Average Error: 7.5 → 7.5
Time: 15.6s
Precision: 64
\[\frac{x \cdot y - z \cdot t}{a}\]
\[\frac{x \cdot y - z \cdot t}{a}\]
\frac{x \cdot y - z \cdot t}{a}
\frac{x \cdot y - z \cdot t}{a}
double f(double x, double y, double z, double t, double a) {
        double r507021 = x;
        double r507022 = y;
        double r507023 = r507021 * r507022;
        double r507024 = z;
        double r507025 = t;
        double r507026 = r507024 * r507025;
        double r507027 = r507023 - r507026;
        double r507028 = a;
        double r507029 = r507027 / r507028;
        return r507029;
}

double f(double x, double y, double z, double t, double a) {
        double r507030 = x;
        double r507031 = y;
        double r507032 = r507030 * r507031;
        double r507033 = z;
        double r507034 = t;
        double r507035 = r507033 * r507034;
        double r507036 = r507032 - r507035;
        double r507037 = a;
        double r507038 = r507036 / r507037;
        return r507038;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus t

Bits error versus a

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original7.5
Target5.8
Herbie7.5
\[\begin{array}{l} \mathbf{if}\;z \lt -2.468684968699548224247694913169778644284 \cdot 10^{170}:\\ \;\;\;\;\frac{y}{a} \cdot x - \frac{t}{a} \cdot z\\ \mathbf{elif}\;z \lt 6.309831121978371209578784129518242708809 \cdot 10^{-71}:\\ \;\;\;\;\frac{x \cdot y - z \cdot t}{a}\\ \mathbf{else}:\\ \;\;\;\;\frac{y}{a} \cdot x - \frac{t}{a} \cdot z\\ \end{array}\]

Derivation

  1. Initial program 7.5

    \[\frac{x \cdot y - z \cdot t}{a}\]
  2. Final simplification7.5

    \[\leadsto \frac{x \cdot y - z \cdot t}{a}\]

Reproduce

herbie shell --seed 2019326 +o rules:numerics
(FPCore (x y z t a)
  :name "Data.Colour.Matrix:inverse from colour-2.3.3, B"
  :precision binary64

  :herbie-target
  (if (< z -2.468684968699548e+170) (- (* (/ y a) x) (* (/ t a) z)) (if (< z 6.309831121978371e-71) (/ (- (* x y) (* z t)) a) (- (* (/ y a) x) (* (/ t a) z))))

  (/ (- (* x y) (* z t)) a))