Average Error: 18.1 → 0.1
Time: 4.9s
Precision: binary64
\[\]
\[\]
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 ((((double) (((double) (x - y)) / ((double) (1.0 - y)))) <= 0.9999999547197751)) {
		VAR = ((double) (1.0 - ((double) (((double) log(((double) sqrt(((double) (1.0 - ((double) (((double) (x - y)) / ((double) (1.0 - y)))))))))) + ((double) log(((double) sqrt(((double) (1.0 - ((double) (((double) (x - y)) / ((double) (1.0 - y))))))))))))));
	} else {
		VAR = ((double) (1.0 - ((double) log(((double) (((double) (x / y)) + ((double) (((double) (1.0 / y)) * ((double) (((double) (x / y)) - 1.0))))))))));
	}
	return VAR;
}

Error

Bits error versus x

Bits error versus y

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original18.1
Target0.1
Herbie0.1
\[\]

Derivation

  1. Split input into 2 regimes
  2. if (/ (- x y) (- 1.0 y)) < 0.9999999547197751

    1. Initial program 0.1

      \[\]
    2. Using strategy rm
    3. Applied add-sqr-sqrt0.1

      \[\leadsto \]
    4. Applied log-prod0.1

      \[\leadsto \]

    if 0.9999999547197751 < (/ (- x y) (- 1.0 y))

    1. Initial program 62.8

      \[\]
    2. Taylor expanded around inf 0.2

      \[\leadsto \]
    3. Simplified0.2

      \[\leadsto \]
  3. Recombined 2 regimes into one program.
  4. Final simplification0.1

    \[\leadsto \]

Reproduce

herbie shell --seed 2020180 
(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))))))