2024-09-25 17:55:08,985 INFO MainThread:23720 [wandb_setup.py:_flush():76] Current SDK version is 0.17.6 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_setup.py:_flush():76] Configure stats pid to 23720 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_setup.py:_flush():76] Loading settings from C:\Users\marcelovidigal\.config\wandb\settings 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_setup.py:_flush():76] Loading settings from e:\ferramentas\google\drive\Meu Drive\projetos\python\retrieval_augmented_generation\classificacao_texto\wandb\settings 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'notebook_name': '/Users/marcelovidigal/Library/CloudStorage/GoogleDrive-marcelovidigal@gmail.com/Meu Drive/projetos/python/retrieval_augmented_generation/classificacao_texto/classificacao_texto_hugging_face.ipynb'} 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False} 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program': ''} 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_setup.py:_flush():76] Applying login settings: {} 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_init.py:_log_setup():521] Logging user logs to /Users/marcelovidigal/Library/CloudStorage/GoogleDrive-marcelovidigal@gmail.com/Meu Drive/projetos/python/retrieval_augmented_generation/modelos/classificacao_texto/classificacao_texto_hugging_face_v1/wandb\run-20240925_175508-akkgxnmm\logs\debug.log 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_init.py:_log_setup():522] Logging internal logs to /Users/marcelovidigal/Library/CloudStorage/GoogleDrive-marcelovidigal@gmail.com/Meu Drive/projetos/python/retrieval_augmented_generation/modelos/classificacao_texto/classificacao_texto_hugging_face_v1/wandb\run-20240925_175508-akkgxnmm\logs\debug-internal.log 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_init.py:_jupyter_setup():467] configuring jupyter hooks 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_init.py:init():559] calling init triggers 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_init.py:init():566] wandb.init called with sweep_config: {} config: {} 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_init.py:init():609] starting backend 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_init.py:init():613] setting up manager 2024-09-25 17:55:08,986 INFO MainThread:23720 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=spawn, using: spawn 2024-09-25 17:55:08,986 INFO MainThread:23720 [wandb_init.py:init():621] backend started and connected 2024-09-25 17:55:08,996 INFO MainThread:23720 [wandb_run.py:_label_probe_notebook():1337] probe notebook 2024-09-25 17:55:08,998 INFO MainThread:23720 [wandb_run.py:_label_probe_notebook():1347] Unable to probe notebook: 'NoneType' object has no attribute 'get' 2024-09-25 17:55:08,998 INFO MainThread:23720 [wandb_init.py:init():716] updated telemetry 2024-09-25 17:55:09,086 INFO MainThread:23720 [wandb_init.py:init():749] communicating run to backend with 90.0 second timeout 2024-09-25 17:55:09,786 INFO MainThread:23720 [wandb_run.py:_on_init():2438] communicating current version 2024-09-25 17:55:10,121 INFO MainThread:23720 [wandb_run.py:_on_init():2447] got version response upgrade_message: "wandb version 0.18.1 is available! To upgrade, please run:\n $ pip install wandb --upgrade" 2024-09-25 17:55:10,121 INFO MainThread:23720 [wandb_init.py:init():800] starting run threads in backend 2024-09-25 17:55:10,775 INFO MainThread:23720 [wandb_run.py:_console_start():2416] atexit reg 2024-09-25 17:55:10,775 INFO MainThread:23720 [wandb_run.py:_redirect():2258] redirect: wrap_raw 2024-09-25 17:55:10,775 INFO MainThread:23720 [wandb_run.py:_redirect():2323] Wrapping output streams. 2024-09-25 17:55:10,775 INFO MainThread:23720 [wandb_run.py:_redirect():2348] Redirects installed. 