|
{ |
|
"best_metric": 0.828283390419402, |
|
"best_model_checkpoint": "/content/result/unsup-simcse-roberta-large-semeval2015-laptops", |
|
"epoch": 30.0, |
|
"global_step": 840, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 4.46, |
|
"eval_avg_sts": 0.7866241458854294, |
|
"eval_sickr_spearman": 0.7525337179492227, |
|
"eval_stsb_spearman": 0.820714573821636, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 8.93, |
|
"eval_avg_sts": 0.7755652925596941, |
|
"eval_sickr_spearman": 0.7325310696931179, |
|
"eval_stsb_spearman": 0.8185995154262702, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 13.39, |
|
"eval_avg_sts": 0.7783432375652614, |
|
"eval_sickr_spearman": 0.7284030847111207, |
|
"eval_stsb_spearman": 0.828283390419402, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 17.86, |
|
"learning_rate": 2.023809523809524e-05, |
|
"loss": 0.0015, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 17.86, |
|
"eval_avg_sts": 0.7641535833191572, |
|
"eval_sickr_spearman": 0.7357065979335973, |
|
"eval_stsb_spearman": 0.7926005687047171, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 22.32, |
|
"eval_avg_sts": 0.7692839856507644, |
|
"eval_sickr_spearman": 0.7284775809494513, |
|
"eval_stsb_spearman": 0.8100903903520775, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 26.79, |
|
"eval_avg_sts": 0.7722064928209667, |
|
"eval_sickr_spearman": 0.7298525192592187, |
|
"eval_stsb_spearman": 0.8145604663827146, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"step": 840, |
|
"train_runtime": 1610.2853, |
|
"train_samples_per_second": 0.522 |
|
} |
|
], |
|
"max_steps": 840, |
|
"num_train_epochs": 30, |
|
"total_flos": 7117989287583744, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|