| 12/14/2022 23:13:58 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1distributed training: False, 16-bits training: True | |
| 12/14/2022 23:13:58 - 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/Dec14_23-13-58_129-146-123-136, | |
| 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, | |
| ) | |
| 12/14/2022 23:13:58 - 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/Dec14_23-13-58_129-146-123-136, | |
| 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, | |
| ) | |
| 12/14/2022 23:13:59 - INFO - datasets.info - Loading Dataset Infos from /home/milan/.cache/huggingface/modules/datasets_modules/datasets/facebook--voxpopuli/b5ff837284f0778eefe0f642734e142d8c3f574eba8c9c8a4b13602297f73604 | |
| 12/14/2022 23:14:01 - INFO - datasets.info - Loading Dataset Infos from /home/milan/.cache/huggingface/modules/datasets_modules/datasets/facebook--voxpopuli/b5ff837284f0778eefe0f642734e142d8c3f574eba8c9c8a4b13602297f73604 | |
| 12/14/2022 23:14:02 - INFO - datasets.info - Loading Dataset Infos from /home/milan/.cache/huggingface/modules/datasets_modules/datasets/facebook--voxpopuli/b5ff837284f0778eefe0f642734e142d8c3f574eba8c9c8a4b13602297f73604 | |
| 12/14/2022 23:14:09 - WARNING - huggingface_hub.repository - /home/milan/whisper-small-hr-vox/./ is already a clone of https://huggingface.co/mikr/whisper-small-hr-vox. Make sure you pull the latest changes with `repo.git_pull()`. | |
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| 12/15/2022 06:41:03 - WARNING - datasets.download.streaming_download_manager - Got disconnected from remote data host. Retrying in 5sec [1/20] | |
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| {'loss': 0.0002, 'learning_rate': 4.466666666666667e-07, 'epoch': 119.01} | |
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| {'loss': 0.0002, 'learning_rate': 3.3555555555555556e-07, 'epoch': 121.0} | |
| {'loss': 0.0002, 'learning_rate': 2.8e-07, 'epoch': 121.01} | |
| {'loss': 0.0002, 'learning_rate': 2.2444444444444445e-07, 'epoch': 122.0} | |
| {'loss': 0.0002, 'learning_rate': 1.6888888888888888e-07, 'epoch': 123.0} | |
| {'loss': 0.0002, 'learning_rate': 1.1333333333333336e-07, 'epoch': 123.01} | |
| {'loss': 0.0002, 'learning_rate': 5.777777777777778e-08, 'epoch': 124.0} | |
| {'loss': 0.0002, 'learning_rate': 2.2222222222222225e-09, 'epoch': 124.01} | |
| {'eval_loss': 0.6405040621757507, 'eval_wer': 25.43475821833277, 'eval_runtime': 648.4677, 'eval_samples_per_second': 1.027, 'eval_steps_per_second': 0.032, 'epoch': 124.01} | |
| {'train_runtime': 39423.3866, 'train_samples_per_second': 8.117, 'train_steps_per_second': 0.127, 'train_loss': 0.04578730283072218, 'epoch': 124.01} | |
| 12/15/2022 10:11:51 - WARNING - huggingface_hub.repository - Several commits (2) will be pushed upstream. | |
| 12/15/2022 10:11:51 - WARNING - huggingface_hub.repository - The progress bars may be unreliable. | |
| 12/15/2022 10:11:57 - WARNING - huggingface_hub.repository - remote: Scanning LFS files for validity, may be slow... | |
| remote: LFS file scan complete. | |
| To https://huggingface.co/mikr/whisper-small-hr-vox | |
| ddcf8d0..1dba846 main -> main | |
| 12/15/2022 10:12:11 - WARNING - huggingface_hub.repository - To https://huggingface.co/mikr/whisper-small-hr-vox | |
| 1dba846..c404c89 main -> main | |
| ***** train metrics ***** | |
| epoch = 124.01 | |
| train_loss = 0.0458 | |
| train_runtime = 10:57:03.38 | |
| train_samples_per_second = 8.117 | |
| train_steps_per_second = 0.127 | |
| 12/15/2022 10:12:14 - INFO - __main__ - *** Evaluate *** | |
| ***** eval metrics ***** | |
| epoch = 124.01 | |
| eval_loss = 0.6325 | |
| eval_runtime = 0:10:46.41 | |
| eval_samples_per_second = 1.03 | |
| eval_steps_per_second = 0.032 | |
| eval_wer = 25.3731 | |
| 12/15/2022 10:23:21 - WARNING - huggingface_hub.repository - remote: Scanning LFS files for validity, may be slow... | |
| remote: LFS file scan complete. | |
| To https://huggingface.co/mikr/whisper-small-hr-vox | |
| c404c89..bb31423 main -> main | |