2024-09-25 17:55:10,775 INFO MainThread:23720 [wandb_init.py:init():843] run started, returning control to user process 2024-09-25 17:55:10,807 INFO MainThread:23720 [jupyter.py:save_ipynb():372] not saving jupyter notebook 2024-09-25 17:55:10,807 INFO MainThread:23720 [wandb_init.py:_pause_backend():432] pausing backend 2024-09-25 17:55:10,823 INFO MainThread:23720 [wandb_init.py:_resume_backend():437] resuming backend 2024-09-25 17:55:10,823 INFO MainThread:23720 [jupyter.py:save_ipynb():372] not saving jupyter notebook 2024-09-25 17:55:10,832 INFO MainThread:23720 [wandb_init.py:_pause_backend():432] pausing backend 2024-09-25 17:55:10,836 INFO MainThread:23720 [wandb_init.py:_resume_backend():437] resuming backend 2024-09-25 17:55:21,736 INFO MainThread:23720 [jupyter.py:save_ipynb():372] not saving jupyter notebook 2024-09-25 17:55:21,736 INFO MainThread:23720 [wandb_init.py:_pause_backend():432] pausing backend 2024-09-25 17:55:21,753 INFO MainThread:23720 [wandb_init.py:_resume_backend():437] resuming backend 2024-09-25 17:55:21,755 INFO MainThread:23720 [jupyter.py:save_ipynb():372] not saving jupyter notebook 2024-09-25 17:55:21,755 INFO MainThread:23720 [wandb_init.py:_pause_backend():432] pausing backend 2024-09-25 17:55:21,770 INFO MainThread:23720 [wandb_init.py:_resume_backend():437] resuming backend 2024-09-25 17:55:30,603 INFO MainThread:23720 [jupyter.py:save_ipynb():372] not saving jupyter notebook 2024-09-25 17:55:30,603 INFO MainThread:23720 [wandb_init.py:_pause_backend():432] pausing backend 2024-09-25 17:55:30,637 INFO MainThread:23720 [wandb_init.py:_resume_backend():437] resuming backend 2024-09-25 17:55:31,553 INFO MainThread:23720 [jupyter.py:save_ipynb():372] not saving jupyter notebook 2024-09-25 17:55:31,553 INFO MainThread:23720 [wandb_init.py:_pause_backend():432] pausing backend 2024-09-25 17:55:34,855 INFO MainThread:23720 [wandb_init.py:_resume_backend():437] resuming backend 2024-09-25 17:55:36,243 INFO MainThread:23720 [wandb_run.py:_config_callback():1385] config_cb None None {'vocab_size': 30522, 'max_position_embeddings': 512, 'sinusoidal_pos_embds': False, 'n_layers': 6, 'n_heads': 12, 'dim': 768, 'hidden_dim': 3072, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation': 'gelu', 'initializer_range': 0.02, 'qa_dropout': 0.1, 'seq_classif_dropout': 0.2, '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': ['DistilBertForMaskedLM'], 'finetuning_task': None, 'id2label': {0: 'NEGATIVE', 1: 'POSITIVE'}, 'label2id': {'NEGATIVE': 0, 'POSITIVE': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'distilbert/distilbert-base-uncased', 'transformers_version': '4.42.4', 'model_type': 'distilbert', 'tie_weights_': True, 'output_dir': '/Users/marcelovidigal/Library/CloudStorage/GoogleDrive-marcelovidigal@gmail.com/Meu Drive/projetos/python/retrieval_augmented_generation/modelos/classificacao_texto/classificacao_texto_hugging_face_v1', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 16, 'per_device_eval_batch_size': 16, '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': 2e-05, 'weight_decay': 0.01, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 5, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/Users/marcelovidigal/Library/CloudStorage/GoogleDrive-marcelovidigal@gmail.com/Meu Drive/projetos/python/retrieval_augmented_generation/modelos/classificacao_texto/classificacao_texto_hugging_face_v1\\runs\\Sep25_17-55-35_mace10', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': 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': False, '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': None, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': 'classificacao_texto_hugging_face_v1', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, '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, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, '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_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': None, 'push_to_hub_model_id': None, 'push_to_hub_organization': None, '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, 'batch_eval_metrics': False, 'eval_on_start': False} 2024-09-25 17:55:36,243 INFO MainThread:23720 [wandb_config.py:__setitem__():151] config set model/num_parameters = 66955010 - > 2024-09-25 17:55:36,243 INFO MainThread:23720 [wandb_run.py:_config_callback():1385] config_cb model/num_parameters 66955010 None 2024-09-25 19:15:54,997 INFO MainThread:23720 [jupyter.py:save_ipynb():372] not saving jupyter notebook 2024-09-25 19:15:54,997 INFO MainThread:23720 [wandb_init.py:_pause_backend():432] pausing backend 2024-09-25 19:15:55,034 INFO MainThread:23720 [wandb_init.py:_resume_backend():437] resuming backend