tfl.premade_lib.build_lattice_layer
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Creates a tfl.layers.Lattice
layer.
tfl.premade_lib.build_lattice_layer(
lattice_input,
feature_configs,
model_config,
layer_output_range,
submodel_index,
is_inside_ensemble,
dtype
)
Args |
lattice_input
|
Input to the lattice 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 .
|
layer_output_range
|
A tfl.premade_lib.LayerOutputRange enum.
|
submodel_index
|
Corresponding index into submodels.
|
is_inside_ensemble
|
If this layer is inside an ensemble.
|
dtype
|
dtype
|
Returns |
A tfl.layers.Lattice instance if model_config.parameterization is set to
'all_vertices' or a tfl.layers.KroneckerFactoredLattice instance if
set to 'kronecker_factored' .
|
Raises |
ValueError
|
If model_config.parameterization is not one of
'all_vertices' or 'kronecker_factored' .
|
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Last updated 2024-08-02 UTC.
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