\frac{\left(1 + \frac{1}{\varepsilon}\right) \cdot e^{-\left(1 - \varepsilon\right) \cdot x} - \left(\frac{1}{\varepsilon} - 1\right) \cdot e^{-\left(1 + \varepsilon\right) \cdot x}}{2}\begin{array}{l}
\mathbf{if}\;x \le 295.27480666079055:\\
\;\;\;\;\frac{\mathsf{fma}\left({x}^{2}, 0.66666666666666674 \cdot x - 1, 2\right)}{2}\\
\mathbf{else}:\\
\;\;\;\;\frac{\mathsf{fma}\left(1, \frac{e^{x \cdot \varepsilon - 1 \cdot x}}{\varepsilon}, 1 \cdot \left(\frac{1}{e^{\mathsf{fma}\left(x, \varepsilon, 1 \cdot x\right)}} + e^{x \cdot \varepsilon - 1 \cdot x}\right) - 1 \cdot \frac{e^{-\left(x \cdot \varepsilon + 1 \cdot x\right)}}{\varepsilon}\right)}{2}\\
\end{array}double f(double x, double eps) {
double r37148 = 1.0;
double r37149 = eps;
double r37150 = r37148 / r37149;
double r37151 = r37148 + r37150;
double r37152 = r37148 - r37149;
double r37153 = x;
double r37154 = r37152 * r37153;
double r37155 = -r37154;
double r37156 = exp(r37155);
double r37157 = r37151 * r37156;
double r37158 = r37150 - r37148;
double r37159 = r37148 + r37149;
double r37160 = r37159 * r37153;
double r37161 = -r37160;
double r37162 = exp(r37161);
double r37163 = r37158 * r37162;
double r37164 = r37157 - r37163;
double r37165 = 2.0;
double r37166 = r37164 / r37165;
return r37166;
}
double f(double x, double eps) {
double r37167 = x;
double r37168 = 295.27480666079055;
bool r37169 = r37167 <= r37168;
double r37170 = 2.0;
double r37171 = pow(r37167, r37170);
double r37172 = 0.6666666666666667;
double r37173 = r37172 * r37167;
double r37174 = 1.0;
double r37175 = r37173 - r37174;
double r37176 = 2.0;
double r37177 = fma(r37171, r37175, r37176);
double r37178 = r37177 / r37176;
double r37179 = eps;
double r37180 = r37167 * r37179;
double r37181 = r37174 * r37167;
double r37182 = r37180 - r37181;
double r37183 = exp(r37182);
double r37184 = r37183 / r37179;
double r37185 = 1.0;
double r37186 = fma(r37167, r37179, r37181);
double r37187 = exp(r37186);
double r37188 = r37185 / r37187;
double r37189 = r37188 + r37183;
double r37190 = r37174 * r37189;
double r37191 = r37180 + r37181;
double r37192 = -r37191;
double r37193 = exp(r37192);
double r37194 = r37193 / r37179;
double r37195 = r37174 * r37194;
double r37196 = r37190 - r37195;
double r37197 = fma(r37174, r37184, r37196);
double r37198 = r37197 / r37176;
double r37199 = r37169 ? r37178 : r37198;
return r37199;
}



Bits error versus x



Bits error versus eps
if x < 295.27480666079055Initial program 38.9
Taylor expanded around 0 1.3
Simplified1.3
Taylor expanded around 0 1.3
Simplified1.3
if 295.27480666079055 < x Initial program 0.1
Taylor expanded around inf 0.1
Simplified0.1
Final simplification1.0
herbie shell --seed 2020062 +o rules:numerics
(FPCore (x eps)
:name "NMSE Section 6.1 mentioned, A"
:precision binary64
(/ (- (* (+ 1 (/ 1 eps)) (exp (- (* (- 1 eps) x)))) (* (- (/ 1 eps) 1) (exp (- (* (+ 1 eps) x))))) 2))