{ "best_global_step": 10, "best_metric": 0.6952561140060425, "best_model_checkpoint": "bert_base_km_100_v2_rte/checkpoint-10", "epoch": 6.0, "eval_steps": 500, "global_step": 60, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.3114423751831055, "learning_rate": 4.9e-05, "loss": 0.7065, "step": 10 }, { "epoch": 1.0, "eval_accuracy": 0.5126353790613718, "eval_loss": 0.6952561140060425, "eval_runtime": 0.1897, "eval_samples_per_second": 1459.974, "eval_steps_per_second": 10.541, "step": 10 }, { "epoch": 2.0, "grad_norm": 1.0168451070785522, "learning_rate": 4.8e-05, "loss": 0.6522, "step": 20 }, { "epoch": 2.0, "eval_accuracy": 0.5270758122743683, "eval_loss": 0.7045880556106567, "eval_runtime": 0.2391, "eval_samples_per_second": 1158.41, "eval_steps_per_second": 8.364, "step": 20 }, { "epoch": 3.0, "grad_norm": 1.0036348104476929, "learning_rate": 4.7e-05, "loss": 0.6078, "step": 30 }, { "epoch": 3.0, "eval_accuracy": 0.4981949458483754, "eval_loss": 0.7145405411720276, "eval_runtime": 0.1995, "eval_samples_per_second": 1388.258, "eval_steps_per_second": 10.024, "step": 30 }, { "epoch": 4.0, "grad_norm": 1.1682407855987549, "learning_rate": 4.600000000000001e-05, "loss": 0.5363, "step": 40 }, { "epoch": 4.0, "eval_accuracy": 0.5342960288808665, "eval_loss": 0.7521734833717346, "eval_runtime": 0.1971, "eval_samples_per_second": 1405.13, "eval_steps_per_second": 10.145, "step": 40 }, { "epoch": 5.0, "grad_norm": 1.5133919715881348, "learning_rate": 4.5e-05, "loss": 0.4366, "step": 50 }, { "epoch": 5.0, "eval_accuracy": 0.5487364620938628, "eval_loss": 0.8362495303153992, "eval_runtime": 0.1975, "eval_samples_per_second": 1402.249, "eval_steps_per_second": 10.125, "step": 50 }, { "epoch": 6.0, "grad_norm": 3.0950589179992676, "learning_rate": 4.4000000000000006e-05, "loss": 0.3284, "step": 60 }, { "epoch": 6.0, "eval_accuracy": 0.4693140794223827, "eval_loss": 1.0345640182495117, "eval_runtime": 0.1915, "eval_samples_per_second": 1446.353, "eval_steps_per_second": 10.443, "step": 60 }, { "epoch": 6.0, "step": 60, "total_flos": 1965439583539200.0, "train_loss": 0.5446344256401062, "train_runtime": 38.288, "train_samples_per_second": 3251.673, "train_steps_per_second": 13.059 } ], "logging_steps": 1, "max_steps": 500, "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": 1965439583539200.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }