anypinn.cli.scaffold.wave_1d.config_synthetic

Wave Equation 1D — training configuration (synthetic).

EXPERIMENT_NAME = '__EXPERIMENT_NAME__' module-attribute

RUN_NAME = 'v0' module-attribute

hp = PINNHyperparameters(lr=0.001, max_epochs=3000, gradient_clip_val=0.5, training_data=(GenerationConfig(batch_size=128, data_ratio=2, collocations=8000, collocation_sampler='uniform', x=(torch.linspace(0, 1, steps=50)), args_to_train={}, noise_level=0)), fields_config=(MLPConfig(in_dim=26, out_dim=1, hidden_layers=[64, 128, 128, 64], activation='tanh', output_activation=None)), params_config=(ScalarConfig(init_value=0.5)), scheduler=(ReduceLROnPlateauConfig(mode='min', factor=0.5, patience=100, threshold=0.0001, min_lr=1e-06))) module-attribute