Initializer
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Known Indirect Subclasses
BaseInitializer<T extends TType>,
Constant<T extends TType>,
Glorot<T extends TFloating>,
He<T extends TFloating>,
Identity<T extends TFloating>,
LeCun<T extends TFloating>,
Ones<T extends TType>,
Orthogonal<T extends TFloating>,
RandomNormal<T extends TFloating>,
RandomUniform<T extends TNumber>,
TruncatedNormal<T extends TFloating>,
VarianceScaling<T extends TFloating>,
Zeros<T extends TType>
|
An interface for Initializers
Public Methods
abstract
Operand<T>
|
call( Operand< TInt64> dims, Class<T> type)
Generates the operation used to perform the initialization.
|
Public Methods
public
abstract
Operand<T>
call
(Operand<TInt64> dims, Class<T> type)
Generates the operation used to perform the initialization.
Parameters
dims |
the shape dimensions |
type |
the type of tensor |
Returns
- An operand for the initialization.
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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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2021-11-29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,["# Initializer\n\npublic interface **Initializer** \n\n|---|---|---|\n| Known Indirect Subclasses [BaseInitializer](/jvm/api_docs/java/org/tensorflow/framework/initializers/BaseInitializer)\\\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, [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, [Identity](/jvm/api_docs/java/org/tensorflow/framework/initializers/Identity)\\\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, [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 |--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------| | [BaseInitializer](/jvm/api_docs/java/org/tensorflow/framework/initializers/BaseInitializer)\\\u003cT extends [TType](/jvm/api_docs/java/org/tensorflow/types/family/TType)\\\u003e | Abstract base class for all Initializers | | [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. | | [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. | | [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. | | [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. | | [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\nAn interface for Initializers \n\n### Public Methods\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 abstract [Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003cT\\\u003e\n**call**\n([Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c[TInt64](/jvm/api_docs/java/org/tensorflow/types/TInt64)\\\u003e dims, Class\\\u003cT\\\u003e type)\n\nGenerates the operation used to perform the initialization. \n\n##### Parameters\n\n| dims | the shape dimensions |\n| type | the type of tensor |\n|------|----------------------|\n\n##### Returns\n\n- An operand for the initialization."]]