derek.holloway
7502bf64a4
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377 lines
17 KiB
C++
377 lines
17 KiB
C++
/* ************************************************************************
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* Copyright (C) 2018-2026 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_CSRILU0_HPP
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#define TESTING_CSRILU0_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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#include <cmath>
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#include <hipsparse.h>
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#include <string>
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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_csrilu02_bad_arg(const Arguments& argus)
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{
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#if(!defined(CUDART_VERSION))
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int m = 100;
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int nnz = 100;
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int safe_size = 100;
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hipsparseSolvePolicy_t policy = HIPSPARSE_SOLVE_POLICY_USE_LEVEL;
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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(new descr_struct);
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hipsparseMatDescr_t descr = unique_ptr_descr->descr;
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std::unique_ptr<csrilu02_struct> unique_ptr_csrilu02(new csrilu02_struct);
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csrilu02Info_t info = unique_ptr_csrilu02->info;
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auto dptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto dcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto dval_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
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auto dbuffer_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(char) * safe_size), device_free};
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auto dboost_tol_managed = hipsparse_unique_ptr{device_malloc(sizeof(double)), device_free};
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auto dboost_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T)), device_free};
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int* dptr = (int*)dptr_managed.get();
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int* dcol = (int*)dcol_managed.get();
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T* dval = (T*)dval_managed.get();
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void* dbuffer = (void*)dbuffer_managed.get();
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double* dboost_tol = (double*)dboost_tol_managed.get();
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T* dboost_val = (T*)dboost_val_managed.get();
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int size;
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int position;
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_bufferSize(
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handle, m, nnz, descr, dval, (int*)nullptr, dcol, info, &size),
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"Error: dptr is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_bufferSize(
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handle, m, nnz, descr, dval, dptr, (int*)nullptr, info, &size),
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"Error: dcol is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_bufferSize(handle, m, nnz, descr, (T*)nullptr, dptr, dcol, info, &size),
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"Error: dval is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_bufferSize(handle, m, nnz, descr, dval, dptr, dcol, info, (int*)nullptr),
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"Error: size is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_bufferSize(
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handle, m, nnz, (hipsparseMatDescr_t) nullptr, dval, dptr, dcol, info, &size),
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"Error: descr is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_bufferSize(
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handle, m, nnz, descr, dval, dptr, dcol, (csrilu02Info_t) nullptr, &size),
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"Error: info is nullptr");
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verify_hipsparse_status_invalid_handle(hipsparseXcsrilu02_bufferSize(
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(hipsparseHandle_t) nullptr, m, nnz, descr, dval, dptr, dcol, info, &size));
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verify_hipsparse_status_invalid_handle(hipsparseXcsrilu02_numericBoost(
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(hipsparseHandle_t) nullptr, info, 1, dboost_tol, dboost_val));
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_numericBoost(
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handle, (csrilu02Info_t) nullptr, 1, dboost_tol, dboost_val),
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"Error: info is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_numericBoost(handle, info, 1, (double*)nullptr, dboost_val),
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"Error: boost_tol is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_numericBoost(handle, info, 1, dboost_tol, (T*)nullptr),
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"Error: boost_val is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_analysis(
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handle, m, nnz, descr, dval, (int*)nullptr, dcol, info, policy, dbuffer),
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"Error: dptr is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_analysis(
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handle, m, nnz, descr, dval, dptr, (int*)nullptr, info, policy, dbuffer),
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"Error: dcol is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_analysis(
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handle, m, nnz, descr, (T*)nullptr, dptr, dcol, info, policy, dbuffer),
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"Error: dval is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_analysis(
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handle, m, nnz, descr, dval, dptr, dcol, info, policy, (void*)nullptr),
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"Error: dbuffer is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_analysis(
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handle, m, nnz, (hipsparseMatDescr_t) nullptr, dval, dptr, dcol, info, policy, dbuffer),
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"Error: descr is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_analysis(
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handle, m, nnz, descr, dval, dptr, dcol, (csrilu02Info_t) nullptr, policy, dbuffer),
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"Error: info is nullptr");
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verify_hipsparse_status_invalid_handle(hipsparseXcsrilu02_analysis(
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(hipsparseHandle_t) nullptr, m, nnz, descr, dval, dptr, dcol, info, policy, dbuffer));
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02(handle, m, nnz, descr, dval, (int*)nullptr, dcol, info, policy, dbuffer),
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"Error: dptr is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02(handle, m, nnz, descr, dval, dptr, (int*)nullptr, info, policy, dbuffer),
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"Error: dcol is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02(handle, m, nnz, descr, (T*)nullptr, dptr, dcol, info, policy, dbuffer),
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"Error: dval is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02(handle, m, nnz, descr, dval, dptr, dcol, info, policy, (void*)nullptr),
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"Error: dbuffer is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02(
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handle, m, nnz, (hipsparseMatDescr_t) nullptr, dval, dptr, dcol, info, policy, dbuffer),
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"Error: descr is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02(
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handle, m, nnz, descr, dval, dptr, dcol, (csrilu02Info_t) nullptr, policy, dbuffer),
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"Error: info is nullptr");
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verify_hipsparse_status_invalid_handle(hipsparseXcsrilu02(
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(hipsparseHandle_t) nullptr, m, nnz, descr, dval, dptr, dcol, info, policy, dbuffer));
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_zeroPivot(handle, info, (int*)nullptr), "Error: position is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrilu02_zeroPivot(handle, (csrilu02Info_t) nullptr, &position),
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"Error: info is nullptr");
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verify_hipsparse_status_invalid_handle(
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hipsparseXcsrilu02_zeroPivot((hipsparseHandle_t) nullptr, info, &position));
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#endif
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}
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template <typename T>
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void testing_csrilu02(Arguments argus)
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{
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#if(!defined(CUDART_VERSION) || CUDART_VERSION < 13000)
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int m = argus.M;
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int boost = argus.numericboost;
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double boost_tol = argus.boosttol;
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T boost_val = make_DataType<T>(argus.boostval, argus.boostvali);
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hipsparseIndexBase_t idx_base = argus.baseA;
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hipsparseSolvePolicy_t policy = argus.solve_policy;
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std::string filename = argus.filename;
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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(new descr_struct);
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hipsparseMatDescr_t descr = unique_ptr_descr->descr;
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std::unique_ptr<csrilu02_struct> unique_ptr_csrilu02(new csrilu02_struct);
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csrilu02Info_t info = unique_ptr_csrilu02->info;
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// Set matrix index base
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CHECK_HIPSPARSE_ERROR(hipsparseSetMatIndexBase(descr, idx_base));
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srand(12345ULL);
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// Host structures
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std::vector<int> hcsr_row_ptr;
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std::vector<int> hcsr_col_ind;
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std::vector<T> hcsr_val;
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// Read or construct CSR matrix
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int nnz = 0;
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CHECK_GENERATE_MATRIX_ERROR(
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generate_csr_matrix(filename, m, m, nnz, hcsr_row_ptr, hcsr_col_ind, hcsr_val, idx_base));
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std::vector<T> hcsr_val_orig(hcsr_val);
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// Allocate memory on device
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auto dptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (m + 1)), device_free};
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auto dcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * nnz), device_free};
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auto dval1_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * nnz), device_free};
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auto dval2_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * nnz), device_free};
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auto d_position_managed = hipsparse_unique_ptr{device_malloc(sizeof(int)), device_free};
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auto boost_tol_managed = hipsparse_unique_ptr{device_malloc(sizeof(double)), device_free};
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auto boost_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T)), device_free};
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int* dptr = (int*)dptr_managed.get();
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int* dcol = (int*)dcol_managed.get();
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T* dval1 = (T*)dval1_managed.get();
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T* dval2 = (T*)dval2_managed.get();
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int* d_position = (int*)d_position_managed.get();
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double* dboost_tol = (double*)boost_tol_managed.get();
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T* dboost_val = (T*)boost_val_managed.get();
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// copy data from CPU to device
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CHECK_HIP_ERROR(
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hipMemcpy(dptr, hcsr_row_ptr.data(), sizeof(int) * (m + 1), hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(hipMemcpy(dcol, hcsr_col_ind.data(), sizeof(int) * nnz, hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(hipMemcpy(dval1, hcsr_val.data(), sizeof(T) * nnz, hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(hipMemcpy(dval2, hcsr_val.data(), sizeof(T) * nnz, hipMemcpyHostToDevice));
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// Obtain csrilu02 buffer size
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int bufferSize;
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CHECK_HIPSPARSE_ERROR(
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hipsparseXcsrilu02_bufferSize(handle, m, nnz, descr, dval1, dptr, dcol, info, &bufferSize));
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// Allocate buffer on the device
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auto dbuffer_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(char) * bufferSize), device_free};
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void* dbuffer = (void*)dbuffer_managed.get();
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if(argus.unit_check)
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{
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CHECK_HIP_ERROR(hipMemcpy(dboost_tol, &boost_tol, sizeof(double), hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(hipMemcpy(dboost_val, &boost_val, sizeof(T), hipMemcpyHostToDevice));
