diff options
Diffstat (limited to 'Eigen/src/Core/functors/UnaryFunctors.h')
-rw-r--r-- | Eigen/src/Core/functors/UnaryFunctors.h | 32 |
1 files changed, 30 insertions, 2 deletions
diff --git a/Eigen/src/Core/functors/UnaryFunctors.h b/Eigen/src/Core/functors/UnaryFunctors.h index bfc046556..c1cc2ab3b 100644 --- a/Eigen/src/Core/functors/UnaryFunctors.h +++ b/Eigen/src/Core/functors/UnaryFunctors.h @@ -701,7 +701,7 @@ template<typename Scalar> struct scalar_isnan_op { EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE result_type operator() (const Scalar& a) const { #if defined(__SYCL_DEVICE_ONLY__) return numext::isnan(a); -#else +#else return (numext::isnan)(a); #endif } @@ -815,7 +815,7 @@ struct scalar_sign_op<Scalar,true> { template<typename Scalar> struct functor_traits<scalar_sign_op<Scalar> > { enum { - Cost = + Cost = NumTraits<Scalar>::IsComplex ? ( 8*NumTraits<Scalar>::MulCost ) // roughly : ( 3*NumTraits<Scalar>::AddCost), @@ -823,6 +823,34 @@ struct functor_traits<scalar_sign_op<Scalar> > }; }; +/** \internal + * \brief Template functor to compute the logistic function of a scalar + * \sa class CwiseUnaryOp, ArrayBase::logistic() + */ +template <typename T> +struct scalar_logistic_op { + EIGEN_EMPTY_STRUCT_CTOR(scalar_logistic_op) + EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE T operator()(const T& x) const { + const T one = T(1); + return one / (one + numext::exp(-x)); + } + + template <typename Packet> EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE + Packet packetOp(const Packet& x) const { + const Packet one = pset1<Packet>(T(1)); + return pdiv(one, padd(one, pexp(pnegate(x)))); + } +}; +template <typename T> +struct functor_traits<scalar_logistic_op<T> > { + enum { + Cost = NumTraits<T>::AddCost * 2 + NumTraits<T>::MulCost * 6, + PacketAccess = packet_traits<T>::HasAdd && packet_traits<T>::HasDiv && + packet_traits<T>::HasNegate && packet_traits<T>::HasExp + }; +}; + + } // end namespace internal } // end namespace Eigen |