/* ************************************************************************ * Copyright (c) 2020 Advanced Micro Devices, Inc. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN * THE SOFTWARE. * * ************************************************************************ */ #pragma once #ifndef TESTING_GEBSR2GEBSR_HPP #define TESTING_GEBSR2GEBSR_HPP #include "hipsparse.hpp" #include "hipsparse_test_unique_ptr.hpp" #include "unit.hpp" #include "utility.hpp" using namespace hipsparse; using namespace hipsparse_test; template void testing_gebsr2gebsr_bad_arg(void) { #ifdef __HIP_PLATFORM_NVIDIA__ // do not test for bad args return; #endif int mb = 100; int nb = 100; int nnzb = 100; int safe_size = 100; int row_block_dim_A = 2; int col_block_dim_A = 2; int row_block_dim_C = 2; int col_block_dim_C = 2; hipsparseIndexBase_t idx_base_A = HIPSPARSE_INDEX_BASE_ZERO; hipsparseIndexBase_t idx_base_C = HIPSPARSE_INDEX_BASE_ZERO; hipsparseDirection_t dir = HIPSPARSE_DIRECTION_ROW; hipsparseStatus_t status; std::unique_ptr unique_ptr_handle(new handle_struct); hipsparseHandle_t handle = unique_ptr_handle->handle; std::unique_ptr unique_ptr_descr_A(new descr_struct); hipsparseMatDescr_t descr_A = unique_ptr_descr_A->descr; std::unique_ptr 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); auto bsr_row_ptr_A_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto bsr_col_ind_A_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto bsr_val_A_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free}; auto bsr_row_ptr_C_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto bsr_col_ind_C_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto bsr_val_C_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free}; auto temp_buffer_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free}; int* bsr_row_ptr_A = (int*)bsr_row_ptr_A_managed.get(); int* bsr_col_ind_A = (int*)bsr_col_ind_A_managed.get(); T* bsr_val_A = (T*)bsr_val_A_managed.get(); int* bsr_row_ptr_C = (int*)bsr_row_ptr_C_managed.get(); int* bsr_col_ind_C = (int*)bsr_col_ind_C_managed.get(); T* bsr_val_C = (T*)bsr_val_C_managed.get(); T* temp_buffer = (T*)temp_buffer_managed.get(); if(!bsr_row_ptr_A || !bsr_col_ind_A || !bsr_val_A || !bsr_row_ptr_C || !bsr_col_ind_C || !bsr_val_C || !temp_buffer) { PRINT_IF_HIP_ERROR(hipErrorOutOfMemory); return; } // Testing hipsparseXgebsr2gebsr_bufferSize() int buffer_size; // Test invalid handle status = hipsparseXgebsr2gebsr_bufferSize(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, row_block_dim_C, col_block_dim_C, &buffer_size); verify_hipsparse_status_invalid_handle(status); // Test invalid pointers status = hipsparseXgebsr2gebsr_bufferSize(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, row_block_dim_C, col_block_dim_C, &buffer_size); verify_hipsparse_status_invalid_pointer(status, "Error: descr_A is nullptr"); status = hipsparseXgebsr2gebsr_bufferSize(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, row_block_dim_C, col_block_dim_C, &buffer_size); verify_hipsparse_status_invalid_pointer(status, "Error: bsr_val_A is nullptr"); status = hipsparseXgebsr2gebsr_bufferSize(handle, dir, mb, nb, nnzb, descr_A, bsr_val_A, nullptr, bsr_col_ind_A, row_block_dim_A, col_block_dim_A, row_block_dim_C, col_block_dim_C, &buffer_size); verify_hipsparse_status_invalid_pointer(status, "Error: bsr_row_ptr_A is nullptr"); status = hipsparseXgebsr2gebsr_bufferSize(handle, dir, mb, nb, nnzb, descr_A, bsr_val_A, bsr_row_ptr_A, nullptr, row_block_dim_A, col_block_dim_A, row_block_dim_C, col_block_dim_C, &buffer_size); verify_hipsparse_status_invalid_pointer(status, "Error: bsr_col_ind_A is nullptr"); status = hipsparseXgebsr2gebsr_bufferSize(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, row_block_dim_C, col_block_dim_C, nullptr); verify_hipsparse_status_invalid_pointer(status, "Error: buffer_size is nullptr"); // Test invalid sizes status = hipsparseXgebsr2gebsr_bufferSize(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, row_block_dim_C, col_block_dim_C, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: mb is invalid"); status = hipsparseXgebsr2gebsr_bufferSize(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, row_block_dim_C, col_block_dim_C, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: nb is invalid"); status = hipsparseXgebsr2gebsr_bufferSize(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, row_block_dim_C, col_block_dim_C, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: nnzb is invalid"); status = hipsparseXgebsr2gebsr_bufferSize(handle, dir, mb, nb, nnzb, descr_A, bsr_val_A, bsr_row_ptr_A, bsr_col_ind_A, -1, col_block_dim_A, row_block_dim_C, col_block_dim_C, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: row_block_dim_A is invalid"); status = hipsparseXgebsr2gebsr_bufferSize(handle, dir, mb, nb, nnzb, descr_A, bsr_val_A, bsr_row_ptr_A, bsr_col_ind_A, row_block_dim_A, -1, row_block_dim_C, col_block_dim_C, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: col_block_dim_A is invalid"); status = hipsparseXgebsr2gebsr_bufferSize(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, -1, col_block_dim_C, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: row_block_dim_C is invalid"); status = hipsparseXgebsr2gebsr_bufferSize(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, row_block_dim_C, -1, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: col_block_dim_C is invalid"); // Testing hipsparseXgebsr2gebsrNnz() int nnz_total_dev_host_ptr; // Test invalid handle status = hipsparseXgebsr2gebsrNnz(nullptr, 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, col_block_dim_C, &nnz_total_dev_host_ptr, temp_buffer); verify_hipsparse_status_invalid_handle(status); // Test invalid pointers status = hipsparseXgebsr2gebsrNnz(handle, dir, mb, nb, nnzb, nullptr, 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_pointer(status, "Error: descr_A is nullptr"); status = hipsparseXgebsr2gebsrNnz(handle, dir, mb, nb, nnzb, descr_A, nullptr, 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_pointer(status, "Error: bsr_row_ptr_A is nullptr"); status = hipsparseXgebsr2gebsrNnz(handle, dir, mb, nb, nnzb, descr_A, bsr_row_ptr_A, nullptr, 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_pointer(status, "Error: bsr_col_ind_A is nullptr"); 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, nullptr, bsr_row_ptr_C, row_block_dim_C, col_block_dim_C, &nnz_total_dev_host_ptr, temp_buffer); verify_hipsparse_status_invalid_pointer(status, "Error: descr_C is nullptr"); 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, nullptr, row_block_dim_C, col_block_dim_C, &nnz_total_dev_host_ptr, temp_buffer); verify_hipsparse_status_invalid_pointer(status, "Error: bsr_row_ptr_C is nullptr"); 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, col_block_dim_C, nullptr, temp_buffer); verify_hipsparse_status_invalid_pointer(status, "Error: nnz_total_dev_host_ptr is nullptr"); 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, col_block_dim_C, &nnz_total_dev_host_ptr, nullptr); verify_hipsparse_status_invalid_pointer(status, "Error: buffer is nullptr"); // Test invalid sizes status = hipsparseXgebsr2gebsrNnz(handle, dir, -1, 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"); 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, col_block_dim_C, nullptr); verify_hipsparse_status_invalid_pointer(status, "Error: temp_buffer 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"); } template hipsparseStatus_t 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.idx_base; hipsparseIndexBase_t idx_base_C = argus.idx_base2; hipsparseDirection_t dir = argus.dirA; std::string binfile = ""; std::string filename = ""; hipsparseStatus_t status; // When in testing mode, M == N == -99 indicates that we are testing with a real // matrix from cise.ufl.edu int safe_size = 100; if(m == -99 && n == -99 && argus.timing == 0) { binfile = argus.filename; m = n = safe_size; } if(argus.timing == 1) { filename = argus.filename; } int mb = -1; int nb = -1; if(row_block_dim_A > 0 && col_block_dim_A > 0) { mb = (m + row_block_dim_A - 1) / row_block_dim_A; nb = (n + col_block_dim_A - 1) / col_block_dim_A; } std::unique_ptr unique_ptr_handle(new handle_struct); hipsparseHandle_t handle = unique_ptr_handle->handle; std::unique_ptr unique_ptr_descr_A(new descr_struct); hipsparseMatDescr_t descr_A = unique_ptr_descr_A->descr; std::unique_ptr 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); // Argument