| { | |
| "best_metric": 0.8195012863483878, | |
| "best_model_checkpoint": "/content/result/semeval-unsup-promcse-bert-base-uncased-semeval2015-laptops", | |
| "epoch": 30.0, | |
| "global_step": 1650, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 2.27, | |
| "eval_avg_sts": 0.7759609902852005, | |
| "eval_sickr_spearman": 0.7324206942220131, | |
| "eval_stsb_spearman": 0.8195012863483878, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "eval_avg_sts": 0.7784093546258903, | |
| "eval_sickr_spearman": 0.7452715595050845, | |
| "eval_stsb_spearman": 0.8115471497466962, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 6.82, | |
| "eval_avg_sts": 0.7707664035200109, | |
| "eval_sickr_spearman": 0.7368935905434373, | |
| "eval_stsb_spearman": 0.8046392164965845, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 9.09, | |
| "learning_rate": 0.02090909090909091, | |
| "loss": 0.0008, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 9.09, | |
| "eval_avg_sts": 0.7691853718561973, | |
| "eval_sickr_spearman": 0.7409284912508475, | |
| "eval_stsb_spearman": 0.7974422524615471, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 11.36, | |
| "eval_avg_sts": 0.7761816506183419, | |
| "eval_sickr_spearman": 0.7335257457727998, | |
| "eval_stsb_spearman": 0.8188375554638838, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 13.64, | |
| "eval_avg_sts": 0.7717556783657262, | |
| "eval_sickr_spearman": 0.7335799728863233, | |
| "eval_stsb_spearman": 0.8099313838451292, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 15.91, | |
| "eval_avg_sts": 0.7667458747207212, | |
| "eval_sickr_spearman": 0.7327574883052972, | |
| "eval_stsb_spearman": 0.8007342611361452, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 18.18, | |
| "learning_rate": 0.011818181818181818, | |
| "loss": 0.0008, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 18.18, | |
| "eval_avg_sts": 0.7711807960175332, | |
| "eval_sickr_spearman": 0.7355917555700587, | |
| "eval_stsb_spearman": 0.8067698364650077, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 20.45, | |
| "eval_avg_sts": 0.7704725110642088, | |
| "eval_sickr_spearman": 0.7421104405950365, | |
| "eval_stsb_spearman": 0.7988345815333809, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 22.73, | |
| "eval_avg_sts": 0.774103481691444, | |
| "eval_sickr_spearman": 0.7408106229279183, | |
| "eval_stsb_spearman": 0.8073963404549698, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_avg_sts": 0.7741793991755762, | |
| "eval_sickr_spearman": 0.7403053837718908, | |
| "eval_stsb_spearman": 0.8080534145792616, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "eval_avg_sts": 0.7741793991755762, | |
| "eval_sickr_spearman": 0.7403053837718908, | |
| "eval_stsb_spearman": 0.8080534145792616, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 27.27, | |
| "learning_rate": 0.002727272727272727, | |
| "loss": 0.0003, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 27.27, | |
| "eval_avg_sts": 0.7736536306207098, | |
| "eval_sickr_spearman": 0.7402983712310808, | |
| "eval_stsb_spearman": 0.8070088900103389, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 29.55, | |
| "eval_avg_sts": 0.7730365480911703, | |
| "eval_sickr_spearman": 0.7408807003049165, | |
| "eval_stsb_spearman": 0.805192395877424, | |
| "step": 1625 | |
| }, | |
| { | |
| "epoch": 30.0, | |
| "step": 1650, | |
| "train_runtime": 918.2758, | |
| "train_samples_per_second": 1.797 | |
| } | |
| ], | |
| "max_steps": 1650, | |
| "num_train_epochs": 30, | |
| "total_flos": 2195013914127360, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |