82s/it]
 98%|█████████▊| 45572/46302 [48:17:52<46:29,  3.82s/it]
 98%|█████████▊| 45573/46302 [48:17:56<46:26,  3.82s/it]
 98%|█████████▊| 45574/46302 [48:18:00<46:21,  3.82s/it]
 98%|█████████▊| 45575/46302 [48:18:04<46:16,  3.82s/it]
 98%|█████████▊| 45576/46302 [48:18:08<46:12,  3.82s/it]
 98%|█████████▊| 45577/46302 [48:18:11<46:09,  3.82s/it]
 98%|█████████▊| 45578/46302 [48:18:15<46:04,  3.82s/it]
 98%|█████████▊| 45579/46302 [48:18:19<46:01,  3.82s/it]
 98%|█████████▊| 45580/46302 [48:18:23<45:56,  3.82s/it]
 98%|█████████▊| 45581/46302 [48:18:27<45:53,  3.82s/it]
 98%|█████████▊| 45582/46302 [48:18:30<45:48,  3.82s/it]
 98%|█████████▊| 45583/46302 [48:18:34<45:45,  3.82s/it]
 98%|█████████▊| 45584/46302 [48:18:38<45:41,  3.82s/it]
 98%|█████████▊| 45585/46302 [48:18:42<45:38,  3.82s/it]
 98%|█████████▊| 45586/46302 [48:18:46<45:35,  3.82s/it]
 98%|█████████▊| 45587/46302 [48:18:50<45:30,  3.82s/it]
 98%|█████████▊| 45588/46302 [48:18:53<45:27,  3.82s/it]
 98%|█████████▊| 45589/46302 [48:18:57<45:24,  3.82s/it]
 98%|█████████▊| 45590/46302 [48:19:01<45:20,  3.82s/it]
 98%|█████████▊| 45591/46302 [48:19:05<45:16,  3.82s/it]
 98%|█████████▊| 45592/46302 [48:19:09<45:11,  3.82s/it]
 98%|█████████▊| 45593/46302 [48:19:12<45:07,  3.82s/it]
 98%|█████████▊| 45594/46302 [48:19:16<45:04,  3.82s/it]
 98%|█████████▊| 45595/46302 [48:19:20<45:01,  3.82s/it]
 98%|█████████▊| 45596/46302 [48:19:24<44:57,  3.82s/it]
 98%|█████████▊| 45597/46302 [48:19:28<44:53,  3.82s/it]
 98%|█████████▊| 45598/46302 [48:19:32<44:49,  3.82s/it]
 98%|█████████▊| 45599/46302 [48:19:35<44:46,  3.82s/it]
 98%|█████████▊| 45600/46302 [48:19:39<44:41,  3.82s/it]
 98%|█████████▊| 45601/46302 [48:19:43<44:36,  3.82s/it]
 98%|█████████▊| 45602/46302 [48:19:47<44:32,  3.82s/it]
 98%|█████████▊| 45603/46302 [48:19:51<44:29,  3.82s/it]
 98%|█████████▊| 45604/46302 [48:19:54<44:25,  3.82s/it]
 98%|█████████▊| 45605/46302 [48:19:58<44:22,  3.82s/it]
 98%|█████████▊| 45606/46302 [48:20:02<44:18,  3.82s/it]
 98%|█████████▊| 45607/46302 [48:20:06<44:14,  3.82s/it]
 99%|█████████▊| 45608/46302 [48:20:10<44:09,  3.82s/it]
 99%|█████████▊| 45609/46302 [48:20:14<44:07,  3.82s/it]
 99%|█████████▊| 45610/46302 [48:20:17<44:03,  3.82s/it]
 99%|█████████▊| 45611/46302 [48:20:21<44:00,  3.82s/it]
 99%|█████████▊| 45612/46302 [48:20:25<43:56,  3.82s/it]
 99%|█████████▊| 45613/46302 [48:20:29<43:52,  3.82s/it]
 99%|█████████▊| 45614/46302 [48:20:33<43:48,  3.82s/it]
 99%|█████████▊| 45615/46302 [48:20:36<43:44,  3.82s/it]
 99%|█████████▊| 45616/46302 [48:20:40<43:40,  3.82s/it]
 99%|█████████▊| 45617/46302 [48:20:44<43:36,  3.82s/it]
 99%|█████████▊| 45618/46302 [48:20:48<43:31,  3.82s/it]
 99%|█████████▊| 45619/46302 [48:20:52<43:29,  3.82s/it]
 99%|█████████▊| 45620/46302 [48:20:56<43:24,  3.82s/it]
 99%|█████████▊| 45621/46302 [48:20:59<43:21,  3.82s/it]
 99%|█████████▊| 45622/46302 [48:21:03<43:17,  3.82s/it]
 99%|█████████▊| 45623/46302 [48:21:07<43:13,  3.82s/it]
 99%|█████████▊| 45624/46302 [48:21:11<43:09,  3.82s/it]
 99%|█████████▊| 45625/46302 [48:21:15<43:05,  3.82s/it]
 99%|█████████▊| 45626/46302 [48:21:18<43:01,  3.82s/it]
 99%|█████████▊| 45627/46302 [48:21:22<42:58,  3.82s/it]
 99%|█████████▊| 45628/46302 [48:21:26<42:54,  3.82s/it]
 99%|█████████▊| 45629/46302 [48:21:30<42:51,  3.82s/it]
 99%|█████████▊| 45630/46302 [48:21:34<42:47,  3.82s/it]
 99%|█████████▊| 45631/46302 [48:21:38<42:43,  3.82s/it]
 99%|█████████▊| 45632/46302 [48:21:41<42:39,  3.82s/it]
 99%|█████████▊| 45633/46302 [48:21:45<42:35,  3.82s/it]
 99%|█████████▊| 45634/46302 [48:21:49<42:31,  3.82s/it]
 99%|█████████▊| 45635/46302 [48:21:53<42:27,  3.82s/it]
 99%|█████████▊| 45636/46302 [48:21:57<42:23,  3.82s/it]
 99%|█████████▊| 45637/46302 [48:22:01<42:20,  3.82s/it]
 99%|█████████▊| 45638/46302 [48:22:04<42:16,  3.82s/it]
 99%|█████████▊| 45639/46302 [48:22:08<42:11,  3.82s/it]
 99%|█████████▊| 45640/46302 [48:22:12<42:08,  3.82s/it]
 99%|█████████▊| 45641/46302 [48:22:16<42:04,  3.82s/it]
 99%|█████████▊| 45642/46302 [48:22:20<42:01,  3.82s/it]
 99%|█████████▊| 45643/46302 [48:22:23<41:56,  3.82s/it]
 99%|█████████▊| 45644/46302 [48:22:27<41:52,  3.82s/it]
 99%|█████████▊| 45645/46302 [48:22:31<41:48,  3.82s/it]
 99%|█████████▊| 45646/46302 [48:22:35<41:45,  3.82s/it]
 99%|█████████▊| 45647/46302 [48:22:39<41:41,  3.82s/it]
 99%|█████████▊| 45648/46302 [48:22:43<41:36,  3.82s/it]
 99%|█████████▊| 45649/46302 [48:22:46<41:33,  3.82s/it]
 99%|█████████▊| 45650/46302 [48:22:50<41:30,  3.82s/it]
 99%|█████████▊| 45651/46302 [48:22:54<41:26,  3.82s/it]
 99%|█████████▊| 45652/46302 [48:22:58<41:23,  3.82s/it]
 99%|█████████▊| 45653/46302 [48:23:02<41:18,  3.82s/it]
 99%|█████████▊| 45654/46302 [48:23:05<41:14,  3.82s/it]
 99%|█████████▊| 45655/46302 [48:23:09<41:10,  3.82s/it]
 99%|█████████▊| 45656/46302 [48:23:13<41:06,  3.82s/it]
 99%|█████████▊| 45657/46302 [48:23:17<41:02,  3.82s/it]
 99%|█████████▊| 45658/46302 [48:23:21<40:59,  3.82s/it]
 99%|█████████▊| 45659/46302 [48:23:25<40:54,  3.82s/it]
 99%|█████████▊| 45660/46302 [48:23:28<40:50,  3.82s/it]
 99%|█████████▊| 45661/46302 [48:23:32<40:47,  3.82s/it]
 99%|█████████▊| 45662/46302 [48:23:36<40:44,  3.82s/it]
 99%|█████████▊| 45663/46302 [48:23:40<40:40,  3.82s/it]
 99%|█████████▊| 45664/46302 [48:23:44<40:36,  3.82s/it]
 99%|█████████▊| 45665/46302 [48:23:47<40:32,  3.82s/it]
 99%|█████████▊| 45666/46302 [48:23:51<40:28,  3.82s/it]
 99%|█████████▊| 45667/46302 [48:23:55<40:25,  3.82s/it]
 99%|█████████▊| 45668/46302 [48:23:59<40:21,  3.82s/it]
