2026-01-21 20:10:48 +08:00

90 lines
2.0 KiB
JSON

[
{
"epoch": 1,
"train_loss": 0.8049272903758325,
"val_loss": 0.7233524476227008,
"val_rmse": 0.8505012931595093,
"val_r2": 0.23420281907567997,
"lr": 0.0001
},
{
"epoch": 2,
"train_loss": 0.6724394139545847,
"val_loss": 0.7780079920040933,
"val_rmse": 0.8820476211055823,
"val_r2": 0.17634019497914522,
"lr": 0.0001
},
{
"epoch": 3,
"train_loss": 0.6226702311841568,
"val_loss": 0.7268287277535388,
"val_rmse": 0.8525425118433609,
"val_r2": 0.23052255349098238,
"lr": 0.0001
},
{
"epoch": 4,
"train_loss": 0.5807066261440482,
"val_loss": 0.7480401876725649,
"val_rmse": 0.8648931610246879,
"val_r2": 0.20806646702187126,
"lr": 0.0001
},
{
"epoch": 5,
"train_loss": 0.5565325967568225,
"val_loss": 0.78764457169332,
"val_rmse": 0.8874934150154856,
"val_r2": 0.1661381872756985,
"lr": 0.0001
},
{
"epoch": 6,
"train_loss": 0.5408692455237417,
"val_loss": 0.7449622110316628,
"val_rmse": 0.8631119349791895,
"val_r2": 0.21132504308155697,
"lr": 0.0001
},
{
"epoch": 7,
"train_loss": 0.5280002702356003,
"val_loss": 0.7270265375313006,
"val_rmse": 0.8526585107441463,
"val_r2": 0.2303131454929167,
"lr": 0.0001
},
{
"epoch": 8,
"train_loss": 0.47815470421593387,
"val_loss": 0.7485054905477323,
"val_rmse": 0.8651621132668481,
"val_r2": 0.20757386186414217,
"lr": 5e-05
},
{
"epoch": 9,
"train_loss": 0.44686747415062394,
"val_loss": 0.7434620163942638,
"val_rmse": 0.8622424252651505,
"val_r2": 0.21291328462156855,
"lr": 5e-05
},
{
"epoch": 10,
"train_loss": 0.4486482603106318,
"val_loss": 0.7479210574375955,
"val_rmse": 0.8648242899336148,
"val_r2": 0.20819258469138113,
"lr": 5e-05
},
{
"epoch": 11,
"train_loss": 0.4326103016038595,
"val_loss": 0.7392987593224174,
"val_rmse": 0.8598248435346856,
"val_r2": 0.2173208126626488,
"lr": 5e-05
}
]