2976 lines
102 KiB
C++
2976 lines
102 KiB
C++
/***************************************************************************************************
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* Copyright (c) 2023 - 2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
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* SPDX-License-Identifier: BSD-3-Clause
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions are met:
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*
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* 1. Redistributions of source code must retain the above copyright notice, this
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* list of conditions and the following disclaimer.
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*
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* 2. Redistributions in binary form must reproduce the above copyright notice,
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* this list of conditions and the following disclaimer in the documentation
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* and/or other materials provided with the distribution.
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*
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* 3. Neither the name of the copyright holder nor the names of its
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* contributors may be used to endorse or promote products derived from
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* this software without specific prior written permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
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* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
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* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
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* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
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* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
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* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
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* OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*
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**************************************************************************************************/
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#pragma once
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#include <cute/arch/mma_sm90.hpp>
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#include <cute/atom/mma_traits.hpp>
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#include <cute/tensor.hpp>
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namespace cute {
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namespace GMMA {
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///////////////////////////////////////////
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// Common layouts for GMMA Shared Memory //
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///////////////////////////////////////////
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// M|N-major GMMA layouts in units of bits
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using Layout_MN_INTER_Atom_Bits = Layout<Shape<_128,_8>,Stride<_1,_128>>;
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using Layout_MN_SW32_Atom_Bits = ComposedLayout<Swizzle<1,4,3>, smem_ptr_flag, Layout<Shape< _256,_8>,Stride<_1, _256>>>;
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using Layout_MN_SW64_Atom_Bits = ComposedLayout<Swizzle<2,4,3>, smem_ptr_flag, Layout<Shape< _512,_8>,Stride<_1, _512>>>;
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using Layout_MN_SW128_Atom_Bits = ComposedLayout<Swizzle<3,4,3>, smem_ptr_flag, Layout<Shape<_1024,_8>,Stride<_1,_1024>>>;
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// K-major GMMA layouts in units of bits
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using Layout_K_INTER_Atom_Bits = Layout<Shape<_8,_128>,Stride<_128,_1>>;
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using Layout_K_SW32_Atom_Bits = ComposedLayout<Swizzle<1,4,3>, smem_ptr_flag, Layout<Shape<_8, _256>,Stride< _256,_1>>>;
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using Layout_K_SW64_Atom_Bits = ComposedLayout<Swizzle<2,4,3>, smem_ptr_flag, Layout<Shape<_8, _512>,Stride< _512,_1>>>;
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using Layout_K_SW128_Atom_Bits = ComposedLayout<Swizzle<3,4,3>, smem_ptr_flag, Layout<Shape<_8,_1024>,Stride<_1024,_1>>>;
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// M|N-major layouts in units of Type
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template <class Type>
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using Layout_MN_INTER_Atom = decltype(upcast<sizeof_bits<Type>::value>(Layout_MN_INTER_Atom_Bits{}));
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template <class Type>
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using Layout_MN_SW32_Atom = decltype(upcast<sizeof_bits<Type>::value>(Layout_MN_SW32_Atom_Bits{}));
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template <class Type>
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using Layout_MN_SW64_Atom = decltype(upcast<sizeof_bits<Type>::value>(Layout_MN_SW64_Atom_Bits{}));
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template <class Type>
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using Layout_MN_SW128_Atom = decltype(upcast<sizeof_bits<Type>::value>(Layout_MN_SW128_Atom_Bits{}));
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// K-major layouts in units of Type
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template <class Type>
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using Layout_K_INTER_Atom = decltype(upcast<sizeof_bits<Type>::value>(Layout_K_INTER_Atom_Bits{}));
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template <class Type>
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using Layout_K_SW32_Atom = decltype(upcast<sizeof_bits<Type>::value>(Layout_K_SW32_Atom_Bits{}));
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template <class Type>
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using Layout_K_SW64_Atom = decltype(upcast<sizeof_bits<Type>::value>(Layout_K_SW64_Atom_Bits{}));
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template <class Type>
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using Layout_K_SW128_Atom = decltype(upcast<sizeof_bits<Type>::value>(Layout_K_SW128_Atom_Bits{}));
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// With GMMA::Major param
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template <class Type, GMMA::Major tnsp>
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using Layout_INTER_Atom = typename std::conditional<tnsp == GMMA::Major::MN,
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Layout_MN_INTER_Atom<Type>,
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Layout_K_INTER_Atom<Type>>::type;
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template <class Type, GMMA::Major tnsp>
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using Layout_SW32_Atom = typename std::conditional<tnsp == GMMA::Major::MN,
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Layout_MN_SW32_Atom<Type>,
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Layout_K_SW32_Atom<Type>>::type;
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template <class Type, GMMA::Major tnsp>
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using Layout_SW64_Atom = typename std::conditional<tnsp == GMMA::Major::MN,
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Layout_MN_SW64_Atom<Type>,
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Layout_K_SW64_Atom<Type>>::type;
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template <class Type, GMMA::Major tnsp>
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using Layout_SW128_Atom = typename std::conditional<tnsp == GMMA::Major::MN,
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Layout_MN_SW128_Atom<Type>,
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Layout_K_SW128_Atom<Type>>::type;
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// Helper for GMMA smem selection that considers a tensor TileShape:
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// (BLK_MN, BLK_K)
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// or hierarchically
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// ((BLK_MN0,BLK_MN1,...),(BLK_K0,BLK_K1,...))
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// and returns the largest GMMA::Layout that fits BLK_MN0 and BLK_K0
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template <GMMA::Major major, class ElementType, class BLK_MN, class BLK_K>
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CUTE_HOST_DEVICE constexpr
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auto
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smem_selector()
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{
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auto BLK_MN0 = size<0>(BLK_MN{});
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auto BLK_K0 = size<0>(BLK_K{});
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static_assert(BLK_MN0 % 8 == 0, "BLK_MN0 must be a multiple of 8.");
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static_assert(BLK_K0 % 8 == 0, "BLK_K0 must be a multiple of 8.");
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if constexpr (major == GMMA::Major::MN) {
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if constexpr (BLK_MN0 % size<0>(GMMA::Layout_MN_SW128_Atom<ElementType>{}) == 0) {
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return GMMA::Layout_MN_SW128_Atom<ElementType>{};
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} else if constexpr (BLK_MN0 % size<0>(GMMA::Layout_MN_SW64_Atom<ElementType>{}) == 0) {
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return GMMA::Layout_MN_SW64_Atom<ElementType>{};
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} else if constexpr (BLK_MN0 % size<0>(GMMA::Layout_MN_SW32_Atom<ElementType>{}) == 0) {
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return GMMA::Layout_MN_SW32_Atom<ElementType>{};
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} else if constexpr (BLK_MN0 % size<0>(GMMA::Layout_MN_INTER_Atom<ElementType>{}) == 0) {
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return GMMA::Layout_MN_INTER_Atom<ElementType>{};
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} else {
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static_assert(BLK_MN0 % size<0>(GMMA::Layout_MN_INTER_Atom<ElementType>{}) == 0,
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"BLK_MN0 must be a multiple of size<0>(GMMA::Layout_MN_INTER_Atom<ElementType>{})");
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}
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} else if constexpr (major == GMMA::Major::K) {
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if constexpr (BLK_K0 % size<1>(GMMA::Layout_K_SW128_Atom<ElementType>{}) == 0) {
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return GMMA::Layout_K_SW128_Atom<ElementType>{};
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} else if constexpr (BLK_K0 % size<1>(GMMA::Layout_K_SW64_Atom<ElementType>{}) == 0) {
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return GMMA::Layout_K_SW64_Atom<ElementType>{};
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} else if constexpr (BLK_K0 % size<1>(GMMA::Layout_K_SW32_Atom<ElementType>{}) == 0) {
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return GMMA::Layout_K_SW32_Atom<ElementType>{};
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} else if constexpr (BLK_K0 % size<1>(GMMA::Layout_K_INTER_Atom<ElementType>{}) == 0) {
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return GMMA::Layout_K_INTER_Atom<ElementType>{};
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} else {
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static_assert(BLK_K0 % size<1>(GMMA::Layout_K_INTER_Atom<ElementType>{}) == 0,
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"BLK_K0 must be a multiple of size<1>(GMMA::Layout_K_INTER_Atom<ElementType>{})");
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}
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}
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}
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//
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// Tensor to LayoutType utility
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//
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// smem_ptr_swizzle LayoutType
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template <int B, int M, int S, class Shape, class Stride>
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CUTE_HOST_DEVICE constexpr
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LayoutType
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layout_type(Tensor<ViewEngine<smem_ptr_swizzle<const uint128_t, Swizzle<B,M,S>>>,
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Layout<Shape,Stride>> const&)
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{
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static_assert(M == 4, "Unsupported layout swizzle");
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static_assert(0 <= B && B <= 3, "Unsupported layout swizzle");
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static_assert(S == 3, "Unsupported layout swizzle");
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switch (B) {
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case 0: return LayoutType::INTERLEAVE;
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case 1: return LayoutType::B32;
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case 2: return LayoutType::B64;
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case 3: return LayoutType::B128;
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}
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return LayoutType::INTERLEAVE; // ERROR
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}
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// smem_ptr non-swizzled LayoutType
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template <class Shape, class Stride>
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CUTE_HOST_DEVICE constexpr
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LayoutType
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layout_type(Tensor<ViewEngine<smem_ptr<const uint128_t>>,
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Layout<Shape,Stride>> const&)
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{
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return LayoutType::INTERLEAVE;
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}
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///////////////////////////////////////////////////////////////////////////////
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// Construction method for GMMA Descriptors
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///////////////////////////////////////////////////////////////////////////////
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/**
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* ///////////////////////////////
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* // make_gmma_desc<Major::MN> //
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* ///////////////////////////////
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* Each GmmaDescriptor Major-MN describes a canonical layout of the form
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*
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* LayoutType::INTERLEAVE : Swizzle<0,4,3> o smem_ptr o ((T,1,m),(8,k)):((1,T,SBO),(1T,LBO))
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* LayoutType::B32 : Swizzle<1,4,3> o smem_ptr o ((T,2,m),(8,k)):((1,T,LBO),(2T,SBO))
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* LayoutType::B64 : Swizzle<2,4,3> o smem_ptr o ((T,4,m),(8,k)):((1,T,LBO),(4T,SBO))
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* LayoutType::B128 : Swizzle<3,4,3> o smem_ptr o ((T,8,m),(8,k)):((1,T,LBO),(8T,SBO))
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*
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* where
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* T : sizeof(uint128_t) / sizeof(value_type)
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* m : integer in [1,16] corresponding to GMMA shape
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* k : integer in [1,32] corresponding to GMMA shape
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* SBO: stride byte offset
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* LBO: leading byte offset
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*
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* See GMMA::Layout_MN_XXX_Atom<value_type> for building canonical GmmaDescriptor Major-MN layouts.
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* For example,
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* auto smem_layout = tile_to_shape(Layout_MN_SW128_Atom<value_type>{}, Shape<_128,_64>{});
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* is guaranteed to be accepted by make_gmma_desc<Major::MN> for appropriate value_type.
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*
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* //////////////////////////////
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* // make_gmma_desc<Major::K> //
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* //////////////////////////////
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* Each GmmaDescriptor Major-K describes a canonical layout of the form
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*
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* LayoutType::INTERLEAVE : Swizzle<0,4,3> o smem_ptr o ((8,m),(T,2)):((1T,SBO),(1,LBO))
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* LayoutType::B32 : Swizzle<1,4,3> o smem_ptr o ((8,m),(T,2)):((2T,SBO),(1, T ))
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* LayoutType::B64 : Swizzle<2,4,3> o smem_ptr o ((8,m),(T,2)):((4T,SBO),(1, T ))
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* LayoutType::B128 : Swizzle<3,4,3> o smem_ptr o ((8,m),(T,2)):((8T,SBO),(1, T ))
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*
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* See GMMA::Layout_K_XXX_Atom<value_type> for building canonical GmmaDescriptor Major-K layouts.
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* For example,
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* auto smem_layout = tile_to_shape(Layout_K_SW128_Atom<value_type>{}, Shape<_128,_64>{});
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* is guaranteed to be accepted by make_gmma_desc<Major::K> for appropriate value_type.
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*/
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template <GMMA::Major MajorMode, class TEngine, class TLayout>
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CUTE_HOST_DEVICE constexpr
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GmmaDescriptor
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make_gmma_desc(Tensor<TEngine,TLayout> const& tensor)
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{
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static_assert(is_smem<TEngine>::value, "GMMA Descriptors can only be constructed on smem.");
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static_assert(TLayout::rank == 2, "GMMA Descriptors can only be constructed on rank-2 tensors.");
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using value_type = typename TEngine::value_type;
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Tensor u128_tensor = recast<uint128_t const>(tensor);
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// Result
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GmmaDescriptor desc;
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// Layout type
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constexpr GMMA::LayoutType LAYOUT_TYPE = GMMA::layout_type(u128_tensor);
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desc.layout_type_ = uint8_t(LAYOUT_TYPE);
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// Start address (4LSB not included)
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uint32_t start_address = cast_smem_ptr_to_uint(u128_tensor.data().get());
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desc.start_address_ = start_address >> 4;
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constexpr uint8_t base_offset = 0;
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desc.base_offset_ = base_offset;
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// LayoutType meta
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constexpr int W = LAYOUT_TYPE == GMMA::LayoutType::INTERLEAVE ? 1 :
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LAYOUT_TYPE == GMMA::LayoutType::B32 ? 2 :
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LAYOUT_TYPE == GMMA::LayoutType::B64 ? 4 :
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LAYOUT_TYPE == GMMA::LayoutType::B128 ? 8 : -1;
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if constexpr (MajorMode == GMMA::Major::MN)
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{
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/* In units of uint128_t, each GmmaDescriptor Major-MN describes a canonical layout of the form
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*
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* LayoutType::INTERLEAVE : Swizzle<0,4,3> o smem_ptr o ((1,n),(8,k)):((X,SBO),(1,LBO))
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* LayoutType::B32 : Swizzle<1,4,3> o smem_ptr o ((2,n),(8,k)):((1,LBO),(2,SBO))
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* LayoutType::B64 : Swizzle<2,4,3> o smem_ptr o ((4,n),(8,k)):((1,LBO),(4,SBO))
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* LayoutType::B128 : Swizzle<3,4,3> o smem_ptr o ((8,n),(8,k)):((1,LBO),(8,SBO))
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*/
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static_assert(size<1>(u128_tensor) == Int<(256 / cute::sizeof_bits<value_type>::value)>{}, // K size
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"Not a canonical GMMA_MN Layout: Expected K-size 256/sizeof_bits<T>.");
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// Construct the canonical GMMA T Layout with shape ((W,n),(8,2))
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Layout canonical_layout = logical_divide(layout(u128_tensor), make_tile(Layout<Int<W>,_1>{}, Layout<Int<8>,_1>{}));
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// Check ranks of canonical
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CUTE_STATIC_ASSERT_V(rank<0>(canonical_layout) == Int<2>{}, "Not a canonical GMMA_MN Layout: No flat offset mode");
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CUTE_STATIC_ASSERT_V(rank<1>(canonical_layout) == Int<2>{}, "Not a canonical GMMA_MN Layout: No flat offset mode");
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// Check canonical mode strides
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constexpr uint32_t stride_00 = stride<0,0>(canonical_layout);
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constexpr uint32_t expected_stride_00 = LAYOUT_TYPE == GMMA::LayoutType::INTERLEAVE ? stride<0,0>(canonical_layout) : 1;
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static_assert(stride_00 == expected_stride_00, "Not a canonical GMMA_MN Layout: Expected stride failure.");
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constexpr uint32_t stride_10 = stride<1,0>(canonical_layout);
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constexpr uint32_t expected_stride_10 = W;
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static_assert(stride_10 == expected_stride_10, "Not a canonical GMMA_MN Layout: Expected stride failure.");
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// stride dimension byte offset and leading dimension byte offset (4LSB not included == uint128_t units)
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constexpr uint32_t stride_01 = stride<0,1>(canonical_layout);
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constexpr uint32_t stride_11 = stride<1,1>(canonical_layout);
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desc.stride_byte_offset_ = (LAYOUT_TYPE == GMMA::LayoutType::INTERLEAVE) ? stride_01 : stride_11;
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desc.leading_byte_offset_ = (LAYOUT_TYPE == GMMA::LayoutType::INTERLEAVE) ? stride_11 : stride_01;
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}
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else if constexpr (MajorMode == GMMA::Major::K)
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{
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/* In units of uint128_t, each GmmaDescriptor Major-K describes a canonical layout of the form
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*
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* LayoutType::INTERLEAVE : Swizzle<0,4,3> o smem_ptr o ((8,n),2):((1,SBO),LBO)
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* LayoutType::B32 : Swizzle<1,4,3> o smem_ptr o ((8,n),2):((2,SBO),1)
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* LayoutType::B64 : Swizzle<2,4,3> o smem_ptr o ((8,n),2):((4,SBO),1)
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* LayoutType::B128 : Swizzle<3,4,3> o smem_ptr o ((8,n),2):((8,SBO),1)
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*/
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CUTE_STATIC_ASSERT_V(size<0>(u128_tensor) % Int<8>{} == Int<0>{}, // N|M size
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"Not a canonical GMMA_K Layout: Expected MN-size multiple of 8.");
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CUTE_STATIC_ASSERT_V(size<1>(u128_tensor) == Int<2>{}, // K size
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"Not a canonical GMMA_K Layout: Expected K-size 2 (in units of uint128_t).");
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// Construct the canonical GMMA N Layout with shape ((8,n),(2,1))
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Layout canonical_layout = logical_divide(layout(u128_tensor), make_tile(Layout<_8,_1>{}, Layout<_2,_1>{}));
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// Check ranks of canonical
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CUTE_STATIC_ASSERT_V(rank<0>(canonical_layout) == Int<2>{}, "Not a canonical GMMA_K Layout: No flat offset mode");
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CUTE_STATIC_ASSERT_V(rank<1>(canonical_layout) == Int<2>{}, "Not a canonical GMMA_K Layout: No flat offset mode");
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// Check canonical mode strides
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constexpr uint32_t stride_00 = stride<0,0>(canonical_layout);
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constexpr uint32_t expected_stride_00 = W;
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static_assert(stride_00 == expected_stride_00, "Not a canonical GMMA_K Layout: Expected stride failure.");
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constexpr uint32_t stride_10 = stride<1,0>(canonical_layout);
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constexpr uint32_t expected_stride_10 = (LAYOUT_TYPE == GMMA::LayoutType::INTERLEAVE) ? stride<1,0>(canonical_layout) : 1;
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static_assert(stride_10 == expected_stride_10, "Not a canonical GMMA_K Layout: Expected stride failure.");
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// stride dimension byte offset and leading dimension byte offset (4LSB not included == uint128_t units)
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constexpr uint32_t stride_01 = stride<0,1>(canonical_layout);
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desc.stride_byte_offset_ = stride_01;
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desc.leading_byte_offset_ = stride_10;
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} else {
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static_assert(MajorMode != GMMA::Major::MN && MajorMode != GMMA::Major::K, "Unrecognized MajorMode!");
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}
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#if 0
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// DEBUG and SANITY
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assert((start_address & 0b0000001111) == 0); // Must be 16B aligned (4LSB are 0) no negotiation
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assert((start_address & 0b1110000000) == 0); // Assert base_offset is 0, generalize later
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if (thread0()) {
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print("smem_desc input tensor: "); print(tensor.data()); print(" o "); print(tensor.layout()); print("\n");
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print("smem_desc uint128_t tensor: "); print(u128_tensor.data()); print(" o "); print(u128_tensor.layout()); print("\n");
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//print(" desc canonical layout: "); print(canonical_layout); print("\n");
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print(desc);
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}
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#endif
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return desc;
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}
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///////////////////////////////////////////////////////////////////////////////
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// Higher level GMMA Descriptor utilities
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///////////////////////////////////////////////////////////////////////////////
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struct gmma_descriptor_iterator
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{
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GmmaDescriptor desc_;
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// Dereference returns the GmmaDescriptor
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CUTE_HOST_DEVICE constexpr
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GmmaDescriptor const& operator*() const { return desc_; }
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// Advance and return a new GmmaDescriptor
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template <class Index>
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CUTE_HOST_DEVICE constexpr
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GmmaDescriptor operator[](Index const& i) const { return *(*this + i); }
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// Return an advanced iterator
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template <class Index>
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CUTE_HOST_DEVICE constexpr
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gmma_descriptor_iterator operator+(Index const& offset) const
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{
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// offset is in the units of uint128_t (4LSB of start_address not included)
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//GmmaDescriptor desc = desc_;
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//desc.start_address_ += uint16_t(offset);
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//desc.reg32_[0] += uint16_t(offset); // Generates better asm than adding to the bitfield
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// May need to update base_offset if swizzle alignment isn't guaranteed
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//desc.base_offset_ = 0;
|
|
//assert((desc.start_address_ & 0b111000) == 0); // Assert base_offset is 0, generalize later
|
|
|
|
//return {desc};
|
|
|
|
// The above seems to not work for some reason...
|
|
return {desc_ + uint64_t(offset)};
|
|
}
|
|
};
|
|
|
|
template <GMMA::Major>
|
|
struct smem_desc : gmma_descriptor_iterator {};
|
|
|
|
template <GMMA::Major MajorMode, class TEngine, class TLayout>
|
|
CUTE_HOST_DEVICE constexpr
|
|
auto
|
|
make_gmma_desc_fragment(Tensor<TEngine,TLayout> const& t)
|
|
{
|
|
// Cast to a uint128_t tensor for GMMA Desc iteration
|
|
return make_tensor(gmma_descriptor_iterator{make_gmma_desc<MajorMode>(tensor<0>(t))},
|
|
recast<uint128_t const>(t).layout());
|
|
}
|
|
|
|
// Recast a tensor to a tensor of gmma_descriptor_iterator
|
|
template <class Tensor, GMMA::Major MajorMode>
|
|
CUTE_HOST_DEVICE constexpr
|
|
auto
|
|
recast(Tensor&& tensor, type_list<smem_desc<MajorMode>>)
|
|
{
|
|
return make_gmma_desc_fragment<MajorMode>(tensor);
|
|
}
|
|
|
|
// Recast a gmma_descriptor_iterator Tensor to uint64_t, it's RegType
|
|
template <class TLayout, class NewT>
|
|
CUTE_HOST_DEVICE constexpr
|
|
auto
|
|
recast(Tensor<ViewEngine<gmma_descriptor_iterator>,TLayout> const& tensor, type_list<NewT>)
|
|
{
|
|
static_assert(std::is_same<NewT, uint64_t>::value, "Can only cast descriptors to uint64_t.");
|
|
return make_tensor(tensor.data(), Layout<_1,_0>{});
|
|
}
|
|
|
|
} // end namespace GMMA
|
|
|
|
// Fence between the async destination accumulators of GMMA & source for their dependent use
|
|
template<class Engine, class Layout>
|
|
CUTE_HOST_DEVICE
|
|
void
|
|
warpgroup_fence_operand(Tensor<Engine, Layout>& frg) {
|
|
CUTE_STATIC_ASSERT(is_static<Layout>::value);
|
|
if constexpr (std::is_same_v<typename Engine::value_type, float>) {
|
|
auto f32_frg = recast<float>(frg);
|
|
CUTE_UNROLL
|
|
for (int i = 0; i < size(f32_frg); ++i) {
|
|
warpgroup_fence_operand(f32_frg(i));
|
|
}
|
|
}
|
|
else {
|
|
CUTE_STATIC_ASSERT(is_rmem<Engine>::value);
|
|
auto u32_frg = recast<uint32_t>(frg);
|
|
CUTE_UNROLL
|
|
for (int i = 0; i < size(u32_frg); ++i) {
|
|
warpgroup_fence_operand(u32_frg(i));
|
|
}
|
|
}
|
|
}
|
|
|
|
///////////////////////////////////////////////////////////////////////////////
|
|
//////////////////////////// MMA_TRAITS ///////////////////////////////////////
|
|
///////////////////////////////////////////////////////////////////////////////
|
|
|
|
namespace GMMA {
|
|
|
|
// Accumulator layouts
|
|
using CLayout_64x8 = Layout<Shape <Shape < _4,_8, _4>,Shape < _2,_2>>,
|
|
Stride<Stride<_128,_1,_16>,Stride<_64,_8>>>;
|
|
|
|
using CLayout_64x16 = Layout<Shape <Shape < _4,_8, _4>,Shape < _2,_2, _2>>,
|
|
Stride<Stride<_128,_1,_16>,Stride<_64,_8,_512>>>;
|
|
|
|
using CLayout_64x32 = Layout<Shape <Shape < _4,_8, _4>,Shape < _2,_2, _4>>,
|
|
Stride<Stride<_128,_1,_16>,Stride<_64,_8,_512>>>;
|
|
|
|
using CLayout_64x64 = Layout<Shape <Shape < _4,_8, _4>,Shape < _2,_2, _8>>,
|
|
Stride<Stride<_128,_1,_16>,Stride<_64,_8,_512>>>;
|
|
|
|
using CLayout_64x96 = Layout<Shape <Shape < _4,_8, _4>,Shape < _2,_2, _12>>,
|
|
Stride<Stride<_128,_1,_16>,Stride<_64,_8,_512>>>;
|
|
|
|
using CLayout_64x128 = Layout<Shape <Shape < _4,_8, _4>,Shape < _2,_2, _16>>,
|
|
Stride<Stride<_128,_1,_16>,Stride<_64,_8,_512>>>;
|
|
|
|
using CLayout_64x192 = Layout<Shape <Shape < _4,_8, _4>,Shape < _2,_2, _24>>,
|
|
Stride<Stride<_128,_1,_16>,Stride<_64,_8,_512>>>;
|
|
|
|
using CLayout_64x256 = Layout<Shape <Shape < _4,_8, _4>,Shape < _2,_2, _32>>,
|
|
Stride<Stride<_128,_1,_16>,Stride<_64,_8,_512>>>;
|
|
|
|
// Register source layout for 32-bit value types
|
|
using ALayout_64x8 = Layout<Shape <Shape < _4,_8, _4>,Shape < _2, _2>>,
|
|
Stride<Stride< _64,_1,_16>,Stride< _8,_256>>>;
|
|
|
|
// Register source layout for 16-bit value types
|
|
using ALayout_64x16 = CLayout_64x16;
|
|
|
|
// Register source layout for 8-bit value types
|
|
using ALayout_64x32 = Layout<Shape <Shape < _4,_8, _4>,Shape < _4,_2, _2>>,
|
|
Stride<Stride<_256,_1,_16>,Stride<_64,_8,_1024>>>;
|
|
|
|
// Shared memory source layouts for any value type
|
|
template <int M, int K>
|
|
using ABLayout = Layout<Shape <_128,Shape <Int<M>,Int<K>>>,
|
|
Stride< _0,Stride< _1,Int<M>>>>;
|
|
|
|
} // namespace GMMA
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x8x16_F16F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 8, 16>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x8x16_F16F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 8, 16>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x16x16_F16F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 16, 16>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x16x16_F16F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 16, 16>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x32x16_F16F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 32, 16>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x32x16_F16F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 32, 16>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x64x16_F16F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 64, 16>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x64x16_F16F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 64, 16>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x96x16_F16F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 96, 16>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x96x16_F16F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 96, 16>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x128x16_F16F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout<128, 16>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x128x16_F16F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout<128, 16>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x192x16_F16F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout<192, 16>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x192x16_F16F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout<192, 16>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x256x16_F16F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout<256, 16>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x256x16_F16F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = half_t;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = half_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout<256, 16>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x8x16_F32F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 8, 16>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x8x16_F32F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 8, 16>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x16x16_F32F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 16, 16>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x16x16_F32F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 16, 16>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x32x16_F32F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 32, 16>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x32x16_F32F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 32, 16>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x64x16_F32F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 64, 16>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x64x16_F32F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 64, 16>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x96x16_F32F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 96, 16>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x96x16_F32F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 96, 16>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x128x16_F32F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout<128, 16>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x128x16_F32F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout<128, 16>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x192x16_F32F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout<192, 16>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x192x16_F32F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout<192, 16>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x256x16_F32F16F16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout<256, 16>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x256x16_F32F16F16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = half_t;
