XlaSparseDenseMatmulGradWithSgdAndCsrInput

public final class XlaSparseDenseMatmulGradWithSgdAndCsrInput

Nested Classes

class XlaSparseDenseMatmulGradWithSgdAndCsrInput.Options Optional attributes for XlaSparseDenseMatmulGradWithSgdAndCsrInput  

Public Methods

Output<Float>
asOutput()
Returns the symbolic handle of a tensor.
static XlaSparseDenseMatmulGradWithSgdAndCsrInput.Options
clipWeightMax(Float clipWeightMax)
static XlaSparseDenseMatmulGradWithSgdAndCsrInput.Options
clipWeightMin(Float clipWeightMin)
static XlaSparseDenseMatmulGradWithSgdAndCsrInput
create(Scope scope, Operand<Integer> rowPointers, Operand<Integer> sortedSampleIds, Operand<Integer> sortedTokenIds, Operand<Float> sortedGains, Operand<Float> activationGradients, Operand<Float> learningRate, Operand<Float> embeddingTable, Operand<Integer> numMinibatchesPerPhysicalSparseCore, String tableName, Options... options)
Factory method to create a class wrapping a new XlaSparseDenseMatmulGradWithSgdAndCsrInput operation.
Output<Float>
updatedEmbeddingTable()

Inherited Methods

Public Methods

public Output<Float> asOutput ()

Returns the symbolic handle of a 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.

public static XlaSparseDenseMatmulGradWithSgdAndCsrInput.Options clipWeightMax (Float clipWeightMax)

public static XlaSparseDenseMatmulGradWithSgdAndCsrInput.Options clipWeightMin (Float clipWeightMin)

public static XlaSparseDenseMatmulGradWithSgdAndCsrInput create (Scope scope, Operand<Integer> rowPointers, Operand<Integer> sortedSampleIds, Operand<Integer> sortedTokenIds, Operand<Float> sortedGains, Operand<Float> activationGradients, Operand<Float> learningRate, Operand<Float> embeddingTable, Operand<Integer> numMinibatchesPerPhysicalSparseCore, String tableName, Options... options)

Factory method to create a class wrapping a new XlaSparseDenseMatmulGradWithSgdAndCsrInput operation.

Parameters
scope current scope
options carries optional attributes values
Returns
  • a new instance of XlaSparseDenseMatmulGradWithSgdAndCsrInput

public Output<Float> updatedEmbeddingTable ()