Class XlaSparseDenseMatmulGradWithSgdAndCsrInput
java.lang.Object
org.tensorflow.op.RawOp
org.tensorflow.op.xla.XlaSparseDenseMatmulGradWithSgdAndCsrInput
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Nested Class Summary
Nested ClassesModifier and TypeClassDescriptionstatic classstatic classOptional attributes forXlaSparseDenseMatmulGradWithSgdAndCsrInput -
Field Summary
FieldsModifier and TypeFieldDescriptionstatic final StringThe name of this op, as known by TensorFlow core engine -
Constructor Summary
Constructors -
Method Summary
Modifier and TypeMethodDescriptionasOutput()Returns the symbolic handle of the tensor.clipWeightMax(Float clipWeightMax) Sets the clipWeightMax option.clipWeightMin(Float clipWeightMin) Sets the clipWeightMin option.create(Scope scope, Operand<TInt32> rowPointers, Operand<TInt32> sortedSampleIds, Operand<TInt32> sortedTokenIds, Operand<TFloat32> sortedGains, Operand<TFloat32> activationGradients, Operand<TFloat32> learningRate, Operand<TFloat32> embeddingTable, Operand<TInt32> numMinibatchesPerPhysicalSparseCore, String tableName, XlaSparseDenseMatmulGradWithSgdAndCsrInput.Options... options) Factory method to create a class wrapping a new XlaSparseDenseMatmulGradWithSgdAndCsrInput operation.Gets updatedEmbeddingTable.
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Field Details
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OP_NAME
The name of this op, as known by TensorFlow core engine- See Also:
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Constructor Details
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XlaSparseDenseMatmulGradWithSgdAndCsrInput
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Method Details
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create
@Endpoint(describeByClass=true) public static XlaSparseDenseMatmulGradWithSgdAndCsrInput create(Scope scope, Operand<TInt32> rowPointers, Operand<TInt32> sortedSampleIds, Operand<TInt32> sortedTokenIds, Operand<TFloat32> sortedGains, Operand<TFloat32> activationGradients, Operand<TFloat32> learningRate, Operand<TFloat32> embeddingTable, Operand<TInt32> numMinibatchesPerPhysicalSparseCore, String tableName, XlaSparseDenseMatmulGradWithSgdAndCsrInput.Options... options) Factory method to create a class wrapping a new XlaSparseDenseMatmulGradWithSgdAndCsrInput operation.- Parameters:
scope- current scoperowPointers- The rowPointers valuesortedSampleIds- The sortedSampleIds valuesortedTokenIds- The sortedTokenIds valuesortedGains- The sortedGains valueactivationGradients- The activationGradients valuelearningRate- The learningRate valueembeddingTable- The embeddingTable valuenumMinibatchesPerPhysicalSparseCore- The numMinibatchesPerPhysicalSparseCore valuetableName- The value of the tableName attributeoptions- carries optional attribute values- Returns:
- a new instance of XlaSparseDenseMatmulGradWithSgdAndCsrInput
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clipWeightMin
Sets the clipWeightMin option.- Parameters:
clipWeightMin- the clipWeightMin option- Returns:
- this Options instance.
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clipWeightMax
Sets the clipWeightMax option.- Parameters:
clipWeightMax- the clipWeightMax option- Returns:
- this Options instance.
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updatedEmbeddingTable
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asOutput
Description copied from interface:OperandReturns the symbolic handle of the tensor.Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.
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