#include #include #include #include #include #include #include #include #include #include "common.h" #define KERNEL_NAME "vecadd" #define FLOAT_ULP 6 #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; } template class Comparator {}; template <> class Comparator { public: static const char* type_str() { return "integer"; } static int generate() { return rand(); } static bool compare(int a, int b, int index, int errors) { if (a != b) { if (errors < 100) { printf("*** error: [%d] expected=%d, actual=%d\n", index, a, b); } return false; } return true; } }; template <> class Comparator { public: static const char* type_str() { return "float"; } static int generate() { return static_cast(rand()) / RAND_MAX; } static bool compare(float a, float b, int index, int errors) { 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); if (d > FLOAT_ULP) { if (errors < 100) { printf("*** error: [%d] expected=%f, actual=%f\n", index, a, b); } return false; } return true; } }; static void vecadd_cpu(TYPE *C, const TYPE* A, const TYPE *B, int N) { for (int i = 0; i < N; ++i) { C[i] = A[i] + B[i]; } } 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 b_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 (b_memobj) clReleaseMemObject(b_memobj); if (c_memobj) clReleaseMemObject(c_memobj); if (context) clReleaseContext(context); if (device_id) clReleaseDevice(device_id); if (kernel_bin) free(kernel_bin); } uint32_t size = 64; static void show_usage() { printf("Usage: [-n size] [-h: help]\n"); } static void parse_args(int argc, char **argv) { int c; while ((c = getopt(argc, argv, "n:h")) != -1) { switch (c) { case 'n': size = atoi(optarg); break; case 'h': show_usage(); exit(0); break; default: show_usage(); exit(-1); } } printf("Workload size=%d\n", size); } int main (int argc, char **argv) { // parse command arguments parse_args(argc, argv); 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)); printf("Allocate device buffers\n"); size_t nbytes = size * sizeof(TYPE); a_memobj = CL_CHECK2(clCreateBuffer(context, CL_MEM_READ_ONLY, nbytes, NULL, &_err)); b_memobj = CL_CHECK2(clCreateBuffer(context, CL_MEM_READ_ONLY, nbytes, NULL, &_err)); c_memobj = CL_CHECK2(clCreateBuffer(context, CL_MEM_WRITE_ONLY, 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)); // 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 *)&b_memobj)); CL_CHECK(clSetKernelArg(kernel, 2, sizeof(cl_mem), (void *)&c_memobj)); // Allocate memories for input arrays and output arrays. std::vector h_a(size); std::vector h_b(size); std::vector h_c(size); // Generate input values for (uint32_t i = 0; i < size; ++i) { h_a[i] = Comparator::generate(); h_b[i] = Comparator::generate(); } // 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, nbytes, h_a.data(), 0, NULL, NULL)); CL_CHECK(clEnqueueWriteBuffer(commandQueue, b_memobj, CL_TRUE, 0, nbytes, h_b.data(), 0, NULL, NULL)); printf("Execute the kernel\n"); size_t global_work_size[1] = {size}; size_t local_work_size[1] = {1}; auto time_start = std::chrono::high_resolution_clock::now(); CL_CHECK(clEnqueueNDRangeKernel(commandQueue, kernel, 1, NULL, global_work_size, local_work_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, nbytes, h_c.data(), 0, NULL, NULL)); printf("Verify result\n"); std::vector h_ref(size); vecadd_cpu(h_ref.data(), h_a.data(), h_b.data(), size); int errors = 0; for (uint32_t i = 0; i < size; ++i) { if (!Comparator::compare(h_c[i], h_ref[i], i, errors)) { ++errors; } } if (0 == errors) { printf("PASSED!\n"); } else { printf("FAILED! - %d errors\n", errors); } // Clean up cleanup(); return errors; }