Average Error: 0.0 → 0.0
Time: 4.5s
Precision: 64
\[x + y \cdot \left(z + x\right)\]
\[\mathsf{fma}\left(z + x, y, x\right)\]
x + y \cdot \left(z + x\right)
\mathsf{fma}\left(z + x, y, x\right)
double f(double x, double y, double z) {
        double r126746 = x;
        double r126747 = y;
        double r126748 = z;
        double r126749 = r126748 + r126746;
        double r126750 = r126747 * r126749;
        double r126751 = r126746 + r126750;
        return r126751;
}

double f(double x, double y, double z) {
        double r126752 = z;
        double r126753 = x;
        double r126754 = r126752 + r126753;
        double r126755 = y;
        double r126756 = fma(r126754, r126755, r126753);
        return r126756;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Derivation

  1. Initial program 0.0

    \[x + y \cdot \left(z + x\right)\]
  2. Simplified0.0

    \[\leadsto \color{blue}{\mathsf{fma}\left(z + x, y, x\right)}\]
  3. Final simplification0.0

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

Reproduce

herbie shell --seed 2020045 +o rules:numerics
(FPCore (x y z)
  :name "Main:bigenough2 from A"
  :precision binary64
  (+ x (* y (+ z x))))