Average Error: 31.1 → 17.8
Time: 7.0s
Precision: binary64
\[\sqrt{x \cdot x + y \cdot y}\]
↓
\[\begin{array}{l} \mathbf{if}\;x \leq -1.3398376281346736 \cdot 10^{+94}:\\ \;\;\;\;-x\\ \mathbf{elif}\;x \leq 1.2142329415337049 \cdot 10^{+97}:\\ \;\;\;\;\sqrt{x \cdot x + y \cdot y}\\ \mathbf{else}:\\ \;\;\;\;x\\ \end{array}\]
\sqrt{x \cdot x + y \cdot y}
↓
\begin{array}{l}
\mathbf{if}\;x \leq -1.3398376281346736 \cdot 10^{+94}:\\
\;\;\;\;-x\\

\mathbf{elif}\;x \leq 1.2142329415337049 \cdot 10^{+97}:\\
\;\;\;\;\sqrt{x \cdot x + y \cdot y}\\

\mathbf{else}:\\
\;\;\;\;x\\

\end{array}
(FPCore (x y) :precision binary64 (sqrt (+ (* x x) (* y y))))
↓
(FPCore (x y)
 :precision binary64
 (if (<= x -1.3398376281346736e+94)
   (- x)
   (if (<= x 1.2142329415337049e+97) (sqrt (+ (* x x) (* y y))) x)))
double code(double x, double y) {
	return sqrt((x * x) + (y * y));
}
↓
double code(double x, double y) {
	double tmp;
	if (x <= -1.3398376281346736e+94) {
		tmp = -x;
	} else if (x <= 1.2142329415337049e+97) {
		tmp = sqrt((x * x) + (y * y));
	} else {
		tmp = x;
	}
	return tmp;
}

Error

Bits error versus x

Bits error versus y

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original31.1
Target17.8
Herbie17.8
\[\begin{array}{l} \mathbf{if}\;x < -1.1236950826599826 \cdot 10^{+145}:\\ \;\;\;\;-x\\ \mathbf{elif}\;x < 1.116557621183362 \cdot 10^{+93}:\\ \;\;\;\;\sqrt{x \cdot x + y \cdot y}\\ \mathbf{else}:\\ \;\;\;\;x\\ \end{array}\]

Derivation

  1. Split input into 3 regimes

  2. if x < -1.3398376281346736e94

    1. Initial program 51.7

      \[\sqrt{x \cdot x + y \cdot y}\]

    2. Taylor expanded around -inf 11.4

      \[\leadsto \color{blue}{-1 \cdot x}\]

    3. Simplified11.4

      \[\leadsto \color{blue}{-x}\]

    if -1.3398376281346736e94 < x < 1.2142329415337049e97

    1. Initial program 21.1

      \[\sqrt{x \cdot x + y \cdot y}\]

    if 1.2142329415337049e97 < x

    1. Initial program 50.9

      \[\sqrt{x \cdot x + y \cdot y}\]

    2. Taylor expanded around inf 11.3

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

  4. Final simplification17.8

    \[\leadsto \begin{array}{l} \mathbf{if}\;x \leq -1.3398376281346736 \cdot 10^{+94}:\\ \;\;\;\;-x\\ \mathbf{elif}\;x \leq 1.2142329415337049 \cdot 10^{+97}:\\ \;\;\;\;\sqrt{x \cdot x + y \cdot y}\\ \mathbf{else}:\\ \;\;\;\;x\\ \end{array}\]

Reproduce

herbie shell --seed 2021176 
(FPCore (x y)
  :name "Data.Octree.Internal:octantDistance  from Octree-0.5.4.2"
  :precision binary64

  :herbie-target
  (if (< x -1.1236950826599826e+145) (- x) (if (< x 1.116557621183362e+93) (sqrt (+ (* x x) (* y y))) x))

  (sqrt (+ (* x x) (* y y))))