\frac{1}{3} \cdot \cos^{-1} \left(\frac{3 \cdot \frac{x}{y \cdot 27}}{z \cdot 2} \cdot \sqrt{t}\right)1 \cdot \frac{\frac{\cos^{-1} \left(x \cdot \left(\frac{\frac{\sqrt{t}}{y}}{27 \cdot \left(z \cdot 2\right)} \cdot 3\right)\right)}{\sqrt{3}}}{\sqrt{3}}(FPCore (x y z t) :precision binary64 (* (/ 1.0 3.0) (acos (* (/ (* 3.0 (/ x (* y 27.0))) (* z 2.0)) (sqrt t)))))
(FPCore (x y z t) :precision binary64 (* 1.0 (/ (/ (acos (* x (* (/ (/ (sqrt t) y) (* 27.0 (* z 2.0))) 3.0))) (sqrt 3.0)) (sqrt 3.0))))
double code(double x, double y, double z, double t) {
return ((double) ((1.0 / 3.0) * ((double) acos(((double) ((((double) (3.0 * (x / ((double) (y * 27.0))))) / ((double) (z * 2.0))) * ((double) sqrt(t))))))));
}
double code(double x, double y, double z, double t) {
return ((double) (1.0 * ((((double) acos(((double) (x * ((double) (((((double) sqrt(t)) / y) / ((double) (27.0 * ((double) (z * 2.0))))) * 3.0)))))) / ((double) sqrt(3.0))) / ((double) sqrt(3.0)))));
}




Bits error versus x




Bits error versus y




Bits error versus z




Bits error versus t
Results
| Original | 1.2 |
|---|---|
| Target | 1.2 |
| Herbie | 0.7 |
Initial program Error: 1.2 bits
SimplifiedError: 1.2 bits
rmApplied add-sqr-sqrtError: 0.3 bits
Applied associate-/r*Error: 0.3 bits
SimplifiedError: 0.3 bits
rmApplied associate-/r*Error: 0.7 bits
Final simplificationError: 0.7 bits
herbie shell --seed 2020203
(FPCore (x y z t)
:name "Diagrams.Solve.Polynomial:cubForm from diagrams-solve-0.1, D"
:precision binary64
:herbie-target
(/ (acos (* (/ (/ x 27.0) (* y z)) (/ (sqrt t) (/ 2.0 3.0)))) 3.0)
(* (/ 1.0 3.0) (acos (* (/ (* 3.0 (/ x (* y 27.0))) (* z 2.0)) (sqrt t)))))