{ "best_global_step": 264, "best_metric": 0.422981321811676, "best_model_checkpoint": "bert_base_rand_20_v2_sst2/checkpoint-264", "epoch": 6.0, "eval_steps": 500, "global_step": 1584, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 8.932740211486816, "learning_rate": 4.9e-05, "loss": 0.3871, "step": 264 }, { "epoch": 1.0, "eval_accuracy": 0.8142201834862385, "eval_loss": 0.422981321811676, "eval_runtime": 0.5701, "eval_samples_per_second": 1529.429, "eval_steps_per_second": 7.016, "step": 264 }, { "epoch": 2.0, "grad_norm": 7.848577499389648, "learning_rate": 4.8e-05, "loss": 0.2227, "step": 528 }, { "epoch": 2.0, "eval_accuracy": 0.8073394495412844, "eval_loss": 0.5242372751235962, "eval_runtime": 0.5886, "eval_samples_per_second": 1481.402, "eval_steps_per_second": 6.795, "step": 528 }, { "epoch": 3.0, "grad_norm": 3.9569454193115234, "learning_rate": 4.7e-05, "loss": 0.1637, "step": 792 }, { "epoch": 3.0, "eval_accuracy": 0.7935779816513762, "eval_loss": 0.5711498856544495, "eval_runtime": 0.5784, "eval_samples_per_second": 1507.561, "eval_steps_per_second": 6.915, "step": 792 }, { "epoch": 4.0, "grad_norm": 3.274488925933838, "learning_rate": 4.600000000000001e-05, "loss": 0.1284, "step": 1056 }, { "epoch": 4.0, "eval_accuracy": 0.8061926605504587, "eval_loss": 0.5830358862876892, "eval_runtime": 0.5887, "eval_samples_per_second": 1481.226, "eval_steps_per_second": 6.795, "step": 1056 }, { "epoch": 5.0, "grad_norm": 1.7386900186538696, "learning_rate": 4.5e-05, "loss": 0.102, "step": 1320 }, { "epoch": 5.0, "eval_accuracy": 0.7993119266055045, "eval_loss": 0.6198598742485046, "eval_runtime": 0.5631, "eval_samples_per_second": 1548.482, "eval_steps_per_second": 7.103, "step": 1320 }, { "epoch": 6.0, "grad_norm": 6.527076721191406, "learning_rate": 4.4000000000000006e-05, "loss": 0.0793, "step": 1584 }, { "epoch": 6.0, "eval_accuracy": 0.805045871559633, "eval_loss": 0.692043125629425, "eval_runtime": 0.5689, "eval_samples_per_second": 1532.765, "eval_steps_per_second": 7.031, "step": 1584 }, { "epoch": 6.0, "step": 1584, "total_flos": 5.316079940232192e+16, "train_loss": 0.18052807600811274, "train_runtime": 669.3712, "train_samples_per_second": 5030.766, "train_steps_per_second": 19.72 } ], "logging_steps": 1, "max_steps": 13200, "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": 5.316079940232192e+16, "train_batch_size": 256, "trial_name": null, "trial_params": null }