Files
TheRock/rocm-libraries/projects/rocsparse/clients/include/rocsparse_clients_spmat_descr.hpp
T
derek.holloway 7502bf64a4
CodeQL / Analyze (actions) (push) Canceled after 0s
CodeQL / Analyze (python) (push) Canceled after 0s
pre-commit / pre-commit (push) Canceled after 0s
Multi-Arch CI / setup (push) Canceled after 0s
Publish build_manylinux_x86_64 images / publish_build_manylinux_x86_64 (push) Canceled after 0s
Setup (Multi-Arch) / setup (push) Canceled after 0s
Multi-Arch CI / Linux::${{ fromJSON(needs.setup.outputs.linux_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubi10 image / publish_no_rocm_image_ubi10 (push) Canceled after 0s
Multi-Arch CI / Windows::${{ fromJSON(needs.setup.outputs.windows_build_config || '{}').build_variant_label || 'skip' }} (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Multi-Arch CI / Manifest Diff (push) Canceled after 0s
TheRock Manifest Diff Report / Generate Manifest Diff Report (push) Canceled after 0s
Multi-Arch CI / CI Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_ocl_rt images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04_rocgdb images / publish_no_rocm_image_ubuntu24_04_rocgdb (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_ocl_rt (push) Canceled after 0s
Publish TheRock Docker image / build-and-push-image (push) Canceled after 0s
Unit Tests / Unit Tests :: ubuntu-24.04 (push) Canceled after 0s
Unit Tests / Unit Tests :: windows-2022 (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_media (push) Canceled after 0s
Unit Tests / Unit Tests Summary (push) Canceled after 0s
Publish no_rocm_image_ubuntu24_04 images / publish_no_rocm_image_ubuntu24_04_openmpi (push) Canceled after 0s
Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

384 lines
10 KiB
C++

/* ************************************************************************
* Copyright (C) 2026 Advanced Micro Devices, Inc. All rights Reserved.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in
* all copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
* THE SOFTWARE.
*
* ************************************************************************ */
#pragma once
#include "auto_testing_bad_arg.hpp"
#include "display.hpp"
#include "flops.hpp"
#include "gbyte.hpp"
#include "rocsparse.hpp"
#include "rocsparse_check.hpp"
#include "rocsparse_matrix_factory.hpp"
#include "rocsparse_reproducibility.hpp"
#include "rocsparse_reproducibility_test_save.hpp"
#include "rocsparse_traits.hpp"
#include "rocsparse_vector_utils.hpp"
#include "utility.hpp"
#include "rocsparse_allocator.hpp"
#include <variant>
namespace rocsparse_clients
{
template <typename T, typename I, typename J>
struct spmat_csr_descr
{
using host_t = host_csr_matrix<T, I, J>;
using device_t = device_csr_matrix<T, I, J>;
protected:
host_t m_host{};
device_t m_device{};
public:
inline host_t& host()
{
return this->m_host;
}
inline device_t& device()
{
return this->m_device;
}
inline const host_t& host() const
{
return this->m_host;
}
inline const device_t& device() const
{
return this->m_device;
}
};
template <typename T, typename I, typename J>
struct spmat_csc_descr
{
using host_t = host_csc_matrix<T, I, J>;
using device_t = device_csc_matrix<T, I, J>;
protected:
host_t m_host{};
device_t m_device{};
public:
inline host_t& host()
{
return this->m_host;
}
inline device_t& device()
{
return this->m_device;
}
inline const host_t& host() const
{
return this->m_host;
}
inline const device_t& device() const
{
return this->m_device;
}
};
template <typename T, typename I>
struct spmat_ell_descr
{
using host_t = host_ell_matrix<T, I>;
using device_t = device_ell_matrix<T, I>;
protected:
host_t m_host{};
device_t m_device{};
public:
inline host_t& host()
{
return this->m_host;
}
inline device_t& device()
{
return this->m_device;
}
inline const host_t& host() const
{
return this->m_host;
}
inline const device_t& device() const
{
return this->m_device;
}
};
template <typename T, typename I>
struct spmat_bell_descr
{
using host_t = host_bell_matrix<T, I>;
using device_t = device_bell_matrix<T, I>;
protected:
host_t m_host{};
device_t m_device{};
public:
inline host_t& host()
{
return this->m_host;
}
inline device_t& device()