 99%|█████████▊| 45669/46302 [48:24:03<40:18,  3.82s/it]
 99%|█████████▊| 45670/46302 [48:24:07<40:13,  3.82s/it]
 99%|█████████▊| 45671/46302 [48:24:10<40:09,  3.82s/it]
 99%|█████████▊| 45672/46302 [48:24:14<40:05,  3.82s/it]
 99%|█████████▊| 45673/46302 [48:24:18<40:01,  3.82s/it]
 99%|█████████▊| 45674/46302 [48:24:22<39:57,  3.82s/it]
 99%|█████████▊| 45675/46302 [48:24:26<39:54,  3.82s/it]
 99%|█████████▊| 45676/46302 [48:24:29<39:50,  3.82s/it]
 99%|█████████▊| 45677/46302 [48:24:33<39:46,  3.82s/it]
 99%|█████████▊| 45678/46302 [48:24:37<39:42,  3.82s/it]
 99%|█████████▊| 45679/46302 [48:24:41<39:38,  3.82s/it]
 99%|█████████▊| 45680/46302 [48:24:45<39:34,  3.82s/it]
 99%|█████████▊| 45681/46302 [48:24:49<39:30,  3.82s/it]
 99%|█████████▊| 45682/46302 [48:24:52<39:27,  3.82s/it]
 99%|█████████▊| 45683/46302 [48:24:56<39:23,  3.82s/it]
 99%|█████████▊| 45684/46302 [48:25:00<39:19,  3.82s/it]
 99%|█████████▊| 45685/46302 [48:25:04<39:15,  3.82s/it]
 99%|█████████▊| 45686/46302 [48:25:08<39:11,  3.82s/it]
 99%|█████████▊| 45687/46302 [48:25:11<39:08,  3.82s/it]
 99%|█████████▊| 45688/46302 [48:25:15<39:05,  3.82s/it]
 99%|█████████▊| 45689/46302 [48:25:19<39:01,  3.82s/it]
 99%|█████████▊| 45690/46302 [48:25:23<38:57,  3.82s/it]
 99%|█████████▊| 45691/46302 [48:25:27<38:54,  3.82s/it]
 99%|█████████▊| 45692/46302 [48:25:31<38:50,  3.82s/it]
 99%|█████████▊| 45693/46302 [48:25:34<38:45,  3.82s/it]
 99%|█████████▊| 45694/46302 [48:25:38<38:41,  3.82s/it]
 99%|█████████▊| 45695/46302 [48:25:42<38:38,  3.82s/it]
 99%|█████████▊| 45696/46302 [48:25:46<38:34,  3.82s/it]
 99%|█████████▊| 45697/46302 [48:25:50<38:30,  3.82s/it]
 99%|█████████▊| 45698/46302 [48:25:53<38:26,  3.82s/it]
 99%|█████████▊| 45699/46302 [48:25:57<38:23,  3.82s/it]
 99%|█████████▊| 45700/46302 [48:26:01<38:18,  3.82s/it]
 99%|█████████▊| 45701/46302 [48:26:05<38:15,  3.82s/it]
 99%|█████████▊| 45702/46302 [48:26:09<38:11,  3.82s/it]
 99%|█████████▊| 45703/46302 [48:26:13<38:07,  3.82s/it]
 99%|█████████▊| 45704/46302 [48:26:16<38:02,  3.82s/it]
 99%|█████████▊| 45705/46302 [48:26:20<37:59,  3.82s/it]
 99%|█████████▊| 45706/46302 [48:26:24<37:56,  3.82s/it]
 99%|█████████▊| 45707/46302 [48:26:28<37:52,  3.82s/it]
 99%|█████████▊| 45708/46302 [48:26:32<37:48,  3.82s/it]
 99%|█████████▊| 45709/46302 [48:26:35<37:44,  3.82s/it]
 99%|█████████▊| 45710/46302 [48:26:39<37:40,  3.82s/it]
 99%|█████████▊| 45711/46302 [48:26:43<37:37,  3.82s/it]
 99%|█████████▊| 45712/46302 [48:26:47<37:33,  3.82s/it]
 99%|█████████▊| 45713/46302 [48:26:51<37:29,  3.82s/it]
 99%|█████████▊| 45714/46302 [48:26:55<37:25,  3.82s/it]
 99%|█████████▊| 45715/46302 [48:26:58<37:20,  3.82s/it]
 99%|█████████▊| 45716/46302 [48:27:02<37:16,  3.82s/it]
 99%|█████████▊| 45717/46302 [48:27:06<37:13,  3.82s/it]
 99%|█████████▊| 45718/46302 [48:27:10<37:09,  3.82s/it]
 99%|█████████▊| 45719/46302 [48:27:14<37:05,  3.82s/it]
 99%|█████████▊| 45720/46302 [48:27:17<37:01,  3.82s/it]
 99%|█████████▊| 45721/46302 [48:27:21<36:57,  3.82s/it]
 99%|█████████▊| 45722/46302 [48:27:25<36:54,  3.82s/it]
 99%|█████████▊| 45723/46302 [48:27:29<36:50,  3.82s/it]
 99%|█████████▉| 45724/46302 [48:27:33<36:46,  3.82s/it]
 99%|█████████▉| 45725/46302 [48:27:37<36:43,  3.82s/it]
 99%|█████████▉| 45726/46302 [48:27:40<36:39,  3.82s/it]
 99%|█████████▉| 45727/46302 [48:27:44<36:36,  3.82s/it]
 99%|█████████▉| 45728/46302 [48:27:48<36:32,  3.82s/it]
 99%|█████████▉| 45729/46302 [48:27:52<36:28,  3.82s/it]
 99%|█████████▉| 45730/46302 [48:27:56<36:24,  3.82s/it]
 99%|█████████▉| 45731/46302 [48:27:59<36:20,  3.82s/it]
 99%|█████████▉| 45732/46302 [48:28:03<36:16,  3.82s/it]
 99%|█████████▉| 45733/46302 [48:28:07<36:12,  3.82s/it]
 99%|█████████▉| 45734/46302 [48:28:11<36:09,  3.82s/it]
 99%|█████████▉| 45735/46302 [48:28:15<36:05,  3.82s/it]
 99%|█████████▉| 45736/46302 [48:28:19<36:02,  3.82s/it]
 99%|█████████▉| 45737/46302 [48:28:22<35:58,  3.82s/it]
 99%|█████████▉| 45738/46302 [48:28:26<35:53,  3.82s/it]
 99%|█████████▉| 45739/46302 [48:28:30<35:49,  3.82s/it]
 99%|█████████▉| 45740/46302 [48:28:34<35:45,  3.82s/it]
 99%|█████████▉| 45741/46302 [48:28:38<35:42,  3.82s/it]
 99%|█████████▉| 45742/46302 [48:28:41<35:37,  3.82s/it]
 99%|█████████▉| 45743/46302 [48:28:45<35:33,  3.82s/it]
 99%|█████████▉| 45744/46302 [48:28:49<35:29,  3.82s/it]
 99%|█████████▉| 45745/46302 [48:28:53<35:26,  3.82s/it]
 99%|█████████▉| 45746/46302 [48:28:57<35:22,  3.82s/it]
 99%|█████████▉| 45747/46302 [48:29:01<35:18,  3.82s/it]
 99%|█████████▉| 45748/46302 [48:29:04<35:15,  3.82s/it]
 99%|█████████▉| 45749/46302 [48:29:08<35:11,  3.82s/it]
 99%|█████████▉| 45750/46302 [48:29:12<35:07,  3.82s/it]
 99%|█████████▉| 45751/46302 [48:29:16<35:04,  3.82s/it]
 99%|█████████▉| 45752/46302 [48:29:20<35:00,  3.82s/it]
 99%|█████████▉| 45753/46302 [48:29:23<34:55,  3.82s/it]
 99%|█████████▉| 45754/46302 [48:29:27<34:51,  3.82s/it]
 99%|█████████▉| 45755/46302 [48:29:31<34:47,  3.82s/it]
 99%|█████████▉| 45756/46302 [48:29:35<34:44,  3.82s/it]
 99%|█████████▉| 45757/46302 [48:29:39<34:40,  3.82s/it]
 99%|█████████▉| 45758/46302 [48:29:43<34:36,  3.82s/it]
 99%|█████████▉| 45759/46302 [48:29:46<34:32,  3.82s/it]
 99%|█████████▉| 45760/46302 [48:29:50<34:28,  3.82s/it]
 99%|█████████▉| 45761/46302 [48:29:54<34:24,  3.82s/it]
 99%|█████████▉| 45762/46302 [48:29:58<34:20,  3.82s/it]
 99%|█████████▉| 45763/46302 [48:30:02<34:16,  3.82s/it]
 99%|█████████▉| 45764/46302 [48:30:05<34:13,  3.82s/it]
 99%|█████████▉| 45765/46302 [48:30:09<34:10,  3.82s/it]
 99%|█████████▉| 45766/46302 [48:30:13<34:06,  3.82s/it]
 99%|█████████▉| 45767/46302 [48:30:17<34:01,  3.82s/it]
 99%|█████████▉| 45768/46302 [48:30:21<33:57,  3.82s/it]
 99%|█████████▉| 45769/46302 [48:30:25<33:53,  3.82s/it]
 99%|█████████▉| 45770/46302 [48:30:28<33:49,  3.81s/it]
 99%|█████████▉| 45771/46302 [48:30:32<33:45,  3.82s/it]
 99%|█████████▉| 45772/46302 [48:30:36<33:41,  3.81s/it]
 99%|█████████▉| 45773/46302 [48:30:40<33:38,  3.82s/it]
 99%|█████████▉| 45774/46302 [48:30:44<33:34,  3.82s/it]
 99%|█████████▉| 45775/46302 [48:30:47<33:31,  3.82s/it]
 99%|█████████▉| 45776/46302 [48:30:51<33:27,  3.82s/it]
 99%|█████████▉| 45777/46302 [48:30:55<33:24,  3.82s/it]
 99%|█████████▉| 45778/46302 [48:30:59<33:20,  3.82s/it]
 99%|█████████▉| 45779/46302 [48:31:03<33:17,  3.82s/it]
 99%|█████████▉| 45780/46302 [48:31:07<33:12,  3.82s/it]
 99%|█████████▉| 45781/46302 [48:31:10<33:08,  3.82s/it]
 99%|█████████▉| 45782/46302 [48:31:14<33:04,  3.82s/it]
 99%|█████████▉| 45783/46302 [48:31:18<33:00,  3.82s/it]
 99%|█████████▉| 45784/46302 [48:31:22<32:57,  3.82s/it]
 99%|█████████▉| 45785/46302 [48:31:26<32:53,  3.82s/it]
 99%|█████████▉| 45786/46302 [48:31:29<32:49,  3.82s/it]
 99%|█████████▉| 45787/46302 [48:31:33<32:45,  3.82s/it]
 99%|█████████▉| 45788/46302 [48:31:37<32:41,  3.82s/it]
 99%|█████████▉| 45789/46302 [48:31:41<32:37,  3.82s/it]
 99%|█████████▉| 45790/46302 [48:31:45<32:33,  3.82s/it]
 99%|█████████▉| 45791/46302 [48:31:48<32:30,  3.82s/it]
 99%|█████████▉| 45792/46302 [48:31:52<32:26,  3.82s/it]
 99%|█████████▉| 45793/46302 [48:31:56<32:22,  3.82s/it]
 99%|█████████▉| 45794/46302 [48:32:00<32:18,  3.82s/it]
 99%|█████████▉| 45795/46302 [48:32:04<32:15,  3.82s/it]
 99%|█████████▉| 45796/46302 [48:32:08<32:11,  3.82s/it]
 99%|█████████▉| 45797/46302 [48:32:11<32:08,  3.82s/it]
 99%|█████████▉| 45798/46302 [48:32:15<32:04,  3.82s/it]
 99%|█████████▉| 45799/46302 [48:32:19<32:01,  3.82s/it]
 99%|█████████▉| 45800/46302 [48:32:23<31:57,  3.82s/it]
 99%|█████████▉| 45801/46302 [48:32:27<31:53,  3.82s/it]
 99%|█████████▉| 45802/46302 [48:32:31<31:49,  3.82s/it]
 99%|█████████▉| 45803/46302 [48:32:34<31:46,  3.82s/it]
 99%|█████████▉| 45804/46302 [48:32:38<31:42,  3.82s/it]
 99%|█████████▉| 45805/46302 [48:32:42<31:38,  3.82s/it]
 99%|█████████▉| 45806/46302 [48:32:46<31:35,  3.82s/it]
 99%|█████████▉| 45807/46302 [48:32:50<31:31,  3.82s/it]
 99%|█████████▉| 45808/46302 [48:32:53<31:27,  3.82s/it]
 99%|█████████▉| 45809/46302 [48:32:57<31:23,  3.82s/it]
 99%|█████████▉| 45810/46302 [48:33:01<31:19,  3.82s/it]
 99%|█████████▉| 45811/46302 [48:33:05<31:15,  3.82s/it]
 99%|█████████▉| 45812/46302 [48:33:09<31:11,  3.82s/it]
 99%|█████████▉| 45813/46302 [48:33:13<31:07,  3.82s/it]
 99%|█████████▉| 45814/46302 [48:33:16<31:02,  3.82s/it]
 99%|█████████▉| 45815/46302 [48:33:20<30:59,  3.82s/it]
 99%|█████████▉| 45816/46302 [48:33:24<30:55,  3.82s/it]
 99%|█████████▉| 45817/46302 [48:33:28<30:51,  3.82s/it]
 99%|█████████▉| 45818/46302 [48:33:32<30:47,  3.82s/it]
 99%|█████████▉| 45819/46302 [48:33:35<30:43,  3.82s/it]
 99%|█████████▉| 45820/46302 [48:33:39<30:40,  3.82s/it]
 99%|█████████▉| 45821/46302 [48:33:43<30:36,  3.82s/it]
 99%|█████████▉| 45822/46302 [48:33:47<30:33,  3.82s/it]
 99%|█████████▉| 45823/46302 [48:33:51<30:29,  3.82s/it]
 99%|█████████▉| 45824/46302 [48:33:55<30:25,  3.82s/it]
 99%|█████████▉| 45825/46302 [48:33:58<30:22,  3.82s/it]
 99%|█████████▉| 45826/46302 [48:34:02<30:18,  3.82s/it]
 99%|█████████▉| 45827/46302 [48:34:06<30:14,  3.82s/it]
 99%|█████████▉| 45828/46302 [48:34:10<30:10,  3.82s/it]
 99%|█████████▉| 45829/46302 [48:34:14<30:06,  3.82s/it]
 99%|█████████▉| 45830/46302 [48:34:17<30:03,  3.82s/it]
 99%|█████████▉| 45831/46302 [48:34:21<29:58,  3.82s/it]
 99%|█████████▉| 45832/46302 [48:34:25<29:55,  3.82s/it]
 99%|█████████▉| 45833/46302 [48:34:29<29:51,  3.82s/it]
 99%|█████████▉| 45834/46302 [48:34:33<29:47,  3.82s/it]
 99%|█████████▉| 45835/46302 [48:34:37<29:43,  3.82s/it]
 99%|█████████▉| 45836/46302 [48:34:40<29:38,  3.82s/it]
 99%|█████████▉| 45837/46302 [48:34:44<29:35,  3.82s/it]
 99%|█████████▉| 45838/46302 [48:34:48<29:31,  3.82s/it]
 99%|█████████▉| 45839/46302 [48:34:52<29:27,  3.82s/it]
 99%|█████████▉| 45840/46302 [48:34:56<29:23,  3.82s/it]
 99%|█████████▉| 45841/46302 [48:34:59<29:19,  3.82s/it]
 99%|█████████▉| 45842/46302 [48:35:03<29:15,  3.82s/it]
 99%|█████████▉| 45843/46302 [48:35:07<29:11,  3.82s/it]
 99%|█████████▉| 45844/46302 [48:35:11<29:08,  3.82s/it]
 99%|█████████▉| 45845/46302 [48:35:15<29:04,  3.82s/it]
 99%|█████████▉| 45846/46302 [48:35:19<29:01,  3.82s/it]
 99%|█████████▉| 45847/46302 [48:35:22<28:57,  3.82s/it]
 99%|█████████▉| 45848/46302 [48:35:26<28:53,  3.82s/it]
 99%|█████████▉| 45849/46302 [48:35:30<28:49,  3.82s/it]
 99%|█████████▉| 45850/46302 [48:35:34<28:45,  3.82s/it]
 99%|█████████▉| 45851/46302 [48:35:38<28:41,  3.82s/it]
 99%|█████████▉| 45852/46302 [48:35:41<28:38,  3.82s/it]
 99%|█████████▉| 45853/46302 [48:35:45<28:34,  3.82s/it]
 99%|█████████▉| 45854/46302 [48:35:49<28:30,  3.82s/it]
 99%|█████████▉| 45855/46302 [48:35:53<28:27,  3.82s/it]
 99%|█████████▉| 45856/46302 [48:35:57<28:22,  3.82s/it]
 99%|█████████▉| 45857/46302 [48:36:01<28:19,  3.82s/it]
 99%|█████████▉| 45858/46302 [48:36:04<28:14,  3.82s/it]
 99%|█████████▉| 45859/46302 [48:36:08<28:11,  3.82s/it]
 99%|█████████▉| 45860/46302 [48:36:12<28:07,  3.82s/it]
 99%|█████████▉| 45861/46302 [48:36:16<28:03,  3.82s/it]
 99%|█████████▉| 45862/46302 [48:36:20<28:00,  3.82s/it]
 99%|█████████▉| 45863/46302 [48:36:23<27:56,  3.82s/it]
 99%|█████████▉| 45864/46302 [48:36:27<27:52,  3.82s/it]
 99%|█████████▉| 45865/46302 [48:36:31<27:48,  3.82s/it]
 99%|█████████▉| 45866/46302 [48:36:35<27:44,  3.82s/it]
 99%|█████████▉| 45867/46302 [48:36:39<27:41,  3.82s/it]
 99%|█████████▉| 45868/46302 [48:36:43<27:37,  3.82s/it]
 99%|█████████▉| 45869/46302 [48:36:46<27:33,  3.82s/it]
 99%|█████████▉| 45870/46302 [48:36:50<27:29,  3.82s/it]
 99%|█████████▉| 45871/46302 [48:36:54<27:25,  3.82s/it]
 99%|█████████▉| 45872/46302 [48:36:58<27:21,  3.82s/it]
 99%|█████████▉| 45873/46302 [48:37:02<27:18,  3.82s/it]
 99%|█████████▉| 45874/46302 [48:37:05<27:13,  3.82s/it]
 99%|█████████▉| 45875/46302 [48:37:09<27:09,  3.82s/it]
 99%|█████████▉| 45876/46302 [48:37:13<27:06,  3.82s/it]
 99%|█████████▉| 45877/46302 [48:37:17<27:03,  3.82s/it]
 99%|█████████▉| 45878/46302 [48:37:21<26:59,  3.82s/it]
 99%|█████████▉| 45879/46302 [48:37:25<26:55,  3.82s/it]
 99%|█████████▉| 45880/46302 [48:37:28<26:51,  3.82s/it]
 99%|█████████▉| 45881/46302 [48:37:32<26:47,  3.82s/it]
 99%|█████████▉| 45882/46302 [48:37:36<26:43,  3.82s/it]
 99%|█████████▉| 45883/46302 [48:37:40<26:39,  3.82s/it]
 99%|█████████▉| 45884/46302 [48:37:44<26:35,  3.82s/it]
 99%|█████████▉| 45885/46302 [48:37:47<26:31,  3.82s/it]
 99%|█████████▉| 45886/46302 [48:37:51<26:28,  3.82s/it]
 99%|█████████▉| 45887/46302 [48:37:55<26:24,  3.82s/it]
 99%|█████████▉| 45888/46302 [48:37:59<26:20,  3.82s/it]
 99%|█████████▉| 45889/46302 [48:38:03<26:16,  3.82s/it]
 99%|█████████▉| 45890/46302 [48:38:07<26:13,  3.82s/it]
 99%|█████████▉| 45891/46302 [48:38:10<26:08,  3.82s/it]
 99%|█████████▉| 45892/46302 [48:38:14<26:05,  3.82s/it]
 99%|█████████▉| 45893/46302 [48:38:18<26:01,  3.82s/it]
 99%|█████████▉| 45894/46302 [48:38:22<25:58,  3.82s/it]
 99%|█████████▉| 45895/46302 [48:38:26<25:54,  3.82s/it]
 99%|█████████▉| 45896/46302 [48:38:29<25:50,  3.82s/it]
 99%|█████████▉| 45897/46302 [48:38:33<25:46,  3.82s/it]
 99%|█████████▉| 45898/46302 [48:38:37<25:42,  3.82s/it]
 99%|█████████▉| 45899/46302 [48:38:41<25:38,  3.82s/it]
 99%|█████████▉| 45900/46302 [48:38:45<25:34,  3.82s/it]
 99%|█████████▉| 45901/46302 [48:38:49<25:31,  3.82s/it]
 99%|█████████▉| 45902/46302 [48:38:52<25:26,  3.82s/it]
 99%|█████████▉| 45903/46302 [48:38:56<25:23,  3.82s/it]
 99%|█████████▉| 45904/46302 [48:39:00<25:20,  3.82s/it]
 99%|█████████▉| 45905/46302 [48:39:04<25:16,  3.82s/it]
 99%|█████████▉| 45906/46302 [48:39:08<25:12,  3.82s/it]
 99%|█████████▉| 45907/46302 [48:39:11<25:08,  3.82s/it]
 99%|█████████▉| 45908/46302 [48:39:15<25:04,  3.82s/it]
 99%|█████████▉| 45909/46302 [48:39:19<25:00,  3.82s/it]
 99%|█████████▉| 45910/46302 [48:39:23<24:57,  3.82s/it]
 99%|█████████▉| 45911/46302 [48:39:27<24:53,  3.82s/it]
 99%|█████████▉| 45912/46302 [48:39:31<24:49,  3.82s/it]
 99%|█████████▉| 45913/46302 [48:39:34<24:46,  3.82s/it]
 99%|█████████▉| 45914/46302 [48:39:38<24:42,  3.82s/it]
 99%|█████████▉| 45915/46302 [48:39:42<24:38,  3.82s/it]
 99%|█████████▉| 45916/46302 [48:39:46<24:34,  3.82s/it]
 99%|█████████▉| 45917/46302 [48:39:50<24:30,  3.82s/it]
 99%|█████████▉| 45918/46302 [48:39:53<24:26,  3.82s/it]
 99%|█████████▉| 45919/46302 [48:39:57<24:22,  3.82s/it]
 99%|█████████▉| 45920/46302 [48:40:01<24:18,  3.82s/it]
 99%|█████████▉| 45921/46302 [48:40:05<24:15,  3.82s/it]
 99%|█████████▉| 45922/46302 [48:40:09<24:10,  3.82s/it]
 99%|█████████▉| 45923/46302 [48:40:13<24:07,  3.82s/it]
 99%|█████████▉| 45924/46302 [48:40:16<24:03,  3.82s/it]
 99%|█████████▉| 45925/46302 [48:40:20<23:59,  3.82s/it]
 99%|█████████▉| 45926/46302 [48:40:24<23:50,  3.80s/it]
 99%|█████████▉| 45927/46302 [48:40:28<23:42,  3.79s/it]
 99%|█████████▉| 45928/46302 [48:40:32<23:36,  3.79s/it]
 99%|█████████▉| 45929/46302 [48:40:35<23:30,  3.78s/it]
 99%|█████████▉| 45930/46302 [48:40:39<23:25,  3.78s/it]
 99%|█████████▉| 45931/46302 [48:40:43<23:21,  3.78s/it]
 99%|█████████▉| 45932/46302 [48:40:47<23:17,  3.78s/it]
 99%|█████████▉| 45933/46302 [48:40:50<23:13,  3.78s/it]
 99%|█████████▉| 45934/46302 [48:40:54<23:08,  3.77s/it]
 99%|█████████▉| 45935/46302 [48:40:58<23:04,  3.77s/it]
 99%|█████████▉| 45936/46302 [48:41:02<23:00,  3.77s/it]
 99%|█████████▉| 45937/46302 [48:41:05<22:56,  3.77s/it]
 99%|█████████▉| 45938/46302 [48:41:09<22:51,  3.77s/it]
 99%|█████████▉| 45939/46302 [48:41:13<22:48,  3.77s/it]
 99%|█████████▉| 45940/46302 [48:41:17<22:44,  3.77s/it]
 99%|█████████▉| 45941/46302 [48:41:21<22:40,  3.77s/it]
 99%|█████████▉| 45942/46302 [48:41:24<22:36,  3.77s/it]
 99%|█████████▉| 45943/46302 [48:41:28<22:33,  3.77s/it]
 99%|█████████▉| 45944/46302 [48:41:32<22:29,  3.77s/it]
 99%|█████████▉| 45945/46302 [48:41:36<22:25,  3.77s/it]
 99%|█████████▉| 45946/46302 [48:41:39<22:22,  3.77s/it]
 99%|█████████▉| 45947/46302 [48:41:43<22:18,  3.77s/it]
 99%|█████████▉| 45948/46302 [48:41:47<22:14,  3.77s/it]
 99%|█████████▉| 45949/46302 [48:41:51<22:10,  3.77s/it]
 99%|█████████▉| 45950/46302 [48:41:54<22:06,  3.77s/it]
 99%|█████████▉| 45951/46302 [48:41:58<22:03,  3.77s/it]
 99%|█████████▉| 45952/46302 [48:42:02<21:59,  3.77s/it]
 99%|█████████▉| 45953/46302 [48:42:06<21:55,  3.77s/it]
 99%|█████████▉| 45954/46302 [48:42:10<21:51,  3.77s/it]
 99%|█████████▉| 45955/46302 [48:42:13<21:47,  3.77s/it]
 99%|█████████▉| 45956/46302 [48:42:17<21:44,  3.77s/it]
 99%|█████████▉| 45957/46302 [48:42:21<21:40,  3.77s/it]
 99%|█████████▉| 45958/46302 [48:42:25<21:37,  3.77s/it]
 99%|█████████▉| 45959/46302 [48:42:28<21:33,  3.77s/it]
