333 lines
14 KiB
Plaintext
333 lines
14 KiB
Plaintext
/***************************************************************************************************
|
|
* 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/gemm.h>
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x1_nt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 1);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x8_nt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 8);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x9_nt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 9);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x16_nt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x64_nt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 64);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_128x64x16_nt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(128, 64, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x128x16_nt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 128, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_128x128x16_nt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(128, 128, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x1_nn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 1);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x8_nn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 8);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x9_nn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 9);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x16_nn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x64_nn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 64);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_128x64x16_nn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(128, 64, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x128x16_nn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 128, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_128x128x16_nn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(128, 128, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x1_tn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kColumnMajor, cutlass::Shape<8, 64, 64> > SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 1);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x8_tn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 8);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x9_tn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 9);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x16_tn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x64_tn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 64);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_128x64x16_tn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(128, 64, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x128x16_tn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 128, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_128x128x16_tn) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kColumnMajor,
|
|
cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(128, 128, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x1_tt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> > SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 1);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x8_tt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 8);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x9_tt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 9);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x16_tt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x64x64_tt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 64, 64);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_128x64x16_tt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(128, 64, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_64x128x16_tt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(64, 128, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
TEST(Sgemm_64x64x8, sgemm_128x128x16_tt) {
|
|
typedef cutlass::gemm::SgemmTraits<cutlass::MatrixLayout::kRowMajor,
|
|
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<8, 64, 64> >
|
|
SgemmTraits;
|
|
run_gemm<SgemmTraits>(128, 128, 16);
|
|
}
|
|
|
|
////////////////////////////////////////////////////////////////////////////////////////////////////
|