Add model configuration
Browse files- config.json +55 -0
config.json
ADDED
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{
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"architectures": [
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"VPINN"
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],
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"framework": "pytorch",
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"model_name": "VPINNs",
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"model_type": "vpinns",
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"source_config": "conf/config.yaml",
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"root": {
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"common": {
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"case": "1d",
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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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"poisson1d": {
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"n_element": 8,
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"n_test": 40,
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"n_quad": 60,
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"epochs": 10000,
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"lbfgs_iters": 1000,
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"lr": 0.001,
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"log_every": 2000,
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"layers": [
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1,
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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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},
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"poisson2d": {
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"n_el_x": 4,
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"n_el_y": 4,
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"n_test": 8,
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"n_quad": 12,
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"n_bound": 80,
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"boundary_weight": 50.0,
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"epochs": 10000,
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"lbfgs_iters": 1000,
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"lr": 0.001,
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"log_every": 2000,
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"layers": [
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2,
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30,
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30,
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30,
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30,
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1
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]
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}
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}
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}
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