/*************************************************************************************************** * Copyright (c) 2017 - 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved. * SPDX-License-Identifier: BSD-3-Clause * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * * 1. Redistributions of source code must retain the above copyright notice, this * list of conditions and the following disclaimer. * * 2. 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. * * 3. Neither the name of the copyright holder 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 THE COPYRIGHT HOLDER OR CONTRIBUTORS 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 TORT (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 Statically sized array of elements that accommodates all CUTLASS-supported numeric types and is safe to use in a union. */ #pragma once #include "cutlass/arch/wmma.h" #if defined(CUTLASS_ARCH_WMMA_ENABLED) #include "cutlass/cutlass.h" #include "cutlass/array.h" #include "cutlass/functional.h" namespace cutlass { //////////////////////////////////////////////////////////////////////////////////////////////////// /// Wmma array type (WmmaFragmentArray holds elements of type nvcuda::wmma::fragment) template < /// Element type typename T, /// Number of elements in the array int N, /// Whether the element type of T is half_t or __half bool IsHalfType = (platform::is_same::value || platform::is_same::value) > class WmmaFragmentArray: public Array { public: /// Efficient clear method (override Array::clear()) CUTLASS_HOST_DEVICE void clear() { for(int i = 0; i < Array::kElements; i++) { nvcuda::wmma::fill_fragment((*this)[i], (typename T::element_type)0); } } CUTLASS_HOST_DEVICE WmmaFragmentArray& operator+=(const WmmaFragmentArray& rhs) { using element_type = typename T::element_type; plus add; for (int i = 0; i < Array::kElements; i++) { (*this)[i] = add((*this)[i], rhs[i]); } return *this; } }; /// Partial specialization for the case in which T::element_type is /// half_t or __half. This is needed because the cast (typename T::element_type)0 /// in the primary template flags as an error when __CUDA_NO_HALF_CONVERSIONS__ /// is set. template < /// Element type typename T, /// Number of elements in the array int N > class WmmaFragmentArray: public Array { public: /// Efficient clear method (override Array::clear()) CUTLASS_HOST_DEVICE void clear() { for(int i = 0; i < Array::kElements; i++) { nvcuda::wmma::fill_fragment((*this)[i], __float2half(0.f)); } } CUTLASS_HOST_DEVICE WmmaFragmentArray& operator+=(const WmmaFragmentArray& rhs) { using element_type = typename T::element_type; plus add; for (int i = 0; i < Array::kElements; i++) { (*this)[i] = add((*this)[i], rhs[i]); } return *this; } }; //////////////////////////////////////////////////////////////////////////////////////////////////// } // namespace cutlass /////////////////////////////////////////////////////////////////////////////////////////////////// #endif // if defined(CUTLASS_ARCH_WMMA_ENABLED)