|
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 |
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12/13/2022 14:12:15 - INFO - datasets.builder - Overwrite dataset info from restored data version. |
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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) |
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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 |
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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 |
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12/13/2022 14:12:19 - INFO - datasets.builder - Overwrite dataset info from restored data version. |
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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) |
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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 |
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12/13/2022 14:12:22 - INFO - datasets.builder - Overwrite dataset info from restored data version. |
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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) |
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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 |
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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 |
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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 |
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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 |
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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()`. |
|
{'loss': 0.7151, 'learning_rate': 4.6000000000000004e-07, 'epoch': 0.11} |
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{'loss': 0.4297, 'learning_rate': 9.400000000000001e-07, 'epoch': 0.21} |
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{'loss': 0.2399, 'learning_rate': 1.42e-06, 'epoch': 0.32} |
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{'loss': 0.1871, 'learning_rate': 1.9200000000000003e-06, 'epoch': 0.42} |
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{'loss': 0.161, 'learning_rate': 2.42e-06, 'epoch': 0.53} |
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{'loss': 0.1511, 'learning_rate': 2.92e-06, 'epoch': 0.64} |
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{'loss': 0.1481, 'learning_rate': 3.4200000000000007e-06, 'epoch': 0.74} |
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{'loss': 0.1392, 'learning_rate': 3.920000000000001e-06, 'epoch': 0.85} |
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{'loss': 0.1328, 'learning_rate': 4.42e-06, 'epoch': 0.95} |
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{'loss': 0.1152, 'learning_rate': 4.92e-06, 'epoch': 1.06} |
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{'loss': 0.0998, 'learning_rate': 5.420000000000001e-06, 'epoch': 1.17} |
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{'loss': 0.0936, 'learning_rate': 5.92e-06, 'epoch': 1.28} |
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{'loss': 0.0953, 'learning_rate': 6.4000000000000006e-06, 'epoch': 1.38} |
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{'loss': 0.0962, 'learning_rate': 6.9e-06, 'epoch': 1.49} |
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{'loss': 0.0971, 'learning_rate': 7.4e-06, 'epoch': 1.59} |
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{'loss': 0.1003, 'learning_rate': 7.9e-06, 'epoch': 1.7} |
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{'loss': 0.0931, 'learning_rate': 8.400000000000001e-06, 'epoch': 1.81} |
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{'loss': 0.0925, 'learning_rate': 8.900000000000001e-06, 'epoch': 1.91} |
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{'loss': 0.092, 'learning_rate': 9.4e-06, 'epoch': 2.02} |
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{'loss': 0.0509, 'learning_rate': 9.9e-06, 'epoch': 2.13} |
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{'loss': 0.0563, 'learning_rate': 9.955555555555556e-06, 'epoch': 2.23} |
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{'loss': 0.0563, 'learning_rate': 9.9e-06, 'epoch': 2.34} |
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{'loss': 0.0581, 'learning_rate': 9.844444444444446e-06, 'epoch': 2.45} |
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{'loss': 0.0557, 'learning_rate': 9.78888888888889e-06, 'epoch': 2.55} |
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{'loss': 0.0149, 'learning_rate': 8.900000000000001e-06, 'epoch': 4.25} |
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{'loss': 0.0043, 'learning_rate': 7.4e-06, 'epoch': 7.13} |
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{'loss': 0.0035, 'learning_rate': 7.344444444444445e-06, 'epoch': 7.23} |
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{'loss': 0.0035, 'learning_rate': 7.28888888888889e-06, 'epoch': 7.34} |
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{'loss': 0.004, 'learning_rate': 7.233333333333334e-06, 'epoch': 7.45} |
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{'loss': 0.0034, 'learning_rate': 7.177777777777778e-06, 'epoch': 7.55} |
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{'loss': 0.0042, 'learning_rate': 7.122222222222222e-06, 'epoch': 7.66} |
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{'loss': 0.0042, 'learning_rate': 7.066666666666667e-06, 'epoch': 7.76} |
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{'loss': 0.0042, 'learning_rate': 7.011111111111112e-06, 'epoch': 7.87} |
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{'loss': 0.0043, 'learning_rate': 6.955555555555557e-06, 'epoch': 7.98} |
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{'loss': 0.0034, 'learning_rate': 6.9e-06, 'epoch': 8.08} |
|
{'loss': 0.0029, 'learning_rate': 6.844444444444445e-06, 'epoch': 8.19} |
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{'loss': 0.0034, 'learning_rate': 6.788888888888889e-06, 'epoch': 8.3} |
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{'loss': 0.0033, 'learning_rate': 6.733333333333334e-06, 'epoch': 8.4} |
|
{'loss': 0.0027, 'learning_rate': 6.677777777777779e-06, 'epoch': 8.51} |
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