| { | |
| "best_global_step": 30, | |
| "best_metric": 0.5948534607887268, | |
| "best_model_checkpoint": "bert_base_km_50_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": 1.3010720014572144, | |
| "learning_rate": 4.9e-05, | |
| "loss": 0.6303, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6838235294117647, | |
| "eval_combined_score": 0.7412877397448839, | |
| "eval_f1": 0.7987519500780031, | |
| "eval_loss": 0.6091092824935913, | |
| "eval_runtime": 0.2809, | |
| "eval_samples_per_second": 1452.299, | |
| "eval_steps_per_second": 7.119, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.8739886283874512, | |
| "learning_rate": 4.8e-05, | |
| "loss": 0.5743, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7132352941176471, | |
| "eval_combined_score": 0.7670311233222232, | |
| "eval_f1": 0.8208269525267994, | |
| "eval_loss": 0.5948534607887268, | |
| "eval_runtime": 0.2838, | |
| "eval_samples_per_second": 1437.56, | |
| "eval_steps_per_second": 7.047, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.6283915042877197, | |
| "learning_rate": 4.7e-05, | |
| "loss": 0.5186, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7009803921568627, | |
| "eval_combined_score": 0.7563543936092956, | |
| "eval_f1": 0.8117283950617284, | |
| "eval_loss": 0.6003393530845642, | |
| "eval_runtime": 0.2903, | |
| "eval_samples_per_second": 1405.556, | |
| "eval_steps_per_second": 6.89, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 1.6895073652267456, | |
| "learning_rate": 4.600000000000001e-05, | |
| "loss": 0.4417, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.6764705882352942, | |
| "eval_combined_score": 0.7244421906693712, | |
| "eval_f1": 0.7724137931034483, | |
| "eval_loss": 0.6426466107368469, | |
| "eval_runtime": 0.2719, | |
| "eval_samples_per_second": 1500.477, | |
| "eval_steps_per_second": 7.355, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 4.009364128112793, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.3244, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.6691176470588235, | |
| "eval_combined_score": 0.7111584578986987, | |
| "eval_f1": 0.753199268738574, | |
| "eval_loss": 0.7227545976638794, | |
| "eval_runtime": 0.2795, | |
| "eval_samples_per_second": 1459.752, | |
| "eval_steps_per_second": 7.156, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 3.109133005142212, | |
| "learning_rate": 4.4000000000000006e-05, | |
| "loss": 0.2037, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.678921568627451, | |
| "eval_combined_score": 0.722704991087344, | |
| "eval_f1": 0.7664884135472371, | |
| "eval_loss": 0.841673731803894, | |
| "eval_runtime": 0.2863, | |
| "eval_samples_per_second": 1425.321, | |
| "eval_steps_per_second": 6.987, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 2.244492769241333, | |
| "learning_rate": 4.3e-05, | |
| "loss": 0.1058, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.6715686274509803, | |
| "eval_combined_score": 0.716141456582633, | |
| "eval_f1": 0.7607142857142857, | |
| "eval_loss": 1.0139018297195435, | |
| "eval_runtime": 0.2851, | |
| "eval_samples_per_second": 1431.127, | |
| "eval_steps_per_second": 7.015, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 105, | |
| "total_flos": 3377819728711680.0, | |
| "train_loss": 0.3998178311756679, | |
| "train_runtime": 58.584, | |
| "train_samples_per_second": 3130.549, | |
| "train_steps_per_second": 12.802 | |
| } | |
| ], | |
| "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": 3377819728711680.0, | |
| "train_batch_size": 256, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |