derek.holloway
7502bf64a4
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496 lines
19 KiB
C++
496 lines
19 KiB
C++
/*! \file */
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/* ************************************************************************
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* Copyright (C) 2020-2025 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 "rocsparse.hpp"
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#include "testing.hpp"
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#include "utility.hpp"
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#include "rocsparse_enum.hpp"
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template <typename T>
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void testing_bsrmm_bad_arg(const Arguments& arg)
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{
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static const size_t safe_size = 100;
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// Create rocsparse handle
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rocsparse_local_handle local_handle;
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// Create matrix descriptor
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rocsparse_local_mat_descr local_descr;
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T h_alpha = static_cast<T>(1);
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T h_beta = static_cast<T>(1);
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// local declaration
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rocsparse_handle handle = local_handle;
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rocsparse_direction dir = rocsparse_direction_row;
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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 mb = safe_size;
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rocsparse_int n = safe_size;
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rocsparse_int kb = safe_size;
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rocsparse_int nnzb = safe_size;
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const T* alpha = &h_alpha;
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rocsparse_mat_descr descr = local_descr;
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const T* bsr_val = (const T*)0x4;
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const rocsparse_int* bsr_row_ptr = (const rocsparse_int*)0x4;
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const rocsparse_int* bsr_col_ind = (const rocsparse_int*)0x4;
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rocsparse_int block_dim = safe_size;
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const T* dense_B = (const T*)0x4;
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rocsparse_int ldb = safe_size;
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const T* beta = &h_beta;
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T* dense_C = (T*)0x4;
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rocsparse_int ldc = safe_size;
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#define PARAMS \
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handle, dir, trans_A, trans_B, mb, n, kb, nnzb, alpha, descr, bsr_val, bsr_row_ptr, \
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bsr_col_ind, block_dim, dense_B, ldb, beta, dense_C, ldc
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//
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// Auto testing.
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//
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bad_arg_analysis(rocsparse_bsrmm<T>, PARAMS);
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//
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// LOOP OVER MATRIX TYPES DIFFERENT FROM TYPE_GENERAL.
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//
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for(auto val : rocsparse_matrix_type_t::values)
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{
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if(val != rocsparse_matrix_type_general)
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{
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CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, val));
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_not_implemented);
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}
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}
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CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_type(descr, rocsparse_matrix_type_general));
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CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_storage_mode(descr, rocsparse_storage_mode_unsorted));
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_requires_sorted_storage);
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CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_storage_mode(descr, rocsparse_storage_mode_sorted));
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//
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// NOT IMPLEMENTED
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//
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{
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auto tmp = trans_A;
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trans_A = rocsparse_operation_transpose;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_not_implemented);
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trans_A = rocsparse_operation_conjugate_transpose;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_not_implemented);
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trans_A = tmp;
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}
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{
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auto tmp = trans_B;
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trans_B = rocsparse_operation_conjugate_transpose;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_not_implemented);
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trans_B = tmp;
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}
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//
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// INVALID SIZE
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//
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{
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auto tmp = block_dim;
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block_dim = 0;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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block_dim = tmp;
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}
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//
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// Testing wrong leading dimensions.
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//
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{
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//
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// op(A) = A, op(B) = B
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//
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mb = 3;
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n = 14;
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kb = 32;
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trans_A = rocsparse_operation_none;
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trans_B = rocsparse_operation_none;
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// ldb < k
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ldb = kb * block_dim - 1;
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ldc = mb * block_dim;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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// ldc < m
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ldb = kb * block_dim;
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ldc = mb * block_dim - 1;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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}
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{
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//
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// op(A) = A, op(B) = B^T
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//
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mb = 3;
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n = 14;
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kb = 32;
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trans_A = rocsparse_operation_none;
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trans_B = rocsparse_operation_transpose;
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// ldb < n
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ldb = n - 1;
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ldc = mb * block_dim;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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// ldc < m
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ldb = n;
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ldc = mb * block_dim - 1;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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#ifdef ROCSPARSE_BSRMM_CONJUGATE_TRANSPOSE_B_SUPPORTED
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trans_B = rocsparse_operation_conjugate_transpose;
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// ldb < n
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ldb = n - 1;
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ldc = mb * block_dim;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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// ldc < m
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ldb = n;
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ldc = mb * block_dim - 1;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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#endif
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}
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#ifdef ROCSPARSE_BSRMM_TRANSPOSE_A_SUPPORTED
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{
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//
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// op(A) = A^T, op(B) = B
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//
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mb = 3;
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n = 14;
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kb = 32;
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trans_A = rocsparse_operation_transpose;
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trans_B = rocsparse_operation_none;
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// ldb < m
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ldb = mb * block_dim - 1;
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ldc = kb * block_dim;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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// ldc < k
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ldb = mb * block_dim;
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ldc = kb * block_dim - 1;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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#ifdef ROCSPARSE_BSRMM_CONJUGATE_TRANSPOSE_A_SUPPORTED
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trans_A = rocsparse_operation_conjugate_transpose;
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// ldb < m
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ldb = mb * block_dim - 1;
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ldc = kb * block_dim;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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// ldc < k
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ldb = mb * block_dim;
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ldc = kb * block_dim - 1;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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#endif
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}
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{
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//
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// op(A) = A^T, op(B) = B^T
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//
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mb = 3;
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n = 14;
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kb = 32;
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trans_A = rocsparse_operation_transpose;
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trans_B = rocsparse_operation_transpose;
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// ldb < n
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ldb = n - 1;
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ldc = kb * block_dim;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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// ldc < k
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ldb = n;
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ldc = kb * block_dim - 1;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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#ifdef ROCSPARSE_BSRMM_CONJUGATE_TRANSPOSE_A_SUPPORTED
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trans_A = rocsparse_operation_conjugate_transpose;
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// ldb < n
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ldb = n - 1;
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ldc = kb * block_dim;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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// ldc < k
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ldb = n;
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ldc = kb * block_dim - 1;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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#endif
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#ifdef ROCSPARSE_BSRMM_CONJUGATE_TRANSPOSE_B_SUPPORTED
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trans_A = rocsparse_operation_transpose;
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trans_B = rocsparse_operation_conjugate_transpose;
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// ldb < n
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ldb = n - 1;
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ldc = kb * block_dim;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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// ldc < k
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ldb = n;
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ldc = kb * block_dim - 1;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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trans_A = rocsparse_operation_conjugate_transpose;
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// ldb < n
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ldb = n - 1;
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ldc = kb * block_dim;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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// ldc < k
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ldb = n;
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ldc = kb * block_dim - 1;
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(PARAMS), rocsparse_status_invalid_size);
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#endif
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}
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#endif
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#undef PARAMS
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// Additional tests for invalid zero matrices
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EXPECT_ROCSPARSE_STATUS(rocsparse_bsrmm<T>(handle,
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dir,
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trans_A,
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trans_B,
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mb,
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n,
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kb,
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nnzb,
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alpha,
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descr,
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nullptr,
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bsr_row_ptr,
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nullptr,
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block_dim,
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dense_B,
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ldb,
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beta,
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dense_C,
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ldc),
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rocsparse_status_invalid_pointer);
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}
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template <typename T>
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void testing_bsrmm(const Arguments& arg)
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{
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rocsparse_int M = arg.M;
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rocsparse_int N = arg.N;
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rocsparse_int K = arg.K;
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rocsparse_int block_dim = arg.block_dim;
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rocsparse_operation transA = arg.transA;
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rocsparse_operation transB = arg.transB;
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rocsparse_direction direction = arg.direction;
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rocsparse_index_base base = arg.baseA;
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rocsparse_int ld_multiplier_B = arg.ld_multiplier_B;
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rocsparse_int ld_multiplier_C = arg.ld_multiplier_C;
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rocsparse_int Mb = (M + block_dim - 1) / block_dim;
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rocsparse_int Kb = (K + block_dim - 1) / block_dim;
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host_scalar<T> h_alpha(arg.get_alpha<T>());
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host_scalar<T> h_beta(arg.get_beta<T>());
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device_scalar<T> d_alpha(h_alpha);
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device_scalar<T> d_beta(h_beta);
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// Create rocsparse handle
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rocsparse_local_handle handle(arg);
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// Create matrix descriptor
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rocsparse_local_mat_descr descr;
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// Set matrix index base
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CHECK_ROCSPARSE_ERROR(rocsparse_set_mat_index_base(descr, base));
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CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
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// Allocate host memory for output BSR matrix
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rocsparse_matrix_factory<T> matrix_factory(arg);
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host_gebsr_matrix<T> hA;
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device_gebsr_matrix<T> dA;
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matrix_factory.init_bsr(hA, dA, Mb, Kb, base);
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M = Mb * dA.row_block_dim;
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K = Kb * dA.col_block_dim;
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// Allocate B matrix
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host_dense_matrix<T> hB_temp((transB == rocsparse_operation_none)
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? int64_t(ld_multiplier_B) * K
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: int64_t(ld_multiplier_B) * N,
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(transB == rocsparse_operation_none) ? N : K);
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device_dense_matrix<T> dB_temp((transB == rocsparse_operation_none)
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? int64_t(ld_multiplier_B) * K
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: int64_t(ld_multiplier_B) * N,
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(transB == rocsparse_operation_none) ? N : K);
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rocsparse_matrix_utils::init(hB_temp);
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dB_temp.transfer_from(hB_temp);
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// Layout of B matrix
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host_dense_matrix_view<T> hB((transB == rocsparse_operation_none) ? K : N,
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(transB == rocsparse_operation_none) ? N : K,
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hB_temp.data(),
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(transB == rocsparse_operation_none)
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? int64_t(ld_multiplier_B) * K
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: int64_t(ld_multiplier_B) * N);
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device_dense_matrix_view<T> dB((transB == rocsparse_operation_none) ? K : N,
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(transB == rocsparse_operation_none) ? N : K,
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dB_temp.data(),
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(transB == rocsparse_operation_none)
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? int64_t(ld_multiplier_B) * K
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: int64_t(ld_multiplier_B) * N);
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// Allocate C matrix
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host_dense_matrix<T> hC_temp(int64_t(ld_multiplier_C) * M, N);
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device_dense_matrix<T> dC_temp(int64_t(ld_multiplier_C) * M, N);
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rocsparse_matrix_utils::init(hC_temp);
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dC_temp.transfer_from(hC_temp);
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// Layout of C matrix
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host_dense_matrix_view<T> hC(M, N, hC_temp.data(), int64_t(ld_multiplier_C) * M);
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device_dense_matrix_view<T> dC(M, N, dC_temp.data(), int64_t(ld_multiplier_C) * M);
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#define PARAMS(alpha_, dA_, dB_, beta_, dC_) \
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handle, direction, transA, transB, Mb, N, Kb, dA_.nnzb, alpha_, descr, dA_.val, dA_.ptr, \
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dA_.ind, dA_.row_block_dim, dB_, dB_.ld, beta_, dC_, dC_.ld
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if(arg.unit_check)
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{
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//
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// Pointer mode host
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//
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CHECK_ROCSPARSE_ERROR(rocsparse_set_pointer_mode(handle, rocsparse_pointer_mode_host));
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CHECK_ROCSPARSE_ERROR(testing::rocsparse_bsrmm<T>(PARAMS(h_alpha, dA, dB, h_beta, dC)));
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if(ROCSPARSE_REPRODUCIBILITY)
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{
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rocsparse_reproducibility::save("C pointer mode host", dC);
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}
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//
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// Compute on host.
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//
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{
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host_dense_matrix<T> hC_copy(hC);
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host_bsrmm<T, rocsparse_int, rocsparse_int, T, T, T>(handle,
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direction,
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transA,
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transB,
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Mb,
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N,
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Kb,
|
|
hA.nnzb,
|
|
*h_alpha,
|
|
hA.val,
|
|
hA.ptr,
|
|
hA.ind,
|
|
hA.row_block_dim,
|
|
hB,
|
|
hB.ld,
|
|
rocsparse_order_column,
|
|
*h_beta,
|
|
hC,
|
|
hC.ld,
|
|
rocsparse_order_column,
|
|
base);
|
|
hC.near_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_bsrmm<T>(PARAMS(d_alpha, dA, dB, d_beta, dC)));
|
|
if(ROCSPARSE_REPRODUCIBILITY)
|
|
{
|
|
rocsparse_reproducibility::save("C pointer mode device", dC);
|
|
}
|
|
|
|
hC.near_check(dC);
|
|
}
|
|
|
|
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_bsrmm<T>, PARAMS(h_alpha, dA, dB, h_beta, dC));
|
|
|
|
double gflop_count
|
|
= bsrmm_gflop_count(N, dA.nnzb, block_dim, dC.m * dC.n, *h_beta != static_cast<T>(0));
|
|
double gbyte_count = bsrmm_gbyte_count<T>(
|
|
Mb, dA.nnzb, block_dim, dB.m * dB.n, dC.m * dC.n, *h_beta != static_cast<T>(0));
|
|
|
|
double gpu_gflops = get_gpu_gflops(gpu_time_used, gflop_count);
|
|
double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count);
|
|
|
|
display_timing_info(display_key_t::M,
|
|
M,
|
|
display_key_t::N,
|
|
N,
|
|
display_key_t::K,
|
|
K,
|
|
display_key_t::dir,
|
|
direction,
|
|
display_key_t::trans_A,
|
|
transA,
|
|
display_key_t::trans_B,
|
|
transB,
|
|
display_key_t::nnzb,
|
|
dA.nnzb,
|
|
display_key_t::bdim,
|
|
block_dim,
|
|
display_key_t::nnz_B,
|
|
dB.m * dB.n,
|
|
display_key_t::nnz_C,
|
|
dC.m * dC.n,
|
|
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(TYPE) \
|
|
template void testing_bsrmm_bad_arg<TYPE>(const Arguments& arg); \
|
|
template void testing_bsrmm<TYPE>(const Arguments& arg)
|
|
INSTANTIATE(float);
|
|
INSTANTIATE(double);
|
|
INSTANTIATE(rocsparse_float_complex);
|
|
INSTANTIATE(rocsparse_double_complex);
|
|
void testing_bsrmm_extra(const Arguments& arg) {}
|