\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 r273027 = x;
double r273028 = y;
double r273029 = 2.0;
double r273030 = z;
double r273031 = t;
double r273032 = a;
double r273033 = r273031 + r273032;
double r273034 = sqrt(r273033);
double r273035 = r273030 * r273034;
double r273036 = r273035 / r273031;
double r273037 = b;
double r273038 = c;
double r273039 = r273037 - r273038;
double r273040 = 5.0;
double r273041 = 6.0;
double r273042 = r273040 / r273041;
double r273043 = r273032 + r273042;
double r273044 = 3.0;
double r273045 = r273031 * r273044;
double r273046 = r273029 / r273045;
double r273047 = r273043 - r273046;
double r273048 = r273039 * r273047;
double r273049 = r273036 - r273048;
double r273050 = r273029 * r273049;
double r273051 = exp(r273050);
double r273052 = r273028 * r273051;
double r273053 = r273027 + r273052;
double r273054 = r273027 / r273053;
return r273054;
}
double f(double x, double y, double z, double t, double a, double b, double c) {
double r273055 = x;
double r273056 = y;
double r273057 = 2.0;
double r273058 = exp(r273057);
double r273059 = t;
double r273060 = r273057 / r273059;
double r273061 = 3.0;
double r273062 = r273060 / r273061;
double r273063 = a;
double r273064 = 5.0;
double r273065 = 6.0;
double r273066 = r273064 / r273065;
double r273067 = r273063 + r273066;
double r273068 = r273062 - r273067;
double r273069 = b;
double r273070 = c;
double r273071 = r273069 - r273070;
double r273072 = z;
double r273073 = cbrt(r273059);
double r273074 = r273073 * r273073;
double r273075 = r273072 / r273074;
double r273076 = r273059 + r273063;
double r273077 = sqrt(r273076);
double r273078 = r273077 / r273073;
double r273079 = r273075 * r273078;
double r273080 = fma(r273068, r273071, r273079);
double r273081 = pow(r273058, r273080);
double r273082 = fma(r273056, r273081, r273055);
double r273083 = r273055 / r273082;
return r273083;
}




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 | 4.3 |
|---|---|
| Target | 3.2 |
| Herbie | 1.6 |
Initial program 4.3
Simplified3.0
rmApplied add-cube-cbrt3.0
Applied times-frac1.6
Final simplification1.6
herbie shell --seed 2019322 +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)))))))))))