derek.holloway
7502bf64a4
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909 lines
38 KiB
C++
909 lines
38 KiB
C++
/*! \file */
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/* ************************************************************************
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* Copyright (C) 2019-2024 Advanced Micro Devices, Inc. All rights Reserved.
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to deal
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* in the Software without restriction, including without limitation the rights
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* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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* copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in
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* all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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* THE SOFTWARE.
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*
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* ************************************************************************ */
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#include "testing.hpp"
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template <typename T>
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void testing_csrgemm_reuse_bad_arg(const Arguments& arg)
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{
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static const size_t safe_size = 100;
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T h_alpha = 0.6;
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T h_beta = 0.2;
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// Create rocsparse handle
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rocsparse_local_handle local_handle;
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// Create matrix descriptors
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rocsparse_local_mat_descr local_descr_A;
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rocsparse_local_mat_descr local_descr_B;
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rocsparse_local_mat_descr local_descr_C;
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rocsparse_local_mat_descr local_descr_D;
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// Create info desciptor
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rocsparse_local_mat_info local_info_C;
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rocsparse_handle handle = local_handle;
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rocsparse_operation trans_A = rocsparse_operation_none;
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rocsparse_operation trans_B = rocsparse_operation_none;
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rocsparse_int m = safe_size;
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rocsparse_int n = safe_size;
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rocsparse_int k = safe_size;
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rocsparse_mat_info info_C = local_info_C;
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size_t* buffer_size = (size_t*)0x4;
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void* temp_buffer = (void*)0x4;
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// C matrix
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const rocsparse_mat_descr descr_C = local_descr_C;
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T* csr_val_C = (T*)0x4;
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rocsparse_int* csr_row_ptr_C = (rocsparse_int*)0x4;
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rocsparse_int* csr_col_ind_C = (rocsparse_int*)0x4;
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#define PARAMS_BUFFER_SIZE \
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handle, trans_A, trans_B, m, n, k, alpha, descr_A, nnz_A, csr_row_ptr_A, csr_col_ind_A, \
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descr_B, nnz_B, csr_row_ptr_B, csr_col_ind_B, beta, descr_D, nnz_D, csr_row_ptr_D, \
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csr_col_ind_D, info_C, buffer_size
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#define PARAMS_NNZ \
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handle, trans_A, trans_B, m, n, k, descr_A, nnz_A, csr_row_ptr_A, csr_col_ind_A, descr_B, \
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nnz_B, csr_row_ptr_B, csr_col_ind_B, descr_D, nnz_D, csr_row_ptr_D, csr_col_ind_D, \
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descr_C, csr_row_ptr_C, nnz_C, info_C, temp_buffer
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#define PARAMS_SYMBOLIC \
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handle, trans_A, trans_B, m, n, k, descr_A, nnz_A, csr_row_ptr_A, csr_col_ind_A, descr_B, \
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nnz_B, csr_row_ptr_B, csr_col_ind_B, descr_D, nnz_D, csr_row_ptr_D, csr_col_ind_D, \
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descr_C, nnz_C, csr_row_ptr_C, csr_col_ind_C, info_C, temp_buffer
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#define PARAMS_NUMERIC \
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handle, trans_A, trans_B, m, n, k, alpha, descr_A, nnz_A, csr_val_A, csr_row_ptr_A, \
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csr_col_ind_A, descr_B, nnz_B, csr_val_B, csr_row_ptr_B, csr_col_ind_B, beta, descr_D, \
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nnz_D, csr_val_D, csr_row_ptr_D, csr_col_ind_D, descr_C, nnz_C, csr_val_C, csr_row_ptr_C, \
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csr_col_ind_C, info_C, temp_buffer
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// 4 Scenarios need to be tested:
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// Scenario 1: alpha == nullptr && beta == nullptr
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// Scenario 2: alpha != nullptr && beta == nullptr
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// Scenario 3: alpha == nullptr && beta != nullptr
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// Scenario 4: alpha != nullptr && beta != nullptr
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// ###############################################
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// Scenario 1: alpha == nullptr && beta == nullptr
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// ###############################################
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{
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// In this scenario matrices A == B == D == nullptr
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static constexpr int nargs_to_exclude_buffer_size = 14;
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static constexpr int nargs_to_exclude_nnz = 16;
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static constexpr int nargs_to_exclude_symbolic = 17;
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static constexpr int nargs_to_exclude_numeric = 18;
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const int args_to_exclude_buffer_size[nargs_to_exclude_buffer_size]
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= {6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19};
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const int args_to_exclude_nnz[nargs_to_exclude_nnz]
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= {6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22};
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const int args_to_exclude_symbolic[nargs_to_exclude_symbolic]
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= {6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 22, 23};
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const int args_to_exclude_numeric[nargs_to_exclude_numeric]
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= {6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 29};
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const T* alpha = (const T*)nullptr;
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const T* beta = (const T*)nullptr;
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// A matrix
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const rocsparse_mat_descr descr_A = (const rocsparse_mat_descr) nullptr;
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rocsparse_int nnz_A = 0;
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const T* csr_val_A = (const T*)nullptr;
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const rocsparse_int* csr_row_ptr_A = (const rocsparse_int*)nullptr;
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const rocsparse_int* csr_col_ind_A = (const rocsparse_int*)nullptr;
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// B matrix
