/* ************************************************************************ * Copyright (C) 2020-2025 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 "testing.hpp" template void testing_axpby_bad_arg(const Arguments& arg) { rocsparse_local_handle local_handle; rocsparse_handle handle = local_handle; rocsparse_const_spvec_descr x = (rocsparse_const_spvec_descr)0x4; rocsparse_dnvec_descr y = (rocsparse_dnvec_descr)0x4; const void* alpha = (const void*)0x4; const void* beta = (const void*)0x4; bad_arg_analysis(rocsparse_axpby, handle, alpha, x, beta, y); } template void testing_axpby(const Arguments& arg) { I size = arg.M; I nnz = arg.nnz; T h_alpha = arg.get_alpha(); T h_beta = arg.get_beta(); rocsparse_index_base base = arg.baseA; // Index and data type rocsparse_indextype itype = get_indextype(); rocsparse_datatype xtype = get_datatype(); rocsparse_datatype ytype = get_datatype(); // Create rocsparse handle rocsparse_local_handle handle(arg); // Allocate host memory for matrix host_vector hx_ind(nnz); host_vector hx_val(nnz); host_vector hy_1(size); host_vector hy_2(size); host_vector hy_gold(size); // Initialize data on CPU rocsparse_seedrand(); rocsparse_init_index(hx_ind, nnz, base, size + base); rocsparse_init(hx_val, 1, nnz, 1, arg.convert_to_int); rocsparse_init(hy_1, 1, size, 1, arg.convert_to_int); hy_2 = hy_1; hy_gold = hy_1; // Allocate device memory device_vector dx_ind(nnz); device_vector dx_val(nnz); device_vector dy_1(size); device_vector dy_2(size); device_vector d_alpha(1); device_vector d_beta(1); // Copy data from CPU to device CHECK_HIP_ERROR(hipMemcpy(dx_ind, hx_ind, sizeof(I) * nnz, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dx_val, hx_val, sizeof(X) * nnz, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dy_1, hy_1, sizeof(Y) * size, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dy_2, dy_1, sizeof(Y) * size, hipMemcpyDeviceToDevice)); CHECK_HIP_ERROR(hipMemcpy(d_alpha, &h_alpha, sizeof(T), hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(d_beta, &h_beta, sizeof(T), hipMemcpyHostToDevice)); // Create descriptors rocsparse_local_spvec x(size, nnz, dx_ind, dx_val, itype, base, xtype); rocsparse_local_dnvec y1(size, dy_1, ytype); rocsparse_local_dnvec y2(size, dy_2, ytype); if(arg.unit_check) { // axpby - host pointer mode CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host)); CHECK_ROCSPARSE_ERROR(testing::rocsparse_axpby(handle, &h_alpha, x, &h_beta, y1)); // axpby - device pointer mode CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device)); CHECK_ROCSPARSE_ERROR(testing::rocsparse_axpby(handle, d_alpha, x, d_beta, y2)); // Copy output to host CHECK_HIP_ERROR(hipMemcpy(hy_1, dy_1, sizeof(Y) * size, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(hy_2, dy_2, sizeof(Y) * size, hipMemcpyDeviceToHost)); // CPU axpby host_axpby(size, nnz, h_alpha, hx_val, hx_ind, h_beta, hy_gold, base); hy_gold.unit_check(hy_1); hy_gold.unit_check(hy_2); if(ROCSPARSE_REPRODUCIBILITY) { rocsparse_reproducibility::save( "Y with host pointer", dy_1, "Y with device pointer", dy_2); } } if(arg.timing) { CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host)); const double gpu_time_used = rocsparse_clients::run_benchmark( arg, rocsparse_axpby, handle, &h_alpha, x, &h_beta, y1); double gflop_count = axpby_gflop_count(nnz); double gbyte_count = axpby_gbyte_count(nnz); double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count); double gpu_gflops = get_gpu_gflops(gpu_time_used, gflop_count); display_timing_info(display_key_t::size, size, display_key_t::nnz, nnz, display_key_t::alpha, h_alpha, display_key_t::beta, h_beta, display_key_t::gflops, gpu_gflops, display_key_t::bandwidth, gpu_gbyte, display_key_t::time_ms, get_gpu_time_msec(gpu_time_used)); } } #define INSTANTIATE(ITYPE, XTYPE, YTYPE, TTYPE) \ template void testing_axpby_bad_arg(const Arguments& arg); \ template void testing_axpby(const Arguments& arg) INSTANTIATE(int32_t, rocsparse_bfloat16, rocsparse_bfloat16, float); INSTANTIATE(int32_t, _Float16, _Float16, float); INSTANTIATE(int32_t, float, float, float); INSTANTIATE(int32_t, double, double, double); INSTANTIATE(int32_t, rocsparse_float_complex, rocsparse_float_complex, rocsparse_float_complex); INSTANTIATE(int32_t, rocsparse_double_complex, rocsparse_double_complex, rocsparse_double_complex); INSTANTIATE(int64_t, rocsparse_bfloat16, rocsparse_bfloat16, float); INSTANTIATE(int64_t, _Float16, _Float16, float); INSTANTIATE(int64_t, float, float, float); INSTANTIATE(int64_t, double, double, double); INSTANTIATE(int64_t, rocsparse_float_complex, rocsparse_float_complex, rocsparse_float_complex); INSTANTIATE(int64_t, rocsparse_double_complex, rocsparse_double_complex, rocsparse_double_complex); void testing_axpby_extra(const Arguments& arg) {}