public final class LoadTPUEmbeddingFTRLParameters 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 |
LoadTPUEmbeddingFTRLParameters.Options
Optional attributes for
LoadTPUEmbeddingFTRLParameters |
operation
Modifier and Type | Method and Description |
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static LoadTPUEmbeddingFTRLParameters |
create(Scope scope,
Operand<Float> parameters,
Operand<Float> accumulators,
Operand<Float> linears,
Long numShards,
Long shardId,
LoadTPUEmbeddingFTRLParameters.Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingFTRLParameters operation.
|
static LoadTPUEmbeddingFTRLParameters.Options |
tableId(Long tableId) |
static LoadTPUEmbeddingFTRLParameters.Options |
tableName(String tableName) |
equals, hashCode, op, toString
public static LoadTPUEmbeddingFTRLParameters create(Scope scope, Operand<Float> parameters, Operand<Float> accumulators, Operand<Float> linears, Long numShards, Long shardId, LoadTPUEmbeddingFTRLParameters.Options... options)
scope
- current scopeparameters
- 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.numShards
- shardId
- options
- carries optional attributes valuespublic static LoadTPUEmbeddingFTRLParameters.Options tableId(Long tableId)
tableId
- public static LoadTPUEmbeddingFTRLParameters.Options tableName(String tableName)
tableName
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