Average Error: 0.0 → 0
Time: 360.0ms
Precision: 64
\[\left(x + y\right) + x\]
\[\mathsf{fma}\left(2, x, y\right)\]
\left(x + y\right) + x
\mathsf{fma}\left(2, x, y\right)
double f(double x, double y) {
        double r602743 = x;
        double r602744 = y;
        double r602745 = r602743 + r602744;
        double r602746 = r602745 + r602743;
        return r602746;
}

double f(double x, double y) {
        double r602747 = 2.0;
        double r602748 = x;
        double r602749 = y;
        double r602750 = fma(r602747, r602748, r602749);
        return r602750;
}

Error

Bits error versus x

Bits error versus y

Target

Original0.0
Target0
Herbie0
\[y + 2 \cdot x\]

Derivation

  1. Initial program 0.0

    \[\left(x + y\right) + x\]
  2. Simplified0

    \[\leadsto \color{blue}{\mathsf{fma}\left(2, x, y\right)}\]
  3. Final simplification0

    \[\leadsto \mathsf{fma}\left(2, x, y\right)\]

Reproduce

herbie shell --seed 2020043 +o rules:numerics
(FPCore (x y)
  :name "Graphics.Rendering.Plot.Render.Plot.Legend:renderLegendOutside from plot-0.2.3.4, A"
  :precision binary64

  :herbie-target
  (+ y (* 2 x))

  (+ (+ x y) x))