Provides methods for neural network model-based training in the batch processing mode.
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template<typename algorithmFPType, Method method>
class daal::algorithms::neural_networks::training::interface1::Distributed< step2Master, algorithmFPType, method >
- Template Parameters
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algorithmFPType | Data type to use in intermediate computations for neural network model-based training, double or float |
method | Neural network training method, training::Method |
- Enumerations
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- References
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- Deprecated:
- This item will be removed in a future release.
DAAL_DEPRECATED Distributed |
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const services::SharedPtr< optimization_solver::iterative_solver::Batch > & |
optimizationSolver_ | ) |
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inline |
- Deprecated:
- This item will be removed in a future release.
Constructs neural network by copying input objects and parameters of another neural network
- Parameters
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[in] | other | An algorithm to be used as the source to initialize the input objects and parameters of the algorithm |
- Deprecated:
- This item will be removed in a future release.
- Deprecated:
- This item will be removed in a future release.
DAAL_DEPRECATED services::Status allocatePartialResult |
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inlineprotected |
- Deprecated:
- This item will be removed in a future release.
virtual DAAL_DEPRECATED_VIRTUAL services::Status allocateResult |
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inlineprotectedvirtual |
- Deprecated:
- This item will be removed in a future release.
Returns a pointer to the newly allocated neural network with a copy of input objects and parameters of this neural network
- Returns
- Pointer to the newly allocated layer
- Deprecated:
- This item will be removed in a future release.
- Deprecated:
- This item will be removed in a future release.
virtual DAAL_DEPRECATED_VIRTUAL int getMethod |
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const |
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inlinevirtual |
Returns method of the algorithm
- Returns
- Method of the algorithm
- Deprecated:
- This item will be removed in a future release.
DAAL_DEPRECATED DistributedPartialResultPtr getPartialResult |
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inline |
Returns structure that contains computed partial results of the neural network algorithm
- Returns
- Structure that contains partial results of the neural network algorithm
- Deprecated:
- This item will be removed in a future release.
Returns the structure that contains the results of the neural network algorithm
- Returns
- Structure that contains the results of the neural network algorithm
- Deprecated:
- This item will be removed in a future release.
DAAL_DEPRECATED services::Status initialize |
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const services::Collection< size_t > & |
dataSize, |
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const training::Topology & |
topology |
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) |
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inline |
Initializes the neural network topology
- Parameters
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[in] | dataSize | Collection of sizes of each dimension of input data tensor |
[in] | topology | Neural network topology |
- Returns
- Status of computations
- Deprecated:
- This item will be removed in a future release.
- Deprecated:
- This item will be removed in a future release.
virtual DAAL_DEPRECATED_VIRTUAL services::Status initializePartialResult |
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inlineprotectedvirtual |
- Deprecated:
- This item will be removed in a future release.
DAAL_DEPRECATED services::Status setPartialResult |
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const DistributedPartialResultPtr & |
partialResult | ) |
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inline |
Registers user-allocated memory to store partial results of the neural network algorithm
- Parameters
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[in] | partialResult | Structure for storing partial results of the neural network algorithm |
- Returns
- Status of computations
- Deprecated:
- This item will be removed in a future release.
The documentation for this class was generated from the following file: