cutlass/tools/test/perf/gemm/igemm.cu
2018-09-18 16:58:03 -07:00

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/***************************************************************************************************
* Copyright (c) 2017-2018, NVIDIA CORPORATION. All rights reserved.
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*
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#include "cutlass/gemm/gemm.h"
#include "cutlass/gemm/igemm_traits.h"
#include "tools/test/perf/cutlass_perf_test.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"
#pragma warning( disable : 4503)
namespace perf {
////////////////////////////////////////////////////////////////////////////////////////////////////
int profile_igemm(TestbenchOutput<GemmProblem> &output, TestbenchOptions const &options, Config const &config) {
typedef perf::GemmProfiler<int8_t, int8_t, int, int, int> GemmProfiler;
// compute capability check
if (!options.compute_capability(6, 1)) {
return 0;
}
int results = 0;
{
typedef cutlass::gemm::IgemmTraits<
cutlass::MatrixLayout::kColumnMajor,
cutlass::MatrixLayout::kRowMajor
> GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
results |= profile_gemm<Dispatch, GemmProfiler>(output, "igemm_nt", options, config);
}
{
typedef cutlass::gemm::IgemmTraits<
cutlass::MatrixLayout::kColumnMajor,
cutlass::MatrixLayout::kColumnMajor
> GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
results |= profile_gemm<Dispatch, GemmProfiler>(output, "igemm_nn", options, config);
}
{
typedef cutlass::gemm::IgemmTraits<
cutlass::MatrixLayout::kRowMajor,
cutlass::MatrixLayout::kColumnMajor
> GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
results |= profile_gemm<Dispatch, GemmProfiler>(output, "igemm_tn", options, config);
}
{
typedef cutlass::gemm::IgemmTraits<
cutlass::MatrixLayout::kRowMajor,
cutlass::MatrixLayout::kRowMajor
> GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
results |= profile_gemm<Dispatch, GemmProfiler>(output, "igemm_tt", options, config);
}
{
typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
cutlass::MatrixLayout::kColumnMajor, cutlass::Shape<128, 32, 32>, int,
cutlass::gemm::LinearScaling<int>, cutlass::Shape<32, 8, 4> > GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
results |= profile_gemm<Dispatch, GemmProfiler>(output, "igemm_32x32x128_nn",
options, config);
}
{
typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kColumnMajor,
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<128, 32, 32>, int,
cutlass::gemm::LinearScaling<int>, cutlass::Shape<32, 8, 4> > GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
results |= profile_gemm<Dispatch, GemmProfiler>(output, "igemm_32x32x128_nt",
options, config);
}
{
typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
cutlass::MatrixLayout::kColumnMajor, cutlass::Shape<128, 32, 32>, int,
cutlass::gemm::LinearScaling<int>, cutlass::Shape<32, 8, 4> > GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
results |= profile_gemm<Dispatch, GemmProfiler>(output, "igemm_32x32x128_tn",
options, config);
}
{
typedef cutlass::gemm::IgemmTraits<cutlass::MatrixLayout::kRowMajor,
cutlass::MatrixLayout::kRowMajor, cutlass::Shape<128, 32, 32>, int,
cutlass::gemm::LinearScaling<int>, cutlass::Shape<32, 8, 4> > GemmTraits;
typedef typename CutlassDispatchBasic<GemmTraits>::Dispatch Dispatch;
results = profile_gemm<Dispatch, GemmProfiler>(output, "igemm_32x32x128_tt",
options, config);
}
return results;
}
struct IgemmRegistrar {
IgemmRegistrar() { RegisterGemmProfileFunc(profile_igemm); }
};
volatile IgemmRegistrar _IgemmRegistrar;
////////////////////////////////////////////////////////////////////////////////////////////////////
} // namespace perf