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cpp/cpyToshare.cuh 5.79 KB
89604e92   Laila Saadatifard   ivote3 run on the...
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  #ifndef STIM_CUDA_cpyToshare_H
  #define STIM_CUDA_cpyToshare_H
  
  		//this function copy one channel data from global to shared memory in one dimension with size of X bytes.
  		template<typename T>
  		__device__ void cpyG2S1D(T* dest,T* src, unsigned int x, unsigned int y, unsigned int z, unsigned int X, unsigned int Y,
  											  dim3 threadIdx, dim3 blockDim, unsigned int I_x, unsigned int I_y){
  
  			//calculate the total number of threads available
  			unsigned int tThreads = blockDim.x * blockDim.y * blockDim.z;
  			
  			//calculate the current 1D thread ID
  			unsigned int ti = threadIdx.z * (blockDim.x * blockDim.y) + threadIdx.y * (blockDim.x) + threadIdx.x;
  
  			//calculate the number of iteration require for the copy
  			unsigned int I = X/tThreads + 1;
  
  			//the specified start position in global memory is (x, y, z)
  			unsigned int gstart = z*I_x*I_y + y*I_x + x;
  		
  			for (unsigned int i = 0; i < I; i++){
  		
  				//each iteration will copy tThreads elements, so the starting index in shared memory
  				//for each iteration will be i * tThreads (iteration # times the number of elements transferred per iteration)
  				unsigned int sIdx = i * tThreads + ti;
  				if (sIdx>= X*Y) return;
  				
  				//each iteration will copy tThreads elements from the global index
  				unsigned int gIdx = gstart + sIdx;
  
  				//copy global to share
  				dest[sIdx] = src[gIdx];
  				
  			}
  		}
  		//this function copy one channel data from global to shared memory in two dimensions with size of X*Y bytes.
  		template<typename T>
  		__device__ void cpyG2S2D(T* dest,T* src, unsigned int x, unsigned int y, unsigned int z, unsigned int X, unsigned int Y,
  											  dim3 threadIdx, dim3 blockDim, unsigned int I_x, unsigned int I_y){
  			//calculate the total number of threads available
  			unsigned int tThreads = blockDim.x * blockDim.y * blockDim.z;
  			
  			//calculate the current 1D thread ID
  			unsigned int ti = threadIdx.z * (blockDim.x * blockDim.y) + threadIdx.y * (blockDim.x) + threadIdx.x;
  
  			//calculate the number of iteration require for the copy
  			unsigned int I = X*Y/tThreads + 1;
  
  			unsigned int gz1 = z*I_x*I_y ;
  		
  			for (unsigned int i = 0; i < I; i++){
  				
  					unsigned int sIdx = i * tThreads + ti;
  					if (sIdx>= X*Y) return;
  
  					unsigned int sy = sIdx/X;
  					unsigned int sx = sIdx - (sy * X);
  					
  					unsigned int gx = x + sx;
  					unsigned int gy = y + sy;
  					if (gx<I_x && gy<I_y){
  						unsigned int gIdx = gz1 + gy * I_x + gx;
  						//copy global to share
  						dest[sIdx] = src[gIdx];
  					}
  							
  			}
  		}
  		//this function copy three channels data from global to shared memory in one dimension with size of X bytes.
  		template<typename T>
  		__device__ void cpyG2S1D3ch(T* dest,T* src, unsigned int x, unsigned int y, unsigned int z, unsigned int X, unsigned int Y,
  											  dim3 threadIdx, dim3 blockDim, unsigned int I_x, unsigned int I_y){
  
  			//calculate the total number of threads available
  			unsigned int tThreads = blockDim.x * blockDim.y * blockDim.z;
  			
  			//calculate the current 1D thread ID
  			unsigned int ti = threadIdx.z * (blockDim.x * blockDim.y) + threadIdx.y * (blockDim.x) + threadIdx.x;
  
  			//calculate the number of iteration require for the copy
  			unsigned int I = X/tThreads + 1;
  
  			//the specified start position in global memory is (x, y, z)
  			unsigned int gstart = z*I_x*I_y + y*I_x + x;
  		
  			for (unsigned int i = 0; i < I; i++){
  		
  				//each iteration will copy tThreads elements, so the starting index in shared memory
  				//for each iteration will be i * tThreads (iteration # times the number of elements transferred per iteration)
  				unsigned int sIdx = i * tThreads + ti;
  				if (sIdx>= X*Y) return;				
  				unsigned int gIdx = gstart*3 + sIdx; 
  				//copy global to share
  				dest[sIdx] = src[gIdx];
  				
  			}
  		}
  		//this function copy three channels data from global to shared memory in two dimensions with size of X*Y bytes.
  		template<typename T>
  		__device__ void cpyG2S2D3ch(T* dest,T* src, unsigned int x, unsigned int y, unsigned int z, unsigned int X, unsigned int Y,
  											  dim3 threadIdx, dim3 blockDim, unsigned int I_x, unsigned int I_y){
  			//calculate the total number of threads available
  			unsigned int tThreads = blockDim.x * blockDim.y * blockDim.z;
  			
  			//calculate the current 1D thread ID
  			unsigned int ti = threadIdx.z * (blockDim.x * blockDim.y) + threadIdx.y * (blockDim.x) + threadIdx.x;
  
  			//calculate the number of iteration require for the copy
  			unsigned int I = X*Y/tThreads + 1;
  			
  			unsigned int gz1 = z*I_x*I_y ;
  		
  			for (unsigned int i = 0; i < I; i++){
  				
  					unsigned int sIdx = i * tThreads + ti;
  					if (sIdx>= X*Y) return;
  					unsigned int sy = sIdx/X;
  					unsigned int sx = sIdx - (sy * X);
  					
  					unsigned int gx = x + sx/3;
  					unsigned int gy = y + sy;
  					if (gx<I_x && gy<I_y){
  						unsigned int gIdx = (gz1 + gy * I_x + gx)*3 + (sx%3);
  						//copy global to share
  						dest[sIdx] = src[gIdx];			
  					}
  			}
  		}
  		// this function compute the gradient magnitude saved in the shared memory and stores the magnitude result in the rest of shared memory.
  		template<typename T>
  		__device__ void mag_share2D(T* grad, unsigned int bs, unsigned int X, unsigned int Y, dim3 threadIdx, dim3 blockDim){
  			
  			//calculate the total number of threads available
  			unsigned int tThreads = blockDim.x * blockDim.y * blockDim.z;
  			//calculate the current 1D thread ID
  			unsigned int ti = threadIdx.z * (blockDim.x * blockDim.y) + threadIdx.y * (blockDim.x) + threadIdx.x;
  			//calculate the number of iteration require for the copy
  			unsigned int I = X*Y/tThreads + 1;
  			for (unsigned int i = 0; i < I; i++){
  				
  				unsigned int sIdx = i * tThreads + ti;
  				if (sIdx>= X*Y) return;
  				float gx = grad[sIdx*3];
  				float gy = grad[sIdx*3 + 1];
  				float gz = grad[sIdx*3 + 2];
  				float mag = sqrt(gx*gx + gy*gy + gz*gz);
  				grad[bs + sIdx] = mag;
  					
  			}
  		}
  #endif