{ "best_global_step": 3, "best_metric": 0.7429577708244324, "best_model_checkpoint": "bert_base_km_50_v1_wnli/checkpoint-3", "epoch": 6.0, "eval_steps": 500, "global_step": 18, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.4455351829528809, "learning_rate": 4.9e-05, "loss": 0.7348, "step": 3 }, { "epoch": 1.0, "eval_accuracy": 0.28169014084507044, "eval_loss": 0.7429577708244324, "eval_runtime": 0.0589, "eval_samples_per_second": 1205.109, "eval_steps_per_second": 16.973, "step": 3 }, { "epoch": 2.0, "grad_norm": 1.2294955253601074, "learning_rate": 4.8e-05, "loss": 0.6984, "step": 6 }, { "epoch": 2.0, "eval_accuracy": 0.23943661971830985, "eval_loss": 0.7746477127075195, "eval_runtime": 0.0581, "eval_samples_per_second": 1221.725, "eval_steps_per_second": 17.207, "step": 6 }, { "epoch": 3.0, "grad_norm": 1.0488471984863281, "learning_rate": 4.7e-05, "loss": 0.6854, "step": 9 }, { "epoch": 3.0, "eval_accuracy": 0.29577464788732394, "eval_loss": 0.7890625, "eval_runtime": 0.058, "eval_samples_per_second": 1223.261, "eval_steps_per_second": 17.229, "step": 9 }, { "epoch": 4.0, "grad_norm": 1.6488014459609985, "learning_rate": 4.600000000000001e-05, "loss": 0.6873, "step": 12 }, { "epoch": 4.0, "eval_accuracy": 0.2112676056338028, "eval_loss": 0.8265843987464905, "eval_runtime": 0.0559, "eval_samples_per_second": 1270.258, "eval_steps_per_second": 17.891, "step": 12 }, { "epoch": 5.0, "grad_norm": 1.192447304725647, "learning_rate": 4.5e-05, "loss": 0.6765, "step": 15 }, { "epoch": 5.0, "eval_accuracy": 0.15492957746478872, "eval_loss": 0.879374086856842, "eval_runtime": 0.0552, "eval_samples_per_second": 1285.269, "eval_steps_per_second": 18.102, "step": 15 }, { "epoch": 6.0, "grad_norm": 1.3166923522949219, "learning_rate": 4.4000000000000006e-05, "loss": 0.6781, "step": 18 }, { "epoch": 6.0, "eval_accuracy": 0.11267605633802817, "eval_loss": 0.9071303606033325, "eval_runtime": 0.0583, "eval_samples_per_second": 1217.311, "eval_steps_per_second": 17.145, "step": 18 }, { "epoch": 6.0, "step": 18, "total_flos": 501226560460800.0, "train_loss": 0.6933985948562622, "train_runtime": 18.2522, "train_samples_per_second": 1739.515, "train_steps_per_second": 8.218 } ], "logging_steps": 1, "max_steps": 150, "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": 501226560460800.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }