Files
cutlass/test/unit/cute/hopper/cooperative_gemm.cu
T
b78588d163 CUTLASS 3.7 (#2045)
* CUTLASS 3.7

* clean up changelog

---------

Co-authored-by: yuzhai <yuzhai@nvidia.com>
Co-authored-by: Haicheng Wu <haichengw@nvidia.com>
2025-01-18 09:53:07 -05:00

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/***************************************************************************************************
* Copyright (c) 2023 - 2025 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 <cute/tensor.hpp>
#include <cute/swizzle.hpp> // cute::Swizzle
#include <cute/swizzle_layout.hpp> // cute::compose(cute::Swizzle)
#include "../cooperative_gemm_common.hpp"
using namespace cute;
#define USE_FP8 1
#if USE_FP8
TEST(SM90_CuTe_Hopper, CooperativeGemmTilingF8) {
constexpr uint32_t thread_block_size = 128;
constexpr int MaxVecBits = 16;
using TA = uint8_t;
using TB = uint8_t;
using TC = uint32_t;
auto tiled_mma =
TiledMMA<
MMA_Atom<SM80_16x8x32_S32S8S8S32_TN>,
Layout<Shape<_2, _2, _1>, Stride<_1, _2, _0>>,
Tile<_32, _32, _32>
>{};
auto swizzle = Swizzle<2, 4, 3>{};
// This is for A row major, B col major according to CUTLASS default configs
auto a_layout = composition(swizzle, Layout<Shape<_64, _64>, Stride<_64, _1>>{});
auto b_layout = composition(swizzle, Layout<Shape<_64, _64>, Stride<_1, _64>>{});
auto c_layout = make_layout(Shape<_64, _64>{}, LayoutLeft{});
test_cooperative_gemm<thread_block_size,
MaxVecBits,
TA, TB, TC>
(a_layout,
b_layout,
c_layout,
a_layout,
b_layout,
c_layout,
tiled_mma);
}
#else
TEST(SM90_CuTe_Hopper, CooperativeGemmTilingF16) {
constexpr uint32_t thread_block_size = 64;
constexpr int max_vec_bits = 16;
using TA = half_t;
using TB = half_t;
using TC = half_t;
auto tiled_mma =
TiledMMA<
MMA_Atom<SM80_16x8x16_F16F16F16F16_TN>,
Layout<Shape<_2, _1, _1>, Stride<_1, _0, _0>>,
Tile<_32, _32, _32>
>{};
// This is for A row major, B col major according to CUTLASS default configs
auto swizzle = Swizzle<3, 3, 3>{};
auto ALayout = composition(swizzle{}, Layout<Shape<_64, _64>, Stride<_64, _1>>{});
auto BLayout = composition(swizzle{}, Layout<Shape<_64, _64>, Stride<_1, _64>>{});
auto CLayout = make_layout(Shape<_64, _64>{}, LayoutLeft{});
test_cooperative_gemm<thread_block_size,
max_vec_bits,
TA,
TB,
TC>
(ALayout,
BLayout,
CLayout,
ALayout,
BLayout,
CLayout,
tiled_mma);
}
#endif