Provides methods for backward fully-connected layer computations in the batch processing mode.
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- Parameters
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fptype | Data type to use in intermediate computations of backward fully-connected layer, double or float |
method | Computation method of the layer, Method |
- Enumerations
- Method Computation methods for the backward fully-connected layer
- LayerDataId Identifiers of input objects for the backward fully-connected layer
- References
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- Deprecated:
- This item will be removed in a future release.
- Aliases
Batch_Float64DefaultDense
is an alias of Batch(fptype=float64, method=daal.algorithms.neural_networks.layers.fullyconnected.defaultDense)
Batch_Float32DefaultDense
is an alias of Batch(fptype=float32, method=daal.algorithms.neural_networks.layers.fullyconnected.defaultDense)
def __init__ |
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self, |
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args |
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- Variant 1
Constructs backward fully-connected layer
- Parameters
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nOutputs | A number of layer outputs |
- Deprecated:
- This item will be removed in a future release.
- Variant 2
Constructs a backward fully-connected layer in the batch processing mode and initializes its parameter with the provided parameter
- Parameters
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parameter | Parameter to initialize the parameter of the layer |
- Deprecated:
- This item will be removed in a future release.
- Variant 3
Constructs backward fully-connected layer by copying input objects and parameters of another fully-connected layer
- Parameters
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other | A layer to be used as the source to initialize the input objects and parameters of this layer |
- Deprecated:
- This item will be removed in a future release.
def allocateResult |
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Allocates memory to store the result of the backward fully-connected layer
- Returns
- Status of computations
- Deprecated:
- This item will be removed in a future release.
Returns a pointer to the newly allocated fully-connected layer with a copy of input objects and parameters of this fully-connected layer
- Returns
- Pointer to the newly allocated layer
- Deprecated:
- This item will be removed in a future release.
def getLayerInput |
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self | ) |
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Returns the structure that contains input objects of fully-connected layer
- Returns
- Structure that contains input objects of fully-connected layer
- Deprecated:
- This item will be removed in a future release.
def getLayerParameter |
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self | ) |
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Returns the structure that contains parameters of the backward fully-connected layer
- Returns
- Structure that contains parameters of the backward fully-connected layer
- Deprecated:
- This item will be removed in a future release.
def getLayerResult |
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self | ) |
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Returns the structure that contains results of fully-connected layer
- Returns
- Structure that contains results of fully-connected layer
- Deprecated:
- This item will be removed in a future release.
Returns computation method of the layer
- Returns
- Computation method of the layer
- Deprecated:
- This item will be removed in a future release.
Returns the structure that contains results of fully-connected layer
- Returns
- Structure that contains results of fully-connected layer
- Deprecated:
- This item will be removed in a future release.
def setResult |
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self, |
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result |
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Registers user-allocated memory to store results of fully-connected layer
- Parameters
-
result | Structure to store results of fully-connected layer |
- Returns
- Status of computations
- Deprecated:
- This item will be removed in a future release.
Input objects of the layer
The documentation for this class was generated from the following file:
- fullyconnected/backward.py