/*! \file */ /* ************************************************************************ * 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_gemmi_bad_arg(const Arguments& arg) { static const size_t safe_size = 100; // Create rocsparse handle rocsparse_local_handle local_handle; // Create rocsparse mat descriptor rocsparse_local_mat_descr local_descr; T h_alpha = static_cast(1); T h_beta = static_cast(1); rocsparse_handle handle = local_handle; rocsparse_operation trans_A = rocsparse_operation_none; rocsparse_operation trans_B = rocsparse_operation_transpose; rocsparse_int m = safe_size; rocsparse_int n = safe_size; rocsparse_int k = safe_size; rocsparse_int nnz = safe_size; const T* alpha = &h_alpha; const T* A = (const T*)0x4; rocsparse_int lda = safe_size; const rocsparse_mat_descr descr = local_descr; const T* csr_val = (const T*)0x4; const rocsparse_int* csr_row_ptr = (const rocsparse_int*)0x4; const rocsparse_int* csr_col_ind = (const rocsparse_int*)0x4; const T* beta = &h_beta; T* C = (T*)0x4; rocsparse_int ldc = safe_size; #define PARAMS \ handle, trans_A, trans_B, m, n, k, nnz, alpha, A, lda, descr, csr_val, csr_row_ptr, \ csr_col_ind, beta, C, ldc bad_arg_analysis(rocsparse_gemmi, PARAMS); { auto tmp = trans_A; trans_A = rocsparse_operation_transpose; EXPECT_ROCSPARSE_STATUS(rocsparse_gemmi(PARAMS), rocsparse_status_not_implemented); trans_A = tmp; } CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, rocsparse_matrix_type_symmetric)); EXPECT_ROCSPARSE_STATUS(rocsparse_gemmi(PARAMS), rocsparse_status_not_implemented); CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, rocsparse_matrix_type_general)); #undef PARAMS } template void testing_gemmi(const Arguments& arg) { rocsparse_int M = arg.M; rocsparse_int N = arg.N; rocsparse_int K = arg.K; rocsparse_operation transA = arg.transA; rocsparse_operation transB = arg.transB; rocsparse_index_base base = arg.baseA; rocsparse_storage_mode storage = arg.storage; rocsparse_matrix_factory matrix_factory(arg); host_scalar h_alpha(arg.get_alpha()); host_scalar h_beta(arg.get_beta()); device_scalar d_alpha(h_alpha); device_scalar d_beta(h_beta); // Create rocsparse handle rocsparse_local_handle handle(arg); // Create rocsparse mat descriptor rocsparse_local_mat_descr descr; // Set matrix index base CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descr, base)); // Set matrix storage mode CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_storage_mode(descr, storage)); host_csr_matrix hB; matrix_factory.init_csr(hB, (transB == rocsparse_operation_none) ? K : N, (transB == rocsparse_operation_none) ? N : K); host_dense_matrix hA(M, K), hC(M, N); rocsparse_matrix_utils::init(hA); rocsparse_matrix_utils::init(hC); device_csr_matrix dB(hB); device_dense_matrix dA(hA), dC(hC); #define PARAMS(_ta, _tb, _a, _da, _db, _b, _dc) \ handle, _ta, _tb, _dc.m, _dc.n, (_ta == rocsparse_operation_none) ? _da.n : _da.m, _db.nnz, \ _a, _da, _da.ld, descr, _db.val, _db.ptr, _db.ind, _b, _dc, _dc.ld if(arg.unit_check) { // Pointer mode host CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host)); CHECK_ROCSPARSE_ERROR( testing::rocsparse_gemmi(PARAMS(transA, transB, h_alpha, dA, dB, h_beta, dC))); if(ROCSPARSE_REPRODUCIBILITY) { rocsparse_reproducibility::save("C pointer mode host", dC); } host_dense_matrix hC_copy(hC); host_gemmi(M, N, transA, transB, *h_alpha, hA, hA.ld, hB.ptr, hB.ind, hB.val, *h_beta, hC, hC.ld, base); hC.unit_check(dC); dC = hC_copy; // Pointer mode device CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device)); CHECK_ROCSPARSE_ERROR( testing::rocsparse_gemmi(PARAMS(transA, transB, d_alpha, dA, dB, d_beta, dC))); if(ROCSPARSE_REPRODUCIBILITY) { rocsparse_reproducibility::save("C pointer mode device", dC); } hC.unit_check(dC); } const rocsparse_int nnz_A = hA.m * hA.n; const rocsparse_int nnz_B = hB.nnz; const rocsparse_int nnz_C = hC.m * hC.n; 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_gemmi, PARAMS(transA, transB, h_alpha, dA, dB, h_beta, dC)); double gpu_gflops = get_gpu_gflops(gpu_time_used, csrmm_gflop_count, M, hB.nnz, nnz_C, *h_beta != static_cast(0)); double gpu_gbyte = get_gpu_gbyte(gpu_time_used, csrmm_gbyte_count, hB.m, hB.nnz, nnz_A, nnz_C, *h_beta != static_cast(0)); display_timing_info(display_key_t::M, M, display_key_t::N, N, display_key_t::K, K, display_key_t::trans_A, rocsparse_operation2string(transA), display_key_t::trans_B, rocsparse_operation2string(transB), display_key_t::nnz_A, nnz_A, display_key_t::nnz_B, nnz_B, display_key_t::nnz_C, nnz_C, 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)); } #undef PARAMS } #define INSTANTIATE(TYPE) \ template void testing_gemmi_bad_arg(const Arguments& arg); \ template void testing_gemmi(const Arguments& arg) INSTANTIATE(float); INSTANTIATE(double); INSTANTIATE(rocsparse_float_complex); INSTANTIATE(rocsparse_double_complex); void testing_gemmi_extra(const Arguments& arg) {}