cutlass/tools/test/perf/gemm/igemm.cu

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2018-05-17 02:44:56 +08:00
/***************************************************************************************************
* 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/gemm/gemm.h>
#include <cutlass/gemm/igemm_traits.h>
#include <tools/test/perf/gemm/gemm_perf_testbed.h>
#include <tools/test/perf/gemm/gemm_profiler.h>
#include <tools/test/perf/gemm/cutlass_dispatch.h>
namespace perf {
////////////////////////////////////////////////////////////////////////////////////////////////////
int profile_igemm(TestbenchOutput &output, TestbenchOptions const &options) {
typedef perf::GemmProfiler<int8_t, int8_t, int, int, int> GemmProfiler;
int results = 0;
if (!results) {
typedef cutlass::gemm::IgemmTraits<
cutlass::MatrixLayout::kColumnMajor,
cutlass::MatrixLayout::kRowMajor
> GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
profile_gemm<Dispatch, GemmProfiler>(output, "igemm_nt", options);
}
if (!results) {
typedef cutlass::gemm::IgemmTraits<
cutlass::MatrixLayout::kColumnMajor,
cutlass::MatrixLayout::kColumnMajor
> GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
profile_gemm<Dispatch, GemmProfiler>(output, "igemm_nn", options);
}
if (!results) {
typedef cutlass::gemm::IgemmTraits<
cutlass::MatrixLayout::kRowMajor,
cutlass::MatrixLayout::kColumnMajor
> GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
profile_gemm<Dispatch, GemmProfiler>(output, "igemm_tn", options);
}
if (!results) {
typedef cutlass::gemm::IgemmTraits<
cutlass::MatrixLayout::kRowMajor,
cutlass::MatrixLayout::kRowMajor
> GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
profile_gemm<Dispatch, GemmProfiler>(output, "igemm_tt", options);
}
return results;
}
////////////////////////////////////////////////////////////////////////////////////////////////////
} // namespace perf