XlaSparseDenseMatmulGradWithFtrlAndCsrInput

public final class XlaSparseDenseMatmulGradWithFtrlAndCsrInput

Nested Classes

class XlaSparseDenseMatmulGradWithFtrlAndCsrInput.Options Optional attributes for XlaSparseDenseMatmulGradWithFtrlAndCsrInput  

Public Methods

static XlaSparseDenseMatmulGradWithFtrlAndCsrInput.Options
clipWeightMax(Float clipWeightMax)
static XlaSparseDenseMatmulGradWithFtrlAndCsrInput.Options
clipWeightMin(Float clipWeightMin)
static XlaSparseDenseMatmulGradWithFtrlAndCsrInput
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> accumulator, Operand<Float> linear, Operand<Integer> numMinibatchesPerPhysicalSparseCore, Boolean multiplyLinearByLearningRate, Float beta, Float learningRatePower, Float l1RegularizationStrength, Float l2RegularizationStrength, String tableName, Options... options)
Factory method to create a class wrapping a new XlaSparseDenseMatmulGradWithFtrlAndCsrInput operation.
Output<Float>
updatedAccumulator()
Output<Float>
updatedEmbeddingTable()
Output<Float>
updatedLinear()

Inherited Methods

Public Methods

public static XlaSparseDenseMatmulGradWithFtrlAndCsrInput.Options clipWeightMax (Float clipWeightMax)

public static XlaSparseDenseMatmulGradWithFtrlAndCsrInput.Options clipWeightMin (Float clipWeightMin)

public static XlaSparseDenseMatmulGradWithFtrlAndCsrInput 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> accumulator, Operand<Float> linear, Operand<Integer> numMinibatchesPerPhysicalSparseCore, Boolean multiplyLinearByLearningRate, Float beta, Float learningRatePower, Float l1RegularizationStrength, Float l2RegularizationStrength, String tableName, Options... options)

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

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

public Output<Float> updatedAccumulator ()

public Output<Float> updatedEmbeddingTable ()

public Output<Float> updatedLinear ()