 99%|█████████▉| 45960/46302 [48:42:32<21:29,  3.77s/it]
 99%|█████████▉| 45961/46302 [48:42:36<21:25,  3.77s/it]
 99%|█████████▉| 45962/46302 [48:42:40<21:22,  3.77s/it]
 99%|█████████▉| 45963/46302 [48:42:43<21:18,  3.77s/it]
 99%|█████████▉| 45964/46302 [48:42:47<21:14,  3.77s/it]
 99%|█████████▉| 45965/46302 [48:42:51<21:10,  3.77s/it]
 99%|█████████▉| 45966/46302 [48:42:55<21:06,  3.77s/it]
 99%|█████████▉| 45967/46302 [48:42:59<21:03,  3.77s/it]
 99%|█████████▉| 45968/46302 [48:43:02<20:59,  3.77s/it]
 99%|█████████▉| 45969/46302 [48:43:06<20:55,  3.77s/it]
 99%|█████████▉| 45970/46302 [48:43:10<20:52,  3.77s/it]
 99%|█████████▉| 45971/46302 [48:43:14<20:47,  3.77s/it]
 99%|█████████▉| 45972/46302 [48:43:17<20:43,  3.77s/it]
 99%|█████████▉| 45973/46302 [48:43:21<20:40,  3.77s/it]
 99%|█████████▉| 45974/46302 [48:43:25<20:36,  3.77s/it]
 99%|█████████▉| 45975/46302 [48:43:29<20:33,  3.77s/it]
 99%|█████████▉| 45976/46302 [48:43:32<20:28,  3.77s/it]
 99%|█████████▉| 45977/46302 [48:43:36<20:25,  3.77s/it]
 99%|█████████▉| 45978/46302 [48:43:40<20:21,  3.77s/it]
 99%|█████████▉| 45979/46302 [48:43:44<20:18,  3.77s/it]
 99%|█████████▉| 45980/46302 [48:43:48<20:14,  3.77s/it]
 99%|█████████▉| 45981/46302 [48:43:51<20:10,  3.77s/it]
 99%|█████████▉| 45982/46302 [48:43:55<20:06,  3.77s/it]
 99%|█████████▉| 45983/46302 [48:43:59<20:02,  3.77s/it]
 99%|█████████▉| 45984/46302 [48:44:03<19:58,  3.77s/it]
 99%|█████████▉| 45985/46302 [48:44:06<19:54,  3.77s/it]
 99%|█████████▉| 45986/46302 [48:44:10<19:50,  3.77s/it]
 99%|█████████▉| 45987/46302 [48:44:14<19:47,  3.77s/it]
 99%|█████████▉| 45988/46302 [48:44:18<19:43,  3.77s/it]
 99%|█████████▉| 45989/46302 [48:44:21<19:40,  3.77s/it]
 99%|█████████▉| 45990/46302 [48:44:25<19:36,  3.77s/it]
 99%|█████████▉| 45991/46302 [48:44:29<19:32,  3.77s/it]
 99%|█████████▉| 45992/46302 [48:44:33<19:29,  3.77s/it]
 99%|█████████▉| 45993/46302 [48:44:37<19:24,  3.77s/it]
 99%|█████████▉| 45994/46302 [48:44:40<19:21,  3.77s/it]
 99%|█████████▉| 45995/46302 [48:44:44<19:17,  3.77s/it]
 99%|█████████▉| 45996/46302 [48:44:48<19:13,  3.77s/it]
 99%|█████████▉| 45997/46302 [48:44:52<19:09,  3.77s/it]
 99%|█████████▉| 45998/46302 [48:44:55<19:06,  3.77s/it]
 99%|█████████▉| 45999/46302 [48:44:59<19:02,  3.77s/it]
 99%|█████████▉| 46000/46302 [48:45:03<18:58,  3.77s/it]
                                                        
{'loss': 3.0407, 'learning_rate': 3.333186172795903e-05, 'epoch': 0.99}

 99%|█████████▉| 46000/46302 [48:45:03<18:58,  3.77s/it]
 99%|█████████▉| 46001/46302 [48:45:07<18:55,  3.77s/it]
 99%|█████████▉| 46002/46302 [48:45:10<18:51,  3.77s/it]
 99%|█████████▉| 46003/46302 [48:45:14<18:47,  3.77s/it]
 99%|█████████▉| 46004/46302 [48:45:18<18:43,  3.77s/it]
 99%|█████████▉| 46005/46302 [48:45:22<18:39,  3.77s/it]
 99%|█████████▉| 46006/46302 [48:45:26<18:35,  3.77s/it]
 99%|█████████▉| 46007/46302 [48:45:29<18:32,  3.77s/it]
 99%|█████████▉| 46008/46302 [48:45:33<18:28,  3.77s/it]
 99%|█████████▉| 46009/46302 [48:45:37<18:25,  3.77s/it]
 99%|█████████▉| 46010/46302 [48:45:41<18:25,  3.79s/it]
 99%|█████████▉| 46011/46302 [48:45:45<18:24,  3.80s/it]
 99%|█████████▉| 46012/46302 [48:45:48<18:22,  3.80s/it]
 99%|█████████▉| 46013/46302 [48:45:52<18:19,  3.80s/it]
 99%|█████████▉| 46014/46302 [48:45:56<18:16,  3.81s/it]
 99%|█████████▉| 46015/46302 [48:46:00<18:13,  3.81s/it]
 99%|█████████▉| 46016/46302 [48:46:04<18:10,  3.81s/it]
 99%|█████████▉| 46017/46302 [48:46:07<18:07,  3.81s/it]
 99%|█████████▉| 46018/46302 [48:46:11<18:03,  3.82s/it]
 99%|█████████▉| 46019/46302 [48:46:15<17:59,  3.82s/it]
 99%|█████████▉| 46020/46302 [48:46:19<17:56,  3.82s/it]
 99%|█████████▉| 46021/46302 [48:46:23<17:52,  3.82s/it]
 99%|█████████▉| 46022/46302 [48:46:27<17:48,  3.82s/it]
 99%|█████████▉| 46023/46302 [48:46:30<17:45,  3.82s/it]
 99%|█████████▉| 46024/46302 [48:46:34<17:41,  3.82s/it]
 99%|█████████▉| 46025/46302 [48:46:38<17:37,  3.82s/it]
 99%|█████████▉| 46026/46302 [48:46:42<17:33,  3.82s/it]
 99%|█████████▉| 46027/46302 [48:46:46<17:29,  3.82s/it]
 99%|█████████▉| 46028/46302 [48:46:49<17:25,  3.82s/it]
 99%|█████████▉| 46029/46302 [48:46:53<17:22,  3.82s/it]
 99%|█████████▉| 46030/46302 [48:46:57<17:18,  3.82s/it]
 99%|█████████▉| 46031/46302 [48:47:01<17:13,  3.81s/it]
 99%|█████████▉| 46032/46302 [48:47:05<17:09,  3.81s/it]
 99%|█████████▉| 46033/46302 [48:47:08<17:06,  3.81s/it]
 99%|█████████▉| 46034/46302 [48:47:12<17:02,  3.82s/it]
 99%|█████████▉| 46035/46302 [48:47:16<16:58,  3.82s/it]
 99%|█████████▉| 46036/46302 [48:47:20<16:54,  3.82s/it]
 99%|█████████▉| 46037/46302 [48:47:24<16:51,  3.82s/it]
 99%|█████████▉| 46038/46302 [48:47:28<16:47,  3.82s/it]
 99%|█████████▉| 46039/46302 [48:47:31<16:43,  3.82s/it]
 99%|█████████▉| 46040/46302 [48:47:35<16:39,  3.82s/it]
 99%|█████████▉| 46041/46302 [48:47:39<16:35,  3.81s/it]
 99%|█████████▉| 46042/46302 [48:47:43<16:31,  3.81s/it]
 99%|█████████▉| 46043/46302 [48:47:47<16:28,  3.82s/it]
 99%|█████████▉| 46044/46302 [48:47:50<16:24,  3.82s/it]
 99%|█████████▉| 46045/46302 [48:47:54<16:20,  3.82s/it]
 99%|█████████▉| 46046/46302 [48:47:58<16:17,  3.82s/it]
 99%|█████████▉| 46047/46302 [48:48:02<16:13,  3.82s/it]
 99%|█████████▉| 46048/46302 [48:48:06<16:09,  3.82s/it]
 99%|█████████▉| 46049/46302 [48:48:10<16:05,  3.82s/it]
 99%|█████████▉| 46050/46302 [48:48:13<16:01,  3.82s/it]
 99%|█████████▉| 46051/46302 [48:48:17<15:57,  3.82s/it]
 99%|█████████▉| 46052/46302 [48:48:21<15:54,  3.82s/it]
 99%|█████████▉| 46053/46302 [48:48:25<15:50,  3.82s/it]
