/*! \file */ /* ************************************************************************ * Copyright (c) 2019-2021 Advanced Micro Devices, Inc. * * 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" #include "rocsparse_enum.hpp" #include "auto_testing_bad_arg.hpp" template void testing_hybmv_bad_arg(const Arguments& arg) { const T h_alpha = static_cast(1); const T h_beta = static_cast(1); // Create rocsparse handle rocsparse_local_handle local_handle; // Create matrix descriptor rocsparse_local_mat_descr local_descr; rocsparse_local_hyb_mat local_hyb; rocsparse_handle handle = local_handle; rocsparse_operation trans = rocsparse_operation_none; const T* alpha_device_host = &h_alpha; const rocsparse_mat_descr descr = local_descr; const rocsparse_hyb_mat hyb = local_hyb; const T* x = (const T*)0x4; const T* beta_device_host = &h_beta; T* y = (T*)0x4; #define PARAMS handle, trans, alpha_device_host, descr, hyb, x, beta_device_host, y auto_testing_bad_arg(rocsparse_hybmv, PARAMS); for(auto matrix_type : rocsparse_matrix_type_t::values) { if(matrix_type != rocsparse_matrix_type_general) { CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, matrix_type)); EXPECT_ROCSPARSE_STATUS(rocsparse_hybmv(PARAMS), rocsparse_status_not_implemented); } } #undef PARAMS } template void testing_hybmv(const Arguments& arg) { rocsparse_int M = arg.M; rocsparse_int N = arg.N; rocsparse_operation trans = arg.transA; rocsparse_index_base base = arg.baseA; rocsparse_hyb_partition part = arg.part; rocsparse_int user_ell_width = arg.algo; host_scalar h_alpha(arg.get_alpha()); host_scalar h_beta(arg.get_beta()); // Create rocsparse handle rocsparse_local_handle handle; // Create matrix descriptor rocsparse_local_mat_descr descr; // Create hyb matrix rocsparse_local_hyb_mat hyb; // Set matrix index base CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descr, base)); #define PARAMS(alpha_, x_, beta_, y_) handle, trans, alpha_, descr, hyb, x_, beta_, y_ // Argument sanity check before allocating invalid memory if(M <= 0 || N <= 0) { static const size_t safe_size = 100; // Allocate memory on device device_vector dx(safe_size); device_vector dy(safe_size); if(!dx || !dy) { CHECK_HIP_ERROR(hipErrorOutOfMemory); return; } CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host)); CHECK_ROCSPARSE_ERROR( rocsparse_hybmv(handle, trans, h_alpha, descr, hyb, dx, h_beta, dy)); return; } rocsparse_matrix_factory matrix_factory(arg, arg.timing ? false : true, false); bool conform; rocsparse_int nnz; matrix_factory.init_hyb(hyb, M, N, nnz, base, conform); if(!conform) { return; } host_dense_matrix hx((trans == rocsparse_operation_none) ? N : M, 1); host_dense_matrix hy((trans == rocsparse_operation_none) ? M : N, 1); rocsparse_matrix_utils::init_exact(hx); rocsparse_matrix_utils::init_exact(hy); device_dense_matrix dx(hx), dy(hy); if(arg.unit_check) { // Pointer mode host CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host)); CHECK_ROCSPARSE_ERROR(rocsparse_hybmv(PARAMS(h_alpha, dx, h_beta, dy))); { // CPU hybmv rocsparse_hyb_mat ptr = hyb; test_hyb* dhyb = reinterpret_cast(ptr); rocsparse_int ell_width = dhyb->ell_width; rocsparse_int ell_nnz = dhyb->ell_nnz; rocsparse_int coo_nnz = dhyb->coo_nnz; host_ell_matrix hA_ell; host_coo_matrix hA_coo; if(ell_nnz > 0) { hA_ell.define(M, N, ell_width, base); hA_ell.ind.template transfer_from( (const rocsparse_int*)dhyb->ell_col_ind); hA_ell.val.template transfer_from((const T*)dhyb->ell_val); } if(coo_nnz > 0) { hA_coo.define(M, N, coo_nnz, base); hA_coo.row_ind.template transfer_from( (const rocsparse_int*)dhyb->coo_row_ind); hA_coo.col_ind.template transfer_from( (const rocsparse_int*)dhyb->coo_col_ind); hA_coo.val.template transfer_from((const T*)dhyb->coo_val); } host_dense_matrix hy_copy(hy); // CPU hybmv host_hybmv(trans, M, N, *h_alpha, hA_ell.nnz, hA_ell.ind, hA_ell.val, hA_ell.width, hA_coo.nnz, hA_coo.row_ind, hA_coo.col_ind, hA_coo.val, hx, *h_beta, hy, base); hy.near_check(dy); dy.transfer_from(hy_copy); } // Pointer mode device device_scalar d_alpha(h_alpha), d_beta(h_beta); CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device)); CHECK_ROCSPARSE_ERROR(rocsparse_hybmv(PARAMS(d_alpha, dx, d_beta, dy))); hy.near_check(dy); } if(arg.timing) { int number_cold_calls = 2; int number_hot_calls = arg.iters; CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host)); // Warm up for(int iter = 0; iter < number_cold_calls; ++iter) { CHECK_ROCSPARSE_ERROR(rocsparse_hybmv(PARAMS(h_alpha, dx, h_beta, dy))); } double gpu_time_used = get_time_us(); // Performance run for(int iter = 0; iter < number_hot_calls; ++iter) { CHECK_ROCSPARSE_ERROR(rocsparse_hybmv(PARAMS(h_alpha, dx, h_beta, dy))); } gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls; double gflop_count = spmv_gflop_count(M, nnz, *h_beta != static_cast(0)); double gpu_gflops = get_gpu_gflops(gpu_time_used, gflop_count); if(part == rocsparse_hyb_partition_user) { display_timing_info("M", M, "N", N, "nnz", nnz, "alpha", *h_alpha, "beta", *h_beta, "partition", rocsparse_partition2string(part), "width", user_ell_width, s_timing_info_perf, gpu_gflops, s_timing_info_time, get_gpu_time_msec(gpu_time_used), "iter", number_hot_calls, "verified", (arg.unit_check ? "yes" : "no")); } else { display_timing_info("M", M, "N", N, "nnz", nnz, "alpha", *h_alpha, "beta", *h_beta, "partition", rocsparse_partition2string(part), s_timing_info_perf, gpu_gflops, s_timing_info_time, get_gpu_time_msec(gpu_time_used), "iter", number_hot_calls, "verified", (arg.unit_check ? "yes" : "no")); } } } #define INSTANTIATE(TYPE) \ template void testing_hybmv_bad_arg(const Arguments& arg); \ template void testing_hybmv(const Arguments& arg) INSTANTIATE(float); INSTANTIATE(double); INSTANTIATE(rocsparse_float_complex); INSTANTIATE(rocsparse_double_complex);