Load MDL Adagrad Light embedding parameters.
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.
Nested Classes
class | LoadTPUEmbeddingMDLAdagradLightParameters.Options |
Optional attributes for
LoadTPUEmbeddingMDLAdagradLightParameters
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Public Methods
static LoadTPUEmbeddingMDLAdagradLightParameters.Options |
config
(String config)
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static LoadTPUEmbeddingMDLAdagradLightParameters | |
static LoadTPUEmbeddingMDLAdagradLightParameters.Options |
tableId
(Long tableId)
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static LoadTPUEmbeddingMDLAdagradLightParameters.Options |
tableName
(String tableName)
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Inherited Methods
Public Methods
public static LoadTPUEmbeddingMDLAdagradLightParameters create ( Scope scope, Operand <Float> parameters, Operand <Float> accumulators, Operand <Float> weights, Operand <Float> benefits, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingMDLAdagradLightParameters operation.
Parameters
scope | current scope |
---|---|
parameters | Value of parameters used in the MDL Adagrad Light optimization algorithm. |
accumulators | Value of accumulators used in the MDL Adagrad Light optimization algorithm. |
weights | Value of weights used in the MDL Adagrad Light optimization algorithm. |
benefits | Value of benefits used in the MDL Adagrad Light optimization algorithm. |
options | carries optional attributes values |
Returns
- a new instance of LoadTPUEmbeddingMDLAdagradLightParameters