\frac{\left(\left(x \cdot 9\right) \cdot y - \left(\left(z \cdot 4\right) \cdot t\right) \cdot a\right) + b}{z \cdot c}\begin{array}{l}
\mathbf{if}\;\frac{\left(\left(x \cdot 9\right) \cdot y - \left(\left(z \cdot 4\right) \cdot t\right) \cdot a\right) + b}{z \cdot c} = -\infty:\\
\;\;\;\;\left(\frac{b + \left(x \cdot 9\right) \cdot y}{z} - \left(a \cdot 4\right) \cdot t\right) \cdot \frac{1}{c}\\
\mathbf{elif}\;\frac{\left(\left(x \cdot 9\right) \cdot y - \left(\left(z \cdot 4\right) \cdot t\right) \cdot a\right) + b}{z \cdot c} \le -66822341220707467817254601621504:\\
\;\;\;\;\frac{\left(\left(x \cdot 9\right) \cdot y - \left(\left(z \cdot 4\right) \cdot t\right) \cdot a\right) + b}{z \cdot c}\\
\mathbf{elif}\;\frac{\left(\left(x \cdot 9\right) \cdot y - \left(\left(z \cdot 4\right) \cdot t\right) \cdot a\right) + b}{z \cdot c} \le 3.418447849634938614215250112165796864162 \cdot 10^{-57}:\\
\;\;\;\;\frac{\left(b + \left(x \cdot 9\right) \cdot y\right) \cdot \frac{1}{z} - \left(a \cdot 4\right) \cdot t}{c}\\
\mathbf{elif}\;\frac{\left(\left(x \cdot 9\right) \cdot y - \left(\left(z \cdot 4\right) \cdot t\right) \cdot a\right) + b}{z \cdot c} \le 6.077745527002132601131494112606614000821 \cdot 10^{298}:\\
\;\;\;\;\frac{\left(\left(x \cdot 9\right) \cdot y - \left(\left(z \cdot 4\right) \cdot t\right) \cdot a\right) + b}{z \cdot c}\\
\mathbf{else}:\\
\;\;\;\;\frac{\frac{b}{z} - \left(a \cdot 4\right) \cdot t}{c}\\
\end{array}double f(double x, double y, double z, double t, double a, double b, double c) {
double r505129 = x;
double r505130 = 9.0;
double r505131 = r505129 * r505130;
double r505132 = y;
double r505133 = r505131 * r505132;
double r505134 = z;
double r505135 = 4.0;
double r505136 = r505134 * r505135;
double r505137 = t;
double r505138 = r505136 * r505137;
double r505139 = a;
double r505140 = r505138 * r505139;
double r505141 = r505133 - r505140;
double r505142 = b;
double r505143 = r505141 + r505142;
double r505144 = c;
double r505145 = r505134 * r505144;
double r505146 = r505143 / r505145;
return r505146;
}
double f(double x, double y, double z, double t, double a, double b, double c) {
double r505147 = x;
double r505148 = 9.0;
double r505149 = r505147 * r505148;
double r505150 = y;
double r505151 = r505149 * r505150;
double r505152 = z;
double r505153 = 4.0;
double r505154 = r505152 * r505153;
double r505155 = t;
double r505156 = r505154 * r505155;
double r505157 = a;
double r505158 = r505156 * r505157;
double r505159 = r505151 - r505158;
double r505160 = b;
double r505161 = r505159 + r505160;
double r505162 = c;
double r505163 = r505152 * r505162;
double r505164 = r505161 / r505163;
double r505165 = -inf.0;
bool r505166 = r505164 <= r505165;
double r505167 = r505160 + r505151;
double r505168 = r505167 / r505152;
double r505169 = r505157 * r505153;
double r505170 = r505169 * r505155;
double r505171 = r505168 - r505170;
double r505172 = 1.0;
double r505173 = r505172 / r505162;
double r505174 = r505171 * r505173;
double r505175 = -6.682234122070747e+31;
bool r505176 = r505164 <= r505175;
double r505177 = 3.4184478496349386e-57;
bool r505178 = r505164 <= r505177;
double r505179 = r505172 / r505152;
double r505180 = r505167 * r505179;
double r505181 = r505180 - r505170;
double r505182 = r505181 / r505162;
double r505183 = 6.077745527002133e+298;
bool r505184 = r505164 <= r505183;
double r505185 = r505160 / r505152;
double r505186 = r505185 - r505170;
double r505187 = r505186 / r505162;
double r505188 = r505184 ? r505164 : r505187;
double r505189 = r505178 ? r505182 : r505188;
double r505190 = r505176 ? r505164 : r505189;
double r505191 = r505166 ? r505174 : r505190;
return r505191;
}




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 | 20.5 |
|---|---|
| Target | 14.6 |
| Herbie | 7.5 |
if (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < -inf.0Initial program 64.0
Simplified24.0
rmApplied div-inv24.1
if -inf.0 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < -6.682234122070747e+31 or 3.4184478496349386e-57 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < 6.077745527002133e+298Initial program 0.6
if -6.682234122070747e+31 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < 3.4184478496349386e-57Initial program 14.0
Simplified1.0
rmApplied div-inv1.1
if 6.077745527002133e+298 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) Initial program 61.2
Simplified26.8
rmApplied clear-num26.8
Taylor expanded around 0 27.7
Final simplification7.5
herbie shell --seed 2019325
(FPCore (x y z t a b c)
:name "Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, J"
:precision binary64
:herbie-target
(if (< (/ (+ (- (* (* x 9) y) (* (* (* z 4) t) a)) b) (* z c)) -1.100156740804105e-171) (/ (+ (- (* (* x 9) y) (* (* z 4) (* t a))) b) (* z c)) (if (< (/ (+ (- (* (* x 9) y) (* (* (* z 4) t) a)) b) (* z c)) -0.0) (/ (/ (+ (- (* (* x 9) y) (* (* (* z 4) t) a)) b) z) c) (if (< (/ (+ (- (* (* x 9) y) (* (* (* z 4) t) a)) b) (* z c)) 1.1708877911747488e-53) (/ (+ (- (* (* x 9) y) (* (* z 4) (* t a))) b) (* z c)) (if (< (/ (+ (- (* (* x 9) y) (* (* (* z 4) t) a)) b) (* z c)) 2.876823679546137e+130) (- (+ (* (* 9 (/ y c)) (/ x z)) (/ b (* c z))) (* 4 (/ (* a t) c))) (if (< (/ (+ (- (* (* x 9) y) (* (* (* z 4) t) a)) b) (* z c)) 1.3838515042456319e+158) (/ (+ (- (* (* x 9) y) (* (* z 4) (* t a))) b) (* z c)) (- (+ (* 9 (* (/ y (* c z)) x)) (/ b (* c z))) (* 4 (/ (* a t) c))))))))
(/ (+ (- (* (* x 9) y) (* (* (* z 4) t) a)) b) (* z c)))