{ "best_global_step": 46, "best_metric": 2.3162741661071777, "best_model_checkpoint": "bert_base_rand_5_v2_stsb/checkpoint-46", "epoch": 7.0, "eval_steps": 500, "global_step": 161, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 4.672378063201904, "learning_rate": 4.9e-05, "loss": 2.6563, "step": 23 }, { "epoch": 1.0, "eval_combined_score": 0.09050440946239476, "eval_loss": 2.468899726867676, "eval_pearson": 0.09885560057722062, "eval_runtime": 0.9893, "eval_samples_per_second": 1516.155, "eval_spearmanr": 0.08215321834756889, "eval_steps_per_second": 6.065, "step": 23 }, { "epoch": 2.0, "grad_norm": 12.538728713989258, "learning_rate": 4.8e-05, "loss": 1.8843, "step": 46 }, { "epoch": 2.0, "eval_combined_score": 0.17865816941006596, "eval_loss": 2.3162741661071777, "eval_pearson": 0.19542194735083257, "eval_runtime": 1.003, "eval_samples_per_second": 1495.455, "eval_spearmanr": 0.16189439146929932, "eval_steps_per_second": 5.982, "step": 46 }, { "epoch": 3.0, "grad_norm": 9.898491859436035, "learning_rate": 4.7e-05, "loss": 1.6315, "step": 69 }, { "epoch": 3.0, "eval_combined_score": 0.25567049594755953, "eval_loss": 2.365222930908203, "eval_pearson": 0.26043384251429863, "eval_runtime": 0.9606, "eval_samples_per_second": 1561.529, "eval_spearmanr": 0.25090714938082037, "eval_steps_per_second": 6.246, "step": 69 }, { "epoch": 4.0, "grad_norm": 10.290682792663574, "learning_rate": 4.600000000000001e-05, "loss": 1.2245, "step": 92 }, { "epoch": 4.0, "eval_combined_score": 0.28864361414381867, "eval_loss": 2.5701653957366943, "eval_pearson": 0.2910950881475413, "eval_runtime": 0.9942, "eval_samples_per_second": 1508.822, "eval_spearmanr": 0.286192140140096, "eval_steps_per_second": 6.035, "step": 92 }, { "epoch": 5.0, "grad_norm": 11.64109992980957, "learning_rate": 4.5e-05, "loss": 0.8986, "step": 115 }, { "epoch": 5.0, "eval_combined_score": 0.27109561622168327, "eval_loss": 2.6825172901153564, "eval_pearson": 0.27674054063954884, "eval_runtime": 0.9605, "eval_samples_per_second": 1561.745, "eval_spearmanr": 0.2654506918038177, "eval_steps_per_second": 6.247, "step": 115 }, { "epoch": 6.0, "grad_norm": 6.450591564178467, "learning_rate": 4.4000000000000006e-05, "loss": 0.6617, "step": 138 }, { "epoch": 6.0, "eval_combined_score": 0.30805346136071465, "eval_loss": 2.512233018875122, "eval_pearson": 0.3120714777686556, "eval_runtime": 1.0131, "eval_samples_per_second": 1480.655, "eval_spearmanr": 0.3040354449527736, "eval_steps_per_second": 5.923, "step": 138 }, { "epoch": 7.0, "grad_norm": 12.366684913635254, "learning_rate": 4.3e-05, "loss": 0.5165, "step": 161 }, { "epoch": 7.0, "eval_combined_score": 0.33508237397612906, "eval_loss": 2.374462127685547, "eval_pearson": 0.3379127982925731, "eval_runtime": 0.9637, "eval_samples_per_second": 1556.566, "eval_spearmanr": 0.332251949659685, "eval_steps_per_second": 6.226, "step": 161 }, { "epoch": 7.0, "step": 161, "total_flos": 5294141566038528.0, "train_loss": 1.3533399475287207, "train_runtime": 88.0763, "train_samples_per_second": 3263.646, "train_steps_per_second": 13.057 } ], "logging_steps": 1, "max_steps": 1150, "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": 5294141566038528.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }