derek.holloway
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1292 lines
62 KiB
C++
1292 lines
62 KiB
C++
/* ************************************************************************
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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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#pragma once
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#ifndef TESTING_GEBSR2GEBSR_HPP
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#define TESTING_GEBSR2GEBSR_HPP
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#include "display.hpp"
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#include "flops.hpp"
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#include "gbyte.hpp"
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#include "hipsparse.hpp"
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#include "hipsparse_arguments.hpp"
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#include "hipsparse_test_unique_ptr.hpp"
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#include "unit.hpp"
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#include "utility.hpp"
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using namespace hipsparse;
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using namespace hipsparse_test;
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template <typename T>
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void testing_gebsr2gebsr_bad_arg(const Arguments& argus)
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{
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#if(!defined(CUDART_VERSION))
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int mb = 1;
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int nb = 1;
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int nnzb = 1;
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int safe_size = 1;
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int row_block_dim_A = 2;
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int col_block_dim_A = 2;
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int row_block_dim_C = 2;
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int col_block_dim_C = 2;
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hipsparseIndexBase_t idx_base_A = HIPSPARSE_INDEX_BASE_ZERO;
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hipsparseIndexBase_t idx_base_C = HIPSPARSE_INDEX_BASE_ZERO;
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hipsparseDirection_t dir = HIPSPARSE_DIRECTION_ROW;
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hipsparseStatus_t status;
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std::unique_ptr<handle_struct> unique_ptr_handle(new handle_struct);
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hipsparseHandle_t handle = unique_ptr_handle->handle;
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std::unique_ptr<descr_struct> unique_ptr_descr_A(new descr_struct);
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hipsparseMatDescr_t descr_A = unique_ptr_descr_A->descr;
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std::unique_ptr<descr_struct> unique_ptr_descr_C(new descr_struct);
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hipsparseMatDescr_t descr_C = unique_ptr_descr_C->descr;
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hipsparseSetMatIndexBase(descr_A, idx_base_A);
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hipsparseSetMatIndexBase(descr_C, idx_base_C);
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auto bsr_row_ptr_A_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * (safe_size + 1)), device_free};
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auto bsr_col_ind_A_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto bsr_val_A_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
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auto bsr_row_ptr_C_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * (safe_size + 1)), device_free};
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auto bsr_col_ind_C_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto bsr_val_C_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
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auto temp_buffer_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
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int* bsr_row_ptr_A = (int*)bsr_row_ptr_A_managed.get();
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int* bsr_col_ind_A = (int*)bsr_col_ind_A_managed.get();
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T* bsr_val_A = (T*)bsr_val_A_managed.get();
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int* bsr_row_ptr_C = (int*)bsr_row_ptr_C_managed.get();
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int* bsr_col_ind_C = (int*)bsr_col_ind_C_managed.get();
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T* bsr_val_C = (T*)bsr_val_C_managed.get();
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T* temp_buffer = (T*)temp_buffer_managed.get();
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int local_ptr[2] = {0, 1};
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CHECK_HIP_ERROR(
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hipMemcpy(bsr_row_ptr_A, local_ptr, sizeof(int) * (safe_size + 1), hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(
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hipMemcpy(bsr_row_ptr_C, local_ptr, sizeof(int) * (safe_size + 1), hipMemcpyHostToDevice));
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// Testing hipsparseXgebsr2gebsr_bufferSize()
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int buffer_size;
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// Test invalid handle
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status = hipsparseXgebsr2gebsr_bufferSize(nullptr,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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bsr_val_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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row_block_dim_C,
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col_block_dim_C,
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&buffer_size);
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verify_hipsparse_status_invalid_handle(status);
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// Test invalid pointers
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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mb,
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nb,
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nnzb,
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nullptr,
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bsr_val_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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row_block_dim_C,
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col_block_dim_C,
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&buffer_size);
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verify_hipsparse_status_invalid_pointer(status, "Error: descr_A is nullptr");
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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(const T*)nullptr,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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row_block_dim_C,
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col_block_dim_C,
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&buffer_size);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsr_val_A is nullptr");
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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bsr_val_A,
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nullptr,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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row_block_dim_C,
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col_block_dim_C,
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&buffer_size);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsr_row_ptr_A is nullptr");
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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bsr_val_A,
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bsr_row_ptr_A,
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nullptr,
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row_block_dim_A,
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col_block_dim_A,
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row_block_dim_C,
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col_block_dim_C,
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&buffer_size);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsr_col_ind_A is nullptr");
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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bsr_val_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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row_block_dim_C,
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col_block_dim_C,
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nullptr);
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verify_hipsparse_status_invalid_pointer(status, "Error: buffer_size is nullptr");
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// Test invalid sizes
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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-1,
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nb,
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nnzb,
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descr_A,
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bsr_val_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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row_block_dim_C,
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col_block_dim_C,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: mb is invalid");
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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mb,
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-1,
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nnzb,
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descr_A,
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bsr_val_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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row_block_dim_C,
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col_block_dim_C,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: nb is invalid");
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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mb,
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nb,
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-1,
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descr_A,
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bsr_val_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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row_block_dim_C,
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col_block_dim_C,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: nnzb is invalid");
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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bsr_val_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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-1,
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col_block_dim_A,
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row_block_dim_C,
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col_block_dim_C,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: row_block_dim_A is invalid");
