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mma_traits_sm90_gmma_ext.hpp
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mma_traits_sm90_gmma_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 {
namespace SM90::GMMA {
using CLayout_64x24 = CLayout_64xN< 24>;
using CLayout_64x40 = CLayout_64xN< 40>;
using CLayout_64x48 = CLayout_64xN< 48>;
using CLayout_64x56 = CLayout_64xN< 56>;
using CLayout_64x72 = CLayout_64xN< 72>;
using CLayout_64x80 = CLayout_64xN< 80>;
using CLayout_64x88 = CLayout_64xN< 88>;
using CLayout_64x104 = CLayout_64xN<104>;
using CLayout_64x112 = CLayout_64xN<112>;
using CLayout_64x120 = CLayout_64xN<120>;
using CLayout_64x136 = CLayout_64xN<136>;
using CLayout_64x144 = CLayout_64xN<144>;
using CLayout_64x152 = CLayout_64xN<152>;
using CLayout_64x160 = CLayout_64xN<160>;
using CLayout_64x168 = CLayout_64xN<168>;
using CLayout_64x176 = CLayout_64xN<176>;
using CLayout_64x184 = CLayout_64xN<184>;
using CLayout_64x200 = CLayout_64xN<200>;
using CLayout_64x208 = CLayout_64xN<208>;
using CLayout_64x216 = CLayout_64xN<216>;
using CLayout_64x224 = CLayout_64xN<224>;
using CLayout_64x232 = CLayout_64xN<232>;
using CLayout_64x240 = CLayout_64xN<240>;
using CLayout_64x248 = CLayout_64xN<248>;
}
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x24x16_F16F16F16_SS = SM90::GMMA::MMA_64x24x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x24x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout< 24, 16>;
using CLayout = GMMA::CLayout_64x24;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x24x16_F16F16F16_RS = SM90::GMMA::MMA_64x24x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x24x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_24,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout< 24, 16>;
using CLayout = GMMA::CLayout_64x24;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x40x16_F16F16F16_SS = SM90::GMMA::MMA_64x40x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x40x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout< 40, 16>;
using CLayout = GMMA::CLayout_64x40;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x40x16_F16F16F16_RS = SM90::GMMA::MMA_64x40x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x40x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_40,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout< 40, 16>;
using CLayout = GMMA::CLayout_64x40;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x48x16_F16F16F16_SS = SM90::GMMA::MMA_64x48x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x48x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout< 48, 16>;
using CLayout = GMMA::CLayout_64x48;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x48x16_F16F16F16_RS = SM90::GMMA::MMA_64x48x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x48x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_48,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout< 48, 16>;
using CLayout = GMMA::CLayout_64x48;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x56x16_F16F16F16_SS = SM90::GMMA::MMA_64x56x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x56x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout< 56, 16>;
using CLayout = GMMA::CLayout_64x56;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x56x16_F16F16F16_RS = SM90::GMMA::MMA_64x56x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x56x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_56,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout< 56, 16>;
using CLayout = GMMA::CLayout_64x56;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x72x16_F16F16F16_SS = SM90::GMMA::MMA_64x72x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x72x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout< 72, 16>;
using CLayout = GMMA::CLayout_64x72;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x72x16_F16F16F16_RS = SM90::GMMA::MMA_64x72x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x72x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_72,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout< 72, 16>;
using CLayout = GMMA::CLayout_64x72;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x80x16_F16F16F16_SS = SM90::GMMA::MMA_64x80x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x80x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout< 80, 16>;
using CLayout = GMMA::CLayout_64x80;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x80x16_F16F16F16_RS = SM90::GMMA::MMA_64x80x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x80x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_80,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout< 80, 16>;
using CLayout = GMMA::CLayout_64x80;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x88x16_F16F16F16_SS = SM90::GMMA::MMA_64x88x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x88x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout< 88, 16>;
using CLayout = GMMA::CLayout_64x88;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x88x16_F16F16F16_RS = SM90::GMMA::MMA_64x88x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x88x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_88,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout< 88, 16>;
using CLayout = GMMA::CLayout_64x88;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x104x16_F16F16F16_SS = SM90::GMMA::MMA_64x104x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x104x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout<104, 16>;
