Difference between revisions of "CoE Cluster november 2011/CUDA"

Revision as of 10:26, 9 December 2011

// Read image from file, remove blue channel and write onto another file

include <iostream>

include <string>

include <sstream>

include <cv.h>

include <highgui.h>

using namespace cv; using namespace std;

include "PixelMat.hpp"

void startCUDA(int blocks, int threads, unsigned char* img, int rows, int cols, int step);

int main(int argc, char* argv[]) { 

 int blocks = 0;
int threads = 0;

 if (argc > 4)
   {
     istringstream buf1(argv[1]);
     buf1 >> blocks;
     istringstream buf2(argv[2]);
     buf2 >> threads;
     PixelMat img = (PixelMat) imread(argv[3],-1);
     int rows = img.rows;
     int cols = img.cols;
     int step = img.step;

     fprintf(stderr, "%d\n", step);

     startCUDA(blocks, threads, img.data, rows, cols, step);

     imwrite(argv[4], img);
   }
else
   cout << "Usage: " << argv[0] << " <blocks> <threads> <inputfile> <outputfile>" << endl;

 return 0;

} 

 // removeblue.cu
// Read image from file, remove blue channel and write onto another file


//#include <stdio.h>
//#include <stdlib.h>
//#include <unistd.h>

__device__ void RGB(int x, int y, unsigned char* m, int step, int r, int g, int b)
{
  unsigned char *p;
  p = ((unsigned char *) (m + step*x))+3*y;
  *p = (unsigned char) b;
  *(p+1) = (unsigned char) g;
  *(p+2) = (unsigned char) r;
}
__device__ void RGB(int x, int y, unsigned char* m, int step, int rgb)
{
  unsigned char *p;
  p = ((unsigned char *) (m + step*x)+3*y);
  *p = (unsigned char) (rgb&0xff);
  *(p+1) = (unsigned char) ((rgb>>8)&0xff);
  *(p+2) = (unsigned char) ((rgb>>16)&0xff);
}
__device__ int RGB(int x, int y, unsigned char* m, int step)
{
  unsigned char *p;
  unsigned int b;
  p = ((unsigned char *) (m + step*x)+3*y);
  b = *p+((*(p+1))<<8)+((*(p+2))<<16);
  return b;
}

__global__ void Count(unsigned char *img, int rows, int cols, int step)
{
  float rowfac = ((float) rows)/gridDim.x;
  int rowstart = blockIdx.x*rowfac;
  int rowend = (blockIdx.x+1)*rowfac;
  float colfac = ((float) cols)/blockDim.x;
  int colstart = threadIdx.x*colfac;
  int colend = (threadIdx.x+1)*colfac;
  for (int i=rowstart; i<rowend; i++)
    {
      for (int j=colstart; j<colend; j++)
        RGB(i, j, img, step, RGB(i, j, img, step)&0x0000ff);
    }
}

void startCUDA(int blocks, int threads, unsigned char* img, int rows, int cols, int step)
{
   if (img!=NULL)
   {
      dim3 dimBlock(threads, threads, 1);
          dim3 dimGrid(blocks, 1, 1);

      unsigned char *CUDAimg;
      cudaMalloc((void**) &CUDAimg, rows*cols*3);
      cudaMemcpy(CUDAimg, img, rows*cols*3, cudaMemcpyHostToDevice);
      Count<<<dimGrid, dimBlock>>>(CUDAimg, rows, cols, step);
      cudaMemcpy(img, CUDAimg, rows*cols*3, cudaMemcpyDeviceToHost);
      cudaFree(CUDAimg);
   }
}