135 lines
6.5 KiB
Plaintext
135 lines
6.5 KiB
Plaintext
/***************************************************************************************************
|
|
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
|
|
* SPDX-License-Identifier: BSD-3-Clause
|
|
*
|
|
* Redistribution and use in source and binary forms, with or without
|
|
* modification, are permitted provided that the following conditions are met:
|
|
*
|
|
* 1. Redistributions of source code must retain the above copyright notice, this
|
|
* list of conditions and the following disclaimer.
|
|
*
|
|
* 2. Redistributions in binary form must reproduce the above copyright notice,
|
|
* this list of conditions and the following disclaimer in the documentation
|
|
* and/or other materials provided with the distribution.
|
|
*
|
|
* 3. Neither the name of the copyright holder nor the names of its
|
|
* contributors may be used to endorse or promote products derived from
|
|
* this software without specific prior written permission.
|
|
*
|
|
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
|
|
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
|
|
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
|
|
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
|
|
* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
|
|
* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
|
|
* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
|
|
* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
|
|
* OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
|
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
|
*
|
|
**************************************************************************************************/
|
|
|
|
#include "cutlass_unit_test.h"
|
|
|
|
#include <iostream>
|
|
#include <iomanip>
|
|
#include <utility>
|
|
#include <type_traits>
|
|
#include <vector>
|
|
#include <numeric>
|
|
|
|
#include <thrust/host_vector.h>
|
|
#include <thrust/device_vector.h>
|
|
|
|
#include <cute/tensor.hpp>
|
|
|
|
#include "tiled_cp_async_testbed.hpp"
|
|
|
|
using namespace cute;
|
|
|
|
TEST(SM80_CuTe_tiled_cp_async, no_swizzle_mn_single_tile)
|
|
{
|
|
{
|
|
using copy_atom = decltype(Copy_Atom<SM80_CP_ASYNC_CACHEALWAYS<cute::uint128_t>, double>{});
|
|
using thr_layout = decltype(Layout<Shape <_16, _8>, Stride< _1,_16>>{});
|
|
using val_layout = decltype(Layout<Shape<_2,_1>>{});
|
|
using tiled_copy = decltype(make_tiled_copy(copy_atom{}, thr_layout{}, val_layout{}));
|
|
using smem_layout_atom = decltype(Layout<Shape <_16, _4>, Stride< _1,_16>>{});
|
|
using gmem_stride_type = decltype(LayoutLeft{});
|
|
test_cp_async_no_swizzle<double, cute::Int<64>, cute::Int<16>, gmem_stride_type, smem_layout_atom, tiled_copy>();
|
|
}
|
|
|
|
{
|
|
using copy_atom = decltype(Copy_Atom<SM80_CP_ASYNC_CACHEALWAYS<cute::uint128_t>, double>{});
|
|
using thr_layout = decltype(Layout<Shape <_16, _8>, Stride< _1,_16>>{});
|
|
using val_layout = decltype(Layout<Shape<_2,_1>>{});
|
|
using tiled_copy = decltype(make_tiled_copy(copy_atom{}, thr_layout{}, val_layout{}));
|
|
using smem_layout_atom = decltype(Layout<Shape <_16, _4>, Stride< _1,_16>>{});
|
|
using gmem_stride_type = decltype(LayoutLeft{});
|
|
test_cp_async_no_swizzle<double, cute::Int<128>, cute::Int<16>, gmem_stride_type, smem_layout_atom, tiled_copy>();
|
|
}
|
|
}
|
|
|
|
TEST(SM80_CuTe_tiled_cp_async, no_swizzle_k_single_tile)
|
|
{
|
|
{
|
|
using copy_atom = decltype(Copy_Atom<SM80_CP_ASYNC_CACHEALWAYS<cute::uint128_t>, double>{});
|
|
using thr_layout = decltype(Layout<Shape <_16, _8>, Stride< _8,_1>>{});
|
|
using val_layout = decltype(Layout<Shape<_1,_2>>{});
|
|
using tiled_copy = decltype(make_tiled_copy(copy_atom{}, thr_layout{}, val_layout{}));
|
|
using smem_layout_atom = decltype(make_ordered_layout(Shape<_128,_16>{}, Step <_2, _1>{}));
|
|
using gmem_stride_type = decltype(LayoutRight{});
|
|
test_cp_async_no_swizzle<double, cute::Int<128>, cute::Int<16>, gmem_stride_type, smem_layout_atom, tiled_copy>();
|
|
}
|
|
}
|
|
|
|
TEST(SM80_CuTe_tiled_cp_async, swizzle_mn_single_tile)
|
|
{
|
|
{
|
|
using copy_atom = decltype(Copy_Atom<SM80_CP_ASYNC_CACHEALWAYS<cute::uint128_t>, double>{});
|
|
using thr_layout = decltype(Layout<Shape <_16, _8>, Stride< _1,_16>>{});
|
|
using val_layout = decltype(Layout<Shape<_2,_1>>{});
|
|
using tiled_copy = decltype(make_tiled_copy(copy_atom{}, thr_layout{}, val_layout{}));
|
|
using swizzle_atom = decltype(Swizzle<2,2,2>{});
|
|
using smem_layout_atom = decltype(Layout<Shape <_16, _4>, Stride< _1,_16>>{});
|
|
using gmem_stride_type = decltype(LayoutLeft{});
|
|
test_cp_async_with_swizzle<double, cute::Int<64>, cute::Int<16>, gmem_stride_type, swizzle_atom, smem_layout_atom, tiled_copy>();
|
|
}
|
|
|
|
{
|
|
using copy_atom = decltype(Copy_Atom<SM80_CP_ASYNC_CACHEALWAYS<cute::uint128_t>, double>{});
|
|
using thr_layout = decltype(Layout<Shape <_16, _8>, Stride< _1,_16>>{});
|
|
using val_layout = decltype(Layout<Shape<_2,_1>>{});
|
|
using tiled_copy = decltype(make_tiled_copy(copy_atom{}, thr_layout{}, val_layout{}));
|
|
using swizzle_atom = decltype(Swizzle<2,2,2>{});
|
|
using smem_layout_atom = decltype(Layout<Shape <_16, _4>, Stride< _1,_16>>{});
|
|
using gmem_stride_type = decltype(LayoutLeft{});
|
|
test_cp_async_with_swizzle<double, cute::Int<128>, cute::Int<16>, gmem_stride_type, swizzle_atom, smem_layout_atom, tiled_copy>();
|
|
}
|
|
}
|
|
|
|
TEST(SM80_CuTe_tiled_cp_async, swizzle_k_single_tile)
|
|
{
|
|
{
|
|
using copy_atom = decltype(Copy_Atom<SM80_CP_ASYNC_CACHEALWAYS<double>, double>{});
|
|
using thr_layout = decltype(Layout<Shape < _8,_16>, Stride<_16, _1>>{});
|
|
using val_layout = decltype(Layout<Shape<_1,_1>>{});
|
|
using tiled_copy = decltype(make_tiled_copy(copy_atom{}, thr_layout{}, val_layout{}));
|
|
using swizzle_atom = decltype(Swizzle<2,0,4>{});
|
|
using smem_layout_atom = decltype(Layout<Shape <_4,_16>, Stride<_1, _4>>{});
|
|
using gmem_stride_type = decltype(LayoutRight{});
|
|
test_cp_async_with_swizzle<double, cute::Int<128>, cute::Int<16>, gmem_stride_type, swizzle_atom, smem_layout_atom, tiled_copy>();
|
|
}
|
|
|
|
{
|
|
using copy_atom = decltype(Copy_Atom<SM80_CP_ASYNC_CACHEALWAYS<cute::uint128_t>, tfloat32_t>{});
|
|
using thr_layout = decltype(Layout<Shape <_16,_8>, Stride< _8,_1>>{});
|
|
using val_layout = decltype(Layout<Shape < _1,_4>>{});
|
|
using tiled_copy = decltype(make_tiled_copy(copy_atom{}, thr_layout{}, val_layout{}));
|
|
using swizzle_atom = decltype(Swizzle<3,2,3>{});
|
|
using smem_layout_atom = decltype(Layout<Shape < _8,_32>, Stride<_32, _1>>{});
|
|
using gmem_stride_type = decltype(LayoutRight{});
|
|
test_cp_async_with_swizzle<tfloat32_t, cute::Int<128>, cute::Int<32>, gmem_stride_type, swizzle_atom, smem_layout_atom, tiled_copy>();
|
|
}
|
|
}
|