#include #include #include #include #include #include #include #include #define KERNEL_NAME "vecadd_loop" #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 int write_operand_file(const char* filename, void* data, size_t size) { if (nullptr == filename || nullptr == data || 0 == size) return -1; FILE* fp = fopen(filename, "wb"); if (NULL == fp) { fprintf(stderr, "Failed to write operand data.\n"); return -1; } size_t wsize = fwrite(data, size, 1, fp); if (wsize != 1) { fprintf(stderr, "Failed to write operand data.\n"); return -1; } return 0; } static bool almost_equal(float a, float b, int ulp = 4) { union fi_t { int i; float f; }; fi_t fa, fb; fa.f = a; fb.f = b; return std::abs(fa.i - fb.i) <= ulp; } 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; float *h_a = NULL; float *h_b = NULL; float *h_c = 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); if (h_a) free(h_a); if (h_b) free(h_b); if (h_c) free(h_c); } int 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': case '?': { 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; cl_int binary_status; // read kernel binary from file if (0 != read_kernel_file("kernel.pocl", &kernel_bin, &kernel_size)) return -1; // 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(float); 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"); program = CL_CHECK2(clCreateProgramWithBinary( context, 1, &device_id, &kernel_size, (const uint8_t**)&kernel_bin, &binary_status, &_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 // NOTE(hansung): clSetKernelArg doesn't seem to incur any device-specific // operation 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. h_a = (float*)malloc(nbytes); h_b = (float*)malloc(nbytes); h_c = (float*)malloc(nbytes); // Initialize values for array members. for (int i = 0; i < size; ++i) { h_a[i] = sinf(i)*sinf(i); h_b[i] = cosf(i)*cosf(i); h_c[i] = 0xdeadbeef; //printf("*** [%d]: h_a=%f, h_b=%f\n", i, h_a[i], h_b[i]); } // NOTE(hansung): Dump operand buffer to a file if (write_operand_file("vecadd.input.a.bin", h_a, nbytes) != 0) return EXIT_FAILURE; if (write_operand_file("vecadd.input.b.bin", h_b, nbytes) != 0) return EXIT_FAILURE; // Creating command queue // NOTE(hansung): The 3rd properties arg is a bit-field, where fields like // CL_QUEUE_OUT_OF_ORDER_EXEC_MODE_ENABLE can be set. With value of 0, // nothing is set and the commands in the queue will be completed in-order. // See OpenCL 1.2 spec, section 5.1 commandQueue = CL_CHECK2(clCreateCommandQueue( context, device_id, 0 /* command-queue properties */, &_err)); printf("Upload source buffers\n"); CL_CHECK(clEnqueueWriteBuffer(commandQueue, a_memobj, CL_TRUE, 0, nbytes, h_a, 0, NULL, NULL)); CL_CHECK(clEnqueueWriteBuffer(commandQueue, b_memobj, CL_TRUE, 0, nbytes, h_b, 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)); // NOTE(hansung): clFinish blocks until all kernels in the command queue are // finished. This seems to be what actually kicks off kernel execution. 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, 0, NULL, NULL)); printf("Verify result\n"); int errors = 0; for (int i = 0; i < size; ++i) { float ref = h_a[i] + h_b[i]; if (!almost_equal(h_c[i], ref)) { if (errors < 100) printf("*** error: [%d] expected=%f, actual=%f, a=%f, b=%f\n", i, ref, h_c[i], h_a[i], h_b[i]); ++errors; } } if (0 == errors) { printf("PASSED!\n"); } else { printf("FAILED! - %d errors\n", errors); } // Clean up cleanup(); return errors; }