BaseInitializer
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Known Direct Subclasses
Constant<T extends TType> |
Initializer that generates tensors with a constant value. |
Identity<T extends TFloating> |
Initializer that generates the identity matrix. |
Ones<T extends TType> |
Initializer that generates tensors initialized to 1. |
Orthogonal<T extends TFloating> |
Initializer that generates an orthogonal matrix. |
RandomNormal<T extends TFloating> |
Initializer that generates tensors with a normal distribution. |
RandomUniform<T extends TNumber> |
Initializer that generates tensors with a uniform distribution. |
TruncatedNormal<T extends TFloating> |
Initializer that generates a truncated normal distribution. |
VarianceScaling<T extends TFloating> |
Initializer capable of adapting its scale to the shape of weights tensors. |
Zeros<T extends TType> |
Creates an Initializer that sets all values to zero. |
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Known Indirect Subclasses
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Abstract base class for all Initializers
Public Methods
Ops
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getTF()
Gets the TensorFlow Ops
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Inherited Methods
From class
java.lang.Object
boolean
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equals(Object arg0)
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final
Class<?>
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getClass()
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int
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hashCode()
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final
void
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notify()
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final
void
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notifyAll()
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String
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toString()
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final
void
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wait(long arg0, int arg1)
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final
void
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wait(long arg0)
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final
void
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wait()
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Last updated 2021-11-29 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 2021-11-29 UTC."],[],[],null,["# BaseInitializer\n\npublic abstract class **BaseInitializer** \n\n|---|---|---|\n| Known Direct Subclasses [Constant](/jvm/api_docs/java/org/tensorflow/framework/initializers/Constant)\\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e, [Identity](/jvm/api_docs/java/org/tensorflow/framework/initializers/Identity)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e, [Ones](/jvm/api_docs/java/org/tensorflow/framework/initializers/Ones)\\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e, [Orthogonal](/jvm/api_docs/java/org/tensorflow/framework/initializers/Orthogonal)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e, [RandomNormal](/jvm/api_docs/java/org/tensorflow/framework/initializers/RandomNormal)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e, [RandomUniform](/jvm/api_docs/java/org/tensorflow/framework/initializers/RandomUniform)\\\u003cT extends [TNumber](/jvm/api_docs/java/org/tensorflow/types/family/TNumber)\\\u003e, [TruncatedNormal](/jvm/api_docs/java/org/tensorflow/framework/initializers/TruncatedNormal)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e, [VarianceScaling](/jvm/api_docs/java/org/tensorflow/framework/initializers/VarianceScaling)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e, [Zeros](/jvm/api_docs/java/org/tensorflow/framework/initializers/Zeros)\\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e |--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------| | [Constant](/jvm/api_docs/java/org/tensorflow/framework/initializers/Constant)\\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e | Initializer that generates tensors with a constant value. | | [Identity](/jvm/api_docs/java/org/tensorflow/framework/initializers/Identity)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e | Initializer that generates the identity matrix. | | [Ones](/jvm/api_docs/java/org/tensorflow/framework/initializers/Ones)\\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e | Initializer that generates tensors initialized to 1. | | [Orthogonal](/jvm/api_docs/java/org/tensorflow/framework/initializers/Orthogonal)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e | Initializer that generates an orthogonal matrix. | | [RandomNormal](/jvm/api_docs/java/org/tensorflow/framework/initializers/RandomNormal)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e | Initializer that generates tensors with a normal distribution. | | [RandomUniform](/jvm/api_docs/java/org/tensorflow/framework/initializers/RandomUniform)\\\u003cT extends [TNumber](/jvm/api_docs/java/org/tensorflow/types/family/TNumber)\\\u003e | Initializer that generates tensors with a uniform distribution. | | [TruncatedNormal](/jvm/api_docs/java/org/tensorflow/framework/initializers/TruncatedNormal)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e | Initializer that generates a truncated normal distribution. | | [VarianceScaling](/jvm/api_docs/java/org/tensorflow/framework/initializers/VarianceScaling)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e | Initializer capable of adapting its scale to the shape of weights tensors. | | [Zeros](/jvm/api_docs/java/org/tensorflow/framework/initializers/Zeros)\\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e | Creates an Initializer that sets all values to zero. | |||\n\n|---|---|---|\n| Known Indirect Subclasses [Glorot](/jvm/api_docs/java/org/tensorflow/framework/initializers/Glorot)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e, [He](/jvm/api_docs/java/org/tensorflow/framework/initializers/He)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e, [LeCun](/jvm/api_docs/java/org/tensorflow/framework/initializers/LeCun)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e |--------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------| | [Glorot](/jvm/api_docs/java/org/tensorflow/framework/initializers/Glorot)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e | The Glorot initializer, also called Xavier initializer. | | [He](/jvm/api_docs/java/org/tensorflow/framework/initializers/He)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e | He initializer. | | [LeCun](/jvm/api_docs/java/org/tensorflow/framework/initializers/LeCun)\\\u003cT extends [TFloating](/jvm/api_docs/java/org/tensorflow/types/family/TFloating)\\\u003e | LeCun normal initializer. | |||\n\nAbstract base class for all Initializers \n\n### Public Methods\n\n|-----|---------------------------------------------------------------------------------------------------------------------|\n| Ops | [getTF](/jvm/api_docs/java/org/tensorflow/framework/initializers/BaseInitializer#getTF())() Gets the TensorFlow Ops |\n\n### Inherited Methods\n\nFrom class java.lang.Object \n\n|------------------|---------------------------|\n| boolean | equals(Object arg0) |\n| final Class\\\u003c?\\\u003e | getClass() |\n| int | hashCode() |\n| final void | notify() |\n| final void | notifyAll() |\n| String | toString() |\n| final void | wait(long arg0, int arg1) |\n| final void | wait(long arg0) |\n| final void | wait() |\n\nFrom interface [org.tensorflow.framework.initializers.Initializer](/jvm/api_docs/java/org/tensorflow/framework/initializers/Initializer) \n\n|--------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| abstract [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e | [call](/jvm/api_docs/java/org/tensorflow/framework/initializers/Initializer#call(org.tensorflow.Operand\u003corg.tensorflow.types.TInt64\u003e, java.lang.Class\u003cT\u003e))([Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c[TInt64](/jvm/api_docs/java/org/tensorflow/types/TInt64)\\\u003e dims, Class\\\u003cT\\\u003e type) Generates the operation used to perform the initialization. |\n\nPublic Methods\n--------------\n\n#### public Ops\n**getTF**\n()\n\nGets the TensorFlow Ops \n\n##### Returns\n\n- the TensorFlow Ops"]]