fccc0ae3f8
Initializer classes are fundamentally Keras objects (e.g. featuring Keras serialization logic), that were implemented in the TF codebase because of technical details. This meant that the docstrings were disconnected from Keras usage and signatures could not conform to Keras defaults. For instance, the docstring for `tf.keras.initializers.Zeros()` would show examples using `tf.zeros_initializer()`, which made no sense. We are keeping the logic in TF (to avoid code redundancy), but moving class definitions to Keras. Benefits: - Docstrings now corresponding to the objects in `tf.keras.initializers` and show Keras use cases. - Call signature now defaults `dtype` to `floatx()`. - Class names stay the same independently of TF version (e.g. keras.initializers.RandomNormal.__name__ == 'RandomNormal', not 'RandomNormalV2'). - Various edge cases surrounding classes aliased to functions are now fixed (lecun_uniform & friends). PiperOrigin-RevId: 303156255 Change-Id: Idf4171e12e6a9afe231eb38892737d603bcbb851
120 lines
2.1 KiB
Plaintext
120 lines
2.1 KiB
Plaintext
path: "tensorflow.keras.initializers"
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tf_module {
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member {
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name: "Constant"
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mtype: "<type \'type\'>"
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}
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member {
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name: "Identity"
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mtype: "<type \'type\'>"
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}
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member {
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name: "Initializer"
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mtype: "<type \'type\'>"
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}
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member {
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name: "Ones"
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mtype: "<type \'type\'>"
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}
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member {
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name: "Orthogonal"
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mtype: "<type \'type\'>"
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}
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member {
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name: "RandomNormal"
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mtype: "<type \'type\'>"
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}
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member {
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name: "RandomUniform"
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mtype: "<type \'type\'>"
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}
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member {
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name: "TruncatedNormal"
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mtype: "<type \'type\'>"
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}
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member {
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name: "VarianceScaling"
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mtype: "<type \'type\'>"
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}
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member {
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name: "Zeros"
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mtype: "<type \'type\'>"
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}
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member {
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name: "constant"
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mtype: "<type \'type\'>"
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}
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member {
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name: "glorot_normal"
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mtype: "<type \'type\'>"
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}
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member {
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name: "glorot_uniform"
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mtype: "<type \'type\'>"
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}
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member {
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name: "he_normal"
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mtype: "<type \'type\'>"
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}
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member {
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name: "he_uniform"
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mtype: "<type \'type\'>"
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}
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member {
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name: "identity"
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mtype: "<type \'type\'>"
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}
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member {
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name: "lecun_normal"
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mtype: "<type \'type\'>"
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}
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member {
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name: "lecun_uniform"
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mtype: "<type \'type\'>"
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}
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member {
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name: "normal"
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mtype: "<type \'type\'>"
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}
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member {
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name: "ones"
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mtype: "<type \'type\'>"
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}
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member {
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name: "orthogonal"
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mtype: "<type \'type\'>"
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}
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member {
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name: "random_normal"
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mtype: "<type \'type\'>"
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}
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member {
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name: "random_uniform"
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mtype: "<type \'type\'>"
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}
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member {
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name: "truncated_normal"
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mtype: "<type \'type\'>"
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}
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member {
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name: "uniform"
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mtype: "<type \'type\'>"
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}
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member {
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name: "zeros"
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mtype: "<type \'type\'>"
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}
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member_method {
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name: "deserialize"
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argspec: "args=[\'config\', \'custom_objects\'], varargs=None, keywords=None, defaults=[\'None\'], "
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}
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member_method {
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name: "get"
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argspec: "args=[\'identifier\'], varargs=None, keywords=None, defaults=None"
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}
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member_method {
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name: "serialize"
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argspec: "args=[\'initializer\'], varargs=None, keywords=None, defaults=None"
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}
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}
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