diff options
Diffstat (limited to 'runtimes/nn/depend/external/eigen/Eigen/src/Core/util/Meta.h')
-rwxr-xr-x | runtimes/nn/depend/external/eigen/Eigen/src/Core/util/Meta.h | 492 |
1 files changed, 492 insertions, 0 deletions
diff --git a/runtimes/nn/depend/external/eigen/Eigen/src/Core/util/Meta.h b/runtimes/nn/depend/external/eigen/Eigen/src/Core/util/Meta.h new file mode 100755 index 000000000..7f6370755 --- /dev/null +++ b/runtimes/nn/depend/external/eigen/Eigen/src/Core/util/Meta.h @@ -0,0 +1,492 @@ +// This file is part of Eigen, a lightweight C++ template library +// for linear algebra. +// +// Copyright (C) 2008-2015 Gael Guennebaud <gael.guennebaud@inria.fr> +// Copyright (C) 2006-2008 Benoit Jacob <jacob.benoit.1@gmail.com> +// +// This Source Code Form is subject to the terms of the Mozilla +// Public License v. 2.0. If a copy of the MPL was not distributed +// with this file, You can obtain one at http://mozilla.org/MPL/2.0/. + +#ifndef EIGEN_META_H +#define EIGEN_META_H + +#if defined(__CUDA_ARCH__) +#include <cfloat> +#include <math_constants.h> +#endif + +#if EIGEN_COMP_ICC>=1600 && __cplusplus >= 201103L +#include <cstdint> +#endif + +namespace Eigen { + +typedef EIGEN_DEFAULT_DENSE_INDEX_TYPE DenseIndex; + +/** + * \brief The Index type as used for the API. + * \details To change this, \c \#define the preprocessor symbol \c EIGEN_DEFAULT_DENSE_INDEX_TYPE. + * \sa \blank \ref TopicPreprocessorDirectives, StorageIndex. + */ + +typedef EIGEN_DEFAULT_DENSE_INDEX_TYPE Index; + +namespace internal { + +/** \internal + * \file Meta.h + * This file contains generic metaprogramming classes which are not specifically related to Eigen. + * \note In case you wonder, yes we're aware that Boost already provides all these features, + * we however don't want to add a dependency to Boost. + */ + +// Only recent versions of ICC complain about using ptrdiff_t to hold pointers, +// and older versions do not provide *intptr_t types. +#if EIGEN_COMP_ICC>=1600 && __cplusplus >= 201103L +typedef std::intptr_t IntPtr; +typedef std::uintptr_t UIntPtr; +#else +typedef std::ptrdiff_t IntPtr; +typedef std::size_t UIntPtr; +#endif + +struct true_type { enum { value = 1 }; }; +struct false_type { enum { value = 0 }; }; + +template<bool Condition, typename Then, typename Else> +struct conditional { typedef Then type; }; + +template<typename Then, typename Else> +struct conditional <false, Then, Else> { typedef Else type; }; + +template<typename T, typename U> struct is_same { enum { value = 0 }; }; +template<typename T> struct is_same<T,T> { enum { value = 1 }; }; + +template<typename T> struct remove_reference { typedef T type; }; +template<typename T> struct remove_reference<T&> { typedef T type; }; + +template<typename T> struct remove_pointer { typedef T type; }; +template<typename T> struct remove_pointer<T*> { typedef T type; }; +template<typename T> struct remove_pointer<T*const> { typedef T type; }; + +template <class T> struct remove_const { typedef T type; }; +template <class T> struct remove_const<const T> { typedef T type; }; +template <class T> struct remove_const<const T[]> { typedef T type[]; }; +template <class T, unsigned int Size> struct remove_const<const T[Size]> { typedef T type[Size]; }; + +template<typename T> struct remove_all { typedef T type; }; +template<typename T> struct remove_all<const T> { typedef typename remove_all<T>::type type; }; +template<typename T> struct remove_all<T const&> { typedef typename remove_all<T>::type type; }; +template<typename T> struct remove_all<T&> { typedef typename remove_all<T>::type type; }; +template<typename T> struct remove_all<T const*> { typedef typename remove_all<T>::type type; }; +template<typename T> struct remove_all<T*> { typedef typename remove_all<T>::type