/*************************************************************************************************** * 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 #include // cute::Swizzle #include // 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, Layout, 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, Stride<_64, _1>>{}); auto b_layout = composition(swizzle, Layout, Stride<_1, _64>>{}); auto c_layout = make_layout(Shape<_64, _64>{}, LayoutLeft{}); test_cooperative_gemm (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, Layout, 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, Stride<_64, _1>>{}); auto BLayout = composition(swizzle{}, Layout, Stride<_1, _64>>{}); auto CLayout = make_layout(Shape<_64, _64>{}, LayoutLeft{}); test_cooperative_gemm (ALayout, BLayout, CLayout, ALayout, BLayout, CLayout, tiled_mma); } #endif #if defined(CUTE_ARCH_STSM_SM90_ENABLED) TEST(SM90_CuTe_Hopper, CooperativeGemmSTSM) { constexpr uint32_t thread_block_size = 128; constexpr int MaxVecBits = 128; using TA = cute::half_t; using TB = cute::half_t; using TC = cute::half_t; auto tiled_mma = TiledMMA< MMA_Atom, Layout, Stride<_1, _2, _0>>, Tile<_32, _32, _16> >{}; auto global_a_layout = make_layout(Shape<_64, _64>{}, LayoutRight{}); auto global_b_layout = make_layout(Shape<_64, _64>{}, LayoutRight{}); auto global_c_layout = make_layout(Shape<_64, _64>{}, LayoutRight{}); test_cooperative_gemm (global_a_layout, global_b_layout, global_c_layout, global_a_layout, global_b_layout, global_c_layout, tiled_mma, identity{}, identity{}, identity{}, identity{}, SM75_U32x4_LDSM_N{}, SM75_U32x4_LDSM_N{}, SM75_U32x4_LDSM_N{}, SM90_U32x4_STSM_N{}); } #endif