public final class LoadTPUEmbeddingCenteredRMSPropParameters 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 |
LoadTPUEmbeddingCenteredRMSPropParameters.Options
Optional attributes for
LoadTPUEmbeddingCenteredRMSPropParameters |
operation
Modifier and Type | Method and Description |
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static LoadTPUEmbeddingCenteredRMSPropParameters |
create(Scope scope,
Operand<Float> parameters,
Operand<Float> ms,
Operand<Float> mom,
Operand<Float> mg,
Long numShards,
Long shardId,
LoadTPUEmbeddingCenteredRMSPropParameters.Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingCenteredRMSPropParameters operation.
|
static LoadTPUEmbeddingCenteredRMSPropParameters.Options |
tableId(Long tableId) |
static LoadTPUEmbeddingCenteredRMSPropParameters.Options |
tableName(String tableName) |
equals, hashCode, op, toString
public static LoadTPUEmbeddingCenteredRMSPropParameters create(Scope scope, Operand<Float> parameters, Operand<Float> ms, Operand<Float> mom, Operand<Float> mg, Long numShards, Long shardId, LoadTPUEmbeddingCenteredRMSPropParameters.Options... options)
scope
- current scopeparameters
- Value of parameters used in the centered RMSProp optimization algorithm.ms
- Value of ms used in the centered RMSProp optimization algorithm.mom
- Value of mom used in the centered RMSProp optimization algorithm.mg
- Value of mg used in the centered RMSProp optimization algorithm.numShards
- shardId
- options
- carries optional attributes valuespublic static LoadTPUEmbeddingCenteredRMSPropParameters.Options tableId(Long tableId)
tableId
- public static LoadTPUEmbeddingCenteredRMSPropParameters.Options tableName(String tableName)
tableName
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