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