public final class
LoadTPUEmbeddingCenteredRMSPropParameters
Load centered 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 | LoadTPUEmbeddingCenteredRMSPropParameters.Options | Optional attributes for LoadTPUEmbeddingCenteredRMSPropParameters
|
|
Constants
| String | OP_NAME | The name of this op, as known by TensorFlow core engine |
Public Methods
| static LoadTPUEmbeddingCenteredRMSPropParameters.Options |
config(String config)
|
| static LoadTPUEmbeddingCenteredRMSPropParameters | |
| static LoadTPUEmbeddingCenteredRMSPropParameters.Options |
tableId(Long tableId)
|
| static LoadTPUEmbeddingCenteredRMSPropParameters.Options |
tableName(String tableName)
|
Inherited Methods
Constants
public static final String OP_NAME
The name of this op, as known by TensorFlow core engine
Constant Value:
"LoadTPUEmbeddingCenteredRMSPropParameters"
Public Methods
public static LoadTPUEmbeddingCenteredRMSPropParameters create (Scope scope, Operand<TFloat32> parameters, Operand<TFloat32> ms, Operand<TFloat32> mom, Operand<TFloat32> mg, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingCenteredRMSPropParameters operation.
Parameters
| scope | current scope |
|---|---|
| parameters | Value of parameters used in the centered RMSProp optimization algorithm. |
| ms | Value of ms used in the centered RMSProp optimization algorithm. |
| mom | Value of mom used in the centered RMSProp optimization algorithm. |
| mg | Value of mg used in the centered RMSProp optimization algorithm. |
| options | carries optional attributes values |
Returns
- a new instance of LoadTPUEmbeddingCenteredRMSPropParameters