#include #include #include #include #include #include #include #include #include #include #include "common.h" #define KERNEL_NAME "fft_radix4" #define FLOAT_ULP 6 struct float2 { float x; float y; float2(float real = 0.0f, float imag = 0.0f) : x(real), y(imag) {} float2 operator+(const float2& other) const { return {x + other.x, y + other.y}; } float2 operator-(const float2& other) const { return {x - other.x, y - other.y}; } float2 operator*(const float2& other) const { return {x * other.x - y * other.y, x * other.y + y * other.x}; } }; #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 std::vector referenceDFT(const std::vector& input) { std::vector output(input.size()); for (unsigned int k = 0; k < input.size(); ++k) { // For each output element output[k] = {0, 0}; // Initialize to zero for (unsigned int n = 0; n < input.size(); ++n) { // For each input element float angle = -2 * M_PI * k * n / input.size(); float2 twiddle = {cos(angle), sin(angle)}; output[k].x += input[n].x * twiddle.x - input[n].y * twiddle.y; output[k].y += input[n].x * twiddle.y + input[n].y * twiddle.x; } } return output; } static int verifyOutput(const std::vector& output, const std::vector& reference, unsigned int N) { int errors = 0; for (unsigned int i = 0; i < N; ++i) { float2 diff = {output[i].x - reference[i].x, output[i].y - reference[i].y}; float error = sqrt(diff.x * diff.x + diff.y * diff.y); if (error > 1e-5) { printf("*** error: [%d] expected=(%f,%f), actual=(%f,%f)\n", i, reference[i].x, reference[i].y, output[i].x, output[i].y); ++errors; } } return errors; } 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 i_memobj = NULL; cl_mem o_memobj = NULL; uint8_t *kernel_bin = NULL; static void cleanup() { if (commandQueue) clReleaseCommandQueue(commandQueue); if (kernel) clReleaseKernel(kernel); if (program) clReleaseProgram(program); if (i_memobj) clReleaseMemObject(i_memobj); if (o_memobj) clReleaseMemObject(o_memobj); if (context) clReleaseContext(context); if (device_id) clReleaseDevice(device_id); if (kernel_bin) free(kernel_bin); } 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; // 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(float2); i_memobj = CL_CHECK2(clCreateBuffer(context, CL_MEM_READ_ONLY, nbytes, NULL, &_err)); o_memobj = CL_CHECK2(clCreateBuffer(context, CL_MEM_WRITE_ONLY, nbytes, NULL, &_err)); printf("Create program from kernel source\n"); #ifdef HOSTGPU 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)); #else if (0 != read_kernel_file("kernel.pocl", &kernel_bin, &kernel_size)) return -1; program = CL_CHECK2(clCreateProgramWithBinary( context, 1, &device_id, &kernel_size, (const uint8_t**)&kernel_bin, NULL, &_err)); #endif // 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 *)&i_memobj)); CL_CHECK(clSetKernelArg(kernel, 1, sizeof(cl_mem), (void *)&o_memobj)); CL_CHECK(clSetKernelArg(kernel, 2, sizeof(int), (void *)&size)); // Allocate memories for input arrays and output arrays. std::vector h_i(size); std::vector h_o(size); // Generate input values for (int i = 0; i < size; ++i) { h_i[i].x = sin(2 * M_PI * i / size); // Sine wave as an example h_i[i].y = 0.0f; // Zero imaginary part } // Creating command queue commandQueue = CL_CHECK2(clCreateCommandQueue(context, device_id, 0, &_err)); printf("Upload source buffers\n"); CL_CHECK(clEnqueueWriteBuffer(commandQueue, i_memobj, CL_TRUE, 0, nbytes, h_i.data(), 0, NULL, NULL)); printf("Execute the kernel\n"); size_t global_work_size[1] = {size}; size_t local_work_size[1] = {LOCAL_SIZE}; 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, o_memobj, CL_TRUE, 0, nbytes, h_o.data(), 0, NULL, NULL)); printf("Verify result\n"); std::vector reference = referenceDFT(h_i); auto errors = verifyOutput(h_o, reference, size); if (0 == errors) { printf("PASSED!\n"); } else { printf("FAILED! - %d errors\n", errors); } // Clean up cleanup(); return errors; }