| wandb_version: 1 | |
| _n_gpu: | |
| desc: null | |
| value: 1 | |
| _name_or_path: | |
| desc: null | |
| value: dmis-lab/biobert-large-cased-v1.1 | |
| _wandb: | |
| desc: null | |
| value: | |
| cli_version: 0.12.9 | |
| framework: huggingface | |
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| - 1: train/learning_rate | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: train/epoch | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: train/train_runtime | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: train/train_samples_per_second | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: train/train_steps_per_second | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: train/total_flos | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: train/train_loss | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: eval/loss | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: eval/precision | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: eval/recall | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: eval/f1 | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: eval/runtime | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: eval/samples_per_second | |
| 5: 1 | |
| 6: | |
| - 1 | |
| - 1: eval/steps_per_second | |
| 5: 1 | |
| 6: | |
| - 1 | |
| python_version: 3.6.8 | |
| start_time: 1642028216 | |
| t: | |
| 1: | |
| - 1 | |
| - 2 | |
| - 3 | |
| - 5 | |
| - 11 | |
| 2: | |
| - 1 | |
| - 2 | |
| - 3 | |
| - 5 | |
| - 11 | |
| 3: | |
| - 1 | |
| - 7 | |
| - 13 | |
| 4: 3.6.8 | |
| 5: 0.12.9 | |
| 6: 4.12.5 | |
| 8: | |
| - 5 | |
| adafactor: | |
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| value: false | |
| adam_beta1: | |
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| value: 0.9 | |
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| value: 0.999 | |
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| value: 1.0e-06 | |
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| architectures: | |
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| attention_probs_dropout_prob: | |
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| dataloader_drop_last: | |
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| dataloader_pin_memory: | |
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| value: true | |
| ddp_find_unused_parameters: | |
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| debug: | |
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| value: '[''underflow_overflow'']' | |
| decoder_start_token_id: | |
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| value: null | |
| deepspeed: | |
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| value: None | |
| disable_tqdm: | |
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| value: false | |
| diversity_penalty: | |
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| value: 0.0 | |
| do_eval: | |
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| value: true | |
| do_predict: | |
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| do_sample: | |
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| value: false | |
| do_train: | |
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| value: true | |
| early_stopping: | |
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| encoder_no_repeat_ngram_size: | |
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| value: 0 | |
| eos_token_id: | |
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| eval_accumulation_steps: | |
| desc: null | |
| value: None | |
| eval_batch_size: | |
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| value: 8 | |
| eval_steps: | |
| desc: null | |
| value: None | |
| evaluation_strategy: | |
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| value: 'no' | |
| finetuning_task: | |
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| value: null | |
| forced_bos_token_id: | |
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| value: null | |
| forced_eos_token_id: | |
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| fp16: | |
| desc: null | |
| value: false | |
| fp16_backend: | |
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| value: auto | |
| fp16_full_eval: | |
| desc: null | |
| value: false | |
| fp16_opt_level: | |
| desc: null | |
| value: O1 | |
| gradient_accumulation_steps: | |
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| value: 1 | |
| gradient_checkpointing: | |
| desc: null | |
| value: true | |
| greater_is_better: | |
| desc: null | |
| value: None | |
| group_by_length: | |
| desc: null | |
| value: false | |
| hidden_act: | |
| desc: null | |
| value: gelu | |
| hidden_dropout_prob: | |
| desc: null | |
| value: 0.1 | |
| hidden_size: | |
| desc: null | |
| value: 1024 | |
| hub_model_id: | |
| desc: null | |
| value: None | |
| hub_strategy: | |
| desc: null | |
| value: every_save | |
| hub_token: | |
| desc: null | |
| value: <HUB_TOKEN> | |
| id2label: | |
| desc: null | |
| value: | |
| '0': B-DATE | |
| '1': B-EPI | |
| '10': I-SEX | |
| '11': I-STAT | |
| '12': O | |
| '2': B-ETHN | |
| '3': B-LOC | |
| '4': B-SEX | |
| '5': B-STAT | |
| '6': I-DATE | |
| '7': I-EPI | |
| '8': I-ETHN | |
| '9': I-LOC | |
| ignore_data_skip: | |
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| value: false | |
| initializer_range: | |
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| value: 0.02 | |
| intermediate_size: | |
| desc: null | |
| value: 4096 | |
| is_decoder: | |
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| value: false | |
| is_encoder_decoder: | |
| desc: null | |
| value: false | |
| label2id: | |
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| value: | |
| B-DATE: 0 | |
| B-EPI: 1 | |
| B-ETHN: 2 | |
| B-LOC: 3 | |
| B-SEX: 4 | |
| B-STAT: 5 | |
| I-DATE: 6 | |
| I-EPI: 7 | |
| I-ETHN: 8 | |
| I-LOC: 9 | |
| I-SEX: 10 | |
| I-STAT: 11 | |
| O: 12 | |
| label_names: | |
| desc: null | |
| value: None | |
| label_smoothing_factor: | |
| desc: null | |
| value: 0.0 | |
| layer_norm_eps: | |
| desc: null | |
| value: 1.0e-12 | |
| learning_rate: | |
