mirror of
https://github.com/RYDE-WORK/lnp_ml.git
synced 2026-03-21 09:36:32 +08:00
54 lines
1.2 KiB
JSON
54 lines
1.2 KiB
JSON
{
|
|
"fold_results": [
|
|
{
|
|
"fold_idx": 0,
|
|
"best_val_loss": 6.144314289093018,
|
|
"epochs_trained": 25,
|
|
"final_train_loss": 1.4692220211029052
|
|
},
|
|
{
|
|
"fold_idx": 1,
|
|
"best_val_loss": 8.569346030553183,
|
|
"epochs_trained": 20,
|
|
"final_train_loss": 1.5929443359375
|
|
},
|
|
{
|
|
"fold_idx": 2,
|
|
"best_val_loss": 3.7409281730651855,
|
|
"epochs_trained": 22,
|
|
"final_train_loss": 1.9401288827260335
|
|
},
|
|
{
|
|
"fold_idx": 3,
|
|
"best_val_loss": 3.47284197807312,
|
|
"epochs_trained": 27,
|
|
"final_train_loss": 1.8295514345169068
|
|
},
|
|
{
|
|
"fold_idx": 4,
|
|
"best_val_loss": 2.756531000137329,
|
|
"epochs_trained": 19,
|
|
"final_train_loss": 1.9399811571294612
|
|
}
|
|
],
|
|
"summary": {
|
|
"val_loss_mean": 4.936792294184367,
|
|
"val_loss_std": 2.1438440638412697
|
|
},
|
|
"config": {
|
|
"d_model": 256,
|
|
"num_heads": 8,
|
|
"n_attn_layers": 4,
|
|
"fusion_strategy": "attention",
|
|
"head_hidden_dim": 128,
|
|
"dropout": 0.1,
|
|
"use_mpnn": true,
|
|
"lr": 0.0001,
|
|
"weight_decay": 1e-05,
|
|
"batch_size": 32,
|
|
"epochs": 100,
|
|
"patience": 15,
|
|
"init_from_pretrain": "models/pretrain_delivery.pt",
|
|
"freeze_backbone": false
|
|
}
|
|
} |