//////////////////////////////////////////////////////////////////////////////// // Includes //////////////////////////////////////////////////////////////////////////////// #include #include #include #include #include #include #include #include #include #include #include "mergesort.h" #include //////////////////////////////////////////////////////////////////////////////// // Defines //////////////////////////////////////////////////////////////////////////////// #define BLOCKSIZE 256 #define ROW_LENGTH BLOCKSIZE * 4 #define ROWS 4096 #define DATA_SIZE (1024) #define MAX_SOURCE_SIZE (0x100000) cl_device_id device_id; // compute device id cl_context mergeContext; // compute context cl_command_queue mergeCommands; cl_program mergeProgram; // compute program cl_kernel mergeFirstKernel; // compute kernel cl_kernel mergePassKernel; cl_kernel mergePackKernel; cl_int err; cl_mem d_resultList_first_buff; cl_mem d_origList_first_buff; cl_mem constStartAddr; cl_mem finalStartAddr; cl_mem nullElems; cl_mem d_orig; cl_mem d_res; cl_float4 *d_resultList_first_altered = NULL; cl_event mergeFirstEvent; cl_event mergePassEvent; cl_event mergePackEvent; double mergesum = 0; //////////////////////////////////////////////////////////////////////////////// // The mergesort algorithm //////////////////////////////////////////////////////////////////////////////// void init_mergesort(int listsize, int platform_id, int device_id, int use_gpu){ cl_uint num = 0; clGetPlatformIDs(0,NULL,&num); cl_platform_id platformID[num]; clGetPlatformIDs(num,platformID,NULL); // Selector for CPU/GPU cl_device_type device_type = use_gpu ? CL_DEVICE_TYPE_GPU : CL_DEVICE_TYPE_CPU; clGetDeviceIDs(platformID[platform_id],device_type,0,NULL,&num); cl_device_id devices[num]; err = clGetDeviceIDs(platformID[platform_id],device_type,num,devices,NULL); if (err != CL_SUCCESS) { printf("Error: Failed to create a device group!\n"); exit(1); } char name[128]; clGetDeviceInfo(devices[device_id],CL_DEVICE_NAME,128,name,NULL); mergeContext = clCreateContext(0, 1, &devices[device_id], NULL, NULL, &err); mergeCommands = clCreateCommandQueue(mergeContext, devices[device_id], CL_QUEUE_PROFILING_ENABLE, &err); d_resultList_first_altered = (cl_float4 *)malloc(listsize*sizeof(float)); d_resultList_first_buff = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL); d_origList_first_buff = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL); d_orig = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL); d_res = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, listsize * sizeof(float),NULL,NULL); FILE *fp; const char fileName[]="./mergesort.cl"; size_t source_size; char *source_str; fp = fopen(fileName, "r"); if (!fp) { fprintf(stderr, "Failed to load mergesort kernel.\n"); exit(1); } source_str = (char *)malloc(MAX_SOURCE_SIZE); source_size = fread(source_str, 1, MAX_SOURCE_SIZE, fp); fclose(fp); mergeProgram = clCreateProgramWithSource(mergeContext, 1, (const char **) &source_str, (const size_t)&source_size, &err); if (!mergeProgram) { printf("Error: Failed to create merge compute program!\n"); exit(1); } err = clBuildProgram(mergeProgram, 0, NULL, NULL, NULL, NULL); if (err != CL_SUCCESS) { size_t len; char buffer[2048]; printf("Error: Failed to build merge program executable!\n"); clGetProgramBuildInfo(mergeProgram, device_id, CL_PROGRAM_BUILD_LOG, sizeof(buffer), buffer, &len); printf("%s\n", buffer); exit(1); } } void finish_mergesort() { clReleaseMemObject(constStartAddr); clReleaseMemObject(nullElems); clReleaseMemObject(finalStartAddr); clReleaseMemObject(d_orig); clReleaseMemObject(d_res); clReleaseMemObject(d_origList_first_buff); clReleaseMemObject(d_resultList_first_buff); clReleaseProgram(mergeProgram); clReleaseKernel(mergeFirstKernel); clReleaseCommandQueue(mergeCommands); clReleaseContext(mergeContext); } cl_float4* runMergeSort(int listsize, int divisions, cl_float4 *d_origList, cl_float4 *d_resultList, int *sizes, int *nullElements, unsigned int *origOffsets){ int *startaddr = (int *)malloc((divisions + 1)*sizeof(int)); int largestSize = -1; startaddr[0] = 0; for(int i=1; i<=divisions; i++) { startaddr[i] = startaddr[i-1] + sizes[i-1]; if(sizes[i-1] > largestSize) largestSize = sizes[i-1]; } largestSize *= 4; mergeFirstKernel = clCreateKernel(mergeProgram, "mergeSortFirst", &err); if (!mergeFirstKernel || err != CL_SUCCESS) { printf("Error: Failed to create merge sort first compute kernel!\n"); exit(1); } err = clEnqueueWriteBuffer(mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL); if (err != CL_SUCCESS) { printf("Error: Failed to write to d_resultList_first_buff source array!\n"); exit(1); } err = clEnqueueWriteBuffer(mergeCommands, d_origList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL); if (err != CL_SUCCESS) { printf("Error: Failed to write to d_origList_first_buff source array!\n"); exit(1); } err = 0; err = clSetKernelArg(mergeFirstKernel, 0, sizeof(cl_mem), &d_origList_first_buff); err = clSetKernelArg(mergeFirstKernel, 1, sizeof(cl_mem), &d_resultList_first_buff); err = clSetKernelArg(mergeFirstKernel, 2, sizeof(cl_int), &listsize); if (err != CL_SUCCESS) { printf("Error: Failed to set merge first kernel arguments! %d\n", err); exit(1); } #ifdef MERGE_WG_SIZE_0 const int THREADS = MERGE_WG_SIZE_0; #else const int THREADS = 256; #endif size_t local[] = {THREADS,1,1}; int blocks = ((listsize/4)%THREADS == 0) ? (listsize/4)/THREADS : (listsize/4)/THREADS + 1; size_t global[] = {blocks*THREADS,1,1}; size_t grid[] = {blocks,1,1,1}; err = clEnqueueNDRangeKernel(mergeCommands, mergeFirstKernel, 3, NULL, global, local, 0, NULL, &mergeFirstEvent); if (err) { printf("Error: Failed to execute mergeFirst kernel!\n"); exit(1); } clWaitForEvents(1 , &mergeFirstEvent); clFinish(mergeCommands); err = clEnqueueReadBuffer( mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL ); if (err != CL_SUCCESS) { printf("Error: Failed to read prefix output array! %d\n", err); exit(1); } // for(int i = 0; i < listsize/4;i++) { // printf("RESULT %f \n", d_resultList[i].s[0]); // printf("RESULT %f \n", d_resultList[i].s[1]); // printf("RESULT %f \n", d_resultList[i].s[2]); // printf("RESULT %f \n", d_resultList[i].s[3]); // } cl_ulong time_start, time_end; double total_time; clGetEventProfilingInfo(mergeFirstEvent, CL_PROFILING_COMMAND_START, sizeof(time_start), &time_start, NULL); clGetEventProfilingInfo(mergeFirstEvent, CL_PROFILING_COMMAND_END, sizeof(time_end), &time_end, NULL); total_time = time_end - time_start; mergesum+= total_time / 1000000; printf("Merge First Kernel Time: %0.3f \n", total_time/1000000); // for(int i =0; i < listsize/4; i++) { // printf("TEST %f \n", d_resultList[i].s[0]); // printf("TEST %f \n", d_resultList[i].s[1]); // printf("TEST %f \n", d_resultList[i].s[2]); // printf("TEST %f \n", d_resultList[i].s[3]); // } constStartAddr = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, (divisions+1)*sizeof(int),NULL,NULL); err = clEnqueueWriteBuffer(mergeCommands, constStartAddr, CL_TRUE, 0, (divisions+1)*sizeof(int), startaddr, 0, NULL, NULL); if (err != CL_SUCCESS) { printf("Error: Failed to write to constStartAddr source array!\n"); exit(1); } mergePassKernel = clCreateKernel(mergeProgram, "mergeSortPass", &err); if (!mergePassKernel || err != CL_SUCCESS) { printf("Error: Failed to create merge sort pass compute kernel!\n"); exit(1); } double mergePassTime = 0; int nrElems = 2; while(1==1){ int floatsperthread = (nrElems*4); // printf("FPT %d \n", floatsperthread); int threadsPerDiv = (int)ceil(largestSize/(float)floatsperthread); // printf("TPD %d \n",threadsPerDiv); int threadsNeeded = threadsPerDiv * divisions; // printf("TN %d \n", threadsNeeded); #ifdef MERGE_WG_SIZE_1 local[0] = MERGE_WG_SIZE_1; #else local[0] = 208; #endif grid[0] = ((threadsNeeded%local[0]) == 0) ? threadsNeeded/local[0] : (threadsNeeded/local[0]) + 1; if(grid[0] < 8){ grid[0] = 8; local[0] = ((threadsNeeded%grid[0]) == 0) ? threadsNeeded / grid[0] : (threadsNeeded / grid[0]) + 1; } // Swap orig/result list cl_float4 *tempList = d_origList; d_origList = d_resultList; d_resultList = tempList; err = clEnqueueWriteBuffer(mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL); if (err != CL_SUCCESS) { printf("Error: Failed to write to d_resultList_first_buff source array!\n"); exit(1); } err = clEnqueueWriteBuffer(mergeCommands, d_origList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL); if (err != CL_SUCCESS) { printf("Error: Failed to write to d_origList_first_buff source array!