/*************************************************************************************************** * Copyright (c) 2023 - 2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved. * SPDX-License-Identifier: BSD-3-Clause * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * * 1. Redistributions of source code must retain the above copyright notice, this * list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright notice, * this list of conditions and the following disclaimer in the documentation * and/or other materials provided with the distribution. * * 3. Neither the name of the copyright holder nor the names of its * contributors may be used to endorse or promote products derived from * this software without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, * OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * **************************************************************************************************/ #pragma once #include #include #include #include #include namespace cute { namespace { // (T32,V1) -> (M8,N8) using SM80_8x4 = Layout,_1>, Stride,_0>>; // (T32,V2) -> (M8,N8) using SM80_8x8_Row = Layout,_2>, Stride,_8>>; // (T32,V4) -> (M8,N16) using SM80_8x16_Row = Layout,_4>, Stride,_8>>; // (T32,V4) -> (M16,N8) using SM80_16x8_Row = Layout,Shape < _2,_2>>, Stride,Stride<_16,_8>>>; } /////////////////////////////////////////////////////////////////////////////// //////////////////////// fp16 = fp16 * fp16 + fp16 //////////////////////////// /////////////////////////////////////////////////////////////////////////////// template <> struct MMA_Traits { using ElementDVal = half_t; using ElementAVal = half_t; using ElementBVal = half_t; using ElementCVal = half_t; using Shape_MNK = Shape<_16,_8,_8>; using ThrID = Layout<_32>; using ALayout = SM80_16x8_Row; using BLayout = SM80_8x8_Row; using CLayout = SM80_16x8_Row; }; template <> struct MMA_Traits { using ElementDVal = half_t; using ElementAVal = half_t; using ElementBVal = half_t; using ElementCVal = half_t; using Shape_MNK = Shape<_16,_8,_16>; using ThrID = Layout<_32>; using ALayout = Layout,Shape < _2,_2, _2>>, Stride,Stride<_16,_8,_128>>>; using BLayout = Layout,Shape <_2, _2>>, Stride,Stride<_8,_64>>>; using CLayout = SM80_16x8_Row; }; /////////////////////////////////////////////////////////////////////////////// //////////////////////// fp32 = fp16 * fp16 + fp32 //////////////////////////// /////////////////////////////////////////////////////////////////////////////// template <> struct MMA_Traits : MMA_Traits { using ElementDVal = float; using ElementAVal = half_t; using ElementBVal = half_t; using ElementCVal = float; }; template <> struct MMA_Traits : MMA_Traits { using ElementDVal = float; using ElementAVal = half_t; using ElementBVal = half_t; using ElementCVal = float; }; /////////////////////////////////////////////////////////////////////////////// //////////////////////// fp32 = bf16 * bf16 + fp32 //////////////////////////// /////////////////////////////////////////////////////////////////////////////// template <> struct MMA_Traits : MMA_Traits { using ElementDVal = float; using ElementAVal = bfloat16_t; using ElementBVal = bfloat16_t; using ElementCVal = float; }; template <> struct MMA_Traits : MMA_Traits { using ElementDVal = float; using ElementAVal = bfloat16_t; using ElementBVal = bfloat16_t; using ElementCVal = float; }; /////////////////////////////////////////////////////////////////////////////// //////////////////////// fp32 = tf32 * tf32 + fp32 //////////////////////////// /////////////////////////////////////////////////////////////////////////////// template <> struct MMA_Traits { using ElementDVal = float; using ElementAVal = cutlass::tfloat32_t; using ElementBVal = cutlass::tfloat32_t; using ElementCVal = float; using Shape_MNK = Shape<_16,_8,_4>; using ThrID = Layout<_32>; using ALayout = Layout,_2>, Stride,_8>>; using BLayout = SM80_8x4; using CLayout = SM80_16x8_Row; }; template <> struct MMA_Traits { using ElementDVal = float; using ElementAVal = cutlass::tfloat32_t; using ElementBVal = cutlass::tfloat32_t; using ElementCVal = float; using Shape_MNK = Shape<_16,_8,_8>; using ThrID = Layout<_32>; using ALayout = Layout,Shape <_2, _2>>, Stride,Stride<_8,_64>>>; using BLayout = Layout, _2>, Stride,_32>>; using CLayout = SM80_16x8_Row; }; /////////////////////////////////////////////////////////////////////////////// //////////////////////// fp64 = fp64 * fp64 + fp64 //////////////////////////// /////////////////////////////////////////////////////////////////////////////// template <> struct MMA_Traits { using ElementDVal = double; using ElementAVal = double; using ElementBVal = double; using ElementCVal = double; using Shape_MNK = Shape<_8,_8,_4>; using ThrID = Layout<_32>; using ALayout = SM80_8x4; using BLayout = SM80_8x4; using CLayout = SM80_8x8_Row; }; // Custom complex fp64 MMA composed of 4 fp64 MMAs -- same layouts template <> struct MMA_Traits : MMA_Traits { using ElementDVal = complex; using ElementAVal = complex; using