/* ************************************************************************ * 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_GEBSR2GEBSC_HPP #define TESTING_GEBSR2GEBSC_HPP #include "hipsparse.hpp" #include "hipsparse_test_unique_ptr.hpp" #include "unit.hpp" #include "utility.hpp" #include #include #include using namespace hipsparse; using namespace hipsparse_test; template void testing_gebsr2gebsc_bad_arg(void) { #ifdef __HIP_PLATFORM_NVIDIA__ // do not test for bad args return; #endif hipsparseStatus_t status; std::unique_ptr unique_ptr_handle(new handle_struct); hipsparseHandle_t handle = unique_ptr_handle->handle; static const size_t safe_size = 100; auto bsr_row_ptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto bsr_col_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto bsr_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free}; int* bsr_row_ptr = (int*)bsr_row_ptr_managed.get(); int* bsr_col_ind = (int*)bsr_col_ind_managed.get(); T* bsr_val = (T*)bsr_val_managed.get(); auto bsc_row_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto bsc_col_ptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto bsc_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free}; auto buffer_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free}; void* buffer = buffer_managed.get(); int* bsc_row_ind = (int*)bsc_row_ind_managed.get(); int* bsc_col_ptr = (int*)bsc_col_ptr_managed.get(); T* bsc_val = (T*)bsc_val_managed.get(); if(!bsr_row_ptr || !bsr_col_ind || !bsr_val || !bsc_row_ind || !bsc_col_ptr || !bsc_val) { PRINT_IF_HIP_ERROR(hipErrorOutOfMemory); return; } size_t buffer_size; status = hipsparseXgebsr2gebsc_bufferSize(nullptr, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, &buffer_size); verify_hipsparse_status_invalid_handle(status); status = hipsparseXgebsr2gebsc_bufferSize(handle, -1, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: mb is invalid"); status = hipsparseXgebsr2gebsc_bufferSize(handle, safe_size, -1, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: nb is invalid"); status = hipsparseXgebsr2gebsc_bufferSize(handle, safe_size, safe_size, -1, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: nnzb is invalid"); status = hipsparseXgebsr2gebsc_bufferSize(handle, safe_size, safe_size, safe_size, nullptr, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, &buffer_size); verify_hipsparse_status_invalid_pointer(status, "Error: bsr_val is nullptr"); status = hipsparseXgebsr2gebsc_bufferSize(handle, safe_size, safe_size, safe_size, bsr_val, nullptr, bsr_col_ind, safe_size, safe_size, &buffer_size); verify_hipsparse_status_invalid_pointer(status, "Error: bsr_row_ptr is nullptr"); status = hipsparseXgebsr2gebsc_bufferSize(handle, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, nullptr, safe_size, safe_size, &buffer_size); verify_hipsparse_status_invalid_pointer(status, "Error: bsr_col_ind is nullptr"); status = hipsparseXgebsr2gebsc_bufferSize(handle, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, -1, safe_size, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: row_block_dim is invalid"); status = hipsparseXgebsr2gebsc_bufferSize(handle, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, -1, &buffer_size); verify_hipsparse_status_invalid_size(status, "Error: col_block_dim is invalid"); status = hipsparseXgebsr2gebsc_bufferSize(handle, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, nullptr); verify_hipsparse_status_invalid_pointer(status, "Error: buffer_size is nullptr"); // Test hipsparseXgebsr2gebsc() status = hipsparseXgebsr2gebsc(nullptr, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, bsc_val, bsc_row_ind, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_handle(status); status = hipsparseXgebsr2gebsc(handle, -1, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, bsc_val, bsc_row_ind, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_size(status, "Error: mb is invalid"); status = hipsparseXgebsr2gebsc(handle, safe_size, -1, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, bsc_val, bsc_row_ind, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_size(status, "Error: nb is invalid"); status = hipsparseXgebsr2gebsc(handle, safe_size, safe_size, -1, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, bsc_val, bsc_row_ind, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_size(status, "Error: nnzb is invalid"); status = hipsparseXgebsr2gebsc(handle, safe_size, safe_size, safe_size, nullptr, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, bsc_val, bsc_row_ind, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_size(status, "Error: bsr_val is nullptr"); status = hipsparseXgebsr2gebsc(handle, safe_size, safe_size, safe_size, bsr_val, nullptr, bsr_col_ind, safe_size, safe_size, bsc_val, bsc_row_ind, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_pointer(status, "Error: bsr_row_ptr is nullptr"); status = hipsparseXgebsr2gebsc(handle, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, nullptr, safe_size, safe_size, bsc_val, bsc_row_ind, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_pointer(status, "Error: bsr_col_ind is nullptr"); status = hipsparseXgebsr2gebsc(handle, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, -1, safe_size, bsc_val, bsc_row_ind, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_size(status, "Error: row_block_dim is invalid"); status = hipsparseXgebsr2gebsc(handle, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, -1, bsc_val, bsc_row_ind, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_size(status, "Error: col_block_dim is invalid"); status = hipsparseXgebsr2gebsc(handle, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, nullptr, bsc_row_ind, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_pointer(status, "Error: bsc_val is nullptr"); status = hipsparseXgebsr2gebsc(handle, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, bsc_val, nullptr, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_pointer(status, "Error: bsc_row_ind is nullptr"); status = hipsparseXgebsr2gebsc(handle, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, bsc_val, bsc_row_ind, nullptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, buffer); verify_hipsparse_status_invalid_pointer(status, "Error: bsc_col_ptr is nullptr"); status = hipsparseXgebsr2gebsc(handle, safe_size, safe_size, safe_size, bsr_val, bsr_row_ptr, bsr_col_ind, safe_size, safe_size, bsc_val, bsc_row_ind, bsc_col_ptr, HIPSPARSE_ACTION_NUMERIC, HIPSPARSE_INDEX_BASE_ZERO, nullptr); verify_hipsparse_status_invalid_pointer(status, "Error: buffer is invalid"); } #define DEVICE_ALLOC(TYPE, NAME, SIZE) \ auto NAME##_managed = hipsparse_unique_ptr{device_malloc(sizeof(TYPE) * SIZE), device_free}; \ TYPE* NAME = (TYPE*)NAME##_managed.get() template hipsparseStatus_t testing_gebsr2gebsc(Arguments argus) { hipsparseStatus_t status; std::unique_ptr unique_ptr_handle(new handle_struct); hipsparseHandle_t handle = unique_ptr_handle->handle; hipsparseAction_t action = argus.action; hipsparseIndexBase_t base = argus.idx_base; // Argument sanity check before allocating invalid memory if((argus.M <= 0 && argus.M != -99) || (argus.N <= 0 && argus.M != -99) || argus.row_block_dimA <= 0 || argus.col_block_dimA <= 0) { #if(defined(CUDART_VERSION)) if(argus.row_block_dimA == 0 || argus.col_block_dimA == 0) { return HIPSPARSE_STATUS_SUCCESS; } #endif int M = argus.M; int N = argus.N; int row_block_dim = argus.row_block_dimA; int col_block_dim = argus.col_block_dimA; static const size_t safe_size = 100; // Allocate memory on device DEVICE_ALLOC(T, dbuffer, safe_size); if(!dbuffer) { return HIPSPARSE_STATUS_ALLOC_FAILED; } size_t buffer_size; status = hipsparseXgebsr2gebsc_bufferSize(handle, M, N, safe_size, (const T*)nullptr, nullptr, nullptr, row_block_dim, col_block_dim, &buffer_size); if(M < 0 || N < 0 || row_block_dim < 0 || col_block_dim < 0) { verify_hipsparse_status_invalid_size( status, "Error: M < 0 || N < 0 || row_block_dim < 0 || col_block_dim < 0"); } else { verify_hipsparse_status_success( status, "NOT(M < 0 || N < 0 || row_block_dim < 0 || col_block_dim < 0)"); } status = hipsparseXgebsr2gebsc(handle, M, N, safe_size, (const T*)nullptr, nullptr, nullptr, row_block_dim, col_block_dim, (T*)nullptr, nullptr, nullptr, action, base, dbuffer); if(M < 0 || N < 0 || row_block_dim < 0 || col_block_dim < 0) { verify_hipsparse_status_invalid_size( status, "Error: M < 0 || N < 0 || row_block_dim < 0 || col_block_dim < 0"); } else { verify_hipsparse_status_success( status, "NOT(M < 0 || N < 0 || row_block_dim < 0 || col_block_dim < 0)"); } return HIPSPARSE_STATUS_SUCCESS; } // // Build the gebsr matrix. // hipsparseDirection_t bsr_dirb; int bsr_mb = -1; int bsr_nb = -1; int bsr_nnzb = -1; int bsr_row_block_dim = -1; int bsr_col_block_dim = -1; std::vector hbsr_row_ptr; std::vector hbsr_col_ind; std::vector hbsr_val; { bsr_dirb = argus.dirA; int m = argus.M; int n = argus.N; bsr_row_block_dim = argus.row_block_dimA; bsr_col_block_dim = argus.col_block_dimA; std::string binfile = ""; std::string filename = ""; // When in testing mode, M == N == -99 indicates that we are testing with a real // matrix from cise.ufl.edu if(m == -99 && n == -99 && argus.timing == 0) { int safe_size = 100; binfile = argus.filename; m = n = safe_size; } if(argus.timing == 1) { filename = argus.filename; } // Read or construct CSR matrix std::vector hcsr_row_ptr; std::vector hcsr_col_ind; std::vector hcsr_val; int nnz; srand(12345ULL); if(binfile != "") { if(read_bin_matrix( binfile.c_str(), m, n, nnz, hcsr_row_ptr, hcsr_col_ind, hcsr_val, base) != 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, base); 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, base) != 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; nnz = std::max(nnz, 1); gen_matrix_coo(m, n, nnz, coo_row_ind, hcsr_col_ind, hcsr_val, base); } // 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 - base]; } hcsr_row_ptr[0] = base; for(int i = 0; i < m; ++i) { hcsr_row_ptr[i + 1] += hcsr_row_ptr[i]; } } // // Now convert the CSR matrix to a GEBSR matrix. // bsr_mb = m; bsr_nb = n; bsr_nnzb = nnz; size_t nvalues = bsr_nnzb * bsr_row_block_dim * bsr_col_block_dim; hbsr_val.resize(nvalues); for(size_t i = 0; i < nvalues; ++i) { hbsr_val[i] = random_generator(); } for(size_t i = 0; i < nvalues; ++i) { hbsr_val[i] = random_generator(); } hbsr_row_ptr = hcsr_row_ptr; hbsr_col_ind = hcsr_col_ind; } DEVICE_ALLOC(int, dbsr_row_ptr, (bsr_mb + 1)); DEVICE_ALLOC(int, dbsr_col_ind, bsr_nnzb); DEVICE_ALLOC(T, dbsr_val, (bsr_nnzb * bsr_row_block_dim * bsr_col_block_dim)); // Copy data from host to device CHECK_HIP_ERROR(hipMemcpy( dbsr_row_ptr, hbsr_row_ptr.data(), sizeof(int) * (bsr_mb + 1), hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy( dbsr_col_ind, hbsr_col_ind.data(), sizeof(int) * bsr_nnzb, hipMemcpyHostToDevice)); CHECK_HIP_ERROR(hipMemcpy(dbsr_val, hbsr_val.data(), sizeof(T) * bsr_nnzb * bsr_row_block_dim * bsr_col_block_dim, hipMemcpyHostToDevice)); // // Obtain required buffer size (from host) // size_t buffer_size; CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsc_bufferSize(handle, bsr_mb, bsr_nb, bsr_nnzb, dbsr_val, dbsr_row_ptr, dbsr_col_ind, bsr_row_block_dim, bsr_col_block_dim, &buffer_size)); // // Allocate the buffer size. // auto dbuffer_managed = hipsparse_unique_ptr{device_malloc(buffer_size), device_free}; void* dbuffer = dbuffer_managed.get(); DEVICE_ALLOC(int, dbsc_row_ind, bsr_nnzb); DEVICE_ALLOC(int, dbsc_col_ptr, (bsr_nb + 1)); DEVICE_ALLOC(T, dbsc_val, (bsr_nnzb * bsr_row_block_dim * bsr_col_block_dim)); if(argus.unit_check) { CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsc(handle, bsr_mb, bsr_nb, bsr_nnzb, dbsr_val, dbsr_row_ptr, dbsr_col_ind, bsr_row_block_dim, bsr_col_block_dim, dbsc_val, dbsc_row_ind, dbsc_col_ptr, action, base, dbuffer)); // // Transfer to host. // std::vector hbsc_from_device_row_ind(bsr_nnzb); std::vector hbsc_from_device_col_ptr(bsr_nb + 1); std::vector hbsc_from_device_val(bsr_nnzb * bsr_row_block_dim * bsr_col_block_dim); CHECK_HIP_ERROR(hipMemcpy(hbsc_from_device_col_ptr.data(), dbsc_col_ptr, sizeof(int) * (bsr_nb + 1), hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(hbsc_from_device_row_ind.data(), dbsc_row_ind, sizeof(int) * bsr_nnzb, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(hbsc_from_device_val.data(), dbsc_val, sizeof(T) * bsr_nnzb * bsr_row_block_dim * bsr_col_block_dim, hipMemcpyDeviceToHost)); // // Allocate host bsc matrix. // std::vector hbsc_row_ind(bsr_nnzb); std::vector hbsc_col_ptr(bsr_nb + 1); std::vector hbsc_val(bsr_nnzb * bsr_row_block_dim * bsr_col_block_dim); host_gebsr_to_gebsc(bsr_mb, bsr_nb, bsr_nnzb, hbsr_row_ptr, hbsr_col_ind, hbsr_val, bsr_row_block_dim, bsr_col_block_dim, hbsc_row_ind, hbsc_col_ptr, hbsc_val, action, base); unit_check_general(1, bsr_nb + 1, 1, hbsc_from_device_col_ptr.data(), hbsc_col_ptr.data()); unit_check_general(1, bsr_nnzb, 1, hbsc_from_device_row_ind.data(), hbsc_row_ind.data()); if(action == HIPSPARSE_ACTION_NUMERIC) { unit_check_general(1, bsr_nnzb * bsr_row_block_dim * bsr_col_block_dim, 1, hbsc_from_device_val.data(), hbsc_val.data()); } } return HIPSPARSE_STATUS_SUCCESS; } #endif // TESTING_GEBSR2GEBSC_HPP