lnp_ml/models/benchmark/fold_0/history.json
2026-03-02 14:51:54 +08:00

170 lines
3.8 KiB
JSON

[
{
"epoch": 1,
"train_loss": 0.7899117102249027,
"val_loss": 0.9106255005528325,
"val_rmse": 0.9542669915061958,
"val_r2": 0.218211451466231,
"lr": 0.0001
},
{
"epoch": 2,
"train_loss": 0.6509626604859896,
"val_loss": 0.904300603615648,
"val_rmse": 0.9509472242536414,
"val_r2": 0.22364146549089958,
"lr": 0.0001
},
{
"epoch": 3,
"train_loss": 0.5816657132710804,
"val_loss": 0.9535427025920375,
"val_rmse": 0.9764951165159946,
"val_r2": 0.18136623613531166,
"lr": 0.0001
},
{
"epoch": 4,
"train_loss": 0.5494824945224491,
"val_loss": 0.9088308029281216,
"val_rmse": 0.9533261696672906,
"val_r2": 0.219752238617257,
"lr": 0.0001
},
{
"epoch": 5,
"train_loss": 0.5085460379524128,
"val_loss": 0.8783120935910861,
"val_rmse": 0.9371830584412856,
"val_r2": 0.24595309834595658,
"lr": 0.0001
},
{
"epoch": 6,
"train_loss": 0.48759515778619567,
"val_loss": 0.9145861336527745,
"val_rmse": 0.95633996508362,
"val_r2": 0.2148111719235638,
"lr": 0.0001
},
{
"epoch": 7,
"train_loss": 0.4649609710302709,
"val_loss": 0.8910244694664913,
"val_rmse": 0.9439409210372551,
"val_r2": 0.2350392911253747,
"lr": 0.0001
},
{
"epoch": 8,
"train_loss": 0.45096972002922103,
"val_loss": 0.9157029792612511,
"val_rmse": 0.9569237087861149,
"val_r2": 0.21385233105727164,
"lr": 0.0001
},
{
"epoch": 9,
"train_loss": 0.4470898296366794,
"val_loss": 0.8871119191512843,
"val_rmse": 0.9418661912008598,
"val_r2": 0.23839827812681513,
"lr": 0.0001
},
{
"epoch": 10,
"train_loss": 0.4263995984354151,
"val_loss": 0.9026704432377626,
"val_rmse": 0.9500897031987177,
"val_r2": 0.225041003980039,
"lr": 0.0001
},
{
"epoch": 11,
"train_loss": 0.42710590581226254,
"val_loss": 0.866959414306682,
"val_rmse": 0.9311065501955652,
"val_r2": 0.25569957823995526,
"lr": 0.0001
},
{
"epoch": 12,
"train_loss": 0.41655660829171715,
"val_loss": 0.9008103422506007,
"val_rmse": 0.9491102873618649,
"val_r2": 0.2266379392872636,
"lr": 0.0001
},
{
"epoch": 13,
"train_loss": 0.3916222040087877,
"val_loss": 0.9101736657006892,
"val_rmse": 0.9540302227850528,
"val_r2": 0.21859935152562493,
"lr": 0.0001
},
{
"epoch": 14,
"train_loss": 0.3856295347614988,
"val_loss": 0.9106341469920588,
"val_rmse": 0.954271527471978,
"val_r2": 0.21820401921809762,
"lr": 0.0001
},
{
"epoch": 15,
"train_loss": 0.3810926664962948,
"val_loss": 0.9611411314677847,
"val_rmse": 0.980378056981909,
"val_r2": 0.1748428526041309,
"lr": 0.0001
},
{
"epoch": 16,
"train_loss": 0.3807094296354591,
"val_loss": 0.8823861818405629,
"val_rmse": 0.939354131279333,
"val_r2": 0.2424554103126585,
"lr": 0.0001
},
{
"epoch": 17,
"train_loss": 0.37233418258341505,
"val_loss": 0.918043110101732,
"val_rmse": 0.958145661422436,
"val_r2": 0.21184329197961715,
"lr": 0.0001
},
{
"epoch": 18,
"train_loss": 0.335445166938195,
"val_loss": 0.8913753229688821,
"val_rmse": 0.9441267531140994,
"val_r2": 0.23473806839649425,
"lr": 5e-05
},
{
"epoch": 19,
"train_loss": 0.31598393516242,
"val_loss": 0.8946952256492021,
"val_rmse": 0.9458832970615956,
"val_r2": 0.23188788612140665,
"lr": 5e-05
},
{
"epoch": 20,
"train_loss": 0.3115269015610559,
"val_loss": 0.8904139892758737,
"val_rmse": 0.9436174963162874,
"val_r2": 0.23556340193241154,
"lr": 5e-05
},
{
"epoch": 21,
"train_loss": 0.31039785354757743,
"val_loss": 0.8827904894570534,
"val_rmse": 0.939569308267399,
"val_r2": 0.24210831047556391,
"lr": 5e-05
}
]