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1144 lines
50 KiB
C++
1144 lines
50 KiB
C++
/* ************************************************************************
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* Copyright (C) 2019-2026 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_CSRGEMM2_B_HPP
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#define TESTING_CSRGEMM2_B_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 <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_csrgemm2_b_bad_arg(const Arguments& argus)
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{
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#if(!defined(CUDART_VERSION))
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int M = 1;
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int N = 1;
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int nnz_D = 1;
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int safe_size = 1;
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T beta = make_DataType<T>(1.0);
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hipsparseStatus_t status;
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size_t size;
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int nnz_C;
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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_C(new descr_struct);
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hipsparseMatDescr_t descr_C = unique_ptr_descr_C->descr;
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std::unique_ptr<descr_struct> unique_ptr_descr_D(new descr_struct);
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hipsparseMatDescr_t descr_D = unique_ptr_descr_D->descr;
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std::unique_ptr<csrgemm2_struct> unique_ptr_csrgemm2(new csrgemm2_struct);
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csrgemm2Info_t info = unique_ptr_csrgemm2->info;
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auto dDptr_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * (safe_size + 1)), device_free};
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auto dDcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto dDval_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
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auto dCptr_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * (safe_size + 1)), device_free};
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auto dCcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto dCval_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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int* dDptr = (int*)dDptr_managed.get();
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int* dDcol = (int*)dDcol_managed.get();
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T* dDval = (T*)dDval_managed.get();
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int* dCptr = (int*)dCptr_managed.get();
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int* dCcol = (int*)dCcol_managed.get();
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T* dCval = (T*)dCval_managed.get();
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void* dbuffer = (void*)dbuffer_managed.get();
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std::vector<int> hcsr_row_ptr_C(M + 1);
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hcsr_row_ptr_C[0] = 0;
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hcsr_row_ptr_C[1] = 1;
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CHECK_HIP_ERROR(
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hipMemcpy(dCptr, hcsr_row_ptr_C.data(), sizeof(int) * (M + 1), hipMemcpyHostToDevice));
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// Scenario: alpha == 0 and beta != 0
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// testing hipsparseXcsrgemm2_bufferSizeExt
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// testing for(nullptr == handle)
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{
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status = hipsparseXcsrgemm2_bufferSizeExt(nullptr,
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M,
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N,
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0,
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(T*)nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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&beta,
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descr_D,
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nnz_D,
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dDptr,
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dDcol,
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info,
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&size);
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verify_hipsparse_status_invalid_handle(status);
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}
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// testing for(nullptr == beta)
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{
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status = hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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0,
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(T*)nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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(T*)nullptr,
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descr_D,
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nnz_D,
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dDptr,
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dDcol,
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info,
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&size);
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verify_hipsparse_status_invalid_pointer(status, "Error: beta is nullptr");
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}
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// testing for(nullptr == descr_D)
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{
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status = hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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0,
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(T*)nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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&beta,
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nullptr,
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nnz_D,
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dDptr,
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dDcol,
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info,
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&size);