type; }; + +template<typename T> struct is_arithmetic { enum { value = false }; }; +template<> struct is_arithmetic<float> { enum { value = true }; }; +template<> struct is_arithmetic<double> { enum { value = true }; }; +template<> struct is_arithmetic<long double> { enum { value = true }; }; +template<> struct is_arithmetic<bool> { enum { value = true }; }; +template<> struct is_arithmetic<char> { enum { value = true }; }; +template<> struct is_arithmetic<signed char> { enum { value = true }; }; +template<> struct is_arithmetic<unsigned char> { enum { value = true }; }; +template<> struct is_arithmetic<signed short> { enum { value = true }; }; +template<> struct is_arithmetic<unsigned short>{ enum { value = true }; }; +template<> struct is_arithmetic<signed int> { enum { value = true }; }; +template<> struct is_arithmetic<unsigned int> { enum { value = true }; }; +template<> struct is_arithmetic<signed long> { enum { value = true }; }; +template<> struct is_arithmetic<unsigned long> { enum { value = true }; }; + +template<typename T> struct is_integral { enum { value = false }; }; +template<> struct is_integral<bool> { enum { value = true }; }; +template<> struct is_integral<char> { enum { value = true }; }; +template<> struct is_integral<signed char> { enum { value = true }; }; +template<> struct is_integral<unsigned char> { enum { value = true }; }; +template<> struct is_integral<signed short> { enum { value = true }; }; +template<> struct is_integral<unsigned short> { enum { value = true }; }; +template<> struct is_integral<signed int> { enum { value = true }; }; +template<> struct is_integral<unsigned int> { enum { value = true }; }; +template<> struct is_integral<signed long> { enum { value = true }; }; +template<> struct is_integral<unsigned long> { enum { value = true }; }; + +template <typename T> struct add_const { typedef const T type; }; +template <typename T> struct add_const<T&> { typedef T& type; }; + +template <typename T> struct is_const { enum { value = 0 }; }; +template <typename T> struct is_const<T const> { enum { value = 1 }; }; + +template<typename T> struct add_const_on_value_type { typedef const T type; }; +template<typename T> struct add_const_on_value_type<T&> { typedef T const& type; }; +template<typename T> struct add_const_on_value_type<T*> { typedef T const* type; }; +template<typename T> struct add_const_on_value_type<T* const> { typedef T const* const type; }; +template<typename T> struct add_const_on_value_type<T const* const> { typedef T const* const type; }; + + +template<typename From, typename To> +struct is_convertible_impl +{ +private: + struct any_conversion + { + template <typename T> any_conversion(const volatile T&); + template <typename T> any_conversion(T&); + }; + struct yes {int a[1];}; + struct no {int a[2];}; + + static yes test(const To&, int); + static no test(any_conversion, ...); + +public: + static From ms_from; +#ifdef __INTEL_COMPILER + #pragma warning push + #pragma warning ( disable : 2259 ) +#endif + enum { value = sizeof(test(ms_from, 0))==sizeof(yes) }; +#ifdef __INTEL_COMPILER + #pragma warning pop +#endif +}; + +template<typename From, typename To> +struct is_convertible +{ + enum { value = is_convertible_impl<typename remove_all<From>::type, + typename remove_all<To >::type>::value }; +}; + +/** \internal Allows to enable/disable an overload + * according to a compile time condition. + */ +template<bool Condition, typename T=void> struct enable_if; + +template<typename T> struct enable_if<true,T> +{ typedef T type; }; + +#if defined(__CUDA_ARCH__) +#if !defined(__FLT_EPSILON__) +#define __FLT_EPSILON__ FLT_EPSILON +#define __DBL_EPSILON__ DBL_EPSILON +#endif + +namespace device { + +template<typename T> struct numeric_limits +{ + EIGEN_DEVICE_FUNC + static