{ "best_global_step": 10, "best_metric": 0.6871192455291748, "best_model_checkpoint": "tiny_bert_km_10_v1_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": 0.531049370765686, "learning_rate": 4.9e-05, "loss": 0.7014, "step": 10 }, { "epoch": 1.0, "eval_accuracy": 0.5306859205776173, "eval_loss": 0.6871192455291748, "eval_runtime": 0.1032, "eval_samples_per_second": 2684.035, "eval_steps_per_second": 19.379, "step": 10 }, { "epoch": 2.0, "grad_norm": 0.696516752243042, "learning_rate": 4.8e-05, "loss": 0.6871, "step": 20 }, { "epoch": 2.0, "eval_accuracy": 0.48375451263537905, "eval_loss": 0.6926754117012024, "eval_runtime": 0.0913, "eval_samples_per_second": 3034.881, "eval_steps_per_second": 21.912, "step": 20 }, { "epoch": 3.0, "grad_norm": 0.6348766684532166, "learning_rate": 4.7e-05, "loss": 0.6715, "step": 30 }, { "epoch": 3.0, "eval_accuracy": 0.5487364620938628, "eval_loss": 0.687958300113678, "eval_runtime": 0.1003, "eval_samples_per_second": 2761.444, "eval_steps_per_second": 19.938, "step": 30 }, { "epoch": 4.0, "grad_norm": 0.6822134256362915, "learning_rate": 4.600000000000001e-05, "loss": 0.654, "step": 40 }, { "epoch": 4.0, "eval_accuracy": 0.5306859205776173, "eval_loss": 0.6973008513450623, "eval_runtime": 0.104, "eval_samples_per_second": 2664.241, "eval_steps_per_second": 19.236, "step": 40 }, { "epoch": 5.0, "grad_norm": 1.0210248231887817, "learning_rate": 4.5e-05, "loss": 0.6228, "step": 50 }, { "epoch": 5.0, "eval_accuracy": 0.5487364620938628, "eval_loss": 0.7094991207122803, "eval_runtime": 0.0968, "eval_samples_per_second": 2862.28, "eval_steps_per_second": 20.666, "step": 50 }, { "epoch": 6.0, "grad_norm": 1.0849286317825317, "learning_rate": 4.4000000000000006e-05, "loss": 0.5753, "step": 60 }, { "epoch": 6.0, "eval_accuracy": 0.5415162454873647, "eval_loss": 0.7562154531478882, "eval_runtime": 0.1017, "eval_samples_per_second": 2724.475, "eval_steps_per_second": 19.671, "step": 60 }, { "epoch": 6.0, "step": 60, "total_flos": 391780256993280.0, "train_loss": 0.6520156860351562, "train_runtime": 12.9147, "train_samples_per_second": 9640.154, "train_steps_per_second": 38.715 } ], "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": 391780256993280.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }