{ "best_global_step": 30, "best_metric": 0.5872551798820496, "best_model_checkpoint": "bert_base_km_100_v1_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": 1.2941228151321411, "learning_rate": 4.9e-05, "loss": 0.6199, "step": 15 }, { "epoch": 1.0, "eval_accuracy": 0.6887254901960784, "eval_combined_score": 0.7414454031207296, "eval_f1": 0.7941653160453809, "eval_loss": 0.6157417893409729, "eval_runtime": 0.2728, "eval_samples_per_second": 1495.805, "eval_steps_per_second": 7.332, "step": 15 }, { "epoch": 2.0, "grad_norm": 1.5449658632278442, "learning_rate": 4.8e-05, "loss": 0.5544, "step": 30 }, { "epoch": 2.0, "eval_accuracy": 0.7107843137254902, "eval_combined_score": 0.7626248612652609, "eval_f1": 0.8144654088050315, "eval_loss": 0.5872551798820496, "eval_runtime": 0.2743, "eval_samples_per_second": 1487.298, "eval_steps_per_second": 7.291, "step": 30 }, { "epoch": 3.0, "grad_norm": 1.8436791896820068, "learning_rate": 4.7e-05, "loss": 0.4708, "step": 45 }, { "epoch": 3.0, "eval_accuracy": 0.7083333333333334, "eval_combined_score": 0.7586610486891385, "eval_f1": 0.8089887640449438, "eval_loss": 0.5949360728263855, "eval_runtime": 0.306, "eval_samples_per_second": 1333.505, "eval_steps_per_second": 6.537, "step": 45 }, { "epoch": 4.0, "grad_norm": 2.9913930892944336, "learning_rate": 4.600000000000001e-05, "loss": 0.3405, "step": 60 }, { "epoch": 4.0, "eval_accuracy": 0.7181372549019608, "eval_combined_score": 0.7614455374679583, "eval_f1": 0.8047538200339559, "eval_loss": 0.6693371534347534, "eval_runtime": 0.2718, "eval_samples_per_second": 1501.318, "eval_steps_per_second": 7.359, "step": 60 }, { "epoch": 5.0, "grad_norm": 4.109549045562744, "learning_rate": 4.5e-05, "loss": 0.1938, "step": 75 }, { "epoch": 5.0, "eval_accuracy": 0.6838235294117647, "eval_combined_score": 0.7204428381522101, "eval_f1": 0.7570621468926554, "eval_loss": 0.7770265340805054, "eval_runtime": 0.2877, "eval_samples_per_second": 1417.936, "eval_steps_per_second": 6.951, "step": 75 }, { "epoch": 6.0, "grad_norm": 2.1045870780944824, "learning_rate": 4.4000000000000006e-05, "loss": 0.0851, "step": 90 }, { "epoch": 6.0, "eval_accuracy": 0.7107843137254902, "eval_combined_score": 0.7540175864160097, "eval_f1": 0.7972508591065293, "eval_loss": 0.9557104110717773, "eval_runtime": 0.2733, "eval_samples_per_second": 1492.865, "eval_steps_per_second": 7.318, "step": 90 }, { "epoch": 7.0, "grad_norm": 1.8864613771438599, "learning_rate": 4.3e-05, "loss": 0.0382, "step": 105 }, { "epoch": 7.0, "eval_accuracy": 0.678921568627451, "eval_combined_score": 0.7267241233842935, "eval_f1": 0.774526678141136, "eval_loss": 1.2726539373397827, "eval_runtime": 0.2707, "eval_samples_per_second": 1507.419, "eval_steps_per_second": 7.389, "step": 105 }, { "epoch": 7.0, "step": 105, "total_flos": 3377819728711680.0, "train_loss": 0.32894962344850814, "train_runtime": 58.9337, "train_samples_per_second": 3111.971, "train_steps_per_second": 12.726 } ], "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 }