T epsilon() { return 0; } + static T (max)() { assert(false && "Highest not supported for this type"); } + static T (min)() { assert(false && "Lowest not supported for this type"); } + static T infinity() { assert(false && "Infinity not supported for this type"); } + static T quiet_NaN() { assert(false && "quiet_NaN not supported for this type"); } +}; +template<> struct numeric_limits<float> +{ + EIGEN_DEVICE_FUNC + static float epsilon() { return __FLT_EPSILON__; } + EIGEN_DEVICE_FUNC + static float (max)() { return CUDART_MAX_NORMAL_F; } + EIGEN_DEVICE_FUNC + static float (min)() { return FLT_MIN; } + EIGEN_DEVICE_FUNC + static float infinity() { return CUDART_INF_F; } + EIGEN_DEVICE_FUNC + static float quiet_NaN() { return CUDART_NAN_F; } +}; +template<> struct numeric_limits<double> +{ + EIGEN_DEVICE_FUNC + static double epsilon() { return __DBL_EPSILON__; } + EIGEN_DEVICE_FUNC + static double (max)() { return DBL_MAX; } + EIGEN_DEVICE_FUNC + static double (min)() { return DBL_MIN; } + EIGEN_DEVICE_FUNC + static double infinity() { return CUDART_INF; } + EIGEN_DEVICE_FUNC + static double quiet_NaN() { return CUDART_NAN; } +}; +template<> struct numeric_limits<int> +{ + EIGEN_DEVICE_FUNC + static int epsilon() { return 0; } + EIGEN_DEVICE_FUNC + static int (max)() { return INT_MAX; } + EIGEN_DEVICE_FUNC + static int (min)() { return INT_MIN; } +}; +template<> struct numeric_limits<unsigned int> +{ + EIGEN_DEVICE_FUNC + static unsigned int epsilon() { return 0; } + EIGEN_DEVICE_FUNC + static unsigned int (max)() { return UINT_MAX; } + EIGEN_DEVICE_FUNC + static unsigned int (min)() { return 0; } +}; +template<> struct numeric_limits<long> +{ + EIGEN_DEVICE_FUNC + static long epsilon() { return 0; } + EIGEN_DEVICE_FUNC + static long (max)() { return LONG_MAX; } + EIGEN_DEVICE_FUNC + static long (min)() { return LONG_MIN; } +}; +template<> struct numeric_limits<unsigned long> +{ + EIGEN_DEVICE_FUNC + static unsigned long epsilon() { return 0; } + EIGEN_DEVICE_FUNC + static unsigned long (max)() { return ULONG_MAX; } + EIGEN_DEVICE_FUNC + static unsigned long (min)() { return 0; } +}; +template<> struct numeric_limits<long long> +{ + EIGEN_DEVICE_FUNC + static long long epsilon() { return 0; } + EIGEN_DEVICE_FUNC + static long long (max)() { return LLONG_MAX; } + EIGEN_DEVICE_FUNC + static long long (min)() { return LLONG_MIN; } +}; +template<> struct numeric_limits<unsigned long long> +{ + EIGEN_DEVICE_FUNC + static unsigned long long epsilon() { return 0; } + EIGEN_DEVICE_FUNC + static unsigned long long (max)() { return ULLONG_MAX; } + EIGEN_DEVICE_FUNC + static unsigned long long (min)() { return 0; } +}; + +} + +#endif + +/** \internal + * A base class do disable default copy ctor and copy assignement operator. + */ +class noncopyable +{ + EIGEN_DEVICE_FUNC noncopyable(const noncopyable&); + EIGEN_DEVICE_FUNC const noncopyable& operator=(const noncopyable&); +protected: + EIGEN_DEVICE_FUNC noncopyable() {} + EIGEN_DEVICE_FUNC ~noncopyable() {} +}; + +/** \internal + * Convenient struct to get the result type of a unary or binary functor. + * + * It supports both the current STL mechanism (using the result_type member) as well as + * upcoming next STL generation (using a templated result member). + * If none of these members is provided, then the type of the first argument is returned. FIXME, that behavior is a pretty bad hack. + */ +#if EIGEN_HAS_STD_RESULT_OF +template<typename T> struct result_of { + typedef typename std::result_of<T>::type type1; + typedef typename remove_all<type1>::type type; +}; +#else +template<typename T> struct result_of { }; + +struct has_none {int a[1];}; +struct has_std_result_type {int a[2];}; +struct has_tr1_result {int a[3];}; + +template<typename Func, typename ArgType, int