GlobalFunctions.h
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1 // This file is part of Eigen, a lightweight C++ template library
2 // for linear algebra.
3 //
4 // Copyright (C) 2010-2016 Gael Guennebaud <gael.guennebaud@inria.fr>
5 // Copyright (C) 2010 Benoit Jacob <jacob.benoit.1@gmail.com>
6 //
7 // This Source Code Form is subject to the terms of the Mozilla
8 // Public License v. 2.0. If a copy of the MPL was not distributed
9 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
10 
11 #ifndef EIGEN_GLOBAL_FUNCTIONS_H
12 #define EIGEN_GLOBAL_FUNCTIONS_H
13 
14 #ifdef EIGEN_PARSED_BY_DOXYGEN
15 
16 #define EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(NAME, FUNCTOR, DOC_OP, DOC_DETAILS) \
17  \
23  template <typename Derived> \
24  inline const Eigen::CwiseUnaryOp<Eigen::internal::FUNCTOR<typename Derived::Scalar>, const Derived> NAME( \
25  const Eigen::ArrayBase<Derived>& x);
26 
27 #else
28 
29 #define EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(NAME, FUNCTOR, DOC_OP, DOC_DETAILS) \
30  template <typename Derived> \
31  inline const Eigen::CwiseUnaryOp<Eigen::internal::FUNCTOR<typename Derived::Scalar>, const Derived>(NAME)( \
32  const Eigen::ArrayBase<Derived>& x) { \
33  return Eigen::CwiseUnaryOp<Eigen::internal::FUNCTOR<typename Derived::Scalar>, const Derived>(x.derived()); \
34  }
35 
36 #endif // EIGEN_PARSED_BY_DOXYGEN
37 
38 #define EIGEN_ARRAY_DECLARE_GLOBAL_EIGEN_UNARY(NAME, FUNCTOR) \
39  \
40  template <typename Derived> \
41  struct NAME##_retval<ArrayBase<Derived> > { \
42  typedef const Eigen::CwiseUnaryOp<Eigen::internal::FUNCTOR<typename Derived::Scalar>, const Derived> type; \
43  }; \
44  template <typename Derived> \
45  struct NAME##_impl<ArrayBase<Derived> > { \
46  static inline typename NAME##_retval<ArrayBase<Derived> >::type run(const Eigen::ArrayBase<Derived>& x) { \
47  return typename NAME##_retval<ArrayBase<Derived> >::type(x.derived()); \
48  } \
49  };
50 
51 // IWYU pragma: private
52 #include "./InternalHeaderCheck.h"
53 
54 namespace Eigen {
56 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(imag, scalar_imag_op, imaginary part,\sa ArrayBase::imag)
57 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(conj, scalar_conjugate_op, complex conjugate,\sa ArrayBase::conjugate)
59 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(sin, scalar_sin_op, sine,\sa ArrayBase::sin)
60 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(cos, scalar_cos_op, cosine,\sa ArrayBase::cos)
61 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(tan, scalar_tan_op, tangent,\sa ArrayBase::tan)
62 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(atan, scalar_atan_op, arc - tangent,\sa ArrayBase::atan)
63 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(asin, scalar_asin_op, arc - sine,\sa ArrayBase::asin)
64 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(acos, scalar_acos_op, arc - consine,\sa ArrayBase::acos)
65 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(sinh, scalar_sinh_op, hyperbolic sine,\sa ArrayBase::sinh)
66 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(cosh, scalar_cosh_op, hyperbolic cosine,\sa ArrayBase::cosh)
67 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(tanh, scalar_tanh_op, hyperbolic tangent,\sa ArrayBase::tanh)
68 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(asinh, scalar_asinh_op, inverse hyperbolic sine,\sa ArrayBase::asinh)
69 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(acosh, scalar_acosh_op, inverse hyperbolic cosine,\sa ArrayBase::acosh)
70 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(atanh, scalar_atanh_op, inverse hyperbolic tangent,\sa ArrayBase::atanh)
71 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(logistic, scalar_logistic_op, logistic function,\sa ArrayBase::logistic)
72 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(lgamma, scalar_lgamma_op,
73  natural logarithm of the gamma function,\sa ArrayBase::lgamma)
74 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(digamma, scalar_digamma_op, derivative of lgamma,\sa ArrayBase::digamma)
75 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(erf, scalar_erf_op, error function,\sa ArrayBase::erf)
76 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(erfc, scalar_erfc_op, complement error function,\sa ArrayBase::erfc)
77 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(ndtri, scalar_ndtri_op, inverse normal distribution function,\sa ArrayBase::ndtri)
78 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(exp, scalar_exp_op, exponential,\sa ArrayBase::exp)
79 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(exp2, scalar_exp2_op, exponential,\sa ArrayBase::exp2)
80 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(expm1, scalar_expm1_op, exponential of a value minus 1,\sa ArrayBase::expm1)
81 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(log, scalar_log_op, natural logarithm,\sa Eigen::log10 DOXCOMMA ArrayBase::log)
82 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(log1p, scalar_log1p_op, natural logarithm of 1 plus the value,\sa ArrayBase::log1p)
83 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(log10, scalar_log10_op, base 10 logarithm,\sa Eigen::log DOXCOMMA ArrayBase::log10)
84 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(log2, scalar_log2_op, base 2 logarithm,\sa Eigen::log DOXCOMMA ArrayBase::log2)
85 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(abs, scalar_abs_op, absolute value,\sa ArrayBase::abs DOXCOMMA MatrixBase::cwiseAbs)
87  squared absolute value,\sa ArrayBase::abs2 DOXCOMMA MatrixBase::cwiseAbs2)
88 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(arg, scalar_arg_op, complex argument,\sa ArrayBase::arg DOXCOMMA MatrixBase::cwiseArg)
89 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(carg, scalar_carg_op,
90  complex argument, \sa ArrayBase::carg DOXCOMMA MatrixBase::cwiseCArg)
91 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(sqrt, scalar_sqrt_op, square root,\sa ArrayBase::sqrt DOXCOMMA MatrixBase::cwiseSqrt)
92 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(cbrt, scalar_cbrt_op, cube root,\sa ArrayBase::cbrt DOXCOMMA MatrixBase::cwiseCbrt)
93 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(rsqrt, scalar_rsqrt_op, reciprocal square root,\sa ArrayBase::rsqrt)
95  square(power 2),\sa Eigen::abs2 DOXCOMMA Eigen::pow DOXCOMMA ArrayBase::square)
96 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(cube, scalar_cube_op, cube(power 3),\sa Eigen::pow DOXCOMMA ArrayBase::cube)
98  nearest integer,\sa Eigen::floor DOXCOMMA Eigen::ceil DOXCOMMA ArrayBase::round)
100  nearest integer,\sa Eigen::floor DOXCOMMA Eigen::ceil DOXCOMMA ArrayBase::round)
102  floor, scalar_floor_op, nearest integer not greater than the given value,\sa Eigen::ceil DOXCOMMA ArrayBase::floor)
104  ceil, scalar_ceil_op, nearest integer not less than the given value,\sa Eigen::floor DOXCOMMA ArrayBase::ceil)
106  nearest integer not greater in magnitude than the given value,\sa Eigen::trunc DOXCOMMA
107  ArrayBase::trunc)
109  isnan, scalar_isnan_op, not -a - number test,\sa Eigen::isinf DOXCOMMA Eigen::isfinite DOXCOMMA ArrayBase::isnan)
111  isinf, scalar_isinf_op, infinite value test,\sa Eigen::isnan DOXCOMMA Eigen::isfinite DOXCOMMA ArrayBase::isinf)
113  finite value test,\sa Eigen::isinf DOXCOMMA Eigen::isnan DOXCOMMA ArrayBase::isfinite)
114 EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(sign, scalar_sign_op, sign(or 0),\sa ArrayBase::sign)
115 
116 template <typename Derived, typename ScalarExponent>
117 using GlobalUnaryPowReturnType = std::enable_if_t<
118  !internal::is_arithmetic<typename NumTraits<Derived>::Real>::value &&
119  internal::is_arithmetic<typename NumTraits<ScalarExponent>::Real>::value,
120  CwiseUnaryOp<internal::scalar_unary_pow_op<typename Derived::Scalar, ScalarExponent>, const Derived> >;
121 
131 #ifdef EIGEN_PARSED_BY_DOXYGEN
132 template <typename Derived, typename ScalarExponent>
134  const ScalarExponent& exponent);
135 #else
136 template <typename Derived, typename ScalarExponent>
138  const ScalarExponent& exponent) {
141 }
142 #endif
143 
155 template <typename Derived, typename ExponentDerived>
156 inline const Eigen::CwiseBinaryOp<
158  const ExponentDerived>
160  return Eigen::CwiseBinaryOp<
162  const ExponentDerived>(x.derived(), exponents.derived());
163 }
164 
179 #ifdef EIGEN_PARSED_BY_DOXYGEN
180 template <typename Scalar, typename Derived>
181 inline const CwiseBinaryOp<internal::scalar_pow_op<Scalar, Derived::Scalar>, Constant<Scalar>, Derived> pow(
182  const Scalar& x, const Eigen::ArrayBase<Derived>& x);
183 #else
184 template <typename Scalar, typename Derived>
188  typename Derived::Scalar)>::type,
189  Derived, pow) pow(const Scalar& x, const Eigen::ArrayBase<Derived>& exponents) {
190  typedef
193  PromotedScalar;
194  return EIGEN_SCALAR_BINARYOP_EXPR_RETURN_TYPE(PromotedScalar, Derived, pow)(
196  exponents.derived().rows(), exponents.derived().cols(), internal::scalar_constant_op<PromotedScalar>(x)),
197  exponents.derived());
198 }
199 #endif
200 
209 template <typename LhsDerived, typename RhsDerived>
210 inline const std::enable_if_t<
213  const LhsDerived, const RhsDerived> >
215  return Eigen::CwiseBinaryOp<
217  const RhsDerived>(x.derived(), exponents.derived());
218 }
219 
220 namespace internal {
224 } // namespace internal
225 } // namespace Eigen
226 
227 // TODO: cleanly disable those functions that are not supported on Array (numext::real_ref, internal::random,
228 // internal::isApprox...)
229 
230 #endif // EIGEN_GLOBAL_FUNCTIONS_H
AnnoyingScalar abs(const AnnoyingScalar &x)
Definition: AnnoyingScalar.h:135
AnnoyingScalar cos(const AnnoyingScalar &x)
Definition: AnnoyingScalar.h:136
AnnoyingScalar acos(const AnnoyingScalar &x)
Definition: AnnoyingScalar.h:138
AnnoyingScalar sin(const AnnoyingScalar &x)
Definition: AnnoyingScalar.h:137
AnnoyingScalar imag(const AnnoyingScalar &)
Definition: AnnoyingScalar.h:132
AnnoyingScalar sqrt(const AnnoyingScalar &x)
Definition: AnnoyingScalar.h:134
#define EIGEN_ARRAY_DECLARE_GLOBAL_EIGEN_UNARY(NAME, FUNCTOR)
Definition: GlobalFunctions.h:38
#define EIGEN_SCALAR_BINARY_SUPPORTED(OPNAME, TYPEA, TYPEB)
Definition: Macros.h:1196
#define EIGEN_DEVICE_FUNC
Definition: Macros.h:892
#define EIGEN_COMMA
Definition: Macros.h:821
SCALAR Scalar
Definition: bench_gemm.cpp:45
boost::multiprecision::number< boost::multiprecision::cpp_dec_float< 100 >, boost::multiprecision::et_on > Real
Definition: boostmultiprec.cpp:77
Base class for all 1D and 2D array, and related expressions.
Definition: ArrayBase.h:44
#define EIGEN_SCALAR_BINARYOP_EXPR_RETURN_TYPE(SCALAR, EXPR, OPNAME)
internal::traits< Derived >::Scalar Scalar
Definition: ArrayBase.h:53
const Eigen::CwiseBinaryOp< Eigen::internal::scalar_pow_op< typename Derived::Scalar, typename ExponentDerived::Scalar >, const Derived, const ExponentDerived > pow(const Eigen::ArrayBase< Derived > &x, const Eigen::ArrayBase< ExponentDerived > &exponents)
Definition: GlobalFunctions.h:159
EIGEN_DEVICE_FUNC const GlobalUnaryPowReturnType< Derived, ScalarExponent > pow(const Eigen::ArrayBase< Derived > &x, const ScalarExponent &exponent)
Definition: GlobalFunctions.h:137
Generic expression where a coefficient-wise binary operator is applied to two expressions.
Definition: CwiseBinaryOp.h:79
Generic expression where a coefficient-wise unary operator is applied to an expression.
Definition: CwiseUnaryOp.h:53
Base class for all dense matrices, vectors, and expressions.
Definition: MatrixBase.h:52
float real
Definition: datatypes.h:10
int integer
Definition: datatypes.h:8
void inverse(const MatrixType &m)
Definition: inverse.cpp:64
const Scalar * a
Definition: level2_cplx_impl.h:32
#define isfinite(X)
Definition: main.h:111
#define isnan(X)
Definition: main.h:109
#define isinf(X)
Definition: main.h:110
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 tanh(const bfloat16 &a)
Definition: BFloat16.h:639
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 floor(const bfloat16 &a)
Definition: BFloat16.h:643
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 cosh(const bfloat16 &a)
Definition: BFloat16.h:638
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 atanh(const bfloat16 &a)
Definition: BFloat16.h:642
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 ceil(const bfloat16 &a)
Definition: BFloat16.h:644
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 trunc(const bfloat16 &a)
Definition: BFloat16.h:647
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 rint(const bfloat16 &a)
Definition: BFloat16.h:645
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 asin(const bfloat16 &a)
Definition: BFloat16.h:634
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 log10(const bfloat16 &a)
Definition: BFloat16.h:620
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 atan(const bfloat16 &a)
Definition: BFloat16.h:636
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 exp(const bfloat16 &a)
Definition: BFloat16.h:615
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 pow(const bfloat16 &a, const bfloat16 &b)
Definition: BFloat16.h:625
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 expm1(const bfloat16 &a)
Definition: BFloat16.h:617
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 round(const bfloat16 &a)
Definition: BFloat16.h:646
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 log(const bfloat16 &a)
Definition: BFloat16.h:618
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 sinh(const bfloat16 &a)
Definition: BFloat16.h:637
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 tan(const bfloat16 &a)
Definition: BFloat16.h:633
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 exp2(const bfloat16 &a)
Definition: BFloat16.h:616
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 acosh(const bfloat16 &a)
Definition: BFloat16.h:641
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 log1p(const bfloat16 &a)
Definition: BFloat16.h:619
EIGEN_STRONG_INLINE EIGEN_DEVICE_FUNC bfloat16 asinh(const bfloat16 &a)
Definition: BFloat16.h:640
EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE T rsqrt(const T &x)
Definition: MathFunctions.h:1327
EIGEN_DEVICE_FUNC EIGEN_ALWAYS_INLINE T cbrt(const T &x)
Definition: MathFunctions.h:1320
EIGEN_DEVICE_FUNC bool abs2(bool x)
Definition: MathFunctions.h:1102
Namespace containing all symbols from the Eigen library.
Definition: bench_norm.cpp:70
scalar_abs2_op
Definition: GlobalFunctions.h:86
AutoDiffScalar< Matrix< typename internal::traits< internal::remove_all_t< DerTypeA > >::Scalar, Dynamic, 1 > > atan2(const AutoDiffScalar< DerTypeA > &a, const AutoDiffScalar< DerTypeB > &b)
Definition: AutoDiffScalar.h:558
squared absolute value
Definition: GlobalFunctions.h:87
squared absolute sa ArrayBase::abs2 DOXCOMMA MatrixBase::cwiseAbs2 sa Eigen::abs2 DOXCOMMA Eigen::pow DOXCOMMA ArrayBase::square nearest sa Eigen::floor DOXCOMMA Eigen::ceil DOXCOMMA ArrayBase::round scalar_ceil_op
Definition: GlobalFunctions.h:104
EIGEN_DEVICE_FUNC const const Eigen::ArrayBase< Derived > & exponents
Definition: GlobalFunctions.h:189
squared absolute sa ArrayBase::abs2 DOXCOMMA MatrixBase::cwiseAbs2 sa Eigen::abs2 DOXCOMMA Eigen::pow DOXCOMMA ArrayBase::square nearest sa Eigen::floor DOXCOMMA Eigen::ceil DOXCOMMA ArrayBase::round nearest integer not less than the given sa Eigen::floor DOXCOMMA ArrayBase::ceil scalar_isnan_op
Definition: GlobalFunctions.h:109
squared absolute sa ArrayBase::abs2 DOXCOMMA MatrixBase::cwiseAbs2 sa Eigen::abs2 DOXCOMMA Eigen::pow DOXCOMMA ArrayBase::square nearest sa Eigen::floor DOXCOMMA Eigen::ceil DOXCOMMA ArrayBase::round nearest integer not less than the given sa Eigen::floor DOXCOMMA ArrayBase::ceil not a number sa Eigen::isinf DOXCOMMA Eigen::isfinite DOXCOMMA ArrayBase::isnan scalar_isfinite_op
Definition: GlobalFunctions.h:112
std::enable_if_t< !internal::is_arithmetic< typename NumTraits< Derived >::Real >::value &&internal::is_arithmetic< typename NumTraits< ScalarExponent >::Real >::value, CwiseUnaryOp< internal::scalar_unary_pow_op< typename Derived::Scalar, ScalarExponent >, const Derived > > GlobalUnaryPowReturnType
Definition: GlobalFunctions.h:120
squared absolute sa ArrayBase::abs2 DOXCOMMA MatrixBase::cwiseAbs2 sa Eigen::abs2 DOXCOMMA Eigen::pow DOXCOMMA ArrayBase::square scalar_round_op
Definition: GlobalFunctions.h:99
const AutoDiffScalar< DerType > & conj(const AutoDiffScalar< DerType > &x)
Definition: AutoDiffScalar.h:482
squared absolute sa ArrayBase::abs2 DOXCOMMA MatrixBase::cwiseAbs2 square(power 2)
squared absolute sa ArrayBase::abs2 DOXCOMMA MatrixBase::cwiseAbs2 scalar_square_op
Definition: GlobalFunctions.h:94
EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(lgamma, scalar_lgamma_op, natural logarithm of the gamma function,\sa ArrayBase::lgamma) EIGEN_ARRAY_DECLARE_GLOBAL_UNARY(abs2
T cube(T x)
Definition: cxx11_tensor_builtins_sycl.cpp:56
T sign(T x)
Definition: cxx11_tensor_builtins_sycl.cpp:172
void normal(const Vector< double > &x, Vector< double > &normal)
Definition: free_surface_rotation.cc:65
int error
Definition: calibrate.py:297
type
Definition: compute_granudrum_aor.py:141
Definition: Eigen_Colamd.h:49
Mdouble gamma(Mdouble gamma_in)
This is the gamma function returns the true value for the half integer value.
Definition: ExtendedMath.cc:116
double magnitude(const Vector< double > &a)
Get the magnitude of a vector.
Definition: oomph-lib/src/generic/Vector.h:303
list x
Definition: plotDoE.py:28
Definition: indexed_view.cpp:20
Scalar log2(Scalar x)
Definition: packetmath.cpp:754
Holds information about the various numeric (i.e. scalar) types allowed by Eigen.
Definition: NumTraits.h:217
CwiseNullaryOp< scalar_constant_op< Scalar >, const std::conditional_t< is_same< typename traits< Expr >::XprKind, MatrixXpr >::value, matrix_type, array_type > > type
Definition: XprHelper.h:815
Definition: XprHelper.h:96
Definition: BinaryFunctors.h:683
Definition: NullaryFunctors.h:21
Template functor to compute the pow of two scalars See the specification of pow in https://en....
Definition: BinaryFunctors.h:341
Definition: functors/UnaryFunctors.h:1325
Definition: datatypes.h:12
Definition: main.h:116
Definition: main.h:115