Average Error: 9.6 → 0.2
Time: 14.5s
Precision: 64
\[\frac{x}{y \cdot y}\]
↓
\[\frac{\frac{x}{y}}{y}\]
\frac{x}{y \cdot y}
↓
\frac{\frac{x}{y}}{y}
double f(double x, double y) {
        double r18360629 = x;
        double r18360630 = y;
        double r18360631 = r18360630 * r18360630;
        double r18360632 = r18360629 / r18360631;
        return r18360632;
}
↓
double f(double x, double y) {
        double r18360633 = x;
        double r18360634 = y;
        double r18360635 = r18360633 / r18360634;
        double r18360636 = r18360635 / r18360634;
        return r18360636;
}

Error

Bits error versus x

Bits error versus y

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Results

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Target

Original9.6
Target0.2
Herbie0.2
\[\frac{\frac{x}{y}}{y}\]

Derivation

  1. Initial program 9.6

    \[\frac{x}{y \cdot y}\]
  2. Using strategy rm

  3. Applied associate-/r*0.2

    \[\leadsto \color{blue}{\frac{\frac{x}{y}}{y}}\]

  4. Final simplification0.2

    \[\leadsto \frac{\frac{x}{y}}{y}\]

Reproduce

herbie shell --seed 2019158 
(FPCore (x y)
  :name "Physics.ForceLayout:coulombForce from force-layout-0.4.0.2"

  :herbie-target
  (/ (/ x y) y)

  (/ x (* y y)))