Average Error: 0.2 → 0.1
Time: 15.4s
Precision: 64
\[\left(x \cdot 3\right) \cdot y - z\]
\[x \cdot \left(3 \cdot y\right) - z\]
\left(x \cdot 3\right) \cdot y - z
x \cdot \left(3 \cdot y\right) - z
double f(double x, double y, double z) {
        double r775701 = x;
        double r775702 = 3.0;
        double r775703 = r775701 * r775702;
        double r775704 = y;
        double r775705 = r775703 * r775704;
        double r775706 = z;
        double r775707 = r775705 - r775706;
        return r775707;
}

double f(double x, double y, double z) {
        double r775708 = x;
        double r775709 = 3.0;
        double r775710 = y;
        double r775711 = r775709 * r775710;
        double r775712 = r775708 * r775711;
        double r775713 = z;
        double r775714 = r775712 - r775713;
        return r775714;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Try it out

Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original0.2
Target0.1
Herbie0.1
\[x \cdot \left(3 \cdot y\right) - z\]

Derivation

  1. Initial program 0.2

    \[\left(x \cdot 3\right) \cdot y - z\]
  2. Using strategy rm
  3. Applied associate-*l*0.1

    \[\leadsto \color{blue}{x \cdot \left(3 \cdot y\right)} - z\]
  4. Final simplification0.1

    \[\leadsto x \cdot \left(3 \cdot y\right) - z\]

Reproduce

herbie shell --seed 2020046 +o rules:numerics
(FPCore (x y z)
  :name "Diagrams.Solve.Polynomial:cubForm  from diagrams-solve-0.1, B"
  :precision binary64

  :herbie-target
  (- (* x (* 3 y)) z)

  (- (* (* x 3) y) z))