XlaSparseDenseMatmulGradWithAdamAndCsrInput

public final class XlaSparseDenseMatmulGradWithAdamAndCsrInput

Nested Classes

class XlaSparseDenseMatmulGradWithAdamAndCsrInput.Options Optional attributes for XlaSparseDenseMatmulGradWithAdamAndCsrInput  

Public Methods

static XlaSparseDenseMatmulGradWithAdamAndCsrInput.Options
clipWeightMax(Float clipWeightMax)
static XlaSparseDenseMatmulGradWithAdamAndCsrInput.Options
clipWeightMin(Float clipWeightMin)
static XlaSparseDenseMatmulGradWithAdamAndCsrInput
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<Float> momenta, Operand<Float> velocity, Operand<Integer> numMinibatchesPerPhysicalSparseCore, Boolean useSumInsideSqrt, Float beta1, Float beta2, Float epsilon, String tableName, Options... options)
Factory method to create a class wrapping a new XlaSparseDenseMatmulGradWithAdamAndCsrInput operation.
Output<Float>
updatedEmbeddingTable()
Output<Float>
updatedMomenta()
Output<Float>
updatedVelocity()

Inherited Methods

Public Methods

public static XlaSparseDenseMatmulGradWithAdamAndCsrInput.Options clipWeightMax (Float clipWeightMax)

public static XlaSparseDenseMatmulGradWithAdamAndCsrInput.Options clipWeightMin (Float clipWeightMin)

public static XlaSparseDenseMatmulGradWithAdamAndCsrInput 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<Float> momenta, Operand<Float> velocity, Operand<Integer> numMinibatchesPerPhysicalSparseCore, Boolean useSumInsideSqrt, Float beta1, Float beta2, Float epsilon, String tableName, Options... options)

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

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

public Output<Float> updatedEmbeddingTable ()

public Output<Float> updatedMomenta ()

public Output<Float> updatedVelocity ()