|
| | Layer () |
| |
| | Layer (const LayerParams ¶ms) |
| | Initializes only name, type and blobs fields.
|
| |
| virtual | ~Layer () |
| |
| virtual void | applyHalideScheduler (Ptr< BackendNode > &node, const std::vector< Mat * > &inputs, const std::vector< Mat > &outputs, int targetId) const |
| | Automatic Halide scheduling based on layer hyper-parameters.
|
| |
| virtual void | finalize (const std::vector< Mat * > &input, std::vector< Mat > &output) |
| | Computes and sets internal parameters according to inputs, outputs and blobs.
|
| |
| virtual void | finalize (InputArrayOfArrays inputs, OutputArrayOfArrays outputs) |
| | Computes and sets internal parameters according to inputs, outputs and blobs.
|
| |
| void | finalize (const std::vector< Mat > &inputs, std::vector< Mat > &outputs) |
| | This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.
|
| |
| std::vector< Mat > | finalize (const std::vector< Mat > &inputs) |
| | This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.
|
| |
| virtual void | forward (std::vector< Mat * > &input, std::vector< Mat > &output, std::vector< Mat > &internals) |
| | Given the input blobs, computes the output blobs.
|
| |
| virtual void | forward (InputArrayOfArrays inputs, OutputArrayOfArrays outputs, OutputArrayOfArrays internals) |
| | Given the input blobs, computes the output blobs.
|
| |
| void | forward_fallback (InputArrayOfArrays inputs, OutputArrayOfArrays outputs, OutputArrayOfArrays internals) |
| | Given the input blobs, computes the output blobs.
|
| |
| virtual int64 | getFLOPS (const std::vector< MatShape > &inputs, const std::vector< MatShape > &outputs) const |
| |
| virtual bool | getMemoryShapes (const std::vector< MatShape > &inputs, const int requiredOutputs, std::vector< MatShape > &outputs, std::vector< MatShape > &internals) const |
| |
| virtual void | getScaleShift (Mat &scale, Mat &shift) const |
| | Returns parameters of layers with channel-wise multiplication and addition.
|
| |
| virtual Ptr< BackendNode > | initHalide (const std::vector< Ptr< BackendWrapper > > &inputs) |
| | Returns Halide backend node.
|
| |
| virtual Ptr< BackendNode > | initInfEngine (const std::vector< Ptr< BackendWrapper > > &inputs) |
| |
| virtual Ptr< BackendNode > | initVkCom (const std::vector< Ptr< BackendWrapper > > &inputs) |
| |
| virtual int | inputNameToIndex (String inputName) |
| | Returns index of input blob into the input array.
|
| |
| virtual int | outputNameToIndex (const String &outputName) |
| | Returns index of output blob in output array.
|
| |
| void | run (const std::vector< Mat > &inputs, std::vector< Mat > &outputs, std::vector< Mat > &internals) |
| | Allocates layer and computes output.
|
| |
| virtual bool | setActivation (const Ptr< ActivationLayer > &layer) |
| | Tries to attach to the layer the subsequent activation layer, i.e. do the layer fusion in a partial case.
|
| |
| void | setParamsFrom (const LayerParams ¶ms) |
| | Initializes only name, type and blobs fields.
|
| |
| virtual bool | supportBackend (int backendId) |
| | Ask layer if it support specific backend for doing computations.
|
| |
| virtual Ptr< BackendNode > | tryAttach (const Ptr< BackendNode > &node) |
| | Implement layers fusing.
|
| |
| virtual bool | tryFuse (Ptr< Layer > &top) |
| | Try to fuse current layer with a next one.
|
| |
| virtual void | unsetAttached () |
| | "Deattaches" all the layers, attached to particular layer.
|
| |
| std::vector< Mat > | blobs |
| | List of learned parameters must be stored here to allow read them by using Net::getParam().
|
| |
| String | name |
| | Name of the layer instance, can be used for logging or other internal purposes.
|
| |
| int | preferableTarget |
| | prefer target for layer forwarding
|
| |
| String | type |
| | Type name which was used for creating layer by layer factory.
|
| |
| void | writeFormat (FileStorage &fs) const |
| |