derek.holloway
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338 lines
17 KiB
C++
338 lines
17 KiB
C++
/* ************************************************************************
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* Copyright (C) 2018-2025 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_CSR2CSC_HPP
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#define TESTING_CSR2CSC_HPP
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#include "display.hpp"
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#include "flops.hpp"
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#include "gbyte.hpp"
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#include "hipsparse.hpp"
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#include "hipsparse_arguments.hpp"
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#include "hipsparse_test_unique_ptr.hpp"
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#include "unit.hpp"
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#include "utility.hpp"
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#include <algorithm>
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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_csr2csc_bad_arg(const Arguments& argus)
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{
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#if(!defined(CUDART_VERSION))
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int m = 100;
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int n = 100;
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int nnz = 100;
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int safe_size = 100;
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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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auto csr_row_ptr_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto csr_col_ind_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto csr_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
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auto csc_row_ind_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto csc_col_ptr_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto csc_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
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int* csr_row_ptr = (int*)csr_row_ptr_managed.get();
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int* csr_col_ind = (int*)csr_col_ind_managed.get();
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T* csr_val = (T*)csr_val_managed.get();
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int* csc_row_ind = (int*)csc_row_ind_managed.get();
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int* csc_col_ptr = (int*)csc_col_ptr_managed.get();
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T* csc_val = (T*)csc_val_managed.get();
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verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle,
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m,
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n,
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nnz,
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csr_val,
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(int*)nullptr,
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csr_col_ind,
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csc_val,
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csc_row_ind,
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csc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO),
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"Error: csr_row_ptr is nullptr");
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verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle,
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m,
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n,
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nnz,
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csr_val,
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csr_row_ptr,
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(int*)nullptr,
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csc_val,
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csc_row_ind,
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csc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO),
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"Error: csr_col_ind is nullptr");
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verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle,
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m,
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n,
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nnz,
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(T*)nullptr,
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csr_row_ptr,
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csr_col_ind,
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csc_val,
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csc_row_ind,
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csc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO),
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"Error: csr_val is nullptr");
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verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle,
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m,
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n,
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nnz,
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csr_val,
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csr_row_ptr,
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csr_col_ind,
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csc_val,
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(int*)nullptr,
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csc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO),
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"Error: csc_row_ind is nullptr");
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verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle,
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m,
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n,
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nnz,
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csr_val,
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csr_row_ptr,
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csr_col_ind,
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csc_val,
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csc_row_ind,
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(int*)nullptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO),
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"Error: csc_col_ptr is nullptr");
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verify_hipsparse_status_invalid_pointer(hipsparseXcsr2csc(handle,
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m,
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n,
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nnz,
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csr_val,
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csr_row_ptr,
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csr_col_ind,
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(T*)nullptr,
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csc_row_ind,
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csc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO),
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"Error: csc_val is nullptr");
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verify_hipsparse_status_invalid_handle(hipsparseXcsr2csc((hipsparseHandle_t) nullptr,
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m,
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n,
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nnz,
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csr_val,
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csr_row_ptr,
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csr_col_ind,
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csc_val,
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csc_row_ind,
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csc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO));
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#endif
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}
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template <typename T>
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void testing_csr2csc(Arguments argus)
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{
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#if(!defined(CUDART_VERSION) || CUDART_VERSION < 11000)
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int m = argus.M;
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int n = argus.N;
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hipsparseIndexBase_t idx_base = argus.baseA;
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hipsparseAction_t action = argus.action;
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std::string filename = argus.filename;
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std::unique_ptr<handle_struct> unique_ptr_handle(new handle_struct);
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hipsparseHandle_t handle = unique_ptr_handle->handle;
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srand(12345ULL);
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// Host structures
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std::vector<int> hcsr_row_ptr;
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std::vector<int> hcsr_col_ind;
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std::vector<T> hcsr_val;
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// Read or construct CSR matrix
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int nnz = 0;
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CHECK_GENERATE_MATRIX_ERROR(
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generate_csr_matrix(filename, m, n, nnz, hcsr_row_ptr, hcsr_col_ind, hcsr_val, idx_base));
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// Allocate memory on the device
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auto dcsr_row_ptr_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * (m + 1)), device_free};
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auto dcsr_col_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * nnz), device_free};
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auto dcsr_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * nnz), device_free};
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auto dcsc_row_ind_managed = hipsparse_unique_ptr{device_malloc(sizeof(int) * nnz), device_free};
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auto dcsc_col_ptr_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * (n + 1)), device_free};
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auto dcsc_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * nnz), device_free};
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int* dcsr_row_ptr = (int*)dcsr_row_ptr_managed.get();
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int* dcsr_col_ind = (int*)dcsr_col_ind_managed.get();
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T* dcsr_val = (T*)dcsr_val_managed.get();
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int* dcsc_row_ind = (int*)dcsc_row_ind_managed.get();
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int* dcsc_col_ptr = (int*)dcsc_col_ptr_managed.get();
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T* dcsc_val = (T*)dcsc_val_managed.get();
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// Reset CSC arrays
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CHECK_HIP_ERROR(hipMemset(dcsc_row_ind, 0, sizeof(int) * nnz));
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CHECK_HIP_ERROR(hipMemset(dcsc_col_ptr, 0, sizeof(int) * (n + 1)));
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CHECK_HIP_ERROR(hipMemset(dcsc_val, 0, sizeof(T) * nnz));
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// Copy data from host to device
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CHECK_HIP_ERROR(
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hipMemcpy(dcsr_row_ptr, hcsr_row_ptr.data(), sizeof(int) * (m + 1), hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(
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hipMemcpy(dcsr_col_ind, hcsr_col_ind.data(), sizeof(int) * nnz, hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(hipMemcpy(dcsr_val, hcsr_val.data(), sizeof(T) * nnz, hipMemcpyHostToDevice));
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if(argus.unit_check)
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{
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CHECK_HIPSPARSE_ERROR(hipsparseXcsr2csc(handle,
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m,
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n,
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nnz,
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dcsr_val,
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dcsr_row_ptr,
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dcsr_col_ind,
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dcsc_val,
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dcsc_row_ind,
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dcsc_col_ptr,
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action,
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idx_base));
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// Copy output from device to host
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std::vector<int> hcsc_row_ind(nnz);
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std::vector<int> hcsc_col_ptr(n + 1);
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std::vector<T> hcsc_val(nnz);
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CHECK_HIP_ERROR(
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hipMemcpy(hcsc_row_ind.data(), dcsc_row_ind, sizeof(int) * nnz, hipMemcpyDeviceToHost));
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CHECK_HIP_ERROR(hipMemcpy(
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hcsc_col_ptr.data(), dcsc_col_ptr, sizeof(int) * (n + 1), hipMemcpyDeviceToHost));
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CHECK_HIP_ERROR(
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hipMemcpy(hcsc_val.data(), dcsc_val, sizeof(T) * nnz, hipMemcpyDeviceToHost));
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// Host csr2csc conversion
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std::vector<int> hcsc_row_ind_gold(nnz);
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std::vector<int> hcsc_col_ptr_gold(n + 1);
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std::vector<T> hcsc_val_gold(nnz);
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host_csr2csc(m,
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n,
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nnz,
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hcsr_row_ptr.data(),
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hcsr_col_ind.data(),
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hcsr_val.data(),
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hcsc_col_ptr_gold.data(),
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hcsc_row_ind_gold.data(),
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hcsc_val_gold.data(),
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idx_base);
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// Unit check
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unit_check_general(1, nnz, 1, hcsc_row_ind_gold.data(), hcsc_row_ind.data());
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unit_check_general(1, n + 1, 1, hcsc_col_ptr_gold.data(), hcsc_col_ptr.data());
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// If action == HIPSPARSE_ACTION_NUMERIC also check values
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if(action == HIPSPARSE_ACTION_NUMERIC)
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{
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unit_check_general(1, nnz, 1, hcsc_val_gold.data(), hcsc_val.data());
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}
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}
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if(argus.timing)
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{
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int number_cold_calls = 2;
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int number_hot_calls = argus.iters;
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// Warm up
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for(int iter = 0; iter < number_cold_calls; ++iter)
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{
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CHECK_HIPSPARSE_ERROR(hipsparseXcsr2csc(handle,
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m,
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n,
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nnz,
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dcsr_val,
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dcsr_row_ptr,
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dcsr_col_ind,
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dcsc_val,
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dcsc_row_ind,
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dcsc_col_ptr,
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action,
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idx_base));
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}
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double gpu_time_used = get_time_us();
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// Performance run
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for(int iter = 0; iter < number_hot_calls; ++iter)
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{
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CHECK_HIPSPARSE_ERROR(hipsparseXcsr2csc(handle,
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m,
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n,
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nnz,
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dcsr_val,
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dcsr_row_ptr,
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dcsr_col_ind,
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dcsc_val,
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dcsc_row_ind,
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dcsc_col_ptr,
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action,
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idx_base));
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}
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gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls;
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double gbyte_count = csr2csc_gbyte_count<T>(m, n, nnz, action);
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double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count);
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display_timing_info(display_key_t::M,
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m,
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display_key_t::N,
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n,
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display_key_t::nnz,
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nnz,
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display_key_t::action,
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hipsparse_action2string(action),
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display_key_t::bandwidth,
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gpu_gbyte,
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display_key_t::time_ms,
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get_gpu_time_msec(gpu_time_used));
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}
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#endif
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}
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#endif // TESTING_CSR2CSC_HPP
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