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verify_hipsparse_status_invalid_pointer(status, "Error: descr_D is nullptr");
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}
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// testing for(nullptr == dDptr)
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{
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status = hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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0,
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(T*)nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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&beta,
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descr_D,
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nnz_D,
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nullptr,
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dDcol,
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info,
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&size);
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verify_hipsparse_status_invalid_pointer(status, "Error: dDptr is nullptr");
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}
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// testing for(nullptr == dDcol)
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{
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status = hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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0,
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(T*)nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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&beta,
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descr_D,
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nnz_D,
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dDptr,
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nullptr,
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info,
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&size);
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verify_hipsparse_status_invalid_pointer(status, "Error: dDcol is nullptr");
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}
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// testing for(nullptr == info)
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{
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status = hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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0,
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(T*)nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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&beta,
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descr_D,
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nnz_D,
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dDptr,
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dDcol,
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nullptr,
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&size);
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verify_hipsparse_status_invalid_pointer(status, "Error: info is nullptr");
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}
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// testing for(nullptr == size)
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{
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status = hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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0,
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(T*)nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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&beta,
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descr_D,
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nnz_D,
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dDptr,
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dDcol,
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info,
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nullptr);
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verify_hipsparse_status_invalid_pointer(status, "Error: size is nullptr");
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}
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// testing hipsparseXcsrgemm2Nnz
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// testing for(nullptr == handle)
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{
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status = hipsparseXcsrgemm2Nnz(nullptr,
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M,
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N,
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0,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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descr_D,
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nnz_D,
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dDptr,
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dDcol,
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descr_C,
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dCptr,
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&nnz_C,
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info,
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dbuffer);
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verify_hipsparse_status_invalid_handle(status);
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}
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// testing for(nullptr == descr_D)
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{
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status = hipsparseXcsrgemm2Nnz(handle,
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M,
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N,
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0,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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nnz_D,
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dDptr,
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dDcol,
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descr_C,
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dCptr,
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&nnz_C,
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info,
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dbuffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: descr_D is nullptr");
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}
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// testing for(nullptr == dDptr)
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{
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status = hipsparseXcsrgemm2Nnz(handle,
