69 lines
2.9 KiB
C
69 lines
2.9 KiB
C
|
#ifndef ANSANNHUB_H
|
||
|
|
#define ANSANNHUB_H
|
||
|
|
#define ANSANNHUB_API __declspec(dllexport)
|
||
|
|
#include <iostream>
|
||
|
|
#include <cstdint>
|
||
|
|
#include "ANSLicense.h"
|
||
|
|
#include <vector>
|
||
|
|
//#include "LabVIEWHeader/extcode.h"
|
||
|
|
namespace ANSCENTER
|
||
|
|
{
|
||
|
|
class ANSANNHUB_API ANNHUBAPI
|
||
|
|
{
|
||
|
|
private:
|
||
|
|
std::vector<double> nInput; //ANN inputs
|
||
|
|
std::vector<double> nOutput; //ANN outputs
|
||
|
|
std::vector<std::vector<double>> IW;
|
||
|
|
std::vector<std::vector<double>> LW;
|
||
|
|
std::vector<double> Ib;
|
||
|
|
std::vector<double> Lb;
|
||
|
|
// Structural parameters
|
||
|
|
int nInputNodes, nHiddenNodes, nOutputNodes;
|
||
|
|
int hiddenActivation; // default =2
|
||
|
|
int outputActivation; // default =2
|
||
|
|
int dataNormalisationModeInput; // default =1;
|
||
|
|
int dataNormalisationModeOutput; // default =1;
|
||
|
|
|
||
|
|
// Preprocessing and postprocessing settings
|
||
|
|
std::vector<double> xmaxInput, xminInput; // Maximum and minimum of inputs
|
||
|
|
double ymaxInput, yminInput; // Maximum and minimum of inputs
|
||
|
|
std::vector<double> xmaxOutput, xminOutput; // Maximum and minimum of outputs
|
||
|
|
double ymaxOutput, yminOutput; // Maximum and minimum of outputs
|
||
|
|
|
||
|
|
// Control creation
|
||
|
|
unsigned char isCreated;
|
||
|
|
std::string _licenseKey;
|
||
|
|
bool _licenseValid{ false };
|
||
|
|
bool _isInitialized{ false };
|
||
|
|
std::string _modelFilePath;
|
||
|
|
|
||
|
|
private:
|
||
|
|
|
||
|
|
void PreProcessing(std::vector<double>& Input); // mode =0--> linear, mode =1 mapminmax, mode =2 standarddev
|
||
|
|
void PostProcessing(std::vector<double>& Output); // mode =0--> linear, mode =1 mapminmax, mode =2 standarddev
|
||
|
|
void Create(int inputNodes, int HiddenNodes, int outputNodes);
|
||
|
|
void FreeNeuralNetwork();
|
||
|
|
void CheckLicense();
|
||
|
|
int ImportANNFromFile(std::string filename);
|
||
|
|
|
||
|
|
public:
|
||
|
|
ANNHUBAPI();
|
||
|
|
~ANNHUBAPI() noexcept;
|
||
|
|
[[nodiscard]] bool Init(std::string licenseKey, std::string modelFilePath);
|
||
|
|
[[nodiscard]] std::vector<double> Inference(std::vector<double> ip);
|
||
|
|
void Destroy();
|
||
|
|
[[nodiscard]] int GetOutputNode() { return nOutputNodes; };
|
||
|
|
};
|
||
|
|
}
|
||
|
|
|
||
|
|
|
||
|
|
extern "C" __declspec(dllexport) int CreateANNHUBHandle(ANSCENTER::ANNHUBAPI **Handle, const char* licenseKey, const char* modelFilePath);
|
||
|
|
extern "C" __declspec(dllexport) int ReleaseANNHUBHandle(ANSCENTER::ANNHUBAPI **Handle);
|
||
|
|
extern "C" __declspec(dllexport) int ANNHUB_Inference(ANSCENTER::ANNHUBAPI **pHandle, double* inputArray, int inputSize, double** outputArray);
|
||
|
|
extern "C" __declspec(dllexport) int ANNHUB_InferenceLV(ANSCENTER::ANNHUBAPI **pHandle, double* inputArray, int inputSize, LStrHandle outputHandle);
|
||
|
|
|
||
|
|
// --- V2 entry points: accept handle by value (uint64_t) to avoid LabVIEW buffer reuse bug ---
|
||
|
|
extern "C" __declspec(dllexport) int ANNHUB_Inference_V2(uint64_t handleVal, double* inputArray, int inputSize, double** outputArray);
|
||
|
|
extern "C" __declspec(dllexport) int ANNHUB_InferenceLV_V2(uint64_t handleVal, double* inputArray, int inputSize, LStrHandle outputHandle);
|
||
|
|
|
||
|
|
#endif
|