tfl.kronecker_factored_lattice_layer.KroneckerFactoredLatticeConstraints

Constraints for tfl.layers.KroneckerFactoredLattice layer.

tfl.kronecker_factored_lattice_layer.KroneckerFactoredLatticeConstraints(
    units, scale, monotonicities=None, output_min=None, output_max=None
)

Applies all constraints to the Kronecker-Factored Lattice weights. See tfl.layers.KroneckerFactoredLattice for more details.

Args
units	Same meaning as corresponding parameter of KroneckerFactoredLattice.
scale	Scale variable of shape: (units, num_terms).
monotonicities	Same meaning as corresponding parameter of KroneckerFactoredLattice.
output_min	Same meaning as corresponding parameter of KroneckerFactoredLattice.
output_max	Same meaning as corresponding parameter of KroneckerFactoredLattice.

Methods

get_config

View source

get_config()

Standard Keras config for serialization.

__call__

View source

__call__(
    w
)

Applies constraints to w.

Args
w	Kronecker-Factored Lattice weights tensor of shape: (1, lattice_sizes, units * dims, num_terms).

Returns
Constrained and projected w.