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photonAI/configs/default.yaml
2026-04-19 18:33:36 +08:00

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# 默认配置MZM MoE PINN按 notebook 迁移)
data_path: data/dataset.txt
best_hyperparams_path: best_hyperparams.json
data:
test_size: 0.1
random_state: 123
filter_v_pi_max: 500.0
model:
input_dim: 8
output_dim: 3
hidden_dims: [64, 128, 64]
n_experts: 60
gating_hidden: 8
dropout_rate: 0.0
use_bn: true
activation: relu
optimizer:
lr: 0.001
weight_decay: 0.05
betas: [0.9, 0.999]
training:
batch_size: 128
epochs: 100
num_workers: 0
# 默认会先从 best_hyperparams.json 读取这些系数,再用此处显式值覆盖
physics:
lambda_bw_mon: 0.0
lambda_IL_mon: 0.3
lambda_vpiL: 0.005
lambda_smooth: 0.1
output_dir: results
last_run_dir: null