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M,
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N,
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0,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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descr_D,
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nnz_D,
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nullptr,
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dDcol,
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descr_C,
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dCptr,
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&nnz_C,
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info,
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dbuffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: dDptr is nullptr");
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}
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// testing for(nullptr == dDcol)
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{
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status = hipsparseXcsrgemm2Nnz(handle,
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M,
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N,
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0,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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descr_D,
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nnz_D,
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dDptr,
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nullptr,
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descr_C,
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dCptr,
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&nnz_C,
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info,
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dbuffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: dDcol is nullptr");
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}
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// testing for(nullptr == descr_C)
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{
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status = hipsparseXcsrgemm2Nnz(handle,
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M,
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N,
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0,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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descr_D,
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nnz_D,
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dDptr,
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dDcol,
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nullptr,
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dCptr,
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&nnz_C,
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info,
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dbuffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: descr_C is nullptr");
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}
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// testing for(nullptr == dCptr)
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{
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status = hipsparseXcsrgemm2Nnz(handle,
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M,
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N,
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0,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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descr_D,
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nnz_D,
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dDptr,
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dDcol,
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descr_C,
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nullptr,
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&nnz_C,
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info,
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dbuffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: dCptr is nullptr");
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}
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// testing for(nullptr == nnz_C)
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{
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status = hipsparseXcsrgemm2Nnz(handle,
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M,
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N,
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0,
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nullptr,
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0,
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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descr_D,
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nnz_D,
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dDptr,
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dDcol,
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descr_C,
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dCptr,
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nullptr,
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info,
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dbuffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: nnz_C is nullptr");
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}
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// testing for(nullptr == info)
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{
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status = hipsparseXcsrgemm2Nnz(handle,
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M,
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N,
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0,
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nullptr,
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0,
|
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nullptr,
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nullptr,
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nullptr,
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0,
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nullptr,
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nullptr,
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descr_D,
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nnz_D,
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dDptr,
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dDcol,
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descr_C,
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dCptr,
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&nnz_C,
