{ "best_global_step": 2844, "best_metric": 0.38632383942604065, "best_model_checkpoint": "bert_base_rand_100_v2_qqp/checkpoint-2844", "epoch": 7.0, "eval_steps": 500, "global_step": 9954, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.6505345106124878, "learning_rate": 4.9e-05, "loss": 0.4754, "step": 1422 }, { "epoch": 1.0, "eval_accuracy": 0.7961167449913431, "eval_combined_score": 0.7469603778481664, "eval_f1": 0.6978040107049895, "eval_loss": 0.4311196208000183, "eval_runtime": 25.9058, "eval_samples_per_second": 1560.657, "eval_steps_per_second": 6.099, "step": 1422 }, { "epoch": 2.0, "grad_norm": 2.6791186332702637, "learning_rate": 4.8e-05, "loss": 0.3723, "step": 2844 }, { "epoch": 2.0, "eval_accuracy": 0.817932228543161, "eval_combined_score": 0.7867106749757825, "eval_f1": 0.755489121408404, "eval_loss": 0.38632383942604065, "eval_runtime": 25.6452, "eval_samples_per_second": 1576.513, "eval_steps_per_second": 6.161, "step": 2844 }, { "epoch": 3.0, "grad_norm": 3.180361747741699, "learning_rate": 4.7e-05, "loss": 0.2962, "step": 4266 }, { "epoch": 3.0, "eval_accuracy": 0.8258966114271581, "eval_combined_score": 0.8004574948336609, "eval_f1": 0.7750183782401636, "eval_loss": 0.3931578993797302, "eval_runtime": 25.6346, "eval_samples_per_second": 1577.166, "eval_steps_per_second": 6.164, "step": 4266 }, { "epoch": 4.0, "grad_norm": 2.6064722537994385, "learning_rate": 4.600000000000001e-05, "loss": 0.2334, "step": 5688 }, { "epoch": 4.0, "eval_accuracy": 0.8353697749196142, "eval_combined_score": 0.8061118688196032, "eval_f1": 0.7768539627195923, "eval_loss": 0.4347355365753174, "eval_runtime": 25.6419, "eval_samples_per_second": 1576.718, "eval_steps_per_second": 6.162, "step": 5688 }, { "epoch": 5.0, "grad_norm": 3.1544950008392334, "learning_rate": 4.5e-05, "loss": 0.1823, "step": 7110 }, { "epoch": 5.0, "eval_accuracy": 0.8375216423447934, "eval_combined_score": 0.8071835544672297, "eval_f1": 0.776845466589666, "eval_loss": 0.45913636684417725, "eval_runtime": 25.6092, "eval_samples_per_second": 1578.729, "eval_steps_per_second": 6.17, "step": 7110 }, { "epoch": 6.0, "grad_norm": 4.33131217956543, "learning_rate": 4.4000000000000006e-05, "loss": 0.1443, "step": 8532 }, { "epoch": 6.0, "eval_accuracy": 0.8384615384615385, "eval_combined_score": 0.806124191696219, "eval_f1": 0.7737868449308996, "eval_loss": 0.4977432191371918, "eval_runtime": 25.5656, "eval_samples_per_second": 1581.42, "eval_steps_per_second": 6.18, "step": 8532 }, { "epoch": 7.0, "grad_norm": 4.425964832305908, "learning_rate": 4.3e-05, "loss": 0.1156, "step": 9954 }, { "epoch": 7.0, "eval_accuracy": 0.8369527578530794, "eval_combined_score": 0.8105169947142894, "eval_f1": 0.7840812315754995, "eval_loss": 0.5663210153579712, "eval_runtime": 25.5977, "eval_samples_per_second": 1579.439, "eval_steps_per_second": 6.172, "step": 9954 }, { "epoch": 7.0, "step": 9954, "total_flos": 3.3506166766980096e+17, "train_loss": 0.25994441067092217, "train_runtime": 4309.9047, "train_samples_per_second": 4221.045, "train_steps_per_second": 16.497 } ], "logging_steps": 1, "max_steps": 71100, "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": 3.3506166766980096e+17, "train_batch_size": 256, "trial_name": null, "trial_params": null }