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// Pointer mode host
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CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST));
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CHECK_HIPSPARSE_ERROR(hipsparseXcsrilu02_analysis(
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handle, m, nnz, descr, dval1, dptr, dcol, info, policy, dbuffer));
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CHECK_HIPSPARSE_ERROR(
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hipsparseXcsrilu02_numericBoost(handle, info, boost, &boost_tol, &boost_val));
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CHECK_HIPSPARSE_ERROR(
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hipsparseXcsrilu02(handle, m, nnz, descr, dval1, dptr, dcol, info, policy, dbuffer));
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int hposition_1;
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hipsparseStatus_t pivot_status_1;
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pivot_status_1 = hipsparseXcsrilu02_zeroPivot(handle, info, &hposition_1);
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// Pointer mode device
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CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_DEVICE));
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CHECK_HIPSPARSE_ERROR(hipsparseXcsrilu02_analysis(
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handle, m, nnz, descr, dval2, dptr, dcol, info, policy, dbuffer));
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CHECK_HIPSPARSE_ERROR(
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hipsparseXcsrilu02_numericBoost(handle, info, boost, dboost_tol, dboost_val));
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CHECK_HIPSPARSE_ERROR(
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hipsparseXcsrilu02(handle, m, nnz, descr, dval2, dptr, dcol, info, policy, dbuffer));
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int hposition_2;
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hipsparseStatus_t pivot_status_2;
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pivot_status_2 = hipsparseXcsrilu02_zeroPivot(handle, info, d_position);
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CHECK_HIP_ERROR(hipMemcpy(&hposition_2, d_position, sizeof(int), hipMemcpyDeviceToHost));
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// Copy output from device to CPU
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std::vector<T> result1(nnz);
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std::vector<T> result2(nnz);
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CHECK_HIP_ERROR(hipMemcpy(result1.data(), dval1, sizeof(T) * nnz, hipMemcpyDeviceToHost));
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CHECK_HIP_ERROR(hipMemcpy(result2.data(), dval2, sizeof(T) * nnz, hipMemcpyDeviceToHost));
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// Host csrilu02
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int position_gold = host_csrilu0(m,
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hcsr_row_ptr.data(),
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hcsr_col_ind.data(),
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hcsr_val.data(),
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idx_base,
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boost,
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boost_tol,
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boost_val);
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unit_check_general(1, 1, 1, &position_gold, &hposition_1);
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unit_check_general(1, 1, 1, &position_gold, &hposition_2);
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if(hposition_1 != -1)
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{
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verify_hipsparse_status_zero_pivot(pivot_status_1,
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"expected HIPSPARSE_STATUS_ZERO_PIVOT");
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return;
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}
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if(hposition_2 != -1)
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{
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verify_hipsparse_status_zero_pivot(pivot_status_2,
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"expected HIPSPARSE_STATUS_ZERO_PIVOT");
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return;
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}
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#if defined(__HIP_PLATFORM_AMD__)
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unit_check_general(1, nnz, 1, hcsr_val.data(), result1.data());
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unit_check_general(1, nnz, 1, hcsr_val.data(), result2.data());
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#elif defined(__HIP_PLATFORM_NVIDIA__)
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// do weaker check for cusparse
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unit_check_near(1, nnz, 1, hcsr_val.data(), result1.data());
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unit_check_near(1, nnz, 1, hcsr_val.data(), result2.data());
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#endif
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}
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if(argus.timing)
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{
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int number_cold_calls = 2;
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int number_hot_calls = argus.iters;
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CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST));
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// Warm up
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for(int iter = 0; iter < number_cold_calls; ++iter)
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{
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CHECK_HIP_ERROR(
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hipMemcpy(dval1, hcsr_val_orig.data(), sizeof(T) * nnz, hipMemcpyHostToDevice));
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CHECK_HIPSPARSE_ERROR(hipsparseXcsrilu02(
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handle, m, nnz, descr, dval1, dptr, dcol, info, policy, dbuffer));
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}
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double gpu_time_used = 0;
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|
|
|
// Performance run
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|
for(int iter = 0; iter < number_hot_calls; ++iter)
|
|
{
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dval1, hcsr_val_orig.data(), sizeof(T) * nnz, hipMemcpyHostToDevice));
|
|
|
|
double temp = get_time_us();
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXcsrilu02(
|
|
handle, m, nnz, descr, dval1, dptr, dcol, info, policy, dbuffer));
|
|
gpu_time_used += (get_time_us() - temp);
|
|
}
|
|
|
|
gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls;
|
|
|
|
double gbyte_count = csrilu0_gbyte_count<T>(m, nnz);
|
|
double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count);
|
|
|
|
display_timing_info(display_key_t::M,
|
|
m,
|
|
display_key_t::nnz,
|
|
nnz,
|
|
display_key_t::solve_policy,
|
|
hipsparse_solvepolicy2string(policy),
|
|
display_key_t::bandwidth,
|
|
gpu_gbyte,
|
|
display_key_t::time_ms,
|
|
get_gpu_time_msec(gpu_time_used));
|
|
}
|
|
#endif
|
|
}
|
|
|
|
#endif // TESTING_CSRILU0_HPP
|