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nullptr,
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dbuffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: info is nullptr");
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}
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|
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// testing hipsparseXcsrgemm2
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// testing for(nullptr == handle)
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{
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status = hipsparseXcsrgemm2(nullptr,
|
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M,
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|
N,
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|
0,
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|
(T*)nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
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|
&beta,
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descr_D,
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nnz_D,
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dDval,
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dDptr,
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|
dDcol,
|
|
descr_C,
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|
dCval,
|
|
dCptr,
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|
dCcol,
|
|
info,
|
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dbuffer);
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verify_hipsparse_status_invalid_handle(status);
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}
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// testing for(nullptr == beta)
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{
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status = hipsparseXcsrgemm2(handle,
|
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M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
(T*)nullptr,
|
|
descr_D,
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|
nnz_D,
|
|
dDval,
|
|
dDptr,
|
|
dDcol,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer);
|
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verify_hipsparse_status_invalid_pointer(status, "Error: beta is nullptr");
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}
|
|
// testing for(nullptr == descr_D)
|
|
{
|
|
status = hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
&beta,
|
|
nullptr,
|
|
nnz_D,
|
|
dDval,
|
|
dDptr,
|
|
dDcol,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: descr_D is nullptr");
|
|
}
|
|
// testing for(nullptr == dDval)
|
|
{
|
|
status = hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
&beta,
|
|
descr_D,
|
|
nnz_D,
|
|
(T*)nullptr,
|
|
dDptr,
|
|
dDcol,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: dDval is nullptr");
|
|
}
|
|
// testing for(nullptr == dDptr)
|
|
{
|
|
status = hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
&beta,
|
|
descr_D,
|
|
nnz_D,
|
|
dDval,
|
|
nullptr,
|
|
dDcol,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: dDptr is nullptr");
|
|
}
|
|
// testing for(nullptr == dDcol)
|
|
{
|
|
status = hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
&beta,
|
|
descr_D,
|
|
nnz_D,
|
|
dDval,
|
|
dDptr,
|
|
nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: dDcol is nullptr");
|
|
}
|
|
// testing for(nullptr == descr_C)
|
|
{
|
|
status = hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
&beta,
|
|
descr_D,
|
|
nnz_D,
|
|
dDval,
|
|
dDptr,
|
|
dDcol,
|
|
nullptr,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: descr_C is nullptr");
|
|
}
|
|
// testing for(nullptr == dCval)
|
|
{
|
|
status = hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
&beta,
|
|
descr_D,
|
|
nnz_D,
|
|
dDval,
|
|
dDptr,
|
|
dDcol,
|
|
descr_C,
|
|
(T*)nullptr,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: dCval is nullptr");
|
|
}
|
|
// testing for(nullptr == dCptr)
|
|
{
|
|
status = hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
&beta,
|
|
descr_D,
|
|
nnz_D,
|
|
dDval,
|
|
dDptr,
|
|
dDcol,
|
|
descr_C,
|
|
dCval,
|
|
nullptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: dCptr is nullptr");
|
|
}
|
|
// testing for(nullptr == dCcol)
|
|
{
|
|
status = hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
&beta,
|
|
descr_D,
|
|
nnz_D,
|
|
dDval,
|
|
dDptr,
|
|
dDcol,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
nullptr,
|
|
info,
|
|
dbuffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: dCcol is nullptr");
|
|
}
|
|
// testing for(nullptr == info)
|
|
{
|
|
status = hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
&beta,
|
|
descr_D,
|
|
nnz_D,
|
|
dDval,
|
|
dDptr,
|
|
dDcol,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
nullptr,
|
|
dbuffer);
|
|
verify_hipsparse_status_invalid_pointer(status, "Error: info is nullptr");
|
|
}
|
|
#endif
|
|
}
|
|
|
|
template <typename T>
|
|
void testing_csrgemm2_b(Arguments argus)
|
|
{
|
|
#if(!defined(CUDART_VERSION) || CUDART_VERSION < 12000)
|
|
int M = argus.M;
|
|
int N = argus.N;
|
|
hipsparseIndexBase_t idx_base_C = argus.baseC;
|
|
hipsparseIndexBase_t idx_base_D = argus.baseD;
|
|
std::string filename = argus.filename;
|
|
T beta = argus.get_beta<T>();
|
|
|
|
T* h_beta = β
|
|
|
|
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_B(new descr_struct);
|
|
hipsparseMatDescr_t descr_B = unique_ptr_descr_B->descr;
|
|
|
|
std::unique_ptr<descr_struct> unique_ptr_descr_C(new descr_struct);
|
|
hipsparseMatDescr_t descr_C = unique_ptr_descr_C->descr;
|
|
|
|
std::unique_ptr<descr_struct> unique_ptr_descr_D(new descr_struct);
|
|
hipsparseMatDescr_t descr_D = unique_ptr_descr_D->descr;
|
|
|
|
std::unique_ptr<csrgemm2_struct> unique_ptr_csrgemm2(new csrgemm2_struct);
|
|
csrgemm2Info_t info = unique_ptr_csrgemm2->info;
|
|
|
|
// Set matrix index base
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetMatIndexBase(descr_C, idx_base_C));
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetMatIndexBase(descr_D, idx_base_D));
|
|
|
|
srand(12345ULL);
|
|
|
|
// Host structures
|
|
std::vector<int> hcsr_row_ptr_D;
|
|
std::vector<int> hcsr_col_ind_D;
|
|
std::vector<T> hcsr_val_D;
|
|
|
|
// Read or construct CSR matrix
|
|
int nnz_D = 0;
|
|
CHECK_GENERATE_MATRIX_ERROR(generate_csr_matrix(
|
|
filename, M, N, nnz_D, hcsr_row_ptr_D, hcsr_col_ind_D, hcsr_val_D, idx_base_D));
|
|
|
|
std::vector<int> hcsr_row_ptr_A;
|
|
std::vector<int> hcsr_col_ind_A;
|
|
std::vector<T> hcsr_val_A;
|
|
std::vector<int> hcsr_row_ptr_B;
|
|
std::vector<int> hcsr_col_ind_B;
|
|
std::vector<T> hcsr_val_B;
|
|
|
|
// Allocate memory on device
|
|
int one = 1;
|
|
int safe_nnz_D = std::max(nnz_D, one);
|
|
|
|
auto dDptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (M + 1)), device_free};
|
|
auto dDcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_nnz_D), device_free};