 99%|█████████▉| 46054/46302 [48:48:29<15:46,  3.82s/it]
 99%|█████████▉| 46055/46302 [48:48:32<15:42,  3.82s/it]
 99%|█████████▉| 46056/46302 [48:48:36<15:39,  3.82s/it]
 99%|█████████▉| 46057/46302 [48:48:40<15:35,  3.82s/it]
 99%|█████████▉| 46058/46302 [48:48:44<15:31,  3.82s/it]
 99%|█████████▉| 46059/46302 [48:48:48<15:27,  3.82s/it]
 99%|█████████▉| 46060/46302 [48:48:52<15:23,  3.82s/it]
 99%|█████████▉| 46061/46302 [48:48:55<15:20,  3.82s/it]
 99%|█████████▉| 46062/46302 [48:48:59<15:16,  3.82s/it]
 99%|█████████▉| 46063/46302 [48:49:03<15:12,  3.82s/it]
 99%|█████████▉| 46064/46302 [48:49:07<15:08,  3.82s/it]
 99%|█████████▉| 46065/46302 [48:49:11<15:04,  3.82s/it]
 99%|█████████▉| 46066/46302 [48:49:14<15:00,  3.82s/it]
 99%|█████████▉| 46067/46302 [48:49:18<14:57,  3.82s/it]
 99%|█████████▉| 46068/46302 [48:49:22<14:53,  3.82s/it]
 99%|█████████▉| 46069/46302 [48:49:26<14:49,  3.82s/it]
 99%|█████████▉| 46070/46302 [48:49:30<14:45,  3.82s/it]
100%|█████████▉| 46071/46302 [48:49:34<14:41,  3.82s/it]
100%|█████████▉| 46072/46302 [48:49:37<14:37,  3.82s/it]
100%|█████████▉| 46073/46302 [48:49:41<14:33,  3.82s/it]
100%|█████████▉| 46074/46302 [48:49:45<14:30,  3.82s/it]
100%|█████████▉| 46075/46302 [48:49:49<14:26,  3.82s/it]
100%|█████████▉| 46076/46302 [48:49:53<14:22,  3.82s/it]
100%|█████████▉| 46077/46302 [48:49:56<14:18,  3.82s/it]
100%|█████████▉| 46078/46302 [48:50:00<14:14,  3.82s/it]
100%|█████████▉| 46079/46302 [48:50:04<14:10,  3.82s/it]
100%|█████████▉| 46080/46302 [48:50:08<14:07,  3.82s/it]
100%|█████████▉| 46081/46302 [48:50:12<14:03,  3.82s/it]
100%|█████████▉| 46082/46302 [48:50:15<13:59,  3.82s/it]
100%|█████████▉| 46083/46302 [48:50:19<13:55,  3.82s/it]
100%|█████████▉| 46084/46302 [48:50:23<13:52,  3.82s/it]
100%|█████████▉| 46085/46302 [48:50:27<13:48,  3.82s/it]
100%|█████████▉| 46086/46302 [48:50:31<13:44,  3.82s/it]
100%|█████████▉| 46087/46302 [48:50:35<13:40,  3.82s/it]
100%|█████████▉| 46088/46302 [48:50:38<13:36,  3.82s/it]
100%|█████████▉| 46089/46302 [48:50:42<13:33,  3.82s/it]
100%|█████████▉| 46090/46302 [48:50:46<13:29,  3.82s/it]
100%|█████████▉| 46091/46302 [48:50:50<13:25,  3.82s/it]
100%|█████████▉| 46092/46302 [48:50:54<13:21,  3.82s/it]
100%|█████████▉| 46093/46302 [48:50:57<13:17,  3.82s/it]
100%|█████████▉| 46094/46302 [48:51:01<13:14,  3.82s/it]
100%|█████████▉| 46095/46302 [48:51:05<13:10,  3.82s/it]
100%|█████████▉| 46096/46302 [48:51:09<13:06,  3.82s/it]
100%|█████████▉| 46097/46302 [48:51:13<13:02,  3.82s/it]
100%|█████████▉| 46098/46302 [48:51:17<12:58,  3.82s/it]
100%|█████████▉| 46099/46302 [48:51:20<12:54,  3.82s/it]
100%|█████████▉| 46100/46302 [48:51:24<12:50,  3.82s/it]
100%|█████████▉| 46101/46302 [48:51:28<12:46,  3.82s/it]
100%|█████████▉| 46102/46302 [48:51:32<12:43,  3.82s/it]
100%|█████████▉| 46103/46302 [48:51:36<12:39,  3.82s/it]
100%|█████████▉| 46104/46302 [48:51:39<12:35,  3.82s/it]
100%|█████████▉| 46105/46302 [48:51:43<12:31,  3.82s/it]
100%|█████████▉| 46106/46302 [48:51:47<12:27,  3.82s/it]
100%|█████████▉| 46107/46302 [48:51:51<12:23,  3.81s/it]
100%|█████████▉| 46108/46302 [48:51:55<12:19,  3.81s/it]
100%|█████████▉| 46109/46302 [48:51:59<12:16,  3.82s/it]
100%|█████████▉| 46110/46302 [48:52:02<12:12,  3.82s/it]
100%|█████████▉| 46111/46302 [48:52:06<12:08,  3.82s/it]
100%|█████████▉| 46112/46302 [48:52:10<12:05,  3.82s/it]
100%|█████████▉| 46113/46302 [48:52:14<12:01,  3.82s/it]
100%|█████████▉| 46114/46302 [48:52:18<11:57,  3.82s/it]
100%|█████████▉| 46115/46302 [48:52:21<11:53,  3.82s/it]
100%|█████████▉| 46116/46302 [48:52:25<11:49,  3.82s/it]
100%|█████████▉| 46117/46302 [48:52:29<11:45,  3.82s/it]
100%|█████████▉| 46118/46302 [48:52:33<11:42,  3.82s/it]
100%|█████████▉| 46119/46302 [48:52:37<11:38,  3.81s/it]
100%|█████████▉| 46120/46302 [48:52:41<11:34,  3.82s/it]
100%|█████████▉| 46121/46302 [48:52:44<11:30,  3.82s/it]
100%|█████████▉| 46122/46302 [48:52:48<11:26,  3.81s/it]
100%|█████████▉| 46123/46302 [48:52:52<11:22,  3.81s/it]
100%|█████████▉| 46124/46302 [48:52:56<11:18,  3.81s/it]
100%|█████████▉| 46125/46302 [48:53:00<11:14,  3.81s/it]
100%|█████████▉| 46126/46302 [48:53:03<11:11,  3.81s/it]
100%|█████████▉| 46127/46302 [48:53:07<11:07,  3.82s/it]
100%|█████████▉| 46128/46302 [48:53:11<11:04,  3.82s/it]
100%|█████████▉| 46129/46302 [48:53:15<11:00,  3.82s/it]
100%|█████████▉| 46130/46302 [48:53:19<10:56,  3.82s/it]
100%|█████████▉| 46131/46302 [48:53:22<10:52,  3.82s/it]
100%|█████████▉| 46132/46302 [48:53:26<10:48,  3.82s/it]
100%|█████████▉| 46133/46302 [48:53:30<10:44,  3.81s/it]
100%|█████████▉| 46134/46302 [48:53:34<10:40,  3.81s/it]
100%|█████████▉| 46135/46302 [48:53:38<10:37,  3.81s/it]
100%|█████████▉| 46136/46302 [48:53:42<10:33,  3.81s/it]
100%|█████████▉| 46137/46302 [48:53:45<10:29,  3.81s/it]
100%|█████████▉| 46138/46302 [48:53:49<10:25,  3.81s/it]
100%|█████████▉| 46139/46302 [48:53:53<10:21,  3.82s/it]
100%|█████████▉| 46140/46302 [48:53:57<10:17,  3.81s/it]
100%|█████████▉| 46141/46302 [48:54:01<10:14,  3.81s/it]
100%|█████████▉| 46142/46302 [48:54:04<10:10,  3.81s/it]
100%|█████████▉| 46143/46302 [48:54:08<10:06,  3.82s/it]
100%|█████████▉| 46144/46302 [48:54:12<10:02,  3.81s/it]
100%|█████████▉| 46145/46302 [48:54:16<09:58,  3.81s/it]
100%|█████████▉| 46146/46302 [48:54:20<09:55,  3.81s/it]
100%|█████████▉| 46147/46302 [48:54:24<09:51,  3.82s/it]
100%|█████████▉| 46148/46302 [48:54:27<09:47,  3.82s/it]
100%|█████████▉| 46149/46302 [48:54:31<09:43,  3.82s/it]
100%|█████████▉| 46150/46302 [48:54:35<09:40,  3.82s/it]
