org.tensorflow.op.core

Class LoadTPUEmbeddingFTRLParametersGradAccumDebug

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.LoadTPUEmbeddingFTRLParametersGradAccumDebug

All Implemented Interfaces:

Op

public final class LoadTPUEmbeddingFTRLParametersGradAccumDebug
extends PrimitiveOp

Load FTRL embedding parameters with debug support.

An op that loads optimization parameters into HBM for embedding. Must be preceded by a ConfigureTPUEmbeddingHost op that sets up the correct embedding table configuration. For example, this op is used to install parameters that are loaded from a checkpoint before a training loop is executed.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	LoadTPUEmbeddingFTRLParametersGradAccumDebug.Options Optional attributes for LoadTPUEmbeddingFTRLParametersGradAccumDebug

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
static LoadTPUEmbeddingFTRLParametersGradAccumDebug	create(Scope scope, Operand<Float> parameters, Operand<Float> accumulators, Operand<Float> linears, Operand<Float> gradientAccumulators, Long numShards, Long shardId, LoadTPUEmbeddingFTRLParametersGradAccumDebug.Options... options) Factory method to create a class wrapping a new LoadTPUEmbeddingFTRLParametersGradAccumDebug operation.
static LoadTPUEmbeddingFTRLParametersGradAccumDebug.Options	tableId(Long tableId)
static LoadTPUEmbeddingFTRLParametersGradAccumDebug.Options	tableName(String tableName)

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static LoadTPUEmbeddingFTRLParametersGradAccumDebug create(Scope scope,
                                                                  Operand<Float> parameters,
                                                                  Operand<Float> accumulators,
                                                                  Operand<Float> linears,
                                                                  Operand<Float> gradientAccumulators,
                                                                  Long numShards,
                                                                  Long shardId,
                                                                  LoadTPUEmbeddingFTRLParametersGradAccumDebug.Options... options)

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

Parameters:

scope - current scope

parameters - Value of parameters used in the FTRL optimization algorithm.

accumulators - Value of accumulators used in the FTRL optimization algorithm.

linears - Value of linears used in the FTRL optimization algorithm.

gradientAccumulators - Value of gradient_accumulators used in the FTRL optimization algorithm.

numShards -

shardId -

options - carries optional attributes values

Returns:

a new instance of LoadTPUEmbeddingFTRLParametersGradAccumDebug

tableId

public static LoadTPUEmbeddingFTRLParametersGradAccumDebug.Options tableId(Long tableId)

Parameters:

tableId -

tableName

public static LoadTPUEmbeddingFTRLParametersGradAccumDebug.Options tableName(String tableName)

Parameters:

tableName -