derek.holloway
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645 lines
31 KiB
C++
645 lines
31 KiB
C++
/* ************************************************************************
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* Copyright (C) 2020-2025 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_GEBSR2GEBSC_HPP
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#define TESTING_GEBSR2GEBSC_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_gebsr2gebsc_bad_arg(const Arguments& argus)
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{
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#if(!defined(CUDART_VERSION))
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hipsparseStatus_t status;
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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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static const size_t safe_size = 1;
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auto bsr_row_ptr_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * (safe_size + 1)), device_free};
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auto bsr_col_ind_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto bsr_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
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int* bsr_row_ptr = (int*)bsr_row_ptr_managed.get();
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int* bsr_col_ind = (int*)bsr_col_ind_managed.get();
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T* bsr_val = (T*)bsr_val_managed.get();
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auto bsc_row_ind_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * safe_size), device_free};
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auto bsc_col_ptr_managed
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= hipsparse_unique_ptr{device_malloc(sizeof(int) * (safe_size + 1)), device_free};
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auto bsc_val_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
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auto buffer_managed = hipsparse_unique_ptr{device_malloc(sizeof(T) * safe_size), device_free};
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void* buffer = buffer_managed.get();
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int* bsc_row_ind = (int*)bsc_row_ind_managed.get();
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int* bsc_col_ptr = (int*)bsc_col_ptr_managed.get();
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T* bsc_val = (T*)bsc_val_managed.get();
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int local_ptr[2] = {0, 1};
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CHECK_HIP_ERROR(
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hipMemcpy(bsr_row_ptr, local_ptr, sizeof(int) * (safe_size + 1), hipMemcpyHostToDevice));
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CHECK_HIP_ERROR(
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hipMemcpy(bsc_col_ptr, local_ptr, sizeof(int) * (safe_size + 1), hipMemcpyHostToDevice));
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size_t buffer_size;
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status = hipsparseXgebsr2gebsc_bufferSize<T>(nullptr,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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&buffer_size);
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verify_hipsparse_status_invalid_handle(status);
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status = hipsparseXgebsr2gebsc_bufferSize<T>(handle,
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-1,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: mb is invalid");
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status = hipsparseXgebsr2gebsc_bufferSize<T>(handle,
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safe_size,
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-1,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: nb is invalid");
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status = hipsparseXgebsr2gebsc_bufferSize<T>(handle,
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safe_size,
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safe_size,
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-1,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: nnzb is invalid");
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status = hipsparseXgebsr2gebsc_bufferSize<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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nullptr,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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&buffer_size);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsr_val is nullptr");
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status = hipsparseXgebsr2gebsc_bufferSize<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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nullptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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&buffer_size);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsr_row_ptr is nullptr");
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status = hipsparseXgebsr2gebsc_bufferSize<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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nullptr,
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safe_size,
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safe_size,
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&buffer_size);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsr_col_ind is nullptr");
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status = hipsparseXgebsr2gebsc_bufferSize<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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-1,
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safe_size,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: row_block_dim is invalid");
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status = hipsparseXgebsr2gebsc_bufferSize<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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-1,
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&buffer_size);
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verify_hipsparse_status_invalid_size(status, "Error: col_block_dim is invalid");
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status = hipsparseXgebsr2gebsc_bufferSize<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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nullptr);
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verify_hipsparse_status_invalid_pointer(status, "Error: buffer_size is nullptr");
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// Test hipsparseXgebsr2gebsc()
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status = hipsparseXgebsr2gebsc<T>(nullptr,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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bsc_val,
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bsc_row_ind,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_handle(status);
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status = hipsparseXgebsr2gebsc<T>(handle,
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-1,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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bsc_val,
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bsc_row_ind,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_size(status, "Error: mb is invalid");
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status = hipsparseXgebsr2gebsc<T>(handle,
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safe_size,
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-1,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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bsc_val,
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bsc_row_ind,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_size(status, "Error: nb is invalid");
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status = hipsparseXgebsr2gebsc<T>(handle,
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safe_size,
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safe_size,
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-1,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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bsc_val,
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bsc_row_ind,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_size(status, "Error: nnzb is invalid");
