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mma_traits_sm90_gmma_sparse_ext.hpp
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/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice, this
* list of conditions and the following disclaimer.
*
* 2. Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* 3. Neither the name of the copyright holder nor the names of its
* contributors may be used to endorse or promote products derived from
* this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
* OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*
**************************************************************************************************/
#pragma once
#include <cute/arch/mma_sm90.hpp>
#include <cute/atom/mma_traits.hpp>
namespace cute {
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x24x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_24,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 24, 32>;
using CLayout = GMMA::CLayout_64x24;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x24x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_24,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 24, 32>;
using CLayout = GMMA::CLayout_64x24;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x40x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_40,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 40, 32>;
using CLayout = GMMA::CLayout_64x40;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x40x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_40,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 40, 32>;
using CLayout = GMMA::CLayout_64x40;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x48x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_48,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 48, 32>;
using CLayout = GMMA::CLayout_64x48;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x48x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_48,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 48, 32>;
using CLayout = GMMA::CLayout_64x48;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x56x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_56,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 56, 32>;
using CLayout = GMMA::CLayout_64x56;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x56x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_56,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 56, 32>;
using CLayout = GMMA::CLayout_64x56;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x72x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_72,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 72, 32>;
using CLayout = GMMA::CLayout_64x72;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x72x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_72,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 72, 32>;
using CLayout = GMMA::CLayout_64x72;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x80x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_80,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 80, 32>;
using CLayout = GMMA::CLayout_64x80;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x80x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_80,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 80, 32>;
using CLayout = GMMA::CLayout_64x80;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x88x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_88,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 88, 32>;
using CLayout = GMMA::CLayout_64x88;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x88x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_88,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout< 88, 32>;
using CLayout = GMMA::CLayout_64x88;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x104x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_104,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<104, 32>;
using CLayout = GMMA::CLayout_64x104;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x104x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_104,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<104, 32>;
using CLayout = GMMA::CLayout_64x104;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x112x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_112,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<112, 32>;
using CLayout = GMMA::CLayout_64x112;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x112x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_112,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<112, 32>;
using CLayout = GMMA::CLayout_64x112;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x120x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_120,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<120, 32>;
using CLayout = GMMA::CLayout_64x120;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x120x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_120,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<120, 32>;
using CLayout = GMMA::CLayout_64x120;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x136x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_136,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<136, 32>;
using CLayout = GMMA::CLayout_64x136;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x136x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_136,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<136, 32>;
using CLayout = GMMA::CLayout_64x136;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x144x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_144,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<144, 32>;
using CLayout = GMMA::CLayout_64x144;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x144x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_144,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<144, 32>;
using CLayout = GMMA::CLayout_64x144;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x152x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_152,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<152, 32>;
using CLayout = GMMA::CLayout_64x152;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x152x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_152,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<152, 32>;
using CLayout = GMMA::CLayout_64x152;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x160x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_160,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<160, 32>;
using CLayout = GMMA::CLayout_64x160;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x160x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_160,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<160, 32>;
using CLayout = GMMA::CLayout_64x160;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x168x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_168,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<168, 32>;
using CLayout = GMMA::CLayout_64x168;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x168x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_168,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<168, 32>;
using CLayout = GMMA::CLayout_64x168;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x176x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_176,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<176, 32>;
using CLayout = GMMA::CLayout_64x176;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x176x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_176,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<176, 32>;
using CLayout = GMMA::CLayout_64x176;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x184x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_184,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<184, 32>;
using CLayout = GMMA::CLayout_64x184;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x184x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_184,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<184, 32>;
using CLayout = GMMA::CLayout_64x184;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x200x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_200,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<200, 32>;
using CLayout = GMMA::CLayout_64x200;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x200x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_200,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<200, 32>;
using CLayout = GMMA::CLayout_64x200;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x208x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_208,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<208, 32>;
using CLayout = GMMA::CLayout_64x208;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x208x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_208,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<208, 32>;
using CLayout = GMMA::CLayout_64x208;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x216x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_216,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<216, 32>;
using CLayout = GMMA::CLayout_64x216;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x216x32_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_216,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x32;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<216, 32>;
using CLayout = GMMA::CLayout_64x216;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB, GMMA::SparseSel spsel>
struct MMA_Traits<SM90::GMMA::SPARSE::GMMA_64x224x32_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB, spsel>>
{
using ValTypeD = half_t;
using ValTypeA = sparse_elem<2, half_t>;
using ValTypeE = sparse_elem<8, uint8_t>;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeA = GMMA::smem_desc<tnspA>;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_224,_32>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 32>;
using ELayout = GMMA::ELayout_64x32;
using BLayout = GMMA::ABLayout<224, 32>;
using CLayout = GMMA::CLayout_64x224;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};