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CUDANet/include/model/module.hpp
2024-05-29 21:02:26 +02:00

37 lines
835 B
C++

#ifndef CUDANET_MODULE_H
#define CUDANET_MODULE_H
#include <string>
#include <unordered_map>
#include <vector>
#include "layer.cuh"
namespace CUDANet {
class Module : public Layers::SequentialLayer {
public:
virtual float* forward(const float* d_input) = 0;
int getOutputSize();
int getInputSize();
void addLayer(const std::string& name, Layers::SequentialLayer* layer);
Layers::SequentialLayer* getLayer(const std::string& name);
const std::unordered_map<std::string, Layers::SequentialLayer*>& getLayers() const;
protected:
int inputSize;
int inputChannels;
int outputSize;
int outputChannels;
std::vector<std::pair<std::string, Layers::SequentialLayer*>> layers;
std::unordered_map<std::string, Layers::SequentialLayer*> layerMap;
};
} // namespace CUDANet
#endif