/*************************************************************************************************** * 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 fragment of data containing packed 8-bit integer elements. */ #pragma once #include namespace cutlass { namespace gemm { //////////////////////////////////////////////////////////////////////////////////////////////////// template struct IgemmSwizzle { /// 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 source fragment. typedef Fragment InputFragment; /// The destination fragment. typedef Fragment OutputFragment; /// The src/dst must be int8 fragments. static_assert((platform::is_same::value), "Works on int8"); /// The number of elements must be a multiple of 4. static_assert(FragmentShape::kH % 4 == 0 && ShapeCount::kWc % 4 == 0, "Not multiple of 4"); /// Ctor. CUTLASS_DEVICE IgemmSwizzle() {} /// Transform a fragment. CUTLASS_DEVICE void transform(Fragment const& src, Fragment& dst) { // Expose src/dst as int arrays. int const* src_int = reinterpret_cast(&src[0]); int* dst_int = reinterpret_cast(&dst[0]); // Transpose the data. for (int d = 0; d < FragmentShape::kD; ++d) { for (int h = 0; h < FragmentShape::kH / 4; ++h) { for (int w = 0; w < ShapeCount::kWc / 4; ++w) { int const i0 = d * (ShapeCount::kHwc / 4) + (4 * h + 0) * (ShapeCount::kWc / 4) + w; int const i1 = d * (ShapeCount::kHwc / 4) + (4 * h + 1) * (ShapeCount::kWc / 4) + w; int const i2 = d * (ShapeCount::kHwc / 4) + (4 * h + 2) * (ShapeCount::kWc / 4) + w; int const i3 = d * (ShapeCount::kHwc / 4) + (4 * h + 3) * (ShapeCount::kWc / 4) + w; int a0 = src_int[i0]; int a1 = src_int[i1]; int a2 = src_int[i2]; int a3 = src_int[i3]; int b0, b1, b2, b3, c0; asm volatile("prmt.b32 %0, %1, %2, 0x0040;" : "=r"(b0) : "r"(a0), "r"(a1)); asm volatile("prmt.b32 %0, %1, %2, 0x0040;" : "=r"(c0) : "r"(a2), "r"(a3)); asm volatile("prmt.b32 %0, %1, %2, 0x5410;" : "=r"(b0) : "r"(b0), "r"(c0)); asm volatile("prmt.b32 %0, %1, %2, 0x0051;" : "=r"(b1) : "r"(a0), "r"(a1)); asm volatile("prmt.b32 %0, %1, %2, 0x0051;" : "=r"(c0) : "r"(a2), "r"(a3)); asm volatile("prmt.b32 %0, %1, %2, 0x5410;" : "=r"(b1) : "r"(b1), "r"(c0)); asm volatile("prmt.b32 %0, %1, %2, 0x0062;" : "=r"(b2) : "r"(a0), "r"(a1)); asm volatile("prmt.b32 %0, %1, %2, 0x0062;" : "=r"(c0) : "r"(a2), "r"(a3)); asm volatile("prmt.b32 %0, %1, %2, 0x5410;" : "=r"(b2) : "r"(b2), "r"(c0)); asm volatile("prmt.b32 %0, %1, %2, 0x0073;" : "=r"(b3) : "r"(a0), "r"(a1)); asm volatile("prmt.b32 %0, %1, %2, 0x0073;" : "=r"(c0) : "r"(a2), "r"(a3)); asm volatile("prmt.b32 %0, %1, %2, 0x5410;" : "=r"(b3) : "r"(b3), "r"(c0)); dst_int[i0] = b0; dst_int[i1] = b1; dst_int[i2] = b2; dst_int[i3] = b3; } } } } }; //////////////////////////////////////////////////////////////////////////////////////////////////// } // namespace gemm } // namespace cutlass