StevenLimcorn's picture
Upload 9 files
52b38b3
raw
history blame
3.61 kB
{
"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
}