SizeOf=sizeof(has_none)> +struct unary_result_of_select {typedef typename internal::remove_all<ArgType>::type type;}; + +template<typename Func, typename ArgType> +struct unary_result_of_select<Func, ArgType, sizeof(has_std_result_type)> {typedef typename Func::result_type type;}; + +template<typename Func, typename ArgType> +struct unary_result_of_select<Func, ArgType, sizeof(has_tr1_result)> {typedef typename Func::template result<Func(ArgType)>::type type;}; + +template<typename Func, typename ArgType> +struct result_of<Func(ArgType)> { + template<typename T> + static has_std_result_type testFunctor(T const *, typename T::result_type const * = 0); + template<typename T> + static has_tr1_result testFunctor(T const *, typename T::template result<T(ArgType)>::type const * = 0); + static has_none testFunctor(...); + + // note that the following indirection is needed for gcc-3.3 + enum {FunctorType = sizeof(testFunctor(static_cast<Func*>(0)))}; + typedef typename unary_result_of_select<Func, ArgType, FunctorType>::type type; +}; + +template<typename Func, typename ArgType0, typename ArgType1, int SizeOf=sizeof(has_none)> +struct binary_result_of_select {typedef typename internal::remove_all<ArgType0>::type type;}; + +template<typename Func, typename ArgType0, typename ArgType1> +struct binary_result_of_select<Func, ArgType0, ArgType1, sizeof(has_std_result_type)> +{typedef typename Func::result_type type;}; + +template<typename Func, typename ArgType0, typename ArgType1> +struct binary_result_of_select<Func, ArgType0, ArgType1, sizeof(has_tr1_result)> +{typedef typename Func::template result<Func(ArgType0,ArgType1)>::type type;}; + +template<typename Func, typename ArgType0, typename ArgType1> +struct result_of<Func(ArgType0,ArgType1)> { + template<typename T> + static has_std_result_type testFunctor(T const *, typename T::result_type const * = 0); + template<typename T> + static has_tr1_result testFunctor(T const *, typename T::template result<T(ArgType0,ArgType1)>::type const * = 0); + static has_none testFunctor(...); + + // note that the following indirection is needed for gcc-3.3 + enum {FunctorType = sizeof(testFunctor(static_cast<Func*>(0)))}; + typedef typename binary_result_of_select<Func, ArgType0, ArgType1, FunctorType>::type type; +}; + +template<typename Func, typename ArgType0, typename ArgType1, typename ArgType2, int SizeOf=sizeof(has_none)> +struct ternary_result_of_select {typedef typename internal::remove_all<ArgType0>::type type;}; + +template<typename Func, typename ArgType0, typename ArgType1, typename ArgType2> +struct ternary_result_of_select<Func, ArgType0, ArgType1, ArgType2, sizeof(has_std_result_type)> +{typedef typename Func::result_type type;}; + +template<typename Func, typename ArgType0, typename ArgType1, typename ArgType2> +struct ternary_result_of_select<Func, ArgType0, ArgType1, ArgType2, sizeof(has_tr1_result)> +{typedef typename Func::template result<Func(ArgType0,ArgType1,ArgType2)>::type type;}; + +template<typename Func, typename ArgType0, typename ArgType1, typename ArgType2> +struct result_of<Func(ArgType0,ArgType1,ArgType2)> { + template<typename T> + static has_std_result_type testFunctor(T const *, typename T::result_type const * = 0); + template<typename T> + static has_tr1_result testFunctor(T const *, typename T::template result<T(ArgType0,ArgType1,ArgType2)>::type const * = 0); + static has_none testFunctor(...); + + // note that the following indirection is needed for gcc-3.3 + enum {FunctorType = sizeof(testFunctor(static_cast<Func*>(0)))}; + typedef typename ternary_result_of_select<Func, ArgType0, ArgType1, ArgType2, FunctorType>::type type; +}; +#endif + +struct meta_yes { char a[1]; }; +struct meta_no { char a[2]; }; + +// Check whether T::ReturnType does exist +template <typename T> +struct has_ReturnType +{ + template <typename C> static meta_yes testFunctor(typename C::ReturnType const *); + template <typename C> static meta_no testFunctor(...); + + enum { value = sizeof(testFunctor<T>(0)) == sizeof(meta_yes) }; +}; + +template<typename T> const T* return_ptr(); + +template <typename T, typename IndexType=Index> +struct has_nullary_operator +{ + template <typename C> static meta_yes testFunctor(C const *,typename enable_if<(sizeof(return_ptr<C>()->operator()())>0)>::type * = 0); + static meta_no testFunctor(...); + + enum { value = sizeof(testFunctor(static_cast<T*>(0))) == sizeof(meta_yes) }; +}; + +template <typename T, typename IndexType=Index> +struct has_unary_operator +{ + template <typename C> static meta_yes testFunctor(C const *,typename enable_if<(sizeof(return_ptr<C>()->operator()(IndexType(0)))>0)>::type * = 0); + static meta_no testFunctor(...); + + enum { value = sizeof(testFunctor(static_cast<T*>(0))) == sizeof(meta_yes) }; +}; + +template <typename T, typename IndexType=Index> +struct has_binary_operator +{ + template <typename C> static meta_yes testFunctor(C const *,typename enable_if<(sizeof(return_ptr<C>()->operator()(IndexType(0),IndexType(0)))>0)>::type * = 0); + static meta_no testFunctor(...); + + enum { value = sizeof(testFunctor(static_cast<T*>(0))) == sizeof(meta_yes) }; +}; + +/** \internal In short, it computes int(sqrt(\a Y)) with \a Y an integer. + * Usage example: \code meta_sqrt<1023>::ret \endcode + */ +template<int Y, + int InfX = 0, + int SupX = ((Y==1) ? 1 : Y/2), + bool Done = ((SupX-InfX)<=1 ? true : ((SupX*SupX <= Y) && ((SupX+1)*(SupX+1) > Y))) > + // use ?: instead of || just to shut up a stupid gcc 4.3 warning +class meta_sqrt +{ + enum { + MidX = (InfX+SupX)/2, + TakeInf = MidX*MidX > Y ? 1 : 0, + NewInf = int(TakeInf) ? InfX : int(MidX), + NewSup = int(TakeInf) ? int(MidX) : SupX + }; + public: + enum { ret = meta_sqrt<Y,NewInf,NewSup>::ret }; +}; + +template<int Y, int InfX, int SupX> +class meta_sqrt<Y, InfX, SupX, true> { public: enum { ret = (SupX*SupX <= Y) ? SupX : InfX }; }; + + +/** \internal Computes the least common multiple of two positive integer A and B + * at compile-time. It implements a naive algorithm testing all multiples of A. + * It thus works better if A>=B. + */ +template<int A, int B, int K=1, bool Done = ((A*K)%B)==0> +struct meta_least_common_multiple +{ + enum { ret = meta_least_common_multiple<A,B,K+1>::ret }; +}; +template<int A, int B, int K> +struct meta_least_common_multiple<A,B,K,true> +{ + enum { ret = A*K }; +}; + +/** \internal determines whether the product of two numeric types is allowed and what the return type is */ +template<typename T, typename U> struct scalar_product_traits +{ + enum { Defined = 0 }; +}; + +// FIXME quick workaround around current limitation of result_of +// template<typename Scalar, typename ArgType0, typename ArgType1> +// struct result_of<scalar_product_op<Scalar>(ArgType0,ArgType1)> { +// typedef typename scalar_product_traits<typename remove_all<ArgType0>::type, typename remove_all<ArgType1>::type>::ReturnType type; +// }; + +} // end namespace internal + +namespace numext { + +#if defined(__CUDA_ARCH__) +template<typename T> EIGEN_DEVICE_FUNC void swap(T &a, T &b) { T tmp = b; b = a; a = tmp; } +#else +template<typename T> EIGEN_STRONG_INLINE void swap(T &a, T &b) { std::swap(a,b); } +#endif + +#if defined(__CUDA_ARCH__) +using internal::device::numeric_limits; +#else +using std::numeric_limits; +#endif + +// Integer division with rounding up. +// T is assumed to be an integer type with a>=0, and b>0 +template<typename T> +T div_ceil(const T &a, const T &b) +{ + return (a+b-1) / b; +} + +} // end namespace numext + +} // end namespace Eigen + +#endif // EIGEN_META_H |