sanity check before allocating invalid memory if(mb <= 0 || nb <= 0 || row_block_dim_A <= 0 || col_block_dim_A <= 0 || row_block_dim_C <= 0 || col_block_dim_C <= 0) { auto dtemp_buffer_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free}; T* dtemp_buffer = (T*)dtemp_buffer_managed.get(); if(!dtemp_buffer) { verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED, "!dtemp_buffer"); return HIPSPARSE_STATUS_ALLOC_FAILED; } status = hipsparseXgebsr2gebsr(handle, dir, mb, nb, safe_size, descr_A, (const T*)nullptr, nullptr, nullptr, row_block_dim_A, col_block_dim_A, descr_C, (T*)nullptr, nullptr, nullptr, row_block_dim_C, col_block_dim_C, dtemp_buffer); if(mb < 0 || nb < 0 || row_block_dim_A <= 0 || col_block_dim_A <= 0 || row_block_dim_C <= 0 || col_block_dim_C <= 0) { verify_hipsparse_status_invalid_size( status, "Error: mb < 0 || nb < 0 || row_block_dim_A <= 0 || col_block_dim_A <= 0 || " "row_block_dim_C <= 0 || col_block_dim_C <= 0"); } else { verify_hipsparse_status_success( status, "mb >= 0 && nb >= 0 && row_block_dim_A > 0 && col_block_dim_A > 0 && " "row_block_dim_C > 0 && col_block_dim_C > 0"); } return HIPSPARSE_STATUS_SUCCESS; } // Host structures std::vector hcsr_row_ptr; std::vector hcsr_col_ind; std::vector hcsr_val; int nnz; // Initial Data on CPU srand(12345ULL); if(binfile != "") { if(read_bin_matrix( binfile.c_str(), m, n, nnz, hcsr_row_ptr, hcsr_col_ind, hcsr_val, idx_base_A) != 0) { fprintf(stderr, "Cannot open [read] %s\n", binfile.c_str()); return HIPSPARSE_STATUS_INTERNAL_ERROR; } } else if(argus.laplacian) { m = n = gen_2d_laplacian(argus.laplacian, hcsr_row_ptr, hcsr_col_ind, hcsr_val, idx_base_A); nnz = hcsr_row_ptr[m]; } else { std::vector coo_row_ind; if(filename != "") { if(read_mtx_matrix( filename.c_str(), m, n, nnz, coo_row_ind, hcsr_col_ind, hcsr_val, idx_base_A) != 0) { fprintf(stderr, "Cannot open [read] %s\n", filename.c_str()); return HIPSPARSE_STATUS_INTERNAL_ERROR; } } else { double scale = 0.02; if(m > 1000 || n > 1000) { scale = 2.0 / std::max(m, n); } nnz = m * scale * n; gen_matrix_coo(m, n, nnz, coo_row_ind, hcsr_col_ind, hcsr_val, idx_base_A); } // Convert COO to CSR hcsr_row_ptr.resize(m + 1, 0); for(int i = 0; i < nnz; ++i) { ++hcsr_row_ptr[coo_row_ind[i] + 1 - idx_base_A]; } hcsr_row_ptr[0] = idx_base_A; for(int i = 0; i < m; ++i) { hcsr_row_ptr[i + 1] += hcsr_row_ptr[i]; } } // mb and nb can be modified if reading from a file mb = (m + row_block_dim_A - 1) / row_block_dim_A; 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(); if(!dcsr_val || !dcsr_row_ptr || !dcsr_col_ind || !dbsr_row_ptr_A) { verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED, "!dval || !dptr || !dcol || !dbsr_row_ptr_A"); return HIPSPARSE_STATUS_ALLOC_FAILED; } // 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(); if(!dbuffer_conversion) { verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED, "!dbuffer_conversion"); return HIPSPARSE_STATUS_ALLOC_FAILED; } // 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(); if(!dbsr_col_ind_A || !dbsr_val_A || !dbsr_row_ptr_C) { verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED, "!dbsr_col_ind_A || !dbsr_val_A || !dbsr_row_ptr_C"); return HIPSPARSE_STATUS_ALLOC_FAILED; } 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 hbsr_row_ptr_A(mb + 1); std::vector hbsr_col_ind_A(nnzb); std::vector 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(); if(!dbuffer) { verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED, "!dbuffer"); return HIPSPARSE_STATUS_ALLOC_FAILED; } if(argus.unit_check) { // 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)); // 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(!dbsr_col_ind_C || !dbsr_val_C) { verify_hipsparse_status_success(HIPSPARSE_STATUS_ALLOC_FAILED, "!bsr_col_ind_C || !bsr_val_C"); return HIPSPARSE_STATUS_ALLOC_FAILED; } 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 hbsr_row_ptr_C(mb_C + 1); std::vector hbsr_col_ind_C(hnnzb_C); std::vector 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 hbsr_row_ptr_C_gold; std::vector hbsr_col_ind_C_gold; std::vector 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()); } return HIPSPARSE_STATUS_SUCCESS; } #endif // TESTING_GEBSR2GEBSR_HPP