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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bsr_val_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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-1,
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row_block_dim_C,
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col_block_dim_C,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: col_block_dim_A is invalid");
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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bsr_val_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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-1,
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col_block_dim_C,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: row_block_dim_C is invalid");
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status = hipsparseXgebsr2gebsr_bufferSize(handle,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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bsr_val_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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row_block_dim_C,
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-1,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: col_block_dim_C is invalid");
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// Testing hipsparseXgebsr2gebsrNnz()
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int nnz_total_dev_host_ptr;
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// Test invalid handle
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status = hipsparseXgebsr2gebsrNnz(nullptr,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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descr_C,
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bsr_row_ptr_C,
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row_block_dim_C,
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col_block_dim_C,
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&nnz_total_dev_host_ptr,
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temp_buffer);
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verify_hipsparse_status_invalid_handle(status);
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// Test invalid pointers
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status = hipsparseXgebsr2gebsrNnz(handle,
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dir,
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mb,
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nb,
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nnzb,
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nullptr,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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descr_C,
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bsr_row_ptr_C,
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row_block_dim_C,
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col_block_dim_C,
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&nnz_total_dev_host_ptr,
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temp_buffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: descr_A is nullptr");
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status = hipsparseXgebsr2gebsrNnz(handle,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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nullptr,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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descr_C,
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bsr_row_ptr_C,
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row_block_dim_C,
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col_block_dim_C,
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&nnz_total_dev_host_ptr,
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temp_buffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsr_row_ptr_A is nullptr");
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status = hipsparseXgebsr2gebsrNnz(handle,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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bsr_row_ptr_A,
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nullptr,
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row_block_dim_A,
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col_block_dim_A,
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descr_C,
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bsr_row_ptr_C,
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row_block_dim_C,
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col_block_dim_C,
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&nnz_total_dev_host_ptr,
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temp_buffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsr_col_ind_A is nullptr");
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status = hipsparseXgebsr2gebsrNnz(handle,
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dir,
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mb,
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nb,
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nnzb,
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descr_A,
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bsr_row_ptr_A,
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bsr_col_ind_A,
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row_block_dim_A,
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col_block_dim_A,
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nullptr,
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bsr_row_ptr_C,
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row_block_dim_C,
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|
col_block_dim_C,
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&nnz_total_dev_host_ptr,
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temp_buffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: descr_C is nullptr");
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status = hipsparseXgebsr2gebsrNnz(handle,
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dir,
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|
mb,
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nb,
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nnzb,
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|
descr_A,
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|
bsr_row_ptr_A,
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|
bsr_col_ind_A,
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|
row_block_dim_A,
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col_block_dim_A,
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|
descr_C,
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nullptr,
|
|
row_block_dim_C,
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|
col_block_dim_C,
|
|
&nnz_total_dev_host_ptr,
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temp_buffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsr_row_ptr_C is nullptr");
|
|
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status = hipsparseXgebsr2gebsrNnz(handle,
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|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
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|
descr_C,
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|
bsr_row_ptr_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
nullptr,
|
|
temp_buffer);
|
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verify_hipsparse_status_invalid_pointer(status, "Error: nnz_total_dev_host_ptr is nullptr");
|
|
|
|
// Test invalid sizes
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status = hipsparseXgebsr2gebsrNnz(handle,
|
|
dir,
|
|
-1,
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|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_row_ptr_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
&nnz_total_dev_host_ptr,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: mb is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsrNnz(handle,
|
|
dir,
|
|
mb,
|
|
-1,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_row_ptr_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
&nnz_total_dev_host_ptr,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: nb is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsrNnz(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
-1,
|
|
descr_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_row_ptr_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
&nnz_total_dev_host_ptr,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: nnzb is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsrNnz(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
-1,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_row_ptr_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
&nnz_total_dev_host_ptr,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: row_block_dim_A is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsrNnz(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
-1,
|
|
descr_C,
|
|
bsr_row_ptr_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
&nnz_total_dev_host_ptr,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: col_block_dim_A is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsrNnz(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_row_ptr_C,
|
|
-1,
|
|
col_block_dim_C,
|
|
&nnz_total_dev_host_ptr,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: row_block_dim_C is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsrNnz(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_row_ptr_C,
|
|
row_block_dim_C,
|
|
-1,
|
|
&nnz_total_dev_host_ptr,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: col_block_dim_C is invalid");
|
|
|
|
// Test hipsparseXgebsr2gebsr()
|
|
|
|
// Test invalid handle
|
|
status = hipsparseXgebsr2gebsr(nullptr,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_handle(status);
|
|
|
|
// Test invalid pointers
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
nullptr,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: descr_A is nullptr");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
(const T*)nullptr,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: bsr_val_A is nullptr");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
nullptr,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: bsr_row_ptr_A is nullptr");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
nullptr,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: bsr_col_ind_A is nullptr");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
nullptr,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: descr_C is nullptr");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
(T*)nullptr,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: bsr_val_C is nullptr");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
nullptr,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: bsr_row_ptr_C is nullptr");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
nullptr,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: bsr_col_ind_C is nullptr");
|
|
|
|
// Test invalid sizes
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
-1,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: mb is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
-1,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: nb is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
-1,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: nnzb is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
-1,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: row_block_dim_A is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
