{ "best_global_step": 34, "best_metric": 0.6166294813156128, "best_model_checkpoint": "tiny_bert_rand_100_v2_cola/checkpoint-34", "epoch": 6.0, "eval_steps": 500, "global_step": 204, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.732401430606842, "learning_rate": 4.9e-05, "loss": 0.6142, "step": 34 }, { "epoch": 1.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6166294813156128, "eval_matthews_correlation": 0.0, "eval_runtime": 0.3149, "eval_samples_per_second": 3312.123, "eval_steps_per_second": 15.878, "step": 34 }, { "epoch": 2.0, "grad_norm": 0.8920761942863464, "learning_rate": 4.8e-05, "loss": 0.6003, "step": 68 }, { "epoch": 2.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6185376644134521, "eval_matthews_correlation": 0.0, "eval_runtime": 0.3515, "eval_samples_per_second": 2967.071, "eval_steps_per_second": 14.224, "step": 68 }, { "epoch": 3.0, "grad_norm": 1.510546088218689, "learning_rate": 4.7e-05, "loss": 0.5794, "step": 102 }, { "epoch": 3.0, "eval_accuracy": 0.6874400973320007, "eval_loss": 0.621528685092926, "eval_matthews_correlation": 0.017906650023835943, "eval_runtime": 0.3282, "eval_samples_per_second": 3178.369, "eval_steps_per_second": 15.237, "step": 102 }, { "epoch": 4.0, "grad_norm": 2.0394983291625977, "learning_rate": 4.600000000000001e-05, "loss": 0.5396, "step": 136 }, { "epoch": 4.0, "eval_accuracy": 0.6711409687995911, "eval_loss": 0.6723660826683044, "eval_matthews_correlation": 0.059735727206595625, "eval_runtime": 0.3379, "eval_samples_per_second": 3086.867, "eval_steps_per_second": 14.798, "step": 136 }, { "epoch": 5.0, "grad_norm": 1.666203260421753, "learning_rate": 4.5e-05, "loss": 0.4923, "step": 170 }, { "epoch": 5.0, "eval_accuracy": 0.6452540755271912, "eval_loss": 0.6689262390136719, "eval_matthews_correlation": 0.07858985543075096, "eval_runtime": 0.3178, "eval_samples_per_second": 3281.625, "eval_steps_per_second": 15.732, "step": 170 }, { "epoch": 6.0, "grad_norm": 2.4024789333343506, "learning_rate": 4.4000000000000006e-05, "loss": 0.4541, "step": 204 }, { "epoch": 6.0, "eval_accuracy": 0.6260786056518555, "eval_loss": 0.7376295924186707, "eval_matthews_correlation": 0.08036910527448742, "eval_runtime": 0.3091, "eval_samples_per_second": 3374.438, "eval_steps_per_second": 16.177, "step": 204 }, { "epoch": 6.0, "step": 204, "total_flos": 1345426898614272.0, "train_loss": 0.5466599370919022, "train_runtime": 34.0274, "train_samples_per_second": 12564.883, "train_steps_per_second": 49.96 } ], "logging_steps": 1, "max_steps": 1700, "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": 1345426898614272.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }