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-rw-r--r--Eigen/src/Core/functors/UnaryFunctors.h32
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