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12/17/2022 00:49:12 - WARNING - __main__ - Process rank: -1, device: cuda:0, n_gpu: 1distributed training: False, 16-bits training: True |
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12/17/2022 00:49:12 - INFO - __main__ - Training/evaluation parameters Seq2SeqTrainingArguments( |
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_n_gpu=1, |
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adafactor=False, |
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adam_beta1=0.9, |
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adam_beta2=0.999, |
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adam_epsilon=1e-08, |
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auto_find_batch_size=False, |
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bf16=False, |
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bf16_full_eval=False, |
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data_seed=None, |
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dataloader_drop_last=False, |
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dataloader_num_workers=0, |
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dataloader_pin_memory=True, |
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ddp_bucket_cap_mb=None, |
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ddp_find_unused_parameters=None, |
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ddp_timeout=1800, |
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debug=[], |
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deepspeed=None, |
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disable_tqdm=False, |
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do_eval=True, |
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do_predict=False, |
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do_train=True, |
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eval_accumulation_steps=None, |
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eval_delay=0, |
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eval_steps=1000, |
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evaluation_strategy=steps, |
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fp16=True, |
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fp16_backend=auto, |
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fp16_full_eval=False, |
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fp16_opt_level=O1, |
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fsdp=[], |
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fsdp_min_num_params=0, |
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fsdp_transformer_layer_cls_to_wrap=None, |
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full_determinism=False, |
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generation_max_length=225, |
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generation_num_beams=None, |
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gradient_accumulation_steps=1, |
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gradient_checkpointing=True, |
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greater_is_better=False, |
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group_by_length=False, |
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half_precision_backend=auto, |
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hub_model_id=ales/whisper-base-belarusian, |
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hub_private_repo=False, |
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hub_strategy=every_save, |
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hub_token=<HUB_TOKEN>, |
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ignore_data_skip=True, |
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include_inputs_for_metrics=False, |
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jit_mode_eval=False, |
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label_names=None, |
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label_smoothing_factor=0.0, |
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learning_rate=0.0001, |
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length_column_name=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, |
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log_level_replica=passive, |
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log_on_each_node=True, |
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logging_dir=./runs/Dec17_00-49-12_129-213-88-66, |
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logging_first_step=True, |
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logging_nan_inf_filter=True, |
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logging_steps=50, |
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logging_strategy=steps, |
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lr_scheduler_type=linear, |
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max_grad_norm=1.0, |
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max_steps=6000, |
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metric_for_best_model=wer, |
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mp_parameters=, |
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no_cuda=False, |
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num_train_epochs=3.0, |
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optim=adamw_hf, |
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optim_args=None, |
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output_dir=./, |
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overwrite_output_dir=False, |
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past_index=-1, |
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per_device_eval_batch_size=32, |
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per_device_train_batch_size=64, |
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predict_with_generate=True, |
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prediction_loss_only=False, |
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push_to_hub=True, |
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push_to_hub_model_id=None, |
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push_to_hub_organization=None, |
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push_to_hub_token=<PUSH_TO_HUB_TOKEN>, |
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ray_scope=last, |
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remove_unused_columns=True, |
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report_to=['tensorboard'], |
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resume_from_checkpoint=None, |
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run_name=./, |
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save_on_each_node=False, |
