\log \left(1 + e^{\log y - \log x}\right)\log \left(1 + e^{\log y - \log x}\right)double code(double y, double x) {
return ((double) log(((double) (1.0 + ((double) exp(((double) (((double) log(y)) - ((double) log(x))))))))));
}
double code(double y, double x) {
return ((double) log(((double) (1.0 + ((double) exp(((double) (((double) log(y)) - ((double) log(x))))))))));
}



Bits error versus y



Bits error versus x
Results
Initial program 30.1
Final simplification30.1
herbie shell --seed 2020153
(FPCore (y x)
:name "(log (+ 1 (exp (- (log y) (log x)))))"
:precision binary64
(log (+ 1.0 (exp (- (log y) (log x))))))