|
|
using ElementBVal = half_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout<256, 16>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x8x16_F32BF16BF16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 8, 16>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x8x16_F32BF16BF16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 8, 16>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x16x16_F32BF16BF16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 16, 16>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x16x16_F32BF16BF16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 16, 16>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x32x16_F32BF16BF16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 32, 16>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x32x16_F32BF16BF16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 32, 16>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x64x16_F32BF16BF16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 64, 16>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x64x16_F32BF16BF16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 64, 16>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x96x16_F32BF16BF16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout< 96, 16>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x96x16_F32BF16BF16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout< 96, 16>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x128x16_F32BF16BF16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout<128, 16>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x128x16_F32BF16BF16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout<128, 16>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x192x16_F32BF16BF16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout<192, 16>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x192x16_F32BF16BF16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout<192, 16>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x256x16_F32BF16BF16_SS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<tnspA>;
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 16>;
|
|
using BLayout = GMMA::ABLayout<256, 16>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x256x16_F32BF16BF16_RS<tnspA, tnspB, scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = bfloat16_t;
|
|
using ElementBVal = bfloat16_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<tnspB>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_16>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x16;
|
|
using BLayout = GMMA::ABLayout<256, 16>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x8x8_F32TF32TF32_SS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 8>;
|
|
using BLayout = GMMA::ABLayout< 8, 8>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x8x8_F32TF32TF32_RS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x8;
|
|
using BLayout = GMMA::ABLayout< 8, 8>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x16x8_F32TF32TF32_SS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 8>;
|
|
using BLayout = GMMA::ABLayout< 16, 8>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x16x8_F32TF32TF32_RS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x8;
|
|
using BLayout = GMMA::ABLayout< 16, 8>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x32x8_F32TF32TF32_SS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 8>;
|
|
using BLayout = GMMA::ABLayout< 32, 8>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x32x8_F32TF32TF32_RS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x8;
|
|
using BLayout = GMMA::ABLayout< 32, 8>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x64x8_F32TF32TF32_SS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 8>;
|
|
using BLayout = GMMA::ABLayout< 64, 8>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x64x8_F32TF32TF32_RS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x8;
|
|
using BLayout = GMMA::ABLayout< 64, 8>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x96x8_F32TF32TF32_SS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 8>;
|
|
using BLayout = GMMA::ABLayout< 96, 8>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x96x8_F32TF32TF32_RS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x8;
|
|
using BLayout = GMMA::ABLayout< 96, 8>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x128x8_F32TF32TF32_SS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 8>;
|
|
using BLayout = GMMA::ABLayout<128, 8>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x128x8_F32TF32TF32_RS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x8;
|
|
using BLayout = GMMA::ABLayout<128, 8>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x192x8_F32TF32TF32_SS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 8>;
|
|
using BLayout = GMMA::ABLayout<192, 8>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x192x8_F32TF32TF32_RS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x8;
|
|
using BLayout = GMMA::ABLayout<192, 8>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x256x8_F32TF32TF32_SS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 8>;
|
|
using BLayout = GMMA::ABLayout<256, 8>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
|
|
struct MMA_Traits<SM90_64x256x8_F32TF32TF32_RS_TN<scaleD, scaleA, scaleB>>
|
|
{
|
|
using ElementDVal = float;
|
|
using ElementAVal = tfloat32_t;
|
|
using ElementBVal = tfloat32_t;
|
|
using ElementCVal = float;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_8>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x8;
|
|
using BLayout = GMMA::ABLayout<256, 8>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x8x32_S32S8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 8, 32>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x16x32_S32S8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 16, 32>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x32x32_S32S8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 32, 32>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x64x32_S32S8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 64, 32>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x96x32_S32S8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 96, 32>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x128x32_S32S8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<128, 32>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x192x32_S32S8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<192, 32>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x256x32_S32S8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<256, 32>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x8x32_S32S8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 8, 32>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x16x32_S32S8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 16, 32>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x32x32_S32S8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 32, 32>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x64x32_S32S8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 64, 32>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x96x32_S32S8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 96, 32>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x128x32_S32S8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<128, 32>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x192x32_S32S8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<192, 32>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x256x32_S32S8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<256, 32>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x8x32_S32S8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 8, 32>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x16x32_S32S8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 16, 32>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x32x32_S32S8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 32, 32>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x64x32_S32S8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 64, 32>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x96x32_S32S8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 96, 32>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x128x32_S32S8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<128, 32>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x192x32_S32S8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<192, 32>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x256x32_S32S8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<256, 32>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x8x32_S32S8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 8, 32>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x16x32_S32S8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 16, 32>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x32x32_S32S8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 32, 32>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x64x32_S32S8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 64, 32>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x96x32_S32S8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 96, 32>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x128x32_S32S8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<128, 32>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x192x32_S32S8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<192, 32>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x256x32_S32S8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = int8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<256, 32>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x8x32_S32U8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 8, 32>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x16x32_S32U8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 16, 32>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x32x32_S32U8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 32, 32>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x64x32_S32U8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 64, 32>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x96x32_S32U8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 96, 32>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x128x32_S32U8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<128, 32>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x192x32_S32U8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<192, 32>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x256x32_S32U8S8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<256, 32>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x8x32_S32U8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 8, 32>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x16x32_S32U8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 16, 32>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x32x32_S32U8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 32, 32>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x64x32_S32U8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 64, 32>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x96x32_S32U8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 96, 32>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x128x32_S32U8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<128, 32>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x192x32_S32U8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<192, 32>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x256x32_S32U8S8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = int8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<256, 32>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x8x32_S32U8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 8, 32>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x16x32_S32U8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 16, 32>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x32x32_S32U8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 32, 32>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x64x32_S32U8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 64, 32>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x96x32_S32U8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout< 96, 32>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x128x32_S32U8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<128, 32>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x192x32_S32U8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<192, 32>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x256x32_S32U8U8_SS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementAFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ABLayout< 64, 32>;
|
|
using BLayout = GMMA::ABLayout<256, 32>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x8x32_S32U8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_8,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 8, 32>;
|
|
using CLayout = GMMA::CLayout_64x8;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x16x32_S32U8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_16,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 16, 32>;
|
|
using CLayout = GMMA::CLayout_64x16;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x32x32_S32U8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_32,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 32, 32>;
|
|
using CLayout = GMMA::CLayout_64x32;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x64x32_S32U8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_64,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 64, 32>;
|
|
using CLayout = GMMA::CLayout_64x64;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x96x32_S32U8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_96,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout< 96, 32>;
|
|
using CLayout = GMMA::CLayout_64x96;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x128x32_S32U8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_128,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<128, 32>;
|
|
using CLayout = GMMA::CLayout_64x128;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x192x32_S32U8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_192,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<192, 32>;
|
|
using CLayout = GMMA::CLayout_64x192;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
template <GMMA::ScaleOut scaleD>
|
|
struct MMA_Traits<SM90_64x256x32_S32U8U8_RS_TN<scaleD>>
|
|
{
|
|
using ElementDVal = int32_t;
|
|
using ElementAVal = uint8_t;
|
|
using ElementBVal = uint8_t;
|
|
using ElementCVal = int32_t;
|
|
|
|
using ElementBFrg = GMMA::smem_desc<GMMA::Major::K>;
|
|
|
|
using Shape_MNK = Shape<_64,_256,_32>;
|
|
using ThrID = Layout<_128>;
|
|
using ALayout = GMMA::ALayout_64x32;
|
|
using BLayout = GMMA::ABLayout<256, 32>;
|
|
using CLayout = GMMA::CLayout_64x256;
|
|
};
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
} // end namespace cute
|