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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 Defines a 1D vector of elements held in the registers of each thread. */ #pragma once #if !defined(__CUDACC_RTC__) || defined(CUTLASS_NVRTC_HAS_FP16) #include #endif #include namespace cutlass { //////////////////////////////////////////////////////////////////////////////////////////////////// template struct AlignedStruct {}; template <> struct __align__(1) AlignedStruct<1>{}; template <> struct __align__(2) AlignedStruct<2>{}; template <> struct __align__(4) AlignedStruct<4>{}; template <> struct __align__(8) AlignedStruct<8>{}; template <> struct __align__(16) AlignedStruct<16>{}; template <> struct __align__(32) AlignedStruct<32>{}; template <> struct __align__(64) AlignedStruct<64>{}; //////////////////////////////////////////////////////////////////////////////////////////////////// template union Vector { /// The scalar type. typedef Scalar_ Scalar; /// The number of elements in the vector. enum { kLanes = kLanes_ }; /// The size of the vector. enum { kVectorSize = kLanes * (int)sizeof(Scalar) }; /// The number of registers needed to store the vector. enum { kRegisters = kVectorSize < 4 ? 1 : kVectorSize / 4 }; // Make sure that the vector type makes sense. static_assert(kVectorSize <= 16, "Vector type is too large"); /// The aligned storage to make sure we have good alignment. AlignedStruct aligned_; /// The associated array of scalars. Scalar scalars[kLanes]; /// The data in registers. uint32_t registers[kRegisters]; /// Accessor to the ith lane. CUTLASS_DEVICE Scalar const& operator[](uint32_t i) const { return scalars[i]; } /// Accessor to the ith lane. CUTLASS_DEVICE Scalar& operator[](uint32_t i) { return scalars[i]; } }; //////////////////////////////////////////////////////////////////////////////////////////////////// #if !defined(__CUDACC_RTC__) || defined(CUTLASS_NVRTC_HAS_FP16) template union Vector { /// The scalar type. typedef half Scalar; /// The number of elements in the vector. enum { kLanes = kLanes_ }; /// The size of the vector. enum { kVectorSize = kLanes * (int)sizeof(Scalar) }; /// The number of registers needed to store the vector. enum { kRegisters = kVectorSize < 4 ? 1 : kVectorSize / 4 }; // Make sure that the vector type makes sense. static_assert(kVectorSize <= size_t(16), "Vector type is too large"); /// The aligned storage to make sure we have good alignment. AlignedStruct aligned_; /// The associated array of scalars. uint16_t scalars[kLanes]; /// The data in registers. uint32_t registers[kRegisters]; /// Accessor to the ith lane. CUTLASS_DEVICE Scalar const& operator[](uint32_t i) const { return reinterpret_cast(scalars[i]); } /// Accessor to the ith lane. CUTLASS_DEVICE Scalar& operator[](uint32_t i) { return reinterpret_cast(scalars[i]); } }; #endif //////////////////////////////////////////////////////////////////////////////////////////////////// template CUTLASS_DEVICE void make_zero(Scalar_& x) { x = Scalar_(0); } //////////////////////////////////////////////////////////////////////////////////////////////////// template struct Vectorize { typedef Vector Type; }; //////////////////////////////////////////////////////////////////////////////////////////////////// template struct Vectorize { typedef Element_ Type; }; //////////////////////////////////////////////////////////////////////////////////////////////////// template CUTLASS_DEVICE void make_zero(Vector& vec) { for (int i = 0; i < Vector::kRegisters; ++i) { vec.registers[i] = 0; } } //////////////////////////////////////////////////////////////////////////////////////////////////// // // cutlass::Extent similar to std::extent but applicable to CUTLASS types // /// Returns the extent of a scalar or vector template struct Extent { static size_t const kValue = 1; }; /// Returns the number of lanes of a vector if need be template struct Extent > { static size_t const kValue = Lanes; }; /// Returns the number of lanes of a vector if need be template struct Extent const> { static size_t const kValue = Lanes; }; //////////////////////////////////////////////////////////////////////////////////////////////////// /// Traits describing properties of vectors and scalar-as-vectors template struct VectorTraits { /// Scalar type typedef T Scalar; /// Number of lanes of vector static int const kLanes = 1; /// True if the type is actually a cutlass::Vector, otherwise false static bool const IsVector = false; /// Type that is always a vector typedef Vector Vector; }; /// Partial specialization for actual cutlass::Vector template struct VectorTraits > { /// Scalar type typedef T Scalar; /// Number of lanes of vector static int const kLanes = Lanes; /// Type is actually a cutlass::Vector static bool const IsVector = true; /// Type that is always a Vector typedef Vector Vector; }; /// Partial specialization for actual cutlass::Vector template struct VectorTraits const> { /// Scalar type typedef T Scalar; /// Number of lanes of vector static int const kLanes = Lanes; /// Type is actually a cutlass::Vector static bool const IsVector = true; /// Type that is always a Vector typedef Vector Vector; }; //////////////////////////////////////////////////////////////////////////////////////////////////// } // namespace cutlass