/* ************************************************************************ * Copyright (C) 2020 Advanced Micro Devices, Inc. All rights Reserved. * * 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_NNZ_HPP #define TESTING_NNZ_HPP #include "display.hpp" #include "flops.hpp" #include "gbyte.hpp" #include "hipsparse.hpp" #include "hipsparse_arguments.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_nnz_bad_arg(const Arguments& argus) { static constexpr size_t safe_size = 100; static constexpr int M = 10; static constexpr int N = 10; static constexpr int lda = M; static constexpr hipsparseDirection_t dirA = HIPSPARSE_DIRECTION_ROW; std::unique_ptr unique_ptr_handle(new handle_struct); hipsparseHandle_t handle = unique_ptr_handle->handle; std::unique_ptr unique_ptr_descr(new descr_struct); hipsparseMatDescr_t descrA = unique_ptr_descr->descr; auto A_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free}; auto nnzPerRowColumn_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free}; auto nnzTotalDevHostPtr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * 1), device_free}; T* d_A = (T*)A_managed.get(); int* d_nnzPerRowColumn = (int*)nnzPerRowColumn_managed.get(); int* d_nnzTotalDevHostPtr = (int*)nnzTotalDevHostPtr_managed.get(); #if(!defined(CUDART_VERSION)) verify_hipsparse_status_invalid_handle(hipsparseXnnz( nullptr, dirA, M, N, descrA, (const T*)d_A, lda, d_nnzPerRowColumn, d_nnzTotalDevHostPtr)); verify_hipsparse_status_invalid_pointer(hipsparseXnnz(handle, dirA, M, N, nullptr, (const T*)d_A, lda, d_nnzPerRowColumn, d_nnzTotalDevHostPtr), "Error: descrA as invalid pointer must be detected."); verify_hipsparse_status_invalid_pointer(hipsparseXnnz(handle, dirA, M, N, descrA, (const T*)nullptr, lda, d_nnzPerRowColumn, d_nnzTotalDevHostPtr), "Error: A as invalid pointer must be detected."); verify_hipsparse_status_invalid_pointer( hipsparseXnnz( handle, dirA, M, N, descrA, (const T*)d_A, lda, nullptr, d_nnzTotalDevHostPtr), "Error: nnzPerRowColumn as invalid pointer must be detected."); verify_hipsparse_status_invalid_pointer( hipsparseXnnz(handle, dirA, M, N, descrA, (const T*)d_A, lda, d_nnzPerRowColumn, nullptr), "Error: nnzTotalDevHostPtr as invalid pointer must be detected."); #endif // Testing invalid direction try { hipsparseXnnz(handle, (hipsparseDirection_t)77, -1, -1, descrA, (const T*)nullptr, -1, nullptr, nullptr); // An exception should be thrown. verify_hipsparse_status_internal_error( HIPSPARSE_STATUS_SUCCESS, "Error: an exception must be thrown from the conversion of the hipsparseDirection_t."); } catch(...) { } verify_hipsparse_status_invalid_size(hipsparseXnnz(handle, dirA, -1, N, descrA, (const T*)d_A, lda, d_nnzPerRowColumn, d_nnzTotalDevHostPtr), "Error: M < 0 must be detected."); verify_hipsparse_status_invalid_size(hipsparseXnnz(handle, dirA, M, -1, descrA, (const T*)d_A, lda, d_nnzPerRowColumn, d_nnzTotalDevHostPtr), "Error: N < 0 must be detected."); verify_hipsparse_status_invalid_size(hipsparseXnnz(handle, dirA, M, N, descrA, (const T*)d_A, M - 1, d_nnzPerRowColumn, d_nnzTotalDevHostPtr), "Error: lda < M must be detected."); } template void testing_nnz(Arguments argus) { int M = argus.M; int N = argus.N; int lda = argus.lda; hipsparseDirection_t dirA = argus.dirA; std::unique_ptr unique_ptr_handle(new handle_struct); hipsparseHandle_t handle = unique_ptr_handle->handle; std::unique_ptr