using CLayout = GMMA::CLayout_64x104;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x104x16_F16F16F16_RS = SM90::GMMA::MMA_64x104x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x104x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_104,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout<104, 16>;
using CLayout = GMMA::CLayout_64x104;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x112x16_F16F16F16_SS = SM90::GMMA::MMA_64x112x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x112x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout<112, 16>;
using CLayout = GMMA::CLayout_64x112;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x112x16_F16F16F16_RS = SM90::GMMA::MMA_64x112x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x112x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_112,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout<112, 16>;
using CLayout = GMMA::CLayout_64x112;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x120x16_F16F16F16_SS = SM90::GMMA::MMA_64x120x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x120x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout<120, 16>;
using CLayout = GMMA::CLayout_64x120;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x120x16_F16F16F16_RS = SM90::GMMA::MMA_64x120x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x120x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_120,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout<120, 16>;
using CLayout = GMMA::CLayout_64x120;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x136x16_F16F16F16_SS = SM90::GMMA::MMA_64x136x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x136x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout<136, 16>;
using CLayout = GMMA::CLayout_64x136;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x136x16_F16F16F16_RS = SM90::GMMA::MMA_64x136x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x136x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_136,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout<136, 16>;
using CLayout = GMMA::CLayout_64x136;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x144x16_F16F16F16_SS = SM90::GMMA::MMA_64x144x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x144x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout<144, 16>;
using CLayout = GMMA::CLayout_64x144;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x144x16_F16F16F16_RS = SM90::GMMA::MMA_64x144x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x144x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_144,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout<144, 16>;
using CLayout = GMMA::CLayout_64x144;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x152x16_F16F16F16_SS = SM90::GMMA::MMA_64x152x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x152x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout<152, 16>;
using CLayout = GMMA::CLayout_64x152;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x152x16_F16F16F16_RS = SM90::GMMA::MMA_64x152x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x152x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_152,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout<152, 16>;
using CLayout = GMMA::CLayout_64x152;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x160x16_F16F16F16_SS = SM90::GMMA::MMA_64x160x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x160x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout<160, 16>;
using CLayout = GMMA::CLayout_64x160;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x160x16_F16F16F16_RS = SM90::GMMA::MMA_64x160x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x160x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_160,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout<160, 16>;
using CLayout = GMMA::CLayout_64x160;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x168x16_F16F16F16_SS = SM90::GMMA::MMA_64x168x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x168x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout<168, 16>;
using CLayout = GMMA::CLayout_64x168;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x168x16_F16F16F16_RS = SM90::GMMA::MMA_64x168x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x168x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;
using Shape_MNK = Shape<_64,_168,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ALayout_64x16;
using BLayout = GMMA::ABLayout<168, 16>;
using CLayout = GMMA::CLayout_64x168;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x176x16_F16F16F16_SS = SM90::GMMA::MMA_64x176x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x176x16_F16F16F16_SS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_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,_16>;
using ThrID = Layout<_128>;
using ALayout = GMMA::ABLayout< 64, 16>;
using BLayout = GMMA::ABLayout<176, 16>;
using CLayout = GMMA::CLayout_64x176;
GMMA::ScaleOut accumulate_ = GMMA::ScaleOut::One;
};
////////////////////////////////////////////////////////////////////////////////////////////////////
template <
GMMA::Major tnspA,
GMMA::Major tnspB,
GMMA::ScaleIn scaleA = GMMA::ScaleIn::One,
GMMA::ScaleIn scaleB = GMMA::ScaleIn::One
>
using SM90_64x176x16_F16F16F16_RS = SM90::GMMA::MMA_64x176x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>;
template <GMMA::Major tnspA, GMMA::Major tnspB, GMMA::ScaleIn scaleA, GMMA::ScaleIn scaleB>
struct MMA_Traits<SM90_64x176x16_F16F16F16_RS<tnspA, tnspB, scaleA, scaleB>>
{
using ValTypeD = half_t;
using ValTypeA = half_t;
using ValTypeB = half_t;
using ValTypeC = half_t;
using FrgTypeB = GMMA::smem_desc<tnspB>;