| desc: null | |
| value: 3.0e-05 | |
| length_column_name: | |
| desc: null | |
| value: length | |
| length_penalty: | |
| desc: null | |
| value: 1.0 | |
| load_best_model_at_end: | |
| desc: null | |
| value: false | |
| local_rank: | |
| desc: null | |
| value: -1 | |
| log_level: | |
| desc: null | |
| value: 10 | |
| log_level_replica: | |
| desc: null | |
| value: -1 | |
| log_on_each_node: | |
| desc: null | |
| value: true | |
| logging_dir: | |
| desc: null | |
| value: ./o14/runs/Jan12_22-56-44_ip-10-9-1-9.ec2.internal | |
| logging_first_step: | |
| desc: null | |
| value: false | |
| logging_nan_inf_filter: | |
| desc: null | |
| value: true | |
| logging_steps: | |
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| value: 500 | |
| logging_strategy: | |
| desc: null | |
| value: steps | |
| lr_scheduler_type: | |
| desc: null | |
| value: linear | |
| max_grad_norm: | |
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| value: 1.0 | |
| max_length: | |
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| value: 20 | |
| max_position_embeddings: | |
| desc: null | |
| value: 512 | |
| max_steps: | |
| desc: null | |
| value: -1 | |
| metric_for_best_model: | |
| desc: null | |
| value: None | |
| min_length: | |
| desc: null | |
| value: 0 | |
| model_type: | |
| desc: null | |
| value: bert | |
| mp_parameters: | |
| desc: null | |
| value: '' | |
| no_cuda: | |
| desc: null | |
| value: false | |
| no_repeat_ngram_size: | |
| desc: null | |
| value: 0 | |
| num_attention_heads: | |
| desc: null | |
| value: 16 | |
| num_beam_groups: | |
| desc: null | |
| value: 1 | |
| num_beams: | |
| desc: null | |
| value: 1 | |
| num_hidden_layers: | |
| desc: null | |
| value: 24 | |
| num_return_sequences: | |
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| value: 1 | |
| num_train_epochs: | |
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| value: 4.0 | |
| output_attentions: | |
| desc: null | |
| value: false | |
| output_dir: | |
| desc: null | |
| value: ./o14 | |
| output_hidden_states: | |
| desc: null | |
| value: false | |
| output_scores: | |
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| value: false | |
| overwrite_output_dir: | |
| desc: null | |
| value: true | |
| pad_token_id: | |
| desc: null | |
| value: 0 | |
| past_index: | |
| desc: null | |
| value: -1 | |
| per_device_eval_batch_size: | |
| desc: null | |
| value: 8 | |
| per_device_train_batch_size: | |
| desc: null | |
| value: 16 | |
| per_gpu_eval_batch_size: | |
| desc: null | |
| value: None | |
| per_gpu_train_batch_size: | |
| desc: null | |
| value: None | |
| position_embedding_type: | |
| desc: null | |
| value: absolute | |
| prediction_loss_only: | |
| desc: null | |
| value: false | |
| prefix: | |
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| value: null | |
| problem_type: | |
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| value: null | |
| pruned_heads: | |
| desc: null | |
| value: {} | |
| push_to_hub: | |
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| value: false | |
| push_to_hub_model_id: | |
| desc: null | |
| value: None | |
| push_to_hub_organization: | |
| desc: null | |
| value: None | |
| push_to_hub_token: | |
| desc: null | |
| value: <PUSH_TO_HUB_TOKEN> | |
| remove_invalid_values: | |
| desc: null | |
| value: false | |
| remove_unused_columns: | |
| desc: null | |
| value: true | |
| repetition_penalty: | |
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| value: 1.0 | |
| report_to: | |
| desc: null | |
| value: '[''tensorboard'', ''wandb'']' | |
| resume_from_checkpoint: | |
| desc: null | |
| value: None | |
| return_dict: | |
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| value: true | |
| return_dict_in_generate: | |
| desc: null | |
| value: false | |
| run_name: | |
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| value: ./o14 | |
| save_on_each_node: | |
| desc: null | |
| value: false | |
| save_steps: | |
| desc: null | |
| value: 1500 | |
| save_strategy: | |
| desc: null | |
| value: steps | |
| save_total_limit: | |
| desc: null | |
| value: None | |
| seed: | |
| desc: null | |
| value: 42 | |
| sep_token_id: | |
| desc: null | |
| value: null | |
| sharded_ddp: | |
| desc: null | |
| value: '[]' | |
| skip_memory_metrics: | |
| desc: null | |
| value: true | |
| task_specific_params: | |
| desc: null | |
| value: null | |
| temperature: | |
| desc: null | |
| value: 1.0 | |
| tie_encoder_decoder: | |
| desc: null | |
| value: false | |
| tie_word_embeddings: | |
| desc: null | |
| value: true | |
| tokenizer_class: | |
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| value: null | |
| top_k: | |
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| value: 50 | |
| top_p: | |
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| value: 1.0 | |
| torch_dtype: | |
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| value: null | |
| torchscript: | |
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| value: false | |
| tpu_metrics_debug: | |
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| value: false | |
| tpu_num_cores: | |
| desc: null | |
| value: None | |
| train_batch_size: | |
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| value: 16 | |
| transformers_version: | |
| desc: null | |
| value: 4.12.5 | |
| type_vocab_size: | |
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| value: 2 | |
| use_bfloat16: | |
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| value: false | |
| use_cache: | |
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| value: true | |
| use_legacy_prediction_loop: | |
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| value: false | |
| vocab_size: | |
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| value: 58996 | |
| warmup_ratio: | |
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| value: 0.06 | |
| warmup_steps: | |
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| value: 0 | |
| weight_decay: | |
| desc: null | |
| value: 0.01 | |
| xpu_backend: | |
| desc: null | |
| value: None | |