double code(double x, double y, double z, double t, double a, double b, double c) {
return ((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c))));
}
double code(double x, double y, double z, double t, double a, double b, double c) {
double VAR;
if ((((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c)))) <= -inf.0)) {
VAR = ((double) (((double) (b / ((double) (z * c)))) + ((double) (((double) (9.0 * ((double) (y * ((double) (x / ((double) (z * c)))))))) - ((double) (4.0 * ((double) (((double) cbrt(((double) (a / c)))) * ((double) (t * ((double) (((double) cbrt(((double) (a / c)))) * ((double) cbrt(((double) (a / c))))))))))))))));
} else {
double VAR_1;
if ((((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c)))) <= -1537084935579.915)) {
VAR_1 = ((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c))));
} else {
double VAR_2;
if ((((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c)))) <= 1.530413490682389e+22)) {
VAR_2 = ((double) (1.0 / ((double) (c / ((double) (((double) (((double) (b + ((double) (x * ((double) (9.0 * y)))))) / z)) - ((double) (4.0 * ((double) (t * a))))))))));
} else {
double VAR_3;
if ((((double) (((double) (((double) (((double) (((double) (x * 9.0)) * y)) - ((double) (((double) (((double) (z * 4.0)) * t)) * a)))) + b)) / ((double) (z * c)))) <= +inf.0)) {
VAR_3 = ((double) (((double) (b / ((double) (z * c)))) + ((double) (((double) (9.0 * ((double) (y * ((double) (x / ((double) (z * c)))))))) - ((double) (4.0 * ((double) (((double) cbrt(((double) (a / c)))) * ((double) (t * ((double) (((double) cbrt(((double) (a / c)))) * ((double) cbrt(((double) (a / c))))))))))))))));
} else {
VAR_3 = ((double) (((double) (((double) (((double) (9.0 * ((double) (y * ((double) (x / z)))))) + ((double) (b / z)))) - ((double) (4.0 * ((double) (t * a)))))) / c));
}
VAR_2 = VAR_3;
}
VAR_1 = VAR_2;
}
VAR = VAR_1;
}
return VAR;
}




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 | 20.4 |
|---|---|
| Target | 14.6 |
| Herbie | 5.4 |
if (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < -inf.0 or 1.53041349068238902e22 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < +inf.0Initial program 26.8
Simplified19.3
Taylor expanded around 0 15.2
Simplified8.3
rmApplied add-cube-cbrt8.6
Applied associate-*r*8.7
if -inf.0 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < -1537084935579.915Initial program 0.6
if -1537084935579.915 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) < 1.53041349068238902e22Initial program 12.7
Simplified1.1
rmApplied clear-num1.7
if +inf.0 < (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) Initial program 64.0
Simplified29.1
Taylor expanded around 0 29.1
Simplified16.0
Final simplification5.4
herbie shell --seed 2020191
(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 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) -1.1001567408041051e-171) (/ (+ (- (* (* x 9.0) y) (* (* z 4.0) (* t a))) b) (* z c)) (if (< (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) -0.0) (/ (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) z) c) (if (< (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) 1.1708877911747488e-53) (/ (+ (- (* (* x 9.0) y) (* (* z 4.0) (* t a))) b) (* z c)) (if (< (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) 2.876823679546137e+130) (- (+ (* (* 9.0 (/ y c)) (/ x z)) (/ b (* c z))) (* 4.0 (/ (* a t) c))) (if (< (/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)) 1.3838515042456319e+158) (/ (+ (- (* (* x 9.0) y) (* (* z 4.0) (* t a))) b) (* z c)) (- (+ (* 9.0 (* (/ y (* c z)) x)) (/ b (* c z))) (* 4.0 (/ (* a t) c))))))))
(/ (+ (- (* (* x 9.0) y) (* (* (* z 4.0) t) a)) b) (* z c)))