\frac{x \cdot y + z \cdot \left(t - a\right)}{y + z \cdot \left(b - y\right)}\begin{array}{l}
\mathbf{if}\;z \le -2.228767006755458950046405946194866033764 \cdot 10^{134} \lor \neg \left(z \le 7.09460719462282912418965636980792050196 \cdot 10^{134}\right):\\
\;\;\;\;\frac{t}{b} - \frac{a}{b}\\
\mathbf{else}:\\
\;\;\;\;\mathsf{fma}\left(y, x, \left(-z \cdot a\right) + t \cdot z\right) \cdot \frac{1}{\mathsf{fma}\left(b - y, z, y\right)}\\
\end{array}double f(double x, double y, double z, double t, double a, double b) {
double r676658 = x;
double r676659 = y;
double r676660 = r676658 * r676659;
double r676661 = z;
double r676662 = t;
double r676663 = a;
double r676664 = r676662 - r676663;
double r676665 = r676661 * r676664;
double r676666 = r676660 + r676665;
double r676667 = b;
double r676668 = r676667 - r676659;
double r676669 = r676661 * r676668;
double r676670 = r676659 + r676669;
double r676671 = r676666 / r676670;
return r676671;
}
double f(double x, double y, double z, double t, double a, double b) {
double r676672 = z;
double r676673 = -2.228767006755459e+134;
bool r676674 = r676672 <= r676673;
double r676675 = 7.094607194622829e+134;
bool r676676 = r676672 <= r676675;
double r676677 = !r676676;
bool r676678 = r676674 || r676677;
double r676679 = t;
double r676680 = b;
double r676681 = r676679 / r676680;
double r676682 = a;
double r676683 = r676682 / r676680;
double r676684 = r676681 - r676683;
double r676685 = y;
double r676686 = x;
double r676687 = r676672 * r676682;
double r676688 = -r676687;
double r676689 = r676679 * r676672;
double r676690 = r676688 + r676689;
double r676691 = fma(r676685, r676686, r676690);
double r676692 = 1.0;
double r676693 = r676680 - r676685;
double r676694 = fma(r676693, r676672, r676685);
double r676695 = r676692 / r676694;
double r676696 = r676691 * r676695;
double r676697 = r676678 ? r676684 : r676696;
return r676697;
}




Bits error versus x




Bits error versus y




Bits error versus z




Bits error versus t




Bits error versus a




Bits error versus b
| Original | 23.0 |
|---|---|
| Target | 17.8 |
| Herbie | 18.7 |
if z < -2.228767006755459e+134 or 7.094607194622829e+134 < z Initial program 48.0
Simplified48.0
rmApplied clear-num48.0
Simplified48.0
Taylor expanded around inf 32.0
if -2.228767006755459e+134 < z < 7.094607194622829e+134Initial program 13.7
Simplified13.7
rmApplied sub-neg13.7
Applied distribute-lft-in13.7
Simplified13.7
Simplified13.7
rmApplied div-inv13.8
Simplified13.8
Final simplification18.7
herbie shell --seed 2019194 +o rules:numerics
(FPCore (x y z t a b)
:name "Development.Shake.Progress:decay from shake-0.15.5"
:herbie-target
(- (/ (+ (* z t) (* y x)) (+ y (* z (- b y)))) (/ a (+ (- b y) (/ y z))))
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y)))))