Average Error: 6.9 → 1.4
Time: 3.8s
Precision: binary64
\[\frac{x \cdot 2}{y \cdot z - t \cdot z}\]
↓
\[\begin{array}{l} \mathbf{if}\;y \cdot z - z \cdot t \leq -2.1972034064024037 \cdot 10^{+202} \lor \neg \left(y \cdot z - z \cdot t \leq 2.478330206236893 \cdot 10^{+183}\right):\\ \;\;\;\;\frac{\frac{x}{z} \cdot 2}{y - t}\\ \mathbf{else}:\\ \;\;\;\;\frac{x \cdot 2}{y \cdot z - z \cdot t}\\ \end{array}\]
\frac{x \cdot 2}{y \cdot z - t \cdot z}
↓
\begin{array}{l}
\mathbf{if}\;y \cdot z - z \cdot t \leq -2.1972034064024037 \cdot 10^{+202} \lor \neg \left(y \cdot z - z \cdot t \leq 2.478330206236893 \cdot 10^{+183}\right):\\
\;\;\;\;\frac{\frac{x}{z} \cdot 2}{y - t}\\

\mathbf{else}:\\
\;\;\;\;\frac{x \cdot 2}{y \cdot z - z \cdot t}\\

\end{array}
double code(double x, double y, double z, double t) {
	return (((double) (x * 2.0)) / ((double) (((double) (y * z)) - ((double) (t * z)))));
}
↓
double code(double x, double y, double z, double t) {
	double VAR;
	if (((((double) (((double) (y * z)) - ((double) (z * t)))) <= -2.1972034064024037e+202) || !(((double) (((double) (y * z)) - ((double) (z * t)))) <= 2.478330206236893e+183))) {
		VAR = (((double) ((x / z) * 2.0)) / ((double) (y - t)));
	} else {
		VAR = (((double) (x * 2.0)) / ((double) (((double) (y * z)) - ((double) (z * t)))));
	}
	return VAR;
}

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

Original6.9
Target2.1
Herbie1.4
\[\begin{array}{l} \mathbf{if}\;\frac{x \cdot 2}{y \cdot z - t \cdot z} < -2.559141628295061 \cdot 10^{-13}:\\ \;\;\;\;\frac{x}{\left(y - t\right) \cdot z} \cdot 2\\ \mathbf{elif}\;\frac{x \cdot 2}{y \cdot z - t \cdot z} < 1.0450278273301259 \cdot 10^{-269}:\\ \;\;\;\;\frac{\frac{x}{z} \cdot 2}{y - t}\\ \mathbf{else}:\\ \;\;\;\;\frac{x}{\left(y - t\right) \cdot z} \cdot 2\\ \end{array}\]

Derivation

  1. Split input into 2 regimes

  2. if (- (* y z) (* t z)) < -2.19720340640240374e202 or 2.47833020623689287e183 < (- (* y z) (* t z))

    1. Initial program 14.7

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

    2. Simplified12.2

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

    4. Applied *-un-lft-identity12.2

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

    5. Applied times-frac11.3

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

    6. Applied associate-*r*0.7

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

    7. Simplified0.7

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

    9. Applied associate-*r/0.7

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

    if -2.19720340640240374e202 < (- (* y z) (* t z)) < 2.47833020623689287e183

    1. Initial program 1.9

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

  4. Final simplification1.4

    \[\leadsto \begin{array}{l} \mathbf{if}\;y \cdot z - z \cdot t \leq -2.1972034064024037 \cdot 10^{+202} \lor \neg \left(y \cdot z - z \cdot t \leq 2.478330206236893 \cdot 10^{+183}\right):\\ \;\;\;\;\frac{\frac{x}{z} \cdot 2}{y - t}\\ \mathbf{else}:\\ \;\;\;\;\frac{x \cdot 2}{y \cdot z - z \cdot t}\\ \end{array}\]

Reproduce

herbie shell --seed 2020199 
(FPCore (x y z t)
  :name "Linear.Projection:infinitePerspective from linear-1.19.1.3, A"
  :precision binary64

  :herbie-target
  (if (< (/ (* x 2.0) (- (* y z) (* t z))) -2.559141628295061e-13) (* (/ x (* (- y t) z)) 2.0) (if (< (/ (* x 2.0) (- (* y z) (* t z))) 1.0450278273301259e-269) (/ (* (/ x z) 2.0) (- y t)) (* (/ x (* (- y t) z)) 2.0)))

  (/ (* x 2.0) (- (* y z) (* t z))))