Average Error: 10.4 → 0.3
Time: 16.3s
Precision: 64
\[\left(\left(x \cdot 3\right) \cdot x\right) \cdot y\]
↓
\[x \cdot \left(x \cdot \left(3 \cdot y\right)\right)\]
\left(\left(x \cdot 3\right) \cdot x\right) \cdot y
↓
x \cdot \left(x \cdot \left(3 \cdot y\right)\right)
double f(double x, double y) {
        double r850017 = x;
        double r850018 = 3.0;
        double r850019 = r850017 * r850018;
        double r850020 = r850019 * r850017;
        double r850021 = y;
        double r850022 = r850020 * r850021;
        return r850022;
}
↓
double f(double x, double y) {
        double r850023 = x;
        double r850024 = 3.0;
        double r850025 = y;
        double r850026 = r850024 * r850025;
        double r850027 = r850023 * r850026;
        double r850028 = r850023 * r850027;
        return r850028;
}

Error

Bits error versus x

Bits error versus y

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Your Program's Arguments

Results

Enter valid numbers for all inputs

Target

Original10.4
Target0.2
Herbie0.3
\[\left(x \cdot 3\right) \cdot \left(x \cdot y\right)\]

Derivation

  1. Initial program 10.4

    \[\left(\left(x \cdot 3\right) \cdot x\right) \cdot y\]
  2. Using strategy rm

  3. Applied associate-*l*0.2

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

  5. Applied associate-*l*0.2

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

  7. Applied associate-*r*0.3

    \[\leadsto x \cdot \color{blue}{\left(\left(3 \cdot x\right) \cdot y\right)}\]

  8. Simplified0.3

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

  10. Applied associate-*l*0.3

    \[\leadsto x \cdot \color{blue}{\left(x \cdot \left(3 \cdot y\right)\right)}\]

  11. Final simplification0.3

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

Reproduce

herbie shell --seed 2020047 +o rules:numerics
(FPCore (x y)
  :name "Diagrams.Segment:$catParam from diagrams-lib-1.3.0.3, A"
  :precision binary64

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

  (* (* (* x 3) x) y))