Average Error: 0.0 → 0.0
Time: 7.7s
Precision: 64
\[x + \left(y - x\right) \cdot z\]
\[\mathsf{fma}\left(z, y - x, x\right)\]
x + \left(y - x\right) \cdot z
\mathsf{fma}\left(z, y - x, x\right)
double f(double x, double y, double z) {
        double r174486 = x;
        double r174487 = y;
        double r174488 = r174487 - r174486;
        double r174489 = z;
        double r174490 = r174488 * r174489;
        double r174491 = r174486 + r174490;
        return r174491;
}

double f(double x, double y, double z) {
        double r174492 = z;
        double r174493 = y;
        double r174494 = x;
        double r174495 = r174493 - r174494;
        double r174496 = fma(r174492, r174495, r174494);
        return r174496;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Derivation

  1. Initial program 0.0

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

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

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

Reproduce

herbie shell --seed 2020046 +o rules:numerics
(FPCore (x y z)
  :name "Diagrams.ThreeD.Shapes:frustum from diagrams-lib-1.3.0.3, B"
  :precision binary64
  (+ x (* (- y x) z)))