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save_steps=1000, |
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save_strategy=steps, |
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save_total_limit=None, |
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seed=42, |
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sharded_ddp=[], |
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skip_memory_metrics=True, |
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sortish_sampler=False, |
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tf32=None, |
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torch_compile=False, |
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torch_compile_backend=None, |
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torch_compile_mode=None, |
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torchdynamo=None, |
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tpu_metrics_debug=False, |
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tpu_num_cores=None, |
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use_ipex=False, |
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use_legacy_prediction_loop=False, |
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use_mps_device=False, |
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warmup_ratio=0.0, |
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warmup_steps=500, |
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weight_decay=0.0, |
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xpu_backend=None, |
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) |
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12/17/2022 00:49:12 - INFO - __main__ - Data parameters: DataTrainingArguments(dataset_name='mozilla-foundation/common_voice_11_0', dataset_config_name='be', max_train_samples=None, max_eval_samples=None, audio_column_name='audio', text_column_name='sentence', max_duration_in_seconds=30.0, min_duration_in_seconds=0.0, train_split_name='train', eval_split_name='validation', do_lower_case=False, do_remove_punctuation=False, do_normalize_eval=True, language='be', task='transcribe', shuffle_buffer_size=500, streaming_train=True, streaming_eval=False) |
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12/17/2022 00:49:12 - INFO - __main__ - Model parameters: ModelArguments(model_name_or_path='openai/whisper-base', config_name=None, tokenizer_name=None, feature_extractor_name=None, cache_dir=None, use_fast_tokenizer=True, model_revision='main', use_auth_token=True, freeze_feature_encoder=False, freeze_encoder=False, forced_decoder_ids=None, suppress_tokens=None, model_index_name='Whisper Base Belarusian') |
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12/17/2022 00:49:12 - INFO - __main__ - output_dir already exists. will try to load last checkpoint. |
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12/17/2022 00:49:12 - INFO - __main__ - last_checkpoint is None. will try to read from training_args.resume_from_checkpoint |
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12/17/2022 00:49:12 - INFO - __main__ - last_checkpoint is None. resume_from_checkpoint is either None or not existing dir. will try to read from the model saved in the root of output_dir. |
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12/17/2022 00:49:12 - INFO - __main__ - dir is not empty, but contains only: ['src', '.gitattributes', 'train_20221217-004912.log', '.git', 'train_run_1.log']. it is OK - will start training |
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12/17/2022 00:49:13 - 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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12/17/2022 00:49:13 - INFO - datasets.builder - Overwrite dataset info from restored data version. |
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12/17/2022 00:49:13 - INFO - datasets.info - Loading Dataset info from /home/ubuntu/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/be/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f |
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12/17/2022 00:49:13 - 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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12/17/2022 00:49:13 - INFO - datasets.builder - Overwrite dataset info from restored data version. |
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12/17/2022 00:49:13 - INFO - datasets.info - Loading Dataset info from /home/ubuntu/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/be/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f |
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12/17/2022 00:49:13 - WARNING - datasets.builder - Found cached dataset common_voice_11_0 (/home/ubuntu/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/be/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f) |
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12/17/2022 00:49:13 - INFO - datasets.info - Loading Dataset info from /home/ubuntu/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/be/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f |
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12/17/2022 00:49:14 - INFO - __main__ - vectorizing dataset |
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12/17/2022 00:49:14 - INFO - __main__ - will preprocess data using None processes. |
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12/17/2022 00:49:16 - WARNING - datasets.arrow_dataset - Loading cached processed dataset at /home/ubuntu/.cache/huggingface/datasets/mozilla-foundation___common_voice_11_0/be/11.0.0/f8e47235d9b4e68fa24ed71d63266a02018ccf7194b2a8c9c598a5f3ab304d9f/cache-31769dd5b5301183.arrow |
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12/17/2022 00:49:18 - WARNING - huggingface_hub.repository - /home/ubuntu/whisper-base-belarusian/./ is already a clone of https://huggingface.co/ales/whisper-base-belarusian. Make sure you pull the latest changes with `repo.git_pull()`. |
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12/17/2022 00:49:20 - INFO - __main__ - ShuffleCallback. shuffling train dataset. seed: 42. dataset epoch: 0 |
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12/17/2022 02:39:16 - WARNING - datasets.download.streaming_download_manager - Got disconnected from remote data host. Retrying in 5sec [1/20] |
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12/17/2022 03:40:45 - WARNING - huggingface_hub.repository - Adding files tracked by Git LFS: ['src/__pycache__/preprocess.cpython-38.pyc', 'src/__pycache__/run_speech_recognition_seq2seq_streaming.cpython-38.pyc']. This may take a bit of time if the files are large. |
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12/17/2022 16:02:39 - INFO - __main__ - ShuffleCallback. shuffling train dataset. seed: 42. dataset epoch: 1 |
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