ElementBVal = complex; using ElementCVal = complex; }; // Custom complex fp64 MMA composed of 3 fp64 MMAs -- same layouts template <> struct MMA_Traits : MMA_Traits { using ElementDVal = typename SM80_8x8x4_GC64C64C64GC64_TN::GaussComplex; using ElementAVal = complex; using ElementBVal = complex; using ElementCVal = typename SM80_8x8x4_GC64C64C64GC64_TN::GaussComplex; }; /////////////////////////////////////////////////////////////////////////////// /////////////////////////// s32 = s8 * s8 + s32 /////////////////////////////// /////////////////////////////////////////////////////////////////////////////// template <> struct MMA_Traits { using ElementDVal = int32_t; using ElementAVal = int8_t; using ElementBVal = int8_t; using ElementCVal = int32_t; using Shape_MNK = Shape<_8,_8,_16>; using ThrID = Layout<_32>; using ALayout = SM80_8x16_Row; using BLayout = SM80_8x16_Row; using CLayout = SM80_8x8_Row; }; template <> struct MMA_Traits : MMA_Traits {}; template <> struct MMA_Traits { using ElementDVal = int32_t; using ElementAVal = int8_t; using ElementBVal = int8_t; using ElementCVal = int32_t; using Shape_MNK = Shape<_16,_8,_16>; using ThrID = Layout<_32>; using ALayout = Layout,Shape < _4,_2>>, Stride,Stride<_16,_8>>>; using BLayout = SM80_8x16_Row; using CLayout = SM80_16x8_Row; }; template <> struct MMA_Traits : MMA_Traits {}; template <> struct MMA_Traits { using ElementDVal = int32_t; using ElementAVal = int8_t; using ElementBVal = int8_t; using ElementCVal = int32_t; using Shape_MNK = Shape<_16,_8,_32>; using ThrID = Layout<_32>; using ALayout = Layout,Shape < _4,_2, _2>>, Stride,Stride<_16,_8,_256>>>; using BLayout = Layout, Shape <_4, _2>>, Stride, Stride<_8,_128>>>; using CLayout = SM80_16x8_Row; }; template <> struct MMA_Traits : MMA_Traits {}; /////////////////////////////////////////////////////////////////////////////// /////////////////////////// s32 = s8 * u8 + s32 /////////////////////////////// /////////////////////////////////////////////////////////////////////////////// template <> struct MMA_Traits : MMA_Traits { using ElementDVal = int32_t; using ElementAVal = int8_t; using ElementBVal = uint8_t; using ElementCVal = int32_t; }; template <> struct MMA_Traits : MMA_Traits {}; template <> struct MMA_Traits : MMA_Traits { using ElementDVal = int32_t; using ElementAVal = int8_t; using ElementBVal = uint8_t; using ElementCVal = int32_t; }; template <> struct MMA_Traits : MMA_Traits {}; template <> struct MMA_Traits : MMA_Traits { using ElementDVal = int32_t; using ElementAVal = int8_t; using ElementBVal = uint8_t; using ElementCVal = int32_t; }; template <> struct MMA_Traits : MMA_Traits {}; /////////////////////////////////////////////////////////////////////////////// /////////////////////////// s32 = u8 * s8 + s32 /////////////////////////////// /////////////////////////////////////////////////////////////////////////////// template <> struct MMA_Traits : MMA_Traits { using ElementDVal = int32_t; using ElementAVal = uint8_t; using ElementBVal = int8_t; using ElementCVal = int32_t; }; template <> struct MMA_Traits : MMA_Traits {}; template <> struct MMA_Traits : MMA_Traits { using ElementDVal = int32_t; using ElementAVal = uint8_t; using ElementBVal = int8_t; using ElementCVal = int32_t; }; template <> struct MMA_Traits : MMA_Traits {}; template <> struct MMA_Traits : MMA_Traits { using ElementDVal = int32_t; using ElementAVal = uint8_t; using ElementBVal = int8_t; using ElementCVal = int32_t; }; template <> struct MMA_Traits : MMA_Traits {}; /////////////////////////////////////////////////////////////////////////////// /////////////////////////// s32 = u8 * u8 + s32 /////////////////////////////// /////////////////////////////////////////////////////////////////////////////// template <> struct MMA_Traits : MMA_Traits { using ElementDVal = int32_t; using ElementAVal = uint8_t; using ElementBVal = uint8_t; using ElementCVal = int32_t; }; template <> struct MMA_Traits : MMA_Traits {}; template <> struct MMA_Traits : MMA_Traits { using ElementDVal = int32_t; using ElementAVal = uint8_t; using ElementBVal = uint8_t; using ElementCVal = int32_t; }; template <> struct MMA_Traits : MMA_Traits {}; template <> struct MMA_Traits : MMA_Traits { using ElementDVal = int32_t; using ElementAVal = uint8_t; using ElementBVal = uint8_t; using ElementCVal = int32_t; }; template <> struct MMA_Traits : MMA_Traits {}; /////////////////////////////////////////////////////////////////////////////// /////////////////////////// s32 = b1 ^ b1 + s32 /////////////////////////////// /////////////////////////////////////////////////////////////////////////////// template <> struct MMA_Traits { using ElementDVal = int32_t; using ElementAVal = cute::uint1b_t; using ElementBVal = cute::uint1b_t; using ElementCVal = int32_t; using Shape_MNK = Shape<_16,_8,_256>; using ThrID = Layout<_32>; using ALayout = Layout>, Stride<_64,Stride<_64,_16,_8,_2048>>>; using BLayout = Layout>, Stride<_32,Stride< _1,_1024>>>; using CLayout = SM80_16x8_Row; }; } // end namespace cute