-1,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: col_block_dim_A is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
-1,
|
|
col_block_dim_C,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: row_block_dim_C is invalid");
|
|
|
|
status = hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
bsr_val_A,
|
|
bsr_row_ptr_A,
|
|
bsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
bsr_val_C,
|
|
bsr_row_ptr_C,
|
|
bsr_col_ind_C,
|
|
row_block_dim_C,
|
|
-1,
|
|
temp_buffer);
|
|
verify_hipsparse_status_invalid_size(status, "Error: col_block_dim_C is invalid");
|
|
#endif
|
|
}
|
|
|
|
template <typename T>
|
|
void testing_gebsr2gebsr(Arguments argus)
|
|
{
|
|
int m = argus.M;
|
|
int n = argus.N;
|
|
int row_block_dim_A = argus.row_block_dimA;
|
|
int col_block_dim_A = argus.col_block_dimA;
|
|
int row_block_dim_C = argus.row_block_dimB;
|
|
int col_block_dim_C = argus.col_block_dimB;
|
|
hipsparseIndexBase_t idx_base_A = argus.baseA;
|
|
hipsparseIndexBase_t idx_base_C = argus.baseB;
|
|
hipsparseDirection_t dir = argus.dirA;
|
|
std::string filename = argus.filename;
|
|
|
|
std::unique_ptr<handle_struct> unique_ptr_handle(new handle_struct);
|
|
hipsparseHandle_t handle = unique_ptr_handle->handle;
|
|
std::unique_ptr<descr_struct> unique_ptr_descr_A(new descr_struct);
|
|
hipsparseMatDescr_t descr_A = unique_ptr_descr_A->descr;
|
|
std::unique_ptr<descr_struct> unique_ptr_descr_C(new descr_struct);
|
|
hipsparseMatDescr_t descr_C = unique_ptr_descr_C->descr;
|
|
|
|
hipsparseSetMatIndexBase(descr_A, idx_base_A);
|
|
hipsparseSetMatIndexBase(descr_C, idx_base_C);
|
|
|
|
srand(12345ULL);
|
|
|
|
// Host structures
|
|
std::vector<int> hcsr_row_ptr;
|
|
std::vector<int> hcsr_col_ind;
|
|
std::vector<T> hcsr_val;
|
|
|
|
// Read or construct CSR matrix
|
|
int nnz = 0;
|
|
CHECK_GENERATE_MATRIX_ERROR(
|
|
generate_csr_matrix(filename, m, n, nnz, hcsr_row_ptr, hcsr_col_ind, hcsr_val, idx_base_A));
|
|
|
|
// mb and nb can be modified if reading from a file
|
|
int mb = (m + row_block_dim_A - 1) / row_block_dim_A;
|
|
int nb = (n + col_block_dim_A - 1) / col_block_dim_A;
|
|
int mb_C = (mb * row_block_dim_A + row_block_dim_C - 1) / row_block_dim_C;
|
|
int nb_C = (nb * col_block_dim_A + col_block_dim_C - 1) / col_block_dim_C;
|
|
|
|
// allocate memory on device
|
|
auto dcsr_row_ptr_managed
|
|
= hipsparse_unique_ptr{device_malloc(sizeof(int) * (m + 1)), device_free};
|
|
auto dcsr_col_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * nnz), device_free};
|
|
auto dcsr_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * nnz), device_free};
|
|
auto dbsr_row_ptr_A_managed
|
|
= hipsparse_unique_ptr{device_malloc(sizeof(int) * (mb + 1)), device_free};
|
|
|
|
int* dcsr_row_ptr = (int*)dcsr_row_ptr_managed.get();
|
|
int* dcsr_col_ind = (int*)dcsr_col_ind_managed.get();
|
|
T* dcsr_val = (T*)dcsr_val_managed.get();
|
|
int* dbsr_row_ptr_A = (int*)dbsr_row_ptr_A_managed.get();
|
|
|
|
// copy data from CPU to device
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dcsr_row_ptr, hcsr_row_ptr.data(), sizeof(int) * (m + 1), hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dcsr_col_ind, hcsr_col_ind.data(), sizeof(int) * nnz, hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(hipMemcpy(dcsr_val, hcsr_val.data(), sizeof(T) * nnz, hipMemcpyHostToDevice));
|
|
|
|
size_t buffer_size_conversion;
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXcsr2gebsr_bufferSize(handle,
|
|
dir,
|
|
m,
|
|
n,
|
|
descr_A,
|
|
dcsr_val,
|
|
dcsr_row_ptr,
|
|
dcsr_col_ind,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
&buffer_size_conversion));
|
|
|
|
auto dbuffer_conversion_managed
|
|
= hipsparse_unique_ptr{device_malloc(buffer_size_conversion), device_free};
|
|
void* dbuffer_conversion = dbuffer_conversion_managed.get();
|
|
|
|
// Obtain BSR nnzb first on the host and then using the device and ensure they give the same results
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST));
|
|
|
|
int nnzb;
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXcsr2gebsrNnz(handle,
|
|
dir,
|
|
m,
|
|
n,
|
|
descr_A,
|
|
dcsr_row_ptr,
|
|
dcsr_col_ind,
|
|
descr_A,
|
|
dbsr_row_ptr_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
&nnzb,
|
|
dbuffer_conversion));
|
|
|
|
// Allocate memory on the device
|
|
auto dbsr_col_ind_A_managed
|
|
= hipsparse_unique_ptr{device_malloc(sizeof(int) * nnzb), device_free};
|
|
auto dbsr_val_A_managed = hipsparse_unique_ptr{
|
|
device_malloc(sizeof(T) * nnzb * row_block_dim_A * col_block_dim_A), device_free};
|
|
auto dbsr_row_ptr_C_managed
|
|
= hipsparse_unique_ptr{device_malloc(sizeof(int) * (mb_C + 1)), device_free};
|
|
|
|
int* dbsr_col_ind_A = (int*)dbsr_col_ind_A_managed.get();
|
|
T* dbsr_val_A = (T*)dbsr_val_A_managed.get();
|
|
int* dbsr_row_ptr_C = (int*)dbsr_row_ptr_C_managed.get();
|
|
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXcsr2gebsr(handle,
|
|
dir,
|
|
m,
|
|
n,
|
|
descr_A,
|
|
dcsr_val,
|
|
dcsr_row_ptr,
|
|
dcsr_col_ind,
|
|
descr_A,
|
|
dbsr_val_A,
|
|
dbsr_row_ptr_A,
|
|
dbsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
dbuffer_conversion));
|
|
|
|
// Copy output from device to host
|
|
std::vector<int> hbsr_row_ptr_A(mb + 1);
|
|
std::vector<int> hbsr_col_ind_A(nnzb);
|
|
std::vector<T> hbsr_val_A(nnzb * row_block_dim_A * col_block_dim_A);
|
|
|
|
CHECK_HIP_ERROR(hipMemcpy(
|
|
hbsr_row_ptr_A.data(), dbsr_row_ptr_A, sizeof(int) * (mb + 1), hipMemcpyDeviceToHost));
|
|
CHECK_HIP_ERROR(hipMemcpy(
|
|
hbsr_col_ind_A.data(), dbsr_col_ind_A, sizeof(int) * nnzb, hipMemcpyDeviceToHost));
|
|
CHECK_HIP_ERROR(hipMemcpy(hbsr_val_A.data(),
|
|
dbsr_val_A,
|
|
sizeof(T) * nnzb * row_block_dim_A * col_block_dim_A,
|
|
hipMemcpyDeviceToHost));
|
|
|
|
int buffer_size = 0;
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsr_bufferSize(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
dbsr_val_A,
|
|
dbsr_row_ptr_A,
|
|
dbsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
&buffer_size));
|
|
|
|
// Allocate buffer on the device
|
|
auto dbuffer_managed
|
|
= hipsparse_unique_ptr{device_malloc(sizeof(char) * buffer_size), device_free};
|
|
|
|
void* dbuffer = (void*)dbuffer_managed.get();
|
|
|
|
// Obtain BSR nnzb first on the host and then using the device and ensure they give the same results
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST));
|
|
|
|
int hnnzb_C;
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsrNnz(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
dbsr_row_ptr_A,
|
|
dbsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
dbsr_row_ptr_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
&hnnzb_C,
|
|
dbuffer));
|
|
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_DEVICE));
|
|
|
|
auto dnnzb_C_managed = hipsparse_unique_ptr{device_malloc(sizeof(int)), device_free};
|
|
int* dnnzb_C = (int*)dnnzb_C_managed.get();
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsrNnz(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
dbsr_row_ptr_A,
|
|
dbsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
dbsr_row_ptr_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
dnnzb_C,
|
|
dbuffer));
|
|
|
|
int hnnzb_C_copied_from_device;
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(&hnnzb_C_copied_from_device, dnnzb_C, sizeof(int), hipMemcpyDeviceToHost));
|
|
|
|
if(argus.unit_check)
|
|
{
|
|
// Check that using host and device pointer mode gives the same result
|
|
unit_check_general(1, 1, 1, &hnnzb_C_copied_from_device, &hnnzb_C);
|
|
}
|
|
|
|
// Allocate memory on the device
|
|
auto dbsr_col_ind_C_managed
|
|
= hipsparse_unique_ptr{device_malloc(sizeof(int) * hnnzb_C), device_free};
|
|
auto dbsr_val_C_managed = hipsparse_unique_ptr{
|
|
device_malloc(sizeof(T) * hnnzb_C * row_block_dim_C * col_block_dim_C), device_free};
|
|
|
|
int* dbsr_col_ind_C = (int*)dbsr_col_ind_C_managed.get();
|
|
T* dbsr_val_C = (T*)dbsr_val_C_managed.get();
|
|
|
|
if(argus.unit_check)
|
|
{
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
dbsr_val_A,
|
|
dbsr_row_ptr_A,
|
|
dbsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
dbsr_val_C,
|
|
dbsr_row_ptr_C,
|
|
dbsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
dbuffer));
|
|
|
|
// Copy output from device to host
|
|
std::vector<int> hbsr_row_ptr_C(mb_C + 1);
|
|
std::vector<int> hbsr_col_ind_C(hnnzb_C);
|
|
std::vector<T> hbsr_val_C(hnnzb_C * row_block_dim_C * col_block_dim_C);
|
|
|
|
CHECK_HIP_ERROR(hipMemcpy(hbsr_row_ptr_C.data(),
|
|
dbsr_row_ptr_C,
|
|
sizeof(int) * (mb_C + 1),
|
|
hipMemcpyDeviceToHost));
|
|
CHECK_HIP_ERROR(hipMemcpy(
|
|
hbsr_col_ind_C.data(), dbsr_col_ind_C, sizeof(int) * hnnzb_C, hipMemcpyDeviceToHost));
|
|
CHECK_HIP_ERROR(hipMemcpy(hbsr_val_C.data(),
|
|
dbsr_val_C,
|
|
sizeof(T) * hnnzb_C * row_block_dim_C * col_block_dim_C,
|
|
hipMemcpyDeviceToHost));
|
|
|
|
// Host csr2bsr conversion
|
|
std::vector<int> hbsr_row_ptr_C_gold;
|
|
std::vector<int> hbsr_col_ind_C_gold;
|
|
std::vector<T> hbsr_val_C_gold;
|
|
|
|
// call host gebsr2gebsr here
|
|
host_gebsr_to_gebsr(dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
hbsr_val_A,
|
|
hbsr_row_ptr_A,
|
|
hbsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
idx_base_A,
|
|
hbsr_val_C_gold,
|
|
hbsr_row_ptr_C_gold,
|
|
hbsr_col_ind_C_gold,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
idx_base_C);
|
|
|
|
int nnzb_C_gold = hbsr_row_ptr_C_gold[mb_C] - hbsr_row_ptr_C_gold[0];
|
|
|
|
// Unit check
|
|
unit_check_general(1, 1, 1, &nnzb_C_gold, &hnnzb_C);
|
|
unit_check_general(1, mb_C + 1, 1, hbsr_row_ptr_C_gold.data(), hbsr_row_ptr_C.data());
|
|
unit_check_general(1, hnnzb_C, 1, hbsr_col_ind_C_gold.data(), hbsr_col_ind_C.data());
|
|
unit_check_general(1,
|
|
hnnzb_C * row_block_dim_C * col_block_dim_C,
|
|
1,
|
|
hbsr_val_C_gold.data(),
|
|
hbsr_val_C.data());
|
|
}
|
|
|
|
if(argus.timing)
|
|
{
|
|
int number_cold_calls = 2;
|
|
int number_hot_calls = argus.iters;
|
|
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST));
|
|
|
|
// Warm up
|
|
for(int iter = 0; iter < number_cold_calls; ++iter)
|
|
{
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
dbsr_val_A,
|
|
dbsr_row_ptr_A,
|
|
dbsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
dbsr_val_C,
|
|
dbsr_row_ptr_C,
|
|
dbsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
dbuffer));
|
|
}
|
|
|
|
double gpu_time_used = get_time_us();
|
|
|
|
// Performance run
|
|
for(int iter = 0; iter < number_hot_calls; ++iter)
|
|
{
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsr(handle,
|
|
dir,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
descr_A,
|
|
dbsr_val_A,
|
|
dbsr_row_ptr_A,
|
|
dbsr_col_ind_A,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
descr_C,
|
|
dbsr_val_C,
|
|
dbsr_row_ptr_C,
|
|
dbsr_col_ind_C,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
dbuffer));
|
|
}
|
|
|
|
gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls;
|
|
|
|
double gbyte_count = gebsr2gebsr_gbyte_count<T>(mb,
|
|
mb_C,
|
|
row_block_dim_A,
|
|
col_block_dim_A,
|
|
row_block_dim_C,
|
|
col_block_dim_C,
|
|
nnzb,
|
|
hnnzb_C);
|
|
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::MbA,
|
|
mb,
|
|
display_key_t::NbA,
|
|
nb,
|
|
display_key_t::MbC,
|
|
mb_C,
|
|
display_key_t::NbC,
|
|
nb_C,
|
|
display_key_t::row_block_dimA,
|
|
row_block_dim_A,
|
|
display_key_t::col_block_dimA,
|
|
col_block_dim_A,
|
|
display_key_t::row_block_dimC,
|
|
row_block_dim_C,
|
|
display_key_t::col_block_dimC,
|
|
col_block_dim_C,
|
|
display_key_t::nnzbA,
|
|
nnzb,
|
|
display_key_t::nnzbC,
|
|
hnnzb_C,
|
|
display_key_t::bandwidth,
|
|
gpu_gbyte,
|
|
display_key_t::time_ms,
|
|
get_gpu_time_msec(gpu_time_used));
|
|
}
|
|
}
|
|
|
|
#endif // TESTING_GEBSR2GEBSR_HPP
|