Average Error: 7.3 → 0.7
Time: 3.9s
Precision: binary64
\[\frac{\cosh x \cdot \frac{y}{x}}{z} \]
↓
\[\begin{array}{l} \mathbf{if}\;y \leq -5.023849266504921 \cdot 10^{-98} \lor \neg \left(y \leq 3.1993470566798015 \cdot 10^{-36}\right):\\ \;\;\;\;\cosh x \cdot \frac{\frac{y}{z}}{x}\\ \mathbf{else}:\\ \;\;\;\;\frac{\cosh x \cdot \frac{y}{x}}{z}\\ \end{array} \]
\frac{\cosh x \cdot \frac{y}{x}}{z}
↓
\begin{array}{l}
\mathbf{if}\;y \leq -5.023849266504921 \cdot 10^{-98} \lor \neg \left(y \leq 3.1993470566798015 \cdot 10^{-36}\right):\\
\;\;\;\;\cosh x \cdot \frac{\frac{y}{z}}{x}\\

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


\end{array}

(FPCore (x y z) :precision binary64 (/ (* (cosh x) (/ y x)) z))
↓
(FPCore (x y z)
 :precision binary64
 (if (or (<= y -5.023849266504921e-98) (not (<= y 3.1993470566798015e-36)))
   (* (cosh x) (/ (/ y z) x))
   (/ (* (cosh x) (/ y x)) z)))
double code(double x, double y, double z) {
	return (cosh(x) * (y / x)) / z;
}
↓
double code(double x, double y, double z) {
	double tmp;
	if ((y <= -5.023849266504921e-98) || !(y <= 3.1993470566798015e-36)) {
		tmp = cosh(x) * ((y / z) / x);
	} else {
		tmp = (cosh(x) * (y / x)) / z;
	}
	return tmp;
}

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

Original7.3
Target0.4
Herbie0.7
\[\begin{array}{l} \mathbf{if}\;y < -4.618902267687042 \cdot 10^{-52}:\\ \;\;\;\;\frac{\frac{y}{z}}{x} \cdot \cosh x\\ \mathbf{elif}\;y < 1.038530535935153 \cdot 10^{-39}:\\ \;\;\;\;\frac{\frac{\cosh x \cdot y}{x}}{z}\\ \mathbf{else}:\\ \;\;\;\;\frac{\frac{y}{z}}{x} \cdot \cosh x\\ \end{array} \]

Derivation

  1. Split input into 2 regimes

  2. if y < -5.0238492665049212e-98 or 3.1993470566798015e-36 < y

    1. Initial program 15.1

      \[\frac{\cosh x \cdot \frac{y}{x}}{z} \]

    2. Applied *-un-lft-identity_binary6415.1

      \[\leadsto \frac{\cosh x \cdot \frac{y}{x}}{\color{blue}{1 \cdot z}} \]

    3. Applied times-frac_binary6415.1

      \[\leadsto \color{blue}{\frac{\cosh x}{1} \cdot \frac{\frac{y}{x}}{z}} \]

    4. Simplified15.1

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

    5. Simplified1.2

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

    6. Applied associate-/r*_binary641.1

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

    if -5.0238492665049212e-98 < y < 3.1993470566798015e-36

    1. Initial program 0.3

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

  4. Final simplification0.7

    \[\leadsto \begin{array}{l} \mathbf{if}\;y \leq -5.023849266504921 \cdot 10^{-98} \lor \neg \left(y \leq 3.1993470566798015 \cdot 10^{-36}\right):\\ \;\;\;\;\cosh x \cdot \frac{\frac{y}{z}}{x}\\ \mathbf{else}:\\ \;\;\;\;\frac{\cosh x \cdot \frac{y}{x}}{z}\\ \end{array} \]

Reproduce

herbie shell --seed 2021313 
(FPCore (x y z)
  :name "Linear.Quaternion:$ctan from linear-1.19.1.3"
  :precision binary64

  :herbie-target
  (if (< y -4.618902267687042e-52) (* (/ (/ y z) x) (cosh x)) (if (< y 1.038530535935153e-39) (/ (/ (* (cosh x) y) x) z) (* (/ (/ y z) x) (cosh x))))

  (/ (* (cosh x) (/ y x)) z))