100%|█████████▉| 46151/46302 [48:54:39<09:36,  3.82s/it]
100%|█████████▉| 46152/46302 [48:54:43<09:32,  3.82s/it]
100%|█████████▉| 46153/46302 [48:54:46<09:28,  3.82s/it]
100%|█████████▉| 46154/46302 [48:54:50<09:24,  3.82s/it]
100%|█████████▉| 46155/46302 [48:54:54<09:20,  3.82s/it]
100%|█████████▉| 46156/46302 [48:54:58<09:17,  3.82s/it]
100%|█████████▉| 46157/46302 [48:55:02<09:13,  3.81s/it]
100%|█████████▉| 46158/46302 [48:55:05<09:09,  3.81s/it]
100%|█████████▉| 46159/46302 [48:55:09<09:05,  3.81s/it]
100%|█████████▉| 46160/46302 [48:55:13<09:01,  3.82s/it]
100%|█████████▉| 46161/46302 [48:55:17<08:57,  3.82s/it]
100%|█████████▉| 46162/46302 [48:55:21<08:54,  3.82s/it]
100%|█████████▉| 46163/46302 [48:55:25<08:50,  3.81s/it]
100%|█████████▉| 46164/46302 [48:55:28<08:46,  3.81s/it]
100%|█████████▉| 46165/46302 [48:55:32<08:42,  3.82s/it]
100%|█████████▉| 46166/46302 [48:55:36<08:38,  3.81s/it]
100%|█████████▉| 46167/46302 [48:55:40<08:34,  3.81s/it]
100%|█████████▉| 46168/46302 [48:55:44<08:31,  3.81s/it]
100%|█████████▉| 46169/46302 [48:55:47<08:27,  3.82s/it]
100%|█████████▉| 46170/46302 [48:55:51<08:23,  3.81s/it]
100%|█████████▉| 46171/46302 [48:55:55<08:19,  3.81s/it]
100%|█████████▉| 46172/46302 [48:55:59<08:15,  3.81s/it]
100%|█████████▉| 46173/46302 [48:56:03<08:12,  3.81s/it]
100%|█████████▉| 46174/46302 [48:56:07<08:08,  3.81s/it]
100%|█████████▉| 46175/46302 [48:56:10<08:04,  3.82s/it]
100%|█████████▉| 46176/46302 [48:56:14<08:00,  3.82s/it]
100%|█████████▉| 46177/46302 [48:56:18<07:56,  3.82s/it]
100%|█████████▉| 46178/46302 [48:56:22<07:53,  3.82s/it]
100%|█████████▉| 46179/46302 [48:56:26<07:49,  3.82s/it]
100%|█████████▉| 46180/46302 [48:56:29<07:45,  3.82s/it]
100%|█████████▉| 46181/46302 [48:56:33<07:41,  3.82s/it]
100%|█████████▉| 46182/46302 [48:56:37<07:37,  3.82s/it]
100%|█████████▉| 46183/46302 [48:56:41<07:34,  3.82s/it]
100%|█████████▉| 46184/46302 [48:56:45<07:30,  3.82s/it]
100%|█████████▉| 46185/46302 [48:56:49<07:26,  3.82s/it]
100%|█████████▉| 46186/46302 [48:56:52<07:22,  3.82s/it]
100%|█████████▉| 46187/46302 [48:56:56<07:18,  3.81s/it]
100%|█████████▉| 46188/46302 [48:57:00<07:14,  3.82s/it]
100%|█████████▉| 46189/46302 [48:57:04<07:11,  3.81s/it]
100%|█████████▉| 46190/46302 [48:57:08<07:07,  3.82s/it]
100%|█████████▉| 46191/46302 [48:57:11<07:03,  3.81s/it]
100%|█████████▉| 46192/46302 [48:57:15<06:59,  3.82s/it]
100%|█████████▉| 46193/46302 [48:57:19<06:55,  3.81s/it]
100%|█████████▉| 46194/46302 [48:57:23<06:51,  3.81s/it]
100%|█████████▉| 46195/46302 [48:57:27<06:48,  3.82s/it]
100%|█████████▉| 46196/46302 [48:57:30<06:44,  3.82s/it]
100%|█████████▉| 46197/46302 [48:57:34<06:40,  3.82s/it]
100%|█████████▉| 46198/46302 [48:57:38<06:36,  3.82s/it]
100%|█████████▉| 46199/46302 [48:57:42<06:33,  3.82s/it]
100%|█████████▉| 46200/46302 [48:57:46<06:29,  3.82s/it]
100%|█████████▉| 46201/46302 [48:57:50<06:25,  3.81s/it]
100%|█████████▉| 46202/46302 [48:57:53<06:21,  3.81s/it]
100%|█████████▉| 46203/46302 [48:57:57<06:17,  3.82s/it]
100%|█████████▉| 46204/46302 [48:58:01<06:13,  3.82s/it]
100%|█████████▉| 46205/46302 [48:58:05<06:10,  3.82s/it]
100%|█████████▉| 46206/46302 [48:58:09<06:06,  3.82s/it]
100%|█████████▉| 46207/46302 [48:58:12<06:02,  3.82s/it]
100%|█████████▉| 46208/46302 [48:58:16<05:58,  3.82s/it]
100%|█████████▉| 46209/46302 [48:58:20<05:54,  3.82s/it]
100%|█████████▉| 46210/46302 [48:58:24<05:51,  3.82s/it]
100%|█████████▉| 46211/46302 [48:58:28<05:47,  3.81s/it]
100%|█████████▉| 46212/46302 [48:58:32<05:43,  3.82s/it]
100%|█████████▉| 46213/46302 [48:58:35<05:39,  3.81s/it]
100%|█████████▉| 46214/46302 [48:58:39<05:35,  3.82s/it]
100%|█████████▉| 46215/46302 [48:58:43<05:31,  3.81s/it]
100%|█████████▉| 46216/46302 [48:58:47<05:28,  3.81s/it]
100%|█████████▉| 46217/46302 [48:58:51<05:24,  3.82s/it]
100%|█████████▉| 46218/46302 [48:58:54<05:20,  3.81s/it]
100%|█████████▉| 46219/46302 [48:58:58<05:16,  3.81s/it]
100%|█████████▉| 46220/46302 [48:59:02<05:12,  3.82s/it]
100%|█████████▉| 46221/46302 [48:59:06<05:09,  3.82s/it]
100%|█████████▉| 46222/46302 [48:59:10<05:05,  3.82s/it]
100%|█████████▉| 46223/46302 [48:59:13<05:01,  3.82s/it]
100%|█████████▉| 46224/46302 [48:59:17<04:57,  3.82s/it]
100%|█████████▉| 46225/46302 [48:59:21<04:53,  3.82s/it]
100%|█████████▉| 46226/46302 [48:59:25<04:50,  3.82s/it]
100%|█████████▉| 46227/46302 [48:59:29<04:46,  3.82s/it]
100%|█████████▉| 46228/46302 [48:59:33<04:42,  3.82s/it]
100%|█████████▉| 46229/46302 [48:59:36<04:38,  3.82s/it]
100%|█████████▉| 46230/46302 [48:59:40<04:34,  3.82s/it]
100%|█████████▉| 46231/46302 [48:59:44<04:30,  3.82s/it]
100%|█████████▉| 46232/46302 [48:59:48<04:27,  3.82s/it]
100%|█████████▉| 46233/46302 [48:59:52<04:23,  3.82s/it]
100%|█████████▉| 46234/46302 [48:59:55<04:19,  3.82s/it]
100%|█████████▉| 46235/46302 [48:59:59<04:15,  3.82s/it]
100%|█████████▉| 46236/46302 [49:00:03<04:11,  3.82s/it]
100%|█████████▉| 46237/46302 [49:00:07<04:08,  3.82s/it]
100%|█████████▉| 46238/46302 [49:00:11<04:04,  3.82s/it]
100%|█████████▉| 46239/46302 [49:00:15<04:00,  3.82s/it]
100%|█████████▉| 46240/46302 [49:00:18<03:56,  3.82s/it]
100%|█████████▉| 46241/46302 [49:00:22<03:52,  3.82s/it]
100%|█████████▉| 46242/46302 [49:00:26<03:49,  3.82s/it]
100%|█████████▉| 46243/46302 [49:00:30<03:45,  3.82s/it]
100%|█████████▉| 46244/46302 [49:00:34<03:41,  3.82s/it]
100%|█████████▉| 46245/46302 [49:00:37<03:37,  3.82s/it]
100%|█████████▉| 46246/46302 [49:00:41<03:33,  3.82s/it]
100%|█████████▉| 46247/46302 [49:00:45<03:29,  3.82s/it]
100%|█████████▉| 46248/46302 [49:00:49<03:26,  3.82s/it]
