Load RMSProp 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 | LoadTPUEmbeddingRMSPropParameters.Options |
Optional attributes for
LoadTPUEmbeddingRMSPropParameters
|
Public Methods
static LoadTPUEmbeddingRMSPropParameters.Options |
config
(String config)
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static LoadTPUEmbeddingRMSPropParameters | |
static LoadTPUEmbeddingRMSPropParameters.Options |
tableId
(Long tableId)
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static LoadTPUEmbeddingRMSPropParameters.Options |
tableName
(String tableName)
|
Inherited Methods
Public Methods
public static LoadTPUEmbeddingRMSPropParameters create ( Scope scope, Operand <Float> parameters, Operand <Float> ms, Operand <Float> mom, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingRMSPropParameters operation.
Parameters
scope | current scope |
---|---|
parameters | Value of parameters used in the RMSProp optimization algorithm. |
ms | Value of ms used in the RMSProp optimization algorithm. |
mom | Value of mom used in the RMSProp optimization algorithm. |
options | carries optional attributes values |
Returns
- a new instance of LoadTPUEmbeddingRMSPropParameters