351 lines
11 KiB
Plaintext
351 lines
11 KiB
Plaintext
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/***************************************************************************************************
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* Copyright (c) 2017-2019, NVIDIA CORPORATION. All rights reserved.
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*
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* Redistribution and use in source and binary forms, with or without modification, are permitted
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* provided that the following conditions are met:
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* * Redistributions of source code must retain the above copyright notice, this list of
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* conditions and the following disclaimer.
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* * Redistributions in binary form must reproduce the above copyright notice, this list of
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* conditions and the following disclaimer in the documentation and/or other materials
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* provided with the distribution.
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* * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used
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* to endorse or promote products derived from this software without specific prior written
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* permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR
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* IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND
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* FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE
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* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
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* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;
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* OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
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* STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*
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**************************************************************************************************/
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#include <cublas_v2.h>
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#include <cstring>
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#include "cutlass_unit_test.h"
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#include "tools/util/half.h"
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#include "tools/util/host_tensor.h"
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#include "tools/util/tensor_view_io.h"
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#include "cutlass/gemm/volta884_gemm_traits.h"
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#include "cutlass/gemm/gemm.h"
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#include "cutlass/gemm/threadblock_swizzle.h"
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#include "cutlass/gemm/linear_scaling.h"
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#include "tools/test/unit/gemm/gemm_testbed.h"
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#include "tools/test/unit/gemm/run_gemm.h"
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#if CUTLASS_ENABLE_TENSOR_CORE_MMA
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#if !defined(__CUDA_ARCH__) || __CUDA_ARCH__ >= 530
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////////////////////////////////////////////////////////////////////////////////////////////////////
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//
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// Contiguous - h884gemm
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//
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////////////////////////////////////////////////////////////////////////////////////////////////////
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////////////////////////////////////////////////////////////////////////////////////////////////////
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TEST(Volta884_h884gemm_64x64x32_nt_swizzle, 520x264x136_RowMajorSwizzle) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::MatrixLayout::kRowMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_nt_swizzle, 520x264x136_RowMajorSwizzle_groupCol2) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::MatrixLayout::kRowMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_nt_swizzle, 520x264x136_RowMajorSwizzle_Boustrophedon) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::MatrixLayout::kRowMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_nt_swizzle, 520x264x136_RowMajorSwizzle_groupCol2_Boustrophedon) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::MatrixLayout::kRowMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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////////////////////////////////////////////////////////////////////////////////////////////////////
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TEST(Volta884_h884gemm_64x64x32_nt_swizzle, 520x264x136_ColumnMajorSwizzle) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::MatrixLayout::kRowMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_nt_swizzle, 520x264x136_ColumnMajorSwizzle_groupCol2) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::MatrixLayout::kRowMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_nt_swizzle, 520x264x136_ColumnMajorSwizzle_Boustrophedon) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::MatrixLayout::kRowMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_nt_swizzle, 520x264x136_ColumnMajorSwizzle_groupCol2_Boustrophedon) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::MatrixLayout::kRowMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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////////////////////////////////////////////////////////////////////////////////////////////////////
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TEST(Volta884_h884gemm_64x64x32_tn_swizzle, 520x264x136_RowMajorSwizzle) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kRowMajor,
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_tn_swizzle, 520x264x136_RowMajorSwizzle_groupCol2) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kRowMajor,
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_tn_swizzle, 520x264x136_RowMajorSwizzle_Boustrophedon) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kRowMajor,
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::RowMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_tn_swizzle, 520x264x136_RowMajorSwizzle_groupCol2_Boustrophedon) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kRowMajor,
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::RowMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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////////////////////////////////////////////////////////////////////////////////////////////////////
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TEST(Volta884_h884gemm_64x64x32_tn_swizzle, 520x264x136_ColumnMajorSwizzle) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kRowMajor,
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::OneDirection>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_tn_swizzle, 520x264x136_ColumnMajorSwizzle_groupCol2) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kRowMajor,
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::OneDirection>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_tn_swizzle, 520x264x136_ColumnMajorSwizzle_Boustrophedon) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kRowMajor,
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<1, cutlass::gemm::swizzleDirection::Boustrophedon>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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TEST(Volta884_h884gemm_64x64x32_tn_swizzle, 520x264x136_ColumnMajorSwizzle_groupCol2_Boustrophedon) {
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typedef cutlass::gemm::Volta884GemmTraits<
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cutlass::MatrixLayout::kRowMajor,
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cutlass::MatrixLayout::kColumnMajor,
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cutlass::Shape<32, 64, 64>,
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cutlass::Shape<32, 64, 64>,
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half,
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half,
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half,
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2,
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cutlass::gemm::LinearScaling<half>,
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typename cutlass::gemm::ColumnMajorBlockSwizzle<2, cutlass::gemm::swizzleDirection::Boustrophedon>
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> GemmTraits;
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run_gemm<GemmTraits>(520, 264, 136);
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}
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#endif // #if !defined(__CUDA_ARCH__) || __CUDA_ARCH__ >= 530
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#endif // defined(CUTLASS_ENABLE_TENSOR_CORE_MMA)
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