double code(double x, double y) {
return ((double) (1.0 - ((double) log(((double) (1.0 - ((double) (((double) (x - y)) / ((double) (1.0 - y))))))))));
}
double code(double x, double y) {
double VAR;
if (((y <= -166530506.3804271) || !(y <= 41998783.96480012))) {
VAR = ((double) log(((double) (((double) exp(1.0)) / ((double) (((double) (x / y)) + ((double) (1.0 * ((double) (((double) (((double) (x / y)) - 1.0)) / y))))))))));
} else {
VAR = ((double) (1.0 - ((double) log(((double) (1.0 - ((double) (((double) (x - y)) * ((double) (1.0 / ((double) (1.0 - y))))))))))));
}
return VAR;
}




Bits error versus x




Bits error versus y
Results
| Original | 18.8 |
|---|---|
| Target | 0.1 |
| Herbie | 0.1 |
if y < -166530506.380427092 or 41998783.96480012 < y Initial program 46.6
Taylor expanded around inf 0.1
Simplified0.1
rmApplied add-log-exp0.1
Applied diff-log0.2
Simplified0.2
if -166530506.380427092 < y < 41998783.96480012Initial program 0.1
rmApplied div-inv0.1
Final simplification0.1
herbie shell --seed 2020181
(FPCore (x y)
:name "Numeric.SpecFunctions:invIncompleteGamma from math-functions-0.1.5.2, B"
:precision binary64
:herbie-target
(if (< y -81284752.61947241) (- 1.0 (log (- (/ x (* y y)) (- (/ 1.0 y) (/ x y))))) (if (< y 3.0094271212461764e+25) (log (/ (exp 1.0) (- 1.0 (/ (- x y) (- 1.0 y))))) (- 1.0 (log (- (/ x (* y y)) (- (/ 1.0 y) (/ x y)))))))
(- 1.0 (log (- 1.0 (/ (- x y) (- 1.0 y))))))