| { | |
| "best_metric": 0.8157061201962169, | |
| "best_model_checkpoint": "/content/result/unsup-simcse-roberta-large-semeval2016-laptops", | |
| "epoch": 30.0, | |
| "global_step": 1200, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 3.12, | |
| "eval_avg_sts": 0.7679912497622495, | |
| "eval_sickr_spearman": 0.7276956826491402, | |
| "eval_stsb_spearman": 0.8082868168753589, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 6.25, | |
| "eval_avg_sts": 0.7686040961574563, | |
| "eval_sickr_spearman": 0.7215020721186955, | |
| "eval_stsb_spearman": 0.8157061201962169, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 9.38, | |
| "eval_avg_sts": 0.7750921030285816, | |
| "eval_sickr_spearman": 0.740750295864512, | |
| "eval_stsb_spearman": 0.8094339101926511, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 12.5, | |
| "learning_rate": 2.916666666666667e-05, | |
| "loss": 0.0019, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 12.5, | |
| "eval_avg_sts": 0.7645168841110166, | |
| "eval_sickr_spearman": 0.7163253760678987, | |
| "eval_stsb_spearman": 0.8127083921541344, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 15.62, | |
| "eval_avg_sts": 0.7631076478210288, | |
| "eval_sickr_spearman": 0.7148924642186953, | |
| "eval_stsb_spearman": 0.8113228314233623, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 18.75, | |
| "eval_avg_sts": 0.7641477709859748, | |
| "eval_sickr_spearman": 0.7158616838146151, | |
| "eval_stsb_spearman": 0.8124338581573343, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 21.88, | |
| "eval_avg_sts": 0.7603328876767634, | |
| "eval_sickr_spearman": 0.7131653618731838, | |
| "eval_stsb_spearman": 0.8075004134803432, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "learning_rate": 8.333333333333334e-06, | |
| "loss": 0.0004, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_avg_sts": 0.7593813987808072, | |
| "eval_sickr_spearman": 0.7131961017781041, | |
| "eval_stsb_spearman": 0.8055666957835104, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_avg_sts": 0.7593813987808072, | |
| "eval_sickr_spearman": 0.7131961017781041, | |
| "eval_stsb_spearman": 0.8055666957835104, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 28.12, | |
| "eval_avg_sts": 0.7595589061661745, | |
| "eval_sickr_spearman": 0.7140072029880896, | |
| "eval_stsb_spearman": 0.8051106093442593, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "step": 1200, | |
| "train_runtime": 2594.2478, | |
| "train_samples_per_second": 0.463 | |
| } | |
| ], | |
| "max_steps": 1200, | |
| "num_train_epochs": 30, | |
| "total_flos": 10230181596610560, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |