\frac{x \cdot e^{\left(y \cdot \log z + \left(t - 1\right) \cdot \log a\right) - b}}{y}\frac{x \cdot e^{\left(y \cdot \log z + \left(t - 1\right) \cdot \log a\right) - b}}{y}double f(double x, double y, double z, double t, double a, double b) {
double r319647 = x;
double r319648 = y;
double r319649 = z;
double r319650 = log(r319649);
double r319651 = r319648 * r319650;
double r319652 = t;
double r319653 = 1.0;
double r319654 = r319652 - r319653;
double r319655 = a;
double r319656 = log(r319655);
double r319657 = r319654 * r319656;
double r319658 = r319651 + r319657;
double r319659 = b;
double r319660 = r319658 - r319659;
double r319661 = exp(r319660);
double r319662 = r319647 * r319661;
double r319663 = r319662 / r319648;
return r319663;
}
double f(double x, double y, double z, double t, double a, double b) {
double r319664 = x;
double r319665 = y;
double r319666 = z;
double r319667 = log(r319666);
double r319668 = r319665 * r319667;
double r319669 = t;
double r319670 = 1.0;
double r319671 = r319669 - r319670;
double r319672 = a;
double r319673 = log(r319672);
double r319674 = r319671 * r319673;
double r319675 = r319668 + r319674;
double r319676 = b;
double r319677 = r319675 - r319676;
double r319678 = exp(r319677);
double r319679 = r319664 * r319678;
double r319680 = r319679 / r319665;
return r319680;
}




Bits error versus x




Bits error versus y




Bits error versus z




Bits error versus t




Bits error versus a




Bits error versus b
Results
| Original | 1.9 |
|---|---|
| Target | 11.3 |
| Herbie | 1.9 |
Initial program 1.9
Final simplification1.9
herbie shell --seed 2019326
(FPCore (x y z t a b)
:name "Numeric.SpecFunctions:incompleteBetaWorker from math-functions-0.1.5.2, A"
:precision binary64
:herbie-target
(if (< t -0.8845848504127471) (/ (* x (/ (pow a (- t 1)) y)) (- (+ b 1) (* y (log z)))) (if (< t 852031.2288374073) (/ (* (/ x y) (pow a (- t 1))) (exp (- b (* (log z) y)))) (/ (* x (/ (pow a (- t 1)) y)) (- (+ b 1) (* y (log z))))))
(/ (* x (exp (- (+ (* y (log z)) (* (- t 1) (log a))) b))) y))