public final class LoadTPUEmbeddingMDLAdagradLightParameters extends PrimitiveOp
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.
Modifier and Type | Class and Description |
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static class |
LoadTPUEmbeddingMDLAdagradLightParameters.Options
Optional attributes for
LoadTPUEmbeddingMDLAdagradLightParameters |
operation
Modifier and Type | Method and Description |
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static LoadTPUEmbeddingMDLAdagradLightParameters |
create(Scope scope,
Operand<Float> parameters,
Operand<Float> accumulators,
Operand<Float> weights,
Operand<Float> benefits,
Long numShards,
Long shardId,
LoadTPUEmbeddingMDLAdagradLightParameters.Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingMDLAdagradLightParameters operation.
|
static LoadTPUEmbeddingMDLAdagradLightParameters.Options |
tableId(Long tableId) |
static LoadTPUEmbeddingMDLAdagradLightParameters.Options |
tableName(String tableName) |
equals, hashCode, op, toString
public static LoadTPUEmbeddingMDLAdagradLightParameters create(Scope scope, Operand<Float> parameters, Operand<Float> accumulators, Operand<Float> weights, Operand<Float> benefits, Long numShards, Long shardId, LoadTPUEmbeddingMDLAdagradLightParameters.Options... options)
scope
- current scopeparameters
- Value of parameters used in the MDL Adagrad Light optimization algorithm.accumulators
- Value of accumulators used in the MDL Adagrad Light optimization algorithm.weights
- Value of weights used in the MDL Adagrad Light optimization algorithm.benefits
- Value of benefits used in the MDL Adagrad Light optimization algorithm.numShards
- shardId
- options
- carries optional attributes valuespublic static LoadTPUEmbeddingMDLAdagradLightParameters.Options tableId(Long tableId)
tableId
- public static LoadTPUEmbeddingMDLAdagradLightParameters.Options tableName(String tableName)
tableName
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