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12/13/2022 14:12:12 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1distributed training: False, 16-bits training: True
12/13/2022 14:12:12 - INFO - __main__ - Training/evaluation parameters Seq2SeqTrainingArguments(
_n_gpu=1,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.999,
adam_epsilon=1e-08,
auto_find_batch_size=False,
bf16=False,
bf16_full_eval=False,
data_seed=None,
dataloader_drop_last=False,
dataloader_num_workers=0,
dataloader_pin_memory=True,
ddp_bucket_cap_mb=None,
ddp_find_unused_parameters=None,
ddp_timeout=1800,
debug=[],
deepspeed=None,
disable_tqdm=False,
do_eval=True,
do_predict=False,
do_train=True,
eval_accumulation_steps=None,
eval_delay=0,
eval_steps=1000,
evaluation_strategy=steps,
fp16=True,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
fsdp=[],
fsdp_min_num_params=0,
fsdp_transformer_layer_cls_to_wrap=None,
full_determinism=False,
generation_max_length=225,
generation_num_beams=None,
gradient_accumulation_steps=8,
gradient_checkpointing=True,
greater_is_better=False,
group_by_length=False,
half_precision_backend=auto,
hub_model_id=None,
hub_private_repo=False,
hub_strategy=every_save,
hub_token=<HUB_TOKEN>,
ignore_data_skip=False,
include_inputs_for_metrics=False,
jit_mode_eval=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=1e-05,
length_column_name=input_length,
load_best_model_at_end=True,
local_rank=-1,
log_level=passive,
log_level_replica=passive,
log_on_each_node=True,
logging_dir=./runs/Dec13_14-12-12_4b942bf2873e,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=25,
logging_strategy=steps,
lr_scheduler_type=linear,
max_grad_norm=1.0,
max_steps=5000,
metric_for_best_model=wer,
mp_parameters=,
no_cuda=False,
num_train_epochs=3.0,
optim=adamw_hf,
optim_args=None,
output_dir=./,
overwrite_output_dir=True,
past_index=-1,
per_device_eval_batch_size=8,
per_device_train_batch_size=8,
predict_with_generate=True,
prediction_loss_only=False,
push_to_hub=True,
push_to_hub_model_id=None,
push_to_hub_organization=None,
push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
ray_scope=last,
remove_unused_columns=True,
report_to=['tensorboard'],
resume_from_checkpoint=None,
run_name=./,
save_on_each_node=False,
save_steps=1000,
save_strategy=steps,
save_total_limit=None,
seed=42,
sharded_ddp=[],
skip_memory_metrics=True,
sortish_sampler=False,
tf32=None,
torchdynamo=None,
tpu_metrics_debug=False,
tpu_num_cores=None,
use_ipex=False,
use_legacy_prediction_loop=False,
use_mps_device=False,
warmup_ratio=0.0,
warmup_steps=500,
weight_decay=0.0,
xpu_backend=None,
)
12/13/2022 14:12:12 - INFO - __main__ - Training/evaluation parameters Seq2SeqTrainingArguments(
_n_gpu=1,
adafactor=False,
adam_beta1=0.9,
adam_beta2=0.999,
adam_epsilon=1e-08,
auto_find_batch_size=False,
bf16=False,
bf16_full_eval=False,
data_seed=None,
dataloader_drop_last=False,
dataloader_num_workers=0,
dataloader_pin_memory=True,
ddp_bucket_cap_mb=None,
ddp_find_unused_parameters=None,
ddp_timeout=1800,
debug=[],
deepspeed=None,
disable_tqdm=False,
do_eval=True,
do_predict=False,
do_train=True,
eval_accumulation_steps=None,
eval_delay=0,
eval_steps=1000,
evaluation_strategy=steps,
fp16=True,
fp16_backend=auto,
fp16_full_eval=False,
fp16_opt_level=O1,
fsdp=[],
fsdp_min_num_params=0,
fsdp_transformer_layer_cls_to_wrap=None,
full_determinism=False,
generation_max_length=225,
generation_num_beams=None,
gradient_accumulation_steps=8,
gradient_checkpointing=True,
greater_is_better=False,
group_by_length=False,
half_precision_backend=auto,
hub_model_id=None,
hub_private_repo=False,
hub_strategy=every_save,
hub_token=<HUB_TOKEN>,
ignore_data_skip=False,
include_inputs_for_metrics=False,
jit_mode_eval=False,
label_names=None,
label_smoothing_factor=0.0,
learning_rate=1e-05,
length_column_name=input_length,
load_best_model_at_end=True,
local_rank=-1,
log_level=passive,
log_level_replica=passive,
log_on_each_node=True,
logging_dir=./runs/Dec13_14-12-12_4b942bf2873e,
logging_first_step=False,
logging_nan_inf_filter=True,
logging_steps=25,
logging_strategy=steps,
lr_scheduler_type=linear,
max_grad_norm=1.0,
max_steps=5000,
metric_for_best_model=wer,
mp_parameters=,
no_cuda=False,
num_train_epochs=3.0,
optim=adamw_hf,
optim_args=None,
output_dir=./,
overwrite_output_dir=True,
past_index=-1,
per_device_eval_batch_size=8,
per_device_train_batch_size=8,
predict_with_generate=True,
prediction_loss_only=False,
push_to_hub=True,
push_to_hub_model_id=None,
push_to_hub_organization=None,
push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
ray_scope=last,
remove_unused_columns=True,
report_to=['tensorboard'],
resume_from_checkpoint=None,
run_name=./,
save_on_each_node=False,
save_steps=1000,
save_strategy=steps,
save_total_limit=None,
seed=42,
sharded_ddp=[],
skip_memory_metrics=True,
sortish_sampler=False,
tf32=None,
torchdynamo=None,
tpu_metrics_debug=False,
tpu_num_cores=None,
use_ipex=False,
use_legacy_prediction_loop=False,
use_mps_device=False,
warmup_ratio=0.0,
warmup_steps=500,
weight_decay=0.0,
xpu_backend=None,
)
12/13/2022 14:12:15 - INFO - datasets.info - Loading Dataset Infos from /root/.cache/huggingface/modules/datasets_modules/datasets/mozilla-foundation--common_voice_11_0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/13/2022 14:12:15 - INFO - datasets.builder - Overwrite dataset info from restored data version.
12/13/2022 14:12:15 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/13/2022 14:12:15 - WARNING - datasets.builder - Found cached dataset common_voice_11_0 (/root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f)
12/13/2022 14:12:15 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/13/2022 14:12:19 - INFO - datasets.info - Loading Dataset Infos from /root/.cache/huggingface/modules/datasets_modules/datasets/mozilla-foundation--common_voice_11_0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/13/2022 14:12:19 - INFO - datasets.builder - Overwrite dataset info from restored data version.
12/13/2022 14:12:19 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/13/2022 14:12:19 - WARNING - datasets.builder - Found cached dataset common_voice_11_0 (/root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f)
12/13/2022 14:12:19 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/13/2022 14:12:22 - INFO - datasets.info - Loading Dataset Infos from /root/.cache/huggingface/modules/datasets_modules/datasets/mozilla-foundation--common_voice_11_0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/13/2022 14:12:22 - INFO - datasets.builder - Overwrite dataset info from restored data version.
12/13/2022 14:12:22 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/13/2022 14:12:22 - WARNING - datasets.builder - Found cached dataset common_voice_11_0 (/root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f)
12/13/2022 14:12:22 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/13/2022 14:14:43 - INFO - datasets.arrow_dataset - Caching processed dataset at /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f/cache-f4ebdf4955d452c1.arrow
12/13/2022 15:03:44 - INFO - datasets.arrow_dataset - Caching processed dataset at /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f/cache-0bdc3bb096868b69.arrow
12/13/2022 15:31:19 - INFO - datasets.arrow_dataset - Caching processed dataset at /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f/cache-beeaca47803ef85b.arrow
12/13/2022 16:01:48 - WARNING - huggingface_hub.repository - /usr/src/app/models/whisper-large2-czech-cv11/./ is already a clone of https://huggingface.co/mikr/whisper-large2-czech-cv11. Make sure you pull the latest changes with `repo.git_pull()`.
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{'train_runtime': 245218.2405, 'train_samples_per_second': 1.305, 'train_steps_per_second': 0.02, 'train_loss': 0.02271956424098462, 'epoch': 21.28}
12/16/2022 12:16:11 - WARNING - huggingface_hub.repository - Several commits (2) will be pushed upstream.
12/16/2022 12:16:11 - WARNING - huggingface_hub.repository - The progress bars may be unreliable.
12/16/2022 12:16:25 - WARNING - huggingface_hub.repository - remote: Scanning LFS files for validity, may be slow...
remote: LFS file scan complete.
To https://huggingface.co/mikr/whisper-large2-czech-cv11
07013c1..f0ad068 main -> main
12/16/2022 12:16:40 - WARNING - huggingface_hub.repository - To https://huggingface.co/mikr/whisper-large2-czech-cv11
f0ad068..2f26f06 main -> main
***** train metrics *****
epoch = 21.28
train_loss = 0.0227
train_runtime = 2 days, 20:06:58.24
train_samples_per_second = 1.305
train_steps_per_second = 0.02
12/16/2022 12:16:43 - INFO - __main__ - *** Evaluate ***
***** eval metrics *****
epoch = 21.28
eval_loss = 0.2062
eval_runtime = 3:32:46.40
eval_samples_per_second = 0.604
eval_steps_per_second = 0.076
eval_wer = 9.033
12/16/2022 15:50:59 - WARNING - huggingface_hub.repository - remote: Scanning LFS files for validity, may be slow...
remote: LFS file scan complete.
To https://huggingface.co/mikr/whisper-large2-czech-cv11
2f26f06..215c406 main -> main
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