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const rocsparse_mat_descr descr_B = (const rocsparse_mat_descr) nullptr;
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rocsparse_int nnz_B = 0;
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const T* csr_val_B = (const T*)nullptr;
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const rocsparse_int* csr_row_ptr_B = (const rocsparse_int*)nullptr;
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const rocsparse_int* csr_col_ind_B = (const rocsparse_int*)nullptr;
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// D matrix
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const rocsparse_mat_descr descr_D = (const rocsparse_mat_descr) nullptr;
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rocsparse_int nnz_D = 0;
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const T* csr_val_D = (const T*)nullptr;
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const rocsparse_int* csr_row_ptr_D = (const rocsparse_int*)nullptr;
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const rocsparse_int* csr_col_ind_D = (const rocsparse_int*)nullptr;
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select_bad_arg_analysis(rocsparse_csrgemm_buffer_size<T>,
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nargs_to_exclude_buffer_size,
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args_to_exclude_buffer_size,
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PARAMS_BUFFER_SIZE);
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{
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rocsparse_int* nnz_C = (rocsparse_int*)0x4;
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select_bad_arg_analysis(
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rocsparse_csrgemm_nnz, nargs_to_exclude_nnz, args_to_exclude_nnz, PARAMS_NNZ);
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}
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{
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rocsparse_int nnz_C = safe_size;
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;
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select_bad_arg_analysis(rocsparse_csrgemm_symbolic,
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nargs_to_exclude_symbolic,
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args_to_exclude_symbolic,
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PARAMS_SYMBOLIC);
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select_bad_arg_analysis(rocsparse_csrgemm_numeric<T>,
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nargs_to_exclude_numeric,
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args_to_exclude_numeric,
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PARAMS_NUMERIC);
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}
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}
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// ###############################################
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// Scenario 2: alpha != nullptr && beta == nullptr
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// ###############################################
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{
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// In this scenario matrices A != B != nullptr and D == nullptr
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static constexpr int nargs_to_exclude_buffer_size = 6;
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static constexpr int nargs_to_exclude_nnz = 4;
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static constexpr int nargs_to_exclude_symbolic = 4;
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static constexpr int nargs_to_exclude_numeric = 6;
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const int args_to_exclude_buffer_size[nargs_to_exclude_buffer_size]
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= {6, 15, 16, 17, 18, 19};
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const int args_to_exclude_nnz[nargs_to_exclude_nnz] = {14, 15, 16, 17};
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const int args_to_exclude_symbolic[nargs_to_exclude_symbolic] = {14, 15, 16, 17};
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const int args_to_exclude_numeric[nargs_to_exclude_numeric] = {17, 18, 19, 20, 21, 22};
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const T* alpha = &h_alpha;
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const T* beta = (const T*)nullptr;
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// A matrix
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const rocsparse_mat_descr descr_A = local_descr_A;
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rocsparse_int nnz_A = safe_size;
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const T* csr_val_A = (const T*)0x4;
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const rocsparse_int* csr_row_ptr_A = (const rocsparse_int*)0x4;
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const rocsparse_int* csr_col_ind_A = (const rocsparse_int*)0x4;
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// B matrix
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const rocsparse_mat_descr descr_B = local_descr_B;
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rocsparse_int nnz_B = safe_size;
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const T* csr_val_B = (const T*)0x4;
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const rocsparse_int* csr_row_ptr_B = (const rocsparse_int*)0x4;
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const rocsparse_int* csr_col_ind_B = (const rocsparse_int*)0x4;
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// D matrix
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const rocsparse_mat_descr descr_D = (const rocsparse_mat_descr) nullptr;
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rocsparse_int nnz_D = 0;
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const T* csr_val_D = (const T*)nullptr;
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const rocsparse_int* csr_row_ptr_D = (const rocsparse_int*)nullptr;
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const rocsparse_int* csr_col_ind_D = (const rocsparse_int*)nullptr;
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select_bad_arg_analysis(rocsparse_csrgemm_buffer_size<T>,
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nargs_to_exclude_buffer_size,
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args_to_exclude_buffer_size,
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PARAMS_BUFFER_SIZE);
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{
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rocsparse_int* nnz_C = (rocsparse_int*)0x4;
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select_bad_arg_analysis(
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rocsparse_csrgemm_nnz, nargs_to_exclude_nnz, args_to_exclude_nnz, PARAMS_NNZ);
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}
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{
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rocsparse_int nnz_C = safe_size;
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;
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select_bad_arg_analysis(rocsparse_csrgemm_symbolic,
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nargs_to_exclude_symbolic,
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args_to_exclude_symbolic,
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PARAMS_SYMBOLIC);
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select_bad_arg_analysis(rocsparse_csrgemm_numeric<T>,
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nargs_to_exclude_numeric,
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args_to_exclude_numeric,
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PARAMS_NUMERIC);
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}
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}
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// ###############################################
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// Scenario 3: alpha == nullptr && beta != nullptr
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// ###############################################
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{
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// In this scenario matrices A == B == nullptr and D != nullptr
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static constexpr int nargs_to_exclude_buffer_size = 11;
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static constexpr int nargs_to_exclude_nnz = 9;
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static constexpr int nargs_to_exclude_symbolic = 9;
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static constexpr int nargs_to_exclude_numeric = 12;
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const int args_to_exclude_buffer_size[nargs_to_exclude_buffer_size]
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= {5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15};
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const int args_to_exclude_nnz[nargs_to_exclude_nnz] = {6, 7, 8, 9, 10, 11, 12, 13, 22};
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const int args_to_exclude_symbolic[nargs_to_exclude_symbolic]
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= {6, 7, 8, 9, 10, 11, 12, 13, 23};
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const int args_to_exclude_numeric[nargs_to_exclude_numeric]
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= {6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 29};
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const T* alpha = (const T*)nullptr;
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const T* beta = &h_beta;
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temp_buffer = (void*)nullptr;
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// A matrix
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const rocsparse_mat_descr descr_A = (const rocsparse_mat_descr) nullptr;
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rocsparse_int nnz_A = 0;
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const T* csr_val_A = (const T*)nullptr;
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const rocsparse_int* csr_row_ptr_A = (const rocsparse_int*)nullptr;
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const rocsparse_int* csr_col_ind_A = (const rocsparse_int*)nullptr;
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// B matrix
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const rocsparse_mat_descr descr_B = (const rocsparse_mat_descr) nullptr;
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rocsparse_int nnz_B = 0;
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const T* csr_val_B = (const T*)nullptr;
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const rocsparse_int* csr_row_ptr_B = (const rocsparse_int*)nullptr;
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const rocsparse_int* csr_col_ind_B = (const rocsparse_int*)nullptr;
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// D matrix
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const rocsparse_mat_descr descr_D = local_descr_D;
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rocsparse_int nnz_D = safe_size;
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const T* csr_val_D = (const T*)0x4;
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const rocsparse_int* csr_row_ptr_D = (const rocsparse_int*)0x4;
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const rocsparse_int* csr_col_ind_D = (const rocsparse_int*)0x4;
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select_bad_arg_analysis(rocsparse_csrgemm_buffer_size<T>,
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nargs_to_exclude_buffer_size,
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args_to_exclude_buffer_size,
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PARAMS_BUFFER_SIZE);
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{
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rocsparse_int* nnz_C = (rocsparse_int*)0x4;
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select_bad_arg_analysis(
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rocsparse_csrgemm_nnz, nargs_to_exclude_nnz, args_to_exclude_nnz, PARAMS_NNZ);
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}
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{
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rocsparse_int nnz_C = safe_size;
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;
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select_bad_arg_analysis(rocsparse_csrgemm_symbolic,
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nargs_to_exclude_symbolic,
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args_to_exclude_symbolic,
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PARAMS_SYMBOLIC);
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select_bad_arg_analysis(rocsparse_csrgemm_numeric<T>,
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nargs_to_exclude_numeric,
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args_to_exclude_numeric,
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PARAMS_NUMERIC);
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}
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temp_buffer = (void*)0x4;
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}
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// ###############################################
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// Scenario 4: alpha != nullptr && beta != nullptr
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// ###############################################
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{
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// In this scenario matrices A != B != D != nullptr
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static constexpr int nargs_to_exclude_buffer_size = 2;
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static constexpr int nargs_to_exclude_numeric = 2;
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const int args_to_exclude_buffer_size[nargs_to_exclude_buffer_size] = {6, 15};
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const int args_to_exclude_numeric[nargs_to_exclude_numeric] = {6, 17};
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const T* alpha = &h_alpha;
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const T* beta = &h_beta;
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// A matrix
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const rocsparse_mat_descr descr_A = local_descr_A;
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rocsparse_int nnz_A = safe_size;
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const T* csr_val_A = (const T*)0x4;
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const rocsparse_int* csr_row_ptr_A = (const rocsparse_int*)0x4;
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const rocsparse_int* csr_col_ind_A = (const rocsparse_int*)0x4;
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// B matrix
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const rocsparse_mat_descr descr_B = local_descr_B;
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rocsparse_int nnz_B = safe_size;
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const T* csr_val_B = (const T*)0x4;
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const rocsparse_int* csr_row_ptr_B = (const rocsparse_int*)0x4;
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const rocsparse_int* csr_col_ind_B = (const rocsparse_int*)0x4;
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// D matrix
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const rocsparse_mat_descr descr_D = local_descr_D;
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rocsparse_int nnz_D = safe_size;
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const T* csr_val_D = (const T*)0x4;
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const rocsparse_int* csr_row_ptr_D = (const rocsparse_int*)0x4;
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const rocsparse_int* csr_col_ind_D = (const rocsparse_int*)0x4;
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select_bad_arg_analysis(rocsparse_csrgemm_buffer_size<T>,
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nargs_to_exclude_buffer_size,
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args_to_exclude_buffer_size,
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PARAMS_BUFFER_SIZE);
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{
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rocsparse_int* nnz_C = (rocsparse_int*)0x4;
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bad_arg_analysis(rocsparse_csrgemm_nnz, PARAMS_NNZ);
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}
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{
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rocsparse_int nnz_C = safe_size;
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;
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bad_arg_analysis(rocsparse_csrgemm_symbolic, PARAMS_SYMBOLIC);
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select_bad_arg_analysis(rocsparse_csrgemm_numeric<T>,
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nargs_to_exclude_numeric,
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args_to_exclude_numeric,
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PARAMS_NUMERIC);
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}
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}
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//
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// Not implemented cases.
|
|
//
|
|
{
|
|
const T* alpha = &h_alpha;
|
|
const T* beta = &h_beta;
|
|
// A matrix
|
|
const rocsparse_mat_descr descr_A = local_descr_A;
|
|
rocsparse_int nnz_A = safe_size;
|
|
const T* csr_val_A = (const T*)0x4;
|
|
const rocsparse_int* csr_row_ptr_A = (const rocsparse_int*)0x4;
|
|
const rocsparse_int* csr_col_ind_A = (const rocsparse_int*)0x4;
|
|
|
|
// B matrix
|
|
const rocsparse_mat_descr descr_B = local_descr_B;
|
|
rocsparse_int nnz_B = safe_size;
|
|
const T* csr_val_B = (const T*)0x4;
|
|
const rocsparse_int* csr_row_ptr_B = (const rocsparse_int*)0x4;
|
|
const rocsparse_int* csr_col_ind_B = (const rocsparse_int*)0x4;
|
|
|
|
// D matrix
|
|
const rocsparse_mat_descr descr_D = local_descr_D;
|
|
rocsparse_int nnz_D = safe_size;
|
|
const T* csr_val_D = (const T*)0x4;
|
|
const rocsparse_int* csr_row_ptr_D = (const rocsparse_int*)0x4;
|
|
const rocsparse_int* csr_col_ind_D = (const rocsparse_int*)0x4;
|
|
{
|
|
rocsparse_operation op = trans_A;
|
|
trans_A = rocsparse_operation_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_buffer_size<T>(PARAMS_BUFFER_SIZE),
|
|
rocsparse_status_not_implemented);
|
|
trans_A = rocsparse_operation_conjugate_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_buffer_size<T>(PARAMS_BUFFER_SIZE),
|
|
rocsparse_status_not_implemented);
|
|
trans_A = op;
|
|
|
|
op = trans_B;
|
|
trans_B = rocsparse_operation_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_buffer_size<T>(PARAMS_BUFFER_SIZE),
|
|
rocsparse_status_not_implemented);
|
|
trans_B = rocsparse_operation_conjugate_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_buffer_size<T>(PARAMS_BUFFER_SIZE),
|
|
rocsparse_status_not_implemented);
|
|
trans_B = op;
|
|
}
|
|
|
|
{
|
|
rocsparse_int* nnz_C = (rocsparse_int*)0x4;
|
|
rocsparse_operation op = trans_A;
|
|
trans_A = rocsparse_operation_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_nnz(PARAMS_NNZ),
|
|
rocsparse_status_not_implemented);
|
|
trans_A = rocsparse_operation_conjugate_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_nnz(PARAMS_NNZ),
|
|
rocsparse_status_not_implemented);
|
|
trans_A = op;
|
|
|
|
op = trans_B;
|
|
trans_B = rocsparse_operation_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_nnz(PARAMS_NNZ),
|
|
rocsparse_status_not_implemented);
|
|
trans_B = rocsparse_operation_conjugate_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_nnz(PARAMS_NNZ),
|
|
rocsparse_status_not_implemented);
|
|
trans_B = op;
|
|
}
|
|
|
|
{
|
|
rocsparse_int nnz_C = safe_size;
|
|
rocsparse_operation op = trans_A;
|
|
trans_A = rocsparse_operation_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_symbolic(PARAMS_SYMBOLIC),
|
|
rocsparse_status_not_implemented);
|
|
trans_A = rocsparse_operation_conjugate_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_symbolic(PARAMS_SYMBOLIC),
|
|
rocsparse_status_not_implemented);
|
|
trans_A = op;
|
|
|
|
op = trans_B;
|
|
trans_B = rocsparse_operation_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_symbolic(PARAMS_SYMBOLIC),
|
|
rocsparse_status_not_implemented);
|
|
trans_B = rocsparse_operation_conjugate_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_symbolic(PARAMS_SYMBOLIC),
|
|
rocsparse_status_not_implemented);
|
|
trans_B = op;
|
|
}
|
|
|
|
{
|
|
rocsparse_int nnz_C = safe_size;
|
|
rocsparse_operation op = trans_A;
|
|
trans_A = rocsparse_operation_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_numeric<T>(PARAMS_NUMERIC),
|
|
rocsparse_status_not_implemented);
|
|
trans_A = rocsparse_operation_conjugate_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_numeric<T>(PARAMS_NUMERIC),
|
|
rocsparse_status_not_implemented);
|
|
trans_A = op;
|
|
|
|
op = trans_B;
|
|
trans_B = rocsparse_operation_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_numeric<T>(PARAMS_NUMERIC),
|
|
rocsparse_status_not_implemented);
|
|
trans_B = rocsparse_operation_conjugate_transpose;
|
|
EXPECT_ROCSPARSE_STATUS(rocsparse_csrgemm_numeric<T>(PARAMS_NUMERIC),
|
|
rocsparse_status_not_implemented);
|
|
trans_B = op;
|
|
}
|
|
}
|
|
|
|
#undef PARAMS
|
|
#undef PARAMS_SYMBOLIC
|
|
#undef PARAMS_NUMERIC
|
|
#undef PARAMS_NNZ
|
|
#undef PARAMS_BUFFER_SIZE
|
|
}
|
|
|
|
enum testing_csrgemm_scenario
|
|
{
|
|
testing_csrgemm_scenario_none,
|
|
testing_csrgemm_scenario_alpha,
|
|
testing_csrgemm_scenario_beta,
|
|
testing_csrgemm_scenario_alpha_and_beta,
|
|
};
|
|
|
|
template <typename T>
|
|
void testing_csrgemm_reuse(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 baseA = arg.baseA;
|
|
rocsparse_index_base baseB = arg.baseB;
|
|
rocsparse_index_base baseC = arg.baseC;
|
|
rocsparse_index_base baseD = arg.baseD;
|
|
static constexpr bool full_rank = false;
|
|
|
|
T v_alpha = arg.get_alpha<T>(), v_beta = arg.get_beta<T>();
|
|
|
|
// Create rocsparse handle
|
|
rocsparse_local_handle handle;
|
|
|
|
// Create matrix descriptor
|
|
rocsparse_local_mat_descr descrA;
|
|
rocsparse_local_mat_descr descrB;
|
|
rocsparse_local_mat_descr descrC;
|
|
rocsparse_local_mat_descr descrD;
|
|
// Set matrix index base
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descrA, baseA));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descrB, baseB));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descrC, baseC));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descrD, baseD));
|
|
|
|
// Create matrix info for C
|
|
rocsparse_local_mat_info info;
|
|
|
|
void* dbuffer = nullptr;
|
|
|
|
#define PARAMS_BUFFER_SIZE(alpha, beta, A, B, C, D, out_buffer_size) \
|
|
handle, transA, transB, A.m, C.n, A.n, alpha, descrA, A.nnz, A.ptr, A.ind, descrB, B.nnz, \
|
|
B.ptr, B.ind, beta, descrD, D.nnz, D.ptr, D.ind, info, &out_buffer_size
|
|
|
|
#define PARAMS_NNZ(A, B, C, D, out_nnz) \
|
|
handle, transA, transB, A.m, C.n, A.n, descrA, A.nnz, A.ptr, A.ind, descrB, B.nnz, B.ptr, \
|
|
B.ind, descrD, D.nnz, D.ptr, D.ind, descrC, C.ptr, out_nnz, info, dbuffer
|
|
|
|
#define PARAMS(alpha, beta, A, B, C, D) \
|
|
handle, transA, transB, A.m, C.n, A.n, alpha, descrA, A.nnz, A.val, A.ptr, A.ind, descrB, \
|
|
B.nnz, B.val, B.ptr, B.ind, beta, descrD, D.nnz, D.val, D.ptr, D.ind, descrC, C.val, \
|
|
C.ptr, C.ind, info, dbuffer
|
|
|
|
#define PARAMS_SYMBOLIC(A, B, C, D) \
|
|
handle, transA, transB, A.m, C.n, A.n, descrA, A.nnz, A.ptr, A.ind, descrB, B.nnz, B.ptr, \
|
|
B.ind, descrD, D.nnz, D.ptr, D.ind, descrC, C.nnz, C.ptr, C.ind, info, dbuffer
|
|
|
|
#define PARAMS_NUMERIC(alpha, beta, A, B, C, D) \
|
|
handle, transA, transB, A.m, C.n, A.n, alpha, descrA, A.nnz, A.val, A.ptr, A.ind, descrB, \
|
|
B.nnz, B.val, B.ptr, B.ind, beta, descrD, D.nnz, D.val, D.ptr, D.ind, descrC, C.nnz, \
|
|
C.val, C.ptr, C.ind, info, dbuffer
|
|
|
|
// 4 Scenarios need to be tested:
|
|
|
|
// Scenario 1: alpha == nullptr && beta == nullptr
|
|
// Scenario 2: alpha != nullptr && beta == nullptr
|
|
// Scenario 3: alpha == nullptr && beta != nullptr
|
|
// Scenario 4: alpha != nullptr && beta != nullptr
|
|
|
|
// alpha == -99 means test for alpha == nullptr
|
|
// beta == -99 means test for beta == nullptr
|
|
testing_csrgemm_scenario scenario = testing_csrgemm_scenario_none;
|
|
if(v_alpha != static_cast<T>(-99) && v_beta == static_cast<T>(-99))
|
|
{
|
|
scenario = testing_csrgemm_scenario_alpha;
|
|
}
|
|
else if(v_alpha == static_cast<T>(-99) && v_beta != static_cast<T>(-99))
|
|
{
|
|
scenario = testing_csrgemm_scenario_beta;
|
|
}
|
|
else if(v_alpha != static_cast<T>(-99) && v_beta != static_cast<T>(-99))
|
|
{
|
|
scenario = testing_csrgemm_scenario_alpha_and_beta;
|
|
}
|
|
|
|
host_dense_vector<T> h_alpha(0), h_beta(0);
|
|
switch(scenario)
|
|
{
|
|
case testing_csrgemm_scenario_none:
|
|
{
|
|
break;
|
|
}
|
|
case testing_csrgemm_scenario_alpha:
|
|
{
|
|
h_alpha.resize(1);
|
|
*h_alpha = v_alpha;
|
|
break;
|
|
}
|
|
case testing_csrgemm_scenario_beta:
|
|
{
|
|
h_beta.resize(1);
|
|
*h_beta = v_beta;
|
|
break;
|
|
}
|
|
case testing_csrgemm_scenario_alpha_and_beta:
|
|
{
|
|
h_alpha.resize(1);
|
|
*h_alpha = v_alpha;
|
|
h_beta.resize(1);
|
|
*h_beta = v_beta;
|
|
break;
|
|
}
|
|
}
|
|
|
|
//
|
|
// Argument sanity check before allocating invalid memory
|
|
//
|
|
if((M == 0 || N == 0 || K == 0))
|
|
{
|
|
|
|
device_csr_matrix<T> d_A, d_B, d_C, d_D;
|
|
d_A.define(M, K, 0, baseA);
|
|
d_B.define(K, N, 0, baseB);
|
|
d_C.define(M, N, 0, baseC);
|
|
d_D.define(M, N, 0, baseD);
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
|
|
size_t out_buffer_size;
|
|
rocsparse_int out_nnz;
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csrgemm_buffer_size<T>(
|
|
PARAMS_BUFFER_SIZE(h_alpha, h_beta, d_A, d_B, d_C, d_D, out_buffer_size)));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csrgemm_nnz(PARAMS_NNZ(d_A, d_B, d_C, d_D, &out_nnz)));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csrgemm_symbolic(PARAMS_SYMBOLIC(d_A, d_B, d_C, d_D)));
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_csrgemm_numeric<T>(PARAMS_NUMERIC(h_alpha, h_beta, d_A, d_B, d_C, d_D)));
|
|
}
|
|
|
|
//
|
|
// Declare host objects.
|
|
//
|
|
host_csr_matrix<T> h_A, h_B, h_C, h_D;
|
|
|
|
//
|
|
// Initialize matrices.
|
|
//
|
|
{
|
|
rocsparse_matrix_factory<T> matrix_factory(arg, arg.timing ? false : true, full_rank);
|
|
matrix_factory.init_csr(h_A, M, K, baseA);
|
|
|
|
switch(scenario)
|
|
{
|
|
case testing_csrgemm_scenario_none:
|
|
{
|
|
break;
|
|
}
|
|
case testing_csrgemm_scenario_alpha:
|
|
{
|
|
rocsparse_matrix_factory_random<T> rf(full_rank);
|
|
{
|
|
h_B.base = baseB;
|
|
h_B.m = K;
|
|
h_B.n = N;
|
|
rf.init_csr(h_B.ptr,
|
|
h_B.ind,
|
|
h_B.val,
|
|
h_B.m,
|
|
h_B.n,
|
|
h_B.nnz,
|
|
h_B.base,
|
|
rocsparse_matrix_type_general,
|
|
rocsparse_fill_mode_lower,
|
|
rocsparse_storage_mode_sorted);
|
|
}
|
|
|
|
break;
|
|
}
|
|
case testing_csrgemm_scenario_beta:
|
|
{
|
|
matrix_factory.init_csr(h_D, M, N, baseD);
|
|
break;
|
|
}
|
|
case testing_csrgemm_scenario_alpha_and_beta:
|
|
{
|
|
rocsparse_matrix_factory_random<T> rf(full_rank);
|
|
{
|
|
h_B.base = baseB;
|
|
h_B.m = K;
|
|
h_B.n = N;
|
|
rf.init_csr(h_B.ptr,
|
|
h_B.ind,
|
|
h_B.val,
|
|
h_B.m,
|
|
h_B.n,
|
|
h_B.nnz,
|
|
h_B.base,
|
|
rocsparse_matrix_type_general,
|
|
rocsparse_fill_mode_lower,
|
|
rocsparse_storage_mode_sorted);
|
|
}
|
|
|
|
{
|
|
h_D.base = baseD;
|
|
h_D.m = M;
|
|
h_D.n = N;
|
|
rf.init_csr(h_D.ptr,
|
|
h_D.ind,
|
|
h_D.val,
|
|
h_D.m,
|
|
h_D.n,
|
|
h_D.nnz,
|
|
h_D.base,
|
|
rocsparse_matrix_type_general,
|
|
rocsparse_fill_mode_lower,
|
|
rocsparse_storage_mode_sorted);
|
|
}
|
|
|
|
break;
|
|
}
|
|
}
|
|
|
|
h_C.define(M, N, 0, baseC);
|
|
}
|
|
|
|
//
|
|
// Declare device objects.
|
|
//
|
|
device_csr_matrix<T> d_A(h_A), d_B(h_B), d_C(h_C), d_D(h_D);
|
|
device_dense_vector<T> d_alpha(h_alpha), d_beta(h_beta);
|
|
|
|
// Obtain required buffer size
|
|
size_t out_buffer_size;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csrgemm_buffer_size<T>(
|
|
PARAMS_BUFFER_SIZE(h_alpha, h_beta, d_A, d_B, d_C, d_D, out_buffer_size)));
|
|
|
|
CHECK_HIP_ERROR(rocsparse_hipMalloc(&dbuffer, out_buffer_size));
|
|
|
|
if(arg.unit_check)
|
|
{
|
|
|
|
//
|
|
// Host calculation.
|
|
//
|
|
{
|
|
rocsparse_int out_nnz;
|
|
|
|
host_csrgemm_nnz<T, rocsparse_int, rocsparse_int>(h_A.m,
|
|
h_C.n,
|
|
h_A.n,
|
|
h_alpha,
|
|
h_A.ptr,
|
|
h_A.ind,
|
|
h_B.ptr,
|
|
h_B.ind,
|
|
h_beta,
|
|
h_D.ptr,
|
|
h_D.ind,
|
|
h_C.ptr,
|
|
&out_nnz,
|
|
h_A.base,
|
|
h_B.base,
|
|
h_C.base,
|
|
h_D.base);
|
|
|
|
h_C.define(h_C.m, h_C.n, out_nnz, h_C.base);
|
|
|
|
host_csrgemm<T, rocsparse_int, rocsparse_int>(h_A.m,
|
|
h_C.n,
|
|
h_A.n,
|
|
h_alpha,
|
|
h_A.ptr,
|
|
h_A.ind,
|
|
h_A.val,
|
|
h_B.ptr,
|
|
h_B.ind,
|
|
h_B.val,
|
|
h_beta,
|
|
h_D.ptr,
|
|
h_D.ind,
|
|
h_D.val,
|
|
h_C.ptr,
|
|
h_C.ind,
|
|
h_C.val,
|
|
h_A.base,
|
|
h_B.base,
|
|
h_C.base,
|
|
h_D.base);
|
|
}
|
|
|
|
{
|
|
//
|
|
// GPU with pointer mode host
|
|
//
|
|
rocsparse_int out_nnz;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csrgemm_nnz(PARAMS_NNZ(d_A, d_B, d_C, d_D, &out_nnz)));
|
|
d_C.define(d_C.m, d_C.n, out_nnz, d_C.base);
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csrgemm_symbolic(PARAMS_SYMBOLIC(d_A, d_B, d_C, d_D)));
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_csrgemm_numeric<T>(PARAMS_NUMERIC(h_alpha, h_beta, d_A, d_B, d_C, d_D)));
|
|
if(ROCSPARSE_REPRODUCIBILITY)
|
|
{
|
|
rocsparse_reproducibility::save("dC pointer mode host", d_C);
|
|
}
|
|
h_C.near_check(d_C);
|
|
}
|
|
|
|
d_C.define(d_C.m, d_C.n, 0, d_C.base);
|
|
|
|
{
|
|
//
|
|
// GPU with pointer mode device
|
|
//
|
|
device_scalar<rocsparse_int> d_out_nnz;
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_device));
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csrgemm_nnz(PARAMS_NNZ(d_A, d_B, d_C, d_D, d_out_nnz)));
|
|
|
|
host_scalar<rocsparse_int> h_out_nnz(d_out_nnz);
|
|
d_C.define(d_C.m, d_C.n, *h_out_nnz, d_C.base);
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csrgemm_symbolic(PARAMS_SYMBOLIC(d_A, d_B, d_C, d_D)));
|
|
CHECK_ROCSPARSE_ERROR(
|
|
rocsparse_csrgemm_numeric<T>(PARAMS_NUMERIC(d_alpha, d_beta, d_A, d_B, d_C, d_D)));
|
|
if(ROCSPARSE_REPRODUCIBILITY)
|
|
{
|
|
rocsparse_reproducibility::save("dC pointer mode device", d_C);
|
|
}
|
|
h_C.near_check(d_C);
|
|
}
|
|
}
|
|
|
|
if(arg.timing)
|
|
{
|
|
#define ROCSPARSE_TIMER_IN(decl_) double decl_ = get_time_us();
|
|
#define ROCSPARSE_TIMER_OUT(decl_) decl_ = (get_time_us() - decl_) / number_hot_calls
|
|
|
|
int number_cold_calls = 2;
|
|
int number_hot_calls = arg.iters;
|
|
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
|
|
|
|
rocsparse_int out_nnz;
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csrgemm_nnz(PARAMS_NNZ(d_A, d_B, d_C, d_D, &out_nnz)));
|
|
d_C.define(d_C.m, d_C.n, out_nnz, d_C.base);
|
|
|
|
//
|
|
// WARM UP
|
|
//
|
|
for(int iter = 0; iter < number_cold_calls; ++iter)
|
|
{
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csrgemm_symbolic(PARAMS_SYMBOLIC(d_A, d_B, d_C, d_D)));
|
|
}
|
|
|
|
ROCSPARSE_TIMER_IN(gpu_num_time_used)
|
|
{
|
|
for(int iter = 0; iter < number_hot_calls; ++iter)
|
|
{
|
|
CHECK_ROCSPARSE_ERROR(rocsparse_csrgemm_numeric<T>(
|
|
PARAMS_NUMERIC(h_alpha, h_beta, d_A, d_B, d_C, d_D)));
|
|
}
|
|
}
|
|
ROCSPARSE_TIMER_OUT(gpu_num_time_used);
|
|
CHECK_HIP_ERROR(hipDeviceSynchronize());
|
|
|
|
#undef PARAMS
|
|
#undef PARAM_NNZ
|
|
#undef PARAMS_BUFFER_SIZE
|
|
#undef PARAMS_SYMBOLIC
|
|
#undef PARAMS_NUMERIC
|
|
|
|
double gflop_count = csrgemm_gflop_count<T, rocsparse_int, rocsparse_int>(
|
|
M, h_alpha, h_A.ptr, h_A.ind, h_B.ptr, h_beta, h_D.ptr, h_A.base);
|
|
double gbyte_count = csrgemm_gbyte_count<T, rocsparse_int, rocsparse_int>(
|
|
M, N, K, d_A.nnz, d_B.nnz, d_C.nnz, d_D.nnz, h_alpha, h_beta);
|
|
|
|
double gpu_gflops = get_gpu_gflops(gpu_num_time_used, gflop_count);
|
|
double gpu_gbyte = get_gpu_gbyte(gpu_num_time_used, gbyte_count);
|
|
|
|
char alpha[32], beta[32];
|
|
sprintf(alpha, "null");
|
|
sprintf(beta, "null");
|
|
if(h_alpha.data() != nullptr)
|
|
{
|
|
std::stringstream ss;
|
|
ss << *h_alpha;
|
|
sprintf(alpha, "%s", ss.str().c_str());
|
|
}
|
|
|
|
if(h_beta.data() != nullptr)
|
|
{
|
|
std::stringstream ss;
|
|
ss << *h_beta;
|
|
sprintf(beta, "%s", ss.str().c_str());
|
|
}
|
|
|
|
display_timing_info(display_key_t::trans_A,
|
|
rocsparse_operation2string(transA),
|
|
display_key_t::trans_B,
|
|
rocsparse_operation2string(transB),
|
|
display_key_t::M,
|
|
M,
|
|
display_key_t::N,
|
|
N,
|
|
display_key_t::K,
|
|
K,
|
|
display_key_t::nnz_A,
|
|
d_A.nnz,
|
|
display_key_t::nnz_B,
|
|
d_B.nnz,
|
|
display_key_t::nnz_C,
|
|
d_C.nnz,
|
|
display_key_t::nnz_D,
|
|
d_D.nnz,
|
|
display_key_t::alpha,
|
|
alpha,
|
|
display_key_t::beta,
|
|
beta,
|
|
display_key_t::gflops,
|
|
gpu_gflops,
|
|
display_key_t::bandwidth,
|
|
gpu_gbyte,
|
|
display_key_t::time_ms,
|
|
get_gpu_time_msec(gpu_num_time_used));
|
|
}
|
|
|
|
// Free buffer
|
|
CHECK_HIP_ERROR(rocsparse_hipFree(dbuffer));
|
|
}
|
|
|
|
#define INSTANTIATE(TYPE) \
|
|
template void testing_csrgemm_reuse_bad_arg<TYPE>(const Arguments& arg); \
|
|
template void testing_csrgemm_reuse<TYPE>(const Arguments& arg)
|
|
INSTANTIATE(float);
|
|
INSTANTIATE(double);
|
|
INSTANTIATE(rocsparse_float_complex);
|
|
INSTANTIATE(rocsparse_double_complex);
|
|
void testing_csrgemm_reuse_extra(const Arguments& arg) {}
|