derek.holloway
7502bf64a4
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1407 lines
82 KiB
C++
1407 lines
82 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_A_HPP
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#define TESTING_CSRGEMM2_A_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_a_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 K = 1;
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int nnz_A = 1;
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int nnz_B = 1;
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int safe_size = 1;
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T alpha = make_DataType<T>(1.0);
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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_A(new descr_struct);
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hipsparseMatDescr_t descr_A = unique_ptr_descr_A->descr;
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std::unique_ptr<descr_struct> unique_ptr_descr_B(new descr_struct);
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hipsparseMatDescr_t descr_B = unique_ptr_descr_B->descr;
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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<csrgemm2_struct> unique_ptr_csrgemm2(new csrgemm2_struct);
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csrgemm2Info_t info = unique_ptr_csrgemm2->info;
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auto dAptr_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * (safe_size + 1)), device_free};
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auto dAcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto dAval_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
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auto dBptr_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * (safe_size + 1)), device_free};
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auto dBcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto dBval_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* dAptr = (int*)dAptr_managed.get();
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int* dAcol = (int*)dAcol_managed.get();
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T* dAval = (T*)dAval_managed.get();
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int* dBptr = (int*)dBptr_managed.get();
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int* dBcol = (int*)dBcol_managed.get();
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T* dBval = (T*)dBval_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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verify_hipsparse_status_invalid_handle(
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hipsparseXcsrgemm2_bufferSizeExt((hipsparseHandle_t) nullptr,
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M,
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N,
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K,
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&alpha,
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descr_A,
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nnz_A,
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dAptr,
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dAcol,
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descr_B,
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nnz_B,
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dBptr,
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dBcol,
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(T*)nullptr,
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(hipsparseMatDescr_t) nullptr,
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0,
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(int*)nullptr,
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(int*)nullptr,
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info,
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&size));
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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K,
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(T*)nullptr,
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descr_A,
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nnz_A,
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dAptr,
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dAcol,
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descr_B,
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nnz_B,
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dBptr,
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dBcol,
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(T*)nullptr,
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(hipsparseMatDescr_t) nullptr,
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0,
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(int*)nullptr,
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(int*)nullptr,
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info,
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&size),
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"Error: alpha is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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K,
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&alpha,
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(hipsparseMatDescr_t) nullptr,
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nnz_A,
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dAptr,
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dAcol,
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descr_B,
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nnz_B,
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dBptr,
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dBcol,
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(T*)nullptr,
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(hipsparseMatDescr_t) nullptr,
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0,
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(int*)nullptr,
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(int*)nullptr,
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info,
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&size),
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"Error: descr_A is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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K,
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&alpha,
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descr_A,
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nnz_A,
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(int*)nullptr,
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dAcol,
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descr_B,
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nnz_B,
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dBptr,
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dBcol,
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(T*)nullptr,
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(hipsparseMatDescr_t) nullptr,
