Average Error: 7.0 → 3.0
Time: 25.6s
Precision: 64
\[\frac{x \cdot 2}{y \cdot z - t \cdot z}\]
↓
\[\begin{array}{l} \mathbf{if}\;z \le -6.948586446622267662315685094511317832413 \cdot 10^{96}:\\ \;\;\;\;\frac{\frac{x \cdot 2}{z}}{y - t}\\ \mathbf{elif}\;z \le 138177673017854208086533707964897199915000:\\ \;\;\;\;\frac{x}{\frac{y - t}{\frac{2}{z}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{x}{\sqrt[3]{z} \cdot \sqrt[3]{z}}}{\frac{y - t}{\frac{2}{\sqrt[3]{z}}}}\\ \end{array}\]
\frac{x \cdot 2}{y \cdot z - t \cdot z}
↓
\begin{array}{l}
\mathbf{if}\;z \le -6.948586446622267662315685094511317832413 \cdot 10^{96}:\\
\;\;\;\;\frac{\frac{x \cdot 2}{z}}{y - t}\\

\mathbf{elif}\;z \le 138177673017854208086533707964897199915000:\\
\;\;\;\;\frac{x}{\frac{y - t}{\frac{2}{z}}}\\

\mathbf{else}:\\
\;\;\;\;\frac{\frac{x}{\sqrt[3]{z} \cdot \sqrt[3]{z}}}{\frac{y - t}{\frac{2}{\sqrt[3]{z}}}}\\

\end{array}
double f(double x, double y, double z, double t) {
        double r377998 = x;
        double r377999 = 2.0;
        double r378000 = r377998 * r377999;
        double r378001 = y;
        double r378002 = z;
        double r378003 = r378001 * r378002;
        double r378004 = t;
        double r378005 = r378004 * r378002;
        double r378006 = r378003 - r378005;
        double r378007 = r378000 / r378006;
        return r378007;
}
↓
double f(double x, double y, double z, double t) {
        double r378008 = z;
        double r378009 = -6.948586446622268e+96;
        bool r378010 = r378008 <= r378009;
        double r378011 = x;
        double r378012 = 2.0;
        double r378013 = r378011 * r378012;
        double r378014 = r378013 / r378008;
        double r378015 = y;
        double r378016 = t;
        double r378017 = r378015 - r378016;
        double r378018 = r378014 / r378017;
        double r378019 = 1.381776730178542e+41;
        bool r378020 = r378008 <= r378019;
        double r378021 = r378012 / r378008;
        double r378022 = r378017 / r378021;
        double r378023 = r378011 / r378022;
        double r378024 = cbrt(r378008);
        double r378025 = r378024 * r378024;
        double r378026 = r378011 / r378025;
        double r378027 = r378012 / r378024;
        double r378028 = r378017 / r378027;
        double r378029 = r378026 / r378028;
        double r378030 = r378020 ? r378023 : r378029;
        double r378031 = r378010 ? r378018 : r378030;
        return r378031;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus t

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original7.0
Target2.2
Herbie3.0
\[\begin{array}{l} \mathbf{if}\;\frac{x \cdot 2}{y \cdot z - t \cdot z} \lt -2.559141628295061113708240820439530037456 \cdot 10^{-13}:\\ \;\;\;\;\frac{x}{\left(y - t\right) \cdot z} \cdot 2\\ \mathbf{elif}\;\frac{x \cdot 2}{y \cdot z - t \cdot z} \lt 1.045027827330126029709547581125571222799 \cdot 10^{-269}:\\ \;\;\;\;\frac{\frac{x}{z} \cdot 2}{y - t}\\ \mathbf{else}:\\ \;\;\;\;\frac{x}{\left(y - t\right) \cdot z} \cdot 2\\ \end{array}\]

Derivation

  1. Split input into 3 regimes

  2. if z < -6.948586446622268e+96

    1. Initial program 14.7

      \[\frac{x \cdot 2}{y \cdot z - t \cdot z}\]

    2. Simplified11.1

      \[\leadsto \color{blue}{\frac{x \cdot 2}{z \cdot \left(y - t\right)}}\]
    3. Using strategy rm

    4. Applied associate-/r*2.3

      \[\leadsto \color{blue}{\frac{\frac{x \cdot 2}{z}}{y - t}}\]

    if -6.948586446622268e+96 < z < 1.381776730178542e+41

    1. Initial program 2.7

      \[\frac{x \cdot 2}{y \cdot z - t \cdot z}\]

    2. Simplified2.7

      \[\leadsto \color{blue}{\frac{x \cdot 2}{z \cdot \left(y - t\right)}}\]
    3. Using strategy rm

    4. Applied associate-/r*8.5

      \[\leadsto \color{blue}{\frac{\frac{x \cdot 2}{z}}{y - t}}\]
    5. Using strategy rm

    6. Applied *-un-lft-identity8.5

      \[\leadsto \frac{\frac{x \cdot 2}{\color{blue}{1 \cdot z}}}{y - t}\]

    7. Applied times-frac8.6

      \[\leadsto \frac{\color{blue}{\frac{x}{1} \cdot \frac{2}{z}}}{y - t}\]

    8. Applied associate-/l*2.8

      \[\leadsto \color{blue}{\frac{\frac{x}{1}}{\frac{y - t}{\frac{2}{z}}}}\]

    if 1.381776730178542e+41 < z

    1. Initial program 11.7

      \[\frac{x \cdot 2}{y \cdot z - t \cdot z}\]

    2. Simplified9.4

      \[\leadsto \color{blue}{\frac{x \cdot 2}{z \cdot \left(y - t\right)}}\]
    3. Using strategy rm

    4. Applied associate-/r*2.5

      \[\leadsto \color{blue}{\frac{\frac{x \cdot 2}{z}}{y - t}}\]
    5. Using strategy rm

    6. Applied add-cube-cbrt3.1

      \[\leadsto \frac{\frac{x \cdot 2}{\color{blue}{\left(\sqrt[3]{z} \cdot \sqrt[3]{z}\right) \cdot \sqrt[3]{z}}}}{y - t}\]

    7. Applied times-frac3.1

      \[\leadsto \frac{\color{blue}{\frac{x}{\sqrt[3]{z} \cdot \sqrt[3]{z}} \cdot \frac{2}{\sqrt[3]{z}}}}{y - t}\]

    8. Applied associate-/l*4.2

      \[\leadsto \color{blue}{\frac{\frac{x}{\sqrt[3]{z} \cdot \sqrt[3]{z}}}{\frac{y - t}{\frac{2}{\sqrt[3]{z}}}}}\]
  3. Recombined 3 regimes into one program.

  4. Final simplification3.0

    \[\leadsto \begin{array}{l} \mathbf{if}\;z \le -6.948586446622267662315685094511317832413 \cdot 10^{96}:\\ \;\;\;\;\frac{\frac{x \cdot 2}{z}}{y - t}\\ \mathbf{elif}\;z \le 138177673017854208086533707964897199915000:\\ \;\;\;\;\frac{x}{\frac{y - t}{\frac{2}{z}}}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{x}{\sqrt[3]{z} \cdot \sqrt[3]{z}}}{\frac{y - t}{\frac{2}{\sqrt[3]{z}}}}\\ \end{array}\]

Reproduce

herbie shell --seed 2019303 
(FPCore (x y z t)
  :name "Linear.Projection:infinitePerspective from linear-1.19.1.3, A"
  :precision binary64

  :herbie-target
  (if (< (/ (* x 2) (- (* y z) (* t z))) -2.559141628295061e-13) (* (/ x (* (- y t) z)) 2) (if (< (/ (* x 2) (- (* y z) (* t z))) 1.045027827330126e-269) (/ (* (/ x z) 2) (- y t)) (* (/ x (* (- y t) z)) 2)))

  (/ (* x 2) (- (* y z) (* t z))))