Add model configuration
Browse files- config.json +79 -0
config.json
ADDED
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{
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"architectures": [
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"XPINNPoisson2D"
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],
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"framework": "pytorch",
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"model_name": "XPINNs",
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"model_type": "xpinns",
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"source_config": "conf/config.yaml",
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"root": {
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"common": {
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"device": "auto",
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"dtype": "float64",
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"seed": 1234,
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"weight_dir": "weight",
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"result_dir": "result"
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},
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"data": {
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"mat_file": "data/XPINN_2D_PoissonEqn.mat",
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"samples": {
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"residual_1": 5000,
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"residual_2": 1800,
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"residual_3": 1200,
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"boundary": 200,
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"interface_1": 100,
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"interface_2": 100
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}
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},
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"model": {
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"name": "XPINNPoisson2D",
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"subnetworks": {
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"domain1": {
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"layers": [
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2,
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30,
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30,
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1
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],
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"activation": "tanh"
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},
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"domain2": {
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"layers": [
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2,
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20,
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20,
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20,
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20,
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1
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],
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"activation": "sin"
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},
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"domain3": {
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"layers": [
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2,
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25,
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25,
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25,
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1
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],
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"activation": "cos"
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}
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}
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},
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"loss": {
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"boundary": 20.0,
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"pde": 1.0,
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"interface_residual": 1.0,
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"interface_value": 20.0
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},
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"training": {
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"steps": 501,
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"lr": 0.0008,
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"log_interval": 20,
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"checkpoint_name": "xpinn_poisson_2d.pt"
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},
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"inference": {
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"figure_name": "xpinn_poisson_2d.png"
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}
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}
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}
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