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.
|
| Output <Float> |
benefits
()
Parameter benefits updated by the MDL Adagrad Light optimization algorithm.
|
| static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options |
config
(String config)
|
| static RetrieveTPUEmbeddingMDLAdagradLightParameters |
create
(
Scope
scope, Long numShards, Long shardId,
Options...
options)
Factory method to create a class wrapping a new RetrieveTPUEmbeddingMDLAdagradLightParameters operation.
|
| Output <Float> |
parameters
()
Parameter parameters updated by the MDL Adagrad Light optimization algorithm.
|
| static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options |
tableId
(Long tableId)
|
| static RetrieveTPUEmbeddingMDLAdagradLightParameters.Options |
tableName
(String tableName)
|
| Output <Float> |
weights
()
Parameter weights updated by the MDL Adagrad Light optimization algorithm.
|
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.