Linear.Projection:perspective from linear-1.19.1.3, B

Average Error: 15.1 → 0.8

Time: 2.0s

Precision: binary64

Math

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

↓

\[\begin{array}{l} \mathbf{if}\;\frac{\left(x \cdot 2\right) \cdot y}{x - y} = -inf.0:\\ \;\;\;\;\frac{1}{\frac{\frac{x}{y} + -1}{x \cdot 2}}\\ \mathbf{elif}\;\frac{\left(x \cdot 2\right) \cdot y}{x - y} \le -2.0846029270717649 \cdot 10^{-303} \lor \neg \left(\frac{\left(x \cdot 2\right) \cdot y}{x - y} \le -0.0\right) \land \frac{\left(x \cdot 2\right) \cdot y}{x - y} \le 1.1289622460478969 \cdot 10^{-75}:\\ \;\;\;\;\frac{\left(x \cdot 2\right) \cdot y}{x - y}\\ \mathbf{else}:\\ \;\;\;\;x \cdot \left(2 \cdot \frac{y}{x - y}\right)\\ \end{array}\]

C

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

↓

double code(double x, double y) {
	double VAR;
	if ((((double) (((double) (((double) (x * 2.0)) * y)) / ((double) (x - y)))) <= -inf.0)) {
		VAR = ((double) (1.0 / ((double) (((double) (((double) (x / y)) + -1.0)) / ((double) (x * 2.0))))));
	} else {
		double VAR_1;
		if (((((double) (((double) (((double) (x * 2.0)) * y)) / ((double) (x - y)))) <= -2.084602927071765e-303) || (!(((double) (((double) (((double) (x * 2.0)) * y)) / ((double) (x - y)))) <= -0.0) && (((double) (((double) (((double) (x * 2.0)) * y)) / ((double) (x - y)))) <= 1.128962246047897e-75)))) {
			VAR_1 = ((double) (((double) (((double) (x * 2.0)) * y)) / ((double) (x - y))));
		} else {
			VAR_1 = ((double) (x * ((double) (2.0 * ((double) (y / ((double) (x - y))))))));
		}
		VAR = VAR_1;
	}
	return VAR;
}

Error

Bits error versus x

Bits error versus y

Target

Original	15.1
Target	0.4
Herbie	0.8

\[\begin{array}{l} \mathbf{if}\;x \lt -1.7210442634149447 \cdot 10^{81}:\\ \;\;\;\;\frac{2 \cdot x}{x - y} \cdot y\\ \mathbf{elif}\;x \lt 83645045635564432:\\ \;\;\;\;\frac{x \cdot 2}{\frac{x - y}{y}}\\ \mathbf{else}:\\ \;\;\;\;\frac{2 \cdot x}{x - y} \cdot y\\ \end{array}\]

Derivation

1. Split input into 3 regimes

2. if (/ (* (* x 2.0) y) (- x y)) < -inf.0

   1. Initial program 64.0

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

   2. Simplified 0.2

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

   4. Applied clear-num 0.3

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

   5. Simplified 0.3

      \[\leadsto x \cdot \left(2 \cdot \frac{1}{\color{blue}{\frac{x}{y} + -1}}\right)\]
   6. Using strategy rm

   7. Applied un-div-inv 0.3

      \[\leadsto x \cdot \color{blue}{\frac{2}{\frac{x}{y} + -1}}\]

   8. Applied associate-*r/ 0.4

      \[\leadsto \color{blue}{\frac{x \cdot 2}{\frac{x}{y} + -1}}\]
   9. Using strategy rm

   10. Applied clear-num 0.6

       \[\leadsto \color{blue}{\frac{1}{\frac{\frac{x}{y} + -1}{x \cdot 2}}}\]

   if -inf.0 < (/ (* (* x 2.0) y) (- x y)) < -2.0846029270717649e-303 or -0.0 < (/ (* (* x 2.0) y) (- x y)) < 1.1289622460478969e-75

   1. Initial program 0.6

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

   if -2.0846029270717649e-303 < (/ (* (* x 2.0) y) (- x y)) < -0.0 or 1.1289622460478969e-75 < (/ (* (* x 2.0) y) (- x y))

   1. Initial program 33.7

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

   2. Simplified 1.1

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

4. Final simplification 0.8

   \[\leadsto \begin{array}{l} \mathbf{if}\;\frac{\left(x \cdot 2\right) \cdot y}{x - y} = -inf.0:\\ \;\;\;\;\frac{1}{\frac{\frac{x}{y} + -1}{x \cdot 2}}\\ \mathbf{elif}\;\frac{\left(x \cdot 2\right) \cdot y}{x - y} \le -2.0846029270717649 \cdot 10^{-303} \lor \neg \left(\frac{\left(x \cdot 2\right) \cdot y}{x - y} \le -0.0\right) \land \frac{\left(x \cdot 2\right) \cdot y}{x - y} \le 1.1289622460478969 \cdot 10^{-75}:\\ \;\;\;\;\frac{\left(x \cdot 2\right) \cdot y}{x - y}\\ \mathbf{else}:\\ \;\;\;\;x \cdot \left(2 \cdot \frac{y}{x - y}\right)\\ \end{array}\]

Reproduce

herbie shell --seed 2020185 
(FPCore (x y)
  :name "Linear.Projection:perspective from linear-1.19.1.3, B"
  :precision binary64

  :herbie-target
  (if (< x -1.7210442634149447e+81) (* (/ (* 2.0 x) (- x y)) y) (if (< x 8.364504563556443e+16) (/ (* x 2.0) (/ (- x y) y)) (* (/ (* 2.0 x) (- x y)) y)))

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