tfl.kronecker_factored_lattice_layer.create_kernel_initializer
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Returns a kernel Keras initializer object from its id.
tfl.kronecker_factored_lattice_layer.create_kernel_initializer(
kernel_initializer_id,
monotonicities,
output_min,
output_max,
init_min=None,
init_max=None
)
This function is used to convert the 'kernel_initializer' parameter in the
constructor of tfl.layers.KroneckerFactoredLattice into the corresponding
initializer object.
Args |
|---|
kernel_initializer_id
|
See the documentation of the 'kernel_initializer'
parameter in the constructor of tfl.layers.KroneckerFactoredLattice.
|
monotonicities
|
See the documentation of the same parameter in the
constructor of tfl.layers.KroneckerFactoredLattice.
|
output_min
|
See the documentation of the same parameter in the constructor
of tfl.layers.KroneckerFactoredLattice.
|
output_max
|
See the documentation of the same parameter in the constructor
of tfl.layers.KroneckerFactoredLattice.
|
init_min
|
None or lower bound of kernel initialization. If set, init_max
must also be set. Ignored if kernel_initializer_id is a Keras object.
|
init_max
|
None or upper bound of kernel initialization. If set, init_min
must also be set. Ignored if kernel_initializer_id is a Keras object.
|
Raises |
|---|
ValueError
|
If only one of init_{min/max} is set.
|
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Last updated 2024-08-02 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-08-02 UTC."],[],[],null,["# tfl.kronecker_factored_lattice_layer.create_kernel_initializer\n\n\u003cbr /\u003e\n\n|----------------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/lattice/blob/v2.1.1/tensorflow_lattice/python/kronecker_factored_lattice_layer.py#L362-L415) |\n\nReturns a kernel Keras initializer object from its id. \n\n tfl.kronecker_factored_lattice_layer.create_kernel_initializer(\n kernel_initializer_id,\n monotonicities,\n output_min,\n output_max,\n init_min=None,\n init_max=None\n )\n\nThis function is used to convert the 'kernel_initializer' parameter in the\nconstructor of tfl.layers.KroneckerFactoredLattice into the corresponding\ninitializer object.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|-------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `kernel_initializer_id` | See the documentation of the 'kernel_initializer' parameter in the constructor of [`tfl.layers.KroneckerFactoredLattice`](../../tfl/layers/KroneckerFactoredLattice). |\n| `monotonicities` | See the documentation of the same parameter in the constructor of [`tfl.layers.KroneckerFactoredLattice`](../../tfl/layers/KroneckerFactoredLattice). |\n| `output_min` | See the documentation of the same parameter in the constructor of [`tfl.layers.KroneckerFactoredLattice`](../../tfl/layers/KroneckerFactoredLattice). |\n| `output_max` | See the documentation of the same parameter in the constructor of [`tfl.layers.KroneckerFactoredLattice`](../../tfl/layers/KroneckerFactoredLattice). |\n| `init_min` | None or lower bound of kernel initialization. If set, init_max must also be set. Ignored if kernel_initializer_id is a Keras object. |\n| `init_max` | None or upper bound of kernel initialization. If set, init_min must also be set. Ignored if kernel_initializer_id is a Keras object. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| The Keras initializer object for the [`tfl.layers.KroneckerFactoredLattice`](../../tfl/layers/KroneckerFactoredLattice) kernel variable. ||\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ------ ||\n|--------------|---------------------------------------|\n| `ValueError` | If only one of init_{min/max} is set. |\n\n\u003cbr /\u003e"]]
View source on GitHub