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0,
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(int*)nullptr,
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(int*)nullptr,
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info,
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&size),
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"Error: dAptr is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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K,
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&alpha,
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descr_A,
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nnz_A,
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dAptr,
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(int*)nullptr,
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descr_B,
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nnz_B,
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dBptr,
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dBcol,
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(T*)nullptr,
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(hipsparseMatDescr_t) nullptr,
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0,
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(int*)nullptr,
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(int*)nullptr,
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info,
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&size),
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"Error: dAcol is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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K,
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&alpha,
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descr_A,
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nnz_A,
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dAptr,
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dAcol,
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(hipsparseMatDescr_t) nullptr,
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nnz_B,
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dBptr,
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dBcol,
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(T*)nullptr,
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(hipsparseMatDescr_t) nullptr,
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0,
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(int*)nullptr,
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(int*)nullptr,
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info,
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&size),
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"Error: descr_B is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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K,
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&alpha,
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descr_A,
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nnz_A,
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dAptr,
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dAcol,
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descr_B,
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nnz_B,
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(int*)nullptr,
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dBcol,
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(T*)nullptr,
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(hipsparseMatDescr_t) nullptr,
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0,
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(int*)nullptr,
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(int*)nullptr,
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info,
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&size),
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"Error: dBptr is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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K,
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&alpha,
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descr_A,
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nnz_A,
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dAptr,
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dAcol,
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descr_B,
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nnz_B,
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dBptr,
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(int*)nullptr,
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(T*)nullptr,
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(hipsparseMatDescr_t) nullptr,
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0,
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(int*)nullptr,
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(int*)nullptr,
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info,
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&size),
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"Error: dBcol is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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N,
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K,
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|
&alpha,
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descr_A,
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nnz_A,
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dAptr,
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dAcol,
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|
descr_B,
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nnz_B,
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|
dBptr,
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|
dBcol,
|
|
(T*)nullptr,
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(hipsparseMatDescr_t) nullptr,
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0,
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|
(int*)nullptr,
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(int*)nullptr,
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(csrgemm2Info_t) nullptr,
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&size),
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"Error: info is nullptr");
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verify_hipsparse_status_invalid_pointer(
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hipsparseXcsrgemm2_bufferSizeExt(handle,
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M,
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|
N,
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|
K,
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|
&alpha,
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|
descr_A,
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nnz_A,
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|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
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|
(int*)nullptr,
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(int*)nullptr,
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info,
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(size_t*)nullptr),
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"Error: size is nullptr");
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verify_hipsparse_status_invalid_handle(hipsparseXcsrgemm2Nnz((hipsparseHandle_t) nullptr,
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M,
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N,
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|
K,
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|
descr_A,
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|
nnz_A,
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|
dAptr,
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dAcol,
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|
descr_B,
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nnz_B,
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|
dBptr,
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dBcol,
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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_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(hipsparseXcsrgemm2Nnz(handle,
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M,
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|
N,
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|
K,
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(hipsparseMatDescr_t) nullptr,
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nnz_A,
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|
dAptr,
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|
dAcol,
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descr_B,
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nnz_B,
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|
dBptr,
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|
dBcol,
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|
nullptr,
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|
0,
|
|
nullptr,
|
|
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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"Error: descr_A is nullptr");
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verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2Nnz(handle,
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M,
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|
N,
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|
K,
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|
descr_A,
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nnz_A,
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|
(int*)nullptr,
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|
dAcol,
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|
descr_B,
|
|
nnz_B,
|
|
dBptr,
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|
dBcol,
|
|
nullptr,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
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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"Error: dAptr is nullptr");
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verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2Nnz(handle,
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M,
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|
N,
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|
K,
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|
descr_A,
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|
nnz_A,
|
|
dAptr,
|
|
(int*)nullptr,
|
|
descr_B,
|
|
nnz_B,
|
|
dBptr,
|
|
dBcol,
|
|
nullptr,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_C,
|
|
dCptr,
|
|
&nnz_C,
|
|
info,
|
|
dbuffer),
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|
"Error: dAcol is nullptr");
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verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2Nnz(handle,
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M,
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|
N,
|
|
K,
|
|
descr_A,
|
|
nnz_A,
|
|
dAptr,
|
|
dAcol,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
nnz_B,
|
|
dBptr,
|
|
dBcol,
|
|
nullptr,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_C,
|
|
dCptr,
|
|
&nnz_C,
|
|
info,
|
|
dbuffer),
|
|
"Error: descr_B is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2Nnz(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
descr_A,
|
|
nnz_A,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
(int*)nullptr,
|
|
dBcol,
|
|
nullptr,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_C,
|
|
dCptr,
|
|
&nnz_C,
|
|
info,
|
|
dbuffer),
|
|
"Error: dBptr is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2Nnz(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
descr_A,
|
|
nnz_A,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBptr,
|
|
(int*)nullptr,
|
|
nullptr,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_C,
|
|
dCptr,
|
|
&nnz_C,
|
|
info,
|
|
dbuffer),
|
|
"Error: dBcol is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2Nnz(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
descr_A,
|
|
nnz_A,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBptr,
|
|
dBcol,
|
|
nullptr,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
dCptr,
|
|
&nnz_C,
|
|
info,
|
|
dbuffer),
|
|
"Error: descr_C is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2Nnz(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
descr_A,
|
|
nnz_A,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBptr,
|
|
dBcol,
|
|
nullptr,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_C,
|
|
(int*)nullptr,
|
|
&nnz_C,
|
|
info,
|
|
dbuffer),
|
|
"Error: dCptr is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2Nnz(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
descr_A,
|
|
nnz_A,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBptr,
|
|
dBcol,
|
|
nullptr,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_C,
|
|
dCptr,
|
|
(int*)nullptr,
|
|
info,
|
|
dbuffer),
|
|
"Error: nnz_C is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2Nnz(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
descr_A,
|
|
nnz_A,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBptr,
|
|
dBcol,
|
|
nullptr,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_C,
|
|
dCptr,
|
|
&nnz_C,
|
|
(csrgemm2Info_t) nullptr,
|
|
dbuffer),
|
|
"Error: info is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2Nnz(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
descr_A,
|
|
nnz_A,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBptr,
|
|
dBcol,
|
|
nullptr,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
descr_C,
|
|
dCptr,
|
|
&nnz_C,
|
|
info,
|
|
(void*)nullptr),
|
|
"Error: dbuffer is nullptr");
|
|
|
|
verify_hipsparse_status_invalid_handle(hipsparseXcsrgemm2((hipsparseHandle_t) nullptr,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer));
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
(T*)nullptr,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: alpha is nullptr");
|
|
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: descr_A is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
