Average Error: 39.5 → 0.6
Time: 3.3s
Precision: binary64
\[\]
\[\]
double code(double x) {
	return ((double) log(((double) (1.0 + x))));
}
double code(double x) {
	double VAR;
	if ((((double) (1.0 + x)) <= 1.0)) {
		VAR = ((double) (((double) log(1.0)) + ((double) (x * ((double) (1.0 - ((double) (((double) (x * 0.5)) / ((double) (1.0 * 1.0))))))))));
	} else {
		VAR = ((double) (((double) log(((double) sqrt(((double) (1.0 + x)))))) + ((double) log(((double) sqrt(((double) (1.0 + x))))))));
	}
	return VAR;
}

Error

Bits error versus x

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original39.5
Target0.2
Herbie0.6
\[\]

Derivation

  1. Split input into 2 regimes
  2. if (+ 1.0 x) < 1

    1. Initial program 59.6

      \[\]
    2. Taylor expanded around 0 0.3

      \[\leadsto \]
    3. Simplified0.3

      \[\leadsto \]

    if 1 < (+ 1.0 x)

    1. Initial program 1.1

      \[\]
    2. Using strategy rm
    3. Applied add-sqr-sqrt1.2

      \[\leadsto \]
    4. Applied log-prod1.2

      \[\leadsto \]
  3. Recombined 2 regimes into one program.
  4. Final simplification0.6

    \[\leadsto \]

Reproduce

herbie shell --seed 2020181 
(FPCore (x)
  :name "ln(1 + x)"
  :precision binary64

  :herbie-target
  (if (== (+ 1.0 x) 1.0) x (/ (* x (log (+ 1.0 x))) (- (+ 1.0 x) 1.0)))

  (log (+ 1.0 x)))