Average Error: 2.7 → 2.7
Time: 4.2s
Precision: 64
\[\frac{x}{y - z \cdot t}\]
\[\frac{-x}{\mathsf{fma}\left(t, z, -y\right)}\]
\frac{x}{y - z \cdot t}
\frac{-x}{\mathsf{fma}\left(t, z, -y\right)}
double f(double x, double y, double z, double t) {
        double r723482 = x;
        double r723483 = y;
        double r723484 = z;
        double r723485 = t;
        double r723486 = r723484 * r723485;
        double r723487 = r723483 - r723486;
        double r723488 = r723482 / r723487;
        return r723488;
}

double f(double x, double y, double z, double t) {
        double r723489 = x;
        double r723490 = -r723489;
        double r723491 = t;
        double r723492 = z;
        double r723493 = y;
        double r723494 = -r723493;
        double r723495 = fma(r723491, r723492, r723494);
        double r723496 = r723490 / r723495;
        return r723496;
}

Error

Bits error versus x

Bits error versus y

Bits error versus z

Bits error versus t

Target

Original2.7
Target1.9
Herbie2.7
\[\begin{array}{l} \mathbf{if}\;x \lt -1.618195973607049 \cdot 10^{50}:\\ \;\;\;\;\frac{1}{\frac{y}{x} - \frac{z}{x} \cdot t}\\ \mathbf{elif}\;x \lt 2.13783064348764444 \cdot 10^{131}:\\ \;\;\;\;\frac{x}{y - z \cdot t}\\ \mathbf{else}:\\ \;\;\;\;\frac{1}{\frac{y}{x} - \frac{z}{x} \cdot t}\\ \end{array}\]

Derivation

  1. Initial program 2.7

    \[\frac{x}{y - z \cdot t}\]
  2. Using strategy rm
  3. Applied frac-2neg2.7

    \[\leadsto \color{blue}{\frac{-x}{-\left(y - z \cdot t\right)}}\]
  4. Simplified2.7

    \[\leadsto \frac{-x}{\color{blue}{\mathsf{fma}\left(t, z, -y\right)}}\]
  5. Final simplification2.7

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

Reproduce

herbie shell --seed 2020062 +o rules:numerics
(FPCore (x y z t)
  :name "Diagrams.Solve.Tridiagonal:solveTriDiagonal from diagrams-solve-0.1, B"
  :precision binary64

  :herbie-target
  (if (< x -1.618195973607049e+50) (/ 1 (- (/ y x) (* (/ z x) t))) (if (< x 2.1378306434876444e+131) (/ x (- y (* z t))) (/ 1 (- (/ y x) (* (/ z x) t)))))

  (/ x (- y (* z t))))