/* ************************************************************************ * Copyright (C) 2018-2025 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 cop- * ies 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 IM- * PLIED, 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 CONNE- * CTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. * * ************************************************************************ */ #pragma once #include "benchmark.hpp" #include "testing_common.hpp" #include "blas1/rocblas_scal.hpp" // internal API template void testing_scal_bad_arg(const Arguments& arg) { auto rocblas_scal_fn = arg.api & c_API_FORTRAN ? rocblas_scal : rocblas_scal; auto rocblas_scal_fn_64 = arg.api & c_API_FORTRAN ? rocblas_scal_64 : rocblas_scal_64; int64_t N = 100; int64_t incx = 1; U alpha = (U)0.6; rocblas_local_handle handle{arg}; // Allocate device memory DEVICE_MEMCHECK(device_vector, dx, (N, incx)); DAPI_EXPECT(rocblas_status_invalid_handle, rocblas_scal_fn, (nullptr, N, &alpha, dx, incx)); DAPI_EXPECT(rocblas_status_invalid_pointer, rocblas_scal_fn, (handle, N, nullptr, dx, incx)); DAPI_EXPECT( rocblas_status_invalid_pointer, rocblas_scal_fn, (handle, N, &alpha, nullptr, incx)); } template void testing_scal(const Arguments& arg) { auto rocblas_scal_fn = arg.api & c_API_FORTRAN ? rocblas_scal : rocblas_scal; auto rocblas_scal_fn_64 = arg.api & c_API_FORTRAN ? rocblas_scal_64 : rocblas_scal_64; int64_t N = arg.N; int64_t incx = arg.incx; U h_alpha = arg.get_alpha(); bool HMM = arg.HMM; rocblas_local_handle handle{arg}; // argument sanity check before allocating invalid memory if(N <= 0 || incx <= 0) { CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); DAPI_CHECK(rocblas_scal_fn, (handle, N, nullptr, nullptr, incx)); return; } // Naming: `h` is in CPU (host) memory(eg hx), `d` is in GPU (device) memory (eg dx). // Allocate host memory HOST_MEMCHECK(host_vector, hx, (N, incx)); HOST_MEMCHECK(host_vector, hx_gold, (N, incx)); HOST_MEMCHECK(host_vector, halpha, (1)); halpha[0] = h_alpha; // Allocate device memory DEVICE_MEMCHECK(device_vector, d_alpha, (1)); // Initial Data on CPU rocblas_init_vector(hx, arg, rocblas_client_alpha_sets_nan, true); // copy vector is easy in STL; hx_gold = hx: hx_gold which will be output of CPU BLAS hx_gold = hx; double gpu_time_used, cpu_time_used; double rocblas_error_host = 0.0; double rocblas_error_device = 0.0; if(arg.unit_check || arg.norm_check) { // Allocate device memory DEVICE_MEMCHECK(device_vector, dx, (N, incx)); // copy data from CPU to device CHECK_HIP_ERROR(dx.transfer_from(hx)); if(arg.pointer_mode_host) { // GPU BLAS, rocblas_pointer_mode_host CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); handle.pre_test(arg); if(arg.api != INTERNAL) { DAPI_CHECK(rocblas_scal_fn, (handle, N, &h_alpha, dx, incx)); } else { rocblas_stride offset_x = arg.lda; CHECK_ROCBLAS_ERROR((rocblas_internal_scal_template( handle, N, &h_alpha, 0, dx + offset_x, -offset_x, incx, arg.stride_x, 1))); } handle.post_test(arg); // Transfer output from device to CPU CHECK_HIP_ERROR(hx.transfer_from(dx)); } if(arg.pointer_mode_device) { // GPU BLAS, rocblas_pointer_mode_device CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_device)); // copy data from CPU to device for rocblas_pointer_mode_device tests CHECK_HIP_ERROR(dx.transfer_from(hx_gold)); CHECK_HIP_ERROR(d_alpha.transfer_from(halpha)); handle.pre_test(arg); DAPI_CHECK(rocblas_scal_fn, (handle, N, d_alpha, dx, incx)); handle.post_test(arg); if(arg.repeatability_check) { HOST_MEMCHECK(host_vector, hx_copy, (N, incx)); CHECK_HIP_ERROR(hx.transfer_from(dx)); // multi-GPU support int device_id, device_count; CHECK_HIP_ERROR(limit_device_count(device_count, (int)arg.devices)); for(int dev_id = 0; dev_id < device_count; dev_id++) { CHECK_HIP_ERROR(hipGetDevice(&device_id)); if(device_id != dev_id) CHECK_HIP_ERROR(hipSetDevice(dev_id)); //New rocblas handle for new device rocblas_local_handle handle_copy{arg}; // Allocate device memory DEVICE_MEMCHECK(device_vector, dx_copy, (N, incx)); DEVICE_MEMCHECK(device_vector, d_alpha_copy, (1)); CHECK_HIP_ERROR(d_alpha_copy.transfer_from(halpha)); CHECK_ROCBLAS_ERROR( rocblas_set_pointer_mode(handle_copy, rocblas_pointer_mode_device)); for(int runs = 0; runs < arg.iters; runs++) { CHECK_HIP_ERROR(dx_copy.transfer_from(hx_gold)); DAPI_CHECK(rocblas_scal_fn, (handle_copy, N, d_alpha_copy, dx_copy, incx)); CHECK_HIP_ERROR(hx_copy.transfer_from(dx_copy)); unit_check_general(1, N, incx, hx, hx_copy); } } return; } } // CPU BLAS cpu_time_used = get_time_us_no_sync(); ref_scal(N, h_alpha, (T*)hx_gold, incx); cpu_time_used = get_time_us_no_sync() - cpu_time_used; if(arg.pointer_mode_host) { if(arg.unit_check) { unit_check_general(1, N, incx, hx_gold, hx); } if(arg.norm_check) { rocblas_error_host = norm_check_general('F', 1, N, incx, hx_gold, hx); } } if(arg.pointer_mode_device) { // Transfer output from device to CPU CHECK_HIP_ERROR(hx.transfer_from(dx)); if(arg.unit_check) { unit_check_general(1, N, incx, hx_gold, hx); } if(arg.norm_check) { rocblas_error_device = norm_check_general('F', 1, N, incx, hx_gold, hx); } } } // end of if unit/norm check if(arg.timing) { CHECK_ROCBLAS_ERROR(rocblas_set_pointer_mode(handle, rocblas_pointer_mode_host)); size_t aligned_stride_x = align_stride(size_t(N) * (incx >= 0 ? incx : -incx)); size_t x_size = incx >= 0 ? N * incx * sizeof(T) : N * (-incx) * sizeof(T); size_t x_cached_size = x_size; size_t flush_batch_count = calculate_flush_batch_count( arg.flush_batch_count, arg.flush_memory_size, x_cached_size); // allocate device rotating buffer arrays DEVICE_MEMCHECK(device_strided_batch_vector, dx_rot_buff, (N, incx, aligned_stride_x, flush_batch_count, HMM)); CHECK_HIP_ERROR(dx_rot_buff.broadcast_one_vector_from(hx)); hipStream_t stream; CHECK_ROCBLAS_ERROR(rocblas_get_stream(handle, &stream)); auto lambda_to_benchmark = [&](int flush_index) { DAPI_DISPATCH(rocblas_scal_fn, (handle, N, &h_alpha, dx_rot_buff[flush_index], incx)); }; Benchmark benchmark_scal( lambda_to_benchmark, stream, arg, flush_batch_count); benchmark_scal.run_timer(); ArgumentModel{}.log_args(rocblas_cout, arg, benchmark_scal.get_hot_time(), scal_gflop_count(N), scal_gbyte_count(N), cpu_time_used, rocblas_error_host, rocblas_error_device); } }