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status = hipsparseXgebsr2gebsc<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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nullptr,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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bsc_val,
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bsc_row_ind,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_size(status, "Error: bsr_val is nullptr");
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status = hipsparseXgebsr2gebsc<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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nullptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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bsc_val,
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bsc_row_ind,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsr_row_ptr is nullptr");
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status = hipsparseXgebsr2gebsc<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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nullptr,
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safe_size,
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safe_size,
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bsc_val,
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bsc_row_ind,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsr_col_ind is nullptr");
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status = hipsparseXgebsr2gebsc<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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-1,
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safe_size,
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bsc_val,
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bsc_row_ind,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_size(status, "Error: row_block_dim is invalid");
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status = hipsparseXgebsr2gebsc<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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-1,
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bsc_val,
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bsc_row_ind,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_size(status, "Error: col_block_dim is invalid");
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status = hipsparseXgebsr2gebsc<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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nullptr,
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bsc_row_ind,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsc_val is nullptr");
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status = hipsparseXgebsr2gebsc<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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bsc_val,
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nullptr,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsc_row_ind is nullptr");
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status = hipsparseXgebsr2gebsc<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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bsc_val,
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bsc_row_ind,
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nullptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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buffer);
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verify_hipsparse_status_invalid_pointer(status, "Error: bsc_col_ptr is nullptr");
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status = hipsparseXgebsr2gebsc<T>(handle,
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safe_size,
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safe_size,
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safe_size,
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bsr_val,
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bsr_row_ptr,
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bsr_col_ind,
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safe_size,
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safe_size,
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bsc_val,
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bsc_row_ind,
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bsc_col_ptr,
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HIPSPARSE_ACTION_NUMERIC,
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HIPSPARSE_INDEX_BASE_ZERO,
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nullptr);
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verify_hipsparse_status_invalid_pointer(status, "Error: buffer is invalid");
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#endif
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}
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#define DEVICE_ALLOC(TYPE, NAME, SIZE) \
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auto NAME##_managed = hipsparse_unique_ptr{device_malloc(sizeof(TYPE) * SIZE), device_free}; \
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TYPE* NAME = (TYPE*)NAME##_managed.get()
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template <typename T>
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void testing_gebsr2gebsc(Arguments argus)
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{
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int m = argus.M;
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int n = argus.N;
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int row_block_dim = argus.row_block_dimA;
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int col_block_dim = argus.col_block_dimA;
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hipsparseAction_t action = argus.action;
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hipsparseIndexBase_t base = argus.baseA;
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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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int mb = m * row_block_dim;
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int nb = n * col_block_dim;
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srand(12345ULL);
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// Host structures
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std::vector<int> hbsr_row_ptr;
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std::vector<int> hbsr_col_ind;
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std::vector<T> hbsr_val;
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// Read or construct CSR matrix
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int nnzb = 0;
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CHECK_GENERATE_MATRIX_ERROR(
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generate_csr_matrix(filename, mb, nb, nnzb, hbsr_row_ptr, hbsr_col_ind, hbsr_val, base));
|
|
|
|
m = mb * row_block_dim;
|
|
n = nb * col_block_dim;
|
|
size_t nnz = nnzb * row_block_dim * col_block_dim;
|
|
|
|
// Now use the csr matrix as the symbolic for the gebsr matrix.
|
|
hbsr_val.resize(nnz);
|
|
for(size_t i = 0; i < nnz; ++i)
|
|
{
|
|
hbsr_val[i] = random_generator<T>();
|
|
}
|
|
|
|
DEVICE_ALLOC(int, dbsr_row_ptr, (mb + 1));
|
|
DEVICE_ALLOC(int, dbsr_col_ind, nnzb);
|
|
DEVICE_ALLOC(T, dbsr_val, (nnzb * row_block_dim * col_block_dim));
|
|
|
|
// Copy data from host to device
|
|
CHECK_HIP_ERROR(hipMemcpy(
|
|
dbsr_row_ptr, hbsr_row_ptr.data(), sizeof(int) * (mb + 1), hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(
|
|
hipMemcpy(dbsr_col_ind, hbsr_col_ind.data(), sizeof(int) * nnzb, hipMemcpyHostToDevice));
|
|
CHECK_HIP_ERROR(hipMemcpy(dbsr_val,
|
|
hbsr_val.data(),
|
|
sizeof(T) * nnzb * row_block_dim * col_block_dim,
|
|
hipMemcpyHostToDevice));
|
|
|
|
// Obtain required buffer size (from host)
|
|
size_t buffer_size;
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsc_bufferSize<T>(handle,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
dbsr_val,
|
|
dbsr_row_ptr,
|
|
dbsr_col_ind,
|
|
row_block_dim,
|
|
col_block_dim,
|
|
&buffer_size));
|
|
|
|
// Allocate the buffer size.
|
|
auto dbuffer_managed = hipsparse_unique_ptr{device_malloc(buffer_size), device_free};
|
|
void* dbuffer = dbuffer_managed.get();
|
|
|
|
DEVICE_ALLOC(int, dbsc_row_ind, nnzb);
|
|
DEVICE_ALLOC(int, dbsc_col_ptr, (nb + 1));
|
|
DEVICE_ALLOC(T, dbsc_val, (nnzb * row_block_dim * col_block_dim));
|
|
|
|
if(argus.unit_check)
|
|
{
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsc<T>(handle,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
dbsr_val,
|
|
dbsr_row_ptr,
|
|
dbsr_col_ind,
|
|
row_block_dim,
|
|
col_block_dim,
|
|
dbsc_val,
|
|
dbsc_row_ind,
|
|
dbsc_col_ptr,
|
|
action,
|
|
base,
|
|
dbuffer));
|
|
// Transfer to host.
|
|
std::vector<int> hbsc_from_device_row_ind(nnzb);
|
|
std::vector<int> hbsc_from_device_col_ptr(nb + 1);
|
|
std::vector<T> hbsc_from_device_val(nnzb * row_block_dim * col_block_dim);
|
|
CHECK_HIP_ERROR(hipMemcpy(hbsc_from_device_col_ptr.data(),
|
|
dbsc_col_ptr,
|
|
sizeof(int) * (nb + 1),
|
|
hipMemcpyDeviceToHost));
|
|
CHECK_HIP_ERROR(hipMemcpy(hbsc_from_device_row_ind.data(),
|
|
dbsc_row_ind,
|
|
sizeof(int) * nnzb,
|
|
hipMemcpyDeviceToHost));
|
|
CHECK_HIP_ERROR(hipMemcpy(hbsc_from_device_val.data(),
|
|
dbsc_val,
|
|
sizeof(T) * nnzb * row_block_dim * col_block_dim,
|
|
hipMemcpyDeviceToHost));
|
|
|
|
// Allocate host bsc matrix.
|
|
std::vector<int> hbsc_row_ind(nnzb);
|
|
std::vector<int> hbsc_col_ptr(nb + 1);
|
|
std::vector<T> hbsc_val(nnzb * row_block_dim * col_block_dim);
|
|
host_gebsr_to_gebsc<T>(mb,
|
|
nb,
|
|
nnzb,
|
|
hbsr_row_ptr,
|
|
hbsr_col_ind,
|
|
hbsr_val,
|
|
row_block_dim,
|
|
col_block_dim,
|
|
hbsc_row_ind,
|
|
hbsc_col_ptr,
|
|
hbsc_val,
|
|
action,
|
|
base);
|
|
|
|
unit_check_general(1, nb + 1, 1, hbsc_from_device_col_ptr.data(), hbsc_col_ptr.data());
|
|
unit_check_general(1, nnzb, 1, hbsc_from_device_row_ind.data(), hbsc_row_ind.data());
|
|
if(action == HIPSPARSE_ACTION_NUMERIC)
|
|
{
|
|
unit_check_general(1,
|
|
nnzb * row_block_dim * col_block_dim,
|
|
1,
|
|
hbsc_from_device_val.data(),
|
|
hbsc_val.data());
|
|
}
|
|
}
|
|
|
|
if(argus.timing)
|
|
{
|
|
int number_cold_calls = 2;
|
|
int number_hot_calls = argus.iters;
|
|
|
|
// Warm up
|
|
for(int iter = 0; iter < number_cold_calls; ++iter)
|
|
{
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsc<T>(handle,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
dbsr_val,
|
|
dbsr_row_ptr,
|
|
dbsr_col_ind,
|
|
row_block_dim,
|
|
col_block_dim,
|
|
dbsc_val,
|
|
dbsc_row_ind,
|
|
dbsc_col_ptr,
|
|
action,
|
|
base,
|
|
dbuffer));
|
|
}
|
|
|
|
double gpu_time_used = get_time_us();
|
|
|
|
// Performance run
|
|
for(int iter = 0; iter < number_hot_calls; ++iter)
|
|
{
|
|
CHECK_HIPSPARSE_ERROR(hipsparseXgebsr2gebsc<T>(handle,
|
|
mb,
|
|
nb,
|
|
nnzb,
|
|
dbsr_val,
|
|
dbsr_row_ptr,
|
|
dbsr_col_ind,
|
|
row_block_dim,
|
|
col_block_dim,
|
|
dbsc_val,
|
|
dbsc_row_ind,
|
|
dbsc_col_ptr,
|
|
action,
|
|
base,
|
|
dbuffer));
|
|
}
|
|
|
|
gpu_time_used = (get_time_us() - gpu_time_used) / number_hot_calls;
|
|
|
|
double gbyte_count
|
|
= gebsr2gebsc_gbyte_count<T>(mb, nb, nnzb, row_block_dim, col_block_dim, action);
|
|
double gpu_gbyte = get_gpu_gbyte(gpu_time_used, gbyte_count);
|
|
|
|
display_timing_info(display_key_t::Mb,
|
|
mb,
|
|
display_key_t::Nb,
|
|
nb,
|
|
display_key_t::nnzb,
|
|
nnzb,
|
|
display_key_t::row_block_dim,
|
|
row_block_dim,
|
|
display_key_t::col_block_dim,
|
|
col_block_dim,
|
|
display_key_t::action,
|
|
hipsparse_action2string(action),
|
|
display_key_t::bandwidth,
|
|
gpu_gbyte,
|
|
display_key_t::time_ms,
|
|
get_gpu_time_msec(gpu_time_used));
|
|
}
|
|
}
|
|
|
|
#endif // TESTING_GEBSR2GEBSC_HPP
|