2024-05-26 14:13:05,023 INFO    MainThread:34 [wandb_setup.py:_flush():76] Current SDK version is 0.16.6
2024-05-26 14:13:05,023 INFO    MainThread:34 [wandb_setup.py:_flush():76] Configure stats pid to 34
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_setup.py:_flush():76] Loading settings from /kaggle/working/wandb/settings
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program': '<python with no main file>'}
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_setup.py:_flush():76] Applying login settings: {}
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_init.py:_log_setup():521] Logging user logs to /kaggle/working/wandb/run-20240526_141305-wfyhopk0/logs/debug.log
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_init.py:_log_setup():522] Logging internal logs to /kaggle/working/wandb/run-20240526_141305-wfyhopk0/logs/debug-internal.log
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_init.py:_jupyter_setup():467] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7bfadacb7c10>
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_init.py:init():561] calling init triggers
2024-05-26 14:13:05,024 INFO    MainThread:34 [wandb_init.py:init():568] wandb.init called with sweep_config: {}
config: {}
2024-05-26 14:13:05,025 INFO    MainThread:34 [wandb_init.py:init():611] starting backend
2024-05-26 14:13:05,025 INFO    MainThread:34 [wandb_init.py:init():615] setting up manager
2024-05-26 14:13:05,026 INFO    MainThread:34 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
2024-05-26 14:13:05,028 INFO    MainThread:34 [wandb_init.py:init():623] backend started and connected
2024-05-26 14:13:05,040 INFO    MainThread:34 [wandb_run.py:_label_probe_notebook():1299] probe notebook
2024-05-26 14:13:06,043 INFO    MainThread:34 [wandb_init.py:init():715] updated telemetry
2024-05-26 14:13:06,046 INFO    MainThread:34 [wandb_init.py:init():748] communicating run to backend with 90.0 second timeout
2024-05-26 14:13:06,476 INFO    MainThread:34 [wandb_run.py:_on_init():2357] communicating current version
2024-05-26 14:13:06,526 INFO    MainThread:34 [wandb_run.py:_on_init():2366] got version response upgrade_message: "wandb version 0.17.0 is available!  To upgrade, please run:\n $ pip install wandb --upgrade"

2024-05-26 14:13:06,527 INFO    MainThread:34 [wandb_init.py:init():799] starting run threads in backend
2024-05-26 14:13:22,559 INFO    MainThread:34 [wandb_run.py:_console_start():2335] atexit reg
2024-05-26 14:13:22,559 INFO    MainThread:34 [wandb_run.py:_redirect():2190] redirect: wrap_raw
2024-05-26 14:13:22,559 INFO    MainThread:34 [wandb_run.py:_redirect():2255] Wrapping output streams.
2024-05-26 14:13:22,559 INFO    MainThread:34 [wandb_run.py:_redirect():2280] Redirects installed.
2024-05-26 14:13:22,560 INFO    MainThread:34 [wandb_init.py:init():842] run started, returning control to user process
2024-05-26 14:13:22,567 INFO    MainThread:34 [wandb_run.py:_config_callback():1347] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['Wav2Vec2ForPreTraining'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 1, 'pad_token_id': 0, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'facebook/wav2vec2-base', 'transformers_version': '4.39.3', 'freeze_feat_extract_train': True, 'mask_channel_length': 10, 'mask_channel_min_space': 1, 'mask_channel_other': 0.0, 'mask_channel_prob': 0.0, 'mask_channel_selection': 'static', 'mask_time_min_space': 1, 'mask_time_other': 0.0, 'mask_time_selection': 'static', 'model_type': 'wav2vec2', 'no_mask_channel_overlap': False, 'no_mask_time_overlap': False, 'num_feat_extract_layers': 7, 'hidden_size': 768, 'feat_extract_norm': 'group', 'feat_extract_activation': 'gelu', 'conv_dim': [512, 512, 512, 512, 512, 512, 512], 'conv_stride': [5, 2, 2, 2, 2, 2, 2], 'conv_kernel': [10, 3, 3, 3, 3, 2, 2], 'conv_bias': False, 'num_conv_pos_embeddings': 128, 'num_conv_pos_embedding_groups': 16, 'num_hidden_layers': 12, 'intermediate_size': 3072, 'hidden_act': 'gelu', 'num_attention_heads': 12, 'hidden_dropout': 0.1, 'attention_dropout': 0.1, 'activation_dropout': 0.0, 'feat_proj_dropout': 0.1, 'final_dropout': 0.0, 'layerdrop': 0.0, 'layer_norm_eps': 1e-05, 'initializer_range': 0.02, 'vocab_size': 100000000000000, 'do_stable_layer_norm': False, 'use_weighted_layer_sum': False, 'apply_spec_augment': True, 'mask_time_prob': 0.05, 'mask_time_length': 10, 'mask_time_min_masks': 2, 'mask_feature_prob': 0.0, 'mask_feature_length': 10, 'mask_feature_min_masks': 0, 'num_codevectors_per_group': 320, 'num_codevector_groups': 2, 'contrastive_logits_temperature': 0.1, 'feat_quantizer_dropout': 0.0, 'num_negatives': 100, 'codevector_dim': 256, 'proj_codevector_dim': 256, 'diversity_loss_weight': 0.1, 'ctc_loss_reduction': 'sum', 'ctc_zero_infinity': False, 'add_adapter': False, 'adapter_kernel_size': 3, 'adapter_stride': 2, 'num_adapter_layers': 3, 'output_hidden_size': 768, 'adapter_attn_dim': None, 'classifier_proj_size': 256, 'tdnn_dim': [512, 512, 512, 512, 1500], 'tdnn_kernel': [5, 3, 3, 1, 1], 'tdnn_dilation': [1, 2, 3, 1, 1], 'xvector_output_dim': 512, 'output_dir': '/kaggle/working/', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 8, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': None, 'per_gpu_eval_batch_size': None, 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 0.0001, 'weight_decay': 0.005, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 30, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 1000, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/May26_14-12-33_142d81d78b72', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 2, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': 500, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '/kaggle/working/', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': False, 'metric_for_best_model': None, 'greater_is_better': None, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': True, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': None, 'hub_model_id': None, 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': True, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None}