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Diffstat (limited to 'cutlass-example/cutlass/gemm/hgemm_swizzle.h')
| -rw-r--r-- | cutlass-example/cutlass/gemm/hgemm_swizzle.h | 94 |
1 files changed, 94 insertions, 0 deletions
diff --git a/cutlass-example/cutlass/gemm/hgemm_swizzle.h b/cutlass-example/cutlass/gemm/hgemm_swizzle.h new file mode 100644 index 0000000..ebec0d4 --- /dev/null +++ b/cutlass-example/cutlass/gemm/hgemm_swizzle.h @@ -0,0 +1,94 @@ +/*************************************************************************************************** + * 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. + * + **************************************************************************************************/ +/*! \file + \brief Transposes a tile of 16b elements. Used by HGEMM to construct a K-strided layout in + shared memory for multiplicands. +*/ +#pragma once + +#include <cuda_fp16.h> +#include <cutlass/fragment.h> + +namespace cutlass { +namespace gemm { + +//////////////////////////////////////////////////////////////////////////////////////////////////// + +template <typename GlobalIterator_> +struct HgemmSwizzle { + /// The global iterator. + typedef GlobalIterator_ GlobalIterator; + /// The source fragment. + typedef typename GlobalIterator::Fragment Fragment; + /// The shape of the source fragment. + typedef typename GlobalIterator::FragmentShape FragmentShape; + + /// The input fragment. + typedef Fragment InputFragment; + /// The output fragment. + typedef Fragment OutputFragment; + + /// The src/dst must be half fragments. + static_assert((platform::is_same<typename Fragment::Element, half>::value), "Works on half"); + + /// The number of elements must be a multiple of 2. + static_assert(FragmentShape::kH == 2 && ShapeCount<FragmentShape>::kWc == 2, "Not multiple of 2"); + + /// Ctor. + CUTLASS_DEVICE HgemmSwizzle() {} + + /// Transform a fragment. + CUTLASS_DEVICE void transform(Fragment const& src, Fragment& dst) { + // Expose src/dst as int arrays. + int const* src_int = reinterpret_cast<int const*>(&src[0]); + int* dst_int = reinterpret_cast<int*>(&dst[0]); + + // Transpose the data. + for (int d = 0; d < FragmentShape::kD; ++d) { + // The indices to read two consecutive "rows". + int const i0 = 2 * d + 0; + int const i1 = 2 * d + 1; + + int a0 = src_int[i0]; + int a1 = src_int[i1]; + + int b0, b1; + asm volatile("prmt.b32 %0, %1, %2, 0x5410;" : "=r"(b0) : "r"(a0), "r"(a1)); + asm volatile("prmt.b32 %0, %1, %2, 0x7632;" : "=r"(b1) : "r"(a0), "r"(a1)); + + // The indices to store with "strides". + int const j0 = 0 * (ShapeCount<FragmentShape>::kDhw / 2) + d; + int const j1 = 1 * (ShapeCount<FragmentShape>::kDhw / 2) + d; + + dst_int[j0] = b0; + dst_int[j1] = b1; + } + } +}; + +//////////////////////////////////////////////////////////////////////////////////////////////////// + +} // namespace gemm +} // namespace cutlass |
