This class represents a Linear Response Normalization (LRN) Layer. More...
#include <ie_layers.h>
Inheritance diagram for InferenceEngine::NormLayer:
Collaboration diagram for InferenceEngine::NormLayer:
Data Fields | |
| unsigned int | _size = 0 |
| Response size. |
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| unsigned int | _k = 1 |
| float | _alpha = 0 |
| Alpha coefficient. |
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| float | _beta = 0 |
| Beta coefficient. |
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| bool | _isAcrossMaps = false |
| Flag to specify normalization across feature maps (true) or across channels. |
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 Data Fields inherited from InferenceEngine::CNNLayer
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| std::string | name |
| Layer name. |
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| std::string | type |
| Layer type. |
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| Precision | precision |
| Layer base operating precision. |
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| std::vector< DataPtr > | outData |
| A vector of pointers to the output data elements of this layer in the di-graph (order matters) |
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| std::vector< DataWeakPtr > | insData |
| A vector of weak pointers to the input data elements of this layer in the di-graph (order matters) |
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| Ptr | _fusedWith |
| If suggested to fuse - a pointer to the layer which needs to be fused with this layer. |
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| UserValue | userValue |
| Convenience user values to store in this object as extra data. |
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| std::string | affinity |
| Layer affinity set by user. |
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| std::map< std::string, std::string > | params |
| Map of pairs: (parameter name, parameter value) |
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| std::map< std::string, Blob::Ptr > | blobs |
| Map of pairs: (name, weights/biases blob) |
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Additional Inherited Members | |
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Public Types inherited from InferenceEngine::CNNLayer
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| using | Ptr = std::shared_ptr< CNNLayer > |
| A shared pointer to CNNLayer. |
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Public Member Functions inherited from InferenceEngine::CNNLayer
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| CNNLayer (const LayerParams &prms) | |
| A constructor. Creates a new CNNLayer instance and initializes layer parameters with the given values. More... |
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| virtual | ~CNNLayer ()=default |
| A virtual destructor. |
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| void | fuse (Ptr &layer) |
| Sets a layer to be fused with. More... |
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| virtual const DataPtr | input () const |
| Returns the first element of the input data for this layer. More... |
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| void | validateLayer () |
| Checks if the input data and layer data are legitimate. |
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| float | GetParamAsFloat (const char *param, float def) const |
| Gets float value for the given parameter. More... |
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| float | GetParamAsFloat (const char *param) const |
| Returns a float value for the given layer parameter. More... |
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| std::vector< float > | GetParamAsFloats (const char *param, std::vector< float > def) const |
| Returns a vector of float values for the given parameter or returns the default value. More... |
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| std::vector< float > | GetParamAsFloats (const char *param) const |
| Returns a vector of float values for the given parameter. More... |
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| int | GetParamAsInt (const char *param, int def) const |
| Returns an integer value for the given parameter or returns the default value. More... |
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| int | GetParamAsInt (const char *param) const |
| Returns an integer value for the given parameter. More... |
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| std::vector< int > | GetParamAsInts (const char *param, std::vector< int > def) const |
| Returns a vector of int values for the given parameter or returns the default value. More... |
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| std::vector< int > | GetParamAsInts (const char *param) const |
| Returns a vector of int values for the given parameter. More... |
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| unsigned int | GetParamAsUInt (const char *param, unsigned int def) const |
| Returns an unsigned integer value for the given parameter or returns the default value. More... |
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| unsigned int | GetParamAsUInt (const char *param) const |
| Returns an unsigned integer value for the given parameter. More... |
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| std::vector< unsigned int > | GetParamAsUInts (const char *param, std::vector< unsigned int > def) const |
| Returns a vector of unsigned int values for the given parameter or returns the default value. More... |
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| std::vector< unsigned int > | GetParamAsUInts (const char *param) const |
| Returns a vector of unsigned int values for the given parameter. More... |
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| bool | GetParamAsBool (const char *param, bool def) const |
| Returns an boolean value for the given parameter. The valid values are (true, false, 1, 0). More... |
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| bool | GetParamsAsBool (const char *param, bool def) const |
| std::string | GetParamAsString (const char *param, const char *def) const |
| Returns a string value for the given parameter or returns the default one. More... |
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| bool | CheckParamPresence (const char *param) const |
| Checks the param presence in the layer. More... |
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| std::string | GetParamAsString (const char *param) const |
| Returns a string value for the given parameter. Throws exception if parameter was not found. More... |
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| std::vector< std::string > | GetParamAsStrings (const char *param, std::vector< std::string > def) const |
Detailed Description
This class represents a Linear Response Normalization (LRN) Layer.
Field Documentation
§ _k
| unsigned int InferenceEngine::NormLayer::_k = 1 |
The documentation for this class was generated from the following file:
- tmp_docs/inference-engine/include/ie_layers.h