Average Error: 13.1 → 1.1
Time: 2.1s
Precision: 64
\[\frac{x \cdot \left(y - z\right)}{y}\]
\[\begin{array}{l} \mathbf{if}\;\frac{x \cdot \left(y - z\right)}{y} = -\infty \lor \neg \left(\frac{x \cdot \left(y - z\right)}{y} \le -9.340475670529612 \cdot 10^{153} \lor \neg \left(\frac{x \cdot \left(y - z\right)}{y} \le 1.61774820575826244 \cdot 10^{129} \lor \neg \left(\frac{x \cdot \left(y - z\right)}{y} \le 8.4362316469862765 \cdot 10^{300}\right)\right)\right):\\ \;\;\;\;x \cdot \frac{y - z}{y}\\ \mathbf{else}:\\ \;\;\;\;\frac{x \cdot \left(y - z\right)}{y}\\ \end{array}\]
\frac{x \cdot \left(y - z\right)}{y}
\begin{array}{l}
\mathbf{if}\;\frac{x \cdot \left(y - z\right)}{y} = -\infty \lor \neg \left(\frac{x \cdot \left(y - z\right)}{y} \le -9.340475670529612 \cdot 10^{153} \lor \neg \left(\frac{x \cdot \left(y - z\right)}{y} \le 1.61774820575826244 \cdot 10^{129} \lor \neg \left(\frac{x \cdot \left(y - z\right)}{y} \le 8.4362316469862765 \cdot 10^{300}\right)\right)\right):\\
\;\;\;\;x \cdot \frac{y - z}{y}\\

\mathbf{else}:\\
\;\;\;\;\frac{x \cdot \left(y - z\right)}{y}\\

\end{array}
double f(double x, double y, double z) {
        double r682004 = x;
        double r682005 = y;
        double r682006 = z;
        double r682007 = r682005 - r682006;
        double r682008 = r682004 * r682007;
        double r682009 = r682008 / r682005;
        return r682009;
}

double f(double x, double y, double z) {
        double r682010 = x;
        double r682011 = y;
        double r682012 = z;
        double r682013 = r682011 - r682012;
        double r682014 = r682010 * r682013;
        double r682015 = r682014 / r682011;
        double r682016 = -inf.0;
        bool r682017 = r682015 <= r682016;
        double r682018 = -9.340475670529612e+153;
        bool r682019 = r682015 <= r682018;
        double r682020 = 1.6177482057582624e+129;
        bool r682021 = r682015 <= r682020;
        double r682022 = 8.436231646986276e+300;
        bool r682023 = r682015 <= r682022;
        double r682024 = !r682023;
        bool r682025 = r682021 || r682024;
        double r682026 = !r682025;
        bool r682027 = r682019 || r682026;
        double r682028 = !r682027;
        bool r682029 = r682017 || r682028;
        double r682030 = r682013 / r682011;
        double r682031 = r682010 * r682030;
        double r682032 = r682029 ? r682031 : r682015;
        return r682032;
}

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

Original13.1
Target3.1
Herbie1.1
\[\begin{array}{l} \mathbf{if}\;z \lt -2.060202331921739 \cdot 10^{104}:\\ \;\;\;\;x - \frac{z \cdot x}{y}\\ \mathbf{elif}\;z \lt 1.69397660138285259 \cdot 10^{213}:\\ \;\;\;\;\frac{x}{\frac{y}{y - z}}\\ \mathbf{else}:\\ \;\;\;\;\left(y - z\right) \cdot \frac{x}{y}\\ \end{array}\]

Derivation

  1. Split input into 2 regimes
  2. if (/ (* x (- y z)) y) < -inf.0 or -9.340475670529612e+153 < (/ (* x (- y z)) y) < 1.6177482057582624e+129 or 8.436231646986276e+300 < (/ (* x (- y z)) y)

    1. Initial program 16.3

      \[\frac{x \cdot \left(y - z\right)}{y}\]
    2. Using strategy rm
    3. Applied *-un-lft-identity16.3

      \[\leadsto \frac{x \cdot \left(y - z\right)}{\color{blue}{1 \cdot y}}\]
    4. Applied times-frac1.3

      \[\leadsto \color{blue}{\frac{x}{1} \cdot \frac{y - z}{y}}\]
    5. Simplified1.3

      \[\leadsto \color{blue}{x} \cdot \frac{y - z}{y}\]

    if -inf.0 < (/ (* x (- y z)) y) < -9.340475670529612e+153 or 1.6177482057582624e+129 < (/ (* x (- y z)) y) < 8.436231646986276e+300

    1. Initial program 0.2

      \[\frac{x \cdot \left(y - z\right)}{y}\]
  3. Recombined 2 regimes into one program.
  4. Final simplification1.1

    \[\leadsto \begin{array}{l} \mathbf{if}\;\frac{x \cdot \left(y - z\right)}{y} = -\infty \lor \neg \left(\frac{x \cdot \left(y - z\right)}{y} \le -9.340475670529612 \cdot 10^{153} \lor \neg \left(\frac{x \cdot \left(y - z\right)}{y} \le 1.61774820575826244 \cdot 10^{129} \lor \neg \left(\frac{x \cdot \left(y - z\right)}{y} \le 8.4362316469862765 \cdot 10^{300}\right)\right)\right):\\ \;\;\;\;x \cdot \frac{y - z}{y}\\ \mathbf{else}:\\ \;\;\;\;\frac{x \cdot \left(y - z\right)}{y}\\ \end{array}\]

Reproduce

herbie shell --seed 2020083 
(FPCore (x y z)
  :name "Diagrams.Backend.Cairo.Internal:setTexture from diagrams-cairo-1.3.0.3"
  :precision binary64

  :herbie-target
  (if (< z -2.060202331921739e+104) (- x (/ (* z x) y)) (if (< z 1.6939766013828526e+213) (/ x (/ y (- y z))) (* (- y z) (/ x y))))

  (/ (* x (- y z)) y))