//@HEADER // ************************************************************************ // // Kokkos v. 4.0 // Copyright (2022) National Technology & Engineering // Solutions of Sandia, LLC (NTESS). // // Under the terms of Contract DE-NA0003525 with NTESS, // the U.S. Government retains certain rights in this software. // // Part of Kokkos, under the Apache License v2.0 with LLVM Exceptions. // See https://kokkos.org/LICENSE for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // //@HEADER #ifndef KOKKOS_BLAS_KERNELS_HPP #define KOKKOS_BLAS_KERNELS_HPP #include namespace Kokkos { template struct Dot { using execution_space = typename Type::execution_space; static_assert(static_cast(Type::rank) == static_cast(1), "Dot static_assert Fail: rank != 1"); using value_type = double; #if 1 typename Type::const_type X; typename Type::const_type Y; #else Type X; Type Y; #endif Dot(const Type& arg_x, const Type& arg_y) : X(arg_x), Y(arg_y) {} KOKKOS_INLINE_FUNCTION void operator()(int i, value_type& update) const { update += X[i] * Y[i]; } KOKKOS_INLINE_FUNCTION static void join(value_type& update, const value_type& source) { update += source; } KOKKOS_INLINE_FUNCTION static void init(value_type& update) { update = 0; } }; template struct DotSingle { using execution_space = typename Type::execution_space; static_assert(static_cast(Type::rank) == static_cast(1), "DotSingle static_assert Fail: rank != 1"); using value_type = double; #if 1 typename Type::const_type X; #else Type X; #endif DotSingle(const Type& arg_x) : X(arg_x) {} KOKKOS_INLINE_FUNCTION void operator()(int i, value_type& update) const { const typename Type::value_type& x = X[i]; update += x * x; } KOKKOS_INLINE_FUNCTION static void join(value_type& update, const value_type& source) { update += source; } KOKKOS_INLINE_FUNCTION static void init(value_type& update) { update = 0; } }; template struct Scale { using execution_space = typename VectorType::execution_space; static_assert(static_cast(ScalarType::rank) == static_cast(0), "Scale static_assert Fail: ScalarType::rank != 0"); static_assert(static_cast(VectorType::rank) == static_cast(1), "Scale static_assert Fail: VectorType::rank != 1"); #if 1 typename ScalarType::const_type alpha; #else ScalarType alpha; #endif VectorType Y; Scale(const ScalarType& arg_alpha, const VectorType& arg_Y) : alpha(arg_alpha), Y(arg_Y) {} KOKKOS_INLINE_FUNCTION void operator()(int i) const { Y[i] *= alpha(); } }; template struct AXPBY { using execution_space = typename VectorType::execution_space; static_assert(static_cast(ScalarType::rank) == static_cast(0), "AXPBY static_assert Fail: ScalarType::rank != 0"); static_assert(static_cast(ConstVectorType::rank) == static_cast(1), "AXPBY static_assert Fail: ConstVectorType::rank != 1"); static_assert(static_cast(VectorType::rank) == static_cast(1), "AXPBY static_assert Fail: VectorType::rank != 1"); #if 1 typename ScalarType::const_type alpha, beta; typename ConstVectorType::const_type X; #else ScalarType alpha, beta; ConstVectorType X; #endif VectorType Y; AXPBY(const ScalarType& arg_alpha, const ConstVectorType& arg_X, const ScalarType& arg_beta, const VectorType& arg_Y) : alpha(arg_alpha), beta(arg_beta), X(arg_X), Y(arg_Y) {} KOKKOS_INLINE_FUNCTION void operator()(int i) const { Y[i] = alpha() * X[i] + beta() * Y[i]; } }; } /* namespace Kokkos */ //---------------------------------------------------------------------------- //---------------------------------------------------------------------------- namespace Kokkos { /** \brief Y = alpha * X + beta * Y */ template void axpby(const ConstScalarType& alpha, const ConstVectorType& X, const ConstScalarType& beta, const VectorType& Y) { using functor = AXPBY; parallel_for(Y.extent(0), functor(alpha, X, beta, Y)); } /** \brief Y *= alpha */ template void scale(const ConstScalarType& alpha, const VectorType& Y) { using functor = Scale; parallel_for(Y.extent(0), functor(alpha, Y)); } template void dot(const ConstVectorType& X, const ConstVectorType& Y, const Finalize& finalize) { using functor = Dot; parallel_reduce(X.extent(0), functor(X, Y), finalize); } template void dot(const ConstVectorType& X, const Finalize& finalize) { using functor = DotSingle; parallel_reduce(X.extent(0), functor(X), finalize); } } /* namespace Kokkos */ #endif /* #ifndef KOKKOS_BLAS_KERNELS_HPP */