{ "best_global_step": 10, "best_metric": 0.6893051266670227, "best_model_checkpoint": "distilbert_rand_20_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": 0.6134195923805237, "learning_rate": 4.9e-05, "loss": 0.6973, "step": 10 }, { "epoch": 1.0, "eval_accuracy": 0.5342960288808665, "eval_loss": 0.6893051266670227, "eval_runtime": 0.1548, "eval_samples_per_second": 1788.963, "eval_steps_per_second": 12.917, "step": 10 }, { "epoch": 2.0, "grad_norm": 1.29136061668396, "learning_rate": 4.8e-05, "loss": 0.6835, "step": 20 }, { "epoch": 2.0, "eval_accuracy": 0.5270758122743683, "eval_loss": 0.6986406445503235, "eval_runtime": 0.1399, "eval_samples_per_second": 1979.855, "eval_steps_per_second": 14.295, "step": 20 }, { "epoch": 3.0, "grad_norm": 1.7932871580123901, "learning_rate": 4.7e-05, "loss": 0.6373, "step": 30 }, { "epoch": 3.0, "eval_accuracy": 0.5126353790613718, "eval_loss": 0.7705271244049072, "eval_runtime": 0.1316, "eval_samples_per_second": 2104.872, "eval_steps_per_second": 15.198, "step": 30 }, { "epoch": 4.0, "grad_norm": 2.2666196823120117, "learning_rate": 4.600000000000001e-05, "loss": 0.5447, "step": 40 }, { "epoch": 4.0, "eval_accuracy": 0.4981949458483754, "eval_loss": 0.8774519562721252, "eval_runtime": 0.1628, "eval_samples_per_second": 1701.384, "eval_steps_per_second": 12.284, "step": 40 }, { "epoch": 5.0, "grad_norm": 4.704348564147949, "learning_rate": 4.5e-05, "loss": 0.4205, "step": 50 }, { "epoch": 5.0, "eval_accuracy": 0.48014440433212996, "eval_loss": 1.098254680633545, "eval_runtime": 0.1289, "eval_samples_per_second": 2148.908, "eval_steps_per_second": 15.516, "step": 50 }, { "epoch": 6.0, "grad_norm": 8.498217582702637, "learning_rate": 4.4000000000000006e-05, "loss": 0.2894, "step": 60 }, { "epoch": 6.0, "eval_accuracy": 0.5018050541516246, "eval_loss": 1.4304996728897095, "eval_runtime": 0.1341, "eval_samples_per_second": 2066.182, "eval_steps_per_second": 14.918, "step": 60 }, { "epoch": 6.0, "step": 60, "total_flos": 989531467960320.0, "train_loss": 0.5454349120457967, "train_runtime": 22.9872, "train_samples_per_second": 5416.059, "train_steps_per_second": 21.751 } ], "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": 989531467960320.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }