Average Error: 12.7 → 2.4
Time: 2.3s
Precision: binary64
\[\frac{x \cdot \left(y - z\right)}{y}\]
↓
\[\begin{array}{l} \mathbf{if}\;x \le -6.3568084189281541 \cdot 10^{-277} \lor \neg \left(x \le 2.07584081693894871 \cdot 10^{-48}\right):\\ \;\;\;\;x - x \cdot \frac{z}{y}\\ \mathbf{else}:\\ \;\;\;\;x - \frac{x \cdot z}{y}\\ \end{array}\]
\frac{x \cdot \left(y - z\right)}{y}
↓
\begin{array}{l}
\mathbf{if}\;x \le -6.3568084189281541 \cdot 10^{-277} \lor \neg \left(x \le 2.07584081693894871 \cdot 10^{-48}\right):\\
\;\;\;\;x - x \cdot \frac{z}{y}\\

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

\end{array}
double code(double x, double y, double z) {
	return ((double) (((double) (x * ((double) (y - z)))) / y));
}
↓
double code(double x, double y, double z) {
	double VAR;
	if (((x <= -6.356808418928154e-277) || !(x <= 2.0758408169389487e-48))) {
		VAR = ((double) (x - ((double) (x * ((double) (z / y))))));
	} else {
		VAR = ((double) (x - ((double) (((double) (x * z)) / y))));
	}
	return VAR;
}

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

Original12.7
Target3.0
Herbie2.4
\[\begin{array}{l} \mathbf{if}\;z \lt -2.060202331921739 \cdot 10^{104}:\\ \;\;\;\;x - \frac{z \cdot x}{y}\\ \mathbf{elif}\;z \lt 1.69397660138285259 \cdot 10^{213}:\\ \;\;\;\;\frac{x}{\frac{y}{y - z}}\\ \mathbf{else}:\\ \;\;\;\;\left(y - z\right) \cdot \frac{x}{y}\\ \end{array}\]

Derivation

  1. Split input into 2 regimes

  2. if x < -6.3568084189281541e-277 or 2.07584081693894871e-48 < x

    1. Initial program 15.0

      \[\frac{x \cdot \left(y - z\right)}{y}\]

    2. Simplified2.0

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

    if -6.3568084189281541e-277 < x < 2.07584081693894871e-48

    1. Initial program 6.3

      \[\frac{x \cdot \left(y - z\right)}{y}\]

    2. Simplified6.8

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

    4. Applied associate-*r/3.5

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

  4. Final simplification2.4

    \[\leadsto \begin{array}{l} \mathbf{if}\;x \le -6.3568084189281541 \cdot 10^{-277} \lor \neg \left(x \le 2.07584081693894871 \cdot 10^{-48}\right):\\ \;\;\;\;x - x \cdot \frac{z}{y}\\ \mathbf{else}:\\ \;\;\;\;x - \frac{x \cdot z}{y}\\ \end{array}\]

Reproduce

herbie shell --seed 2020184 
(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))