3RNN/Lib/site-packages/tensorflow/include/google/protobuf/stubs/mathutil.h

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#ifndef GOOGLE_PROTOBUF_STUBS_MATHUTIL_H_
#define GOOGLE_PROTOBUF_STUBS_MATHUTIL_H_

#include <cmath>
#include <float.h>
#include <limits>

#include <google/protobuf/stubs/common.h>
#include <google/protobuf/stubs/logging.h>

namespace google {
namespace protobuf {
namespace internal {

// Like std::make_unsigned_t except floating point types map to themselves.
template <typename T>
using MakeUnsignedT =
    typename std::conditional<std::is_integral<T>::value, std::make_unsigned<T>,
                              std::common_type<T>>::type::type;

// Like std::isnan() except a template function that is defined for all numeric
// types.
template <typename T,
          typename std::enable_if<std::is_integral<T>::value, int>::type = 0>
bool IsNan(T /*val*/) {
  return false;
}

template <typename T, typename std::enable_if<std::is_floating_point<T>::value,
                                              int>::type = 0>
bool IsNan(T val) {
  return std::isnan(val);
}

template<typename T>
bool AlmostEquals(T a, T b) {
  return a == b;
}
template<>
inline bool AlmostEquals(float a, float b) {
  return fabs(a - b) < 32 * FLT_EPSILON;
}

template<>
inline bool AlmostEquals(double a, double b) {
  return fabs(a - b) < 32 * DBL_EPSILON;
}

}  // namespace internal

class MathUtil {
 public:
  template <typename T>
  static T Sign(T value) {
    if (value == T(0) || internal::IsNan(value)) {
      return value;
    }
    return value > T(0) ? 1 : -1;
  }

  template <typename T>
  static bool AlmostEquals(T a, T b) {
    return internal::AlmostEquals(a, b);
  }

  // Largest of two values.
  // Works correctly for special floating point values.
  // Note: 0.0 and -0.0 are not differentiated by Max (Max(0.0, -0.0) is -0.0),
  // which should be OK because, although they (can) have different
  // bit representation, they are observably the same when examined
  // with arithmetic and (in)equality operators.
  template <typename T>
  static T Max(const T x, const T y) {
    return internal::IsNan(x) || x > y ? x : y;
  }

  // Absolute value of x
  // Works correctly for unsigned types and
  // for special floating point values.
  // Note: 0.0 and -0.0 are not differentiated by Abs (Abs(0.0) is -0.0),
  // which should be OK: see the comment for Max above.
  template<typename T>
  static T Abs(const T x) {
    return x > T(0) ? x : -x;
  }

  // Absolute value of the difference between two numbers.
  // Works correctly for signed types and special floating point values.
  template <typename T>
  static typename internal::MakeUnsignedT<T> AbsDiff(const T x, const T y) {
    // Carries out arithmetic as unsigned to avoid overflow.
    typedef typename internal::MakeUnsignedT<T> R;
    return x > y ? R(x) - R(y) : R(y) - R(x);
  }

  // If two (usually floating point) numbers are within a certain
  // fraction of their magnitude or within a certain absolute margin of error.
  // This is the same as the following but faster:
  //   WithinFraction(x, y, fraction)  ||  WithinMargin(x, y, margin)
  // E.g. WithinFraction(0.0, 1e-10, 1e-5) is false but
  //      WithinFractionOrMargin(0.0, 1e-10, 1e-5, 1e-5) is true.
  template<typename T>
  static bool WithinFractionOrMargin(const T x, const T y,
                                     const T fraction, const T margin);
};

template<typename T>
bool MathUtil::WithinFractionOrMargin(const T x, const T y,
                                      const T fraction, const T margin) {
  // Not just "0 <= fraction" to fool the compiler for unsigned types.
  GOOGLE_DCHECK((T(0) < fraction || T(0) == fraction) &&
         fraction < T(1) &&
         margin >= T(0));

  // Template specialization will convert the if() condition to a constant,
  // which will cause the compiler to generate code for either the "if" part
  // or the "then" part.  In this way we avoid a compiler warning
  // about a potential integer overflow in crosstool v12 (gcc 4.3.1).
  if (std::numeric_limits<T>::is_integer) {
    return x == y;
  } else {
    if (!std::isfinite(x) || !std::isfinite(y)) {
      return false;
    }
    T relative_margin = static_cast<T>(fraction * Max(Abs(x), Abs(y)));
    return AbsDiff(x, y) <= Max(margin, relative_margin);
  }
}

}  // namespace protobuf
}  // namespace google

#endif  // GOOGLE_PROTOBUF_STUBS_MATHUTIL_H_