\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}{x + y \cdot e^{2 \cdot \left(\frac{z}{\sqrt[3]{t} \cdot \sqrt[3]{t}} \cdot \frac{\sqrt{t + a}}{\sqrt[3]{t}} - \left(b - c\right) \cdot \left(\left(a + \frac{5}{6}\right) - \frac{2}{t \cdot 3}\right)\right)}}double f(double x, double y, double z, double t, double a, double b, double c) {
double r323010 = x;
double r323011 = y;
double r323012 = 2.0;
double r323013 = z;
double r323014 = t;
double r323015 = a;
double r323016 = r323014 + r323015;
double r323017 = sqrt(r323016);
double r323018 = r323013 * r323017;
double r323019 = r323018 / r323014;
double r323020 = b;
double r323021 = c;
double r323022 = r323020 - r323021;
double r323023 = 5.0;
double r323024 = 6.0;
double r323025 = r323023 / r323024;
double r323026 = r323015 + r323025;
double r323027 = 3.0;
double r323028 = r323014 * r323027;
double r323029 = r323012 / r323028;
double r323030 = r323026 - r323029;
double r323031 = r323022 * r323030;
double r323032 = r323019 - r323031;
double r323033 = r323012 * r323032;
double r323034 = exp(r323033);
double r323035 = r323011 * r323034;
double r323036 = r323010 + r323035;
double r323037 = r323010 / r323036;
return r323037;
}
double f(double x, double y, double z, double t, double a, double b, double c) {
double r323038 = x;
double r323039 = y;
double r323040 = 2.0;
double r323041 = z;
double r323042 = t;
double r323043 = cbrt(r323042);
double r323044 = r323043 * r323043;
double r323045 = r323041 / r323044;
double r323046 = a;
double r323047 = r323042 + r323046;
double r323048 = sqrt(r323047);
double r323049 = r323048 / r323043;
double r323050 = r323045 * r323049;
double r323051 = b;
double r323052 = c;
double r323053 = r323051 - r323052;
double r323054 = 5.0;
double r323055 = 6.0;
double r323056 = r323054 / r323055;
double r323057 = r323046 + r323056;
double r323058 = 3.0;
double r323059 = r323042 * r323058;
double r323060 = r323040 / r323059;
double r323061 = r323057 - r323060;
double r323062 = r323053 * r323061;
double r323063 = r323050 - r323062;
double r323064 = r323040 * r323063;
double r323065 = exp(r323064);
double r323066 = r323039 * r323065;
double r323067 = r323038 + r323066;
double r323068 = r323038 / r323067;
return r323068;
}




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
Results
| Original | 3.9 |
|---|---|
| Target | 2.8 |
| Herbie | 2.8 |
Initial program 3.9
rmApplied add-cube-cbrt3.9
Applied times-frac2.8
Final simplification2.8
herbie shell --seed 2019294
(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 -2.1183266448915811e-50) (/ x (+ x (* y (exp (* 2 (- (+ (* a c) (* 0.83333333333333337 c)) (* a b))))))) (if (< t 5.19658877065154709e-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)))))))))))