Average Error: 7.4 → 7.4
Time: 9.8s
Precision: 64
\[\frac{x + y}{1 - \frac{y}{z}}\]
\[\frac{x + y}{1 - \frac{y}{z}}\]
\frac{x + y}{1 - \frac{y}{z}}
\frac{x + y}{1 - \frac{y}{z}}
double f(double x, double y, double z) {
        double r752022 = x;
        double r752023 = y;
        double r752024 = r752022 + r752023;
        double r752025 = 1.0;
        double r752026 = z;
        double r752027 = r752023 / r752026;
        double r752028 = r752025 - r752027;
        double r752029 = r752024 / r752028;
        return r752029;
}

double f(double x, double y, double z) {
        double r752030 = x;
        double r752031 = y;
        double r752032 = r752030 + r752031;
        double r752033 = 1.0;
        double r752034 = z;
        double r752035 = r752031 / r752034;
        double r752036 = r752033 - r752035;
        double r752037 = r752032 / r752036;
        return r752037;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original7.4
Target3.8
Herbie7.4
\[\begin{array}{l} \mathbf{if}\;y \lt -3.74293107626898565 \cdot 10^{171}:\\ \;\;\;\;\frac{y + x}{-y} \cdot z\\ \mathbf{elif}\;y \lt 3.55346624560867344 \cdot 10^{168}:\\ \;\;\;\;\frac{x + y}{1 - \frac{y}{z}}\\ \mathbf{else}:\\ \;\;\;\;\frac{y + x}{-y} \cdot z\\ \end{array}\]

Derivation

  1. Initial program 7.4

    \[\frac{x + y}{1 - \frac{y}{z}}\]
  2. Final simplification7.4

    \[\leadsto \frac{x + y}{1 - \frac{y}{z}}\]

Reproduce

herbie shell --seed 2020047 
(FPCore (x y z)
  :name "Graphics.Rendering.Chart.Backend.Diagrams:calcFontMetrics from Chart-diagrams-1.5.1, A"
  :precision binary64

  :herbie-target
  (if (< y -3.7429310762689856e+171) (* (/ (+ y x) (- y)) z) (if (< y 3.5534662456086734e+168) (/ (+ x y) (- 1 (/ y z))) (* (/ (+ y x) (- y)) z)))

  (/ (+ x y) (- 1 (/ y z))))