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