#include #include #include #include #include #include #include #include #include #include #include #define FLOAT_ULP 6 #define KERNEL_NAME "parallelSum" #define CL_CHECK(_expr) \ do { \ cl_int _err = _expr; \ if (_err == CL_SUCCESS) \ break; \ printf("OpenCL Error: '%s' returned %d!\n", #_expr, (int)_err); \ cleanup(); \ exit(-1); \ } while (0) #define CL_CHECK2(_expr) \ ({ \ cl_int _err = CL_INVALID_VALUE; \ decltype(_expr) _ret = _expr; \ if (_err != CL_SUCCESS) { \ printf("OpenCL Error: '%s' returned %d!\n", #_expr, (int)_err); \ cleanup(); \ exit(-1); \ } \ _ret; \ }) static int read_kernel_file(const char* filename, uint8_t** data, size_t* size) { if (nullptr == filename || nullptr == data || 0 == size) return -1; FILE* fp = fopen(filename, "r"); if (NULL == fp) { fprintf(stderr, "Failed to load kernel."); return -1; } fseek(fp , 0 , SEEK_END); long fsize = ftell(fp); rewind(fp); *data = (uint8_t*)malloc(fsize); *size = fread(*data, 1, fsize, fp); fclose(fp); return 0; } static bool compare_equal(float a, float b) { union fi_t { float f; int32_t i; }; fi_t fa, fb; fa.f = a; fb.f = b; auto d = std::abs(fa.i - fb.i); return d <= FLOAT_ULP; } static float computeParallelSumCPU(float *A, int N) { float sum = 0; for (int i = 0; i < N; ++i) { sum += A[i]; } return sum; } cl_device_id device_id = NULL; cl_context context = NULL; cl_command_queue commandQueue = NULL; cl_program program = NULL; cl_kernel kernel = NULL; cl_mem a_memobj = NULL; cl_mem c_memobj = NULL; uint8_t *kernel_bin = NULL; static void cleanup() { if (commandQueue) clReleaseCommandQueue(commandQueue); if (kernel) clReleaseKernel(kernel); if (program) clReleaseProgram(program); if (a_memobj) clReleaseMemObject(a_memobj); if (c_memobj) clReleaseMemObject(c_memobj); if (context) clReleaseContext(context); if (device_id) clReleaseDevice(device_id); if (kernel_bin) free(kernel_bin); } size_t size = 16; size_t local_size = 8; static void show_usage() { printf("Usage: [-n size] [-l local size] [-h: help]\n"); } static void parse_args(int argc, char **argv) { int c; while ((c = getopt(argc, argv, "n:l:h")) != -1) { switch (c) { case 'n': size = atoi(optarg); break; case 'l': local_size = atoi(optarg); break; case 'h': show_usage(); exit(0); break; default: show_usage(); exit(-1); } } } int main (int argc, char **argv) { // parse command arguments parse_args(argc, argv); printf("input size=%ld, local size=%ld\n", size, local_size); if ((size / local_size) * local_size != size) { printf("Error: input size must be a multiple of %ld\n", local_size); return -1; } uint32_t num_inputs = size; uint32_t num_outputs = size / local_size; cl_platform_id platform_id; size_t kernel_size; // Getting platform and device information CL_CHECK(clGetPlatformIDs(1, &platform_id, NULL)); CL_CHECK(clGetDeviceIDs(platform_id, CL_DEVICE_TYPE_DEFAULT, 1, &device_id, NULL)); printf("Create context\n"); context = CL_CHECK2(clCreateContext(NULL, 1, &device_id, NULL, NULL, &_err)); char device_string[1024]; clGetDeviceInfo(device_id, CL_DEVICE_NAME, sizeof(device_string), &device_string, NULL); printf("Using device: %s\n", device_string); printf("Allocate device buffers\n"); size_t i_nbytes = num_inputs * sizeof(float); size_t o_nbytes = num_outputs * sizeof(float); a_memobj = CL_CHECK2(clCreateBuffer(context, CL_MEM_READ_ONLY, i_nbytes, NULL, &_err)); c_memobj = CL_CHECK2(clCreateBuffer(context, CL_MEM_WRITE_ONLY, o_nbytes, NULL, &_err)); printf("Create program from kernel source\n"); if (0 != read_kernel_file("kernel.cl", &kernel_bin, &kernel_size)) return -1; program = CL_CHECK2(clCreateProgramWithSource( context, 1, (const char**)&kernel_bin, &kernel_size, &_err)); if (program == NULL) { cleanup(); return -1; } // Build program CL_CHECK(clBuildProgram(program, 1, &device_id, NULL, NULL, NULL)); // Create kernel kernel = CL_CHECK2(clCreateKernel(program, KERNEL_NAME, &_err)); // Set kernel arguments CL_CHECK(clSetKernelArg(kernel, 0, sizeof(cl_mem), (void *)&a_memobj)); CL_CHECK(clSetKernelArg(kernel, 1, sizeof(cl_mem), (void *)&c_memobj)); CL_CHECK(clSetKernelArg(kernel, 2, sizeof(uint32_t), &size)); CL_CHECK(clSetKernelArg(kernel, 3, local_size*sizeof(float), NULL)); // Allocate memories for input arrays and output arrays. std::vector h_a(num_inputs); std::vector h_c(num_outputs); // Generate input values for (uint32_t i = 0; i < num_inputs; ++i) { h_a[i] = static_cast(rand()) / RAND_MAX; } // Creating command queue commandQueue = CL_CHECK2(clCreateCommandQueue(context, device_id, 0, &_err)); printf("Upload source buffers\n"); CL_CHECK(clEnqueueWriteBuffer(commandQueue, a_memobj, CL_TRUE, 0, i_nbytes, h_a.data(), 0, NULL, NULL)); printf("Execute the kernel\n"); auto time_start = std::chrono::high_resolution_clock::now(); CL_CHECK(clEnqueueNDRangeKernel(commandQueue, kernel, 1, NULL, &size, &local_size, 0, NULL, NULL)); CL_CHECK(clFinish(commandQueue)); auto time_end = std::chrono::high_resolution_clock::now(); double elapsed = std::chrono::duration_cast(time_end - time_start).count(); printf("Elapsed time: %lg ms\n", elapsed); printf("Download destination buffer\n"); CL_CHECK(clEnqueueReadBuffer(commandQueue, c_memobj, CL_TRUE, 0, o_nbytes, h_c.data(), 0, NULL, NULL)); printf("Verify result\n"); int errors = 0; auto result = computeParallelSumCPU(h_c.data(), num_outputs); auto gold = computeParallelSumCPU(h_a.data(), num_inputs); if (!compare_equal(result, gold)) { printf("*** error: expected=%f, actual=%f", gold, result); for (uint32_t i = 0; i < num_outputs; ++i) { printf(", output[%d]=%f", i, h_c[i]); } printf("\n"); errors = 1; } if (errors != 0) { printf("FAILED! - %d errors\n", errors); } else { printf("PASSED!\n"); } // Clean up cleanup(); return errors; }