{
return this->m_device;
}
inline const host_t& host() const
{
return this->m_host;
}
inline const device_t& device() const
{
return this->m_device;
}
};
template <typename T, typename I, typename J>
struct spmat_sell_descr
{
using host_t = host_sell_matrix<T, I, J>;
using device_t = device_sell_matrix<T, I, J>;
protected:
host_t m_host{};
device_t m_device{};
public:
inline host_t& host()
{
return this->m_host;
}
inline device_t& device()
{
return this->m_device;
}
inline const host_t& host() const
{
return this->m_host;
}
inline const device_t& device() const
{
return this->m_device;
}
};
template <typename T, typename I, typename J>
struct spmat_bsr_descr
{
using host_t = host_gebsr_matrix<T, I, J>;
using device_t = device_gebsr_matrix<T, I, J>;
protected:
host_t m_host{};
device_t m_device{};
public:
inline host_t& host()
{
return this->m_host;
}
inline device_t& device()
{
return this->m_device;
}
inline const host_t& host() const
{
return this->m_host;
}
inline const device_t& device() const
{
return this->m_device;
}
};
template <typename T, typename I>
struct spmat_coo_aos_descr
{
using host_t = host_coo_aos_matrix<T, I>;
using device_t = device_coo_aos_matrix<T, I>;
protected:
host_t m_host{};
device_t m_device{};
public:
inline host_t& host()
{
return this->m_host;
}
inline device_t& device()
{
return this->m_device;
}
inline const host_t& host() const
{
return this->m_host;
}
inline const device_t& device() const
{
return this->m_device;
}
};
template <typename T, typename I>
struct spmat_coo_descr
{
using host_t = host_coo_matrix<T, I>;
using device_t = device_coo_matrix<T, I>;
protected:
host_t m_host{};
device_t m_device{};
public:
inline host_t& host()
{
return this->m_host;
}
inline device_t& device()
{
return this->m_device;
}
inline const host_t& host() const
{
return this->m_host;
}
inline const device_t& device() const
{
return this->m_device;
}
};
template <typename T, typename I, typename J = I>
struct spmat_descr
{
private:
using coo_t = spmat_coo_descr<T, I>;
using coo_aos_t = spmat_coo_aos_descr<T, I>;
using csr_t = spmat_csr_descr<T, I, J>;
using csc_t = spmat_csc_descr<T, I, J>;
using ell_t = spmat_ell_descr<T, I>;
using bell_t = spmat_bell_descr<T, I>;
using bsr_t = spmat_bsr_descr<T, I, J>;
using sell_t = spmat_sell_descr<T, I, J>;
std::variant<coo_t, coo_aos_t, csr_t, csc_t, ell_t, bell_t, bsr_t, sell_t> m_data;
static std::variant<coo_t, coo_aos_t, csr_t, csc_t, ell_t, bell_t, bsr_t, sell_t>
make_variant(rocsparse_format format)
{
switch(format)
{
case rocsparse_format_coo:
{
return coo_t{};
}
case rocsparse_format_coo_aos:
{
return coo_aos_t{};
}
case rocsparse_format_csr:
{
return csr_t{};
}
case rocsparse_format_csc:
{
return csc_t{};
}
case rocsparse_format_ell:
{
return ell_t{};
}
case rocsparse_format_bell:
{
return bell_t{};
}
case rocsparse_format_bsr:
{
return bsr_t{};
}
case rocsparse_format_sell:
{
return sell_t{};
}
}
}
protected:
rocsparse_format m_format{};
rocsparse_local_spmat* m_local_descr{};
int64_t m_batch_count{1};
int64_t m_batch_val_stride{0};
void init(const Arguments& arg, int64_t batch_count, bool full_rank);
public:
~spmat_descr();
bool is_square() const;
int64_t get_nrows() const;
int64_t get_stride() const;
int64_t get_batch_count() const;
rocsparse_format get_format() const;
int64_t get_size_values() const;
int64_t get_size_rows() const;
int64_t get_size_cols() const;
void reinit_values();
const device_dense_vector<T>& get_device_values() const;
const host_vector<T>& get_host_values() const;
device_dense_vector<T>& get_device_values();
host_vector<T>& get_host_values();
template <rocsparse_format FORMAT>
auto& as()
{
return std::get<FORMAT>(this->m_data);
}
template <rocsparse_format FORMAT>
auto& host()
{
return std::get<FORMAT>(this->m_data).host();
}
template <rocsparse_format FORMAT>
auto& device()
{
return std::get<FORMAT>(this->m_data).device();
}
explicit spmat_descr(const Arguments& arg, int64_t batch_count, bool full_rank);
void near_check_values(const host_dense_vector<int64_t>& symbolic,
const host_dense_vector<int64_t>& numeric);
operator rocsparse_spmat_descr&();
operator const rocsparse_spmat_descr&() const;
};
}