Diagrams.TwoD.Layout.CirclePacking:approxRadius from diagrams-contrib-1.3.0.5

Average Error: 36.3 → 27.8

Time: 8.8s

Precision: binary64

Math

\[\frac{\tan \left(\frac{x}{y \cdot 2}\right)}{\sin \left(\frac{x}{y \cdot 2}\right)}\]

↓

\[\begin{array}{l} \mathbf{if}\;\frac{\tan \left(\frac{x}{y \cdot 2}\right)}{\sin \left(\frac{x}{y \cdot 2}\right)} \le 3.345918251424945:\\ \;\;\;\;\frac{\sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}} \cdot \sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}}}{\sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)} \cdot \sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)}} \cdot \frac{\sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}}}{\sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)}}\\ \mathbf{else}:\\ \;\;\;\;1\\ \end{array}\]

C

double code(double x, double y) {
	return ((double) (((double) tan(((double) (x / ((double) (y * 2.0)))))) / ((double) sin(((double) (x / ((double) (y * 2.0))))))));
}

↓

double code(double x, double y) {
	double VAR;
	if ((((double) (((double) tan(((double) (x / ((double) (y * 2.0)))))) / ((double) sin(((double) (x / ((double) (y * 2.0)))))))) <= 3.345918251424945)) {
		VAR = ((double) (((double) (((double) (((double) cbrt(((double) (((double) sin(((double) (x / ((double) (y * 2.0)))))) / ((double) log(((double) exp(((double) cos(((double) (x / ((double) (y * 2.0)))))))))))))) * ((double) cbrt(((double) (((double) sin(((double) (x / ((double) (y * 2.0)))))) / ((double) log(((double) exp(((double) cos(((double) (x / ((double) (y * 2.0)))))))))))))))) / ((double) (((double) cbrt(((double) sin(((double) (x / ((double) (y * 2.0)))))))) * ((double) cbrt(((double) sin(((double) (x / ((double) (y * 2.0)))))))))))) * ((double) (((double) cbrt(((double) (((double) sin(((double) (x / ((double) (y * 2.0)))))) / ((double) log(((double) exp(((double) cos(((double) (x / ((double) (y * 2.0)))))))))))))) / ((double) cbrt(((double) sin(((double) (x / ((double) (y * 2.0))))))))))));
	} else {
		VAR = 1.0;
	}
	return VAR;
}

Error

Bits error versus x

Bits error versus y

Target

Original	36.3
Target	29.3
Herbie	27.8

\[\begin{array}{l} \mathbf{if}\;y \lt -1.23036909113069936 \cdot 10^{114}:\\ \;\;\;\;1\\ \mathbf{elif}\;y \lt -9.1028524068119138 \cdot 10^{-222}:\\ \;\;\;\;\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\sin \left(\frac{x}{y \cdot 2}\right) \cdot \log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}\\ \mathbf{else}:\\ \;\;\;\;1\\ \end{array}\]

Derivation

1. Split input into 2 regimes

2. if (/ (tan (/ x (* y 2.0))) (sin (/ x (* y 2.0)))) < 3.345918251424945

   1. Initial program 26.0

      \[\frac{\tan \left(\frac{x}{y \cdot 2}\right)}{\sin \left(\frac{x}{y \cdot 2}\right)}\]
   2. Using strategy rm

   3. Applied tan-quot 26.0

      \[\leadsto \frac{\color{blue}{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\cos \left(\frac{x}{y \cdot 2}\right)}}}{\sin \left(\frac{x}{y \cdot 2}\right)}\]
   4. Using strategy rm

   5. Applied add-log-exp 26.0

      \[\leadsto \frac{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\color{blue}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}}}{\sin \left(\frac{x}{y \cdot 2}\right)}\]
   6. Using strategy rm

   7. Applied add-cube-cbrt 26.7

      \[\leadsto \frac{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}}{\color{blue}{\left(\sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)} \cdot \sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)}\right) \cdot \sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)}}}\]

   8. Applied add-cube-cbrt 26.1

      \[\leadsto \frac{\color{blue}{\left(\sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}} \cdot \sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}}\right) \cdot \sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}}}}{\left(\sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)} \cdot \sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)}\right) \cdot \sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)}}\]

   9. Applied times-frac 26.1

      \[\leadsto \color{blue}{\frac{\sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}} \cdot \sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}}}{\sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)} \cdot \sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)}} \cdot \frac{\sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}}}{\sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)}}}\]

   if 3.345918251424945 < (/ (tan (/ x (* y 2.0))) (sin (/ x (* y 2.0))))

   1. Initial program 63.1

      \[\frac{\tan \left(\frac{x}{y \cdot 2}\right)}{\sin \left(\frac{x}{y \cdot 2}\right)}\]

   2. Taylor expanded around 0 32.5

      \[\leadsto \color{blue}{1}\]
3. Recombined 2 regimes into one program.

4. Final simplification 27.8

   \[\leadsto \begin{array}{l} \mathbf{if}\;\frac{\tan \left(\frac{x}{y \cdot 2}\right)}{\sin \left(\frac{x}{y \cdot 2}\right)} \le 3.345918251424945:\\ \;\;\;\;\frac{\sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}} \cdot \sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}}}{\sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)} \cdot \sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)}} \cdot \frac{\sqrt[3]{\frac{\sin \left(\frac{x}{y \cdot 2}\right)}{\log \left(e^{\cos \left(\frac{x}{y \cdot 2}\right)}\right)}}}{\sqrt[3]{\sin \left(\frac{x}{y \cdot 2}\right)}}\\ \mathbf{else}:\\ \;\;\;\;1\\ \end{array}\]

Reproduce

herbie shell --seed 2020162 
(FPCore (x y)
  :name "Diagrams.TwoD.Layout.CirclePacking:approxRadius from diagrams-contrib-1.3.0.5"
  :precision binary64

  :herbie-target
  (if (< y -1.2303690911306994e+114) 1.0 (if (< y -9.102852406811914e-222) (/ (sin (/ x (* y 2.0))) (* (sin (/ x (* y 2.0))) (log (exp (cos (/ x (* y 2.0))))))) 1.0))

  (/ (tan (/ x (* y 2.0))) (sin (/ x (* y 2.0)))))