{ "best_global_step": 20, "best_metric": 0.7014539241790771, "best_model_checkpoint": "distilbert_rand_5_v2_rte/checkpoint-20", "epoch": 7.0, "eval_steps": 500, "global_step": 70, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.9665743112564087, "learning_rate": 4.9e-05, "loss": 0.729, "step": 10 }, { "epoch": 1.0, "eval_accuracy": 0.4657039711191336, "eval_loss": 0.7057479619979858, "eval_runtime": 0.1544, "eval_samples_per_second": 1793.611, "eval_steps_per_second": 12.95, "step": 10 }, { "epoch": 2.0, "grad_norm": 0.5788726210594177, "learning_rate": 4.8e-05, "loss": 0.6878, "step": 20 }, { "epoch": 2.0, "eval_accuracy": 0.5018050541516246, "eval_loss": 0.7014539241790771, "eval_runtime": 0.1433, "eval_samples_per_second": 1932.724, "eval_steps_per_second": 13.955, "step": 20 }, { "epoch": 3.0, "grad_norm": 0.9091008305549622, "learning_rate": 4.7e-05, "loss": 0.6494, "step": 30 }, { "epoch": 3.0, "eval_accuracy": 0.5379061371841155, "eval_loss": 0.7377594709396362, "eval_runtime": 0.1392, "eval_samples_per_second": 1990.055, "eval_steps_per_second": 14.369, "step": 30 }, { "epoch": 4.0, "grad_norm": 2.5707993507385254, "learning_rate": 4.600000000000001e-05, "loss": 0.567, "step": 40 }, { "epoch": 4.0, "eval_accuracy": 0.5234657039711191, "eval_loss": 0.8509384989738464, "eval_runtime": 0.1403, "eval_samples_per_second": 1974.411, "eval_steps_per_second": 14.256, "step": 40 }, { "epoch": 5.0, "grad_norm": 4.262302875518799, "learning_rate": 4.5e-05, "loss": 0.4454, "step": 50 }, { "epoch": 5.0, "eval_accuracy": 0.4981949458483754, "eval_loss": 1.0468066930770874, "eval_runtime": 0.1352, "eval_samples_per_second": 2049.387, "eval_steps_per_second": 14.797, "step": 50 }, { "epoch": 6.0, "grad_norm": 3.614743232727051, "learning_rate": 4.4000000000000006e-05, "loss": 0.304, "step": 60 }, { "epoch": 6.0, "eval_accuracy": 0.5018050541516246, "eval_loss": 1.3210716247558594, "eval_runtime": 0.1464, "eval_samples_per_second": 1891.633, "eval_steps_per_second": 13.658, "step": 60 }, { "epoch": 7.0, "grad_norm": 3.6419012546539307, "learning_rate": 4.3e-05, "loss": 0.1812, "step": 70 }, { "epoch": 7.0, "eval_accuracy": 0.48736462093862815, "eval_loss": 1.6215654611587524, "eval_runtime": 0.1263, "eval_samples_per_second": 2193.065, "eval_steps_per_second": 15.834, "step": 70 }, { "epoch": 7.0, "step": 70, "total_flos": 1154453379287040.0, "train_loss": 0.5091195225715637, "train_runtime": 26.6073, "train_samples_per_second": 4679.16, "train_steps_per_second": 18.792 } ], "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": 1154453379287040.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }