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