/* ************************************************************************ * Copyright (C) 2023-2025 Advanced Micro Devices, Inc. All rights reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. * * ************************************************************************ */ #include #include #include #include #include "hipblas.h" #include "hipblas_init.hpp" #include "utility.h" #ifndef CHECK_HIP_ERROR #define CHECK_HIP_ERROR(error) \ if(error != hipSuccess) \ { \ fprintf(stderr, \ "Hip error: '%s'(%d) at %s:%d\n", \ hipGetErrorString(error), \ error, \ __FILE__, \ __LINE__); \ exit(EXIT_FAILURE); \ } #endif #ifndef CHECK_HIPBLAS_ERROR #define CHECK_HIPBLAS_ERROR(error) \ if(error != HIPBLAS_STATUS_SUCCESS) \ { \ fprintf(stderr, "hipBLAS error: "); \ if(error == HIPBLAS_STATUS_NOT_INITIALIZED) \ fprintf(stderr, "HIPBLAS_STATUS_NOT_INITIALIZED"); \ if(error == HIPBLAS_STATUS_ALLOC_FAILED) \ fprintf(stderr, "HIPBLAS_STATUS_ALLOC_FAILED"); \ if(error == HIPBLAS_STATUS_INVALID_VALUE) \ fprintf(stderr, "HIPBLAS_STATUS_INVALID_VALUE"); \ if(error == HIPBLAS_STATUS_MAPPING_ERROR) \ fprintf(stderr, "HIPBLAS_STATUS_MAPPING_ERROR"); \ if(error == HIPBLAS_STATUS_EXECUTION_FAILED) \ fprintf(stderr, "HIPBLAS_STATUS_EXECUTION_FAILED"); \ if(error == HIPBLAS_STATUS_INTERNAL_ERROR) \ fprintf(stderr, "HIPBLAS_STATUS_INTERNAL_ERROR"); \ if(error == HIPBLAS_STATUS_NOT_SUPPORTED) \ fprintf(stderr, "HIPBLAS_STATUS_NOT_SUPPORTED"); \ if(error == HIPBLAS_STATUS_INVALID_ENUM) \ fprintf(stderr, "HIPBLAS_STATUS_INVALID_ENUM"); \ if(error == HIPBLAS_STATUS_UNKNOWN) \ fprintf(stderr, "HIPBLAS_STATUS_UNKNOWN"); \ fprintf(stderr, "\n"); \ exit(EXIT_FAILURE); \ } #endif /* ============================================================================================ */ int main() { // Testing scalEx with alpha_type == x_type == f16_r; execution_type = f32_r int N = 10240; hipblasStatus_t status; hipblasHalf alpha = float_to_half(10.0f); // Naming: dX is in GPU (device) memory. hK is in CPU (host) memory, plz follow this practice std::vector hx(N); hipblasHalf* dx = nullptr; double gpu_time_used = 0.0; hipblasHandle_t handle; hipblasCreate(&handle); // allocate memory on device CHECK_HIP_ERROR(hipMalloc(&dx, N * sizeof(hipblasHalf))); // Initial Data on CPU srand(1); hipblas_init(hx.data(), 1, N, 1); // copy vector is easy in STL; hz(hx): save a copy in hz which will be output of CPU BLAS std::vector hz(hx); CHECK_HIP_ERROR(hipMemcpy(dx, hx.data(), sizeof(hipblasHalf) * N, hipMemcpyHostToDevice)); printf("N hipblas(us) \n"); gpu_time_used = get_time_us(); // in microseconds /* ===================================================================== ROCBLAS C interface =================================================================== */ status = hipblasScalEx(handle, N, &alpha, HIP_R_16F, dx, HIP_R_16F, 1, HIP_R_32F); if(status != HIPBLAS_STATUS_SUCCESS) { printf("Bad return status from hipblasScalEx: %d\n", status); CHECK_HIP_ERROR(hipFree(dx)); hipblasDestroy(handle); return status; } gpu_time_used = get_time_us() - gpu_time_used; // copy output from device to CPU CHECK_HIP_ERROR(hipMemcpy(hx.data(), dx, sizeof(hipblasHalf) * N, hipMemcpyDeviceToHost)); // verify hipblas_scal result bool error_in_element = false; for(int i = 0; i < N; i++) { hipblasHalf cpu_res = float_to_half(half_to_float(hz[i]) * half_to_float(alpha)); if(cpu_res != hx[i]) { printf("error in element %d: CPU=%f, GPU=%f ", i, half_to_float(cpu_res), half_to_float(hx[i])); error_in_element = true; break; } } printf("%d %8.2f \n", (int)N, gpu_time_used); if(error_in_element) { printf("SCALEX TEST FAILS\n"); } else { printf("SCALEX TEST PASSES\n"); } CHECK_HIP_ERROR(hipFree(dx)); hipblasDestroy(handle); return EXIT_SUCCESS; }