Provides methods for neural network model-based training in the batch processing mode.
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Constructs neural network model-based training object
- Parameters
-
context | Context to manage the neural network training object |
cls | Data type to use in intermediate computations for the neural network, Double.class or Float.class |
method | Neural network computation method, TrainingMethod |
optimizationSolver | Optimization solver |
Constructs neural network model-based training object with default computation method
- Parameters
-
context | Context to manage the neural network training object |
cls | Data type to use in intermediate computations for the neural network, Double.class or Float.class |
optimizationSolver | Optimization solver |
Constructs neural network model-based training object with Float data type used for intermediate computations and default computation method
- Parameters
-
context | Context to manage the neural network training object |
optimizationSolver | Optimization solver |
Constructs neural network by copying input objects and parameters of another neural network
- Parameters
-
context | Context to manage the neural network |
other | A neural network to be used as the source to initialize the input objects and parameters of the neural network |
Returns the newly allocated neural network with a copy of input objects and parameters of this neural network
- Parameters
-
context | Context to manage the neural network |
- Returns
- The newly allocated neural network
Runs the neural network in the batch processing mode
- Returns
- Results of the neural network in the batch processing mode
Initializes the neural network topology of the layers
- Parameters
-
dataSize | Size of the input data for the trainings |
topology | TrainingTopology of the layers |
Registers user-allocated memory to store the results of the neural network in the batch processing mode
- Parameters
-
result | Structure for storing the results of the neural network |
Neural network training method
Data type to use in intermediate computations for neural network model-based training
The documentation for this class was generated from the following file:
- neural_networks/training/TrainingBatch.java