2024-10-03 17:12:07,735 INFO    MainThread:29 [wandb_setup.py:_flush():77] Current SDK version is 0.18.1
2024-10-03 17:12:07,735 INFO    MainThread:29 [wandb_setup.py:_flush():77] Configure stats pid to 29
2024-10-03 17:12:07,735 INFO    MainThread:29 [wandb_setup.py:_flush():77] Loading settings from /root/.config/wandb/settings
2024-10-03 17:12:07,735 INFO    MainThread:29 [wandb_setup.py:_flush():77] Loading settings from /kaggle/working/wandb/settings
2024-10-03 17:12:07,735 INFO    MainThread:29 [wandb_setup.py:_flush():77] Loading settings from environment variables: {}
2024-10-03 17:12:07,735 INFO    MainThread:29 [wandb_setup.py:_flush():77] Applying setup settings: {'mode': None, '_disable_service': None}
2024-10-03 17:12:07,735 INFO    MainThread:29 [wandb_setup.py:_flush():77] Inferring run settings from compute environment: {'program': '<python with no main file>'}
2024-10-03 17:12:07,735 INFO    MainThread:29 [wandb_setup.py:_flush():77] Applying login settings: {}
2024-10-03 17:12:07,735 INFO    MainThread:29 [wandb_setup.py:_flush():77] Applying login settings: {'api_key': '***REDACTED***'}
2024-10-03 17:12:07,736 INFO    MainThread:29 [wandb_init.py:_log_setup():532] Logging user logs to /kaggle/working/wandb/run-20241003_171207-ebbiv8op/logs/debug.log
2024-10-03 17:12:07,736 INFO    MainThread:29 [wandb_init.py:_log_setup():533] Logging internal logs to /kaggle/working/wandb/run-20241003_171207-ebbiv8op/logs/debug-internal.log
2024-10-03 17:12:07,736 INFO    MainThread:29 [wandb_init.py:_jupyter_setup():478] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7cb0a0709600>
2024-10-03 17:12:07,736 INFO    MainThread:29 [wandb_init.py:init():616] calling init triggers
2024-10-03 17:12:07,736 INFO    MainThread:29 [wandb_init.py:init():623] wandb.init called with sweep_config: {}
config: {}
2024-10-03 17:12:07,736 INFO    MainThread:29 [wandb_init.py:init():666] starting backend
2024-10-03 17:12:07,736 INFO    MainThread:29 [wandb_init.py:init():670] setting up manager
2024-10-03 17:12:07,738 INFO    MainThread:29 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
2024-10-03 17:12:07,741 INFO    MainThread:29 [wandb_init.py:init():678] backend started and connected
2024-10-03 17:12:07,753 INFO    MainThread:29 [wandb_run.py:_label_probe_notebook():1340] probe notebook
2024-10-03 17:12:08,465 INFO    MainThread:29 [wandb_init.py:init():773] updated telemetry
2024-10-03 17:12:08,468 INFO    MainThread:29 [wandb_init.py:init():806] communicating run to backend with 90.0 second timeout
2024-10-03 17:12:08,805 INFO    MainThread:29 [wandb_init.py:init():857] starting run threads in backend
2024-10-03 17:12:10,201 INFO    MainThread:29 [wandb_run.py:_console_start():2459] atexit reg
2024-10-03 17:12:10,202 INFO    MainThread:29 [wandb_run.py:_redirect():2307] redirect: wrap_raw
2024-10-03 17:12:10,203 INFO    MainThread:29 [wandb_run.py:_redirect():2372] Wrapping output streams.
2024-10-03 17:12:10,203 INFO    MainThread:29 [wandb_run.py:_redirect():2397] Redirects installed.
