\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}{3}}{t} - \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 r337254 = x;
double r337255 = y;
double r337256 = 2.0;
double r337257 = z;
double r337258 = t;
double r337259 = a;
double r337260 = r337258 + r337259;
double r337261 = sqrt(r337260);
double r337262 = r337257 * r337261;
double r337263 = r337262 / r337258;
double r337264 = b;
double r337265 = c;
double r337266 = r337264 - r337265;
double r337267 = 5.0;
double r337268 = 6.0;
double r337269 = r337267 / r337268;
double r337270 = r337259 + r337269;
double r337271 = 3.0;
double r337272 = r337258 * r337271;
double r337273 = r337256 / r337272;
double r337274 = r337270 - r337273;
double r337275 = r337266 * r337274;
double r337276 = r337263 - r337275;
double r337277 = r337256 * r337276;
double r337278 = exp(r337277);
double r337279 = r337255 * r337278;
double r337280 = r337254 + r337279;
double r337281 = r337254 / r337280;
return r337281;
}
double f(double x, double y, double z, double t, double a, double b, double c) {
double r337282 = x;
double r337283 = y;
double r337284 = 2.0;
double r337285 = exp(r337284);
double r337286 = 3.0;
double r337287 = r337284 / r337286;
double r337288 = t;
double r337289 = r337287 / r337288;
double r337290 = a;
double r337291 = 5.0;
double r337292 = 6.0;
double r337293 = r337291 / r337292;
double r337294 = r337290 + r337293;
double r337295 = r337289 - r337294;
double r337296 = b;
double r337297 = c;
double r337298 = r337296 - r337297;
double r337299 = z;
double r337300 = cbrt(r337288);
double r337301 = r337300 * r337300;
double r337302 = r337299 / r337301;
double r337303 = r337288 + r337290;
double r337304 = sqrt(r337303);
double r337305 = r337304 / r337300;
double r337306 = r337302 * r337305;
double r337307 = fma(r337295, r337298, r337306);
double r337308 = pow(r337285, r337307);
double r337309 = fma(r337283, r337308, r337282);
double r337310 = r337282 / r337309;
return r337310;
}




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 | 4.0 |
|---|---|
| Target | 3.1 |
| Herbie | 1.4 |
Initial program 4.0
Simplified2.6
rmApplied add-cube-cbrt2.6
Applied times-frac1.4
Final simplification1.4
herbie shell --seed 2020047 +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)))))))))))