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2021-07-26 00:12:24.148625: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
[00:12:25] - WARNING - __main__ - Process rank: -1, device: cpu, n_gpu: 0distributed training: False, 16-bits training: False
[00:12:25] - INFO - __main__ - Training/evaluation parameters TrainingArguments(
_n_gpu=0,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.98,
adam_epsilon=1e-06,
dataloader_drop_last=False,
dataloader_num_workers=0,
dataloader_pin_memory=True,
ddp_find_unused_parameters=None,
debug=[],
deepspeed=None,
disable_tqdm=False,
do_eval=False,
do_predict=False,
do_train=False,
eval_accumulation_steps=None,
eval_steps=1000,
evaluation_strategy=IntervalStrategy.NO,
fp16=False,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
gradient_accumulation_steps=1,
greater_is_better=None,
group_by_length=False,
ignore_data_skip=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=0.0006,
length_column_name=length,
load_best_model_at_end=False,
local_rank=-1,
log_level=-1,
log_level_replica=-1,
log_on_each_node=True,
logging_dir=./outputs/runs/Jul26_00-12-25_tablespoon,
logging_first_step=False,
logging_steps=500,
logging_strategy=IntervalStrategy.STEPS,
lr_scheduler_type=SchedulerType.LINEAR,
max_grad_norm=1.0,
max_steps=-1,
metric_for_best_model=None,
mp_parameters=,
no_cuda=False,
num_train_epochs=3.0,
output_dir=./outputs,
overwrite_output_dir=True,
past_index=-1,
per_device_eval_batch_size=48,
per_device_train_batch_size=48,
prediction_loss_only=False,
push_to_hub=False,
push_to_hub_model_id=outputs,
push_to_hub_organization=None,
push_to_hub_token=None,
remove_unused_columns=True,
report_to=['tensorboard', 'wandb'],
resume_from_checkpoint=None,
run_name=./outputs,
save_on_each_node=False,
save_steps=1000,
save_strategy=IntervalStrategy.STEPS,
save_total_limit=5,
seed=42,
sharded_ddp=[],
skip_memory_metrics=True,
tpu_metrics_debug=False,
tpu_num_cores=None,
use_legacy_prediction_loop=False,
warmup_ratio=0.0,
warmup_steps=500,
weight_decay=0.01,
)
[00:12:26] - WARNING - __main__ - Unable to load local dataset with perplexity sampling support. Using huggingface.co/datasets/bertin-project/mc4-es-sampled: BuilderConfig Mc4EsSampledConfig(name='stepwise', version='0.0.0', data_dir=None, data_files={}, description=None) doesn't have a 'boundaries' key.
[00:12:27] - INFO - absl - Starting the local TPU driver.
[00:12:27] - INFO - absl - Unable to initialize backend 'tpu_driver': Not found: Unable to find driver in registry given worker: local://
[00:12:27] - INFO - absl - Unable to initialize backend 'gpu': Not found: Could not find registered platform with name: "cuda". Available platform names are: TPU Interpreter Host
wandb: Currently logged in as: versae (use `wandb login --relogin` to force relogin)
wandb: wandb version 0.11.0 is available!  To upgrade, please run:
wandb:  $ pip install wandb --upgrade
2021-07-26 00:12:34.440423: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
wandb: Tracking run with wandb version 0.10.33
wandb: Syncing run amber-galaxy-46
wandb:  View project at https://wandb.ai/wandb/hf-flax-bertin-roberta-es
wandb:  View run at https://wandb.ai/wandb/hf-flax-bertin-roberta-es/runs/17u6inbn
wandb: Run data is saved locally in /var/hf/experiment-base-exp-512seq-stepwise/wandb/run-20210726_001233-17u6inbn
wandb: Run `wandb offline` to turn off syncing.
2021-07-26 00:12:35.575266: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory

2021-07-26 00:12:35.575304: W tensorflow/stream_executor/cuda/cuda_driver.cc:326] failed call to cuInit: UNKNOWN ERROR (303)

[00:12:36] - INFO - filelock - Lock 139656499698272 acquired on /home/versae/.cache/huggingface/transformers/27b7e968d2908b27f8c1df265c2dc08aef61be0f25bdc735df4df552829968fd.04a8293889c44bb7f31a5ee6212b8aa0b690121444e9c7ce1616fbe2a461ebba.lock




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Downloading:  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                                     | 153M/250M [00:04<00:02, 38.5MB/s]
Downloading:  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                                    | 157M/250M [00:04<00:02, 36.3MB/s]
Downloading:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                                  | 162M/250M [00:04<00:02, 39.6MB/s]
Downloading:  66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                                | 166M/250M [00:04<00:02, 38.3MB/s]
Downloading:  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                               | 169M/250M [00:04<00:02, 37.1MB/s]
Downloading:  70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                             | 174M/250M [00:04<00:01, 39.8MB/s]
Downloading:  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                           | 178M/250M [00:05<00:01, 37.6MB/s]
Downloading:  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                          | 182M/250M [00:05<00:01, 37.2MB/s]
Downloading:  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                        | 187M/250M [00:05<00:01, 39.7MB/s]
Downloading:  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                      | 191M/250M [00:05<00:01, 37.5MB/s]
Downloading:  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                     | 195M/250M [00:05<00:01, 37.3MB/s]
Downloading:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ                   | 200M/250M [00:05<00:01, 39.6MB/s]
Downloading:  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                 | 204M/250M [00:05<00:01, 37.4MB/s]
Downloading:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                | 208M/250M [00:05<00:01, 37.6MB/s]
Downloading:  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ              | 213M/250M [00:05<00:00, 39.5MB/s]
Downloading:  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ             | 217M/250M [00:06<00:00, 37.0MB/s]
Downloading:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š           | 221M/250M [00:06<00:00, 39.0MB/s]
Downloading:  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž         | 225M/250M [00:06<00:00, 38.2MB/s]
Downloading:  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š        | 229M/250M [00:06<00:00, 38.3MB/s]
Downloading:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž      | 233M/250M [00:06<00:00, 38.2MB/s]
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[00:12:43] - INFO - filelock - Lock 139656499698272 released on /home/versae/.cache/huggingface/transformers/27b7e968d2908b27f8c1df265c2dc08aef61be0f25bdc735df4df552829968fd.04a8293889c44bb7f31a5ee6212b8aa0b690121444e9c7ce1616fbe2a461ebba.lock

/var/hf/venv/lib/python3.8/site-packages/jax/lib/xla_bridge.py:386: UserWarning: jax.host_count has been renamed to jax.process_count. This alias will eventually be removed; please update your code.

  warnings.warn(

/var/hf/venv/lib/python3.8/site-packages/jax/lib/xla_bridge.py:373: UserWarning: jax.host_id has been renamed to jax.process_index. This alias will eventually be removed; please update your code.

  warnings.warn(


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Training...:   0%|β–Ž                                                                                            | 138/50000 [04:08<17:38:43,  1.27s/it]
Training...:   0%|β–Ž                                                                                            | 139/50000 [04:09<17:31:03,  1.26s/it]
Training...:   0%|β–Ž                                                                                            | 140/50000 [04:11<16:57:50,  1.22s/it]
Training...:   0%|β–Ž                                                                                            | 141/50000 [04:12<16:39:52,  1.20s/it]
Training...:   0%|β–Ž                                                                                            | 142/50000 [04:13<16:14:41,  1.17s/it]
Training...:   0%|β–Ž                                                                                            | 143/50000 [04:14<15:36:34,  1.13s/it]
Training...:   0%|β–Ž                                                                                            | 144/50000 [04:15<15:50:33,  1.14s/it]
Training...:   0%|β–Ž                                                                                            | 145/50000 [04:16<16:15:58,  1.17s/it]
Training...:   0%|β–Ž                                                                                            | 146/50000 [04:18<16:46:03,  1.21s/it]
Training...:   0%|β–Ž                                                                                            | 147/50000 [04:19<17:02:47,  1.23s/it]
Training...:   0%|β–Ž                                                                                            | 148/50000 [04:20<18:12:51,  1.32s/it]
Training...:   0%|β–Ž                                                                                            | 149/50000 [04:21<16:59:41,  1.23s/it]
Training...:   0%|β–Ž                                                                                            | 150/50000 [04:22<16:00:32,  1.16s/it]
Training...:   0%|β–Ž                                                                                            | 151/50000 [04:24<16:21:46,  1.18s/it]
Training...:   0%|β–Ž                                                                                            | 152/50000 [04:25<16:09:16,  1.17s/it]
Training...:   0%|β–Ž                                                                                            | 153/50000 [04:26<16:51:48,  1.22s/it]
Training...:   0%|β–Ž                                                                                            | 154/50000 [04:27<16:02:59,  1.16s/it]
Training...:   0%|β–Ž                                                                                            | 155/50000 [04:28<14:47:43,  1.07s/it]
Training...:   0%|β–Ž                                                                                            | 156/50000 [04:29<15:21:39,  1.11s/it]
Training...:   0%|β–Ž                                                                                            | 157/50000 [04:30<14:54:46,  1.08s/it]
Training...:   0%|β–Ž                                                                                            | 158/50000 [04:31<15:45:02,  1.14s/it]
Training...:   0%|β–Ž                                                                                            | 159/50000 [04:34<19:49:11,  1.43s/it]
Training...:   0%|β–Ž                                                                                            | 160/50000 [04:34<17:37:56,  1.27s/it]
Training...:   0%|β–Ž                                                                                            | 161/50000 [04:35<16:29:26,  1.19s/it]
Training...:   0%|β–Ž                                                                                            | 162/50000 [04:37<16:35:26,  1.20s/it]
Training...:   0%|β–Ž                                                                                            | 163/50000 [04:38<19:04:05,  1.38s/it]
Training...:   0%|β–Ž                                                                                            | 164/50000 [04:40<18:16:40,  1.32s/it]
Training...:   0%|β–Ž                                                                                            | 165/50000 [04:41<17:31:40,  1.27s/it]
Training...:   0%|β–Ž                                                                                            | 166/50000 [04:42<16:58:33,  1.23s/it]
Training...:   0%|β–Ž                                                                                            | 167/50000 [04:43<16:24:35,  1.19s/it]
Training...:   0%|β–Ž                                                                                            | 168/50000 [04:44<15:52:12,  1.15s/it]
Training...:   0%|β–Ž                                                                                            | 169/50000 [04:45<15:29:23,  1.12s/it]
Training...:   0%|β–Ž                                                                                            | 170/50000 [04:46<15:03:12,  1.09s/it]
Training...:   0%|β–Ž                                                                                            | 171/50000 [04:47<14:48:43,  1.07s/it]
Training...:   0%|β–Ž                                                                                            | 172/50000 [04:49<16:13:33,  1.17s/it]
Training...:   0%|β–Ž                                                                                            | 173/50000 [04:50<16:54:20,  1.22s/it]
Training...:   0%|β–Ž                                                                                            | 174/50000 [04:51<16:29:59,  1.19s/it]
Training...:   0%|β–Ž                                                                                            | 175/50000 [04:52<15:52:38,  1.15s/it]
Training...:   0%|β–Ž                                                                                            | 176/50000 [04:53<15:14:14,  1.10s/it]
Training...:   0%|β–Ž                                                                                            | 177/50000 [04:54<15:38:22,  1.13s/it]
Training...:   0%|β–Ž                                                                                            | 178/50000 [04:56<18:47:39,  1.36s/it]
Training...:   0%|β–Ž                                                                                            | 179/50000 [04:57<16:45:03,  1.21s/it]
Training...:   0%|β–Ž                                                                                            | 180/50000 [04:58<15:56:34,  1.15s/it]
Training...:   0%|β–Ž                                                                                            | 181/50000 [04:59<16:42:25,  1.21s/it]
Training...:   0%|β–Ž                                                                                            | 182/50000 [05:00<16:15:59,  1.18s/it]
Training...:   0%|β–Ž                                                                                            | 183/50000 [05:01<15:06:21,  1.09s/it]
Training...:   0%|β–Ž                                                                                            | 184/50000 [05:02<14:50:03,  1.07s/it]
Training...:   0%|β–Ž                                                                                            | 185/50000 [05:04<15:00:39,  1.08s/it]
Training...:   0%|β–Ž                                                                                            | 186/50000 [05:05<14:59:10,  1.08s/it]
Training...:   0%|β–Ž                                                                                            | 187/50000 [05:06<15:11:10,  1.10s/it]
Training...:   0%|β–Ž                                                                                            | 188/50000 [05:07<14:40:32,  1.06s/it]
Training...:   0%|β–Ž                                                                                            | 189/50000 [05:08<14:34:21,  1.05s/it]
Training...:   0%|β–Ž                                                                                            | 190/50000 [05:09<14:49:14,  1.07s/it]
Training...:   0%|β–Ž                                                                                            | 191/50000 [05:10<15:10:33,  1.10s/it]
Training...:   0%|β–Ž                                                                                            | 192/50000 [05:11<15:21:35,  1.11s/it]
Training...:   0%|β–Ž                                                                                            | 193/50000 [05:13<17:47:19,  1.29s/it]
Training...:   0%|β–Ž                                                                                            | 194/50000 [05:14<17:03:21,  1.23s/it]
Training...:   0%|β–Ž                                                                                            | 195/50000 [05:15<16:20:58,  1.18s/it]
Training...:   0%|β–Ž                                                                                            | 196/50000 [05:16<15:51:03,  1.15s/it]
Training...:   0%|β–Ž                                                                                            | 197/50000 [05:17<16:02:06,  1.16s/it]
Training...:   0%|β–Ž                                                                                            | 198/50000 [05:18<15:48:59,  1.14s/it]
Training...:   0%|β–Ž                                                                                            | 199/50000 [05:19<15:30:25,  1.12s/it]
Training...:   0%|β–Ž                                                                                            | 200/50000 [05:21<15:56:21,  1.15s/it]
Training...:   0%|β–Ž                                                                                            | 201/50000 [05:22<16:16:22,  1.18s/it]
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Training...:   1%|▍                                                                                            | 268/50000 [06:46<17:31:39,  1.27s/it]
Training...:   1%|β–Œ                                                                                            | 269/50000 [06:48<18:54:38,  1.37s/it]
Training...:   1%|β–Œ                                                                                            | 270/50000 [06:49<17:16:31,  1.25s/it]
Training...:   1%|β–Œ                                                                                            | 271/50000 [06:50<17:41:34,  1.28s/it]
Training...:   1%|β–Œ                                                                                            | 272/50000 [06:51<16:27:24,  1.19s/it]
Training...:   1%|β–Œ                                                                                            | 273/50000 [06:52<16:00:49,  1.16s/it]
Training...:   1%|β–Œ                                                                                            | 274/50000 [06:53<17:10:15,  1.24s/it]
Training...:   1%|β–Œ                                                                                            | 275/50000 [06:55<18:12:06,  1.32s/it]
Training...:   1%|β–Œ                                                                                            | 276/50000 [06:56<18:04:04,  1.31s/it]
Training...:   1%|β–Œ                                                                                            | 277/50000 [06:57<17:38:07,  1.28s/it]
Training...:   1%|β–Œ                                                                                            | 278/50000 [06:59<17:20:14,  1.26s/it]
Training...:   1%|β–Œ                                                                                            | 279/50000 [07:00<17:08:45,  1.24s/it]
Training...:   1%|β–Œ                                                                                            | 280/50000 [07:01<16:50:54,  1.22s/it]
Training...:   1%|β–Œ                                                                                            | 281/50000 [07:02<15:53:46,  1.15s/it]
Training...:   1%|β–Œ                                                                                            | 282/50000 [07:04<18:08:19,  1.31s/it]
Training...:   1%|β–Œ                                                                                            | 283/50000 [07:05<17:57:34,  1.30s/it]
Training...:   1%|β–Œ                                                                                            | 284/50000 [07:06<17:26:12,  1.26s/it]
Training...:   1%|β–Œ                                                                                            | 285/50000 [07:07<16:33:12,  1.20s/it]
Training...:   1%|β–Œ                                                                                            | 286/50000 [07:08<15:22:48,  1.11s/it]
Training...:   1%|β–Œ                                                                                            | 287/50000 [07:09<14:54:50,  1.08s/it]
Training...:   1%|β–Œ                                                                                            | 288/50000 [07:10<14:57:46,  1.08s/it]
Training...:   1%|β–Œ                                                                                            | 289/50000 [07:11<15:17:40,  1.11s/it]
Training...:   1%|β–Œ                                                                                            | 290/50000 [07:13<15:44:00,  1.14s/it]
Training...:   1%|β–Œ                                                                                            | 291/50000 [07:15<19:23:24,  1.40s/it]
Training...:   1%|β–Œ                                                                                            | 292/50000 [07:16<17:50:50,  1.29s/it]
Training...:   1%|β–Œ                                                                                            | 293/50000 [07:17<17:07:51,  1.24s/it]
Training...:   1%|β–Œ                                                                                            | 294/50000 [07:18<17:13:09,  1.25s/it]
Training...:   1%|β–Œ                                                                                            | 295/50000 [07:19<16:30:26,  1.20s/it]
Training...:   1%|β–Œ                                                                                            | 296/50000 [07:20<15:34:17,  1.13s/it]
Training...:   1%|β–Œ                                                                                            | 297/50000 [07:22<19:00:52,  1.38s/it]
Training...:   1%|β–Œ                                                                                            | 298/50000 [07:23<18:30:06,  1.34s/it]
Training...:   1%|β–Œ                                                                                            | 299/50000 [07:24<17:51:46,  1.29s/it]
Training...:   1%|β–Œ                                                                                            | 300/50000 [07:25<16:40:47,  1.21s/it]
Training...:   1%|β–Œ                                                                                            | 301/50000 [07:27<16:38:52,  1.21s/it]
Training...:   1%|β–Œ                                                                                            | 302/50000 [07:28<17:00:32,  1.23s/it]
Training...:   1%|β–Œ                                                                                            | 303/50000 [07:29<17:02:59,  1.24s/it]
Training...:   1%|β–Œ                                                                                            | 304/50000 [07:30<16:46:49,  1.22s/it]
Training...:   1%|β–Œ                                                                                            | 305/50000 [07:31<16:19:35,  1.18s/it]
Training...:   1%|β–Œ                                                                                            | 306/50000 [07:32<15:13:57,  1.10s/it]
Training...:   1%|β–Œ                                                                                            | 307/50000 [07:34<15:31:49,  1.13s/it]
Training...:   1%|β–Œ                                                                                            | 308/50000 [07:35<15:12:07,  1.10s/it]
Training...:   1%|β–Œ                                                                                            | 309/50000 [07:36<15:33:39,  1.13s/it]
Training...:   1%|β–Œ                                                                                            | 310/50000 [07:37<15:06:53,  1.10s/it]
Training...:   1%|β–Œ                                                                                            | 311/50000 [07:38<15:46:08,  1.14s/it]
Training...:   1%|β–Œ                                                                                            | 312/50000 [07:40<18:56:16,  1.37s/it]
Training...:   1%|β–Œ                                                                                            | 313/50000 [07:41<18:56:12,  1.37s/it]
Training...:   1%|β–Œ                                                                                            | 314/50000 [07:43<18:11:37,  1.32s/it]
Training...:   1%|β–Œ                                                                                            | 315/50000 [07:44<17:26:09,  1.26s/it]
Training...:   1%|β–Œ                                                                                            | 316/50000 [07:45<17:59:34,  1.30s/it]
Training...:   1%|β–Œ                                                                                            | 317/50000 [07:46<17:27:18,  1.26s/it]
Training...:   1%|β–Œ                                                                                            | 318/50000 [07:47<17:18:59,  1.25s/it]
Training...:   1%|β–Œ                                                                                            | 319/50000 [07:49<18:07:55,  1.31s/it]
Training...:   1%|β–Œ                                                                                            | 320/50000 [07:50<18:47:51,  1.36s/it]
Training...:   1%|β–Œ                                                                                            | 321/50000 [07:51<16:54:14,  1.22s/it]
Training...:   1%|β–Œ                                                                                            | 322/50000 [07:52<16:25:28,  1.19s/it]
Training...:   1%|β–Œ                                                                                            | 323/50000 [07:54<16:07:24,  1.17s/it]
Training...:   1%|β–Œ                                                                                            | 324/50000 [07:55<16:13:55,  1.18s/it]
Training...:   1%|β–Œ                                                                                            | 325/50000 [07:57<19:13:57,  1.39s/it]
Training...:   1%|β–Œ                                                                                            | 326/50000 [07:58<17:43:21,  1.28s/it]
Training...:   1%|β–Œ                                                                                            | 327/50000 [07:59<18:22:42,  1.33s/it]
Training...:   1%|β–Œ                                                                                            | 328/50000 [08:00<18:12:15,  1.32s/it]
Training...:   1%|β–Œ                                                                                            | 329/50000 [08:01<16:33:26,  1.20s/it]
Training...:   1%|β–Œ                                                                                            | 330/50000 [08:02<16:21:26,  1.19s/it]
Training...:   1%|β–Œ                                                                                            | 331/50000 [08:04<16:28:08,  1.19s/it]
Training...:   1%|β–Œ                                                                                            | 332/50000 [08:05<16:33:51,  1.20s/it]
Training...:   1%|β–Œ                                                                                            | 333/50000 [08:06<17:32:54,  1.27s/it]
Training...:   1%|β–Œ                                                                                            | 334/50000 [08:08<17:15:22,  1.25s/it]
Training...:   1%|β–Œ                                                                                            | 335/50000 [08:10<21:11:37,  1.54s/it]
Training...:   1%|β–Œ                                                                                            | 336/50000 [08:11<20:07:36,  1.46s/it]
Training...:   1%|β–‹                                                                                            | 337/50000 [08:12<18:57:14,  1.37s/it]
Training...:   1%|β–‹                                                                                            | 338/50000 [08:13<17:54:31,  1.30s/it]
Training...:   1%|β–‹                                                                                            | 339/50000 [08:15<19:32:02,  1.42s/it]
Training...:   1%|β–‹                                                                                            | 340/50000 [08:16<18:22:13,  1.33s/it]
Training...:   1%|β–‹                                                                                            | 341/50000 [08:17<17:06:50,  1.24s/it]
Training...:   1%|β–‹                                                                                            | 342/50000 [08:18<16:22:13,  1.19s/it]
Training...:   1%|β–‹                                                                                            | 343/50000 [08:19<15:15:59,  1.11s/it]
Training...:   1%|β–‹                                                                                            | 344/50000 [08:20<14:50:02,  1.08s/it]
Training...:   1%|β–‹                                                                                            | 345/50000 [08:21<14:57:15,  1.08s/it]
Training...:   1%|β–‹                                                                                            | 346/50000 [08:22<15:22:28,  1.11s/it]
Training...:   1%|β–‹                                                                                            | 347/50000 [08:24<16:41:50,  1.21s/it]
Training...:   1%|β–‹                                                                                            | 348/50000 [08:25<16:17:19,  1.18s/it]
Training...:   1%|β–‹                                                                                            | 349/50000 [08:26<15:26:31,  1.12s/it]
Training...:   1%|β–‹                                                                                            | 350/50000 [08:27<15:58:55,  1.16s/it]
Training...:   1%|β–‹                                                                                            | 351/50000 [08:28<14:14:59,  1.03s/it]
Training...:   1%|β–‹                                                                                            | 352/50000 [08:29<14:36:07,  1.06s/it]
Training...:   1%|β–‹                                                                                            | 353/50000 [08:30<13:26:05,  1.03it/s]
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Training...:   1%|β–‹                                                                                            | 394/50000 [09:21<14:17:29,  1.04s/it]
Training...:   1%|β–‹                                                                                            | 395/50000 [09:22<14:32:05,  1.05s/it]
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Training...:   1%|β–‹                                                                                            | 398/50000 [09:26<17:48:38,  1.29s/it]
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Training...:   1%|β–‹                                                                                            | 402/50000 [09:30<15:03:46,  1.09s/it]
Training...:   1%|β–‹                                                                                            | 403/50000 [09:31<14:25:30,  1.05s/it]
Training...:   1%|β–Š                                                                                            | 404/50000 [09:32<14:52:01,  1.08s/it]
Training...:   1%|β–Š                                                                                            | 405/50000 [09:33<14:20:21,  1.04s/it]
Training...:   1%|β–Š                                                                                            | 406/50000 [09:34<14:21:17,  1.04s/it]
Training...:   1%|β–Š                                                                                            | 407/50000 [09:35<13:38:08,  1.01it/s]
Training...:   1%|β–Š                                                                                            | 408/50000 [09:36<14:04:30,  1.02s/it]
Training...:   1%|β–Š                                                                                            | 409/50000 [09:37<14:37:32,  1.06s/it]
Training...:   1%|β–Š                                                                                            | 410/50000 [09:38<14:29:37,  1.05s/it]
Training...:   1%|β–Š                                                                                            | 411/50000 [09:40<15:17:27,  1.11s/it]
Training...:   1%|β–Š                                                                                            | 412/50000 [09:41<15:42:41,  1.14s/it]
Training...:   1%|β–Š                                                                                            | 413/50000 [09:42<14:43:04,  1.07s/it]
Training...:   1%|β–Š                                                                                            | 414/50000 [09:43<16:53:14,  1.23s/it]
Training...:   1%|β–Š                                                                                            | 415/50000 [09:45<17:32:09,  1.27s/it]
Training...:   1%|β–Š                                                                                            | 416/50000 [09:46<18:11:38,  1.32s/it]
Training...:   1%|β–Š                                                                                            | 417/50000 [09:47<17:25:28,  1.27s/it]
Training...:   1%|β–Š                                                                                            | 418/50000 [09:49<17:23:35,  1.26s/it]
Training...:   1%|β–Š                                                                                            | 419/50000 [09:50<17:27:41,  1.27s/it]
Training...:   1%|β–Š                                                                                            | 420/50000 [09:51<17:14:34,  1.25s/it]
Training...:   1%|β–Š                                                                                            | 421/50000 [09:52<16:23:05,  1.19s/it]
Training...:   1%|β–Š                                                                                            | 422/50000 [09:54<17:15:30,  1.25s/it]
Training...:   1%|β–Š                                                                                            | 423/50000 [09:56<21:14:25,  1.54s/it]
Training...:   1%|β–Š                                                                                            | 424/50000 [09:57<18:50:55,  1.37s/it]
Training...:   1%|β–Š                                                                                            | 425/50000 [09:58<17:38:06,  1.28s/it]
Training...:   1%|β–Š                                                                                            | 426/50000 [09:59<17:19:19,  1.26s/it]
Training...:   1%|β–Š                                                                                            | 427/50000 [10:02<22:52:56,  1.66s/it]
Training...:   1%|β–Š                                                                                            | 428/50000 [10:03<21:45:59,  1.58s/it]
Training...:   1%|β–Š                                                                                            | 429/50000 [10:04<20:32:38,  1.49s/it]
Training...:   1%|β–Š                                                                                            | 430/50000 [10:05<18:36:34,  1.35s/it]
Training...:   1%|β–Š                                                                                            | 431/50000 [10:07<18:22:13,  1.33s/it]
Training...:   1%|β–Š                                                                                            | 432/50000 [10:08<17:34:59,  1.28s/it]
Training...:   1%|β–Š                                                                                            | 433/50000 [10:09<16:50:12,  1.22s/it]
Training...:   1%|β–Š                                                                                            | 434/50000 [10:10<16:31:07,  1.20s/it]
Training...:   1%|β–Š                                                                                            | 435/50000 [10:11<16:53:54,  1.23s/it]
Training...:   1%|β–Š                                                                                            | 436/50000 [10:13<17:02:12,  1.24s/it]
Training...:   1%|β–Š                                                                                            | 437/50000 [10:14<16:07:04,  1.17s/it]
Training...:   1%|β–Š                                                                                            | 438/50000 [10:15<16:18:28,  1.18s/it]
Training...:   1%|β–Š                                                                                            | 439/50000 [10:16<16:22:13,  1.19s/it]
Training...:   1%|β–Š                                                                                            | 440/50000 [10:17<16:10:46,  1.18s/it]
Training...:   1%|β–Š                                                                                            | 441/50000 [10:18<15:49:30,  1.15s/it]
Training...:   1%|β–Š                                                                                            | 442/50000 [10:20<17:40:48,  1.28s/it]
Training...:   1%|β–Š                                                                                            | 443/50000 [10:22<22:14:38,  1.62s/it]
Training...:   1%|β–Š                                                                                            | 444/50000 [10:23<20:37:38,  1.50s/it]
Training...:   1%|β–Š                                                                                            | 445/50000 [10:25<19:38:04,  1.43s/it]
Training...:   1%|β–Š                                                                                            | 446/50000 [10:26<18:07:36,  1.32s/it]
Training...:   1%|β–Š                                                                                            | 447/50000 [10:27<17:25:25,  1.27s/it]
Training...:   1%|β–Š                                                                                            | 448/50000 [10:28<17:44:46,  1.29s/it]
Training...:   1%|β–Š                                                                                            | 449/50000 [10:30<18:02:12,  1.31s/it]
Training...:   1%|β–Š                                                                                            | 450/50000 [10:31<17:54:05,  1.30s/it]
Training...:   1%|β–Š                                                                                            | 451/50000 [10:32<17:24:55,  1.27s/it]
Training...:   1%|β–Š                                                                                            | 452/50000 [10:33<17:45:54,  1.29s/it]
Training...:   1%|β–Š                                                                                            | 453/50000 [10:34<16:31:04,  1.20s/it]
Training...:   1%|β–Š                                                                                            | 454/50000 [10:36<16:58:22,  1.23s/it]
Training...:   1%|β–Š                                                                                            | 455/50000 [10:37<16:36:49,  1.21s/it]
Training...:   1%|β–Š                                                                                            | 456/50000 [10:38<16:14:16,  1.18s/it]
Training...:   1%|β–Š                                                                                            | 457/50000 [10:40<18:39:45,  1.36s/it]
Training...:   1%|β–Š                                                                                            | 458/50000 [10:41<18:53:46,  1.37s/it]
Training...:   1%|β–Š                                                                                            | 459/50000 [10:42<17:52:12,  1.30s/it]
Training...:   1%|β–Š                                                                                            | 460/50000 [10:43<16:21:05,  1.19s/it]
Training...:   1%|β–Š                                                                                            | 461/50000 [10:44<16:44:34,  1.22s/it]
Training...:   1%|β–Š                                                                                            | 462/50000 [10:45<16:01:14,  1.16s/it]
Training...:   1%|β–Š                                                                                            | 463/50000 [10:47<16:59:22,  1.23s/it]
Training...:   1%|β–Š                                                                                            | 464/50000 [10:48<17:47:12,  1.29s/it]
Training...:   1%|β–Š                                                                                            | 465/50000 [10:49<17:11:43,  1.25s/it]
Training...:   1%|β–Š                                                                                            | 466/50000 [10:51<16:52:53,  1.23s/it]
Training...:   1%|β–Š                                                                                            | 467/50000 [10:53<21:01:29,  1.53s/it]
Training...:   1%|β–Š                                                                                            | 468/50000 [10:54<18:41:24,  1.36s/it]
Training...:   1%|β–Š                                                                                            | 469/50000 [10:55<18:19:12,  1.33s/it]
Training...:   1%|β–Š                                                                                            | 470/50000 [10:56<17:40:08,  1.28s/it]
Training...:   1%|β–‰                                                                                            | 471/50000 [10:58<19:36:40,  1.43s/it]
Training...:   1%|β–‰                                                                                            | 472/50000 [10:59<18:56:38,  1.38s/it]
Training...:   1%|β–‰                                                                                            | 473/50000 [11:00<17:55:34,  1.30s/it]
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Training...:   1%|β–‰                                                                                            | 500/50000 [11:32<17:54:57,  1.30s/it]
                                                                                                                                                      

Training...:   1%|β–‰                                                                                            | 500/50000 [11:34<17:54:57,  1.30s/it]
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Training...:   1%|β–ˆ                                                                                            | 538/50000 [12:21<16:32:12,  1.20s/it]
Training...:   1%|β–ˆ                                                                                            | 539/50000 [12:23<16:22:19,  1.19s/it]
Training...:   1%|β–ˆ                                                                                            | 540/50000 [12:24<16:54:57,  1.23s/it]
Training...:   1%|β–ˆ                                                                                            | 541/50000 [12:25<16:51:38,  1.23s/it]
Training...:   1%|β–ˆ                                                                                            | 542/50000 [12:26<16:15:48,  1.18s/it]
Training...:   1%|β–ˆ                                                                                            | 543/50000 [12:27<15:38:18,  1.14s/it]
Training...:   1%|β–ˆ                                                                                            | 544/50000 [12:29<17:33:12,  1.28s/it]
Training...:   1%|β–ˆ                                                                                            | 545/50000 [12:30<16:57:44,  1.23s/it]
Training...:   1%|β–ˆ                                                                                            | 546/50000 [12:31<16:23:58,  1.19s/it]
Training...:   1%|β–ˆ                                                                                            | 547/50000 [12:32<16:19:19,  1.19s/it]
Training...:   1%|β–ˆ                                                                                            | 548/50000 [12:33<15:37:54,  1.14s/it]
Training...:   1%|β–ˆ                                                                                            | 549/50000 [12:35<16:07:07,  1.17s/it]
Training...:   1%|β–ˆ                                                                                            | 550/50000 [12:36<16:19:55,  1.19s/it]
Training...:   1%|β–ˆ                                                                                            | 551/50000 [12:37<17:11:18,  1.25s/it]
Training...:   1%|β–ˆ                                                                                            | 552/50000 [12:39<17:27:54,  1.27s/it]
Training...:   1%|β–ˆ                                                                                            | 553/50000 [12:40<18:18:49,  1.33s/it]
Training...:   1%|β–ˆ                                                                                            | 554/50000 [12:42<21:49:10,  1.59s/it]
Training...:   1%|β–ˆ                                                                                            | 555/50000 [12:43<19:52:41,  1.45s/it]
Training...:   1%|β–ˆ                                                                                            | 556/50000 [12:45<19:32:27,  1.42s/it]
Training...:   1%|β–ˆ                                                                                            | 557/50000 [12:46<17:58:32,  1.31s/it]
Training...:   1%|β–ˆ                                                                                            | 558/50000 [12:48<20:51:14,  1.52s/it]
Training...:   1%|β–ˆ                                                                                            | 559/50000 [12:49<18:30:09,  1.35s/it]
Training...:   1%|β–ˆ                                                                                            | 560/50000 [12:50<17:49:59,  1.30s/it]
Training...:   1%|β–ˆ                                                                                            | 561/50000 [12:51<17:57:52,  1.31s/it]
Training...:   1%|β–ˆ                                                                                            | 562/50000 [12:52<17:11:17,  1.25s/it]
Training...:   1%|β–ˆ                                                                                            | 563/50000 [12:54<17:14:15,  1.26s/it]
Training...:   1%|β–ˆ                                                                                            | 564/50000 [12:55<16:12:31,  1.18s/it]
Training...:   1%|β–ˆ                                                                                            | 565/50000 [12:56<15:49:19,  1.15s/it]
Training...:   1%|β–ˆ                                                                                            | 566/50000 [12:57<14:55:52,  1.09s/it]
Training...:   1%|β–ˆ                                                                                            | 567/50000 [12:58<15:17:39,  1.11s/it]
Training...:   1%|β–ˆ                                                                                            | 568/50000 [12:59<16:23:45,  1.19s/it]
Training...:   1%|β–ˆ                                                                                            | 569/50000 [13:01<17:01:39,  1.24s/it]
Training...:   1%|β–ˆ                                                                                            | 570/50000 [13:02<17:05:52,  1.25s/it]
Training...:   1%|β–ˆ                                                                                            | 571/50000 [13:03<17:21:33,  1.26s/it]
Training...:   1%|β–ˆ                                                                                            | 572/50000 [13:04<17:10:07,  1.25s/it]
Training...:   1%|β–ˆ                                                                                            | 573/50000 [13:06<20:14:27,  1.47s/it]
Training...:   1%|β–ˆ                                                                                            | 574/50000 [13:07<18:34:06,  1.35s/it]
Training...:   1%|β–ˆ                                                                                            | 575/50000 [13:09<18:18:39,  1.33s/it]
Training...:   1%|β–ˆ                                                                                            | 576/50000 [13:10<17:34:47,  1.28s/it]
Training...:   1%|β–ˆ                                                                                            | 577/50000 [13:11<16:48:37,  1.22s/it]
Training...:   1%|β–ˆ                                                                                            | 578/50000 [13:12<17:08:40,  1.25s/it]
Training...:   1%|β–ˆ                                                                                            | 579/50000 [13:13<17:09:53,  1.25s/it]
Training...:   1%|β–ˆ                                                                                            | 580/50000 [13:15<17:32:46,  1.28s/it]
Training...:   1%|β–ˆ                                                                                            | 581/50000 [13:16<17:06:38,  1.25s/it]
Training...:   1%|β–ˆ                                                                                            | 582/50000 [13:17<17:09:21,  1.25s/it]
Training...:   1%|β–ˆ                                                                                            | 583/50000 [13:18<16:53:30,  1.23s/it]
Training...:   1%|β–ˆ                                                                                            | 584/50000 [13:20<16:35:49,  1.21s/it]
Training...:   1%|β–ˆ                                                                                            | 585/50000 [13:21<16:57:18,  1.24s/it]
Training...:   1%|β–ˆ                                                                                            | 586/50000 [13:22<16:13:10,  1.18s/it]
Training...:   1%|β–ˆ                                                                                            | 587/50000 [13:24<18:24:30,  1.34s/it]
Training...:   1%|β–ˆ                                                                                            | 588/50000 [13:25<17:42:39,  1.29s/it]
Training...:   1%|β–ˆ                                                                                            | 589/50000 [13:26<17:20:30,  1.26s/it]
Training...:   1%|β–ˆ                                                                                            | 590/50000 [13:27<17:24:52,  1.27s/it]
Training...:   1%|β–ˆ                                                                                            | 591/50000 [13:28<17:08:05,  1.25s/it]
Training...:   1%|β–ˆ                                                                                            | 592/50000 [13:30<17:04:10,  1.24s/it]
Training...:   1%|β–ˆ                                                                                            | 593/50000 [13:31<17:18:31,  1.26s/it]
Training...:   1%|β–ˆ                                                                                            | 594/50000 [13:32<17:09:38,  1.25s/it]
Training...:   1%|β–ˆ                                                                                            | 595/50000 [13:33<17:04:08,  1.24s/it]
Training...:   1%|β–ˆ                                                                                            | 596/50000 [13:35<16:11:13,  1.18s/it]
Training...:   1%|β–ˆ                                                                                            | 597/50000 [13:36<16:54:58,  1.23s/it]
Training...:   1%|β–ˆ                                                                                            | 598/50000 [13:38<21:15:36,  1.55s/it]
Training...:   1%|β–ˆ                                                                                            | 599/50000 [13:39<19:12:09,  1.40s/it]
Training...:   1%|β–ˆ                                                                                            | 600/50000 [13:40<17:29:57,  1.28s/it]
Training...:   1%|β–ˆ                                                                                            | 601/50000 [13:42<18:55:28,  1.38s/it]
Training...:   1%|β–ˆ                                                                                            | 602/50000 [13:43<17:40:20,  1.29s/it]
Training...:   1%|β–ˆ                                                                                            | 603/50000 [13:44<17:06:59,  1.25s/it]
Training...:   1%|β–ˆ                                                                                            | 604/50000 [13:45<16:47:46,  1.22s/it]
Training...:   1%|β–ˆβ–                                                                                           | 605/50000 [13:46<16:50:24,  1.23s/it]
Training...:   1%|β–ˆβ–                                                                                           | 606/50000 [13:48<16:31:27,  1.20s/it]
Training...:   1%|β–ˆβ–                                                                                           | 607/50000 [13:49<17:01:08,  1.24s/it]
Training...:   1%|β–ˆβ–                                                                                           | 608/50000 [13:50<16:45:40,  1.22s/it]
Training...:   1%|β–ˆβ–                                                                                           | 609/50000 [13:51<15:07:47,  1.10s/it]
Training...:   1%|β–ˆβ–                                                                                           | 610/50000 [13:52<15:53:07,  1.16s/it]
Training...:   1%|β–ˆβ–                                                                                           | 611/50000 [13:53<15:40:18,  1.14s/it]
Training...:   1%|β–ˆβ–                                                                                           | 612/50000 [13:54<15:17:05,  1.11s/it]
Training...:   1%|β–ˆβ–                                                                                           | 613/50000 [13:56<15:36:57,  1.14s/it]
Training...:   1%|β–ˆβ–                                                                                           | 614/50000 [13:57<15:49:40,  1.15s/it]
Training...:   1%|β–ˆβ–                                                                                           | 615/50000 [13:58<16:10:21,  1.18s/it]
Training...:   1%|β–ˆβ–                                                                                           | 616/50000 [14:00<18:20:19,  1.34s/it]
Training...:   1%|β–ˆβ–                                                                                           | 617/50000 [14:01<17:59:22,  1.31s/it]
Training...:   1%|β–ˆβ–                                                                                           | 618/50000 [14:02<18:00:55,  1.31s/it]
Training...:   1%|β–ˆβ–                                                                                           | 619/50000 [14:03<17:30:03,  1.28s/it]
Training...:   1%|β–ˆβ–                                                                                           | 620/50000 [14:04<16:21:54,  1.19s/it]
Training...:   1%|β–ˆβ–                                                                                           | 621/50000 [14:06<16:12:56,  1.18s/it]
Training...:   1%|β–ˆβ–                                                                                           | 622/50000 [14:07<16:19:09,  1.19s/it]
Training...:   1%|β–ˆβ–                                                                                           | 623/50000 [14:08<16:34:37,  1.21s/it]
Training...:   1%|β–ˆβ–                                                                                           | 624/50000 [14:09<16:39:09,  1.21s/it]
Training...:   1%|β–ˆβ–                                                                                           | 625/50000 [14:11<16:54:12,  1.23s/it]
Training...:   1%|β–ˆβ–                                                                                           | 626/50000 [14:12<17:11:58,  1.25s/it]
Training...:   1%|β–ˆβ–                                                                                           | 627/50000 [14:13<16:39:50,  1.22s/it]
Training...:   1%|β–ˆβ–                                                                                           | 628/50000 [14:14<16:59:03,  1.24s/it]
Training...:   1%|β–ˆβ–                                                                                           | 629/50000 [14:15<16:45:28,  1.22s/it]
Training...:   1%|β–ˆβ–                                                                                           | 630/50000 [14:18<20:22:11,  1.49s/it]
Training...:   1%|β–ˆβ–                                                                                           | 631/50000 [14:19<19:04:50,  1.39s/it]
Training...:   1%|β–ˆβ–                                                                                           | 632/50000 [14:20<18:06:16,  1.32s/it]
Training...:   1%|β–ˆβ–                                                                                           | 633/50000 [14:21<17:09:20,  1.25s/it]
Training...:   1%|β–ˆβ–                                                                                           | 634/50000 [14:22<16:52:53,  1.23s/it]
Training...:   1%|β–ˆβ–                                                                                           | 635/50000 [14:24<17:23:04,  1.27s/it]
Training...:   1%|β–ˆβ–                                                                                           | 636/50000 [14:25<17:33:09,  1.28s/it]
Training...:   1%|β–ˆβ–                                                                                           | 637/50000 [14:26<17:47:35,  1.30s/it]
Training...:   1%|β–ˆβ–                                                                                           | 638/50000 [14:27<17:10:05,  1.25s/it]
Training...:   1%|β–ˆβ–                                                                                           | 639/50000 [14:29<17:17:27,  1.26s/it]
Training...:   1%|β–ˆβ–                                                                                           | 640/50000 [14:30<17:24:56,  1.27s/it]
Training...:   1%|β–ˆβ–                                                                                           | 641/50000 [14:31<17:09:00,  1.25s/it]
Training...:   1%|β–ˆβ–                                                                                           | 642/50000 [14:33<21:21:46,  1.56s/it]
Training...:   1%|β–ˆβ–                                                                                           | 643/50000 [14:34<19:31:44,  1.42s/it]
Training...:   1%|β–ˆβ–                                                                                           | 644/50000 [14:36<19:20:45,  1.41s/it]
Training...:   1%|β–ˆβ–                                                                                           | 645/50000 [14:39<26:05:57,  1.90s/it]
Training...:   1%|β–ˆβ–                                                                                           | 646/50000 [14:40<22:45:26,  1.66s/it]
Training...:   1%|β–ˆβ–                                                                                           | 647/50000 [14:41<20:56:50,  1.53s/it]
Training...:   1%|β–ˆβ–                                                                                           | 648/50000 [14:42<19:49:11,  1.45s/it]
Training...:   1%|β–ˆβ–                                                                                           | 649/50000 [14:44<19:22:58,  1.41s/it]
Training...:   1%|β–ˆβ–                                                                                           | 650/50000 [14:45<18:44:27,  1.37s/it]
Training...:   1%|β–ˆβ–                                                                                           | 651/50000 [14:46<18:26:50,  1.35s/it]
Training...:   1%|β–ˆβ–                                                                                           | 652/50000 [14:48<17:37:22,  1.29s/it]
Training...:   1%|β–ˆβ–                                                                                           | 653/50000 [14:49<17:31:09,  1.28s/it]
Training...:   1%|β–ˆβ–                                                                                           | 654/50000 [14:50<17:54:27,  1.31s/it]
Training...:   1%|β–ˆβ–                                                                                           | 655/50000 [14:51<16:59:03,  1.24s/it]
Training...:   1%|β–ˆβ–                                                                                           | 656/50000 [14:52<16:41:37,  1.22s/it]
Training...:   1%|β–ˆβ–                                                                                           | 657/50000 [14:53<15:51:00,  1.16s/it]
Training...:   1%|β–ˆβ–                                                                                           | 658/50000 [14:57<27:04:33,  1.98s/it]
Training...:   1%|β–ˆβ–                                                                                           | 659/50000 [14:59<24:43:57,  1.80s/it]
Training...:   1%|β–ˆβ–                                                                                           | 660/50000 [15:00<21:30:16,  1.57s/it]
Training...:   1%|β–ˆβ–                                                                                           | 661/50000 [15:01<20:49:02,  1.52s/it]
Training...:   1%|β–ˆβ–                                                                                           | 662/50000 [15:02<19:05:02,  1.39s/it]
Training...:   1%|β–ˆβ–                                                                                           | 663/50000 [15:03<18:12:39,  1.33s/it]
Training...:   1%|β–ˆβ–                                                                                           | 664/50000 [15:05<17:24:13,  1.27s/it]
Training...:   1%|β–ˆβ–                                                                                           | 665/50000 [15:06<16:33:38,  1.21s/it]
Training...:   1%|β–ˆβ–                                                                                           | 666/50000 [15:07<16:33:09,  1.21s/it]
Training...:   1%|β–ˆβ–                                                                                           | 667/50000 [15:08<15:55:09,  1.16s/it]
Training...:   1%|β–ˆβ–                                                                                           | 668/50000 [15:09<16:41:09,  1.22s/it]
Training...:   1%|β–ˆβ–                                                                                           | 669/50000 [15:10<16:08:56,  1.18s/it]
Training...:   1%|β–ˆβ–                                                                                           | 670/50000 [15:11<16:12:35,  1.18s/it]
Training...:   1%|β–ˆβ–                                                                                           | 671/50000 [15:13<16:45:38,  1.22s/it]
Training...:   1%|β–ˆβ–                                                                                           | 672/50000 [15:14<17:15:03,  1.26s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 673/50000 [15:17<24:24:39,  1.78s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 674/50000 [15:18<21:51:40,  1.60s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 675/50000 [15:20<20:32:10,  1.50s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 676/50000 [15:21<19:05:52,  1.39s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 677/50000 [15:22<19:44:14,  1.44s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 678/50000 [15:23<18:23:46,  1.34s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 679/50000 [15:24<16:36:20,  1.21s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 680/50000 [15:25<16:06:09,  1.18s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 681/50000 [15:26<15:41:49,  1.15s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 682/50000 [15:28<15:57:32,  1.16s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 683/50000 [15:29<15:36:54,  1.14s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 684/50000 [15:30<16:14:34,  1.19s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 685/50000 [15:32<17:51:34,  1.30s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 686/50000 [15:34<21:28:10,  1.57s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 687/50000 [15:37<26:55:26,  1.97s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 688/50000 [15:38<23:11:50,  1.69s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 689/50000 [15:39<20:33:41,  1.50s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 690/50000 [15:40<18:15:45,  1.33s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 691/50000 [15:41<18:20:31,  1.34s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 692/50000 [15:42<18:13:04,  1.33s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 693/50000 [15:43<16:58:10,  1.24s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 694/50000 [15:45<16:32:41,  1.21s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 695/50000 [15:46<16:32:01,  1.21s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 696/50000 [15:47<16:16:31,  1.19s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 697/50000 [15:48<16:12:24,  1.18s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 698/50000 [15:49<16:06:54,  1.18s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 699/50000 [15:51<16:45:35,  1.22s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 700/50000 [15:52<16:57:06,  1.24s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 701/50000 [15:53<17:00:57,  1.24s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 702/50000 [15:56<24:37:45,  1.80s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 703/50000 [15:57<22:10:23,  1.62s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 704/50000 [15:59<20:40:41,  1.51s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 705/50000 [16:00<19:42:48,  1.44s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 706/50000 [16:01<18:59:27,  1.39s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 707/50000 [16:02<17:52:34,  1.31s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 708/50000 [16:03<17:04:31,  1.25s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 709/50000 [16:05<17:49:28,  1.30s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 710/50000 [16:06<17:47:39,  1.30s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 711/50000 [16:07<16:55:58,  1.24s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 712/50000 [16:08<16:36:44,  1.21s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 713/50000 [16:10<16:07:15,  1.18s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 714/50000 [16:11<16:32:51,  1.21s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 715/50000 [16:12<16:05:12,  1.18s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 716/50000 [16:15<22:59:42,  1.68s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 717/50000 [16:16<19:42:07,  1.44s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 718/50000 [16:17<17:39:56,  1.29s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 719/50000 [16:18<16:49:56,  1.23s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 720/50000 [16:19<16:26:08,  1.20s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 721/50000 [16:20<16:14:36,  1.19s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 722/50000 [16:21<16:28:05,  1.20s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 723/50000 [16:22<15:55:01,  1.16s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 724/50000 [16:23<16:05:22,  1.18s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 725/50000 [16:25<16:15:34,  1.19s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 726/50000 [16:26<16:41:28,  1.22s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 727/50000 [16:27<16:19:18,  1.19s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 728/50000 [16:28<16:25:40,  1.20s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 729/50000 [16:29<15:46:01,  1.15s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 730/50000 [16:32<20:10:58,  1.47s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 731/50000 [16:34<24:34:07,  1.80s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 732/50000 [16:35<22:39:27,  1.66s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 733/50000 [16:36<19:56:33,  1.46s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 734/50000 [16:38<19:02:33,  1.39s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 735/50000 [16:39<17:50:52,  1.30s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 736/50000 [16:40<17:24:28,  1.27s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 737/50000 [16:41<16:40:51,  1.22s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 738/50000 [16:42<16:06:21,  1.18s/it]
Training...:   1%|β–ˆβ–Ž                                                                                           | 739/50000 [16:43<15:26:47,  1.13s/it]
Training...:   1%|β–ˆβ–                                                                                           | 740/50000 [16:44<15:07:11,  1.10s/it]
Training...:   1%|β–ˆβ–                                                                                           | 741/50000 [16:45<14:27:46,  1.06s/it]
Training...:   1%|β–ˆβ–                                                                                           | 742/50000 [16:46<14:45:28,  1.08s/it]
Training...:   1%|β–ˆβ–                                                                                           | 743/50000 [16:47<15:12:07,  1.11s/it]
Training...:   1%|β–ˆβ–                                                                                           | 744/50000 [16:49<17:04:15,  1.25s/it]
Training...:   1%|β–ˆβ–                                                                                           | 745/50000 [16:51<18:03:45,  1.32s/it]
Training...:   1%|β–ˆβ–                                                                                           | 746/50000 [16:53<23:47:43,  1.74s/it]
Training...:   1%|β–ˆβ–                                                                                           | 747/50000 [16:54<21:06:43,  1.54s/it]
Training...:   1%|β–ˆβ–                                                                                           | 748/50000 [16:55<18:17:04,  1.34s/it]
Training...:   1%|β–ˆβ–                                                                                           | 749/50000 [16:56<17:12:37,  1.26s/it]
Training...:   2%|β–ˆβ–                                                                                           | 750/50000 [16:57<16:53:56,  1.24s/it]
Training...:   2%|β–ˆβ–                                                                                           | 751/50000 [16:59<16:55:15,  1.24s/it]
Training...:   2%|β–ˆβ–                                                                                           | 752/50000 [17:00<16:48:49,  1.23s/it]
Training...:   2%|β–ˆβ–                                                                                           | 753/50000 [17:01<17:09:27,  1.25s/it]
Training...:   2%|β–ˆβ–                                                                                           | 754/50000 [17:02<16:52:39,  1.23s/it]
Training...:   2%|β–ˆβ–                                                                                           | 755/50000 [17:04<16:42:19,  1.22s/it]
Training...:   2%|β–ˆβ–                                                                                           | 756/50000 [17:05<16:52:57,  1.23s/it]
Training...:   2%|β–ˆβ–                                                                                           | 757/50000 [17:06<16:00:22,  1.17s/it]
Training...:   2%|β–ˆβ–                                                                                           | 758/50000 [17:07<15:08:48,  1.11s/it]
Training...:   2%|β–ˆβ–                                                                                           | 759/50000 [17:08<14:59:02,  1.10s/it]
Training...:   2%|β–ˆβ–                                                                                           | 760/50000 [17:09<16:36:04,  1.21s/it]
Training...:   2%|β–ˆβ–                                                                                           | 761/50000 [17:12<23:00:13,  1.68s/it]
Training...:   2%|β–ˆβ–                                                                                           | 762/50000 [17:13<20:57:52,  1.53s/it]
Training...:   2%|β–ˆβ–                                                                                           | 763/50000 [17:14<19:05:42,  1.40s/it]
Training...:   2%|β–ˆβ–                                                                                           | 764/50000 [17:16<18:48:45,  1.38s/it]
Training...:   2%|β–ˆβ–                                                                                           | 765/50000 [17:17<17:26:46,  1.28s/it]
Training...:   2%|β–ˆβ–                                                                                           | 766/50000 [17:18<18:06:27,  1.32s/it]
Training...:   2%|β–ˆβ–                                                                                           | 767/50000 [17:20<17:49:23,  1.30s/it]
Training...:   2%|β–ˆβ–                                                                                           | 768/50000 [17:21<17:31:41,  1.28s/it]
Training...:   2%|β–ˆβ–                                                                                           | 769/50000 [17:22<16:54:01,  1.24s/it]
Training...:   2%|β–ˆβ–                                                                                           | 770/50000 [17:23<16:58:52,  1.24s/it]
Training...:   2%|β–ˆβ–                                                                                           | 771/50000 [17:24<16:44:17,  1.22s/it]
Training...:   2%|β–ˆβ–                                                                                           | 772/50000 [17:25<16:25:52,  1.20s/it]
Training...:   2%|β–ˆβ–                                                                                           | 773/50000 [17:27<16:39:51,  1.22s/it]
Training...:   2%|β–ˆβ–                                                                                           | 774/50000 [17:29<20:14:14,  1.48s/it]
Training...:   2%|β–ˆβ–                                                                                           | 775/50000 [17:32<25:44:48,  1.88s/it]
Training...:   2%|β–ˆβ–                                                                                           | 776/50000 [17:33<23:00:23,  1.68s/it]
Training...:   2%|β–ˆβ–                                                                                           | 777/50000 [17:34<20:29:18,  1.50s/it]
Training...:   2%|β–ˆβ–                                                                                           | 778/50000 [17:35<19:12:54,  1.41s/it]
Training...:   2%|β–ˆβ–                                                                                           | 779/50000 [17:36<17:47:53,  1.30s/it]
Training...:   2%|β–ˆβ–                                                                                           | 780/50000 [17:37<16:37:49,  1.22s/it]
Training...:   2%|β–ˆβ–                                                                                           | 781/50000 [17:39<17:13:16,  1.26s/it]
Training...:   2%|β–ˆβ–                                                                                           | 782/50000 [17:40<16:14:48,  1.19s/it]
Training...:   2%|β–ˆβ–                                                                                           | 783/50000 [17:41<16:55:12,  1.24s/it]
Training...:   2%|β–ˆβ–                                                                                           | 784/50000 [17:42<17:21:30,  1.27s/it]
Training...:   2%|β–ˆβ–                                                                                           | 785/50000 [17:43<16:40:00,  1.22s/it]
Training...:   2%|β–ˆβ–                                                                                           | 786/50000 [17:45<17:03:13,  1.25s/it]
Training...:   2%|β–ˆβ–                                                                                           | 787/50000 [17:46<17:25:51,  1.28s/it]
Training...:   2%|β–ˆβ–                                                                                           | 788/50000 [17:47<17:35:41,  1.29s/it]
Training...:   2%|β–ˆβ–                                                                                           | 789/50000 [17:50<23:28:13,  1.72s/it]
Training...:   2%|β–ˆβ–                                                                                           | 790/50000 [17:51<20:58:37,  1.53s/it]
Training...:   2%|β–ˆβ–                                                                                           | 791/50000 [17:53<20:19:14,  1.49s/it]
Training...:   2%|β–ˆβ–                                                                                           | 792/50000 [17:53<17:41:45,  1.29s/it]
Training...:   2%|β–ˆβ–                                                                                           | 793/50000 [17:55<18:39:19,  1.36s/it]
Training...:   2%|β–ˆβ–                                                                                           | 794/50000 [17:56<17:50:58,  1.31s/it]
Training...:   2%|β–ˆβ–                                                                                           | 795/50000 [17:57<17:17:00,  1.26s/it]
Training...:   2%|β–ˆβ–                                                                                           | 796/50000 [17:58<16:58:07,  1.24s/it]
Training...:   2%|β–ˆβ–                                                                                           | 797/50000 [18:00<17:17:17,  1.26s/it]
Training...:   2%|β–ˆβ–                                                                                           | 798/50000 [18:01<16:55:21,  1.24s/it]
Training...:   2%|β–ˆβ–                                                                                           | 799/50000 [18:02<17:15:15,  1.26s/it]
Training...:   2%|β–ˆβ–                                                                                           | 800/50000 [18:03<17:10:46,  1.26s/it]
Training...:   2%|β–ˆβ–                                                                                           | 801/50000 [18:05<17:26:37,  1.28s/it]
Training...:   2%|β–ˆβ–                                                                                           | 802/50000 [18:06<17:13:45,  1.26s/it]
Training...:   2%|β–ˆβ–                                                                                           | 803/50000 [18:07<17:16:24,  1.26s/it]
Training...:   2%|β–ˆβ–                                                                                           | 804/50000 [18:10<23:06:01,  1.69s/it]
Training...:   2%|β–ˆβ–                                                                                           | 805/50000 [18:11<22:06:42,  1.62s/it]
Training...:   2%|β–ˆβ–                                                                                           | 806/50000 [18:12<19:38:48,  1.44s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 807/50000 [18:14<18:56:10,  1.39s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 808/50000 [18:15<18:53:17,  1.38s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 809/50000 [18:16<18:05:35,  1.32s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 810/50000 [18:18<18:10:18,  1.33s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 811/50000 [18:19<17:26:08,  1.28s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 812/50000 [18:20<18:03:59,  1.32s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 813/50000 [18:21<16:10:40,  1.18s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 814/50000 [18:22<14:35:12,  1.07s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 815/50000 [18:23<15:51:06,  1.16s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 816/50000 [18:24<13:51:41,  1.01s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 817/50000 [18:25<14:24:24,  1.05s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 818/50000 [18:29<25:18:25,  1.85s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 819/50000 [18:30<22:54:09,  1.68s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 820/50000 [18:31<19:36:33,  1.44s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 821/50000 [18:32<18:00:19,  1.32s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 822/50000 [18:33<16:34:54,  1.21s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 823/50000 [18:34<16:37:30,  1.22s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 824/50000 [18:35<16:08:38,  1.18s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 825/50000 [18:36<15:59:52,  1.17s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 826/50000 [18:38<16:00:36,  1.17s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 827/50000 [18:39<16:11:50,  1.19s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 828/50000 [18:40<16:47:12,  1.23s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 829/50000 [18:41<16:39:03,  1.22s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 830/50000 [18:43<17:03:39,  1.25s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 831/50000 [18:44<17:14:02,  1.26s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 832/50000 [18:45<17:15:54,  1.26s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 833/50000 [18:48<22:56:58,  1.68s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 834/50000 [18:49<20:40:50,  1.51s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 835/50000 [18:50<19:42:20,  1.44s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 836/50000 [18:52<19:15:00,  1.41s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 837/50000 [18:53<18:58:11,  1.39s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 838/50000 [18:54<18:15:40,  1.34s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 839/50000 [18:55<17:00:02,  1.24s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 840/50000 [18:57<17:29:11,  1.28s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 841/50000 [18:58<17:40:50,  1.29s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 842/50000 [18:59<17:47:01,  1.30s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 843/50000 [19:00<17:24:44,  1.28s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 844/50000 [19:02<17:00:58,  1.25s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 845/50000 [19:03<16:16:48,  1.19s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 846/50000 [19:04<16:12:01,  1.19s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 847/50000 [19:05<15:29:53,  1.14s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 848/50000 [19:08<21:56:45,  1.61s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 849/50000 [19:09<19:45:52,  1.45s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 850/50000 [19:10<18:00:32,  1.32s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 851/50000 [19:12<21:50:11,  1.60s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 852/50000 [19:13<19:51:26,  1.45s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 853/50000 [19:14<17:30:52,  1.28s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 854/50000 [19:15<17:04:09,  1.25s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 855/50000 [19:16<17:15:04,  1.26s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 856/50000 [19:17<16:42:56,  1.22s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 857/50000 [19:18<15:34:28,  1.14s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 858/50000 [19:20<15:49:19,  1.16s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 859/50000 [19:21<15:52:33,  1.16s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 860/50000 [19:22<16:05:43,  1.18s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 861/50000 [19:23<16:41:22,  1.22s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 862/50000 [19:26<20:30:04,  1.50s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 863/50000 [19:27<18:49:45,  1.38s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 864/50000 [19:28<18:29:19,  1.35s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 865/50000 [19:29<17:39:42,  1.29s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 866/50000 [19:31<20:08:14,  1.48s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 867/50000 [19:32<18:34:49,  1.36s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 868/50000 [19:33<17:55:55,  1.31s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 869/50000 [19:34<16:38:46,  1.22s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 870/50000 [19:35<16:03:48,  1.18s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 871/50000 [19:36<15:57:25,  1.17s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 872/50000 [19:38<15:48:52,  1.16s/it]
Training...:   2%|β–ˆβ–Œ                                                                                           | 873/50000 [19:39<14:54:49,  1.09s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 874/50000 [19:40<15:57:47,  1.17s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 875/50000 [19:41<16:34:41,  1.21s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 876/50000 [19:42<16:14:01,  1.19s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 877/50000 [19:44<16:30:14,  1.21s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 878/50000 [19:45<16:04:02,  1.18s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 879/50000 [19:46<16:24:09,  1.20s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 880/50000 [19:48<17:59:14,  1.32s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 881/50000 [19:49<17:11:52,  1.26s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 882/50000 [19:50<16:55:19,  1.24s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 883/50000 [19:51<17:22:08,  1.27s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 884/50000 [19:52<16:44:52,  1.23s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 885/50000 [19:54<17:29:51,  1.28s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 886/50000 [19:55<16:51:14,  1.24s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 887/50000 [19:56<17:08:02,  1.26s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 888/50000 [19:57<16:57:35,  1.24s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 889/50000 [19:59<16:56:21,  1.24s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 890/50000 [20:00<16:19:49,  1.20s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 891/50000 [20:01<17:00:12,  1.25s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 892/50000 [20:02<17:24:10,  1.28s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 893/50000 [20:04<19:53:08,  1.46s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 894/50000 [20:06<19:07:44,  1.40s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 895/50000 [20:07<18:22:35,  1.35s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 896/50000 [20:08<18:22:10,  1.35s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 897/50000 [20:09<17:21:18,  1.27s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 898/50000 [20:10<17:01:48,  1.25s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 899/50000 [20:12<17:03:40,  1.25s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 900/50000 [20:13<16:02:23,  1.18s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 901/50000 [20:14<17:12:13,  1.26s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 902/50000 [20:16<17:41:52,  1.30s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 903/50000 [20:17<17:27:10,  1.28s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 904/50000 [20:18<17:12:44,  1.26s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 905/50000 [20:19<16:30:54,  1.21s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 906/50000 [20:21<20:22:50,  1.49s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 907/50000 [20:23<19:33:40,  1.43s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 908/50000 [20:24<20:32:11,  1.51s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 909/50000 [20:25<19:34:14,  1.44s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 910/50000 [20:26<17:21:09,  1.27s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 911/50000 [20:28<17:07:43,  1.26s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 912/50000 [20:29<17:05:45,  1.25s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 913/50000 [20:30<17:31:46,  1.29s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 914/50000 [20:31<17:08:02,  1.26s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 915/50000 [20:33<16:30:29,  1.21s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 916/50000 [20:34<16:49:41,  1.23s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 917/50000 [20:35<16:51:27,  1.24s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 918/50000 [20:36<16:05:51,  1.18s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 919/50000 [20:37<16:13:15,  1.19s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 920/50000 [20:39<17:21:29,  1.27s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 921/50000 [20:40<16:45:45,  1.23s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 922/50000 [20:42<18:18:27,  1.34s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 923/50000 [20:43<18:18:48,  1.34s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 924/50000 [20:44<18:01:52,  1.32s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 925/50000 [20:45<16:57:26,  1.24s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 926/50000 [20:46<15:50:25,  1.16s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 927/50000 [20:47<15:47:15,  1.16s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 928/50000 [20:48<15:49:49,  1.16s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 929/50000 [20:50<15:24:33,  1.13s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 930/50000 [20:51<15:11:54,  1.12s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 931/50000 [20:52<15:56:40,  1.17s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 932/50000 [20:53<15:34:20,  1.14s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 933/50000 [20:54<16:05:00,  1.18s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 934/50000 [20:56<16:22:28,  1.20s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 935/50000 [20:57<15:58:40,  1.17s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 936/50000 [20:58<18:09:12,  1.33s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 937/50000 [20:59<16:48:30,  1.23s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 938/50000 [21:01<17:07:31,  1.26s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 939/50000 [21:02<16:01:04,  1.18s/it]
Training...:   2%|β–ˆβ–‹                                                                                           | 940/50000 [21:02<14:37:07,  1.07s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 941/50000 [21:04<15:31:30,  1.14s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 942/50000 [21:05<16:16:59,  1.19s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 943/50000 [21:06<16:34:36,  1.22s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 944/50000 [21:07<16:04:45,  1.18s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 945/50000 [21:08<15:27:06,  1.13s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 946/50000 [21:10<15:54:47,  1.17s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 947/50000 [21:11<15:56:43,  1.17s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 948/50000 [21:12<16:21:36,  1.20s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 949/50000 [21:13<16:00:44,  1.18s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 950/50000 [21:15<19:40:21,  1.44s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 951/50000 [21:16<17:14:06,  1.27s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 952/50000 [21:18<19:21:45,  1.42s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 953/50000 [21:19<18:52:55,  1.39s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 954/50000 [21:21<18:44:28,  1.38s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 955/50000 [21:22<18:25:21,  1.35s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 956/50000 [21:23<17:19:29,  1.27s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 957/50000 [21:24<16:17:35,  1.20s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 958/50000 [21:25<15:12:30,  1.12s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 959/50000 [21:26<15:50:27,  1.16s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 960/50000 [21:27<16:01:33,  1.18s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 961/50000 [21:29<15:36:49,  1.15s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 962/50000 [21:30<15:25:03,  1.13s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 963/50000 [21:31<15:47:04,  1.16s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 964/50000 [21:32<16:03:20,  1.18s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 965/50000 [21:33<16:12:41,  1.19s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 966/50000 [21:35<16:48:23,  1.23s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 967/50000 [21:36<19:24:42,  1.43s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 968/50000 [21:38<18:46:30,  1.38s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 969/50000 [21:39<18:18:55,  1.34s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 970/50000 [21:40<17:56:51,  1.32s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 971/50000 [21:42<18:17:58,  1.34s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 972/50000 [21:43<18:22:07,  1.35s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 973/50000 [21:44<18:03:32,  1.33s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 974/50000 [21:45<16:54:50,  1.24s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 975/50000 [21:47<17:05:53,  1.26s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 976/50000 [21:48<15:49:01,  1.16s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 977/50000 [21:49<16:54:04,  1.24s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 978/50000 [21:50<15:57:15,  1.17s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 979/50000 [21:51<15:51:07,  1.16s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 980/50000 [21:53<16:40:12,  1.22s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 981/50000 [21:54<19:00:42,  1.40s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 982/50000 [21:55<17:51:49,  1.31s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 983/50000 [21:56<16:41:18,  1.23s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 984/50000 [21:58<16:41:06,  1.23s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 985/50000 [21:59<17:01:13,  1.25s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 986/50000 [22:01<18:14:28,  1.34s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 987/50000 [22:02<18:26:44,  1.35s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 988/50000 [22:03<17:55:56,  1.32s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 989/50000 [22:04<17:25:25,  1.28s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 990/50000 [22:06<17:28:19,  1.28s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 991/50000 [22:07<16:51:06,  1.24s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 992/50000 [22:08<16:41:38,  1.23s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 993/50000 [22:09<16:03:15,  1.18s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 994/50000 [22:11<20:11:03,  1.48s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 995/50000 [22:13<21:18:21,  1.57s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 996/50000 [22:14<19:36:34,  1.44s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 997/50000 [22:15<18:42:12,  1.37s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 998/50000 [22:16<17:38:05,  1.30s/it]
Training...:   2%|β–ˆβ–Š                                                                                           | 999/50000 [22:18<17:55:44,  1.32s/it]
Training...:   2%|β–ˆβ–Š                                                                                          | 1000/50000 [22:19<17:30:45,  1.29s/it]
                                                                                                                                                      

Training...:   2%|β–ˆβ–Š                                                                                          | 1000/50000 [22:21<17:30:45,  1.29s/it]Step... (500 | Loss: 1.8920137882232666, Learning Rate: 0.0006000000284984708)

Step... (1000 | Loss: 1.8785834312438965, Learning Rate: 0.0005939393886364996)




Evaluating ...:   0%|                                                                                                         | 0/130 [00:00<?, ?it/s]


Evaluating ...:   1%|β–‹                                                                                                | 1/130 [00:10<21:31, 10.02s/it]


Evaluating ...:   2%|β–ˆβ–ˆβ–                                                                                              | 3/130 [00:10<05:35,  2.64s/it]


Evaluating ...:   4%|β–ˆβ–ˆβ–ˆβ–‹                                                                                             | 5/130 [00:10<02:44,  1.32s/it]


Evaluating ...:   5%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                                                                           | 7/130 [00:10<01:36,  1.27it/s]


Evaluating ...:   7%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                                                                                          | 9/130 [00:10<01:01,  1.95it/s]


Evaluating ...:   8%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                                                                                        | 11/130 [00:10<00:42,  2.82it/s]


Evaluating ...:  10%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ                                                                                      | 13/130 [00:10<00:29,  3.90it/s]


Evaluating ...:  12%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                                                                                     | 15/130 [00:10<00:22,  5.18it/s]


Evaluating ...:  13%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ                                                                                   | 17/130 [00:10<00:17,  6.60it/s]


Evaluating ...:  15%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                                                                                  | 19/130 [00:11<00:13,  8.09it/s]


Evaluating ...:  16%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ                                                                                | 21/130 [00:11<00:11,  9.60it/s]


Evaluating ...:  18%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰                                                                               | 23/130 [00:11<00:09, 10.98it/s]


Evaluating ...:  19%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                                                             | 25/130 [00:11<00:08, 12.21it/s]


Evaluating ...:  21%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰                                                                            | 27/130 [00:11<00:07, 13.14it/s]


Evaluating ...:  22%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                                                          | 29/130 [00:11<00:07, 14.03it/s]


Evaluating ...:  24%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰                                                                         | 31/130 [00:11<00:06, 14.70it/s]


Evaluating ...:  25%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                                                                       | 33/130 [00:11<00:06, 15.23it/s]


Evaluating ...:  27%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                                                                      | 35/130 [00:12<00:06, 15.55it/s]


Evaluating ...:  28%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                                                                    | 37/130 [00:12<00:05, 15.69it/s]


Evaluating ...:  30%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                                                                   | 39/130 [00:12<00:05, 15.91it/s]


Evaluating ...:  32%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                                                                 | 41/130 [00:12<00:05, 15.99it/s]


Evaluating ...:  33%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                                                                | 43/130 [00:12<00:05, 16.13it/s]


Evaluating ...:  35%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                                              | 45/130 [00:12<00:07, 11.92it/s]


Evaluating ...:  36%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                                                             | 47/130 [00:13<00:10,  8.07it/s]


Evaluating ...:  38%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                                           | 49/130 [00:13<00:12,  6.57it/s]


Evaluating ...:  38%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰                                                           | 50/130 [00:13<00:13,  6.11it/s]


Evaluating ...:  39%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                                                          | 51/130 [00:14<00:13,  5.73it/s]


Evaluating ...:  40%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                                         | 52/130 [00:14<00:14,  5.43it/s]


Evaluating ...:  41%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                                        | 53/130 [00:14<00:14,  5.20it/s]


Evaluating ...:  42%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰                                                        | 54/130 [00:14<00:15,  5.03it/s]


Evaluating ...:  42%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ                                                       | 55/130 [00:15<00:15,  4.91it/s]


Evaluating ...:  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                                                      | 56/130 [00:15<00:15,  4.82it/s]


Evaluating ...:  44%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                                                      | 57/130 [00:15<00:15,  4.75it/s]


Evaluating ...:  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                                                     | 58/130 [00:15<00:15,  4.70it/s]


Evaluating ...:  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ                                                    | 59/130 [00:15<00:15,  4.67it/s]


Evaluating ...:  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                                                   | 60/130 [00:16<00:15,  4.65it/s]


Evaluating ...:  47%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                                                   | 61/130 [00:16<00:14,  4.63it/s]


Evaluating ...:  48%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                                                  | 62/130 [00:16<00:14,  4.62it/s]


Evaluating ...:  48%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ                                                 | 63/130 [00:16<00:14,  4.62it/s]


Evaluating ...:  49%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                                                | 64/130 [00:16<00:14,  4.61it/s]


Evaluating ...:  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                                                | 65/130 [00:17<00:14,  4.60it/s]


Evaluating ...:  51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                                               | 66/130 [00:17<00:13,  4.60it/s]


Evaluating ...:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                              | 67/130 [00:17<00:13,  4.60it/s]


Evaluating ...:  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                             | 68/130 [00:17<00:13,  4.60it/s]


Evaluating ...:  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰                                             | 69/130 [00:18<00:13,  4.60it/s]


Evaluating ...:  54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                                            | 70/130 [00:18<00:13,  4.60it/s]


Evaluating ...:  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                           | 71/130 [00:18<00:12,  4.60it/s]


Evaluating ...:  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                          | 72/130 [00:18<00:12,  4.60it/s]


Evaluating ...:  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰                                          | 73/130 [00:18<00:12,  4.60it/s]


Evaluating ...:  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                                         | 74/130 [00:19<00:12,  4.60it/s]


Evaluating ...:  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                                        | 75/130 [00:19<00:11,  4.60it/s]


Evaluating ...:  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                                        | 76/130 [00:19<00:11,  4.60it/s]


Evaluating ...:  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                                       | 77/130 [00:19<00:11,  4.59it/s]


Evaluating ...:  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ                                      | 78/130 [00:20<00:11,  4.60it/s]


Evaluating ...:  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                                     | 79/130 [00:20<00:11,  4.60it/s]


Evaluating ...:  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                                     | 80/130 [00:20<00:10,  4.60it/s]


Evaluating ...:  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                                    | 81/130 [00:20<00:10,  4.60it/s]


Evaluating ...:  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ                                   | 82/130 [00:20<00:10,  4.60it/s]


Evaluating ...:  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                                  | 83/130 [00:21<00:10,  4.59it/s]


Evaluating ...:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                                  | 84/130 [00:21<00:10,  4.60it/s]


Evaluating ...:  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                                 | 85/130 [00:21<00:09,  4.60it/s]


Evaluating ...:  66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ                                | 86/130 [00:21<00:09,  4.59it/s]


Evaluating ...:  67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                               | 87/130 [00:21<00:09,  4.59it/s]


Evaluating ...:  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰                               | 88/130 [00:22<00:09,  4.60it/s]


Evaluating ...:  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                              | 89/130 [00:22<00:08,  4.59it/s]


Evaluating ...:  69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                             | 90/130 [00:22<00:08,  4.59it/s]


Evaluating ...:  70%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                            | 91/130 [00:22<00:08,  4.60it/s]


Evaluating ...:  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰                            | 92/130 [00:23<00:08,  4.60it/s]


Evaluating ...:  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                           | 93/130 [00:23<00:08,  4.59it/s]


Evaluating ...:  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                          | 94/130 [00:23<00:07,  4.60it/s]


Evaluating ...:  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                         | 95/130 [00:23<00:07,  4.59it/s]


Evaluating ...:  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰                         | 96/130 [00:23<00:07,  4.60it/s]


Evaluating ...:  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                        | 97/130 [00:24<00:07,  4.60it/s]


Evaluating ...:  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                       | 98/130 [00:24<00:06,  4.59it/s]


Evaluating ...:  76%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                       | 99/130 [00:24<00:06,  4.60it/s]


Evaluating ...:  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                      | 100/130 [00:24<00:06,  4.60it/s]


Evaluating ...:  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š                     | 101/130 [00:25<00:06,  4.60it/s]


Evaluating ...:  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ                    | 102/130 [00:25<00:06,  4.60it/s]


Evaluating ...:  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž                   | 103/130 [00:25<00:05,  4.59it/s]


Evaluating ...:  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ                   | 104/130 [00:25<00:05,  4.60it/s]


Evaluating ...:  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹                  | 105/130 [00:25<00:05,  4.59it/s]


Evaluating ...:  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                 | 106/130 [00:26<00:05,  4.59it/s]


Evaluating ...:  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–                | 107/130 [00:26<00:05,  4.60it/s]


Evaluating ...:  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰                | 108/130 [00:26<00:04,  4.60it/s]


Evaluating ...:  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹               | 109/130 [00:26<00:04,  4.60it/s]


Evaluating ...:  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–              | 110/130 [00:26<00:04,  4.60it/s]


Evaluating ...:  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ              | 111/130 [00:27<00:04,  4.60it/s]


Evaluating ...:  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š             | 112/130 [00:27<00:03,  4.59it/s]


Evaluating ...:  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ            | 113/130 [00:27<00:03,  4.60it/s]


Evaluating ...:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž           | 114/130 [00:27<00:03,  4.60it/s]


Evaluating ...:  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ           | 115/130 [00:28<00:03,  4.60it/s]


Evaluating ...:  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š          | 116/130 [00:28<00:03,  4.59it/s]


Evaluating ...:  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ         | 117/130 [00:28<00:02,  4.60it/s]


Evaluating ...:  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–        | 118/130 [00:28<00:02,  4.60it/s]


Evaluating ...:  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰        | 119/130 [00:28<00:02,  4.59it/s]


Evaluating ...:  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹       | 120/130 [00:29<00:02,  4.60it/s]


Evaluating ...:  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–      | 121/130 [00:29<00:01,  4.60it/s]


Evaluating ...:  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–     | 122/130 [00:29<00:01,  4.59it/s]


Evaluating ...:  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰     | 123/130 [00:29<00:01,  4.60it/s]


Evaluating ...:  95%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ    | 124/130 [00:30<00:01,  4.59it/s]


Evaluating ...:  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž   | 125/130 [00:30<00:01,  4.60it/s]


Evaluating ...:  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ   | 126/130 [00:30<00:00,  4.59it/s]


Evaluating ...:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š  | 127/130 [00:30<00:00,  4.60it/s]


Evaluating ...:  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 128/130 [00:30<00:00,  4.60it/s]


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Evaluating ...: 100%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ| 130/130 [00:31<00:00,  4.15it/s]

[02:30:54] - INFO - __main__ - Saving checkpoint at 1000 steps

/var/hf/transformers-orig/src/transformers/modeling_flax_pytorch_utils.py:201: UserWarning: The given NumPy array is not writeable, and PyTorch does not support non-writeable tensors. This means you can write to the underlying (supposedly non-writeable) NumPy array using the tensor. You may want to copy the array to protect its data or make it writeable before converting it to a tensor. This type of warning will be suppressed for the rest of this program. (Triggered internally at  /pytorch/torch/csrc/utils/tensor_numpy.cpp:180.)

  pt_model_dict[flax_key] = torch.from_numpy(flax_tensor)

All Flax model weights were used when initializing RobertaForMaskedLM.



Some weights of RobertaForMaskedLM were not initialized from the Flax model and are newly initialized: ['lm_head.decoder.weight', 'roberta.embeddings.position_ids', 'lm_head.decoder.bias']

You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.


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Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1087/50000 [25:14<22:55:11,  1.69s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1088/50000 [25:16<21:13:32,  1.56s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1089/50000 [25:17<18:58:44,  1.40s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1090/50000 [25:18<18:08:18,  1.34s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1091/50000 [25:19<18:08:48,  1.34s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1092/50000 [25:21<18:07:59,  1.33s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1093/50000 [25:22<17:19:15,  1.27s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1094/50000 [25:24<20:40:13,  1.52s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1095/50000 [25:25<19:51:13,  1.46s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1096/50000 [25:26<18:07:37,  1.33s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1097/50000 [25:28<18:07:19,  1.33s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1098/50000 [25:29<17:56:03,  1.32s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1099/50000 [25:30<16:12:31,  1.19s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1100/50000 [25:32<21:20:23,  1.57s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1101/50000 [25:33<20:22:12,  1.50s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1102/50000 [25:35<19:29:40,  1.44s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1103/50000 [25:36<17:55:17,  1.32s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1104/50000 [25:37<18:06:58,  1.33s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1105/50000 [25:38<17:06:20,  1.26s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1106/50000 [25:40<17:23:54,  1.28s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1107/50000 [25:41<16:58:35,  1.25s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1108/50000 [25:42<17:02:55,  1.26s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1109/50000 [25:43<16:46:25,  1.24s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1110/50000 [25:44<16:08:59,  1.19s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1111/50000 [25:45<15:59:28,  1.18s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1112/50000 [25:47<15:51:25,  1.17s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1113/50000 [25:48<15:21:59,  1.13s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1114/50000 [25:49<14:49:56,  1.09s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1115/50000 [25:51<19:04:00,  1.40s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1116/50000 [25:52<18:28:30,  1.36s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1117/50000 [25:53<18:19:13,  1.35s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1118/50000 [25:54<17:03:58,  1.26s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1119/50000 [25:56<17:31:39,  1.29s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1120/50000 [25:57<17:14:27,  1.27s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1121/50000 [25:58<16:54:05,  1.24s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1122/50000 [26:00<17:24:05,  1.28s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1123/50000 [26:01<18:29:56,  1.36s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1124/50000 [26:02<17:51:19,  1.32s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1125/50000 [26:04<17:58:11,  1.32s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1126/50000 [26:05<17:58:22,  1.32s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1127/50000 [26:06<16:46:50,  1.24s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1128/50000 [26:07<17:24:14,  1.28s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1129/50000 [26:09<19:53:03,  1.46s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1130/50000 [26:10<18:35:03,  1.37s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1131/50000 [26:12<18:17:54,  1.35s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1132/50000 [26:14<20:20:28,  1.50s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1133/50000 [26:15<18:50:05,  1.39s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1134/50000 [26:16<16:59:45,  1.25s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1135/50000 [26:17<17:27:32,  1.29s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1136/50000 [26:18<16:50:37,  1.24s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1137/50000 [26:19<17:02:37,  1.26s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1138/50000 [26:21<17:05:39,  1.26s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1139/50000 [26:22<17:30:45,  1.29s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1140/50000 [26:23<16:45:44,  1.24s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1141/50000 [26:24<16:07:36,  1.19s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1142/50000 [26:25<15:53:56,  1.17s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1143/50000 [26:26<15:29:13,  1.14s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1144/50000 [26:28<15:21:27,  1.13s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1145/50000 [26:30<19:00:41,  1.40s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1146/50000 [26:31<18:04:51,  1.33s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1147/50000 [26:32<17:25:23,  1.28s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1148/50000 [26:34<18:41:21,  1.38s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1149/50000 [26:35<19:09:41,  1.41s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1150/50000 [26:36<17:50:26,  1.31s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1151/50000 [26:38<18:03:52,  1.33s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1152/50000 [26:39<17:07:00,  1.26s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1153/50000 [26:40<16:57:57,  1.25s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1154/50000 [26:41<16:57:10,  1.25s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1155/50000 [26:42<16:33:19,  1.22s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1156/50000 [26:44<18:03:38,  1.33s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1157/50000 [26:45<17:52:35,  1.32s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1158/50000 [26:46<17:13:48,  1.27s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1159/50000 [26:49<24:00:24,  1.77s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1160/50000 [26:50<21:04:09,  1.55s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1161/50000 [26:52<21:28:28,  1.58s/it]
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Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1163/50000 [26:54<19:20:50,  1.43s/it]
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Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1165/50000 [26:57<17:32:03,  1.29s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1166/50000 [26:58<16:36:07,  1.22s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1167/50000 [26:59<16:53:26,  1.25s/it]
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Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1170/50000 [27:04<21:49:52,  1.61s/it]
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Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1172/50000 [27:07<18:57:29,  1.40s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1173/50000 [27:09<22:47:10,  1.68s/it]
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Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1176/50000 [27:13<18:58:36,  1.40s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1177/50000 [27:14<18:20:01,  1.35s/it]
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Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1179/50000 [27:16<17:36:33,  1.30s/it]
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Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1181/50000 [27:19<18:00:46,  1.33s/it]
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Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1184/50000 [27:23<16:54:56,  1.25s/it]
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Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1203/50000 [27:49<21:15:08,  1.57s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1204/50000 [27:50<18:39:53,  1.38s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1205/50000 [27:51<17:39:55,  1.30s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1206/50000 [27:52<17:30:00,  1.29s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1207/50000 [27:54<18:42:41,  1.38s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1208/50000 [27:57<23:05:33,  1.70s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–‹                              | 1209/50000 [27:58<20:18:55,  1.50s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1210/50000 [27:59<20:02:32,  1.48s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1211/50000 [28:00<18:58:20,  1.40s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1212/50000 [28:01<18:27:08,  1.36s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1213/50000 [28:03<17:10:52,  1.27s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1214/50000 [28:04<17:18:38,  1.28s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1215/50000 [28:05<16:55:48,  1.25s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1216/50000 [28:07<19:17:32,  1.42s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1217/50000 [28:08<19:47:47,  1.46s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1218/50000 [28:09<18:11:39,  1.34s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1219/50000 [28:11<18:04:46,  1.33s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1220/50000 [28:12<16:08:49,  1.19s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1221/50000 [28:13<16:11:36,  1.20s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1222/50000 [28:14<16:37:08,  1.23s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1223/50000 [28:16<17:33:55,  1.30s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1224/50000 [28:17<16:50:02,  1.24s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1225/50000 [28:18<16:33:00,  1.22s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1226/50000 [28:19<16:22:15,  1.21s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1227/50000 [28:20<16:59:53,  1.25s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1228/50000 [28:22<17:14:11,  1.27s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1229/50000 [28:23<17:45:52,  1.31s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1230/50000 [28:25<19:32:24,  1.44s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1231/50000 [28:26<17:58:14,  1.33s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1232/50000 [28:27<18:02:26,  1.33s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1233/50000 [28:28<17:10:10,  1.27s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1234/50000 [28:30<16:44:39,  1.24s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1235/50000 [28:30<15:16:26,  1.13s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1236/50000 [28:32<16:47:09,  1.24s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1237/50000 [28:33<16:20:59,  1.21s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1238/50000 [28:34<16:37:06,  1.23s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1239/50000 [28:36<17:39:08,  1.30s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1240/50000 [28:37<16:56:03,  1.25s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1241/50000 [28:38<15:59:30,  1.18s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1242/50000 [28:39<15:28:19,  1.14s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1243/50000 [28:40<14:58:20,  1.11s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1244/50000 [28:41<16:01:37,  1.18s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1245/50000 [28:43<19:20:24,  1.43s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1246/50000 [28:46<23:28:35,  1.73s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1247/50000 [28:47<21:47:38,  1.61s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1248/50000 [28:49<20:41:03,  1.53s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1249/50000 [28:50<19:57:28,  1.47s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   2%|β–Š                              | 1250/50000 [28:51<18:37:03,  1.37s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1251/50000 [28:52<18:33:34,  1.37s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1252/50000 [28:54<17:41:20,  1.31s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1253/50000 [28:55<17:35:22,  1.30s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1254/50000 [28:56<17:19:14,  1.28s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1255/50000 [28:57<16:09:50,  1.19s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1256/50000 [28:58<16:25:40,  1.21s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1257/50000 [29:00<16:32:51,  1.22s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1258/50000 [29:01<17:23:58,  1.29s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1259/50000 [29:05<27:16:31,  2.01s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1260/50000 [29:06<24:04:04,  1.78s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1261/50000 [29:07<21:16:19,  1.57s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1262/50000 [29:08<19:39:06,  1.45s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1263/50000 [29:09<18:35:18,  1.37s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1264/50000 [29:10<17:28:21,  1.29s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1265/50000 [29:12<17:05:14,  1.26s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1266/50000 [29:13<16:05:13,  1.19s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1267/50000 [29:14<15:57:00,  1.18s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1268/50000 [29:15<16:02:01,  1.18s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1269/50000 [29:17<17:26:51,  1.29s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1270/50000 [29:18<16:19:31,  1.21s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1271/50000 [29:19<16:01:05,  1.18s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1272/50000 [29:20<15:37:14,  1.15s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1273/50000 [29:21<15:27:27,  1.14s/it]
Step... (1000/50000 | Loss: 1.7686773538589478, Acc: 0.6487793326377869):   3%|β–Š                              | 1274/50000 [29:25<27:59:00,  2.07s/it]