public final class
LoadTPUEmbeddingFTRLParameters
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
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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
| boolean |
equals(Object arg0)
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| final Class<?> |
getClass()
|
| int |
hashCode()
|
| final void |
notify()
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| final void |
notifyAll()
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| String |
toString()
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| final void |
wait(long arg0, int arg1)
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| final void |
wait(long arg0)
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| final void |
wait()
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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