\frac{2}{1 + e^{-2 \cdot x}} - 1\begin{array}{l}
\mathbf{if}\;x \le -0.007801985501095653:\\
\;\;\;\;\frac{2}{1 + e^{-2 \cdot x}} - 1\\
\mathbf{elif}\;x \le 0.011811720304489515:\\
\;\;\;\;\mathsf{fma}\left(\frac{-1}{3}, x \cdot \left(x \cdot x\right), \mathsf{fma}\left({x}^{5}, \frac{2}{15}, x\right)\right)\\
\mathbf{else}:\\
\;\;\;\;\frac{2}{\mathsf{expm1}\left(-4 \cdot x\right)} \cdot \left(e^{-2 \cdot x} - 1\right) - 1\\
\end{array}double f(double x, double __attribute__((unused)) y) {
double r2081686 = 2.0;
double r2081687 = 1.0;
double r2081688 = -2.0;
double r2081689 = x;
double r2081690 = r2081688 * r2081689;
double r2081691 = exp(r2081690);
double r2081692 = r2081687 + r2081691;
double r2081693 = r2081686 / r2081692;
double r2081694 = r2081693 - r2081687;
return r2081694;
}
double f(double x, double __attribute__((unused)) y) {
double r2081695 = x;
double r2081696 = -0.007801985501095653;
bool r2081697 = r2081695 <= r2081696;
double r2081698 = 2.0;
double r2081699 = 1.0;
double r2081700 = -2.0;
double r2081701 = r2081700 * r2081695;
double r2081702 = exp(r2081701);
double r2081703 = r2081699 + r2081702;
double r2081704 = r2081698 / r2081703;
double r2081705 = r2081704 - r2081699;
double r2081706 = 0.011811720304489515;
bool r2081707 = r2081695 <= r2081706;
double r2081708 = -0.3333333333333333;
double r2081709 = r2081695 * r2081695;
double r2081710 = r2081695 * r2081709;
double r2081711 = 5.0;
double r2081712 = pow(r2081695, r2081711);
double r2081713 = 0.13333333333333333;
double r2081714 = fma(r2081712, r2081713, r2081695);
double r2081715 = fma(r2081708, r2081710, r2081714);
double r2081716 = -4.0;
double r2081717 = r2081716 * r2081695;
double r2081718 = expm1(r2081717);
double r2081719 = r2081698 / r2081718;
double r2081720 = r2081702 - r2081699;
double r2081721 = r2081719 * r2081720;
double r2081722 = r2081721 - r2081699;
double r2081723 = r2081707 ? r2081715 : r2081722;
double r2081724 = r2081697 ? r2081705 : r2081723;
return r2081724;
}



Bits error versus x



Bits error versus y
if x < -0.007801985501095653Initial program 0.0
Taylor expanded around inf 0.0
Simplified0.0
if -0.007801985501095653 < x < 0.011811720304489515Initial program 59.0
Taylor expanded around 0 0.0
Simplified0.0
if 0.011811720304489515 < x Initial program 0.0
Taylor expanded around inf 0.0
Simplified0.0
rmApplied flip-+0.0
Applied associate-/r/0.0
Simplified0.0
Final simplification0.0
herbie shell --seed 2019164 +o rules:numerics
(FPCore (x y)
:name "Logistic function from Lakshay Garg"
(- (/ 2 (+ 1 (exp (* -2 x)))) 1))