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12/12/2022 17:00:53 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1distributed training: False, 16-bits training: True |
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12/12/2022 17:00:53 - INFO - __main__ - Training/evaluation parameters Seq2SeqTrainingArguments( |
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_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=1, |
|
gradient_checkpointing=True, |
|
greater_is_better=False, |
|
group_by_length=False, |
|
half_precision_backend=auto, |
|
hub_model_id=None, |
|
hub_private_repo=False, |
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hub_strategy=every_save, |
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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, |
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learning_rate=1e-05, |
|
length_column_name=input_length, |
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load_best_model_at_end=True, |
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local_rank=-1, |
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log_level=passive, |
|
log_level_replica=passive, |
|
log_on_each_node=True, |
|
logging_dir=./runs/Dec12_17-00-53_129-213-128-6, |
|
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=64, |
|
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, |
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report_to=['tensorboard'], |
|
resume_from_checkpoint=None, |
|
run_name=./, |
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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, |
|
torch_compile=False, |
|
torch_compile_backend=None, |
|
torch_compile_mode=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, |
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weight_decay=0.0, |
|
xpu_backend=None, |
|
) |
|
12/12/2022 17:00:53 - 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=1, |
|
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/Dec12_17-00-53_129-213-128-6, |
|
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=64, |
|
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, |
|
torch_compile=False, |
|
torch_compile_backend=None, |
|
torch_compile_mode=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, |
|
) |
|
12/12/2022 17:00:53 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/mozilla-foundation--common_voice_11_0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f |
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12/12/2022 17:00:53 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/mozilla-foundation--common_voice_11_0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f |
|
12/12/2022 17:00:54 - INFO - datasets.info - Loading Dataset Infos from /home/ubuntu/.cache/huggingface/modules/datasets_modules/datasets/mozilla-foundation--common_voice_11_0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f |
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12/12/2022 17:00:59 - WARNING - huggingface_hub.repository - /home/ubuntu/whisper-small-fy-NL-Transfer-From-English/./ is already a clone of https://huggingface.co/polixonrio/whisper-small-fy-NL-Transfer-From-English. Make sure you pull the latest changes with `repo.git_pull()`. |
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{'loss': 7.6922, 'learning_rate': 4.0000000000000003e-07, 'epoch': 0.01} |
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{'loss': 5.8503, 'learning_rate': 9.000000000000001e-07, 'epoch': 0.01} |
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{'loss': 3.9042, 'learning_rate': 1.4000000000000001e-06, 'epoch': 0.01} |
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{'loss': 2.7093, 'learning_rate': 1.9000000000000002e-06, 'epoch': 1.0} |
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{'loss': 1.7436, 'learning_rate': 2.4000000000000003e-06, 'epoch': 1.01} |
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{'loss': 1.3753, 'learning_rate': 2.9e-06, 'epoch': 1.01} |
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{'loss': 1.082, 'learning_rate': 3.4000000000000005e-06, 'epoch': 1.02} |
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{'loss': 0.923, 'learning_rate': 3.900000000000001e-06, 'epoch': 2.0} |
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{'loss': 0.7541, 'learning_rate': 4.4e-06, 'epoch': 2.01} |
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{'loss': 0.681, 'learning_rate': 4.9000000000000005e-06, 'epoch': 2.01} |
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{'loss': 0.5853, 'learning_rate': 5.400000000000001e-06, 'epoch': 2.02} |
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{'loss': 0.5019, 'learning_rate': 5.9e-06, 'epoch': 3.0} |
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{'loss': 0.439, 'learning_rate': 6.4000000000000006e-06, 'epoch': 3.01} |
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{'loss': 0.3904, 'learning_rate': 6.9e-06, 'epoch': 3.01} |
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{'loss': 0.3482, 'learning_rate': 7.4e-06, 'epoch': 3.02} |
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{'loss': 0.2813, 'learning_rate': 7.9e-06, 'epoch': 4.0} |
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{'loss': 0.2462, 'learning_rate': 8.400000000000001e-06, 'epoch': 4.01} |
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{'loss': 0.2148, 'learning_rate': 8.900000000000001e-06, 'epoch': 4.01} |
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{'loss': 0.1904, 'learning_rate': 9.4e-06, 'epoch': 4.02} |
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{'loss': 0.1422, 'learning_rate': 9.9e-06, 'epoch': 5.0} |
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{'loss': 0.1294, 'learning_rate': 9.955555555555556e-06, 'epoch': 5.01} |
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{'loss': 0.0987, 'learning_rate': 9.9e-06, 'epoch': 5.01} |
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{'loss': 0.0965, 'learning_rate': 9.844444444444446e-06, 'epoch': 6.0} |
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{'loss': 0.0641, 'learning_rate': 9.78888888888889e-06, 'epoch': 6.01} |
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{'loss': 0.0626, 'learning_rate': 9.733333333333334e-06, 'epoch': 6.01} |
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{'loss': 0.0461, 'learning_rate': 9.677777777777778e-06, 'epoch': 6.02} |
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{'loss': 0.0434, 'learning_rate': 9.622222222222222e-06, 'epoch': 7.0} |
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{'loss': 0.0332, 'learning_rate': 9.566666666666668e-06, 'epoch': 7.01} |
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{'loss': 0.0307, 'learning_rate': 9.511111111111112e-06, 'epoch': 7.01} |
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{'loss': 0.0243, 'learning_rate': 9.455555555555557e-06, 'epoch': 7.02} |
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{'loss': 0.0197, 'learning_rate': 9.4e-06, 'epoch': 8.0} |
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{'loss': 0.0178, 'learning_rate': 9.344444444444446e-06, 'epoch': 8.01} |
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{'loss': 0.018, 'learning_rate': 9.28888888888889e-06, 'epoch': 8.01} |
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{'loss': 0.0158, 'learning_rate': 9.233333333333334e-06, 'epoch': 8.02} |
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{'loss': 0.0128, 'learning_rate': 9.17777777777778e-06, 'epoch': 9.0} |
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{'loss': 0.0123, 'learning_rate': 9.122222222222223e-06, 'epoch': 9.01} |
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{'loss': 0.011, 'learning_rate': 9.066666666666667e-06, 'epoch': 9.01} |
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{'loss': 0.01, 'learning_rate': 9.011111111111111e-06, 'epoch': 9.02} |
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{'loss': 0.0086, 'learning_rate': 8.955555555555555e-06, 'epoch': 10.01} |
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{'loss': 0.0078, 'learning_rate': 8.900000000000001e-06, 'epoch': 10.01} |
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