Base parameter of the Sum of functions algorithm.
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Constructs the parameter for SGD algorithm
- Parameters
-
context | Context to manage the parameter for SGD algorithm |
Constructs the parameter for SGD algorithm
- Parameters
-
context | Context to manage the SGD algorithm |
cObject | Pointer to C++ implementation of the parameter |
Gets the numeric table that represents 32 bit integer indices of terms in the objective function. If no indices are provided, the implementation will generate random indices.
- Returns
- The numeric table that represents 32 bit integer indices of terms in the objective function. If no indices are provided, the implementation will generate random indices.
Gets the numeric table that contains values of the learning rate sequence
- Returns
- The numeric table that contains values of the learning rate sequence
- Deprecated:
- This item will be removed in a future release.
Gets the seed for random generation of 32 bit integer indices of terms in the objective function.
- Returns
- The seed for random generation of 32 bit integer indices of terms in the objective function.
The numeric table that represents 32 bit integer indices of terms in the objective function. If no indices are provided, the implementation will generate random indices.
- Parameters
-
batchIndices | The numeric table that represents 32 bit integer indices of terms in the objective function. If no indices are provided, the implementation will generate random indices. |
Sets the engine to be used by the algorithm
- Parameters
-
engine | to be used by the algorithm |
void setLearningRateSequence |
( |
NumericTable |
learningRateSequence | ) |
|
Sets the numeric table that contains values of the learning rate sequence
- Parameters
-
learningRateSequence | The numeric table that contains values of the learning rate sequence |
- Deprecated:
- This item will be removed in a future release.
Sets the seed for random generation of 32 bit integer indices of terms in the objective function.
- Parameters
-
seed | The seed for random generation of 32 bit integer indices of terms in the objective function. |
The documentation for this class was generated from the following file:
- optimization_solver/sgd/BaseParameter.java