tfl.premade_lib.build_linear_layer

Creates a tfl.layers.Linear layer initialized to be an average.

Main aliases

tfl.premade.premade_lib.build_linear_layer

 
tfl.premade_lib.build_linear_layer(
    linear_input,
    feature_configs,
    model_config,
    weighted_average,
    submodel_index,
    dtype
)

linear_input Input to the linear layer.
feature_configs A list of tfl.configs.FeatureConfig instances that specify configurations for each feature.
model_config Model configuration object describing model architecture. Should be one of the model configs in tfl.configs.
weighted_average If the linear coefficients should be positive and sum up to one.
submodel_index Corresponding index into submodels.
dtype dtype

A tfl.layers.Linear instance.