Average Error: 0.4 → 0.2
Time: 10.9s
Precision: 64
\[\frac{x \cdot 100}{x + y}\]
\[\frac{x}{\frac{x + y}{100}}\]
\frac{x \cdot 100}{x + y}
\frac{x}{\frac{x + y}{100}}
double f(double x, double y) {
        double r476988 = x;
        double r476989 = 100.0;
        double r476990 = r476988 * r476989;
        double r476991 = y;
        double r476992 = r476988 + r476991;
        double r476993 = r476990 / r476992;
        return r476993;
}

double f(double x, double y) {
        double r476994 = x;
        double r476995 = y;
        double r476996 = r476994 + r476995;
        double r476997 = 100.0;
        double r476998 = r476996 / r476997;
        double r476999 = r476994 / r476998;
        return r476999;
}

Error

Bits error versus x

Bits error versus y

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Results

Enter valid numbers for all inputs

Target

Original0.4
Target0.2
Herbie0.2
\[\frac{x}{1} \cdot \frac{100}{x + y}\]

Derivation

  1. Initial program 0.4

    \[\frac{x \cdot 100}{x + y}\]
  2. Using strategy rm
  3. Applied associate-/l*0.2

    \[\leadsto \color{blue}{\frac{x}{\frac{x + y}{100}}}\]
  4. Final simplification0.2

    \[\leadsto \frac{x}{\frac{x + y}{100}}\]

Reproduce

herbie shell --seed 2019323 
(FPCore (x y)
  :name "Development.Shake.Progress:message from shake-0.15.5"
  :precision binary64

  :herbie-target
  (* (/ x 1) (/ 100 (+ x y)))

  (/ (* x 100) (+ x y)))