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.
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