public final class
LoadTPUEmbeddingMomentumParametersGradAccumDebug
Load Momentum embedding parameters with debug support.
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 | LoadTPUEmbeddingMomentumParametersGradAccumDebug.Options | Optional attributes for LoadTPUEmbeddingMomentumParametersGradAccumDebug
|
|
Public Methods
| static LoadTPUEmbeddingMomentumParametersGradAccumDebug.Options |
config(String config)
|
| static LoadTPUEmbeddingMomentumParametersGradAccumDebug | |
| static LoadTPUEmbeddingMomentumParametersGradAccumDebug.Options |
tableId(Long tableId)
|
| static LoadTPUEmbeddingMomentumParametersGradAccumDebug.Options |
tableName(String tableName)
|
Inherited Methods
Public Methods
public static LoadTPUEmbeddingMomentumParametersGradAccumDebug create (Scope scope, Operand<Float> parameters, Operand<Float> momenta, Operand<Float> gradientAccumulators, Long numShards, Long shardId, Options... options)
Factory method to create a class wrapping a new LoadTPUEmbeddingMomentumParametersGradAccumDebug operation.
Parameters
| scope | current scope |
|---|---|
| parameters | Value of parameters used in the Momentum optimization algorithm. |
| momenta | Value of momenta used in the Momentum optimization algorithm. |
| gradientAccumulators | Value of gradient_accumulators used in the Momentum optimization algorithm. |
| options | carries optional attributes values |
Returns
- a new instance of LoadTPUEmbeddingMomentumParametersGradAccumDebug