12/11/2022 16:15:09 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1distributed training: False, 16-bits training: True
12/11/2022 16:15:09 - 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=2,
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/Dec11_16-15-08_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=32,
per_device_train_batch_size=32,
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,
)
12/11/2022 16:15:09 - 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=2,
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/Dec11_16-15-08_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=32,
per_device_train_batch_size=32,
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,
)
12/11/2022 16:15:12 - INFO - datasets.info - Loading Dataset Infos from /root/.cache/huggingface/modules/datasets_modules/datasets/mozilla-foundation--common_voice_11_0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/11/2022 16:15:12 - INFO - datasets.builder - Generating dataset common_voice_11_0 (/root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f)
Downloading and preparing dataset common_voice_11_0/cs to /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f...
12/11/2022 16:15:12 - INFO - datasets.builder - Dataset not on Hf google storage. Downloading and preparing it from source
12/11/2022 16:15:13 - INFO - datasets.utils.file_utils - https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/n_shards.json not found in cache or force_download set to True, downloading to /root/.cache/huggingface/datasets/downloads/tmp2uu2ip8r
12/11/2022 16:15:13 - INFO - datasets.utils.file_utils - storing https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/n_shards.json in cache at /root/.cache/huggingface/datasets/downloads/a64fc6ccf85aaef9b75e8612e97f260d2435e8ffe8b7626c5c08499f466674da
12/11/2022 16:15:13 - INFO - datasets.utils.file_utils - creating metadata file for /root/.cache/huggingface/datasets/downloads/a64fc6ccf85aaef9b75e8612e97f260d2435e8ffe8b7626c5c08499f466674da
12/11/2022 16:15:13 - INFO - datasets.download.download_manager - Downloading took 0.0 min
12/11/2022 16:15:13 - INFO - datasets.download.download_manager - Checksum Computation took 0.0 min
12/11/2022 16:15:14 - INFO - datasets.utils.file_utils - https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/audio/cs/train/cs_train_0.tar not found in cache or force_download set to True, downloading to /root/.cache/huggingface/datasets/downloads/tmpn45dj41t
12/11/2022 16:15:23 - INFO - datasets.utils.file_utils - storing https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/audio/cs/train/cs_train_0.tar in cache at /root/.cache/huggingface/datasets/downloads/e65067c9e6680c37326687e28407d42076ea8a79d0230ccfa9f1a30beefa496d
12/11/2022 16:15:23 - INFO - datasets.utils.file_utils - creating metadata file for /root/.cache/huggingface/datasets/downloads/e65067c9e6680c37326687e28407d42076ea8a79d0230ccfa9f1a30beefa496d
12/11/2022 16:15:24 - INFO - datasets.utils.file_utils - https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/audio/cs/dev/cs_dev_0.tar not found in cache or force_download set to True, downloading to /root/.cache/huggingface/datasets/downloads/tmp9ynq0ta5
12/11/2022 16:15:29 - INFO - datasets.utils.file_utils - storing https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/audio/cs/dev/cs_dev_0.tar in cache at /root/.cache/huggingface/datasets/downloads/faef583dccc4451b03508c77f16c823c3e52f080e7d2696c47ef3bc4da88b993
12/11/2022 16:15:29 - INFO - datasets.utils.file_utils - creating metadata file for /root/.cache/huggingface/datasets/downloads/faef583dccc4451b03508c77f16c823c3e52f080e7d2696c47ef3bc4da88b993
12/11/2022 16:15:30 - INFO - datasets.utils.file_utils - https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/audio/cs/test/cs_test_0.tar not found in cache or force_download set to True, downloading to /root/.cache/huggingface/datasets/downloads/tmpczbaraay
12/11/2022 16:15:35 - INFO - datasets.utils.file_utils - storing https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/audio/cs/test/cs_test_0.tar in cache at /root/.cache/huggingface/datasets/downloads/3b199c261a4a515c549e967e06831827866d46648e11b24dc2f4b50880b69664
12/11/2022 16:15:35 - INFO - datasets.utils.file_utils - creating metadata file for /root/.cache/huggingface/datasets/downloads/3b199c261a4a515c549e967e06831827866d46648e11b24dc2f4b50880b69664
12/11/2022 16:15:36 - INFO - datasets.utils.file_utils - https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/audio/cs/other/cs_other_0.tar not found in cache or force_download set to True, downloading to /root/.cache/huggingface/datasets/downloads/tmpzpt_v40l
12/11/2022 16:15:41 - INFO - datasets.utils.file_utils - storing https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/audio/cs/other/cs_other_0.tar in cache at /root/.cache/huggingface/datasets/downloads/e9daf9a9975b7a926609592de3dd2542f6bfa853753253cd36e1ff97a21d5b16
12/11/2022 16:15:41 - INFO - datasets.utils.file_utils - creating metadata file for /root/.cache/huggingface/datasets/downloads/e9daf9a9975b7a926609592de3dd2542f6bfa853753253cd36e1ff97a21d5b16
12/11/2022 16:15:42 - INFO - datasets.utils.file_utils - https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/audio/cs/invalidated/cs_invalidated_0.tar not found in cache or force_download set to True, downloading to /root/.cache/huggingface/datasets/downloads/tmpef10rmii
12/11/2022 16:15:43 - INFO - datasets.utils.file_utils - storing https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/audio/cs/invalidated/cs_invalidated_0.tar in cache at /root/.cache/huggingface/datasets/downloads/8f0074a128edd8f8eb60cf804a3ae6c95ebcea9a743285d0c76e6b2168fd6695
12/11/2022 16:15:43 - INFO - datasets.utils.file_utils - creating metadata file for /root/.cache/huggingface/datasets/downloads/8f0074a128edd8f8eb60cf804a3ae6c95ebcea9a743285d0c76e6b2168fd6695
12/11/2022 16:15:43 - INFO - datasets.download.download_manager - Downloading took 0.0 min
12/11/2022 16:15:48 - INFO - datasets.download.download_manager - Checksum Computation took 0.0 min
12/11/2022 16:15:48 - INFO - datasets.utils.py_utils - Spawning 5 processes for 5 objects in slices of [1, 1, 1, 1, 1]
12/11/2022 16:15:53 - INFO - datasets.utils.py_utils - Finished 5 processes
12/11/2022 16:15:53 - INFO - datasets.utils.py_utils - Unpacked 5 objects
12/11/2022 16:15:54 - INFO - datasets.utils.file_utils - https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/transcript/cs/train.tsv not found in cache or force_download set to True, downloading to /root/.cache/huggingface/datasets/downloads/tmp2rur8w_5
12/11/2022 16:15:55 - INFO - datasets.utils.file_utils - storing https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/transcript/cs/train.tsv in cache at /root/.cache/huggingface/datasets/downloads/e03f690a1b87aaf6a10df06930bea3ea97524f22df3689d7d4f6de39a04ad6df
12/11/2022 16:15:55 - INFO - datasets.utils.file_utils - creating metadata file for /root/.cache/huggingface/datasets/downloads/e03f690a1b87aaf6a10df06930bea3ea97524f22df3689d7d4f6de39a04ad6df
12/11/2022 16:15:56 - INFO - datasets.utils.file_utils - https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/transcript/cs/dev.tsv not found in cache or force_download set to True, downloading to /root/.cache/huggingface/datasets/downloads/tmpg21adl1m
12/11/2022 16:15:57 - INFO - datasets.utils.file_utils - storing https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/transcript/cs/dev.tsv in cache at /root/.cache/huggingface/datasets/downloads/5ede6c8121be47f2c2e4cb6be8b87ef855e5e3966ea6288c369f3d760770b29b
12/11/2022 16:15:57 - INFO - datasets.utils.file_utils - creating metadata file for /root/.cache/huggingface/datasets/downloads/5ede6c8121be47f2c2e4cb6be8b87ef855e5e3966ea6288c369f3d760770b29b
12/11/2022 16:15:58 - INFO - datasets.utils.file_utils - https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/transcript/cs/test.tsv not found in cache or force_download set to True, downloading to /root/.cache/huggingface/datasets/downloads/tmplvvsd__g
12/11/2022 16:16:02 - INFO - datasets.utils.file_utils - storing https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/transcript/cs/test.tsv in cache at /root/.cache/huggingface/datasets/downloads/af41495b66bafe30b9cd41b7495379553a285ecf658214a8659ed096da46180b
12/11/2022 16:16:02 - INFO - datasets.utils.file_utils - creating metadata file for /root/.cache/huggingface/datasets/downloads/af41495b66bafe30b9cd41b7495379553a285ecf658214a8659ed096da46180b
12/11/2022 16:16:03 - INFO - datasets.utils.file_utils - https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/transcript/cs/other.tsv not found in cache or force_download set to True, downloading to /root/.cache/huggingface/datasets/downloads/tmp04ecl_sx
