anypinn.cli.scaffold.gray_scott_2d.config
Gray-Scott 2D Reaction-Diffusion — training configuration.
anypinn.cli.scaffold.gray_scott_2d.config
Gray-Scott 2D Reaction-Diffusion — training configuration.
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=_training_data, fields_config=(MLPConfig(in_dim=39, out_dim=1, hidden_layers=[128, 256, 256, 128], activation='tanh', output_activation=None)), params_config=(ScalarConfig(init_value=0.01)), scheduler=(ReduceLROnPlateauConfig(mode='min', factor=0.5, patience=100, threshold=0.0001, min_lr=1e-06)))
module-attribute