\n"); exit(1); } err = 0; err = clSetKernelArg(mergePassKernel, 0, sizeof(cl_mem), &d_origList_first_buff); err = clSetKernelArg(mergePassKernel, 1, sizeof(cl_mem), &d_resultList_first_buff); err = clSetKernelArg(mergePassKernel, 2, sizeof(cl_int), &nrElems); err = clSetKernelArg(mergePassKernel, 3, sizeof(int), &threadsPerDiv); err = clSetKernelArg(mergePassKernel, 4, sizeof(cl_mem), &constStartAddr); if (err != CL_SUCCESS) { printf("Error: Failed to set merge pass kernel arguments! %d\n", err); exit(1); } global[0] = grid[0]*local[0]; err = clEnqueueNDRangeKernel(mergeCommands, mergePassKernel, 3, NULL, global, local, 0, NULL, &mergePassEvent); if (err) { printf("Error: Failed to execute mergePass kernel!\n"); exit(1); } clFinish(mergeCommands); err = clEnqueueReadBuffer( mergeCommands, d_resultList_first_buff, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL ); if (err != CL_SUCCESS) { printf("Error: Failed to read prefix output array! %d\n", err); exit(1); } clFinish(mergeCommands); clGetEventProfilingInfo(mergePassEvent, CL_PROFILING_COMMAND_START, sizeof(time_start), &time_start, NULL); clGetEventProfilingInfo(mergePassEvent, CL_PROFILING_COMMAND_END, sizeof(time_end), &time_end, NULL); total_time = time_end - time_start; mergesum+= total_time /1000000; mergePassTime+= total_time/1000000; printf("Merge Pass Kernel Iteration Time: %0.3f \n", total_time/1000000); nrElems *= 2; floatsperthread = (nrElems*4); if(threadsPerDiv == 1) break; } printf("Merge Pass Kernel Time: %0.3f \n", mergePassTime); finalStartAddr = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, (divisions+1)*sizeof(int),NULL,NULL); err = clEnqueueWriteBuffer(mergeCommands, finalStartAddr, CL_TRUE, 0, (divisions+1)*sizeof(int), origOffsets, 0, NULL, NULL); if (err != CL_SUCCESS) { printf("Error: Failed to write to finalStartAddr source array!\n"); exit(1); } nullElems = clCreateBuffer(mergeContext,CL_MEM_READ_WRITE, (divisions)*sizeof(int),NULL,NULL); err = clEnqueueWriteBuffer(mergeCommands, nullElems, CL_TRUE, 0, (divisions)*sizeof(int), nullElements, 0, NULL, NULL); if (err != CL_SUCCESS) { printf("Error: Failed to write to nullElements source array!\n"); exit(1); } #ifdef MERGE_WG_SIZE_0 local[0] = MERGE_WG_SIZE_0; #else local[0] = 256; #endif grid[0] = ((largestSize%local[0]) == 0) ? largestSize/local[0] : (largestSize/local[0]) + 1; grid[1] = divisions; // grid[0] = 17; global[0] = grid[0]*local[0]; global[1] = grid[1]*local[1]; mergePackKernel = clCreateKernel(mergeProgram, "mergepack", &err); if (!mergePackKernel || err != CL_SUCCESS) { printf("Error: Failed to create merge sort pack compute kernel!\n"); exit(1); } err = clEnqueueWriteBuffer(mergeCommands, d_res, CL_TRUE, 0, listsize*sizeof(float), d_resultList, 0, NULL, NULL); if (err != CL_SUCCESS) { printf("Error: Failed to write to d_resultList_first_buff source array!\n"); exit(1); } err = clEnqueueWriteBuffer(mergeCommands, d_orig, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL); if (err != CL_SUCCESS) { printf("Error: Failed to write to d_origList_first_buff source array!\n"); exit(1); } err = 0; err = clSetKernelArg(mergePackKernel, 0, sizeof(cl_mem), &d_res); err = clSetKernelArg(mergePackKernel, 1, sizeof(cl_mem), &d_orig); err = clSetKernelArg(mergePackKernel, 2, sizeof(cl_mem), &constStartAddr); err = clSetKernelArg(mergePackKernel, 3, sizeof(cl_mem), &nullElems); err = clSetKernelArg(mergePackKernel, 4, sizeof(cl_mem), &finalStartAddr); if (err != CL_SUCCESS) { printf("Error: Failed to set merge pack kernel arguments! %d\n", err); exit(1); } err = clEnqueueNDRangeKernel(mergeCommands, mergePackKernel, 3, NULL, global, local, 0, NULL, &mergePackEvent); if (err) { printf("Error: Failed to execute merge pack kernel!\n"); exit(1); } clFinish(mergeCommands); clGetEventProfilingInfo(mergePackEvent, CL_PROFILING_COMMAND_START, sizeof(time_start), &time_start, NULL); clGetEventProfilingInfo(mergePackEvent, CL_PROFILING_COMMAND_END, sizeof(time_end), &time_end, NULL); total_time = time_end - time_start; mergesum+= total_time / 1000000; printf("Merge Pack Kernel Time: %0.3f \n", total_time/1000000); err = clEnqueueReadBuffer( mergeCommands, d_orig, CL_TRUE, 0, listsize*sizeof(float), d_origList, 0, NULL, NULL ); if (err != CL_SUCCESS) { printf("Error: Failed to read origList array! %d\n", err); exit(1); } free(startaddr); return d_origList; } double getMergeTime() { return mergesum; }