tfl.kronecker_factored_lattice_lib.assert_constraints

Asserts that weights satisfy constraints.

tfl.kronecker_factored_lattice_lib.assert_constraints(
    weights, units, scale, monotonicities, output_min, output_max, eps=1e-06
)

Args
`weights`	`KroneckerFactoredLattice` weights tensor of shape: `(1, lattice_sizes, units * dims, num_terms)`.
`units`	Number of units per input dimension.
`scale`	Scale variable of shape: `(units, num_terms)`.
`monotonicities`	Monotonicity constraints.
`output_min`	None or minimum layer output.
`output_max`	None or maximum layer output.
`eps`	Allowed constraints violation.

Returns
List of assertion ops in graph mode or directly executes assertions in eager mode.

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Last updated 2024-08-02 UTC.

Args