{ "best_metric": 0.8647798742138365, "best_model_checkpoint": "/mnt/data01/entity/ner_trained_models//roberta-large_lr_4.71695374919064e-05_ml_128_bs_128_e_184/checkpoint-500", "epoch": 171.42857142857142, "global_step": 1200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 14.29, "eval_dev1_accuracy_score": 0.9730900798175599, "eval_dev1_f1": 0.8222730739893211, "eval_dev1_loss": 0.13282082974910736, "eval_dev1_precision": 0.7973372781065089, "eval_dev1_recall": 0.8488188976377953, "eval_dev1_runtime": 0.896, "eval_dev1_samples_per_second": 147.323, "eval_dev1_steps_per_second": 2.232, "step": 100 }, { "epoch": 28.57, "eval_dev1_accuracy_score": 0.9779931584948689, "eval_dev1_f1": 0.8483896307934015, "eval_dev1_loss": 0.15858674049377441, "eval_dev1_precision": 0.8463949843260188, "eval_dev1_recall": 0.8503937007874016, "eval_dev1_runtime": 0.8958, "eval_dev1_samples_per_second": 147.352, "eval_dev1_steps_per_second": 2.233, "step": 200 }, { "epoch": 42.86, "eval_dev1_accuracy_score": 0.9770809578107184, "eval_dev1_f1": 0.8430913348946136, "eval_dev1_loss": 0.1632351577281952, "eval_dev1_precision": 0.8359133126934984, "eval_dev1_recall": 0.8503937007874016, "eval_dev1_runtime": 0.8958, "eval_dev1_samples_per_second": 147.362, "eval_dev1_steps_per_second": 2.233, "step": 300 }, { "epoch": 57.14, "eval_dev1_accuracy_score": 0.9775370581527936, "eval_dev1_f1": 0.8463949843260189, "eval_dev1_loss": 0.16842932999134064, "eval_dev1_precision": 0.8424336973478939, "eval_dev1_recall": 0.8503937007874016, "eval_dev1_runtime": 0.8946, "eval_dev1_samples_per_second": 147.555, "eval_dev1_steps_per_second": 2.236, "step": 400 }, { "epoch": 71.43, "learning_rate": 2.8858381633247082e-05, "loss": 0.0251, "step": 500 }, { "epoch": 71.43, "eval_dev1_accuracy_score": 0.9784492588369441, "eval_dev1_f1": 0.8647798742138365, "eval_dev1_loss": 0.16985777020454407, "eval_dev1_precision": 0.8634222919937206, "eval_dev1_recall": 0.8661417322834646, "eval_dev1_runtime": 0.8956, "eval_dev1_samples_per_second": 147.384, "eval_dev1_steps_per_second": 2.233, "step": 500 }, { "epoch": 85.71, "eval_dev1_accuracy_score": 0.9787913340935006, "eval_dev1_f1": 0.8539857932123125, "eval_dev1_loss": 0.17249244451522827, "eval_dev1_precision": 0.8560126582278481, "eval_dev1_recall": 0.8519685039370078, "eval_dev1_runtime": 0.8962, "eval_dev1_samples_per_second": 147.288, "eval_dev1_steps_per_second": 2.232, "step": 600 }, { "epoch": 100.0, "eval_dev1_accuracy_score": 0.9778791334093501, "eval_dev1_f1": 0.8491008600469115, "eval_dev1_loss": 0.18127191066741943, "eval_dev1_precision": 0.843167701863354, "eval_dev1_recall": 0.8551181102362204, "eval_dev1_runtime": 0.8957, "eval_dev1_samples_per_second": 147.363, "eval_dev1_steps_per_second": 2.233, "step": 700 }, { "epoch": 114.29, "eval_dev1_accuracy_score": 0.976054732041049, "eval_dev1_f1": 0.834755624515128, "eval_dev1_loss": 0.18781279027462006, "eval_dev1_precision": 0.8226299694189603, "eval_dev1_recall": 0.8472440944881889, "eval_dev1_runtime": 0.8971, "eval_dev1_samples_per_second": 147.138, "eval_dev1_steps_per_second": 2.229, "step": 800 }, { "epoch": 128.57, "eval_dev1_accuracy_score": 0.9789053591790193, "eval_dev1_f1": 0.8557993730407524, "eval_dev1_loss": 0.17089255154132843, "eval_dev1_precision": 0.8517940717628705, "eval_dev1_recall": 0.8598425196850393, "eval_dev1_runtime": 0.8955, "eval_dev1_samples_per_second": 147.396, "eval_dev1_steps_per_second": 2.233, "step": 900 }, { "epoch": 142.86, "learning_rate": 1.0547225774587767e-05, "loss": 0.0004, "step": 1000 }, { "epoch": 142.86, "eval_dev1_accuracy_score": 0.9790193842645382, "eval_dev1_f1": 0.8542159180457054, "eval_dev1_loss": 0.1791904866695404, "eval_dev1_precision": 0.8548895899053628, "eval_dev1_recall": 0.8535433070866142, "eval_dev1_runtime": 0.8957, "eval_dev1_samples_per_second": 147.369, "eval_dev1_steps_per_second": 2.233, "step": 1000 }, { "epoch": 157.14, "eval_dev1_accuracy_score": 0.9784492588369441, "eval_dev1_f1": 0.8513302034428794, "eval_dev1_loss": 0.17708931863307953, "eval_dev1_precision": 0.8460342146189735, "eval_dev1_recall": 0.8566929133858268, "eval_dev1_runtime": 0.8944, "eval_dev1_samples_per_second": 147.578, "eval_dev1_steps_per_second": 2.236, "step": 1100 }, { "epoch": 171.43, "eval_dev1_accuracy_score": 0.9786773090079818, "eval_dev1_f1": 0.8571428571428571, "eval_dev1_loss": 0.17732492089271545, "eval_dev1_precision": 0.8544600938967136, "eval_dev1_recall": 0.8598425196850393, "eval_dev1_runtime": 0.8936, "eval_dev1_samples_per_second": 147.71, "eval_dev1_steps_per_second": 2.238, "step": 1200 } ], "max_steps": 1288, "num_train_epochs": 184, "total_flos": 3.308248909268352e+16, "trial_name": null, "trial_params": null }