{ "best_metric": 0.8253311880533157, "best_model_checkpoint": "/content/result/semeval-unsup-promcse-bert-base-uncased-semeval2014-restaurants", "epoch": 30.0, "global_step": 2880, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.3, "eval_avg_sts": 0.7734256836656246, "eval_sickr_spearman": 0.7301818685217797, "eval_stsb_spearman": 0.8166694988094696, "step": 125 }, { "epoch": 2.6, "eval_avg_sts": 0.7703746643952976, "eval_sickr_spearman": 0.7321891362819799, "eval_stsb_spearman": 0.8085601925086153, "step": 250 }, { "epoch": 3.91, "eval_avg_sts": 0.7788971740918453, "eval_sickr_spearman": 0.7471303631307394, "eval_stsb_spearman": 0.8106639850529513, "step": 375 }, { "epoch": 5.21, "learning_rate": 0.024791666666666663, "loss": 0.0007, "step": 500 }, { "epoch": 5.21, "eval_avg_sts": 0.7773926482680351, "eval_sickr_spearman": 0.7365530020031397, "eval_stsb_spearman": 0.8182322945329304, "step": 500 }, { "epoch": 6.51, "eval_avg_sts": 0.775445904944555, "eval_sickr_spearman": 0.740137130823553, "eval_stsb_spearman": 0.8107546790655571, "step": 625 }, { "epoch": 7.81, "eval_avg_sts": 0.7784724629491336, "eval_sickr_spearman": 0.7476811838020316, "eval_stsb_spearman": 0.8092637420962356, "step": 750 }, { "epoch": 9.11, "eval_avg_sts": 0.7813093219093801, "eval_sickr_spearman": 0.7487985313147865, "eval_stsb_spearman": 0.8138201125039736, "step": 875 }, { "epoch": 10.42, "learning_rate": 0.019583333333333335, "loss": 0.0006, "step": 1000 }, { "epoch": 10.42, "eval_avg_sts": 0.7821698012287537, "eval_sickr_spearman": 0.7488977155392563, "eval_stsb_spearman": 0.8154418869182509, "step": 1000 }, { "epoch": 11.72, "eval_avg_sts": 0.7816201340578361, "eval_sickr_spearman": 0.7485443026948746, "eval_stsb_spearman": 0.8146959654207976, "step": 1125 }, { "epoch": 13.02, "eval_avg_sts": 0.7749666873628911, "eval_sickr_spearman": 0.7446217467337283, "eval_stsb_spearman": 0.8053116279920538, "step": 1250 }, { "epoch": 14.32, "eval_avg_sts": 0.7836477830344395, "eval_sickr_spearman": 0.7419643780155633, "eval_stsb_spearman": 0.8253311880533157, "step": 1375 }, { "epoch": 15.62, "learning_rate": 0.014375, "loss": 0.0006, "step": 1500 }, { "epoch": 15.62, "eval_avg_sts": 0.7843268448693694, "eval_sickr_spearman": 0.744167948887341, "eval_stsb_spearman": 0.824485740851398, "step": 1500 }, { "epoch": 16.93, "eval_avg_sts": 0.7833021826430621, "eval_sickr_spearman": 0.7446480677773164, "eval_stsb_spearman": 0.8219562975088077, "step": 1625 }, { "epoch": 18.23, "eval_avg_sts": 0.7763940328282399, "eval_sickr_spearman": 0.7362944505840984, "eval_stsb_spearman": 0.8164936150723816, "step": 1750 }, { "epoch": 19.53, "eval_avg_sts": 0.7798534729613469, "eval_sickr_spearman": 0.7372460427657902, "eval_stsb_spearman": 0.8224609031569036, "step": 1875 }, { "epoch": 20.83, "learning_rate": 0.009166666666666667, "loss": 0.0005, "step": 2000 }, { "epoch": 20.83, "eval_avg_sts": 0.7800079514190481, "eval_sickr_spearman": 0.7419313806488752, "eval_stsb_spearman": 0.8180845221892211, "step": 2000 }, { "epoch": 22.14, "eval_avg_sts": 0.775204360127723, "eval_sickr_spearman": 0.7362090993168428, "eval_stsb_spearman": 0.8141996209386033, "step": 2125 }, { "epoch": 23.44, "eval_avg_sts": 0.7765059369521707, "eval_sickr_spearman": 0.737198107726555, "eval_stsb_spearman": 0.8158137661777864, "step": 2250 }, { "epoch": 24.74, "eval_avg_sts": 0.7762751811566875, "eval_sickr_spearman": 0.7387870245932292, "eval_stsb_spearman": 0.8137633377201456, "step": 2375 }, { "epoch": 26.04, "learning_rate": 0.003958333333333334, "loss": 0.0004, "step": 2500 }, { "epoch": 26.04, "eval_avg_sts": 0.7760480299115587, "eval_sickr_spearman": 0.7409553886676528, "eval_stsb_spearman": 0.8111406711554647, "step": 2500 }, { "epoch": 27.34, "eval_avg_sts": 0.7772760835199366, "eval_sickr_spearman": 0.7415818102926086, "eval_stsb_spearman": 0.8129703567472646, "step": 2625 }, { "epoch": 28.65, "eval_avg_sts": 0.7773403818371579, "eval_sickr_spearman": 0.7416166328411512, "eval_stsb_spearman": 0.8130641308331646, "step": 2750 }, { "epoch": 29.95, "eval_avg_sts": 0.7772868899414305, "eval_sickr_spearman": 0.7413437859462035, "eval_stsb_spearman": 0.8132299939366575, "step": 2875 }, { "epoch": 30.0, "step": 2880, "train_runtime": 1516.7011, "train_samples_per_second": 1.899 } ], "max_steps": 2880, "num_train_epochs": 30, "total_flos": 3837671792925696, "trial_name": null, "trial_params": null }