12/11/2022 16:16:03 - INFO - datasets.utils.file_utils - storing https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/transcript/cs/other.tsv in cache at /root/.cache/huggingface/datasets/downloads/0b1cf69c260eb7bfb5a97457676fa623c013d75427595de37d10c03c53b2a184
12/11/2022 16:16:03 - INFO - datasets.utils.file_utils - creating metadata file for /root/.cache/huggingface/datasets/downloads/0b1cf69c260eb7bfb5a97457676fa623c013d75427595de37d10c03c53b2a184
12/11/2022 16:16:04 - INFO - datasets.utils.file_utils - https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/transcript/cs/invalidated.tsv not found in cache or force_download set to True, downloading to /root/.cache/huggingface/datasets/downloads/tmphgbsuplm
12/11/2022 16:16:05 - INFO - datasets.utils.file_utils - storing https://huggingface.co/datasets/mozilla-foundation/common_voice_11_0/resolve/streaming/transcript/cs/invalidated.tsv in cache at /root/.cache/huggingface/datasets/downloads/678b61c8b7174e01bad8858c770f89625c71e9cbcfe3a7ca7905d4fab962dcbf
12/11/2022 16:16:05 - INFO - datasets.utils.file_utils - creating metadata file for /root/.cache/huggingface/datasets/downloads/678b61c8b7174e01bad8858c770f89625c71e9cbcfe3a7ca7905d4fab962dcbf
12/11/2022 16:16:05 - INFO - datasets.download.download_manager - Downloading took 0.0 min
12/11/2022 16:16:05 - INFO - datasets.download.download_manager - Checksum Computation took 0.0 min
12/11/2022 16:16:05 - INFO - datasets.utils.py_utils - Spawning 5 processes for 5 objects in slices of [1, 1, 1, 1, 1]
12/11/2022 16:16:05 - INFO - datasets.utils.py_utils - Finished 5 processes
12/11/2022 16:16:05 - INFO - datasets.utils.py_utils - Unpacked 5 objects
12/11/2022 16:16:05 - INFO - datasets.utils.info_utils - Unable to verify checksums.
12/11/2022 16:16:05 - INFO - datasets.builder - Generating train split
12/11/2022 16:16:13 - INFO - datasets.builder - Generating validation split
12/11/2022 16:16:17 - INFO - datasets.builder - Generating test split
12/11/2022 16:16:21 - INFO - datasets.builder - Generating other split
12/11/2022 16:16:26 - INFO - datasets.builder - Generating invalidated split
12/11/2022 16:16:27 - INFO - datasets.utils.info_utils - Unable to verify splits sizes.
Dataset common_voice_11_0 downloaded and prepared to /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f. Subsequent calls will reuse this data.
12/11/2022 16:16:30 - INFO - datasets.info - Loading Dataset Infos from /root/.cache/huggingface/modules/datasets_modules/datasets/mozilla-foundation--common_voice_11_0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/11/2022 16:16:30 - INFO - datasets.builder - Overwrite dataset info from restored data version.
12/11/2022 16:16:30 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/11/2022 16:16:30 - 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)
12/11/2022 16:16:30 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/11/2022 16:16:33 - INFO - datasets.info - Loading Dataset Infos from /root/.cache/huggingface/modules/datasets_modules/datasets/mozilla-foundation--common_voice_11_0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/11/2022 16:16:33 - INFO - datasets.builder - Overwrite dataset info from restored data version.
12/11/2022 16:16:33 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/11/2022 16:16:33 - 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)
12/11/2022 16:16:33 - INFO - datasets.info - Loading Dataset info from /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f
12/11/2022 16:17:55 - INFO - datasets.arrow_dataset - Caching processed dataset at /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f/cache-a7b69aafcb764d25.arrow
12/11/2022 17:06:52 - INFO - datasets.arrow_dataset - Caching processed dataset at /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f/cache-c3bcb0a977898ff3.arrow
12/11/2022 17:34:34 - INFO - datasets.arrow_dataset - Caching processed dataset at /root/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/cs/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f/cache-1a8c2d6bd9812539.arrow
12/11/2022 18:04:38 - WARNING - huggingface_hub.repository - /usr/src/app/models/whisper-medium-czech-cv11/./ is already a clone of https://huggingface.co/mikr/whisper-medium-czech-cv11. Make sure you pull the latest changes with `repo.git_pull()`.
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