100%|█████████▉| 46249/46302 [49:00:53<03:22,  3.82s/it]
100%|█████████▉| 46250/46302 [49:00:57<03:18,  3.82s/it]
100%|█████████▉| 46251/46302 [49:01:00<03:14,  3.82s/it]
100%|█████████▉| 46252/46302 [49:01:04<03:10,  3.82s/it]
100%|█████████▉| 46253/46302 [49:01:08<03:06,  3.82s/it]
100%|█████████▉| 46254/46302 [49:01:12<03:03,  3.82s/it]
100%|█████████▉| 46255/46302 [49:01:16<02:59,  3.82s/it]
100%|█████████▉| 46256/46302 [49:01:19<02:55,  3.82s/it]
100%|█████████▉| 46257/46302 [49:01:23<02:51,  3.82s/it]
100%|█████████▉| 46258/46302 [49:01:27<02:47,  3.82s/it]
100%|█████████▉| 46259/46302 [49:01:31<02:44,  3.82s/it]
100%|█████████▉| 46260/46302 [49:01:35<02:40,  3.82s/it]
100%|█████████▉| 46261/46302 [49:01:39<02:36,  3.82s/it]
100%|█████████▉| 46262/46302 [49:01:42<02:32,  3.82s/it]
100%|█████████▉| 46263/46302 [49:01:46<02:28,  3.82s/it]
100%|█████████▉| 46264/46302 [49:01:50<02:25,  3.82s/it]
100%|█████████▉| 46265/46302 [49:01:54<02:21,  3.82s/it]
100%|█████████▉| 46266/46302 [49:01:58<02:17,  3.82s/it]
100%|█████████▉| 46267/46302 [49:02:01<02:13,  3.82s/it]
100%|█████████▉| 46268/46302 [49:02:05<02:09,  3.82s/it]
100%|█████████▉| 46269/46302 [49:02:09<02:05,  3.82s/it]
100%|█████████▉| 46270/46302 [49:02:13<02:02,  3.82s/it]
100%|█████████▉| 46271/46302 [49:02:17<01:58,  3.82s/it]
100%|█████████▉| 46272/46302 [49:02:21<01:54,  3.82s/it]
100%|█████████▉| 46273/46302 [49:02:24<01:50,  3.82s/it]
100%|█████████▉| 46274/46302 [49:02:28<01:46,  3.82s/it]
100%|█████████▉| 46275/46302 [49:02:32<01:43,  3.82s/it]
100%|█████████▉| 46276/46302 [49:02:36<01:39,  3.82s/it]
100%|█████████▉| 46277/46302 [49:02:40<01:35,  3.82s/it]
100%|█████████▉| 46278/46302 [49:02:43<01:31,  3.82s/it]
100%|█████████▉| 46279/46302 [49:02:47<01:27,  3.82s/it]
100%|█████████▉| 46280/46302 [49:02:51<01:23,  3.82s/it]
100%|█████████▉| 46281/46302 [49:02:55<01:20,  3.82s/it]
100%|█████████▉| 46282/46302 [49:02:59<01:16,  3.82s/it]
100%|█████████▉| 46283/46302 [49:03:02<01:12,  3.82s/it]
100%|█████████▉| 46284/46302 [49:03:06<01:08,  3.82s/it]
100%|█████████▉| 46285/46302 [49:03:10<01:04,  3.81s/it]
100%|█████████▉| 46286/46302 [49:03:14<01:01,  3.81s/it]
100%|█████████▉| 46287/46302 [49:03:18<00:57,  3.82s/it]
100%|█████████▉| 46288/46302 [49:03:22<00:53,  3.81s/it]
100%|█████████▉| 46289/46302 [49:03:25<00:49,  3.81s/it]
100%|█████████▉| 46290/46302 [49:03:29<00:45,  3.81s/it]
100%|█████████▉| 46291/46302 [49:03:33<00:41,  3.81s/it]
100%|█████████▉| 46292/46302 [49:03:37<00:38,  3.82s/it]
100%|█████████▉| 46293/46302 [49:03:41<00:34,  3.82s/it]
100%|█████████▉| 46294/46302 [49:03:44<00:30,  3.82s/it]
100%|█████████▉| 46295/46302 [49:03:48<00:26,  3.81s/it]
100%|█████████▉| 46296/46302 [49:03:52<00:22,  3.82s/it]
100%|█████████▉| 46297/46302 [49:03:56<00:19,  3.82s/it]
100%|█████████▉| 46298/46302 [49:04:00<00:15,  3.82s/it]
100%|█████████▉| 46299/46302 [49:04:04<00:11,  3.82s/it]
100%|█████████▉| 46300/46302 [49:04:07<00:07,  3.82s/it]
100%|█████████▉| 46301/46302 [49:04:11<00:03,  3.82s/it]
100%|██████████| 46302/46302 [49:04:15<00:00,  3.89s/it][INFO|trainer.py:1953] 2024-01-13 21:39:39,469 >> 

Training completed. Do not forget to share your model on huggingface.co/models =)



                                                        
{'train_runtime': 176655.7796, 'train_samples_per_second': 16.775, 'train_steps_per_second': 0.262, 'train_loss': 3.3394907157594433, 'epoch': 1.0}

100%|██████████| 46302/46302 [49:04:15<00:00,  3.89s/it]
100%|██████████| 46302/46302 [49:04:15<00:00,  3.82s/it]
[INFO|trainer.py:2895] 2024-01-13 21:39:39,476 >> Saving model checkpoint to ./training_bilingual
[INFO|configuration_utils.py:483] 2024-01-13 21:39:39,477 >> Configuration saved in ./training_bilingual/config.json
[INFO|configuration_utils.py:594] 2024-01-13 21:39:39,477 >> Configuration saved in ./training_bilingual/generation_config.json
[I ProcessGroupNCCL.cpp:837] [Rank 1] NCCL watchdog thread terminated normally
pytorchRB:20618:20791 [1] NCCL INFO [Service thread] Connection closed by localRank 1
pytorchRB:20618:20618 [1] NCCL INFO comm 0x562a643572d0 rank 1 nranks 2 cudaDev 1 busId 1a000 - Abort COMPLETE
[INFO|modeling_utils.py:2413] 2024-01-13 21:39:40,140 >> Model weights saved in ./training_bilingual/model.safetensors
[INFO|tokenization_utils_base.py:2432] 2024-01-13 21:39:40,140 >> tokenizer config file saved in ./training_bilingual/tokenizer_config.json
[INFO|tokenization_utils_base.py:2441] 2024-01-13 21:39:40,140 >> Special tokens file saved in ./training_bilingual/special_tokens_map.json
***** train metrics *****
  epoch                    =                1.0
  train_loss               =             3.3395
  train_runtime            = 2 days, 1:04:15.77
  train_samples            =            2963317
  train_samples_per_second =             16.775
  train_steps_per_second   =              0.262
[INFO|modelcard.py:452] 2024-01-13 21:39:40,183 >> Dropping the following result as it does not have all the necessary fields:
{'task': {'name': 'Causal Language Modeling', 'type': 'text-generation'}, 'dataset': {'name': 'RaiBP/openwebtext2-first-30-chunks-ablation-bilingual', 'type': 'RaiBP/openwebtext2-first-30-chunks-ablation-bilingual', 'config': None, 'split': 'None'}}
[I ProcessGroupNCCL.cpp:837] [Rank 0] NCCL watchdog thread terminated normally
pytorchRB:20617:20792 [0] NCCL INFO [Service thread] Connection closed by localRank 0
pytorchRB:20617:20617 [0] NCCL INFO comm 0x55a5d8262540 rank 0 nranks 2 cudaDev 0 busId 19000 - Abort COMPLETE