(T*)nullptr,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: dAval is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
(int*)nullptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: dAptr is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
(int*)nullptr,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: dAcol is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: descr_B is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
(T*)nullptr,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: dBval is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
(int*)nullptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: dBptr is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
(int*)nullptr,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: dBcol is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: descr_C is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
(T*)nullptr,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: dCval is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
(int*)nullptr,
|
|
dCcol,
|
|
info,
|
|
dbuffer),
|
|
"Error: dCptr is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
(int*)nullptr,
|
|
info,
|
|
dbuffer),
|
|
"Error: dCcol is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
(csrgemm2Info_t) nullptr,
|
|
dbuffer),
|
|
"Error: info is nullptr");
|
|
verify_hipsparse_status_invalid_pointer(hipsparseXcsrgemm2(handle,
|
|
M,
|
|
N,
|
|
K,
|
|
&alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
(hipsparseMatDescr_t) nullptr,
|
|
0,
|
|
(T*)nullptr,
|
|
(int*)nullptr,
|
|
(int*)nullptr,
|
|
descr_C,
|
|
dCval,
|
|
dCptr,
|
|
dCcol,
|
|
info,
|
|
(void*)nullptr),
|
|
"Error: dbuffer is nullptr");
|
|
#endif
|
|
}
|
|
|
|
template <typename T>
|
|
void testing_csrgemm2_a(Arguments argus)
|
|
{
|
|
#if(!defined(CUDART_VERSION) || CUDART_VERSION < 12000)
|
|
int M = argus.M;
|
|
int N = argus.N;
|
|
int K = argus.K;
|
|
hipsparseIndexBase_t idx_base_A = argus.baseA;
|
|
hipsparseIndexBase_t idx_base_B = argus.baseB;
|
|
hipsparseIndexBase_t idx_base_C = argus.baseC;
|
|
std::string filename = argus.filename;
|
|
T alpha = argus.get_alpha<T>();
|
|
|
|
T* h_alpha = α
|
|
|
|
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_A, idx_base_A));
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetMatIndexBase(descr_B, idx_base_B));
|
|
CHECK_HIPSPARSE_ERROR(hipsparseSetMatIndexBase(descr_C, idx_base_C));
|
|
|
|
srand(12345ULL);
|
|
|
|
// Host structures
|
|
std::vector<int> hcsr_row_ptr_A;
|
|
std::vector<int> hcsr_col_ind_A;
|
|
std::vector<T> hcsr_val_A;
|
|
|
|
// Read or construct CSR matrix
|
|
int nnz_A = 0;
|
|
CHECK_GENERATE_MATRIX_ERROR(generate_csr_matrix(
|
|
filename, M, K, nnz_A, hcsr_row_ptr_A, hcsr_col_ind_A, hcsr_val_A, idx_base_A));
|
|
|
|
std::vector<int> hcsr_row_ptr_B;
|
|
std::vector<int> hcsr_col_ind_B;
|
|
std::vector<T> hcsr_val_B;
|
|
std::vector<int> hcsr_row_ptr_D;
|
|
std::vector<int> hcsr_col_ind_D;
|
|
std::vector<T> hcsr_val_D;
|
|
|
|
// B = A^T so that we can compute the square of A
|
|
N = M;
|
|
int nnz_B = nnz_A;
|
|
|
|
hcsr_row_ptr_B.resize(K + 1, 0);
|
|
hcsr_col_ind_B.resize(nnz_B);
|
|
hcsr_val_B.resize(nnz_B);
|
|
|
|
// B = A^T
|
|
transpose_csr(M,
|
|
K,
|
|
nnz_A,
|
|
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(),
|
|
idx_base_A,
|
|
idx_base_B);
|
|
|
|
// Allocate memory on device
|
|
int one = 1;
|
|
int safe_K = std::max(K, one);
|
|
int safe_nnz_A = std::max(nnz_A, one);
|
|
int safe_nnz_B = std::max(nnz_B, one);
|
|
|
|
auto dAptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (M + 1)), device_free};
|
|
auto dAcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_nnz_A), device_free};
|
|
auto dAval_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_nnz_A), device_free};
|
|
auto dBptr_managed
|
|
= hipsparse_unique_ptr{device_malloc(sizeof(int) * (safe_K + 1)), device_free};
|
|
auto dBcol_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_nnz_B), device_free};
|
|
auto dBval_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_nnz_B), device_free};
|
|
auto dCptr_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * (M + 1)), device_free};
|
|
auto dalpha_managed = hipsparse_unique_ptr{device_malloc(sizeof(T)), device_free};
|
|
|
|
int* dAptr = (int*)dAptr_managed.get();
|
|
int* dAcol = (int*)dAcol_managed.get();
|
|
T* dAval = (T*)dAval_managed.get();
|
|
int* dBptr = (int*)dBptr_managed.get();
|
|
int* dBcol = (int*)dBcol_managed.get();
|
|
T* dBval = (T*)dBval_managed.get();
|
|
int* dCptr = (int*)dCptr_managed.get();
|
|
T* dalpha = (T*)dalpha_managed.get();
|
|
|
|
// copy data from CPU to device
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dAptr, hcsr_row_ptr_A.data(), sizeof(int) * (M + 1), hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dAcol, hcsr_col_ind_A.data(), sizeof(int) * nnz_A, hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(hipMemcpy(dAval, hcsr_val_A.data(), sizeof(T) * nnz_A, hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dBptr, hcsr_row_ptr_B.data(), sizeof(int) * (K + 1), hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dBcol, hcsr_col_ind_B.data(), sizeof(int) * nnz_B, hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(hipMemcpy(dBval, hcsr_val_B.data(), sizeof(T) * nnz_B, hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(hipMemcpy(dalpha, h_alpha, 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,
|
|
K,
|
|
h_alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
descr_D,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
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,
|
|
K,
|
|
descr_A,
|
|
nnz_A,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBptr,
|
|
dBcol,
|
|
descr_D,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
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,
|
|
K,
|
|
descr_A,
|
|
nnz_A,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBptr,
|
|
dBcol,
|
|
descr_D,
|
|
0,
|
|
nullptr,
|
|
nullptr,
|
|
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,
|
|
K,
|
|
h_alpha,
|
|
hcsr_row_ptr_A.data(),
|
|
hcsr_col_ind_A.data(),
|
|
hcsr_row_ptr_B.data(),
|
|
hcsr_col_ind_B.data(),
|
|
(T*)nullptr,
|
|
hcsr_row_ptr_D.data(),
|
|
hcsr_col_ind_D.data(),
|
|
hcsr_row_ptr_C_gold.data(),
|
|
idx_base_A,
|
|
idx_base_B,
|
|
idx_base_C,
|
|
HIPSPARSE_INDEX_BASE_ZERO);
|
|
|
|
// 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,
|
|
K,
|
|
h_alpha,
|
|
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(),
|
|
(T*)nullptr,
|
|
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(),
|
|
idx_base_A,
|
|
idx_base_B,
|
|
idx_base_C,
|
|
HIPSPARSE_INDEX_BASE_ZERO);
|
|
|
|
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,
|
|
K,
|
|
h_alpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
descr_D,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
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,
|
|
K,
|
|
dalpha,
|
|
descr_A,
|
|
nnz_A,
|
|
dAval,
|
|
dAptr,
|
|
dAcol,
|
|
descr_B,
|
|
nnz_B,
|
|
dBval,
|
|
dBptr,
|
|
dBcol,
|
|
(T*)nullptr,
|
|
descr_D,
|
|
0,
|
|
(T*)nullptr,
|
|
nullptr,
|
|
nullptr,
|
|
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_A_HPP
|