forked from NVIDIA/cutlass
/
sgemm_threadblock_swizzle_nt.cu
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/
sgemm_threadblock_swizzle_nt.cu
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/***************************************************************************************************
* Copyright (c) 2017-2018, NVIDIA CORPORATION. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without modification, are permitted
* provided that the following conditions are met:
* * Redistributions of source code must retain the above copyright notice, this list of
* conditions and the following disclaimer.
* * 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.
* * Neither the name of the NVIDIA CORPORATION 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 NVIDIA CORPORATION 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 TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*
**************************************************************************************************/
#include "cutlass_unit_test.h"
#include "cutlass/gemm/gemm.h"
#include "cutlass/gemm/sgemm_traits.h"
#include "tools/test/unit/gemm/gemm_testbed.h"
#include "tools/test/unit/gemm/run_gemm.h"
#pragma warning( disable : 4503)
////////////////////////////////////////////////////////////////////////////////////////////////////
//Row Major Swizzle
TEST(Sgemm_512x256x16_swizzle, sgemm_128x128x16_nt_RowMajorSwizzle) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 128, 128>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(512, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_512x256x16_swizzle, sgemm_128x64x16_nt_RowMajorSwizzle) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 64, 128>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(512, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_516x260x16_swizzle, sgemm_128x64x16_nt_RowMajorSwizzle) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 64, 128>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(516, 260, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1024x256x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1024, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1030x260x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1030, 260, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1024x256x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle_groupCol2) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1024, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1030x260x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle_groupCol2) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1030, 260, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1024x256x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle_groupCol3) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<3, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1024, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1030x260x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle_groupCol3) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<3, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1030, 260, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
//Row Major Swizzle Boustrophedon
TEST(Sgemm_512x256x16_swizzle, sgemm_128x128x16_nt_RowMajorSwizzle_Boustrophedon) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 128, 128>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(512, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_512x256x16_swizzle, sgemm_128x64x16_nt_RowMajorSwizzle_Boustrophedon) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 64, 128>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(512, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_516x260x16_swizzle, sgemm_128x64x16_nt_RowMajorSwizzle_Boustrophedon) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 64, 128>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(516, 260, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1024x256x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle_Boustrophedon) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1024, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1030x260x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle_Boustrophedon) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1030, 260, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1024x256x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle_groupCol2_Boustrophedon) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1024, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1030x260x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle_groupCol2_Boustrophedon) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1030, 260, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1024x256x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle_groupCol3_Boustrophedon) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<3, cutlass::gemm::swizzleDirection::Boustrophedon>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1024, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1030x260x16_swizzle, sgemm_64x32x16_nt_RowMajorSwizzle_groupCol3_Boustrophedon) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::RowMajorBlockSwizzle<3, cutlass::gemm::swizzleDirection::Boustrophedon>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1030, 260, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
//Column Major Swizzle
TEST(Sgemm_512x256x16_swizzle, sgemm_128x128x16_nt_ColumnMajorSwizzle) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 128, 128>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(512, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_516x260x16_swizzle, sgemm_128x128x16_nt_ColumnMajorSwizzle) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 128, 128>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(516, 260, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_512x256x16_swizzle, sgemm_128x64x16_nt_ColumnMajorSwizzle) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 64, 128>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(512, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_516x260x16_swizzle, sgemm_128x64x16_nt_ColumnMajorSwizzle) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 64, 128>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(516, 260, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1024x256x16_swizzle, sgemm_64x32x16_nt_ColumnMajorSwizzle) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1024, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1030x260x16_swizzle, sgemm_64x32x16_nt_ColumnMajorSwizzle) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1030, 260, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1024x256x16_swizzle, sgemm_64x32x16_nt_ColumnMajorSwizzle_groupCol2) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;
typedef cutlass::gemm::SimplifiedGemmEpilogueTraits<thisGemmConfig, EpilogueFunctor, index>
GemmEpilogueTraits;
typedef cutlass::gemm::ClearAccumulators<typename thisGemmConfig::Accumulators::Element>
ClearAccumulators;
typedef cutlass::gemm::GemmTraits<
thisGemmConfig,
typename Helper::GlobalLoadStreamA,
typename Helper::GlobalLoadStreamB,
typename Helper::SharedLoadStreamA,
typename Helper::SharedLoadStreamB,
typename cutlass::gemm::GemmEpilogue<GemmEpilogueTraits>,
typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>,
index,
ClearAccumulators
>
SgemmTraits;
//
run_gemm<SgemmTraits>(1024, 256, 16);
}
////////////////////////////////////////////////////////////////////////////////////////////////////
TEST(Sgemm_1030x260x16_swizzle, sgemm_64x32x16_nt_ColumnMajorSwizzle_groupCol2) {
typedef int index;
typedef cutlass::gemm::SgemmConfig<cutlass::Shape<16, 32, 64>/*OutputTile*/,
cutlass::Shape<8, 8, 8>/*ThreadGemmShape*/,
1/*kScalarsPerLdgA*/,
1/*kScalarsPerLdgB*/>
thisGemmConfig;
typedef cutlass::gemm::GemmTileTraitsHelperA<cutlass::MatrixLayout::kColumnMajor, thisGemmConfig>
GemmTileTraitsHelperA;
typedef cutlass::gemm::GemmTileTraitsHelperB<cutlass::MatrixLayout::kRowMajor, thisGemmConfig>
GemmTileTraitsHelperB;
typedef cutlass::gemm::SimplifiedGemmTraitsHelper<GemmTileTraitsHelperA, GemmTileTraitsHelperB, index>
Helper;
typedef cutlass::gemm::LinearScaling<float>
EpilogueFunctor;