|
|
auto dDval_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_nnz_D), device_free};
|
|
auto dCptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (M + 1)), device_free};
|
|
auto dbeta_managed = hipsparse_unique_ptr{device_malloc(sizeof(T)), device_free};
|
|
|
|
int* dDptr = (int*)dDptr_managed.get();
|
|
int* dDcol = (int*)dDcol_managed.get();
|
|
T* dDval = (T*)dDval_managed.get();
|
|
int* dCptr = (int*)dCptr_managed.get();
|
|
T* dbeta = (T*)dbeta_managed.get();
|
|
|
|
// copy data from CPU to device
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dDptr, hcsr_row_ptr_D.data(), sizeof(int) * (M + 1), hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dDcol, hcsr_col_ind_D.data(), sizeof(int) * nnz_D, hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(hipMemcpy(dDval, hcsr_val_D.data(), sizeof(T) * nnz_D, hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(hipMemcpy(dbeta, h_beta, sizeof(T), hipMemcpyHostToDevice));
|
|
|
|
// Obtain csrgemm2 buffer size
|
|
size_t bufferSize;
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST));
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXcsrgemm2_bufferSizeExt(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
descr_A,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_B,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
h_beta,
|
|
descr_D,
|
|
nnz_D,
|
|
dDptr,
|
|
dDcol,
|
|
info,
|
|
&bufferSize));
|
|
|
|
// Allocate buffer on the device
|
|
auto dbuffer_managed
|
|
= hipsparse_unique_ptr{device_malloc(sizeof(char) * bufferSize), device_free};
|
|
|
|
void* dbuffer = (void*)dbuffer_managed.get();
|
|
|
|
// csrgemm2 nnz
|
|
|
|
// hipsparse pointer mode host
|
|
int hnnz_C_1;
|
|
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST));
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXcsrgemm2Nnz(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
descr_A,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_B,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_D,
|
|
nnz_D,
|
|
dDptr,
|
|
dDcol,
|
|
descr_C,
|
|
dCptr,
|
|
&hnnz_C_1,
|
|
info,
|
|
dbuffer));
|
|
|
|
// Allocate result matrix
|
|
int safe_nnz_C = std::max(hnnz_C_1, one);
|
|
|
|
auto dCcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_nnz_C), device_free};
|
|
auto dCval_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_nnz_C), device_free};
|
|
|
|
int* dCcol = (int*)dCcol_managed.get();
|
|
T* dCval = (T*)dCval_managed.get();
|
|
|
|
if(argus.unit_check)
|
|
{
|
|
// hipsparse pointer mode device
|
|
auto dnnz_C_managed = hipsparse_unique_ptr{device_malloc(sizeof(int)), device_free};
|
|
int* dnnz_C = (int*)dnnz_C_managed.get();
|
|
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_DEVICE));
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXcsrgemm2Nnz(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
descr_A,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_B,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_D,
|
|
nnz_D,
|
|
dDptr,
|
|
dDcol,
|
|
descr_C,
|
|
dCptr,
|
|
dnnz_C,
|
|
info,
|
|
dbuffer));
|
|
|
|
// Compute csrgemm host solution
|
|
std::vector<int> hcsr_row_ptr_C_gold(M + 1);
|
|
|
|
double cpu_time_used = get_time_us();
|
|
|
|
int nnz_C_gold = host_csrgemm2_nnz(M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
hcsr_row_ptr_A.data(),
|
|
hcsr_col_ind_A.data(),
|
|
hcsr_row_ptr_B.data(),
|
|
hcsr_col_ind_B.data(),
|
|
h_beta,
|
|
hcsr_row_ptr_D.data(),
|
|
hcsr_col_ind_D.data(),
|
|
hcsr_row_ptr_C_gold.data(),
|
|
HIPSPARSE_INDEX_BASE_ZERO,
|
|
HIPSPARSE_INDEX_BASE_ZERO,
|
|
idx_base_C,
|
|
idx_base_D);
|
|
|
|
// If nnz_C == 0, we are done
|
|
if(nnz_C_gold == 0)
|
|
{
|
|
return;
|
|
}
|
|
|
|
std::vector<int> hcsr_col_ind_C_gold(nnz_C_gold);
|
|
std::vector<T> hcsr_val_C_gold(nnz_C_gold);
|
|
|
|
host_csrgemm2(M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
hcsr_row_ptr_A.data(),
|
|
hcsr_col_ind_A.data(),
|
|
hcsr_val_A.data(),
|
|
hcsr_row_ptr_B.data(),
|
|
hcsr_col_ind_B.data(),
|
|
hcsr_val_B.data(),
|
|
h_beta,
|
|
hcsr_row_ptr_D.data(),
|
|
hcsr_col_ind_D.data(),
|
|
hcsr_val_D.data(),
|
|
hcsr_row_ptr_C_gold.data(),
|
|
hcsr_col_ind_C_gold.data(),
|
|
hcsr_val_C_gold.data(),
|
|
HIPSPARSE_INDEX_BASE_ZERO,
|
|
HIPSPARSE_INDEX_BASE_ZERO,
|
|
idx_base_C,
|
|
idx_base_D);
|
|
|
|
cpu_time_used = get_time_us() - cpu_time_used;
|
|
|
|
// Copy output from device to CPU
|
|
int hnnz_C_2;
|
|
CHECK_HIP_ERROR(hipMemcpy(&hnnz_C_2, dnnz_C, sizeof(int), hipMemcpyDeviceToHost));
|
|
|
|
// Check nnz of C
|
|
unit_check_general(1, 1, 1, &nnz_C_gold, &hnnz_C_1);
|
|
unit_check_general(1, 1, 1, &nnz_C_gold, &hnnz_C_2);
|
|
|
|
// Compute csrgemm2
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_HOST));
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
descr_A,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
descr_B,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
h_beta,
|
|
descr_D,
|
|
nnz_D,
|
|
dDval,
|
|
dDptr,
|
|
dDcol,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer));
|
|
|
|
// Copy output from device to CPU
|
|
std::vector<int> hcsr_row_ptr_C(M + 1);
|
|
std::vector<int> hcsr_col_ind_C(nnz_C_gold);
|
|
std::vector<T> hcsr_val_C_1(nnz_C_gold);
|
|
std::vector<T> hcsr_val_C_2(nnz_C_gold);
|
|
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(hcsr_row_ptr_C.data(), dCptr, sizeof(int) * (M + 1), hipMemcpyDeviceToHost));
|
|
CHECK_HIP_ERROR(hipMemcpy(
|
|
hcsr_col_ind_C.data(), dCcol, sizeof(int) * nnz_C_gold, hipMemcpyDeviceToHost));
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(hcsr_val_C_1.data(), dCval, sizeof(T) * nnz_C_gold, hipMemcpyDeviceToHost));
|
|
|
|
CHECK_HIP_ERROR(hipMemset(dCval, 0, sizeof(T) * nnz_C_gold));
|
|
|
|
// Check structure and entries of C
|
|
unit_check_general(1, M + 1, 1, hcsr_row_ptr_C_gold.data(), hcsr_row_ptr_C.data());
|
|
unit_check_general(1, nnz_C_gold, 1, hcsr_col_ind_C_gold.data(), hcsr_col_ind_C.data());
|
|
unit_check_near(1, nnz_C_gold, 1, hcsr_val_C_gold.data(), hcsr_val_C_1.data());
|
|
|
|
#ifdef __HIP_PLATFORM_AMD__
|
|
// Device pointer mode
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetPointerMode(handle, HIPSPARSE_POINTER_MODE_DEVICE));
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
0,
|
|
(T*)nullptr,
|
|
descr_A,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
descr_B,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
dbeta,
|
|
descr_D,
|
|
nnz_D,
|
|
dDval,
|
|
dDptr,
|
|
dDcol,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer));
|
|
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(hcsr_val_C_2.data(), dCval, sizeof(T) * nnz_C_gold, hipMemcpyDeviceToHost));
|
|
|
|
// Check device pointer results
|
|
unit_check_near(1, nnz_C_gold, 1, hcsr_val_C_gold.data(), hcsr_val_C_2.data());
|
|
#endif
|
|
}
|
|
#endif
|
|
}
|
|
|
|
#endif // TESTING_CSRGEMM2_B_HPP
|