File size: 862 Bytes
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common:
device: "auto"
dtype: "float64"
seed: 1234
weight_dir: "weight"
result_dir: "result"
data:
mat_file: "data/XPINN_2D_PoissonEqn.mat"
samples:
residual_1: 5000
residual_2: 1800
residual_3: 1200
boundary: 200
interface_1: 100
interface_2: 100
model:
name: "XPINNPoisson2D"
subnetworks:
domain1:
layers: [2, 30, 30, 1]
activation: "tanh"
domain2:
layers: [2, 20, 20, 20, 20, 1]
activation: "sin"
domain3:
layers: [2, 25, 25, 25, 1]
activation: "cos"
loss:
boundary: 20.0
pde: 1.0
interface_residual: 1.0
interface_value: 20.0
training:
steps: 501
lr: 0.0008
log_interval: 20
checkpoint_name: "xpinn_poisson_2d.pt"
inference:
figure_name: "xpinn_poisson_2d.png"
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