\frac{x \cdot y + z \cdot \left(t - a\right)}{y + z \cdot \left(b - y\right)}\begin{array}{l}
\mathbf{if}\;z \le -5.58639378401121532712856205181949823781 \cdot 10^{76} \lor \neg \left(z \le 1.292229734757079339613065030853168892384 \cdot 10^{133}\right):\\
\;\;\;\;\frac{t}{b} - \frac{a}{b}\\
\mathbf{else}:\\
\;\;\;\;\frac{x \cdot y + z \cdot \left(t - a\right)}{z \cdot b + \mathsf{fma}\left(z, -y, y\right)}\\
\end{array}double f(double x, double y, double z, double t, double a, double b) {
double r945246 = x;
double r945247 = y;
double r945248 = r945246 * r945247;
double r945249 = z;
double r945250 = t;
double r945251 = a;
double r945252 = r945250 - r945251;
double r945253 = r945249 * r945252;
double r945254 = r945248 + r945253;
double r945255 = b;
double r945256 = r945255 - r945247;
double r945257 = r945249 * r945256;
double r945258 = r945247 + r945257;
double r945259 = r945254 / r945258;
return r945259;
}
double f(double x, double y, double z, double t, double a, double b) {
double r945260 = z;
double r945261 = -5.5863937840112153e+76;
bool r945262 = r945260 <= r945261;
double r945263 = 1.2922297347570793e+133;
bool r945264 = r945260 <= r945263;
double r945265 = !r945264;
bool r945266 = r945262 || r945265;
double r945267 = t;
double r945268 = b;
double r945269 = r945267 / r945268;
double r945270 = a;
double r945271 = r945270 / r945268;
double r945272 = r945269 - r945271;
double r945273 = x;
double r945274 = y;
double r945275 = r945273 * r945274;
double r945276 = r945267 - r945270;
double r945277 = r945260 * r945276;
double r945278 = r945275 + r945277;
double r945279 = r945260 * r945268;
double r945280 = -r945274;
double r945281 = fma(r945260, r945280, r945274);
double r945282 = r945279 + r945281;
double r945283 = r945278 / r945282;
double r945284 = r945266 ? r945272 : r945283;
return r945284;
}




Bits error versus x




Bits error versus y




Bits error versus z




Bits error versus t




Bits error versus a




Bits error versus b
| Original | 22.8 |
|---|---|
| Target | 17.6 |
| Herbie | 18.9 |
if z < -5.5863937840112153e+76 or 1.2922297347570793e+133 < z Initial program 46.2
rmApplied sub-neg46.2
Applied distribute-lft-in46.4
Applied associate-+r+46.4
Simplified46.4
rmApplied clear-num46.4
Simplified46.2
Taylor expanded around inf 34.0
if -5.5863937840112153e+76 < z < 1.2922297347570793e+133Initial program 11.8
rmApplied sub-neg11.8
Applied distribute-lft-in11.8
Applied associate-+r+11.8
Simplified11.8
rmApplied fma-udef11.8
Applied associate-+l+11.8
Simplified11.8
Final simplification18.9
herbie shell --seed 2019354 +o rules:numerics
(FPCore (x y z t a b)
:name "Development.Shake.Progress:decay from shake-0.15.5"
:precision binary64
:herbie-target
(- (/ (+ (* z t) (* y x)) (+ y (* z (- b y)))) (/ a (+ (- b y) (/ y z))))
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y)))))