Average Error: 45.1 → 0
Time: 10.4s
Precision: 64
\[\mathsf{fma}\left(x, y, z\right) - \left(1 + \left(x \cdot y + z\right)\right)\]
\[-1\]
\mathsf{fma}\left(x, y, z\right) - \left(1 + \left(x \cdot y + z\right)\right)
-1
double f(double x, double y, double z) {
        double r90106 = x;
        double r90107 = y;
        double r90108 = z;
        double r90109 = fma(r90106, r90107, r90108);
        double r90110 = 1.0;
        double r90111 = r90106 * r90107;
        double r90112 = r90111 + r90108;
        double r90113 = r90110 + r90112;
        double r90114 = r90109 - r90113;
        return r90114;
}

double f(double __attribute__((unused)) x, double __attribute__((unused)) y, double __attribute__((unused)) z) {
        double r90115 = 1.0;
        double r90116 = -r90115;
        return r90116;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Target

Original45.1
Target0
Herbie0
\[-1\]

Derivation

  1. Initial program 45.1

    \[\mathsf{fma}\left(x, y, z\right) - \left(1 + \left(x \cdot y + z\right)\right)\]
  2. Simplified0

    \[\leadsto \color{blue}{-1}\]
  3. Final simplification0

    \[\leadsto -1\]

Reproduce

herbie shell --seed 2019323 +o rules:numerics
(FPCore (x y z)
  :name "simple fma test"
  :precision binary64

  :herbie-target
  -1

  (- (fma x y z) (+ 1 (+ (* x y) z))))