public final class
RetrieveTPUEmbeddingMDLAdagradLightParameters
Retrieve MDL Adagrad Light embedding parameters.
An op that retrieves optimization parameters from embedding to host memory. Must be preceded by a ConfigureTPUEmbeddingHost op that sets up the correct embedding table configuration. For example, this op is used to retrieve updated parameters before saving a checkpoint.
Nested Classes
| class | RetrieveTPUEmbeddingMDLAdagradLightParameters.Options | Optional attributes for RetrieveTPUEmbeddingMDLAdagradLightParameters
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Public Methods
| Output<Float> |
accumulators()
Parameter accumulators updated by the MDL Adagrad Light optimization algorithm.
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| Output<Float> |
benefits()
Parameter benefits updated by the MDL Adagrad Light optimization algorithm.
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| static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options |
config(String config)
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| static RetrieveTPUEmbeddingMDLAdagradLightParameters |
create(Scope scope, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new RetrieveTPUEmbeddingMDLAdagradLightParameters operation.
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| Output<Float> |
parameters()
Parameter parameters updated by the MDL Adagrad Light optimization algorithm.
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| static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options |
tableId(Long tableId)
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| static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options |
tableName(String tableName)
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| Output<Float> |
weights()
Parameter weights updated by the MDL Adagrad Light optimization algorithm.
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Inherited Methods
Public Methods
public Output<Float> accumulators ()
Parameter accumulators updated by the MDL Adagrad Light optimization algorithm.
public Output<Float> benefits ()
Parameter benefits updated by the MDL Adagrad Light optimization algorithm.
public static RetrieveTPUEmbeddingMDLAdagradLightParameters create (Scope scope, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new RetrieveTPUEmbeddingMDLAdagradLightParameters operation.
Parameters
| scope | current scope |
|---|---|
| options | carries optional attributes values |
Returns
- a new instance of RetrieveTPUEmbeddingMDLAdagradLightParameters
public Output<Float> parameters ()
Parameter parameters updated by the MDL Adagrad Light optimization algorithm.
public Output<Float> weights ()
Parameter weights updated by the MDL Adagrad Light optimization algorithm.