2024-10-03 17:12:10,208 INFO    MainThread:29 [wandb_init.py:init():900] run started, returning control to user process
2024-10-03 17:12:10,217 INFO    MainThread:29 [wandb_run.py:_config_callback():1388] 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': ['BertForMaskedLM'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7', 8: 'LABEL_8', 9: 'LABEL_9', 10: 'LABEL_10', 11: 'LABEL_11', 12: 'LABEL_12', 13: 'LABEL_13', 14: 'LABEL_14', 15: 'LABEL_15', 16: 'LABEL_16', 17: 'LABEL_17', 18: 'LABEL_18', 19: 'LABEL_19', 20: 'LABEL_20', 21: 'LABEL_21', 22: 'LABEL_22', 23: 'LABEL_23', 24: 'LABEL_24', 25: 'LABEL_25', 26: 'LABEL_26', 27: 'LABEL_27', 28: 'LABEL_28', 29: 'LABEL_29', 30: 'LABEL_30', 31: 'LABEL_31', 32: 'LABEL_32', 33: 'LABEL_33', 34: 'LABEL_34', 35: 'LABEL_35', 36: 'LABEL_36', 37: 'LABEL_37', 38: 'LABEL_38', 39: 'LABEL_39', 40: 'LABEL_40', 41: 'LABEL_41', 42: 'LABEL_42', 43: 'LABEL_43', 44: 'LABEL_44', 45: 'LABEL_45', 46: 'LABEL_46', 47: 'LABEL_47', 48: 'LABEL_48', 49: 'LABEL_49'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7, 'LABEL_8': 8, 'LABEL_9': 9, 'LABEL_10': 10, 'LABEL_11': 11, 'LABEL_12': 12, 'LABEL_13': 13, 'LABEL_14': 14, 'LABEL_15': 15, 'LABEL_16': 16, 'LABEL_17': 17, 'LABEL_18': 18, 'LABEL_19': 19, 'LABEL_20': 20, 'LABEL_21': 21, 'LABEL_22': 22, 'LABEL_23': 23, 'LABEL_24': 24, 'LABEL_25': 25, 'LABEL_26': 26, 'LABEL_27': 27, 'LABEL_28': 28, 'LABEL_29': 29, 'LABEL_30': 30, 'LABEL_31': 31, 'LABEL_32': 32, 'LABEL_33': 33, 'LABEL_34': 34, 'LABEL_35': 35, 'LABEL_36': 36, 'LABEL_37': 37, 'LABEL_38': 38, 'LABEL_39': 39, 'LABEL_40': 40, 'LABEL_41': 41, 'LABEL_42': 42, 'LABEL_43': 43, 'LABEL_44': 44, 'LABEL_45': 45, 'LABEL_46': 46, 'LABEL_47': 47, 'LABEL_48': 48, 'LABEL_49': 49}, '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': 'multi_label_classification', '_name_or_path': 'bert-base-uncased', 'transformers_version': '4.44.2', 'gradient_checkpointing': False, 'model_type': 'bert', 'vocab_size': 30522, 'hidden_size': 768, 'num_hidden_layers': 12, 'num_attention_heads': 12, 'hidden_act': 'gelu', 'intermediate_size': 3072, 'hidden_dropout_prob': 0.1, 'attention_probs_dropout_prob': 0.1, 'max_position_embeddings': 512, 'type_vocab_size': 2, 'initializer_range': 0.02, 'layer_norm_eps': 1e-12, 'position_embedding_type': 'absolute', 'use_cache': True, 'classifier_dropout': None, 'output_dir': '/kaggle/working/', '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': 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, 'torch_empty_cache_steps': None, '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': 30, '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': '.', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': 1, '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': '/kaggle/working/', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'accuracy', 'greater_is_better': True, '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': False, '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_kwargs': None, 'include_inputs_for_metrics': False, 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': 'epoch', '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, 'batch_eval_metrics': False, 'eval_on_start': False, 'eval_use_gather_object': False}
2024-10-03 17:12:10,222 INFO    MainThread:29 [wandb_config.py:__setitem__():154] config set model/num_parameters = 109520690 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7cb095473c10>>
2024-10-03 17:12:10,222 INFO    MainThread:29 [wandb_run.py:_config_callback():1388] config_cb model/num_parameters 109520690 None
2024-10-03 17:44:09,371 INFO    MainThread:29 [jupyter.py:save_ipynb():387] not saving jupyter notebook
2024-10-03 17:44:09,371 INFO    MainThread:29 [wandb_init.py:_pause_backend():443] pausing backend
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