unique_ptr_descr(new descr_struct); hipsparseMatDescr_t descrA = unique_ptr_descr->descr; // Create the dense matrix. int MN = (dirA == HIPSPARSE_DIRECTION_ROW) ? M : N; auto A_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * lda * N), device_free}; auto nnzPerRowColumn_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * MN), device_free}; auto nnzTotalDevHostPtr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * 1), device_free}; T* d_A = (T*)A_managed.get(); int* d_nnzPerRowColumn = (int*)nnzPerRowColumn_managed.get(); int* d_nnzTotalDevHostPtr = (int*)nnzTotalDevHostPtr_managed.get(); std::vector h_A(lda * N); std::vector h_nnzPerRowColumn(MN); std::vector hd_nnzPerRowColumn(MN); std::vector h_nnzTotalDevHostPtr(1); std::vector hd_nnzTotalDevHostPtr(1); // Initialize the entire allocated memory. for(int i = 0; i < lda; ++i) { for(int j = 0; j < N; ++j) { h_A[j * lda + i] = make_DataType(-1); } } // Initialize a random dense matrix. srand(0); gen_dense_random_sparsity_pattern(M, N, h_A.data(), lda, HIPSPARSE_ORDER_COL, 0.2); // Transfer. CHECK_HIP_ERROR(hipMemcpy(d_A, h_A.data(), sizeof(T) * lda * N, hipMemcpyHostToDevice)); if(argus.unit_check) { // Compute the reference host first. host_nnz(dirA, M, N, descrA, h_A.data(), lda, h_nnzPerRowColumn.data(), h_nnzTotalDevHostPtr.data()); // Pointer mode device for nnz and call. CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_DEVICE)); CHECK_HIPSPARSE_ERROR(hipsparseXnnz(handle, dirA, M, N, descrA, (const T*)d_A, lda, d_nnzPerRowColumn, d_nnzTotalDevHostPtr)); // Transfer. CHECK_HIP_ERROR(hipMemcpy( hd_nnzPerRowColumn.data(), d_nnzPerRowColumn, sizeof(int) * MN, hipMemcpyDeviceToHost)); CHECK_HIP_ERROR(hipMemcpy(hd_nnzTotalDevHostPtr.data(), d_nnzTotalDevHostPtr, sizeof(int) * 1, hipMemcpyDeviceToHost)); // Check results. unit_check_general(1, MN, 1, hd_nnzPerRowColumn.data(), h_nnzPerRowColumn.data()); unit_check_general(1, 1, 1, hd_nnzTotalDevHostPtr.data(), h_nnzTotalDevHostPtr.data()); // Pointer mode host for nnz and call. int dh_nnz; CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST)); CHECK_HIPSPARSE_ERROR(hipsparseXnnz( handle, dirA, M, N, descrA, (const T*)d_A, lda, d_nnzPerRowColumn, &dh_nnz)); // Transfer. CHECK_HIP_ERROR(hipMemcpy( hd_nnzPerRowColumn.data(), d_nnzPerRowColumn, sizeof(int) * MN, hipMemcpyDeviceToHost)); // Check results. unit_check_general(1, MN, 1, hd_nnzPerRowColumn.data(), h_nnzPerRowColumn.data()); unit_check_general(1, 1, 1, &dh_nnz, h_nnzTotalDevHostPtr.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 int h_nnz; for(int iter = 0; iter < number_cold_calls; ++iter) { CHECK_HIPSPARSE_ERROR(hipsparseXnnz( handle, dirA, M, N, descrA, (const T*)d_A, lda, d_nnzPerRowColumn, &h_nnz)); } double gpu_time_used = get_time_us(); // Performance run for(int iter = 0; iter < number_hot_calls; ++iter) { CHECK_HIPSPARSE_ERROR(hipsparseXnnz( handle, dirA, M, N, descrA, (const T*)d_A, lda, d_nnzPerRowColumn, &h_nnz)); } gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls; double gbyte_count = nnz_gbyte_count(M, N, dirA); 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::LD, lda, display_key_t::nnz, h_nnz, display_key_t::direction, hipsparse_direction2string(dirA), display_key_t::bandwidth, gpu_gbyte, display_key_t::time_ms, get_gpu_time_msec(gpu_time_used)); } } #endif // TESTING_NNZ_HPP