/*************************************************************************************************** * 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 Implements the BLAS linear scaling function alpha*AB + beta*C */ #pragma once #include namespace cutlass { namespace gemm { //////////////////////////////////////////////////////////////////////////////////////////////////// /// Functor to compute linear combination of fragments template > struct LinearScaling { // The scalar. typedef Scalar_ Scalar; // The adapater. typedef FragmentMultiplyAdd_ FragmentMultiplyAdd; /// The parameters. struct Params { /// The alpha/beta scaling params. Scalar alpha, beta; /// Initialize the parameters. template CUTLASS_HOST_DEVICE int initialize(GemmDesc_ const& desc) { alpha = desc.alpha; beta = desc.beta; return 0; } }; /// Ctor. CUTLASS_DEVICE LinearScaling(Params const& params) : alpha(params.alpha), beta(params.beta) {} /// Evaluate the functor. template CUTLASS_DEVICE void evaluate(FragmentA_ const& accum, FragmentB_& output) { FragmentMultiplyAdd mad; mad.multiply(alpha, accum, output); } /// Evaluate the functor. template CUTLASS_DEVICE void evaluate(FragmentA_ const& accum, FragmentB_ const& old, FragmentB_& output) { FragmentMultiplyAdd mad; FragmentB_ tmp; mad.multiply(beta, old, tmp); mad.multiply_add(alpha, accum, tmp, output); } /// The alpha/beta scaling factors. Scalar alpha, beta; }; //////////////////////////////////////////////////////////////////////////////////////////////////// } // namespace gemm } // namespace cutlass