double code(double x, double y, double z, double t) {
return ((double) (((double) (((double) (((double) (((double) sqrt(((double) (x + 1.0)))) - ((double) sqrt(x)))) + ((double) (((double) sqrt(((double) (y + 1.0)))) - ((double) sqrt(y)))))) + ((double) (((double) sqrt(((double) (z + 1.0)))) - ((double) sqrt(z)))))) + ((double) (((double) sqrt(((double) (t + 1.0)))) - ((double) sqrt(t))))));
}
double code(double x, double y, double z, double t) {
return ((double) (((double) (((double) (((double) (1.0 / ((double) (((double) sqrt(((double) (1.0 + x)))) + ((double) sqrt(x)))))) + ((double) (1.0 / ((double) (((double) sqrt(((double) (1.0 + y)))) + ((double) sqrt(y)))))))) + ((double) (1.0 / ((double) (((double) sqrt(((double) (1.0 + z)))) + ((double) sqrt(z)))))))) + ((double) (1.0 / ((double) (((double) sqrt(((double) (1.0 + t)))) + ((double) sqrt(t))))))));
}




Bits error versus x




Bits error versus y




Bits error versus z




Bits error versus t
Results
| Original | 5.3 |
|---|---|
| Target | 1.3 |
| Herbie | 0.1 |
Initial program 5.3
rmApplied flip--5.2
Simplified4.0
Simplified4.0
rmApplied flip--3.9
Simplified2.9
Simplified2.9
rmApplied flip--2.8
Simplified1.6
rmApplied flip--1.5
Simplified0.1
Final simplification0.1
herbie shell --seed 2020191
(FPCore (x y z t)
:name "Main:z from "
:precision binary64
:herbie-target
(+ (+ (+ (/ 1.0 (+ (sqrt (+ x 1.0)) (sqrt x))) (/ 1.0 (+ (sqrt (+ y 1.0)) (sqrt y)))) (/ 1.0 (+ (sqrt (+ z 1.0)) (sqrt z)))) (- (sqrt (+ t 1.0)) (sqrt t)))
(+ (+ (+ (- (sqrt (+ x 1.0)) (sqrt x)) (- (sqrt (+ y 1.0)) (sqrt y))) (- (sqrt (+ z 1.0)) (sqrt z))) (- (sqrt (+ t 1.0)) (sqrt t))))