tfl.lattice_layer.create_kernel_initializer

Returns a kernel Keras initializer object from its id.

tfl.lattice_layer.create_kernel_initializer(
    kernel_initializer_id,
    lattice_sizes,
    monotonicities,
    output_min,
    output_max,
    unimodalities,
    joint_unimodalities,
    init_min=None,
    init_max=None
)

This function is used to convert the 'kernel_initializer' parameter in the constructor of tfl.Lattice into the corresponding initializer object.

kernel_initializer_id See the documentation of the 'kernel_initializer' parameter in the constructor of tfl.Lattice.
lattice_sizes See the documentation of the same parameter in the constructor of tfl.Lattice.
monotonicities See the documentation of the same parameter in the constructor of tfl.Lattice.
output_min See the documentation of the same parameter in the constructor of tfl.Lattice.
output_max See the documentation of the same parameter in the constructor of tfl.Lattice.
unimodalities See the documentation of the same parameter in the constructor of tfl.Lattice.
joint_unimodalities See the documentation of the same parameter in the constructor of tfl.Lattice.
init_min None or lower bound of kernel initialization. If set, init_max must also be set.
init_max None or upper bound of kernel initialization. If set, init_min must also be set.

The Keras initializer object for the tfl.Lattice kernel variable.

ValueError If only one of init_{min/max} is set.