\frac{x}{x + y \cdot e^{2 \cdot \left(\frac{z \cdot \sqrt{t + a}}{t} - \left(b - c\right) \cdot \left(\left(a + \frac{5}{6}\right) - \frac{2}{t \cdot 3}\right)\right)}}\frac{x}{\mathsf{fma}\left(y, {\left(e^{2}\right)}^{\left(\mathsf{fma}\left(\frac{\frac{2}{t}}{3} - \left(a + \frac{5}{6}\right), b - c, \frac{z}{\sqrt[3]{t} \cdot \sqrt[3]{t}} \cdot \frac{\sqrt{t + a}}{\sqrt[3]{t}}\right)\right)}, x\right)}double f(double x, double y, double z, double t, double a, double b, double c) {
double r279702 = x;
double r279703 = y;
double r279704 = 2.0;
double r279705 = z;
double r279706 = t;
double r279707 = a;
double r279708 = r279706 + r279707;
double r279709 = sqrt(r279708);
double r279710 = r279705 * r279709;
double r279711 = r279710 / r279706;
double r279712 = b;
double r279713 = c;
double r279714 = r279712 - r279713;
double r279715 = 5.0;
double r279716 = 6.0;
double r279717 = r279715 / r279716;
double r279718 = r279707 + r279717;
double r279719 = 3.0;
double r279720 = r279706 * r279719;
double r279721 = r279704 / r279720;
double r279722 = r279718 - r279721;
double r279723 = r279714 * r279722;
double r279724 = r279711 - r279723;
double r279725 = r279704 * r279724;
double r279726 = exp(r279725);
double r279727 = r279703 * r279726;
double r279728 = r279702 + r279727;
double r279729 = r279702 / r279728;
return r279729;
}
double f(double x, double y, double z, double t, double a, double b, double c) {
double r279730 = x;
double r279731 = y;
double r279732 = 2.0;
double r279733 = exp(r279732);
double r279734 = t;
double r279735 = r279732 / r279734;
double r279736 = 3.0;
double r279737 = r279735 / r279736;
double r279738 = a;
double r279739 = 5.0;
double r279740 = 6.0;
double r279741 = r279739 / r279740;
double r279742 = r279738 + r279741;
double r279743 = r279737 - r279742;
double r279744 = b;
double r279745 = c;
double r279746 = r279744 - r279745;
double r279747 = z;
double r279748 = cbrt(r279734);
double r279749 = r279748 * r279748;
double r279750 = r279747 / r279749;
double r279751 = r279734 + r279738;
double r279752 = sqrt(r279751);
double r279753 = r279752 / r279748;
double r279754 = r279750 * r279753;
double r279755 = fma(r279743, r279746, r279754);
double r279756 = pow(r279733, r279755);
double r279757 = fma(r279731, r279756, r279730);
double r279758 = r279730 / r279757;
return r279758;
}




Bits error versus x




Bits error versus y




Bits error versus z




Bits error versus t




Bits error versus a




Bits error versus b




Bits error versus c
| Original | 3.8 |
|---|---|
| Target | 2.8 |
| Herbie | 1.5 |
Initial program 3.8
Simplified2.6
rmApplied add-cube-cbrt2.6
Applied times-frac1.5
Final simplification1.5
herbie shell --seed 2019347 +o rules:numerics
(FPCore (x y z t a b c)
:name "Numeric.SpecFunctions:invIncompleteBetaWorker from math-functions-0.1.5.2, I"
:precision binary64
:herbie-target
(if (< t -2.118326644891581e-50) (/ x (+ x (* y (exp (* 2 (- (+ (* a c) (* 0.8333333333333334 c)) (* a b))))))) (if (< t 5.196588770651547e-123) (/ x (+ x (* y (exp (* 2 (/ (- (* (* z (sqrt (+ t a))) (* (* 3 t) (- a (/ 5 6)))) (* (- (* (+ (/ 5 6) a) (* 3 t)) 2) (* (- a (/ 5 6)) (* (- b c) t)))) (* (* (* t t) 3) (- a (/ 5 6))))))))) (/ x (+ x (* y (exp (* 2 (- (/ (* z (sqrt (+ t a))) t) (* (- b c) (- (+ a (/ 5 6)) (/ 2 (* t 3))))))))))))
(/ x (+ x (* y (exp (* 2 (- (/ (* z (sqrt (+ t a))) t) (* (- b c) (- (+ a (/ 5 6)) (/ 2 (* t 3)))))))))))