| { | |
| "best_global_step": 30, | |
| "best_metric": 0.607943594455719, | |
| "best_model_checkpoint": "distilbert_km_20_v2_mrpc/checkpoint-30", | |
| "epoch": 7.0, | |
| "eval_steps": 500, | |
| "global_step": 105, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.3289546966552734, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.6244, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7034313725490197, | |
| "eval_combined_score": 0.7584953472914591, | |
| "eval_f1": 0.8135593220338984, | |
| "eval_loss": 0.6129724979400635, | |
| "eval_runtime": 0.1803, | |
| "eval_samples_per_second": 2262.497, | |
| "eval_steps_per_second": 11.091, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.6791658401489258, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.5689, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6813725490196079, | |
| "eval_combined_score": 0.740686274509804, | |
| "eval_f1": 0.8, | |
| "eval_loss": 0.607943594455719, | |
| "eval_runtime": 0.1831, | |
| "eval_samples_per_second": 2227.87, | |
| "eval_steps_per_second": 10.921, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.4310699701309204, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.5055, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7107843137254902, | |
| "eval_combined_score": 0.7637772500304469, | |
| "eval_f1": 0.8167701863354038, | |
| "eval_loss": 0.6476616859436035, | |
| "eval_runtime": 0.1835, | |
| "eval_samples_per_second": 2223.251, | |
| "eval_steps_per_second": 10.898, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 1.9108912944793701, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.4324, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6691176470588235, | |
| "eval_combined_score": 0.7175744214496891, | |
| "eval_f1": 0.7660311958405546, | |
| "eval_loss": 0.6749581694602966, | |
| "eval_runtime": 0.1871, | |
| "eval_samples_per_second": 2181.206, | |
| "eval_steps_per_second": 10.692, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 2.127835512161255, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.3194, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6666666666666666, | |
| "eval_combined_score": 0.7148664343786295, | |
| "eval_f1": 0.7630662020905923, | |
| "eval_loss": 0.7786697149276733, | |
| "eval_runtime": 0.1998, | |
| "eval_samples_per_second": 2041.991, | |
| "eval_steps_per_second": 10.01, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 2.1237330436706543, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.1929, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.6691176470588235, | |
| "eval_combined_score": 0.7133739043193579, | |
| "eval_f1": 0.7576301615798923, | |
| "eval_loss": 1.000406265258789, | |
| "eval_runtime": 0.18, | |
| "eval_samples_per_second": 2266.474, | |
| "eval_steps_per_second": 11.11, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 2.40433931350708, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.1087, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.6274509803921569, | |
| "eval_combined_score": 0.6740196078431373, | |
| "eval_f1": 0.7205882352941176, | |
| "eval_loss": 1.2845765352249146, | |
| "eval_runtime": 0.1901, | |
| "eval_samples_per_second": 2146.134, | |
| "eval_steps_per_second": 10.52, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 105, | |
| "total_flos": 1700616463945728.0, | |
| "train_loss": 0.39318862301962715, | |
| "train_runtime": 34.179, | |
| "train_samples_per_second": 5365.876, | |
| "train_steps_per_second": 21.943 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 750, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 5 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1700616463945728.0, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |