Implement to_cuda function

This commit is contained in:
2024-02-09 19:18:30 +01:00
parent 6645cd31ba
commit 3e6b7dc7e6
4 changed files with 37 additions and 6 deletions

View File

@@ -5,15 +5,17 @@
#include <vector>
#include <cublas_v2.h>
#include <ilayer.h>
namespace Layers {
class Dense {
class Dense : public ILayer {
public:
Dense(int inputSize, int outputSize, cublasHandle_t cublasHandle);
~Dense();
void forward(const float* input, float* output);
void to_cuda();
private:
int inputSize;

19
include/layers/ilayer.h Normal file
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@@ -0,0 +1,19 @@
#ifndef I_LAYER_H
#define I_LAYER_H
#include <cublas_v2.h>
namespace Layers {
class ILayer {
public:
virtual ~ILayer() {}
virtual void forward(const float* input, float* output) = 0;
virtual void to_cuda() = 0;
};
} // namespace Layers
#endif // I_LAYERH

View File

@@ -3,6 +3,8 @@
#include <cuda_runtime.h>
#define IDX2C(i,j,ld) (((j)*(ld))+(i))
// CUDA error checking macro
#define CUDA_CHECK(call) \
do { \